tcga_participant_barcode CLI_years_to_birth CLI_vital_status CLI_days_to_death CLI_days_to_last_followup CLI_tumor_tissue_site CLI_pathologic_stage CLI_pathology_T_stage CLI_pathology_N_stage CLI_pathology_M_stage CLI_gender CLI_date_of_initial_pathologic_diagnosis CLI_days_to_last_known_alive CLI_radiation_therapy CLI_karnofsky_performance_score CLI_histological_type CLI_number_pack_years_smoked CLI_year_of_tobacco_smoking_onset CLI_race CLI_ethnicity CLUS_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_AR SMG_mutsig2.0_ATP1B1 SMG_mutsig2.0_BAP1 SMG_mutsig2.0_BRAF_cosmic SMG_mutsig2.0_CNTNAP5 SMG_mutsig2.0_CUL3 SMG_mutsig2.0_ERBB2_cosmic SMG_mutsig2.0_FAM20C SMG_mutsig2.0_FGFR3_cosmic SMG_mutsig2.0_KCNK5 SMG_mutsig2.0_KDM6A SMG_mutsig2.0_KRAS SMG_mutsig2.0_KRT2 SMG_mutsig2.0_KRTAP4-5 SMG_mutsig2.0_KRTAP5-4 SMG_mutsig2.0_MET SMG_mutsig2.0_MUC4 SMG_mutsig2.0_NEFH SMG_mutsig2.0_NF2 SMG_mutsig2.0_NFE2L2 SMG_mutsig2.0_NR2F2 SMG_mutsig2.0_PARD6B SMG_mutsig2.0_PBRM1 SMG_mutsig2.0_PCF11 SMG_mutsig2.0_PIK3CA_cosmic SMG_mutsig2.0_PTEN SMG_mutsig2.0_RIMBP3B SMG_mutsig2.0_SAV1 SMG_mutsig2.0_SETD2 SMG_mutsig2.0_SMARCA4 SMG_mutsig2.0_SMARCB1 SMG_mutsig2.0_TP53 SMG_mutsig2.0_TXNIP SMG_mutsig2.0_ZNF814 SMG_mutsig.CV_BRAF_cosmic SMG_mutsig.CV_CUL3 SMG_mutsig.CV_ERBB2_cosmic SMG_mutsig.CV_FGFR3_cosmic SMG_mutsig.CV_KRAS_cosmic SMG_mutsig.CV_MET_cosmic SMG_mutsig.CV_NF2 SMG_mutsig.CV_PBRM1 SMG_mutsig.CV_PIK3CA_cosmic SMG_mutsig.CV_PTEN SMG_mutsig.CV_SMARCA4_cosmic SMG_mutsig.CV_SMARCB1_cosmic SMG_mutsig.CV_TP53_cosmic SMG_mutsig.2CV_ALMS1 SMG_mutsig.2CV_AR SMG_mutsig.2CV_ATP1B1 SMG_mutsig.2CV_BCLAF1 SMG_mutsig.2CV_BRAF SMG_mutsig.2CV_CCBL2 SMG_mutsig.2CV_CUL3 SMG_mutsig.2CV_ERBB2_cosmic SMG_mutsig.2CV_FGFR3_cosmic SMG_mutsig.2CV_GXYLT1 SMG_mutsig.2CV_KDM6A SMG_mutsig.2CV_KIAA0922 SMG_mutsig.2CV_KRAS SMG_mutsig.2CV_KRT2 SMG_mutsig.2CV_KRTAP4-5 SMG_mutsig.2CV_MET SMG_mutsig.2CV_NEFH SMG_mutsig.2CV_NF2 SMG_mutsig.2CV_PAM SMG_mutsig.2CV_PBRM1 SMG_mutsig.2CV_PCF11 SMG_mutsig.2CV_PIK3CA_cosmic SMG_mutsig.2CV_PTEN_cosmic SMG_mutsig.2CV_SETD2 SMG_mutsig.2CV_SMARCA4_cosmic SMG_mutsig.2CV_SMARCB1 SMG_mutsig.2CV_TP53 SMG_mutsig.2CV_ZNF814 rate_non rate_sil MutsigCateg_*CpG->T MutsigCateg_*Cp(A/C/T)->T MutsigCateg_A->G MutsigCateg_C->(G/A) MutsigCateg_A->(T/C) SMG_ALMS1_mRNA SMG_AR_mRNA SMG_ATP1B1_mRNA SMG_BAP1_mRNA SMG_BCLAF1_mRNA SMG_BRAF_mRNA SMG_CCBL2_mRNA SMG_CNTNAP5_mRNA SMG_CUL3_mRNA SMG_ERBB2_mRNA SMG_FAM20C_mRNA SMG_FGFR3_mRNA SMG_GXYLT1_mRNA SMG_KCNK5_mRNA SMG_KDM6A_mRNA SMG_KIAA0922_mRNA SMG_KRAS_mRNA SMG_KRT2_mRNA SMG_MET_mRNA SMG_MUC4_mRNA SMG_NEFH_mRNA SMG_NF2_mRNA SMG_NFE2L2_mRNA SMG_NR2F2_mRNA SMG_PAM_mRNA SMG_PARD6B_mRNA SMG_PBRM1_mRNA SMG_PCF11_mRNA SMG_PIK3CA_mRNA SMG_PTEN_mRNA SMG_SAV1_mRNA SMG_SETD2_mRNA SMG_SMARCA4_mRNA SMG_SMARCB1_mRNA SMG_TP53_mRNA SMG_TXNIP_mRNA SMG_ZNF814_mRNA Amp_2p23.2 Amp_2q32.1 Amp_3q26.31 Amp_5q35.3 Amp_7p11.2 Amp_7q31.2 Amp_17q23.2 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_6q25.3 Del_9p21.3 Del_10q21.1 Del_11q22.3 Del_11q23.3 Del_14q11.2 Del_14q24.2 Del_15q13.3 Del_16q24.2 Del_19p13.3 Del_19q13.42 Del_22q12.2 CN_10p_Amp CN_10q_Amp CN_11p_Amp CN_11q_Amp CN_12p_Amp CN_12q_Amp CN_13q_Amp CN_14q_Amp CN_15q_Amp CN_16p_Amp CN_16q_Amp CN_17p_Amp CN_17q_Amp CN_18p_Amp CN_18q_Amp CN_19p_Amp CN_19q_Amp CN_1p_Amp CN_1q_Amp CN_20p_Amp CN_20q_Amp CN_21q_Amp CN_22q_Amp CN_2p_Amp CN_2q_Amp CN_3p_Amp CN_3q_Amp CN_4p_Amp CN_4q_Amp CN_5p_Amp CN_5q_Amp CN_6p_Amp CN_6q_Amp CN_7p_Amp CN_7q_Amp CN_8p_Amp CN_8q_Amp CN_9p_Amp CN_9q_Amp CN_Xp_Amp CN_Xq_Amp CN_10p_Del CN_10q_Del CN_11p_Del CN_11q_Del CN_12p_Del CN_12q_Del CN_13q_Del CN_14q_Del CN_15q_Del CN_16p_Del CN_16q_Del CN_17p_Del CN_17q_Del CN_18p_Del CN_18q_Del CN_19p_Del CN_19q_Del CN_1p_Del CN_1q_Del CN_20p_Del CN_20q_Del CN_21q_Del CN_22q_Del CN_2p_Del CN_2q_Del CN_3p_Del CN_3q_Del CN_4p_Del CN_4q_Del CN_5p_Del CN_5q_Del CN_6p_Del CN_6q_Del CN_7p_Del CN_7q_Del CN_8p_Del CN_8q_Del CN_9p_Del CN_9q_Del CN_Xp_Del CN_Xq_Del mRNA_CNMF_GBP5_1.52_1 mRNA_CNMF_NUPR1_1.23_1 mRNA_CNMF_SEL1L3_0.63_1 mRNA_CNMF_OPRL1_0.78_1 mRNA_CNMF_IL18RAP_1.45_1 mRNA_CNMF_ST7_-0.27_1 mRNA_CNMF_ID2_-0.82_1 mRNA_CNMF_C1QL4_-2.26_1 mRNA_CNMF_ZNF275_-0.61_1 mRNA_CNMF_FUT1_-0.85_1 mRNA_CNMF_MATK_-1.05_2 mRNA_CNMF_LOC284276_1.07_2 mRNA_CNMF_ABI1_-0.19_2 mRNA_CNMF_GPR137C_0.45_2 mRNA_CNMF_SLC10A3_-0.22_2 mRNA_CNMF_CCDC111_0.28_2 mRNA_CNMF_GDF3_-0.92_2 mRNA_CNMF_EBI3_-0.79_2 mRNA_CNMF_DNAJC15_0.38_3 mRNA_CNMF_AQP1_1.39_3 mRNA_CNMF_LRDD_-0.51_3 mRNA_CNMF_GDI2_0.25_3 mRNA_CNMF_SLC22A15_-0.69_3 mRNA_CNMF_UQCRHL_0.51_3 mRNA_CNMF_LOC151009_-0.68_3 mRNA_CNMF_CDCP1_-1.3_3 mRNA_CNMF_GPR17_-1.23_3 mRNA_CNMF_HAO2_-3.5_4 mRNA_CNMF_DUS2L_-0.48_4 mRNA_CNMF_PREX1_0.92_4 mRNA_CNMF_NDUFA11_-0.57_4 mRNA_CNMF_RXFP1_1.73_4 mRNA_CNMF_PAQR8_1.21_4 mRNA_CNMF_PDGFB_0.99_4 mRNA_CNMF_DEF8_-0.36_4 mRNA_CNMF_DERL3_2.22_4 mRNA_CNMF_PSG4_3.22_5 mRNA_CNMF_WDR43_0.46_5 mRNA_CNMF_DHDH_-1.52_5 mRNA_CNMF_CA3_-1.12_5 mRNA_CNMF_BRF2_0.39_5 mRNA_CNMF_NUCB2_0.6_5 mRNA_CNMF_FARSA_0.27_5 mRNA_CNMF_LOC541473_-1.15_5 mRNA_CNMF_TNFSF13_-0.83_5 Amp_ASPSCR1_17q23.2_mRNA Amp_BCL6_3q26.31_mRNA Amp_BDH1_3q26.31_mRNA Amp_BPTF_17q23.2_mRNA Amp_BRIP1_17q23.2_mRNA Amp_CANT1_17q23.2_mRNA Amp_CBX8_17q23.2_mRNA Amp_CD74_5q35.3_mRNA Amp_CD79B_17q23.2_mRNA Amp_CLTC_17q23.2_mRNA Amp_COL1A1_17q23.2_mRNA Amp_DDX5_17q23.2_mRNA Amp_EBF1_5q35.3_mRNA Amp_EIF4A2_3q26.31_mRNA Amp_ETV5_3q26.31_mRNA Amp_FOXK2_17q23.2_mRNA Amp_GMPS_3q26.31_mRNA Amp_H3F3B_17q23.2_mRNA Amp_HLF_17q23.2_mRNA Amp_ITK_5q35.3_mRNA Amp_LPP_3q26.31_mRNA Amp_MET_7q31.2_mRNA Amp_MLF1_3q26.31_mRNA Amp_MSI2_17q23.2_mRNA Amp_NPM1_5q35.3_mRNA Amp_NSD1_5q35.3_mRNA Amp_PDGFRB_5q35.3_mRNA Amp_PIK3CA_3q26.31_mRNA Amp_PRKAR1A_17q23.2_mRNA Amp_RANBP17_5q35.3_mRNA Amp_RNF43_17q23.2_mRNA Amp_SOX2_3q26.31_mRNA Amp_TERC_3q26.31_mRNA Amp_TFRC_3q26.31_mRNA Amp_TUBD1_17q23.2_mRNA Amp_WWTR1_3q26.31_mRNA Del_ACSL3_2q37.3_mRNA Del_AKT1_14q24.2_mRNA Del_AKT2_19q13.42_mRNA Del_ALK_2p12_mRNA Del_APC_5q35.2_mRNA Del_ARHGEF12_11q23.3_mRNA Del_ARID1A_1p36.31_mRNA Del_ATIC_2q37.3_mRNA Del_ATM_11q22.3_mRNA Del_BCL11A_2p12_mRNA Del_BCL11B_14q24.2_mRNA Del_BCL3_19q13.42_mRNA Del_BIRC3_11q22.3_mRNA Del_BUB1B_15q13.3_mRNA Del_C2orf44_2p12_mRNA Del_CAMTA1_1p36.31_mRNA Del_CBFA2T3_16q24.2_mRNA Del_CBL_11q23.3_mRNA Del_CBLC_19q13.42_mRNA Del_CCDC6_10q21.1_mRNA Del_CCNB1IP1_14q11.2_mRNA Del_CD74_5q35.2_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_DNMT3A_2p12_mRNA Del_EBF1_5q35.2_mRNA Del_EML4_2p12_mRNA Del_ERCC2_19q13.42_mRNA Del_EZR_6q25.3_mRNA Del_FANCA_16q24.2_mRNA Del_FBXO11_2p12_mRNA Del_FEV_2q37.3_mRNA Del_FGFR1OP_6q25.3_mRNA Del_FLI1_11q23.3_mRNA Del_FOXA1_14q24.2_mRNA Del_GNA11_19p13.3_mRNA Del_GOLGA5_14q24.2_mRNA Del_GPHN_14q24.2_mRNA Del_ITK_5q35.2_mRNA Del_KCNJ5_11q23.3_mRNA Del_KLK2_19q13.42_mRNA Del_KTN1_14q24.2_mRNA Del_LRP1B_2q22.1_mRNA Del_MAF_16q24.2_mRNA Del_MAP2K2_19p13.3_mRNA Del_MAX_14q24.2_mRNA Del_MDS2_1p36.31_mRNA Del_MLLT4_6q25.3_mRNA Del_MSH2_2p12_mRNA Del_MSH6_2p12_mRNA Del_MYCN_2p12_mRNA Del_NCOA1_2p12_mRNA Del_NCOA4_10q21.1_mRNA Del_NF2_22q12.2_mRNA Del_NIN_14q24.2_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_PDGFRB_5q35.2_mRNA Del_PHF3_6p12.3_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_RPL22_1p36.31_mRNA Del_SDHB_1p36.31_mRNA Del_SDHD_11q22.3_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_TFPT_19q13.42_mRNA Del_TNFRSF14_1p36.31_mRNA Del_TRIP11_14q24.2_mRNA Del_TSHR_14q24.2_mRNA Del_WWOX_16q24.2_mRNA Del_XPO1_2p12_mRNA Del_ZNF132_19q13.42_mRNA Del_ZNF331_19q13.42_mRNA TCGA-2K-A9WE 53 0 NA 214 kidney stage ii t2b nx m0 male 2013 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 1 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 1.421869e-06 4.855162e-07 3.57142857142857 19.6428571428571 23.2142857142857 30.3571428571429 23.2142857142857 8.4247949 5.9458230 12.8124312 11.0894613 10.7574653 6.8004832 7.7016717 2.7393729 10.0709781 11.9106451 12.2898229 7.9123762 9.0501596 10.4403452 7.8527136 7.7428362 9.6116326 NA 13.0478862 0.6238669 6.0047171 11.0463101 11.7868777 10.9600295 12.1155810 10.0819596 9.7236811 9.6078385 8.0695996 10.7166520 9.0133470 10.5197225 11.3574752 10.4641483 10.3942835 14.9822714 7.4380183 0.0108900 0.0111210 0.2090100 0.2324100 0.3863400 0.3863400 0.1647500 -0.0022168 0.0108900 0.0108900 0.0111210 0.2090100 -0.0065050 0.2293100 0.2324100 -0.0324500 -0.0324500 -0.0059509 -0.0165670 -0.0047079 -0.0047079 -0.0033243 -0.0038761 -0.0085766 0.2209900 -0.0128510 -0.0185130 -0.0173910 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 7.9337502 13.4342657 12.1055262 7.0445570 5.0389322 9.4359652 11.6494959 3.8462827 7.9337502 4.0833240 8.5487075 5.0833283 10.4044073 3.9931309 9.5634741 7.1219334 1.6239137 6.0833261 9.0640720 14.3777036 9.7497387 12.0341696 7.9577956 8.8202919 5.6536419 9.1797621 2.3608699 6.4651974 8.7148894 11.4885969 11.0661473 0.6238669 8.6773683 8.7341605 10.7148894 7.9031184 3.1263947 9.2725521 7.5146659 3.4042083 8.0996282 9.5907079 10.3127280 3.4449188 11.9331495 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 9.245947 13.170950 7.522748 6.711357 7.077852 13.047886 8.429101 7.714889 12.793402 10.493746 9.070978 8.069600 12.582568 6.126395 7.448324 -0.961002 NA 10.614944 7.044557 9.355214 9.92691446 11.78796376 10.95705023 3.68278676 9.04034069 11.77554572 10.48342966 10.53828003 10.15137190 5.85911232 6.61636064 9.67374350 11.24533629 5.60559508 7.45678480 9.10367519 6.10502220 9.68278852 6.01621326 10.37096894 8.57420787 17.25280552 7.83009557 5.96967086 10.60641317 9.57809111 8.92615305 11.02690689 10.03681746 8.73241947 6.83983239 10.72936693 9.29590757 13.64006476 8.33814047 9.97188522 0.03899798 7.37213286 9.52274805 0.62386686 8.41831056 9.67283582 9.16046595 6.71135724 9.82846609 -0.96100202 10.78670580 5.14745731 11.53203725 10.90350546 10.71003108 -0.96100202 10.05574066 8.31970328 8.91698323 1.03892777 9.72104910 12.67476385 11.04631009 10.06821963 12.79340237 10.49374569 10.36872874 8.27494650 6.96374460 9.56225903 9.07097799 9.97557029 7.88442270 12.38336699 2.62389027 4.59352110 6.12639474 5.82029131 12.44726211 10.76131304 11.05956511 10.24777635 10.04455696 9.81947212 2.73937289 1.62391367 -0.96100202 8.67939424 12.13832128 7.82683509 4.43124853 8.06130044 11.40852973 6.22875713 10.07028896 TCGA-2Z-A9J1 71 0 NA 2298 kidney stage i t1a n0 mx male 2008 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 2 1 1 1 2 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.254182e-06 8.323135e-07 5.55555555555556 16.6666666666667 10 42.2222222222222 25.5555555555556 8.2351799 5.4135162 14.5586924 10.8169753 10.7023566 6.1165353 8.7155132 0.9872481 10.0573735 13.4560675 11.5343881 9.9886607 8.6842202 11.5869330 7.8729488 7.5264116 10.3929259 NA 13.1849300 6.0533416 3.3795655 11.0957770 11.0987143 11.6698083 12.2241637 10.5982774 8.8153891 9.1820094 7.2112546 9.9194673 8.7504648 10.2363660 12.1298383 11.1643606 10.3237592 14.1857360 7.4492229 -0.0099715 0.0080567 0.0182430 -0.0038779 0.6810700 0.7402400 0.6697400 -0.0083005 0.0080567 0.0080567 0.0059532 0.0182430 0.0154790 -0.0038779 -0.0038779 0.0000000 0.0000000 -0.0144980 -0.0224690 -0.0140900 -0.0140900 -0.0096806 -0.0158790 -0.0429240 0.6799400 -0.0545550 -0.0561040 -0.0602110 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 7.0425349 9.5389608 11.9865480 6.0206755 4.1165394 9.7537317 11.6728774 8.0234261 7.9645326 4.1165394 6.3535756 3.3795655 9.9859910 4.1571812 9.0879149 6.8416222 0.9872481 6.1061934 10.3720363 15.7888633 9.6954743 11.8456222 7.2818735 10.1055448 6.6807393 10.1540433 0.5722106 6.5264116 8.9702463 9.1559248 11.7506724 0.9872481 6.8698961 7.9414491 10.6907236 7.2064215 NA 8.5703354 7.2112546 5.1103382 7.7287198 9.0170918 10.4145654 3.5552885 12.8197757 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 8.265702 13.939630 10.185698 5.462985 5.768613 13.184930 7.941449 7.742140 11.903692 9.893391 8.034376 7.211255 12.626480 5.272654 8.680740 -1.012752 NA 8.799430 7.026172 7.762072 10.24699587 11.92389049 11.37957001 3.15717309 8.30692477 11.66453177 10.22027299 10.55615875 9.45994344 6.39664417 5.84523411 9.71687329 9.54662962 4.76861310 6.92976733 9.67725047 5.17707664 9.03573936 6.43846419 9.92756613 9.81538906 15.28079606 6.73544500 3.30917619 10.47207546 9.52252798 9.62478303 11.06873603 9.10489565 7.88509782 4.15718118 10.30240211 9.39962122 14.98637174 7.80048838 9.79138351 NA 7.48286764 7.29559171 -1.01275191 8.40088029 9.66144481 8.88811947 5.46298479 5.83274321 -0.01275191 11.86204183 -1.01275191 10.33154848 11.07537826 10.23873492 -1.01275191 10.97202701 8.04524418 8.30240222 1.57221059 9.50098007 12.40773917 11.09577703 9.97095874 11.90369190 9.89339149 10.53559285 7.58344236 6.97593736 9.62447509 8.03437641 9.64367746 5.90611614 13.12896060 NA 2.15717309 5.27265404 3.51081005 12.48908974 11.26046537 11.37849618 10.54949494 9.61478639 9.96094995 0.57221059 -1.01275191 -1.01275191 8.44301148 11.02938386 8.07471521 0.57221059 8.88055421 11.11910953 6.35357560 8.35138716 TCGA-2Z-A9J2 71 0 NA 1795 kidney stage i t1a nx mx female 2008 NA no NA kidney papillary renal cell carcinoma 30 NA white not hispanic or latino 1 2 NA NA 3 1 2 1 1 2 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.872705e-06 6.242351e-07 9.45945945945946 17.5675675675676 22.972972972973 32.4324324324324 17.5675675675676 8.002578 4.631017 15.130875 10.384570 9.863680 6.353486 8.597681 NA 10.316119 11.504463 11.671583 9.709971 8.109991 8.589862 7.009531 7.331459 9.493967 NA 11.805446 4.309089 1.309118 10.656713 11.463270 10.170178 10.977090 9.070643 7.090451 8.621974 6.648941 9.739544 8.116446 9.129270 11.808937 11.191734 10.168626 11.932058 6.454362 0.0035651 0.0035651 0.6864900 -0.0194520 -0.0076101 -0.0076101 0.6775200 0.0087528 0.0035651 0.0035651 0.0040243 -0.0053992 -0.0107840 -0.1516900 -0.0194520 -0.0143660 -0.0038779 0.0041632 0.0000000 -0.0034627 -0.0034627 -0.0018014 -0.0018014 -0.0495590 0.0157270 -0.0060904 -0.0060904 0.0084743 0.000 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 7.0505583 12.9233410 10.7426768 5.5185446 3.1164479 8.5581099 9.0706426 NA 8.2398286 2.3090889 4.9529485 NA 9.8348861 2.8940611 10.4827684 5.7346852 0.3090597 6.8009439 10.1419813 15.3196194 8.1228725 12.3087390 2.8940611 9.8732408 6.5185446 5.6310199 NA 9.0969939 8.6355208 8.7726158 12.6594780 NA 5.9238005 8.2806348 10.2530712 6.9090038 NA 8.8287274 8.3912402 3.4790106 9.0772756 9.2517231 11.1655168 NA 10.2414832 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 9.3258995 13.3014986 9.0198979 4.3965568 6.0370110 11.8054458 6.7520354 7.7929067 13.2965330 9.2863713 8.1856084 6.6489414 12.0581227 4.5570179 5.3965534 NA 1.3091180 8.2457291 6.2398295 7.3816260 9.7332576 11.1748245 11.7035540 2.3090889 8.1228725 11.1116077 9.3616594 11.6900934 8.3643737 5.6666430 4.7685231 9.7395439 8.7478831 4.3965568 6.6489414 10.0953609 5.4383727 7.9815165 7.5852157 9.9256402 10.1435623 15.7201057 6.9384481 8.3805537 10.1419813 9.4739981 9.2159819 10.1340501 8.4383744 7.8789466 4.2159814 9.5805542 9.6105875 14.4331318 5.8373504 9.1514415 NA 7.1794563 6.8482499 NA 6.8636796 9.4383744 9.3860405 4.3965568 4.6310169 NA 11.1490824 0.3090597 10.6765061 12.0781026 10.4815188 NA 10.1825354 8.0706426 8.7353560 2.6310111 8.4890006 11.6008376 10.6567127 8.5330930 13.2965330 9.2863713 10.6544965 6.1917344 7.7099709 9.7399620 8.1856084 9.2748755 5.5570179 13.6688409 1.3091180 0.3090597 4.5570179 0.3090597 13.4422335 11.9173461 11.2963553 10.1196629 8.8827384 9.5944935 2.6310111 0.3090597 9.0471836 8.6734010 12.0341976 7.5852157 NA 8.0505583 10.6960316 6.4383744 6.7520354 TCGA-2Z-A9J3 67 1 1771 NA kidney stage ii t2 nx mx male 2008 NA no NA kidney papillary renal cell carcinoma NA 1959 white not hispanic or latino 2 3 2 2 2 2 3 2 2 1 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 3.190535e-06 9.363527e-07 9.16666666666667 19.1666666666667 17.5 31.6666666666667 22.5 8.680970 5.499549 13.683166 11.173105 10.841250 7.152150 7.720200 NA 10.382779 13.145769 11.980202 10.357132 8.583613 10.550921 7.830681 7.334664 9.424789 -1.466337 15.361889 4.261681 1.533763 10.875839 11.665234 11.449270 12.274283 10.047492 8.726057 9.538687 8.308552 10.141095 8.766185 10.416408 11.879170 10.972556 10.931172 14.112904 7.285309 0.0041632 0.0041632 1.7051000 -0.0208240 2.4968000 2.4968000 0.8892600 0.0048579 0.0041632 0.0041632 0.0041632 -0.0182820 -0.0316320 1.7446000 -0.0208240 -0.0165670 -0.0268510 0.0012481 -0.0059522 0.0020805 0.0020805 -0.0109660 0.0000000 0.0160060 0.9448600 -0.0016629 0.0146090 0.0108420 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 1.704 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 1.704 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 2.9260753 11.6570775 11.6520567 6.6475059 0.5337627 10.0703079 11.5611521 4.7816902 8.3346644 2.4406599 3.5337627 NA 9.7540037 5.0415584 9.4056697 7.3708565 -1.4663370 4.2616812 9.1318168 16.4542755 9.3831694 11.4068240 6.0013699 9.2969768 6.1484745 10.2211401 4.6422915 2.1187252 8.3634874 6.6317969 10.9939644 0.1187584 5.4285813 7.9088039 10.3019487 7.1410945 NA 9.1875052 5.8098877 5.4654489 6.8466475 9.4683842 10.3662589 4.2835662 13.2699882 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 9.8511770 13.6287081 9.3467440 1.8557107 6.4645016 15.3618885 10.2359372 8.3823876 12.1256373 9.9000867 6.9890913 8.3085516 12.4624679 6.2272520 7.0573268 1.3411318 0.5337627 9.6442478 7.3314258 9.2398806 9.8924156 11.3385005 12.6388545 NA 8.8226304 12.3705052 10.4160253 10.6363963 9.7309811 3.5337627 2.2341947 9.9180085 8.5238685 7.4872331 7.2616850 9.4784764 2.6212196 9.5428932 7.6986713 9.9610773 9.2106032 13.3041702 0.5337627 8.5836131 10.8733361 10.1585600 10.1017205 10.7727662 9.6809694 6.4225072 3.2886539 10.3898008 8.8691549 14.3048928 8.7768432 9.7229713 -1.4663370 7.7966581 5.1484745 0.1187584 8.4436576 9.9792967 8.8879696 1.8557107 1.3411318 1.7036766 11.4711383 -0.4661377 8.1224791 11.1886242 9.6152478 -1.4663370 11.2389648 8.8791697 9.2185131 -0.4661377 9.2070734 11.3455405 10.8758391 9.6866830 12.1256373 9.9000867 10.2582783 8.0940972 7.0729236 9.9088039 6.9890913 9.9579307 -1.4663370 12.7688811 NA 4.0883536 6.2272520 2.2341947 12.0962454 10.3901899 10.5453412 10.3431306 9.5774753 10.5121174 -1.4663370 0.1187584 6.5449922 7.8111679 10.8549964 8.4511365 NA 8.9142255 11.3230943 6.3411194 2.9932033 TCGA-2Z-A9J5 80 0 NA 3050 kidney stage ii t2 nx mx male 2006 NA no NA kidney papillary renal cell carcinoma 32 NA white not hispanic or latino 3 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.288862e-06 6.935946e-07 5.81395348837209 29.0697674418605 23.2558139534884 20.9302325581395 20.9302325581395 8.2861275 4.1730635 13.7019146 11.3086067 10.3850588 5.7787868 8.3943366 2.6495005 10.0924462 12.8272337 12.1543217 9.2117452 8.3774231 10.1181267 7.2788592 7.5861410 9.5993295 NA 12.2257509 0.6494775 4.4043923 12.2498803 11.0810004 10.8356170 12.2466242 9.1473545 8.8686713 9.1373429 6.9256268 9.9544245 8.5290861 10.2203072 11.5676206 10.9736833 10.2012110 14.0736690 7.4025858 0.4847500 0.4847500 0.6164300 -0.0171160 0.6266100 0.6266100 0.6207900 -0.0044463 0.4847500 0.4847500 0.4847500 0.6141000 -0.0034627 -0.0171160 -0.0171160 -0.0136770 -0.0136770 -0.0011087 0.0000000 -0.0098754 -0.0098754 -0.0540160 -0.0540160 0.0024969 0.6424900 -0.0113350 -0.0113350 -0.0105080 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 6.887908 13.361707 11.750822 5.736965 4.858956 9.117210 11.032667 1.649523 7.430862 3.736962 7.041820 1.971442 9.511257 2.971424 9.606605 6.296098 4.649500 7.411054 9.953283 15.298445 9.328983 11.683614 6.469683 9.367179 6.758027 9.871090 2.649500 8.771036 9.011446 10.094518 12.344916 NA 7.643856 8.282498 10.555642 6.349942 4.041821 9.456858 8.519867 4.627700 8.028881 9.748219 10.591284 4.880245 11.896816 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 8.9601155 13.6891073 9.5787612 5.9349057 6.4949931 12.2257509 8.6381875 6.8491749 12.0947763 9.5090376 8.2307035 6.9256268 12.0836097 4.6036976 7.8638220 NA -0.3505225 9.9498553 6.7787855 8.5630506 9.6760262 11.6167290 11.2503448 5.4308640 7.8540736 10.9623857 9.1533286 10.9115976 9.0267132 6.8686707 6.2344649 10.2222030 9.9302736 3.5399529 7.6774089 9.6452699 4.8589557 8.4600745 7.7890543 9.9567036 9.4712767 16.8255298 5.8194281 5.7787868 9.9714309 9.4308625 9.5183252 10.8036880 8.9068906 7.4504030 4.6036976 10.7101987 9.4308625 14.6028353 8.1430383 10.0026496 -0.3505225 7.3513986 8.1453580 NA 6.6267822 9.1252363 8.7503489 5.9349057 8.1373426 NA 10.9629527 1.9714424 10.7954349 11.4052249 10.5405270 NA 9.8430282 7.8589564 8.7992499 1.6495235 9.5728302 11.6596811 12.2498803 9.5136889 12.0947763 9.5090376 10.7236442 6.1089342 6.8589557 9.9970688 8.2307035 9.4390363 5.2344668 13.3138389 -0.3505225 1.6495235 4.6036976 3.5563926 12.7085091 11.1881767 11.0402092 10.2212554 8.8662487 9.8722977 1.9714424 NA -0.3505225 9.3670078 11.8941669 7.5198674 NA 8.3909698 11.0498485 6.1252357 9.7034287 TCGA-2Z-A9J6 60 0 NA 1731 kidney stage i t1a nx mx male 2009 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 2 3 1 1 3 2 2 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.31783e-06 3.467973e-07 8.16326530612245 20.4081632653061 20.4081632653061 30.6122448979592 20.4081632653061 8.291600 6.514979 14.619575 11.273948 10.589866 6.247206 8.605665 1.584241 10.002797 12.996988 11.853563 9.990092 8.367785 10.807841 7.646737 7.514978 10.164186 NA 13.005956 3.584241 3.699718 11.133384 11.327028 11.698417 12.063348 9.888022 9.300775 9.733142 7.881922 10.188486 9.128562 10.868873 11.584006 10.976201 10.694942 13.666834 7.424369 0.01115900 0.01419000 0.82960000 -0.01092200 0.83777000 0.83866000 0.82020000 -0.00572380 0.01115900 0.01419000 0.01126900 0.82317000 -0.00180140 0.00485790 -0.01092200 -0.00761010 -0.00761010 0.00458000 -0.00802440 -0.00013862 -0.00013862 -0.00138580 -0.00138580 -0.00097017 0.83314000 -0.03912200 -0.03912200 -0.02041200 0.000 0.000 0.000 0.000 0.825 0.825 0.000 0.000 0.000 0.833 0.833 0.800 0.800 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.853 0.000 0.000 0.000 0.833 0.833 0.000 0.000 0.000 0.000 0.000 0.000 0.839 0.839 0.000 0.000 0.000 0.000 0.138 0.138 0.000 0.000 0.000 0.000 0.825 0.825 0.000 0.000 0.000 0.833 0.833 0.800 0.800 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.853 0.000 0.000 0.000 0.833 0.833 0.000 0.000 0.000 0.000 0.000 0.000 0.839 0.839 0.000 0.000 0.000 0.000 0.138 0.138 6.706638 11.153781 11.832367 4.881924 4.522840 9.623727 11.966865 3.806633 7.628635 2.321207 5.754166 3.391603 9.866125 3.321207 9.205072 6.542775 -1.000577 5.657491 9.909172 15.793313 9.171706 11.662837 6.767463 9.972259 6.591736 10.039569 2.584241 10.129206 8.999279 8.646737 11.891632 1.321235 6.149026 7.703182 10.725071 3.906169 3.906169 8.563428 8.256667 5.200324 7.635903 8.894339 10.354079 5.190089 12.227063 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 8.9121681078 13.4772900101 10.2328985085 5.3915958949 7.0920361417 13.0059555557 8.2519443778 8.1891035253 11.9048538691 9.9211197068 7.4709540931 7.8819221331 12.0026210613 6.4750119030 8.3524257390 -1.0005771935 -0.0007215279 8.6892767930 7.2328986284 9.2604100912 9.5757631 11.5097958 11.3576553 2.4587232 8.8114563 11.7678767 10.0361393 10.4049522 9.5011161 7.2613738 5.5842410 10.3053405 9.9454541 4.3536620 7.1742047 9.3424645 5.8940974 9.0880671 7.0814280 10.1754520 9.7066379 15.0944080 4.2087357 5.5991928 10.3502180 9.7331416 10.4022908 10.8361182 9.5691345 8.9950460 2.9992785 10.4901298 8.9329694 15.1824490 8.3748178 9.9600048 NA 8.0178406 6.7541660 NA 7.9851207 9.6176643 9.2436427 5.3915959 5.8321685 NA 11.4976294 3.6431404 11.2349940 11.0800963 10.5828317 NA 10.9915091 7.8572601 8.5267559 5.2846807 9.5529081 11.8521984 11.1333842 9.5964002 11.9048539 9.9211197 10.4941345 7.6286351 7.1692035 8.9876369 7.4709541 9.9203759 2.8066334 12.9484672 2.6997293 3.6431404 6.4750119 4.1285656 12.3645077 11.1891034 11.4359904 10.0188696 9.7682902 10.2472063 NA -1.0005772 NA 7.9321137 11.3798563 8.2376837 0.5842891 8.3502179 11.2569613 7.0973106 7.5306599 TCGA-2Z-A9J7 63 1 139 NA kidney stage iv t2 nx m1 male 2007 NA yes NA kidney papillary renal cell carcinoma 25 1984 white not hispanic or latino 2 4 2 2 2 2 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.005712e-06 4.508365e-07 9.52380952380952 26.1904761904762 23.8095238095238 28.5714285714286 11.9047619047619 8.93905081 5.38329648 13.46346473 11.26066836 10.66071670 6.04530098 8.50031847 NA 10.20944301 12.97726706 11.08338538 9.92108042 8.02496011 9.78514853 7.39239900 6.41936697 9.75547314 NA 14.65449393 -0.92057068 0.07956585 11.05679606 11.11872310 11.96806915 11.64318910 9.90208700 8.54099553 9.65505535 7.11293882 9.85841467 9.23559927 10.21201589 11.81168355 10.94215349 11.09980166 13.81776676 6.89329789 0.01042400 0.01042400 0.00986690 -0.00013862 1.74350000 2.36630000 0.79510000 -0.01656700 0.01042400 0.01042400 0.01042400 -0.00085183 0.00889200 -0.00013862 -0.00013862 -0.00069303 -0.00069303 0.00352550 -0.00774820 -0.91364000 -0.91364000 -0.00083160 -0.01230100 -0.01560400 -0.02356600 -0.09128700 -0.06230400 -0.04753100 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 2.6644828 10.6055263 11.0756365 7.4014445 2.0795317 10.1242996 12.4072091 8.3083349 8.5162275 5.4718345 4.0795147 4.6341053 9.6826511 4.1669805 9.7152343 7.6855141 -0.9205707 4.4370679 9.3579656 13.2362218 10.2419075 11.7603151 6.2393866 10.6517426 7.6186747 6.1669785 1.4014666 3.3274431 8.2087991 6.6108979 11.4279372 1.4014666 7.3509789 7.0510599 10.3053260 4.9621603 NA 9.2241744 5.8608759 5.3213581 8.1046559 9.3406473 11.3256629 5.2959728 12.5634578 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 8.96673673 13.51843790 8.21906733 2.07953172 4.77995831 14.65449393 8.85100564 7.71976117 12.92823686 9.83356849 7.67570586 7.11293882 12.39537328 6.47183289 7.85100564 0.07956585 0.66448284 9.38671698 6.98640638 7.52506894 9.19325823 12.01578599 11.70453997 NA 8.35796540 10.73504689 9.92186652 10.98790875 8.84106738 7.03951789 4.36491556 10.07881155 7.11293882 4.69422833 8.03080064 9.38557772 2.07953172 8.02203040 6.73056796 10.27980173 10.72021296 12.93526061 1.40146664 6.05679593 10.49894970 9.69054089 8.21394261 10.24818827 9.33572486 8.75899633 3.07951465 10.30532602 9.11174106 14.76866784 5.56268814 9.82350895 0.07956585 7.57796653 5.61867621 0.07956585 7.79376196 9.79547816 9.10533393 2.07953172 2.88686226 NA 11.98019428 1.07949758 6.96825898 11.32358258 10.17227323 NA 11.01099238 8.36722864 9.10327050 1.66448284 9.63218532 11.71659378 11.05679606 9.73951196 12.92823686 9.83356849 10.38557782 6.42824458 7.46753382 9.05121764 7.67570586 9.43045527 -0.92057068 12.97537538 1.40146664 1.40146664 6.47183289 2.98641094 13.13530694 11.18934677 10.79462015 9.98339796 9.21265834 10.57337159 NA NA 4.80743736 8.72080925 11.74601975 8.50578099 NA 8.21137292 11.04349591 7.23433462 6.88687079 TCGA-2Z-A9J8 50 0 NA 2790 kidney stage i t1b nx mx male 2007 NA no NA kidney papillary renal cell carcinoma 60 1977 white not hispanic or latino 1 5 2 2 3 1 2 1 NA NA 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6.589149e-07 1.387189e-07 12.5 16.6666666666667 4.16666666666667 58.3333333333333 8.33333333333333 8.636613 8.778291 14.053612 10.924991 11.019679 6.847897 9.283363 2.002414 11.285495 12.515394 11.139611 8.755066 8.594864 10.890896 8.540272 8.472727 9.359225 -1.582512 12.754229 2.417434 2.587365 10.600769 11.683150 11.562739 12.125127 10.194288 9.505570 10.214700 8.177332 9.742750 8.723506 10.484542 11.092960 10.950774 10.674832 13.781168 8.508364 -0.00711390 0.00555290 0.00694350 -0.00221680 0.00402430 0.00402430 -0.01257600 -0.85043000 -0.00711390 0.00291330 -0.01037000 0.00694350 0.02637300 -0.85074000 -0.00221680 -0.84275000 -0.83527000 0.00027728 -0.84219000 -0.00193990 -0.00193990 0.00041593 0.00041593 -0.00995650 -0.01326400 -0.03040400 -0.02493500 -0.01835300 -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 7.891150 9.736552 12.637822 4.809759 3.117878 9.678710 10.268022 0.417488 8.559551 3.002414 3.702846 4.061301 10.119214 2.665370 9.539625 7.389131 -0.582512 6.622015 9.292425 15.381081 8.693568 12.598519 5.835298 8.400438 6.439813 8.805461 -0.582512 9.692405 7.895202 8.790309 11.636613 1.739373 6.318311 7.979686 10.367635 5.417444 NA 9.751717 3.117878 5.162548 8.077440 10.097962 10.635402 3.635836 11.941996 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 9.982070 12.502999 8.397584 5.117882 9.164798 12.754229 6.860388 8.479490 13.295447 10.526948 6.712065 8.177332 11.923132 4.525969 8.163959 NA 0.417488 11.176916 6.536386 9.934237 10.1785797 11.2717280 11.6250685 -0.5825120 9.1402516 12.5262135 9.8809683 11.7249295 9.9351133 7.3716399 5.5467278 9.1411050 7.9854002 6.2690051 7.8520725 8.4411984 4.1988006 9.2479593 7.1922307 9.9749077 9.4146235 15.0543943 1.5873650 7.5671910 10.5151470 9.6378223 10.1226444 11.5577945 9.5292318 7.1453646 3.2754243 10.9055352 9.4515551 13.0609057 8.1974261 10.3470723 NA 7.5595255 7.0394960 0.7393297 8.5128412 10.1909953 9.5494295 5.1178820 4.7393729 NA 11.9430871 7.5848618 11.0002916 11.1733748 10.7508789 NA 9.5389775 8.3031405 9.2931934 6.5049064 9.6029390 11.8955816 10.6007692 9.6947314 13.2954470 10.5269482 10.1681510 8.9497999 9.6140461 9.2662234 6.7120647 10.6226263 1.4174340 13.2427507 1.5873650 3.3243354 4.5259686 4.9092979 12.1147374 10.0903113 11.5185990 10.0000565 10.6256783 9.5785759 NA 2.8768803 8.1436623 8.6806897 9.5238238 9.7045793 -1.5825120 8.5531531 11.4560201 7.9777768 7.8891194 TCGA-2Z-A9J9 77 0 NA 2294 kidney stage i t1a nx mx male 2006 NA no NA kidney papillary renal cell carcinoma NA NA black or african american not hispanic or latino 1 6 2 3 4 3 4 3 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.534469 4.104563 13.516616 10.836029 11.430601 6.710283 9.476121 NA 10.727251 13.397584 10.652463 13.002145 9.302100 9.499864 9.252541 8.009361 9.902365 -1.418890 12.514322 5.375415 1.750907 9.935250 11.324701 11.731065 12.859958 9.479602 9.563994 10.646080 8.480358 11.108478 10.033242 10.842214 11.317614 10.417051 10.376229 15.349456 8.479239 0.00152550 0.00124810 0.00124810 0.00541390 -0.00097017 -0.00097017 0.00249690 -0.00055444 0.00124810 0.00124810 0.00124810 0.00166420 -0.00484610 -0.00566990 0.00541390 0.00000000 0.00000000 -0.00628940 0.00000000 0.00069327 0.00069327 0.00124810 -0.00221680 -0.00152430 -0.00069303 -0.00332430 -0.00429200 -0.02192100 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6.426491 9.843095 9.518374 5.007267 3.750928 8.433374 12.205111 6.096700 8.737084 7.235636 5.558280 4.884783 10.268862 4.750928 9.705768 7.423445 3.335883 5.499865 9.629487 13.495589 8.359077 12.322573 8.399583 9.442863 9.071851 10.755302 4.730749 1.581014 7.404368 10.811021 9.755215 3.040437 8.270998 10.147530 9.631529 5.998852 5.981880 9.428841 2.828936 5.723004 8.794105 9.372497 10.014064 1.742869 10.628043 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 9.2320522 14.0826823 10.5194774 4.7307486 7.2320525 12.5143224 8.3737909 7.8312990 13.7533890 11.0731041 11.8222389 8.4803576 12.7876334 0.1659441 9.0708484 -0.4190827 NA 10.7361350 7.9186224 9.9152683 10.1418110 11.6579831 11.3020997 -1.4188898 9.3148633 12.5107213 11.0902807 9.7005902 10.2275593 6.4202045 6.9252969 8.7370837 9.6724359 4.4677946 7.8733223 8.8301140 5.0239428 9.3029542 6.4327490 10.3462867 10.3216245 13.8513324 3.2248584 5.5922268 10.9674019 9.8098192 8.4803576 11.8195546 10.7215108 8.6947427 8.4011795 9.7782173 8.4296235 14.3448872 6.8764936 10.4957594 NA 7.3925355 9.4209916 -0.4190827 9.2995334 9.9554966 8.8606112 4.7307486 7.3947816 NA 12.0261447 6.4575171 10.5901293 10.5664867 10.0450357 0.5810137 12.4477965 9.4178399 10.1692467 4.1957098 10.5957185 11.8669806 9.9352499 9.4257062 13.7533890 11.0731041 10.3174024 8.5102590 7.0728540 9.4885447 11.8222389 11.0278254 2.3883549 12.9643673 7.3458718 6.4878915 0.1659441 5.4011799 13.5931886 10.1654933 10.9938350 10.1389428 10.3228889 10.2913766 -1.4188898 3.3358834 NA 7.8983680 11.2412082 9.6005913 2.6684596 8.2516566 11.7938009 7.8501274 9.3199372 TCGA-2Z-A9JD 66 0 NA 1060 kidney stage i t1a nx mx male 2009 NA no NA kidney papillary renal cell carcinoma 40 1961 white not hispanic or latino 2 2 3 4 3 1 2 1 1 1 0 0 6 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.899903e-06 7.543732e-07 3.03030303030303 18.1818181818182 33.3333333333333 30.3030303030303 15.1515151515152 8.6620737 8.4301054 15.0996108 8.1640305 10.9178549 7.7498627 9.3877604 -0.9470277 10.4076953 12.6772335 12.0364230 10.6940435 8.1847519 10.7820908 8.5764568 8.3359834 9.1203294 NA 14.0805418 0.0528332 2.9597887 10.3515304 11.1524071 10.9773363 12.5631646 10.5010112 9.0808010 9.4082461 8.1216734 10.2823147 9.6602252 10.5025594 11.9702670 10.7257622 10.0543031 12.6959619 6.0536827 0.0027745 0.0027745 -0.0076101 0.0048579 0.7552800 0.7552800 0.7258400 -0.0056757 0.0027745 0.0027745 0.0027745 -0.0076101 0.0048579 0.0048579 0.0048579 -0.0109220 0.0011093 0.0000000 -0.0048461 0.0030522 0.0030522 -0.0042929 -0.0042929 -0.0080244 -0.0071958 -0.0395290 -0.0430590 -0.0232920 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 4.0972905 9.4739078 11.8495430 4.1821758 4.0070878 10.6026412 11.7555006 -0.9470277 8.8489346 3.3008266 2.8602477 0.0528332 10.0524299 3.1403533 8.8391647 7.0712618 1.6378421 1.6378421 9.3486640 16.0778367 7.9108759 12.4815168 2.5123280 9.5862247 5.6528077 7.6151374 3.3008266 13.1158686 8.1270363 7.7463820 11.3073331 -0.9470277 3.8602477 9.8293279 10.2102419 3.5764617 NA 9.3838118 8.3031935 5.0841153 7.7876049 8.9416991 10.3463666 3.8771553 11.3538823 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 9.0230008 13.1619094 9.6537370 4.3382960 7.5725312 14.0805418 7.3429138 9.4137419 12.8796420 10.0230008 7.9232597 8.1216734 12.7187860 4.7533371 6.8602502 0.0528332 0.0528332 10.0924995 7.5881704 9.1581881 9.7567985 11.0005319 12.3055604 NA 9.2611293 12.5354508 10.3108720 11.1246925 9.8897344 4.0972905 4.5123280 9.6434819 7.3703073 3.5939154 6.7393958 9.1270363 3.8077774 9.0486621 6.3196812 10.2115046 10.2000998 13.0913853 0.0528332 1.3748447 10.7437660 9.4548411 10.2427196 11.0557100 9.8219063 7.2768967 4.4104497 11.0132589 9.4875231 14.9285243 6.3356119 9.9309459 NA 8.3797739 5.7671410 0.0528332 9.0863180 9.9545161 10.8163771 4.3382960 3.5123280 NA 12.3120497 -0.9470277 11.2290681 11.0546550 9.9085421 NA 11.3843718 7.9717579 9.0273094 6.6453515 9.9263390 12.9445837 10.3515304 10.0005319 12.8796420 10.0230008 10.4854369 8.7688569 7.4104471 9.3752626 7.9232597 10.7667110 -0.9470277 12.7153408 1.6378421 1.3748447 4.7533371 5.2623467 12.8111182 11.5077083 12.0299959 9.7884510 10.3102827 9.6472195 0.0528332 5.5123280 NA 7.6066014 11.3314925 9.8714771 -0.9470277 8.3313442 11.4317316 7.0752631 6.0070923 TCGA-2Z-A9JE 59 0 NA 1728 kidney stage i t1a nx mx male 2010 NA no 100 kidney papillary renal cell carcinoma NA NA white not hispanic or latino 2 3 2 2 2 2 3 1 NA NA 0 0 5 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.907385e-06 5.548757e-07 8.33333333333333 19.4444444444444 18.0555555555556 36.1111111111111 18.0555555555556 8.8015260 4.1058540 14.0507187 8.6942437 10.7276928 6.6204237 9.5980147 0.5614972 10.6027325 13.4505900 11.6500971 10.6172640 8.2711880 9.4007335 7.2526919 7.3029971 9.4236504 NA 15.2320200 NA 4.8094556 10.9825426 11.2813834 11.7418533 11.6179416 9.2996220 8.8031156 9.3667362 7.0903094 10.0072343 9.0798551 10.1969456 12.2169114 11.6824155 10.6678746 14.0053798 6.6738122 0.00847430 0.00847430 -0.01473400 0.00041593 1.61700000 1.60710000 0.79549000 -0.00013862 0.00847430 0.00847430 0.00847430 -0.01903200 0.00000000 0.00471900 0.00041593 -0.00249380 -0.00498440 0.00097064 -0.00387790 -0.39842000 -0.39842000 0.00055459 -0.00679920 -0.00166290 -0.00041585 -0.06262900 -0.03681000 -0.02780800 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 2.976565 9.940908 11.610698 5.146492 1.561546 9.825769 12.255307 4.105854 8.146492 1.783918 4.064029 3.783918 9.664896 5.718036 9.448242 7.506037 -1.023563 4.224496 9.953847 16.078837 8.804704 12.073118 4.757925 10.152117 7.394420 9.339607 1.561546 4.677006 7.895430 7.738119 11.987445 NA 7.565282 7.979382 10.010678 5.998936 NA 8.777467 5.987794 5.556261 8.314189 9.565516 10.343436 4.373001 12.309451 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 8.7967460 14.1107528 7.8804492 1.5615461 4.7314548 15.2320200 8.3186418 8.4784044 12.8336735 9.9659617 8.2596557 7.0903094 12.1532079 6.6770064 6.0099898 -0.0234164 NA 8.2665860 7.7112767 7.7445197 9.8141952 11.8185246 11.4731713 -1.0235630 7.8530843 11.5191155 9.9028632 10.8392046 9.1552321 6.6560472 3.9307657 9.7381184 7.6525245 6.3428889 7.1212258 9.8796958 2.4360019 8.3667362 5.7180355 10.2711880 10.7831168 13.6693461 1.2984824 7.0264161 10.3753109 9.9021217 8.8453897 10.7819080 9.3130737 8.5708917 3.7839176 10.6993747 8.7628042 14.8711482 6.3192639 10.1558543 NA 7.4869750 5.7967457 -1.0235630 7.2526919 9.9919822 9.1676264 1.5615461 3.5001264 NA 11.8764905 2.1464923 8.8141950 11.8039099 10.1670092 NA 10.8868351 8.8031156 9.3870185 0.9765836 9.5811203 11.9325803 10.9825426 9.9996284 12.8336735 9.9659617 10.9762150 6.6347791 7.1663921 9.3794408 8.2596557 9.6204235 1.2984824 13.4959577 -0.0234164 1.2984824 6.6770064 1.7839176 13.1482131 11.3848969 10.9853459 10.3330191 9.7264367 10.9445139 NA 0.9765836 1.9765836 8.8797863 11.3540814 8.3731718 NA 8.6186190 11.3264013 6.8469320 6.8407528 TCGA-2Z-A9JG 64 0 NA 1662 kidney stage i t1a nx mx male 2010 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 4 5 NA NA 5 1 2 1 2 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.699307e-06 5.895554e-07 7.57575757575758 19.6969696969697 24.2424242424242 22.7272727272727 25.7575757575758 9.2458027 8.0141862 14.4122067 10.6986845 10.8624558 7.2340529 7.9652971 -0.5073777 10.7211040 12.5844345 10.0462152 9.9025072 9.9673058 7.9844390 7.9784153 7.9479133 11.0498102 0.4926223 13.1011873 -1.5075828 2.2999480 11.6401088 11.5440583 11.7211040 12.6636845 11.1958406 8.7570286 9.3552233 7.9662914 10.9693321 8.9993893 10.4540356 11.5663927 10.8413141 9.8913296 14.2488034 6.8896183 0.0000000 0.0000000 -0.5655000 0.0178240 0.0114000 0.0102850 0.0451410 -0.5547700 0.0000000 0.0000000 0.0000000 -0.5655000 0.0227250 0.0178240 0.0178240 -0.5739700 -0.5739700 -0.5662100 0.0176830 -0.5831800 -0.5831800 -0.5699200 -0.5699200 -0.5628600 0.0084743 -0.5384500 -0.5384500 -0.5502500 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 5.918851 10.019574 12.349887 5.601111 3.621864 9.930686 11.279264 8.765216 8.101765 3.952017 9.022992 1.077516 10.590957 6.213686 8.629577 7.424564 -1.507583 6.486940 9.683645 14.398034 9.192158 12.292980 7.689802 10.275993 5.411450 5.876291 3.850139 7.362950 8.345895 9.323893 10.949454 1.814509 6.918850 7.910438 10.623800 5.220508 NA 9.511481 5.165011 4.388617 8.427751 9.637219 9.747024 3.011120 11.374113 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 9.110053 13.349400 10.528760 6.172065 7.593248 13.101187 8.403978 8.738139 12.911163 10.654977 7.836882 7.966291 12.724407 6.850138 8.496806 NA -1.507583 8.866539 6.858908 9.893471 10.41293878 11.31535587 10.82154130 1.66252454 9.58468239 12.62933676 10.64930100 10.99889346 10.07848735 5.44678225 5.44678225 9.08317294 10.92329978 5.49258708 7.80319862 9.18868403 2.49259669 9.51910940 6.77798774 10.92225420 10.05148494 14.79572448 5.79636673 3.01613970 10.54956223 9.35134410 9.72680466 11.19692186 9.28862549 8.97034407 3.62186433 11.29832977 8.83509413 14.68903434 7.81097065 10.62669128 NA 7.98760169 6.70203967 NA 8.72860013 9.57805845 9.25579835 6.17206541 6.36295024 0.07751647 12.00717668 0.07751647 11.09528479 10.70569009 10.09945367 NA 11.06291601 9.09249870 9.47415310 -1.50758276 10.37178623 12.73888115 11.64010884 10.18432940 12.91116328 10.65497724 10.02299220 8.98343686 7.30956912 8.94367347 7.83688164 10.50346363 5.33807493 12.80695672 -0.50737767 6.44678225 6.85013807 5.74051476 12.22252523 11.11234736 11.23993971 9.91937480 10.36756720 10.23236648 0.81450941 -1.50758276 NA 7.45978323 10.66653160 8.67125091 -0.50737767 7.38436933 11.71008930 6.23405290 8.74997365 TCGA-2Z-A9JI 38 0 NA 1567 kidney stage iii t3a nx mx male 2010 NA no NA kidney papillary renal cell carcinoma 23 1984 white not hispanic or latino 4 1 1 1 5 1 4 2 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.774378e-07 6.935946e-08 10 20 30 30 10 9.6343491 1.3935809 13.9271000 10.2908991 10.9216862 6.8254040 7.8771320 NA 10.5664019 12.2768375 9.8719904 10.1226120 8.5601394 7.6287743 8.6927658 8.0963077 9.7642451 -0.1913266 12.7011381 2.9785251 5.2179868 12.3710762 11.8200532 11.4436331 12.1813243 10.3511435 8.6988595 9.8219179 7.9860149 10.9615139 8.5964976 10.1966126 12.3110542 10.3365609 10.3301957 13.3860241 7.5586656 0.0114000 0.0000000 0.0263730 0.0255310 0.0279190 0.0182430 1.2069000 -0.4092600 0.0144700 -0.4357200 0.0087528 -0.4132200 -0.2939000 0.0142740 0.0255310 -0.4174800 -0.4180500 -0.3802200 0.0308730 -0.4200300 -0.4200300 0.4101100 -0.4098100 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8.5651516 10.1139332 10.8271432 4.5802179 10.4835732 9.908601 9.659563 8.397310 11.099190 7.762791 11.060078 8.228556 16.174226 7.437952 13.945907 11.282808 13.927780 4.762790 12.448275 10.032597 10.984457 10.362225 14.411526 8.742286 6.084719 7.284329 12.701138 9.751843 8.878716 13.942540 9.856401 9.920383 7.986015 12.813781 7.768597 7.116934 NA NA 9.831657 7.470373 9.028562 9.9500639 11.0024286 10.8025950 1.6159341 9.6005721 11.6503561 10.4964083 11.7662415 10.0033521 4.0939995 6.3631833 9.5168169 9.8740114 6.6662652 8.4596468 9.1032159 5.7154871 9.3860241 -1.1913266 10.7776220 10.7994083 16.1742257 9.6950539 7.0893657 10.1271381 9.2556785 9.6626844 11.2243370 9.3775014 9.1361478 4.7627900 11.2505020 9.0574717 12.5090350 7.0067457 10.5279841 -1.1913266 7.0877885 8.2137366 3.8085910 8.8488849 9.6005721 8.2072106 6.0847191 7.2964354 6.5228404 11.5985364 0.8085910 9.3409512 11.6379216 10.3713147 -0.1913266 10.1226120 9.2442656 10.1406318 0.8085910 10.1917595 12.2983178 12.3710762 9.8184238 13.9425402 9.8564008 9.6657987 7.7304362 5.7858748 8.8028071 9.9203831 10.0899458 9.5651516 12.1690309 1.6159341 -0.1913266 7.7685972 4.5090370 12.8929054 10.1083757 10.4796940 10.3554897 9.8773736 11.1132318 2.1305356 NA NA 7.5987158 11.0784817 8.1858056 3.4524505 6.7452333 11.6163527 4.7154871 8.3670159 TCGA-2Z-A9JJ 69 0 NA 1213 kidney stage i t1a nx m0 female 2011 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 1 6 2 3 4 3 4 3 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6.935946e-07 1.040392e-07 21.7391304347826 13.0434782608696 30.4347826086957 21.7391304347826 13.0434782608696 8.950011 7.899931 12.226144 10.731351 11.236058 6.607150 9.203773 -1.415037 10.622329 12.859524 13.500708 4.257207 8.819600 12.900781 9.549123 7.682814 9.510337 NA 13.726490 1.169733 5.139371 10.567419 11.344878 11.392741 13.272103 9.280010 10.023054 10.022014 8.408149 11.229314 9.069605 10.823784 11.652721 10.465131 9.895395 13.334809 7.884929 0.00750000 0.00750000 0.05651300 0.01000600 0.00485790 0.00458000 -0.02438800 -0.03672100 0.00750000 0.00750000 0.00750000 0.01167900 0.01349200 -0.80152000 0.01000600 0.00070246 -0.50718000 -0.51166000 0.00000000 -0.00050326 -0.00050326 -0.00097017 -0.00097017 -0.00539920 0.68906000 -0.04061600 -0.04061600 -0.03067700 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 5.9684871 9.6291763 12.5380693 5.3396683 2.7547165 8.5478662 11.4854603 3.3396648 9.0370233 5.3921388 3.8701871 3.0442192 10.2295397 4.1083404 9.9538341 7.5187680 0.5847701 6.6182049 9.6636001 10.4439442 8.6001973 12.1058918 6.9156990 8.4765660 5.0925753 12.5790472 2.7547165 0.1697968 7.9684865 9.2607392 10.4421839 2.8327078 9.5331494 8.2250271 10.2223128 7.6126879 1.9066982 9.3354891 4.2572068 8.8155591 8.0605154 10.3575463 10.2461149 1.3545650 11.3880032 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 9.6615978 13.6666400 11.0107848 4.7345308 8.8111945 13.7264902 8.4841389 8.9962933 12.8476111 10.6380293 10.2223128 8.4081493 12.7737573 1.1697326 9.2259307 -0.4152299 NA 9.9084000 6.7547072 10.0693483 10.2721578 11.7356401 11.1624470 8.5302261 9.4803574 12.9849945 10.9491905 10.7014511 10.3985634 6.8885631 5.3262497 10.0513686 11.9489168 6.9984099 7.0685977 9.0816360 3.8701871 9.3636808 7.9984099 11.1388913 8.6195810 15.4215969 4.4427644 6.1083446 11.2832698 9.7640693 8.5169969 11.3667565 10.2852219 8.5663494 10.1888720 10.1210294 8.9246323 13.6231439 9.4535353 10.0539152 -0.4152299 7.2428864 7.2886862 3.9423362 9.5577620 10.3177975 8.5491231 4.7345308 4.9423362 6.6880698 12.4040632 9.3751307 9.4635994 10.7493749 10.3739082 -1.4150375 10.5738218 8.9156990 10.1147007 4.2286417 9.9461777 11.7667108 10.5674193 10.1971900 12.8476111 10.6380293 10.8240824 9.7230540 5.2712837 10.3448034 10.2223128 10.8090854 4.1697487 12.9877276 2.8327078 6.4113313 1.1697326 6.1470237 12.6188933 9.9576472 10.3868946 10.0120950 10.4731449 9.8753771 0.9067367 7.5006619 5.3127015 8.7992955 10.4506507 10.0375382 0.5847701 8.6788600 11.3620375 7.1355287 9.0078979 TCGA-2Z-A9JK 50 0 NA 1186 kidney stage iii t3a nx mx male 2011 NA no 100 kidney papillary renal cell carcinoma 60 NA white not hispanic or latino 1 1 NA NA 4 1 5 1 3 2 0 0 6 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.080784e-06 4.508365e-07 13.6986301369863 21.9178082191781 13.6986301369863 30.1369863013699 20.5479452054795 9.1089820 6.1611783 13.5162806 10.3484926 10.9136225 6.3783295 8.7515133 0.1240634 10.6179444 13.0384117 11.5263904 9.0538404 8.9054487 10.2093400 8.2805936 9.2881578 9.6318835 1.1240634 12.6981305 1.8610422 4.2670488 10.6025215 11.4125994 10.8285690 13.9448662 9.7846792 9.0518669 9.8000460 8.2805936 10.5916945 8.7534454 9.8537097 11.6556328 10.6952095 10.2486411 14.2046011 7.8133650 -0.00455660 -0.00464790 0.00652620 0.49735000 -0.00152430 -0.00152430 0.00430210 -0.00166290 -0.00464790 -0.00464790 -0.00464790 -0.50536000 -0.00211770 0.00471900 0.49735000 0.00000000 -0.00283040 0.00374650 -0.00307270 0.00166420 0.00166420 -0.51197000 -0.51197000 0.00610900 0.00610900 0.01307400 0.01167900 0.00027728 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 -0.488 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.512 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 -0.488 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 7.9548681 11.5865912 11.8511585 5.9820695 4.4698664 9.3369988 10.2044623 0.8610819 8.7314192 5.9653918 8.1757511 5.7190355 10.3109254 5.1973386 9.3327296 7.4628695 2.7870563 6.4933223 9.9410726 14.7426186 8.8834223 12.1459943 4.7289490 9.0994593 5.0469232 9.6045425 3.6265910 5.2940141 7.5670328 10.5206937 11.1786932 4.0309805 7.7190355 10.2044623 10.1986763 7.6132679 NA 8.8542759 4.0626916 5.3090306 8.3814768 9.7541376 10.0538405 3.4844475 9.8088902 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 9.207125 12.772372 9.424823 6.139040 7.642414 12.698130 7.108982 7.613268 13.200014 10.749798 12.121504 8.280594 12.115847 8.220365 3.748579 -1.460767 NA 10.656120 7.572549 9.597098 9.9276820 11.3382056 11.2326134 2.3464747 9.1684831 12.6178610 10.3392173 10.7843820 10.8616180 5.8337478 6.2044616 9.9239101 12.0023953 6.6083347 7.4309100 9.9737546 6.0389716 9.5531470 7.1538367 10.4267278 8.5862502 16.5215574 6.1390397 7.1901783 11.1408972 9.7697473 8.7811095 11.5205153 9.3712252 8.6606598 8.2956826 10.3468838 8.1752980 14.2036015 7.2849018 10.1418253 NA 9.5003374 9.2386987 -1.4607667 8.9965074 9.6945771 7.2221206 6.1390397 5.6684085 NA 11.2644927 2.5391340 11.5759869 11.0816747 10.1937624 0.5391340 11.5117473 8.9400058 9.3680563 5.5944082 9.8135045 12.3872603 10.6025215 9.5419415 13.2000137 10.7497977 10.7109287 8.7077984 8.4064053 9.7655507 12.1215036 10.9447997 4.9314420 12.6704207 4.8059115 6.2533710 8.2203648 4.8429085 12.5538443 10.6424142 10.6980516 10.4991283 11.3135017 10.1432162 1.1240634 0.5391340 0.1240634 8.1692481 11.2574024 8.5862502 1.8610422 8.3106160 11.0780428 6.0705074 8.3767544 TCGA-2Z-A9JL 47 0 NA 1006 kidney stage i t1a nx mx male 2012 NA no 100 kidney papillary renal cell carcinoma NA NA black or african american not hispanic or latino 1 3 2 2 2 2 6 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 2.323542e-06 6.242351e-07 6.81818181818182 14.7727272727273 19.3181818181818 34.0909090909091 25 8.924305 8.010152 13.548480 10.820378 11.340390 6.908973 9.094216 2.360533 10.415819 12.656649 10.708379 9.898919 9.193426 11.069620 8.483623 7.387337 10.453822 NA 15.072461 1.845952 2.623563 10.942866 11.391923 11.748984 11.733401 10.728606 9.519398 10.313569 7.966386 10.574370 9.059588 10.692349 11.840721 10.942114 9.624510 13.989483 8.210986 0.00469210 -0.00032601 0.03088100 -0.00262440 1.47930000 2.64350000 0.00681230 -0.00179350 -0.00032601 -0.00032601 -0.00032601 -0.00272770 -0.00718790 -0.00262440 -0.00262440 -0.00912080 -0.00920350 0.00028513 0.00264360 0.00097850 0.00097850 -0.00552970 -0.00082375 0.00750790 0.01391900 -0.01256800 -0.01256800 0.00639500 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 0.000 0.000 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 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 7.04983548 10.14647907 11.92106018 6.19848040 2.62356256 10.09273759 11.33581110 3.20853287 9.34466985 6.32401128 5.83302415 5.69682012 10.17936773 4.16788776 9.23336515 6.63852135 0.03857665 6.10469729 9.73470640 14.71455971 8.77162350 11.92601922 6.63852135 9.04703691 6.60085103 10.92735146 3.62357427 3.20853287 7.51434165 9.35602075 10.90100918 0.03857665 7.87781172 8.68426647 10.59367655 10.37734460 0.03857665 9.08981723 6.84596293 6.31529088 7.81668546 9.55681870 10.08436781 5.10577444 12.31192010 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 8.7407809 13.5118066 10.7316595 4.8199696 7.5660853 15.0724613 7.7597071 8.4898195 12.6231010 10.7665287 8.8084462 7.9663861 12.1739968 6.7251085 8.8965891 -0.9612829 -0.9612829 8.8232430 6.7320955 8.9151865 9.86038214 11.86495806 12.34110433 0.62358597 8.93342599 12.60454327 10.88409823 10.62638575 10.69190113 7.08845647 6.12607048 9.91895698 9.53845416 5.75285294 6.99860961 9.11542372 5.18835345 9.41147328 7.07203075 10.52895765 9.25414119 15.28677668 8.94700070 3.94549534 11.43521295 9.94098332 8.80015928 11.50799562 10.62075015 8.61980877 4.32401128 11.25898653 9.11141062 14.47931517 7.36562168 10.30246426 NA 8.26593519 7.79015232 0.03857665 8.72860625 9.83869923 9.11452840 4.81996956 6.64593794 -0.96128289 12.02391649 -0.96128289 10.04633635 10.87110268 10.49290748 NA 11.87268415 8.61036086 9.37734460 3.36053284 9.97082289 12.10284572 10.94286649 9.85399144 12.62310098 10.76652866 10.24440142 8.59127736 6.89658913 9.70543575 8.80844619 10.30539477 9.09795257 12.81617174 1.36053284 2.62356256 6.72510854 5.66796590 12.67387284 10.43199865 10.85679090 10.03649331 10.27282687 10.39175505 -0.96128289 2.20854847 NA 8.40899032 11.97155368 9.33667079 3.62357427 8.41798665 11.49573253 7.48981907 8.81832749 TCGA-2Z-A9JM 28 0 NA 934 kidney stage i t1a nx mx male 2012 NA no NA kidney papillary renal cell carcinoma 16 NA white not hispanic or latino 2 3 NA NA 2 2 5 3 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.421869e-06 5.548757e-07 8.62068965517241 25.8620689655172 13.7931034482759 34.4827586206897 17.2413793103448 8.852416 6.650173 14.296105 10.683489 11.015561 6.267453 9.088052 -1.036230 10.338169 12.673618 11.737224 9.848606 8.743392 10.697535 7.783851 7.533528 10.240378 NA 13.983437 NA 5.471467 11.384948 11.224865 11.446984 11.828246 9.634329 9.425152 9.685626 7.541101 10.255419 8.973501 10.508637 11.841532 11.043491 10.499920 14.417811 7.138998 0.00221930 0.00819590 0.00041593 -0.00373950 1.11760000 1.11730000 0.53942000 -0.00498440 0.00221930 0.00847430 -0.01285100 0.00041593 0.00458000 -0.00069303 -0.00373950 -0.00138580 -0.00138580 0.00713250 -0.00705760 -0.00526100 -0.00526100 -0.00456950 -0.00456950 -0.00166290 -0.01484300 -0.03517600 -0.03517600 -0.01656700 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 7.28108525 10.31626773 12.13359750 6.23979708 6.16334576 9.94264030 10.78185523 -0.03637791 8.62366827 4.63609674 6.57100323 5.42310414 9.97932444 3.77102985 9.20922525 6.95813855 0.54863390 6.90031015 10.26288048 16.38611397 8.89883746 11.80896655 6.78385211 9.50573714 7.43534773 10.24560250 2.13359640 7.09809842 8.41488350 10.25253854 11.25714413 1.28557977 7.61830841 8.66063988 10.16395806 5.21160021 2.13359640 9.20565569 6.72522309 5.79326905 8.02908841 9.49829635 10.29626857 5.01199649 11.63570443 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 8.653671 13.614500 10.897732 6.239797 7.321225 13.983437 8.338712 8.353842 12.722416 10.366152 10.028415 7.541101 12.441051 6.821654 8.497002 NA -1.036230 9.489193 6.821654 8.599844 9.98117695 11.85241574 11.05510792 1.28557977 8.85849020 11.89883757 10.52543781 10.86491652 9.94737876 6.55612895 6.68477106 9.52972648 9.95164709 5.20169659 7.54863467 9.40246446 5.90618591 9.40972187 7.38573732 10.69541579 9.44345270 16.19470614 5.45552450 1.96365907 10.28221529 9.77665197 9.84325575 11.39882186 10.05246073 8.49700233 5.67791692 10.78584501 9.03200742 14.31343751 7.34629654 10.11341961 NA 7.65314674 8.49505393 -0.03637791 8.20446404 9.72854418 8.91641364 6.23979708 6.60752858 NA 12.04165648 -0.03637791 9.93017789 11.14668748 10.60210840 NA 11.29794580 8.35384153 8.96508066 1.96365907 9.88253576 11.84975009 11.38494840 10.22400409 12.72241622 10.36615170 10.44547190 8.11849055 7.47146713 9.90803318 10.02841527 9.98950421 4.09295160 12.79557350 2.77101928 3.05112844 6.82165410 5.05113714 12.78883006 10.72646980 10.90655348 10.21633797 9.99088737 10.47394222 3.35598882 -0.03637791 -0.03637791 8.71598635 11.41902028 8.69499159 NA 7.81854064 11.36641812 7.15842893 7.57838250 TCGA-2Z-A9JN 50 0 NA 740 kidney stage i t1a nx mx female 2012 NA no 100 kidney papillary renal cell carcinoma 50 1994 black or african american not hispanic or latino 1 6 NA NA 5 3 5 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4.508365e-07 3.121176e-07 45.4545454545455 13.6363636363636 4.54545454545455 31.8181818181818 4.54545454545455 9.451917 2.360926 16.148400 11.355040 11.222526 7.712598 9.692787 NA 10.823084 12.680124 11.611813 8.357160 9.165053 8.676827 9.112466 7.775960 10.200126 -1.223980 12.373198 4.235390 5.925708 11.182962 11.600883 11.204843 12.802915 9.790678 9.410771 10.767127 8.472927 10.684352 9.291659 10.641693 11.903793 10.377731 9.816249 12.698637 7.555318 0.00360760 0.00069327 -0.00055444 0.00000000 -0.00235530 -0.00235530 -0.00055444 0.00069327 0.00360760 0.00069327 0.00069327 -0.00055444 -0.00848010 0.00000000 0.00000000 -0.00041585 -0.00636680 -0.00050776 0.00041593 -0.00069303 -0.00069303 0.00291330 0.00030707 -0.00676200 0.00541390 0.00152550 0.00152550 -0.01766600 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6.5308480 12.2719396 10.5295943 5.1509983 2.7759566 8.9111945 11.1792381 2.3609261 8.7871869 7.3832904 3.7301508 3.0238940 9.8099195 3.5308448 9.7503744 7.0869812 1.3609261 4.4764011 10.0894097 9.0594997 8.1938121 11.8599376 8.7815843 9.6056825 7.4341712 10.9933116 2.3609261 NA 7.9433781 8.9780835 10.4497104 2.3609261 10.4323846 8.6978006 10.1996009 4.8634231 4.5003368 9.3334235 5.1853512 4.0238852 8.1113501 10.4461911 10.1650532 0.2665167 12.1471415 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 9.3814393 12.8647480 10.5161621 4.7301563 8.2658077 12.3731976 9.5654934 9.3543325 13.0512113 10.6470949 9.3888282 8.4729272 13.0509930 5.8312414 9.2587676 -0.2239803 2.2353901 9.7976338 6.4341712 9.7737320 10.795550 11.701143 11.729065 2.583327 9.678335 13.013767 11.045963 10.996640 9.962068 1.945870 5.023885 9.754670 9.681347 4.732247 6.990279 9.637822 4.061361 9.654011 7.767481 10.155879 9.881214 15.723699 1.775978 2.863423 10.816592 9.380513 8.758953 11.313178 10.808005 8.295596 5.852775 11.217607 9.205722 12.839355 5.755069 10.126899 NA 7.580704 7.047423 -1.223980 9.519953 10.054990 9.128003 4.730156 8.768898 NA 12.771462 7.065978 8.388828 10.955558 9.559776 -1.223980 11.411224 9.186411 9.318991 3.419822 10.491493 12.378311 11.182962 9.739578 13.051211 10.647095 10.368884 9.275806 8.210588 10.208423 9.388828 10.607267 2.682843 13.204385 9.410771 7.070580 5.831241 4.798325 12.795898 11.264302 11.883013 10.527085 10.315119 9.340109 -1.223980 6.390669 NA 8.059951 10.692463 10.412584 1.360926 8.838006 11.126070 6.753239 8.488487 TCGA-2Z-A9JO 56 0 NA 949 kidney stage i t1b n0 mx female 2012 NA no NA kidney papillary renal cell carcinoma 11.25 1975 black or african american not hispanic or latino 1 2 3 4 5 1 4 3 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 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7.976338e-07 4.161568e-07 13.8888888888889 19.4444444444444 19.4444444444444 25 22.2222222222222 8.006941 5.667736 15.017964 11.264958 10.514283 7.040889 9.556259 NA 11.004793 12.247256 10.753664 10.687159 8.989664 8.607846 8.831855 7.125586 9.088736 0.292664 11.776764 3.877656 3.540622 11.779028 11.833493 11.289876 11.147564 9.424553 9.246892 10.507622 7.989664 10.824565 9.249798 9.995735 11.518205 10.612368 9.373514 12.550231 6.847515 0.0000000 0.0000000 0.0071666 0.0059149 0.0071666 0.0071666 0.0081407 -0.0068360 0.0000000 0.0000000 0.0043860 -0.0694650 0.0046639 0.0059149 0.0059149 -0.0671090 -0.0671090 -0.0190940 -0.0644270 0.0045674 0.0045674 -0.0386320 -0.0447570 -0.0221120 0.0018868 -0.0021332 -0.0021332 -0.0563610 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6.175339 13.929774 9.135046 6.246893 2.292693 10.216202 10.850160 5.442443 10.399259 6.269976 4.150673 1.877666 9.473525 5.125585 8.849202 6.997776 NA 5.199586 9.138186 12.327667 8.369512 12.112077 6.877658 10.705266 7.516698 6.074056 3.614627 8.457603 9.005223 9.164601 11.604444 2.100036 6.432248 8.382809 10.624733 5.862551 4.718959 9.354742 6.087113 2.752128 9.144445 10.747355 10.673157 1.836207 11.110383 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 9.5571387 12.3691777 9.0341632 4.3370902 6.7020868 11.7767637 9.1350464 8.9526920 13.1132740 9.9606946 9.6403174 7.9896636 12.8695347 1.8776657 5.1995860 -0.7072183 0.8776657 9.3233633 6.1255870 7.9012839 10.1522308 11.6414242 11.6064295 3.8162618 9.3506877 11.6356041 10.0960200 11.4920617 9.3601305 6.9791965 4.4626217 8.0274057 6.5311007 4.2468945 7.9791965 9.3933585 4.4219773 8.6633834 0.8776657 10.4707384 9.7031474 14.9700854 4.3370902 4.2926934 10.4997104 9.4012206 9.4012206 10.9987604 8.9739344 8.2842180 5.4825192 10.9179483 9.6424528 13.6473587 4.8875448 10.1791548 -0.7072183 7.8339862 7.4576033 -0.7072183 8.8888860 10.1224188 10.8302106 4.3370902 6.8162579 4.6502476 12.0697459 -0.7072183 12.6973055 11.5746261 10.2085754 NA 10.9215972 8.9256912 9.4613681 2.4626282 10.2505237 12.4758662 11.7790283 9.9311320 13.1132740 9.9606946 10.9087854 8.3122867 8.7252381 9.5037325 9.6403174 9.7221029 4.2926934 12.9139467 4.1995860 4.2468945 1.8776657 2.9931309 12.6510726 12.1846696 12.1734275 10.5233170 9.9580319 8.9275072 NA 3.7521277 -0.7072183 8.7069798 14.3979044 9.3628170 -0.7072183 8.8568457 10.8814107 6.4626217 7.6236130 TCGA-2Z-A9JP 63 0 NA 893 kidney stage i t1a nx mx male 2011 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 2 2 3 4 3 1 5 1 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.352509e-06 3.467973e-07 13.7254901960784 19.6078431372549 29.4117647058824 19.6078431372549 17.6470588235294 8.3917544 5.0848296 14.7519906 11.0648697 10.2055581 6.5029718 9.1133520 -0.7732449 9.9950319 12.6052779 12.0295659 8.6234525 8.1002918 10.1216653 7.0470268 6.6105524 8.9999868 -0.7732449 13.3014072 1.2268784 8.5532772 11.2828078 10.5901994 11.2488686 11.8288505 9.4959743 8.3063324 9.1708274 6.5577639 9.9699990 8.6739309 9.7871804 11.6191650 11.2328230 9.9640949 12.8107531 6.7735876 0.00471300 0.00972170 0.00332390 -0.00471380 0.79045000 0.79045000 0.74673000 -0.00526690 0.00972170 0.00972170 0.00972170 0.00159350 0.00930380 -0.00139180 -0.00471380 -0.00036333 0.00665930 -0.00416050 -0.00333030 0.00958240 -0.02034000 0.01181200 -0.00775410 -0.00733980 0.78060000 -0.06411200 -0.05658300 -0.03790400 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 5.3143122 12.7900439 11.2119780 5.6697921 2.5487818 9.6893498 10.8075773 3.3967760 7.7504095 2.9272897 6.3457884 -0.7732449 9.7686895 3.0341981 9.7156920 6.6318188 2.9272897 5.8267595 9.8670926 15.6457425 9.4129619 11.7395881 6.4265197 9.7756695 6.5306279 10.3056655 1.5487818 8.4936341 9.2630213 9.2055580 12.1938937 NA 6.8267607 7.3765951 11.2571699 5.2492140 1.2268784 8.4338621 8.6842286 5.6942896 8.9783916 10.0036919 10.5351866 3.1433281 12.5428448 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 8.8992729 13.7044162 9.2155323 4.3561297 5.9547686 13.3014072 8.6862792 7.2212014 12.6412686 9.2602706 8.3483812 6.5577639 11.9917192 4.8992723 7.9479466 -0.7732449 NA 7.6944533 7.0406284 7.9116311 9.8912949 11.3822983 11.3334105 4.6191665 8.2183695 11.1605382 9.5385960 10.9032455 8.8543816 5.7025800 3.8118101 9.6883271 8.1397370 4.7560465 7.2268476 9.8360264 4.5122522 8.2155325 6.6780592 10.0581548 10.1427270 16.1278087 3.0341981 4.4747735 10.3149733 9.5397305 10.0430312 10.6718625 9.1795889 8.5711436 4.9272897 10.0621085 9.4938214 14.8247547 7.1848198 9.3235628 NA 8.0803443 7.4508492 -0.7732449 7.2436558 9.6415328 9.7940621 4.3561297 7.0848286 NA 11.3512921 NA 11.5263419 11.5558030 10.6191650 NA 10.4865909 8.1337382 8.9063278 0.8117998 9.0801572 11.8007314 11.2828078 9.2875436 12.6412686 9.2602706 10.4795130 6.3143104 7.5214685 9.7356129 8.3483812 9.4301956 -0.7732449 13.4084658 NA 2.0342157 4.8992723 2.8118204 12.8838310 11.6035157 11.4305015 10.1133063 9.0973664 9.9376541 1.5487818 4.1337361 NA 8.9707228 12.4078709 8.0016345 NA 9.3418913 10.8648309 6.9410934 8.1367405 TCGA-2Z-A9JQ 66 0 NA 778 kidney stage i t1a nx mx male 2012 NA no NA kidney papillary renal cell carcinoma 40 NA white not hispanic or latino 2 3 2 2 2 2 3 3 2 3 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.525908e-06 9.01673e-07 2.85714285714286 27.1428571428571 21.4285714285714 35.7142857142857 12.8571428571429 8.302819 3.863711 13.941954 11.383646 10.552361 6.555585 9.494185 NA 9.837460 13.328489 11.598417 9.099906 7.647083 10.517517 6.411196 7.302819 9.213116 NA 13.951272 NA 5.250730 10.775215 9.643048 11.109443 11.075409 8.453287 8.411195 8.634943 5.589533 10.161858 8.292551 9.511996 11.494185 10.203558 9.710162 12.915649 7.503118 0.0130740 0.0130740 0.0718220 0.0000000 1.6282000 1.6490000 0.7833100 -0.0063668 0.0130740 0.0130740 0.0130740 0.0673750 0.0102850 0.0000000 0.0000000 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 0.000 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 3.485195 12.703638 10.872352 6.163267 3.748225 9.402007 11.692210 8.821479 7.021249 6.250730 3.863711 3.163273 9.294739 2.163273 9.151953 6.268863 NA 6.271792 9.310473 14.289569 8.218550 12.305375 5.021249 9.889486 7.710162 9.731224 NA 6.292552 9.511996 7.082131 12.793990 NA 7.382436 6.702426 10.526308 5.970624 NA 8.348143 7.671063 6.250730 8.593721 9.229922 10.192555 2.638352 9.345066 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 8.2239640 14.2688491 9.2899723 3.1632733 7.2507305 13.9512725 8.7140147 7.1856357 11.7101624 9.2796120 7.9380552 5.5895328 11.9621447 5.1174623 8.3331929 NA 0.1632411 8.4761508 7.5119961 7.2048176 9.3281749 10.5768958 10.2360704 NA 7.9181554 11.0813858 9.5641474 11.4111955 8.4347308 6.9576836 3.8637105 9.2347303 9.5448109 2.7482251 7.3028189 10.0641347 4.6868310 7.0821309 7.8567548 9.3306861 10.5620116 15.1263446 0.1632411 5.2076625 9.9081018 9.3580248 9.0118909 10.4382284 8.8071240 9.5916282 4.6868310 10.3331929 9.9043641 15.6701953 5.4210314 9.3506199 NA 7.2185506 6.1632673 NA 1.7482465 9.2320462 8.9181554 3.1632733 2.4851949 NA 11.1505319 3.8637105 10.4851961 11.0580857 9.9064194 1.1632411 10.5779531 7.6868296 9.1994414 0.1632411 9.0336325 11.0305467 10.7752149 10.0259053 11.7101624 9.2796120 11.0520112 5.7482304 6.9706225 9.9389440 7.9380552 8.5937205 1.1632411 13.5952878 0.1632411 NA 5.1174623 0.1632411 13.8180158 10.9937831 10.5684093 9.4463563 8.4670487 9.4964232 2.4851949 1.7482465 NA 9.8885319 11.7143897 8.0212487 1.1632411 8.4016727 11.3462829 7.0701585 7.2076616 TCGA-2Z-A9JR 57 0 NA 161 kidney stage i t1a nx mx male 2012 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 2 4 NA NA 2 2 1 1 2 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.075072e-06 3.81477e-07 11.9047619047619 19.047619047619 19.047619047619 23.8095238095238 26.1904761904762 8.557332 7.582485 13.860613 10.878535 10.854029 6.759911 8.640866 -1.079173 10.338560 13.220845 12.184857 9.178095 8.424533 11.923874 8.404523 7.159112 9.744074 NA 14.019068 3.313028 3.827595 11.232172 11.181124 11.384232 12.756856 9.376034 9.072992 9.955506 7.860286 10.205531 9.104343 10.578026 11.693022 10.714717 10.202637 14.264726 8.070530 0.0015255 0.1422100 0.0022193 0.4103100 1.3644000 1.3720000 0.6719600 -0.0042166 0.1422100 0.1422100 0.1438400 0.0022193 0.0095883 -0.0306740 0.4103100 0.0000000 0.0000000 -0.0015243 -0.0094046 -0.0055004 -0.0055004 -0.0030475 -0.0030475 -0.0076101 0.6803100 -0.0659840 -0.0410240 -0.0368100 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 1.364 1.364 0.000 0.000 0.000 0.000 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 1.364 1.364 0.000 0.000 0.000 0.000 0.000 0.000 6.7216078 11.6739240 12.1614986 6.5860426 5.0906333 9.8639620 11.4740966 3.8749051 7.9732755 1.7280511 6.0906333 1.5056877 10.0578713 3.7786922 9.1142327 7.1325953 NA 6.1006161 9.5807031 15.0237635 9.0161043 11.9633926 6.7408857 9.4676017 7.7086101 9.8987027 3.1686420 9.3842316 8.6469255 9.4075423 11.0779057 0.5056877 7.3923827 8.0266158 10.8929691 5.3469711 NA 8.6872360 6.6689006 6.1385196 7.7183685 9.2683396 10.2170499 5.4223070 12.4993311 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 8.747256 13.475656 8.244888 5.578918 6.628066 14.019068 7.836587 8.578919 12.536567 10.572656 8.085614 7.860286 12.300086 6.420553 8.325849 NA -1.079173 8.682258 7.196831 8.999125 9.93263332 11.57869549 11.43936040 2.82759549 9.27495651 11.92317069 10.54184333 10.47577558 10.11546404 6.76619760 6.38013894 8.85881652 10.13320362 4.26659917 7.57175871 9.23811976 4.92070775 9.35949899 7.05513382 10.45062577 9.14832328 15.47962116 4.44426950 7.09063223 10.68930510 9.79184239 9.82834898 10.98174087 9.75596812 8.75201462 3.77869220 10.56636567 9.52247796 14.71179379 7.21744012 10.07552528 NA 8.03460586 7.42055314 NA 8.70206703 9.55188433 9.22104837 5.57891759 7.45598224 NA 11.75774376 1.50568772 10.92808498 10.97021549 10.29628979 NA 11.33644898 8.33221830 8.98948561 -0.07932559 9.77635440 12.10294637 11.23217176 9.99283979 12.53656673 10.57265580 10.39238247 8.29139451 7.40452340 9.78889709 8.08561427 10.08309859 3.44426950 12.65160188 NA 3.62114930 6.42055314 4.04998791 12.39390561 10.57175890 10.91222905 10.07235800 9.89296911 9.98275334 0.50568772 1.42658681 NA 8.69386292 11.44988642 9.07299220 -1.07917317 8.91788670 11.31168225 7.40854714 7.87490330 TCGA-2Z-A9JS 74 1 492 NA kidney stage i t1a nx mx male 2012 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 4 4 NA NA 2 2 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.843738e-06 9.01673e-07 9.25925925925926 20.3703703703704 24.0740740740741 23.1481481481481 23.1481481481481 9.2849481 7.3168852 13.4418347 10.7271403 11.2605222 6.8731611 8.8746891 0.3772904 10.3913267 13.2402341 10.8920203 9.1263377 9.2259292 10.8408305 8.4501089 7.4134798 10.1814373 NA 14.1723058 1.8367321 5.1454900 11.7245123 11.6607636 12.2070289 12.2271022 10.4841962 9.4654319 9.8915272 8.2568894 10.6947188 9.2728814 10.7362321 11.9040500 10.7623597 10.4196462 14.6857519 7.7915894 0.00055459 0.02862300 -0.00487570 -0.00254080 0.76342000 0.77522000 0.67048000 -0.04874800 0.00055459 0.03792400 -0.01161100 -0.00609040 0.02777800 0.00805670 -0.00254080 0.00541390 0.00541390 -0.01546600 -0.01849000 -0.00470790 -0.00470790 -0.02862800 -0.02862800 -0.03708200 0.67307000 -0.08903700 -0.08903700 -0.08359800 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 4.5065892 9.9193708 12.5918530 6.1652085 1.3772904 9.5119443 11.9706973 7.4674189 8.3315024 5.0497310 4.8530375 3.9008668 10.0046851 5.0777472 9.4521166 7.6708241 -0.6225986 5.3996736 9.5340213 13.7547815 9.0139309 11.9150100 7.0603004 8.8171372 7.4217005 9.3423690 3.5472277 7.0846649 8.4727034 8.8264547 10.6762280 2.2841884 7.9716309 7.9106361 10.9270909 5.4541232 NA 9.3822289 5.4962482 5.7860186 8.1586657 9.7127356 10.3121028 4.8828778 13.0319462 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 8.9929358 13.8337569 9.3766016 3.8367422 7.9753585 14.1723058 8.5522318 9.1229807 12.1463175 10.6554653 7.6487696 8.2568894 12.8914655 6.1321943 8.5283228 0.6991962 NA 8.7115796 7.5270531 10.1650455 9.9632076 11.5216458 11.2677605 0.3772904 9.2789273 12.5617167 10.8186942 10.3748385 10.3968969 7.2445846 4.6810894 8.7781856 8.1137083 4.4217013 7.7803180 9.3989803 3.3773042 9.7020494 7.1221405 10.2113822 9.3588736 13.6189170 2.5472277 6.7171568 10.7031738 9.5270533 9.2070290 11.4591225 10.2149342 9.4766541 4.4433945 10.9688285 9.6806247 14.9227836 7.9068732 10.4981920 NA 7.9295141 6.5621814 0.6991962 9.0872517 9.9433602 9.3925332 3.8367422 5.1187750 NA 12.2401373 2.8367321 8.2916915 10.5569043 9.6346940 1.9622529 11.7972664 8.9086877 8.9883311 1.8367321 9.8880704 12.5139770 11.7245123 10.1463175 12.1463175 10.6554653 10.2883236 9.0673042 7.7930479 9.4203199 7.6487696 10.1425923 2.6252237 12.8899232 -1.6228207 5.9697629 6.1321943 4.9471612 12.3547650 10.4584568 11.0934826 9.9145246 10.3260384 10.2271022 -1.6228207 -1.6228207 -0.6225986 7.9885893 10.3632691 9.7009239 0.6991962 8.3857347 11.4632765 7.3885331 7.9753585 TCGA-2Z-A9JT 71 0 NA 684 kidney stage i t1a nx mx male 2012 NA no 90 kidney papillary renal cell carcinoma NA NA white not hispanic or latino 4 2 3 3 3 1 1 2 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.803346e-06 5.548757e-07 10.1449275362319 14.4927536231884 30.4347826086957 30.4347826086957 14.4927536231884 7.4569334 4.3573972 14.9335956 11.1739240 10.0033131 5.8719718 7.7692111 NA 9.8469587 12.5447495 11.8954478 9.4142286 7.7979701 10.1198981 6.1046323 6.9763075 9.2435294 NA 12.6956563 0.5500141 4.0094726 11.4493994 9.3606143 10.4763385 10.9794493 9.1720944 8.1793991 8.3638238 5.3573972 9.8331309 7.9075943 9.0458975 11.5820882 10.9950574 9.9615534 12.4501546 6.9019529 0.0026357 0.0102850 0.0119580 0.0012481 0.5471100 0.5755800 0.5124600 -0.0228810 0.0102850 0.0102850 -0.0032067 -0.0008316 0.0070826 0.0012481 0.0012481 0.0000000 -0.0060168 -0.0107840 -0.0198630 -0.0186280 -0.0186280 -0.0044312 -0.0206870 -0.0265770 0.5343200 -0.0758970 -0.0616890 -0.0563070 0.000 0.000 0.000 0.000 0.562 0.562 0.000 0.000 0.000 0.547 0.547 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 0.547 0.547 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 7.0736050 12.6757788 10.5013273 6.3573972 6.4569326 9.5040934 10.7896411 5.3573972 7.1938989 5.3573972 8.1793991 4.0094726 9.3352662 1.5500634 9.3477040 6.0107843 0.5500141 7.4807797 10.2206988 15.2822099 9.3955326 12.0568459 5.3049308 10.2813615 6.3314025 9.3281197 NA 9.5944366 9.7472592 9.5301822 13.4002294 0.5500141 7.6895941 7.9763075 11.0196843 5.5500418 3.3573972 8.8538232 8.5500426 5.7979701 8.2224679 9.1541880 10.7249682 2.1350094 10.3718165 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 8.0012534 13.5554916 9.4142286 4.4569310 6.3314025 12.6956563 8.3765908 7.7979701 12.3057647 8.8987707 8.3573976 5.3573972 12.0428971 4.2504841 7.8987707 1.5500634 0.5500141 7.6053247 6.5500418 6.4988763 9.4689058 11.6552963 10.9981588 5.3573972 7.4689058 10.6441202 9.1757514 11.4280934 8.2915096 5.8719718 5.7979701 9.7788612 9.8629254 3.7199719 7.2082539 9.7570568 5.2504803 7.2779634 7.4448600 9.5129385 10.5358844 16.7296406 4.0094726 4.2504841 9.9315854 9.4866804 9.4204072 10.5626671 8.5834657 9.0418957 5.1350053 10.2813615 9.9279255 15.1127023 8.4722404 8.8492506 NA 6.6575214 8.0736044 0.5500141 4.2504841 8.9888343 9.3444584 4.4569310 6.8168288 NA 11.1610673 2.1350094 10.9971258 12.4789310 10.4954863 2.5500387 9.5889616 7.0257763 8.5612696 0.5500141 8.8898924 11.3207064 11.4493994 9.1902874 12.3057647 8.8987707 10.9412861 5.4569343 6.3829318 9.7151505 8.3573976 8.5443961 4.1350012 13.7171470 2.5500387 2.5500387 4.2504841 0.5500141 13.6095560 11.5577706 10.7212194 10.1830377 8.3829326 9.6053249 NA 5.0094726 NA 9.8080903 12.7768852 7.0578369 NA 8.0892015 10.6507049 6.4807805 7.3314025 TCGA-4A-A93W 66 0 NA 4 kidney stage i t1a n0 m0 female 2013 NA no 100 kidney papillary renal cell carcinoma 12.5 1943 white not hispanic or latino 4 3 2 2 2 2 5 3 2 3 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 2.219503e-06 8.323135e-07 6.59340659340659 19.7802197802198 10.989010989011 34.0659340659341 28.5714285714286 9.207982 5.393056 13.407982 10.823551 11.145127 6.643377 9.265281 NA 10.476044 13.420204 11.105997 10.530558 8.952482 10.239996 8.463443 7.061603 9.317054 NA 13.829744 4.249461 3.681179 10.978649 11.246840 12.236165 11.572020 10.777758 9.062797 9.847646 7.557908 10.344799 9.317054 10.566771 11.853521 11.198238 10.329506 15.020281 7.156578 -0.0042523 0.0089329 0.0064279 0.0000000 0.9086100 0.9100500 0.8471700 -0.0141880 0.0089329 0.0089329 0.0089329 -0.0024308 0.0146500 -0.0172130 0.0000000 -0.0030069 0.0131150 -0.0128110 -0.0158390 -0.0166640 -0.0166640 -0.0031453 -0.0137620 -0.0253060 -0.0379940 -0.0658100 -0.0658100 -0.0631270 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 0.841 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 0.822 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 0.841 0.841 0.000 0.000 0.000 0.000 0.000 0.000 5.5096990 9.2421054 11.2090610 5.3467619 3.2826325 9.4532745 12.0518669 5.3150517 8.6305536 5.9317232 5.0520159 4.3150517 9.8686715 5.4670544 9.5528193 7.2526475 0.8231787 5.6305540 9.8973400 14.2955108 9.0055928 11.6141579 6.9000142 9.4137855 6.6369798 10.3379126 3.1451231 4.4379068 7.8061919 8.0993231 11.0999045 0.8231787 8.5288311 7.9550553 10.3477403 5.9317232 3.7300856 8.7554134 5.7889832 6.4340761 8.1541153 9.7092457 10.3319837 4.7151026 12.9249125 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 8.923861 13.974691 10.009313 4.578087 6.617614 13.829744 9.278526 8.022871 12.597471 10.096994 9.313046 7.557908 12.403693 6.584749 8.823198 4.108600 -1.176903 8.882543 8.030213 8.168205 9.5621352 11.7092761 12.1695737 2.4081684 8.7149821 12.2952547 10.3319837 10.6309559 10.0835124 7.4043991 5.6686893 9.7066055 8.1086008 5.2484551 7.6529210 9.5105743 6.0228716 9.3080213 7.1982378 9.9440843 10.1669395 15.2458547 4.5236372 6.4885343 10.6417807 10.2484145 8.6353757 11.6139543 10.3638109 9.3039887 5.0326519 11.3440627 8.8487672 14.2074089 7.4452872 10.2133675 5.5780873 7.8164768 7.0423675 NA 7.5979855 9.6529213 9.6361780 4.5780873 3.7300856 NA 11.9716751 6.5913832 10.0417618 11.3198027 9.9843304 -1.1769029 11.4247372 8.9395425 9.3240403 1.9931309 9.7004827 11.6927924 10.9786493 9.9524815 12.5974708 10.0969942 10.7897040 7.2283396 6.8400074 9.3332902 9.3130465 10.3125448 3.1451231 13.2943022 0.4081684 4.3777901 6.5847491 3.6811794 12.8934034 10.4179896 10.8970054 10.3477403 9.8886146 10.5378734 1.1451557 1.4081684 NA 8.4575922 11.4259925 8.7583635 -0.1767398 8.4231113 11.3652631 7.4706572 8.5184269 TCGA-4A-A93X 58 0 NA 390 kidney stage iv t3a n1 mx male 2013 NA no 90 kidney papillary renal cell carcinoma NA NA white not hispanic or latino 1 5 3 4 3 1 2 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 7 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 4 0 0 0 0 2.427581e-06 5.548757e-07 10.2272727272727 25 13.6363636363636 25 26.1363636363636 7.820564 6.471880 14.356260 11.456249 11.128190 7.353438 7.870720 NA 10.328635 12.162583 11.291367 11.026015 9.318296 10.594446 7.996368 7.673822 8.873978 -1.193305 13.197317 3.713432 3.054466 9.304395 11.131624 10.449498 11.133816 10.551377 7.743182 9.191327 7.831683 10.359693 8.899301 10.269557 11.755276 10.990799 11.367115 13.431396 6.869723 -0.557770 -0.563360 0.000000 0.501160 0.555840 0.551240 0.035100 -0.576840 -0.557770 -1.218700 -0.563360 0.011261 -1.292900 0.501160 0.501160 0.374950 0.374950 -0.578220 0.018943 -0.595750 -0.595750 -0.043466 -0.025893 -0.569120 0.120790 0.017684 0.017684 -0.588720 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 -0.156 -0.156 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 -0.156 -0.156 3.5614361 10.7372810 9.9351824 3.7134319 0.8065303 10.6358224 10.4860238 5.8618264 7.7074102 2.7134319 3.4504063 -0.1934697 10.5032417 3.6138970 8.2556924 6.4877114 8.9306649 5.7372811 10.5104472 15.1820836 7.8993007 12.8834427 5.1640944 9.2731300 5.6891873 4.4503997 NA 7.7809583 7.9789712 7.7343215 11.3870378 0.8065303 4.7134319 6.7895376 10.3168133 4.6891873 NA 9.3744996 7.3418195 4.9607526 8.8873611 9.2274407 11.0323536 2.9522217 9.1910469 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 8.8358309 13.3175550 9.1171563 1.6139088 6.8672392 13.1973172 8.5052483 7.8966563 15.2301684 10.0520963 6.9460945 7.8316835 12.4088946 6.9963684 5.9664143 -0.1934697 -0.1934697 9.3495754 7.7490582 8.6494441 9.0329557 10.8044287 11.6662725 0.8065303 9.3725976 12.0876043 10.2004703 11.7216761 9.7802410 7.2369958 4.0159970 8.0733302 8.1530575 6.3378467 7.0639311 8.5344640 2.6139088 8.5276428 6.1815836 10.9701933 11.2403898 14.9281783 3.2659769 5.7952293 10.9248359 9.6907141 9.8379002 11.2280825 9.5597604 7.5911782 3.6645284 9.7881110 10.3251722 14.3100278 6.7252872 9.5747280 NA 8.9407517 6.1463945 -0.1934697 8.1396992 10.3697399 10.4273545 1.6139088 3.5614361 NA 12.1773672 4.6645227 11.4676536 12.0124896 10.3379251 NA 11.0431558 8.4593886 8.8079518 0.3915478 9.2307100 12.8884431 9.3043954 7.7838233 15.2301684 10.0520963 11.1391397 8.1352188 8.2286085 8.7324096 6.9460945 11.4386301 1.1284914 13.7307530 1.1284914 1.1284914 6.9963684 3.2659769 13.4335074 11.4778635 11.4789690 10.1977873 9.7585569 9.6425940 -1.1933047 -0.1934697 0.3915478 8.1532348 11.3294047 9.1408170 0.8065303 9.4368108 11.3163186 5.5344632 5.6769077 TCGA-4A-A93Y 63 0 NA 352 kidney stage ii t2b n0 m0 female 2013 NA no 100 kidney papillary renal cell carcinoma 22.5 1987 black or african american not hispanic or latino 1 1 3 4 4 1 5 3 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5.548757e-07 1.387189e-07 15 10 20 30 25 8.5266236 4.8532871 13.1535145 10.8835081 10.7096612 6.6201890 8.2588171 NA 10.0373614 10.9944867 11.7294067 7.2566418 8.4517588 8.3127174 8.9297567 8.4708423 9.3106005 -0.1009791 11.1076288 3.8990886 4.7817321 10.1798603 11.3675176 11.7922015 11.3469477 8.7064446 9.6796295 9.5670881 8.2142390 10.6124762 9.1891085 10.1746321 11.4819372 10.5532781 10.3738096 13.7252408 7.3613876 0.00055459 0.00000000 -0.03857800 0.00041593 0.00138680 0.00138680 0.02918400 -0.08757900 -0.00128420 0.00000000 0.00000000 -0.03857800 -0.00636680 0.00041593 0.00041593 0.00083195 0.00083195 -0.00304750 0.00332990 -0.00069303 -0.00069303 0.00124810 0.00124810 0.00305220 -0.00290910 -0.00221680 -0.00221680 -0.09608100 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9.04119670 12.81739384 11.95894103 8.95708143 3.54295137 9.44450785 11.20429639 6.94348419 9.09998814 6.99712188 8.92284393 3.06901468 10.59301214 3.59953204 9.83278023 7.05466726 4.45367560 7.55730133 9.63210496 12.75949767 7.72563824 12.33515045 7.26541158 9.00368824 4.39094277 9.01152918 2.22101089 4.29140464 8.55730095 11.84453344 11.28144343 5.76945440 9.09138249 10.11583542 10.38642718 11.32980351 3.42265014 9.31904975 6.79995634 4.80116383 8.47462870 10.04246008 10.61333513 -0.07233106 11.02193376 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 9.5653137 13.3738096 8.2232700 7.7632755 7.5284463 11.1076288 7.3084801 7.9131102 12.6601213 10.5688605 12.0561207 8.2142390 12.4076272 4.4226501 6.0283724 2.9865566 0.4840866 8.6606409 6.5925766 8.8647151 10.2034409 12.1241464 11.0241802 7.5785697 9.1611845 11.6310450 10.7371117 10.9061169 10.0030331 6.0589615 7.8029712 10.1091521 8.9047141 5.7064449 7.4878039 8.5027161 7.7192683 10.0147836 2.4840608 10.4226516 9.2165022 17.7924148 11.0440665 7.5211411 10.4689452 9.9564045 8.5266236 11.4192172 10.0796204 8.8605392 7.8298267 10.6189062 9.2165022 12.6709917 6.4542154 10.0270840 -1.1009791 7.3320070 10.0956917 0.8990983 9.1134088 9.6064487 9.8459958 7.7632755 10.3580088 1.7064642 10.7355345 0.4840866 11.8313044 11.5384303 10.7535684 1.4840350 10.1170473 8.2956946 9.6029931 4.6270114 10.1476102 12.9211973 10.1798603 10.1315105 12.6601213 10.5688605 10.3079501 8.5229710 6.5211418 9.7642506 12.0561207 9.9386941 10.7644362 12.9692106 5.6935065 5.9103177 4.4226501 5.4382496 12.4964439 10.5903969 11.2283253 10.5825229 10.4910793 10.4250997 6.5429452 3.5084920 NA 9.2434077 11.3419450 7.9325124 4.3253576 8.1844921 11.0864417 6.8877738 8.9393794 TCGA-5P-A9JU 81 0 NA 373 kidney stage iii t3a n0 m0 male 2012 NA no 10 kidney papillary renal cell carcinoma 6 NA white not hispanic or latino 2 5 2 2 3 1 2 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 6 0 4 0 0 0 0 0 0 0 0 0 0 6 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 6 0 4 0 0 1.629947e-06 5.201959e-07 23.0769230769231 18.4615384615385 16.9230769230769 24.6153846153846 16.9230769230769 8.120824 7.591475 14.636537 11.298196 10.573942 7.624436 8.495858 NA 10.135969 11.238722 11.930427 9.214327 9.048701 9.402290 8.508835 5.639171 8.882772 -1.303294 13.556920 5.464841 3.741057 10.252205 12.215354 11.134150 11.016894 10.671431 7.762747 9.759378 7.988979 9.693131 8.925476 9.838126 11.458417 9.841316 10.184498 12.484560 7.691124 -0.00512270 -0.00512270 -0.00857660 -0.00138580 0.73454000 0.73454000 0.05793900 0.00583090 -0.00512270 -0.00512270 -0.00512270 0.00249690 0.00069327 0.00458000 -0.00138580 -0.80418000 -0.80418000 -0.02972100 -0.79193000 -0.00013862 -0.00013862 -0.00152430 0.01698500 0.02216400 -0.80650000 -1.00280000 0.04103400 -0.78662000 -0.792 -0.792 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.787 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.804 -0.804 0.735 0.735 0.000 0.000 0.000 0.000 0.000 0.000 -0.792 -0.792 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.787 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.804 -0.804 0.735 0.735 0.000 0.000 0.000 0.000 0.000 0.000 4.088973 10.121874 12.359771 6.376138 3.650856 10.503948 10.172391 4.054206 8.599033 1.018563 4.554638 NA 8.861992 4.906111 9.804529 7.067606 -1.303294 6.627395 9.233876 16.332322 9.163244 11.095401 6.523206 9.959340 5.730080 9.664604 1.018563 10.738317 8.180474 8.955224 11.286777 1.696662 6.906111 8.133369 9.610295 5.650854 3.603549 9.106049 7.407464 6.048746 8.381406 9.454997 10.289115 3.418028 10.329135 9.424578 9.909154 10.490261 10.276916 5.886482 9.592233 7.464842 15.667033 3.281624 13.474221 9.645025 12.622027 4.478020 12.639722 8.766779 9.612537 8.914615 12.876100 9.231933 2.784127 7.609547 13.556920 8.011807 8.333282 13.139083 10.149928 7.659554 7.988979 12.268647 6.156089 8.790735 -1.303294 -1.303294 9.442332 6.881532 9.984537 9.0964695 11.3884011 11.6309013 1.2816092 9.1416724 12.4223434 10.9308763 11.0654369 10.5279649 7.5793009 5.4381232 9.1333691 9.8926450 7.0759497 7.6910113 9.6005394 3.8665816 8.9085460 6.7355763 9.3918858 10.3053745 15.6670332 -0.3032939 8.8628208 10.8568442 9.9236718 10.2182581 11.0309309 9.8342892 8.4091847 4.4780205 11.2172763 9.5078154 13.3207105 6.9307090 9.9254763 -1.3032939 7.5621127 6.8207789 1.0185630 8.2909823 9.8227168 9.8406593 2.7841270 3.0185808 NA 11.4519625 -1.3032939 11.3019056 11.0741393 10.1055181 -1.3032939 10.5338913 8.9398316 9.4448505 2.8665915 9.4482016 11.3975308 10.2522054 10.4573776 13.1390828 10.1499282 10.4296730 8.4747345 5.7841192 9.1941903 7.6595536 9.9832154 -0.3032939 13.1327184 1.0185630 -0.3032939 6.1560891 4.7841218 12.6102950 11.3409645 12.0913882 9.8432262 10.0857511 9.8246519 NA NA -0.3032939 7.6438562 11.3087636 8.6609985 3.0889726 8.1540383 11.8270673 5.6155222 6.3619929 TCGA-5P-A9JV 49 0 NA 2043 kidney NA t1a nx NA male 2005 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 1 1 NA NA 4 1 5 3 3 2 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.31783e-06 4.508365e-07 7.69230769230769 19.2307692307692 17.3076923076923 36.5384615384615 19.2307692307692 9.348031 7.259162 14.389148 10.877284 10.929241 5.968770 9.157718 5.736597 10.247156 12.028297 11.778386 11.266368 9.406775 10.628525 8.458021 8.745158 9.480415 2.459746 11.955611 5.814599 3.403172 10.698161 11.169386 11.354574 13.044646 9.362943 9.776125 10.282878 8.351773 10.757907 9.385025 10.559812 11.291916 10.619627 9.919188 14.303134 8.347319 0.14159000 0.02721600 0.00291330 0.00847430 0.00444110 0.00444110 -0.01422800 -0.00332430 0.02721600 0.02721600 0.02721600 0.00346870 0.00083195 0.00847430 0.00847430 0.00069327 0.00069327 -0.00387790 -0.00211200 0.00158530 0.00158530 -0.00318590 -0.00318590 -0.00456950 -0.00152430 -0.01739100 -0.01739100 -0.01945200 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 -0.47 -0.47 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 -0.47 -0.47 0.00 0.00 0.00 0.00 6.168706 10.767395 12.278707 5.592206 4.540678 8.816360 11.379994 2.666211 9.120163 7.684129 7.021411 4.759316 9.962787 4.867842 9.740170 7.404615 2.459746 4.988135 9.504150 15.085412 9.431742 12.327629 6.007245 8.529154 7.629681 9.957147 5.617298 10.166053 7.817308 10.802344 10.778559 5.134356 7.286793 10.907793 10.221818 5.617298 NA 9.222841 7.841466 4.754802 7.701831 9.970937 10.154315 3.025348 10.691524 8.6219537 9.8769594 8.2571681 10.4427496 4.7365941 9.9917372 7.1386947 15.5518651 6.6296816 12.8461160 13.9510695 13.2442021 8.2887466 12.5715939 8.8037104 9.5083476 9.1102554 13.3068736 10.0007036 4.8885971 7.6172970 11.9556110 7.0947069 7.4735621 12.9525336 10.6269811 12.1878073 8.3517732 12.2746465 4.9687682 8.0307791 -0.2407589 -1.2405885 10.2304834 7.2022600 9.9165432 9.5842750 12.0703550 11.1929017 1.0812714 9.4299726 12.4440649 10.4188663 10.2970200 10.2048485 6.5208669 5.6296801 10.1403184 9.1234510 5.6397560 7.8730583 9.0504870 6.3291720 9.6063736 2.7593263 10.9160314 9.5722957 15.5518651 3.0812374 5.8678396 10.5041501 9.4684000 8.9001462 11.5488499 10.1074911 8.8481046 8.2887466 11.0219984 9.1201635 13.7216249 6.9379811 10.3698798 -1.2405885 9.6069217 9.4709832 NA 9.4606228 10.4791328 8.6587788 4.8885971 5.7018318 NA 11.9079517 -1.2405885 11.4363752 10.8444567 10.4237636 -0.2407589 11.3229892 8.6204031 9.8527338 4.6172985 10.3081382 12.4385764 10.6981607 10.3744860 12.9525336 10.6269811 10.5066701 8.5241879 9.8441246 9.5629146 12.1878073 10.5229436 2.9292418 12.6404302 5.5275020 6.4458161 4.9687682 5.0991647 12.8847297 10.8206875 10.9760621 10.2661197 10.1673593 9.8704520 NA 3.4031723 NA 8.1140947 11.4573719 9.2511695 0.3442604 8.0001076 11.4980419 7.2187482 8.3629428 TCGA-5P-A9JW 64 0 NA 3241 kidney NA t1a nx mx male 2006 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 1 2 NA NA 3 1 2 1 1 1 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.907385e-06 4.855162e-07 2.85714285714286 21.4285714285714 18.5714285714286 27.1428571428571 30 8.524828 4.781113 14.126269 10.961854 10.578237 6.944345 8.968336 NA 10.606604 11.533775 11.484442 8.665795 8.695999 9.336983 7.453541 7.429772 9.170568 NA 12.426324 3.003512 3.655581 11.897676 11.118737 10.435752 12.430671 9.135732 8.812702 9.835494 7.495361 10.516389 9.097020 9.898326 11.485596 10.898759 10.164100 13.620451 8.042395 0.0036076 -0.0011057 0.0061090 0.0055529 -0.0036011 -0.0036011 -0.0129890 -0.0027707 0.0036076 0.0036076 -0.0047079 0.0061090 0.0051359 -0.0372870 0.0055529 0.0082427 -0.0048721 0.0013868 -0.0041546 0.0000000 0.0000000 -0.0013858 -0.0024178 -0.0037395 0.5661900 -0.0243880 -0.0243880 -0.0078863 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.559 0.559 0.000 0.000 -0.623 -0.623 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.559 0.559 0.000 0.000 -0.623 -0.623 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 7.1150166 14.4083834 11.3525522 5.3254368 3.3660844 9.8884023 10.7187346 2.8966012 7.5044917 3.5884688 5.9103993 2.0034943 9.8680833 3.1961506 9.8543644 6.6630243 0.1961034 6.3357048 10.4993630 12.6916334 8.8965928 11.8776111 7.6432364 9.6203194 7.3710788 9.6055440 1.1961664 7.4629398 8.8579312 9.4056063 11.7824791 1.7811079 6.6224179 8.2268201 11.2264753 5.1734313 NA 8.8738726 6.0163314 5.9350566 8.6055440 10.3194855 10.5662955 3.2202990 11.8017807 9.8489980 9.0556878 9.5135656 9.2212925 2.5180819 9.3698303 7.2568493 16.6793311 4.5180819 13.0108356 8.9052369 13.0391908 3.6555808 13.2573554 8.5470923 9.9659909 8.8400093 12.6737848 8.7545739 5.1734313 6.9905692 12.4263236 9.2473620 7.3202744 13.0042122 9.9043748 6.8543648 7.4953610 11.6336450 5.8255109 7.0909709 NA -0.8038966 8.9017856 6.7275339 8.2151044 9.9610246 11.5248280 11.2571866 2.6555808 8.7979238 11.4207577 9.2295761 11.3267236 9.7128380 5.1503485 5.2185216 9.6390965 9.1848377 5.1873362 7.1791467 9.7019647 5.0035078 8.5225827 4.9775135 11.1082939 9.6819824 16.6793311 3.1030444 4.2405509 10.4189479 9.6255598 9.1604939 11.1705676 9.5158252 8.2889104 3.6555808 10.2581991 9.3733981 13.7826410 8.4317366 9.9651644 NA 8.6143429 7.2129613 -0.8038966 7.2889104 10.0455582 9.4657472 5.1734313 5.8965916 NA 11.3853598 4.2836181 12.6539186 11.5479205 11.0989050 NA 10.7806458 8.3958254 8.7641092 1.1961664 9.7622071 12.0576277 11.8976761 9.8318712 13.0042122 9.9043748 10.6819823 7.0665176 7.6349446 10.0000340 6.8543648 9.7988518 2.0034943 13.3858232 1.5180819 0.1961034 5.8255109 3.6555808 13.2227629 10.8878966 11.3835051 10.0634318 9.2889101 9.5348894 NA 1.7811079 NA 9.5565942 12.2166799 8.5884703 NA 9.3433579 11.0250829 6.8896402 7.8685781 TCGA-5P-A9JY 79 1 1508 NA kidney NA t2 nx mx male 2006 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 2 4 2 2 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.323542e-06 6.935946e-07 13.4831460674157 17.9775280898876 14.6067415730337 38.2022471910112 15.7303370786517 8.8516254 5.8371258 13.7369040 11.2889199 10.8695474 6.0021849 8.3124206 -0.7921071 9.8389464 12.5882304 11.6612972 10.2315237 8.3215115 10.6250945 7.4074420 7.5609159 9.4025263 NA 13.2681275 4.2521658 1.5297210 10.9870783 11.2952090 11.9530235 11.9607771 10.2077693 9.6139743 10.2644071 7.7195223 9.9626569 8.8462053 10.9086425 11.5936317 10.6182207 11.0359058 13.8032599 8.4646385 0.01181800 0.01181800 0.80519000 -0.00027724 0.78205000 0.78205000 0.77291000 -0.14271000 0.01181800 0.01181800 0.00402430 0.78454000 0.00527490 0.00013863 -0.00027724 0.00069327 0.00069327 0.00000000 -0.00816240 -0.00027724 -0.00027724 -0.00027724 -0.00027724 -0.14052000 0.77470000 -0.02821800 -0.02821800 -0.46759000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.141 0.775 0.775 0.773 0.773 0.000 0.000 0.000 0.000 -0.133 -0.133 0.783 0.783 -0.576 -0.460 0.000 0.000 0.800 0.800 0.000 0.000 0.000 0.000 0.000 0.000 0.782 0.782 0.000 0.000 0.000 0.000 0.128 0.128 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.141 0.775 0.775 0.773 0.773 0.000 0.000 0.000 0.000 -0.133 -0.133 0.783 0.783 -0.576 -0.460 0.000 0.000 0.800 0.800 0.000 0.000 0.000 0.000 0.000 0.000 0.782 0.782 0.000 0.000 0.000 0.000 0.128 0.128 7.4317709 11.4859284 11.7291244 5.3975942 3.6000913 9.7032246 11.9595226 3.4557020 8.3575164 0.7927721 5.6996238 2.2077679 9.8270907 4.1146585 9.4377897 7.2867740 0.7927721 5.5476195 10.1583252 16.1886899 9.8534278 11.5957866 6.3162942 8.9842023 8.3549744 7.5161081 5.9220146 8.7795221 8.6915851 8.0750480 11.9730554 -0.7921071 6.1735532 7.1025868 11.1495506 4.4931734 3.6671996 8.7096067 7.9989322 6.6403115 7.7391507 9.4144907 10.3149864 5.9836093 11.7309956 10.4389905 10.0078603 10.3600542 10.2487439 3.9082077 9.5498440 8.2576179 15.1613065 3.8516291 12.4282988 9.3625874 13.7679230 2.7927304 12.6642521 7.3370527 10.4389905 8.6465612 13.6725065 9.2978817 4.8516241 7.2792317 13.2681275 8.5409246 7.2077689 12.0283472 10.1648714 4.8516241 7.7195223 11.8289054 5.2738590 7.9390884 1.5297210 -0.7921071 8.6403111 7.4220883 9.0026887 8.9099420 11.5817220 11.5246165 -0.7921071 8.5023899 11.5971318 9.7096065 10.6569180 10.0548266 6.2411919 4.7623594 9.5806343 7.3826949 4.6989796 7.8516254 9.4147837 4.7927304 8.8516254 7.4172230 10.0086692 9.7185336 15.1613065 2.5296960 7.9322833 10.2778903 9.9767806 10.0005596 10.7889699 9.7115951 7.2245777 2.7927304 11.0418453 9.1071263 14.6927495 8.4274704 9.9997461 -0.7921071 8.2676004 6.8224791 -0.7921071 6.8588215 9.6702715 8.3084319 4.8516241 4.0657532 NA 11.8037261 NA 10.9331356 11.2899184 10.0858202 -0.7921071 11.3711045 7.9220146 8.5046855 5.2521621 9.4651572 11.4969237 10.9870783 9.1414599 12.0283472 10.1648714 10.6517488 6.7851987 6.7313313 9.2854797 4.8516241 9.9003849 -0.7921071 13.0469731 -0.7921071 NA 5.2738590 3.7927304 12.3405903 11.0715684 11.1854070 10.1928997 9.2671137 10.6533015 0.7927721 NA 4.8801957 8.2109216 11.9457687 8.1619658 0.7927721 8.8169481 11.5109793 7.4074420 8.5587085 TCGA-5P-A9JZ 51 0 NA 2744 kidney NA t1b nx NA female 2006 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 2 3 NA NA 2 2 4 1 2 1 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 1.179111e-06 3.467973e-07 18.1818181818182 18.1818181818182 15.9090909090909 34.0909090909091 13.6363636363636 8.973344 6.647456 13.950238 11.280962 10.864259 6.696200 9.389565 NA 10.413864 13.169561 10.212030 8.722323 8.739867 9.742770 8.723499 6.586702 9.693801 0.784504 15.419330 4.047538 3.462576 11.657644 11.314709 11.857712 11.722176 9.542065 9.220803 9.602770 7.691398 9.699790 8.649932 10.261861 11.985284 11.369094 10.240246 13.568734 7.541238 0.0043021 0.0042521 0.0012481 -0.0008316 -0.0272610 3.6569000 0.7211200 -0.0056757 0.0042521 0.0042521 0.0042521 0.0012481 0.0012481 -0.0008316 -0.0008316 -0.0085766 0.0022367 -0.0016629 -0.0053992 0.0016642 0.0016642 -0.0030475 -0.0030475 -0.0058140 -0.0283550 -0.0325870 -0.0438730 -0.0260300 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 5.1490805 10.0597011 11.3927626 5.4625792 1.6325009 10.7083700 12.1337890 3.0475384 8.0210005 2.6325009 5.3694700 2.9861378 10.0324637 4.0171647 9.4398596 7.0375513 -0.5374241 5.7754615 9.4261983 16.5754831 8.8397902 11.8678541 7.0955753 9.8354447 5.3452225 10.1446965 1.7845040 7.7979701 7.9403377 8.6249709 11.4278228 1.7845040 7.2537426 7.6249709 10.7782953 4.9383140 5.3205605 9.0745266 7.3694700 4.6524062 7.9920104 9.2356778 10.9070769 4.6280912 12.8381262 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 9.0484812 13.5910977 10.0892014 3.5069700 7.1630196 15.4193302 8.5001268 8.5828175 12.4822573 9.9599325 7.4369946 7.6913981 12.6104206 4.3933201 8.4050942 NA -0.5374241 8.7652185 6.0919367 8.2272853 9.68778717 12.09739072 11.61866277 4.72936787 8.70217823 11.81241375 10.56717845 11.16799605 9.63438199 6.26993455 4.82013300 8.81462316 7.32366640 4.92430421 7.26671066 9.23818999 3.32055688 9.40362733 5.30806958 10.08965757 9.51310855 15.00630633 0.04753839 6.16301963 11.01668880 9.84682377 9.75777468 11.03504306 9.46046470 8.26024118 2.92200751 10.81462308 9.68718442 14.52300119 5.86908175 10.14293924 NA 7.58664917 6.70575402 -0.53742411 9.32676585 9.83816218 9.96825235 3.50697001 7.85059692 NA 12.08234114 1.26993081 10.28475217 11.31725330 10.20488911 -1.53742411 11.14271937 8.53404214 9.14205982 -1.53742411 9.67203297 12.11217267 11.65764425 9.95092196 12.48225726 9.95993255 10.43304509 8.39774479 7.58670095 9.85851009 7.43699464 9.98761107 -0.53742411 13.44267461 1.26993081 3.67202925 4.39332009 3.36946648 12.37219154 11.25536996 11.21621427 9.99396117 10.07774944 10.29031934 -1.53742411 5.08770468 0.78450398 8.54484855 11.84451865 9.04000855 -1.53742411 8.23736677 11.19262515 7.09193674 7.92405890 TCGA-5P-A9K0 75 0 NA 677 kidney NA t1a nx mx male 2007 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 4 2 NA NA 3 1 2 1 1 1 0 0 0 0 4 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.942065e-06 6.935946e-07 5.19480519480519 20.7792207792208 15.5844155844156 33.7662337662338 24.6753246753247 8.7111332 7.6648703 14.5755079 11.0981561 10.8810580 6.7252913 8.8910898 3.3102529 10.1089953 12.3977164 11.1062932 8.0806422 9.0850406 11.1736655 7.1515555 6.6678056 10.1133084 NA 13.7994743 0.3102238 3.0472243 11.6263465 10.9949438 11.5442726 12.3566955 10.3776880 8.7476590 9.6975528 7.7365183 10.1003305 9.0751251 10.4472446 11.8778928 10.8361005 10.3892938 12.7741185 6.7393675 0.00680440 0.01321300 0.00263570 -0.00069303 0.80208000 0.80208000 0.70457000 -0.02581400 0.00680440 0.00680440 0.01321300 0.00263570 0.02272500 -0.03392800 -0.00069303 -0.00235530 0.00055459 0.00000000 -0.02370300 -0.01926400 -0.01926400 -0.01876500 -0.01876500 -0.03517600 0.74385000 -0.09327100 -0.09327100 -0.08598800 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 0.128 0.128 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 0.128 0.128 6.2409916 10.9565122 11.5662656 5.7587136 0.7252613 9.3565864 9.9492927 2.0472243 7.8826382 3.8127549 5.4395367 2.5326411 10.0945231 4.3102529 9.4885034 6.7754114 -0.2747387 4.8338161 9.2121260 15.5487465 9.0695870 11.9380914 6.9200479 10.2065860 5.6079339 7.2010241 2.0472243 8.0959787 9.0359037 9.2721856 11.2098622 1.8952251 6.5518390 8.0806422 11.1995040 4.9347429 1.0471894 8.9862107 8.5131934 5.1802911 8.0981563 9.1699643 10.5115606 3.4301648 11.8887914 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 9.061798 13.585554 9.053966 4.583272 6.143144 13.799474 7.846825 8.385287 12.522345 10.152604 7.604874 7.736518 12.370949 6.126170 8.209107 -1.274739 -1.274739 8.325204 6.747659 8.592771 9.8558616 12.1370668 11.3990418 3.3691454 8.5925699 11.6132732 10.3830561 11.0347674 9.6223575 4.7252885 4.6079339 9.2231428 9.0584464 5.5280024 7.2721856 9.2241401 3.2488536 9.2644499 6.9444591 10.2206464 9.7414029 15.5796603 2.6321751 5.8750379 10.6611927 9.6208664 9.3736486 10.8807418 9.5832720 8.8584333 3.5832663 10.2370437 9.5034996 15.3232127 8.3571411 9.8616414 NA 7.7500980 7.2370436 -0.2747387 8.8007702 9.4860110 9.4742722 4.5832724 6.9101666 0.3102238 12.0140130 -1.2747387 11.3372380 11.0415726 10.4348057 -1.2747387 11.3904049 8.8311996 9.2340761 0.3102238 9.5809382 11.8783680 11.6263465 9.5253820 12.5223446 10.1526039 10.3293810 8.3214808 7.1640833 9.6723507 7.6048742 10.2040607 2.1847246 12.7440129 0.3102238 4.6079339 6.1261696 3.9732163 12.7031970 11.2884874 11.4508703 9.8964679 9.8311996 10.0324918 0.3102238 4.5326474 -1.2747387 8.1481339 11.6787982 8.5597621 -1.2747387 8.2970437 11.4936822 6.8699491 8.0404404 TCGA-5P-A9K2 62 0 NA 2392 kidney NA t1b nx mx male 2007 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 3 4 NA NA 2 2 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.872705e-06 5.895554e-07 12.6760563380282 11.2676056338028 26.7605633802817 28.169014084507 21.1267605633803 8.160016 4.945004 12.748938 11.494100 10.693196 5.137647 8.854570 3.137651 9.651375 12.936322 10.909962 9.441428 8.203737 10.239623 7.203737 7.555500 8.481944 NA 13.323762 2.137635 4.225113 11.555500 11.030077 11.175195 11.939356 10.316313 9.397391 10.328707 7.432269 10.344662 8.148875 10.668054 11.359235 9.836352 10.909137 13.817348 9.214383 0.0162860 0.0162860 0.7510800 0.0015255 0.7383400 0.7383400 0.6894300 -0.0055375 0.0162860 0.0162860 0.0162860 0.7475600 0.0068044 0.0015255 0.0015255 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 0.000 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 4.5970782 12.0650554 11.3081988 5.5639116 3.8380845 9.6866816 10.5764397 4.7815066 8.4685646 1.7225972 5.6295023 4.0445428 9.3883015 4.5299646 9.3000390 7.3663703 2.1376347 4.1376511 9.2277603 13.9925162 11.2304050 11.2356799 7.8791145 8.3855751 7.8241486 8.9987348 2.7226190 7.0202911 8.8029838 8.1320015 11.8003162 0.1376347 5.1376470 7.5722758 11.3219033 4.3855760 1.7225972 9.0385146 5.0445384 7.3564291 7.4137726 9.8399590 10.0816278 6.4346566 11.2942239 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 8.665125 12.891282 8.941779 3.307574 6.613381 13.323762 8.547039 7.225111 11.517568 9.932064 6.404435 7.432269 11.038515 7.114928 7.722610 3.137651 NA 8.688395 7.831135 8.481900 8.5639124 12.0764923 11.9405680 1.7225972 7.7523579 10.8698152 9.8188862 10.3050659 10.1983437 5.9190087 4.5299646 9.4841615 8.2251105 4.8925367 7.6374936 8.9417789 4.7226081 8.3175569 6.2251110 9.5909184 10.0772270 14.1525400 3.4595759 4.3855760 10.3616495 10.0594887 9.0654258 10.8038718 9.5991273 8.9987348 3.7226081 11.1565434 9.1148990 13.8608821 8.1569047 10.3287070 NA 7.6178318 5.9190087 2.4595890 5.7226108 9.1120623 9.0018340 3.3075742 2.9450083 0.1376347 10.5576080 2.4595890 9.7560334 11.4391440 10.1983437 NA 11.5411925 7.3568164 8.3075729 0.1376347 9.1348272 10.5028766 11.5555003 9.4459867 11.5175676 9.9320637 10.6484120 5.9956292 6.7375610 10.3118370 6.4044348 9.4184185 1.1376347 13.1509705 NA 0.1376347 7.1149281 1.7225972 12.3320969 9.9705378 9.7207306 10.1956396 9.1177875 10.1627873 1.1376347 0.1376347 NA 9.0587448 12.9677292 7.7670045 1.7225972 8.4459869 12.2300746 6.9956292 9.2064261 TCGA-5P-A9K3 59 1 471 NA kidney NA t2 nx mx male 2007 NA no NA kidney papillary renal cell carcinoma 50 NA white not hispanic or latino 4 5 NA NA 5 1 4 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 4 0 0 0 7 0 0 4 0 0 0 0 0 0 0 0 0 6 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 4 0 7 0 0 4 0 1.699307e-06 4.855162e-07 11.1111111111111 26.984126984127 14.2857142857143 31.7460317460317 15.8730158730159 7.502234 5.875851 14.858701 10.125253 11.217603 6.573055 7.577368 NA 10.508459 11.441130 10.671655 9.599803 9.337828 9.390250 7.607204 7.529201 9.708987 2.189350 12.761459 1.511266 2.774313 10.241240 12.299087 10.574135 10.188647 9.767724 7.131866 9.739136 7.483972 10.093986 8.619804 8.640562 11.612467 10.636951 10.418771 11.697889 6.582184 -0.687970 0.030732 0.098997 0.685330 0.031436 0.031436 0.608460 -0.694320 -1.292900 0.030732 0.030732 -0.709970 -0.678940 0.013898 0.685330 0.017124 0.017124 0.015587 0.000000 -0.047801 -0.047801 -0.124860 -0.124860 -0.021098 -0.043873 -0.056038 -0.056038 -0.030267 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 -0.631 0.000 0.000 0.000 -0.675 -0.675 0.000 0.000 0.000 0.000 0.000 0.000 -0.699 0.000 0.000 0.000 -0.156 -0.156 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.125 0.000 0.000 0.000 -0.120 0.608 -0.682 -0.682 0.000 0.000 -0.694 0.000 0.000 0.000 0.000 0.000 -0.631 0.000 0.000 0.000 -0.675 -0.675 0.000 0.000 0.000 0.000 0.000 0.000 -0.699 0.000 0.000 0.000 -0.156 -0.156 6.2005789 13.5012414 9.1037363 5.4181697 3.7743127 10.6114686 8.9918676 8.0379741 8.3186341 5.7892650 4.4747540 NA 10.2712208 4.2768167 9.4537939 6.6478815 NA 5.6650857 10.7672521 14.0204353 8.8350098 12.1895273 7.0095297 10.0143100 7.0962418 4.9442400 0.1894134 2.8897850 7.7129135 9.0348413 12.0453876 2.5112909 7.6771911 8.3134726 10.4431987 5.7285110 NA 8.5402904 5.7129121 4.7743127 7.9608407 10.4581213 10.5827417 2.4281424 8.2505874 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 9.4747534 12.9333441 9.8040611 3.3592822 7.4514460 12.7614593 8.5902307 7.8688312 14.9834625 10.0887082 7.9240607 7.4839721 12.4743199 0.1894134 8.3567693 0.1894134 2.1893502 10.4532072 7.3441689 7.9989587 10.4437894 10.8705897 11.0887082 1.5112656 8.9408953 11.6544074 9.2554405 12.3436947 10.1318657 6.3592769 3.9442400 9.8723458 10.9303968 8.0441886 6.9375445 8.4793700 3.3592822 9.0658682 4.2768167 10.5556734 10.5605834 15.7442248 3.5112783 8.6281429 10.1163884 9.6589931 9.3975857 11.2628234 9.2337455 6.2873836 5.0222391 9.6384998 9.2886991 14.2820258 7.9841570 8.7874037 NA 7.6769098 7.3441689 4.4372810 8.0285548 10.5095877 11.1161995 3.3592822 3.4372810 -0.8107131 11.8611134 1.1893502 11.2824386 12.0330761 10.4378719 NA 11.4578933 8.5247415 8.4747536 NA 8.2900138 12.6553002 10.2412399 8.7554054 14.9834625 10.0887082 10.5185870 7.9475744 7.2926391 9.6247090 7.9240607 10.0395380 2.7743127 12.9030599 0.7743338 0.7743338 0.1894134 2.5112909 12.7515937 10.8173411 11.9841732 9.7658356 10.2193286 10.1223041 1.1893502 0.1894134 NA 7.8081772 11.1975768 8.7265697 3.7743127 9.1709185 11.0674022 4.0473290 5.8475635 TCGA-5P-A9K4 54 0 NA 2184 kidney NA t1b nx mx male 2008 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 2 5 NA NA 2 2 6 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 8.988149 6.937330 13.633436 10.806069 10.881026 6.533433 8.884264 -1.074001 10.250846 13.244434 11.017869 9.649764 8.571761 10.525086 7.868617 7.070761 8.904813 NA 14.024011 1.248049 2.626533 10.545406 11.419365 12.122090 12.405630 10.733458 8.949857 9.814085 8.037238 10.085343 9.102276 10.301142 11.614134 10.796082 10.873740 14.482788 7.720649 0.0183830 0.0183830 0.8796600 -0.0051227 0.8671200 0.8671200 0.8157100 -0.0066432 0.0183830 0.0183830 0.0164250 -0.0022168 0.0094491 0.0052749 -0.0051227 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 0.000 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 1.591 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 0.180 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 1.591 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 0.180 4.2115029 11.6465607 12.0619722 5.6126031 2.5110632 8.9526123 10.1047675 2.6265326 8.7140054 2.6265326 2.7334628 5.8802986 9.8022052 4.5699589 10.4189573 7.7286838 -1.0740006 5.9033830 9.6709364 16.7950828 8.8759293 11.9085615 5.6942868 7.7366745 6.7140050 10.8265922 NA 2.8329913 8.4139427 7.6574214 10.9793498 0.9260753 6.2480300 7.6675693 10.4408168 6.0241357 0.9260753 8.8861047 5.3184217 5.7979468 8.2567281 9.6707683 10.4496646 4.0676989 12.8556783 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 9.477811 13.738681 11.525783 3.096026 7.080921 14.024011 9.177585 7.997565 12.562274 10.006920 7.951242 8.037238 12.258699 3.174023 7.914788 1.248049 NA 9.549070 7.529729 9.400052 9.41895731 11.38220034 11.65040332 1.24804900 8.14042182 12.27842202 10.31573400 10.39980844 10.13738261 4.41795375 3.92610382 10.40335497 9.17995013 6.62598786 7.29679051 8.63518665 4.44966701 8.78097112 7.28365513 10.39115883 9.31519622 14.47176100 3.83299125 8.31841989 10.95435410 9.83824351 9.14889751 11.17343685 9.54632248 8.99890517 2.62653259 10.52182635 8.92610263 14.79663596 9.57892079 9.89620857 NA 7.92962059 6.13555539 NA 8.19054523 10.15251492 9.05667321 3.09602566 4.59852600 NA 11.72315617 -0.07384873 11.13677399 10.95883717 9.32056546 NA 10.89368916 8.48260873 9.05151621 1.24804900 9.42793987 11.69594050 10.54540558 9.06309384 12.56227410 10.00692015 10.49263244 8.01886002 6.95952559 9.25782577 7.95124216 10.42943154 2.38554148 13.16957421 NA 2.73346281 3.17402284 3.17402284 12.57592017 11.06181197 10.94638816 9.95262609 9.79954682 10.05795965 -1.07400058 NA 3.17402284 8.47759962 11.45145954 8.24351533 NA 8.81636707 11.39141395 7.34395495 8.56634750 TCGA-5P-A9K6 64 0 NA 1914 kidney NA t1a nx mx male 2009 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 4 2 NA NA 3 1 5 3 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.075072e-06 4.161568e-07 8.69565217391304 30.4347826086957 15.2173913043478 21.7391304347826 23.9130434782609 8.6607725 6.7480533 14.7984507 11.1297621 10.7687123 7.0140048 8.7400580 0.7996676 10.3851176 12.4692350 12.5022912 8.9069026 8.7567875 10.3378745 8.1283604 7.3232476 9.7661910 -1.2002495 13.9918242 3.5001264 5.3074795 11.4090952 11.2353037 11.7476877 12.2094742 10.4650215 8.8738270 9.6102571 7.6198649 10.1806877 9.1057472 10.4180710 11.7326385 10.8698065 9.9121251 13.3655017 7.1285398 -0.00277070 0.01251600 0.00875280 0.00027728 1.20160000 1.20520000 0.56259000 -0.02384000 -0.00261610 0.01251600 0.01251600 0.00875280 0.01405100 0.00027728 0.00027728 -0.01357900 0.01070300 -0.00885260 -0.01477800 -0.00981850 -0.00981850 -0.01037000 -0.01037000 -0.02274400 0.58166000 -0.06383800 -0.06383800 -0.05401600 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.561 0.561 0.563 0.563 0.000 0.000 0.000 0.000 0.000 0.000 0.569 0.569 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.202 1.202 0.000 0.000 0.000 0.000 0.105 0.105 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.561 0.561 0.563 0.563 0.000 0.000 0.000 0.000 0.000 0.000 0.569 0.569 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 1.202 1.202 0.000 0.000 0.000 0.000 0.105 0.105 6.421737 11.409788 11.499692 6.139535 3.887145 10.339305 12.274532 5.307480 8.358106 4.047617 5.645174 2.384658 9.970693 4.472111 9.294541 7.048989 -1.200250 5.718548 9.730423 15.935862 8.720038 12.094593 5.897717 9.645960 6.902973 8.375225 3.121612 10.301523 8.768352 9.343684 11.341750 2.799688 6.918627 7.739265 10.884162 4.844079 1.384658 8.889798 7.616669 5.598773 8.130602 9.625598 10.242629 3.451026 12.430700 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 8.9733627 13.4935536 9.8164938 5.2259497 5.8440793 13.9918242 8.4272194 8.1768962 12.4349502 9.8603815 9.0392840 7.6198649 12.2843826 5.7185479 8.0850879 NA -0.2002495 10.0018094 7.0380904 8.3745818 10.026700 11.682711 11.306737 3.706575 8.889798 11.680991 10.129482 10.828973 9.667736 5.742200 5.527605 9.238477 8.592476 4.445561 7.085088 9.374279 5.275421 9.024893 6.414396 10.314893 10.123303 15.553333 5.066472 3.706575 10.434043 9.360018 9.796865 10.959872 9.647526 7.838605 5.384647 10.614669 9.433335 14.786572 7.544015 9.946890 -1.200250 7.918757 8.096602 NA 8.352355 9.784816 9.779854 5.225950 6.954503 -1.200250 12.408980 2.259122 11.339329 11.033904 10.015825 NA 11.029706 8.600585 8.916030 1.969602 9.645176 12.374988 11.409095 9.936677 12.434950 9.860382 10.381828 7.884494 7.399598 9.615717 9.039284 10.039284 3.047608 12.801358 3.657663 3.928967 5.718548 3.706575 12.686716 11.436310 11.643999 9.857000 9.768352 9.728204 1.799668 3.554577 NA 8.107820 11.438024 8.799686 NA 9.138422 11.402848 7.192003 8.152832 TCGA-5P-A9K8 51 0 NA 1309 kidney NA t3a nx mx female 2010 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 1 1 NA NA 5 3 4 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 6 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4.855162e-07 1.733986e-07 36.8421052631579 21.0526315789474 15.7894736842105 26.3157894736842 0 9.218700 1.827169 16.992163 11.872923 10.886139 7.225713 9.051086 NA 11.127204 12.212438 9.929974 2.615652 9.299947 8.157266 9.078538 7.912696 10.645891 NA 11.418771 1.175109 4.345013 10.208510 11.751429 12.005262 12.374934 9.601351 8.957383 10.128036 8.061219 10.299947 8.890313 10.459828 11.653134 10.520017 9.324834 14.507523 8.165296 -0.0070576 -0.0070576 -0.0038779 0.0091705 0.0038854 0.0038854 -0.0124380 -0.7635500 -0.0070576 -0.0070576 -0.0070576 -0.0038779 0.0000000 0.0091705 0.0091705 0.0029133 0.0029133 0.0036076 0.0016642 0.0107030 0.0107030 -0.7650100 -0.7650100 0.0026357 0.0070826 -0.0529360 -0.0310860 -0.0276710 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 -0.764 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 -0.764 -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 -0.764 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 -0.764 -0.764 0.000 0.000 -0.173 -0.173 3.95269699 10.82125962 6.55755560 5.60613719 -0.04736823 9.56912667 11.71991318 1.53764396 9.43718154 4.12262303 3.45518911 NA 10.17594794 3.41213115 9.08968537 7.90725904 -0.04736823 5.49701511 8.91269627 11.57265286 7.47886748 11.83380825 8.70646804 10.29994658 6.85154792 5.69864911 3.01158509 0.95270631 7.68740368 9.83839070 11.85958487 0.36770654 10.85933436 8.13922134 10.39770918 5.31024559 1.68965699 8.75574919 4.06817206 5.55508297 8.88933208 9.87755133 10.32592198 1.58961969 12.71027875 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 9.6623526 12.1701472 10.5575564 3.4551891 6.7897971 11.4187707 9.5777942 9.0268357 12.7208097 10.4202999 8.9851993 8.0612189 13.0251619 0.6896570 10.0214725 0.3677065 -1.6321817 11.1576729 7.2288187 9.5386708 10.93663794 11.25666525 11.48667285 -0.04736823 10.22026126 12.01271465 9.81584805 11.03573029 9.81688046 0.95270631 5.04015599 6.92997440 8.31024650 4.96764359 8.27462229 9.26330700 3.49701192 9.25266543 -1.63218166 10.02460351 9.87354331 15.92692968 1.17510938 3.76005058 10.35036895 9.50344117 9.34214647 11.39148613 8.48277529 8.40527892 5.62511850 9.65082020 8.98687877 14.15576184 5.58205013 10.70618966 -0.63218166 8.57496584 8.22104136 NA 8.79713849 9.29699029 10.21948087 3.45518911 6.01158733 NA 11.71825664 7.61565906 9.12345385 11.52001663 9.52254995 -0.63218166 11.02728180 8.57718521 9.57352506 -0.63218166 11.37878427 12.77659222 10.20850970 9.29920802 12.72080968 10.42029986 10.47429468 8.50472287 8.24117568 9.39992899 8.98519927 10.35321797 1.36770654 12.65248360 8.69528433 6.81481443 0.68965699 2.95268767 11.48407573 11.19606663 12.48163669 10.29105924 10.44086917 9.23886685 -0.04736823 7.92980224 NA 8.08427691 9.46631653 8.88736808 -0.04736823 8.81274657 10.90154815 7.09224550 8.48926515 TCGA-5P-A9K9 59 1 589 NA kidney NA t3a n2 mx female 2011 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 4 6 NA NA 5 1 5 1 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.6686198 6.7404581 14.1197082 10.5408552 10.8835572 7.7479137 8.3980626 NA 10.2675908 12.5770155 10.3875997 9.5700659 10.2420788 10.8860934 8.8133371 8.3550154 10.0121873 0.7329204 13.1342876 5.0548919 3.6074368 10.8588076 12.1137836 10.6488431 11.5994699 9.9729598 9.0245180 9.3525723 8.8553603 10.4972824 8.7608696 10.1238492 11.9070571 11.0420610 10.5126830 13.7689655 6.9944949 0.367070 0.345340 -0.416080 0.935490 0.341930 0.341930 0.801580 -0.458310 0.441390 0.441390 -0.040209 -0.416080 -0.426040 0.821180 0.206560 -0.123950 -0.414540 -0.431160 0.249810 -0.441340 -0.441340 -0.818350 -0.422870 -0.429850 -0.067592 -0.513210 -0.098814 0.252610 0.250 0.250 -0.441 -0.441 0.808 0.808 0.000 -0.423 -0.442 0.177 0.000 -0.036 0.802 -0.423 -0.423 0.000 0.000 0.434 0.434 0.217 0.217 -0.445 0.253 0.345 0.345 0.555 0.555 -0.426 -0.426 0.207 0.207 0.000 0.000 0.342 0.342 0.405 0.405 -0.431 -0.111 0.000 0.000 0.250 0.250 -0.441 -0.441 0.808 0.808 0.000 -0.423 -0.442 0.177 0.000 -0.036 0.802 -0.423 -0.423 0.000 0.000 0.434 0.434 0.217 0.217 -0.445 0.253 0.345 0.345 0.555 0.555 -0.426 -0.426 0.207 0.207 0.000 0.000 0.342 0.342 0.405 0.405 -0.431 -0.111 0.000 0.000 5.2977490 11.1900025 9.8475736 5.1252791 0.1479579 9.6616005 9.3780217 5.5573917 8.4241255 4.5055543 3.0548832 NA 10.5376325 5.2977490 9.2354640 6.8844026 1.1480230 5.9028888 8.1366856 14.2687906 8.5573921 12.4957609 8.1423547 9.9832621 5.1703698 5.6871587 2.9553500 0.7329204 7.9872049 9.0183660 10.4077445 1.7329638 6.9617819 9.5971497 10.1675919 6.1814246 NA 10.1634162 5.1480026 4.9553547 8.7809964 9.5873127 10.3328765 3.4525164 10.6623848 9.844099 9.913702 8.197850 10.885671 6.192395 11.005982 8.315420 14.683003 6.042819 14.058129 13.722417 13.740341 6.224816 13.158442 10.577931 11.033698 9.485623 13.553608 9.902054 4.607431 7.561629 13.134288 7.219464 8.927720 13.708812 8.347674 10.918665 8.855360 12.428917 7.442622 5.078738 NA NA 10.622214 7.935903 8.170840 10.7259020 11.1395230 11.6438562 1.1480230 9.1675920 11.8399627 10.1252811 11.4042098 9.2721224 6.4699299 5.0306451 8.7553316 10.6338305 7.5360187 8.1923954 9.1536257 6.4241260 9.5186886 0.7329204 10.9268996 8.5742658 14.6830031 4.7025911 7.8168864 10.5005964 9.7534807 9.3204287 10.8532015 9.1152273 10.3078725 6.2248159 11.0709571 9.1465916 13.4660496 8.4248931 10.5115884 -0.8520421 7.7930830 7.5488805 4.9808890 8.0028696 9.4676732 8.4124437 4.6074309 5.4334035 NA 11.2174509 -0.8520421 10.7446569 10.8155563 10.1065539 -0.8520421 10.5311654 9.7746229 10.0868456 0.1479579 10.3002860 12.1968286 10.8588076 9.1007425 13.7088116 8.3476736 10.3604975 8.1423547 5.4699283 9.2544332 10.9186651 10.1675919 4.4699315 12.8227451 3.6074368 4.0548919 7.4426218 4.0548919 12.5839318 10.3653531 10.6292961 9.3091330 11.5249405 10.3875997 0.7329204 NA 0.1479579 8.0557933 10.5784171 8.5805431 -0.8520421 7.1366856 11.8048729 5.7479137 6.4878513 TCGA-5P-A9KA 61 0 NA 395 kidney NA t1a nx mx male 2013 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 1 1 NA NA 4 2 6 1 3 1 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 4 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 0 0 0 0 0 0 0 0 2.219503e-06 5.895554e-07 2.4390243902439 19.5121951219512 13.4146341463415 39.0243902439024 25.609756097561 9.175834 8.836025 13.958999 10.706703 11.262678 6.714427 8.161149 5.186326 10.508255 12.957098 11.608208 9.598421 9.149264 10.633350 8.730647 7.399730 10.335779 NA 13.823844 3.832688 2.247715 10.688366 11.911568 11.574656 11.807635 10.353927 9.606256 10.315610 8.759041 10.818005 9.207085 10.629510 11.758381 10.947010 9.641952 14.378119 8.453776 0.00000000 0.00000000 0.15696000 -0.00027724 0.00110930 0.00110930 0.05879500 -0.00221680 0.00000000 0.00000000 0.00000000 0.15696000 -0.00027724 -0.00027724 -0.00027724 -0.00498440 0.00277450 0.00097064 -0.00069303 0.00013863 0.00388540 0.00138680 0.00138680 0.01474900 0.00541390 -0.00484610 -0.00484610 0.00360760 0.000 0.000 0.000 0.000 0.613 0.613 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.157 0.157 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.613 0.613 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.157 0.157 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 7.26762662 10.67957290 12.36262626 5.84598675 4.98469415 9.12525331 10.35625156 2.77825064 9.38158297 5.61696046 5.84598675 5.28725434 10.26321649 4.32573179 9.68235541 7.33735697 0.07778989 5.85916203 9.66745328 13.49999046 8.48506973 11.84350262 7.55353561 9.07921035 6.37242283 11.36580302 3.32573179 3.32573179 7.67399165 9.46042620 10.83602534 2.24771489 7.27747432 8.78688611 10.39747431 10.94739601 1.88514481 8.85587916 5.43535523 6.21550970 7.58162768 9.64664187 10.20450659 3.57988008 11.88472226 8.9831892 11.4943358 8.1001698 10.7337800 3.2477301 10.1351171 6.8979809 15.2597308 7.0664864 12.8966839 12.0744522 13.7615096 4.3257318 13.3312057 8.6702593 10.3114218 8.8209534 13.6392094 9.8268335 6.6925123 7.7851614 13.8238440 8.3632044 8.6869809 12.4575866 10.7216584 8.9295511 8.7590406 12.7993286 5.1652648 8.8722181 -0.9222101 NA 9.7954787 7.1057085 9.4715574 9.77128906 11.54158192 12.38685211 2.53722151 9.14523648 12.71340692 10.98956863 10.46797107 10.65097597 6.45284085 6.67025967 10.31978534 11.07038651 4.22633126 6.49565519 9.16526504 6.78516079 9.60723265 6.55353561 10.45121111 9.04358648 15.25973085 10.15127435 6.10017032 11.28267893 9.83852213 8.67771506 11.43919768 10.19739180 8.81420400 4.32573179 10.97148291 8.69901158 14.78930781 6.85699565 10.36897281 NA 8.23105026 7.94198835 1.07778989 8.97715912 9.86325459 8.98919408 6.69251229 6.02031773 -0.92221011 11.87201494 4.66276378 10.53979315 10.84681351 10.40871908 NA 11.69664645 8.83602542 9.36435991 NA 10.01517598 12.06293254 10.68836563 10.03925179 12.45758662 10.72165838 10.50249331 8.96806655 6.83935372 9.68809799 8.92955106 10.58113099 9.64385619 12.83664996 2.07778989 4.36320613 5.16526479 5.99666442 12.49116562 10.45772202 10.76430269 10.05936947 10.44957881 10.43700265 -0.92221011 0.07778989 NA 8.36777511 11.32953900 9.32454264 3.32573179 8.10294152 11.52824018 7.24772723 10.78559264 TCGA-5P-A9KC 51 0 NA 377 kidney NA t1b nx mx female 2013 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 1 2 NA NA 3 1 6 1 3 2 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 2.150143e-06 4.855162e-07 10.5263157894737 17.1052631578947 23.6842105263158 31.5789473684211 17.1052631578947 8.49846390 2.08905741 13.26984046 10.87398041 10.77994395 7.73773002 8.83383948 NA 10.38292777 11.47277724 12.10274456 9.21233223 9.98641421 12.42446330 9.54987013 6.91350101 9.16677870 0.08909132 12.78139785 5.55939392 4.67403687 9.58758983 11.60193849 10.46772903 10.28710863 9.96763480 9.59752801 9.58025800 8.90285412 10.22520961 8.46700634 10.35624980 11.08224726 9.71417287 10.07396600 13.77877979 7.53115919 0.00083195 -0.00627420 0.53626000 -0.01422800 0.52608000 0.52608000 0.03594700 0.01419000 -0.00627420 -0.00627420 -0.00627420 -0.00207840 -0.02999400 -0.01422800 -0.01422800 -0.01546600 -0.01546600 0.01084200 0.00000000 -0.00282480 -0.00282480 0.01712400 0.00013863 0.02160300 0.02904400 -0.48924000 0.05537300 -0.53185000 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 -0.489 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 -0.489 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 5.94705361 10.64174209 12.89977845 6.34960059 2.67403121 9.40579202 9.47852494 -0.49593900 7.93247049 3.45830325 7.88565367 1.50411186 10.15816015 3.36209111 8.40346756 7.05758565 NA 7.76620555 8.69640320 16.90618877 7.98993997 12.06575640 7.09282478 8.57288891 5.71356385 12.38665798 1.96354811 9.57691303 8.28054345 9.76385372 9.70868163 3.78951017 8.57154485 8.79412925 10.52335367 4.31146679 0.08909132 9.61980437 7.22520937 0.50406100 7.40195551 8.89938744 9.55259725 2.64653135 11.12347299 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 9.098435 11.842847 10.202815 4.285469 9.476372 12.781398 8.337001 8.388281 12.708987 10.364033 9.823218 8.902854 12.299135 5.434848 8.324289 NA NA 9.947572 6.162323 10.179265 9.471337 11.439276 10.804177 4.147966 9.191486 13.547565 11.528731 11.132784 10.092357 2.504112 4.259001 8.899645 10.842568 7.136960 6.995964 8.355859 6.775573 9.861662 8.559393 10.193235 7.932470 15.875862 1.674054 6.509735 10.739526 9.537534 8.838384 10.944461 10.337396 8.591573 5.548504 11.183371 9.484657 13.962645 8.174218 9.896964 NA 8.594091 7.909252 NA 8.527865 10.344101 8.551235 4.285469 7.077758 NA 11.680439 -1.495736 12.383311 10.456488 9.491375 -0.495939 11.641262 8.587590 8.795281 3.259001 9.661457 12.637333 9.587590 9.616550 12.708987 10.364033 10.100300 9.372161 7.617852 9.656611 9.823218 10.708682 2.504112 12.666974 2.089057 2.896427 5.434848 5.674034 12.083309 11.791679 11.756776 9.300150 10.246420 8.518131 0.504061 -0.495939 -1.495736 7.663831 11.222733 9.385989 -1.495736 7.839500 11.641102 6.362091 7.857257 TCGA-5P-A9KE 70 0 NA 824 kidney NA t1b nx m0 male 2011 NA no NA kidney papillary renal cell carcinoma 60 NA white not hispanic or latino 4 2 3 4 3 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.011424e-06 7.629541e-07 8.53658536585366 19.5121951219512 18.2926829268293 34.1463414634146 19.5121951219512 8.794721 7.255882 14.542317 11.045805 10.587143 6.822284 9.163340 NA 10.099854 12.041337 11.783878 7.505376 8.558100 11.403170 6.428169 6.959265 9.397635 NA 13.712506 2.020662 3.938201 11.407726 10.713343 11.125701 12.379317 9.106949 8.779999 9.208293 7.568417 10.332036 9.341592 10.262781 11.753681 10.797281 10.136721 13.942093 6.682048 0.00402430 0.00221930 0.00430210 0.00069327 0.60810000 0.60810000 0.55018000 -0.03830600 0.00402430 0.00402430 0.00221930 0.00430210 0.00578670 0.00069327 0.00069327 -0.00423050 0.00402430 -0.00774820 -0.01147300 -0.00290910 -0.00290910 -0.00981850 -0.01161100 -0.01601700 0.56952000 -0.05576900 -0.05576900 -0.04828300 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.570 0.570 0.550 0.550 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.608 0.608 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.570 0.570 0.550 0.550 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.608 0.608 0.000 0.000 0.000 0.000 0.000 0.000 5.3101729 12.9327233 11.8285572 5.0986680 3.4945948 9.4868487 11.6516405 -1.1491206 8.0055589 3.0986722 4.6836291 3.4945948 9.9684033 3.7087170 9.4891766 6.8035977 -0.1492806 5.1545225 10.0349962 12.5823779 8.5938919 12.1690010 6.2170620 9.9947614 6.1636235 8.1104838 -0.1492806 9.9107610 9.2462748 8.9514030 11.8308802 0.8507194 6.0405659 7.3224158 10.9725979 5.2936832 NA 8.8280206 8.0405654 4.6391627 8.1175273 9.5117704 10.6197519 3.3528150 11.8117308 10.002391 10.325461 10.392805 9.966435 3.708717 10.049186 7.212684 15.632677 4.172672 13.668024 11.226866 13.275694 3.374302 12.678778 7.714927 10.574402 9.131511 13.264831 8.725722 3.980025 6.638643 13.712506 7.661312 8.346596 12.752268 10.044266 6.822284 7.568417 12.541721 5.374302 7.628818 NA NA 7.195037 6.775554 8.405694 9.9094089 11.8619679 11.1695658 2.7576207 8.7226460 12.0388658 9.9877317 11.0738373 9.6312804 4.2082909 4.2082909 7.9953992 9.8186873 5.2636917 7.6122920 9.6279960 2.9382105 9.0879505 6.3019516 11.1227872 10.1257011 15.6326766 2.9382105 5.4945980 10.2791008 9.4846441 9.5398651 10.9067009 9.6180975 8.4357032 3.3743023 10.1732321 9.5151879 14.9165354 8.0583409 9.9890124 NA 7.8791439 6.9168301 NA 8.6189250 9.6337389 10.0295984 3.9800253 5.7814777 -1.1491206 11.4668299 -0.1492806 11.6187181 11.2611920 10.4841900 NA 10.9806676 8.3957051 8.9722742 -0.1492806 9.8215656 12.2676701 11.4077256 9.7349111 12.7522675 10.0442660 10.4163187 8.0454976 7.8049370 9.7570526 6.8222840 9.9395288 3.0206622 13.0311160 2.4357086 3.1726635 5.3743023 3.2430597 12.6867910 11.4559886 11.5289006 9.6930910 9.5293407 9.8034818 -0.1492806 3.3101656 NA 8.3293685 11.7258545 8.1291903 0.8507194 9.4014873 10.9915704 6.5372417 7.2978242 TCGA-5P-A9KF 53 0 NA 845 kidney NA t1a n0 mx male 2011 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino NA 4 2 2 3 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 8.685034 6.295291 13.492511 10.920198 10.929859 6.157788 9.089003 -1.251539 10.393154 11.874778 11.898619 8.930790 8.299143 10.976012 8.022191 6.798245 9.947455 NA 13.590059 5.725676 2.748397 11.290702 12.193254 11.539966 11.712195 10.278802 8.936985 10.318726 7.784569 10.160966 8.683561 10.419495 11.417503 10.615289 9.719940 13.489863 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 6.1662495 12.0458855 11.9451518 5.0521768 4.3922556 9.8481251 10.1934109 1.7483754 8.7342381 2.6552831 5.5812850 -0.2515388 9.8309841 4.3631080 9.0441649 6.9856063 -1.2515388 5.2719597 9.9363666 15.9750903 9.5781189 11.6239534 6.5876005 8.6477531 6.6001448 7.4030316 6.2952914 11.2450002 8.4190522 8.2362362 11.3448187 0.3333092 6.5876005 7.3850203 11.1106139 4.2402456 3.1407132 8.9095280 8.0635455 7.6295708 8.2581712 9.4258778 10.1070473 6.2520636 11.8444770 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 8.758225 13.729116 9.332419 4.503285 7.275873 13.590059 9.025683 8.232212 11.895919 10.252222 7.898143 7.784569 12.148608 5.898143 8.127775 -1.251539 -1.251539 9.211920 7.406607 8.314203 9.6872404 11.8322077 11.7541960 2.6552831 8.7413345 11.9446908 10.0618460 10.9123601 10.4088377 5.7256757 5.0703249 9.7455755 8.1015429 4.0338018 7.4522997 9.3464486 3.4488349 8.9492948 7.4453634 10.0998874 9.1567258 14.6697256 2.2078304 2.0703206 10.4168378 9.7498042 9.2532150 11.1171753 10.0464586 9.0057840 3.5557548 10.9879946 9.0088334 14.9950067 8.0021489 9.9730007 -1.2515388 8.1665016 6.6672592 NA 7.3850203 9.6371393 8.6929763 4.5032851 5.8879468 NA 11.5140965 -1.2515388 10.8288805 10.7174227 10.1673027 -1.2515388 11.1654574 7.7735355 8.3389832 4.8569210 9.4066075 11.4383940 11.2907025 9.0022434 11.8959190 10.2522218 10.3927029 7.0521768 7.3220435 9.5396160 7.8981430 9.5395590 -0.2515388 12.9504433 0.7483754 NA 5.8981430 4.8144838 12.3626458 10.7356600 10.6835611 10.1136248 9.5403728 10.1119833 NA 1.5557671 NA 8.4130744 12.2720560 8.3813911 0.7483754 8.3201489 11.3436535 7.1996076 9.2170201 TCGA-5P-A9KH 77 0 NA 2051 kidney NA t1a nx mx male 2005 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 1 1 NA NA 5 3 1 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 4.508365e-07 2.427581e-07 40 20 5 35 0 8.572800 8.776260 14.397024 11.361425 11.105226 8.337510 8.196021 9.738049 10.336273 12.401408 8.457673 2.264807 9.867581 6.524374 9.522199 9.828227 10.837876 -1.435573 13.473139 5.630461 1.371726 10.559785 11.545775 9.649180 10.904778 8.621009 10.391714 10.437431 10.148394 10.052211 10.240769 11.398250 11.373939 10.529795 9.254369 12.738205 8.735223 -0.7981100 -0.7901700 0.0249540 0.0212840 0.0129340 0.0129340 -0.8208100 -0.8224200 -0.7981100 -0.7922300 -0.7901700 0.0189430 -0.0062286 -0.0325870 0.0212840 -0.8391500 -0.8392900 0.0049969 -0.8380100 0.0085615 0.0085615 -0.0083290 0.0162860 0.0202030 -0.0013858 0.0332670 0.0437230 0.0377820 -0.838 -0.838 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.821 -0.821 0.000 0.000 0.000 0.000 -0.820 -0.820 0.000 0.000 0.000 0.000 -0.798 -0.798 0.000 0.000 0.000 0.000 0.000 0.000 -0.839 -0.839 0.000 0.000 0.000 0.000 0.000 0.000 -0.302 -0.302 -0.838 -0.838 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.821 -0.821 0.000 0.000 0.000 0.000 -0.820 -0.820 0.000 0.000 0.000 0.000 -0.798 -0.798 0.000 0.000 0.000 0.000 0.000 0.000 -0.839 -0.839 0.000 0.000 0.000 0.000 0.000 0.000 -0.302 -0.302 6.0879338 12.3182149 7.9263150 4.0238054 3.9566886 11.2177495 8.7943918 -1.4355731 10.8428209 6.6624035 5.2082285 -1.4355731 9.4606130 5.8862989 9.0672031 7.1627216 -0.4355731 4.3717261 9.8975268 11.3209277 8.0602263 11.1871096 8.7128478 8.7799045 7.9241207 11.8725682 4.0562280 0.5643294 8.0522115 9.4285576 11.2285964 -0.4355731 9.0166128 8.8941678 10.7473864 4.9566886 -0.4355731 8.7919872 -1.4355731 2.8761731 8.6344924 10.7482797 10.2973868 1.4203477 9.9515486 8.0996466 9.2999274 11.1177607 10.4489236 2.8122928 9.6891389 6.7786909 16.5067370 6.0721658 12.9562862 10.2635101 13.1216556 5.3457299 13.3002976 7.2438518 9.5881258 10.6240538 11.7473864 7.2820478 3.7738276 7.9779994 13.4731393 6.8908005 10.6800653 12.8538860 11.2429716 7.9652510 10.1483943 12.5644595 4.9906373 8.1151181 NA 0.5643294 12.6237159 5.2648104 9.3510739 11.3449112 12.1390832 12.4063288 1.1493244 9.8721414 13.3523250 10.7289642 9.6955854 10.2014491 2.0237876 3.6518324 7.5728003 7.5502135 4.7348993 6.2009967 8.4787567 4.0879295 9.9874873 7.4622168 10.0042023 10.3440908 16.5067370 3.1493407 4.7342977 11.5216549 9.8294004 9.0145517 11.9373725 10.5569557 8.3620328 5.3457299 9.8282274 8.4474424 12.2102550 5.5533974 9.6511710 NA 7.5610427 8.4192397 NA 11.7904825 10.3829536 10.4266213 3.7738276 6.0155823 2.1493244 13.0181565 0.1493894 8.9641834 11.0137780 9.7486269 -1.4355731 11.4553956 7.6884930 8.6491796 4.5416511 10.5562475 12.0597268 10.5597853 8.4439547 12.8538860 11.2429716 10.5477214 9.8515065 7.4347358 10.0091586 7.9652510 10.6913984 2.1493244 12.9336961 10.0766180 6.6196536 4.9906373 6.0481882 12.3713237 10.6073987 12.4819300 10.5214734 10.8075454 11.1825274 NA 7.4098619 NA 7.7645837 11.2423046 10.8051627 0.1493894 7.2543692 11.3110957 8.1112661 10.1127117 TCGA-A4-7286 42 0 NA 554 kidney NA t3a nx NA male 2011 NA no 90 kidney papillary renal cell carcinoma NA NA white not hispanic or latino 3 1 NA NA 3 1 2 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9.363527e-07 3.121176e-07 5.40540540540541 21.6216216216216 10.8108108108108 37.8378378378378 24.3243243243243 8.0138056 9.3009684 14.0433915 11.3938029 10.1093284 6.6658830 6.6239663 0.6215244 9.8113129 12.4720659 10.9943534 8.0890940 9.3528075 8.1913440 8.2361984 7.7610399 9.6214884 NA 11.9889031 NA 4.6214893 12.1396497 10.2624744 10.4747979 12.4187446 9.5313815 9.0561166 8.5930318 7.5163060 9.9524052 8.1213341 10.2885999 11.4833507 10.5800411 10.9557616 13.7863953 5.7507726 0.0000000 0.0000000 0.0151680 -0.4037400 0.0132130 0.0132130 0.4021100 -0.4204600 0.0000000 0.0000000 0.0000000 0.0151680 0.0041632 -0.4037400 -0.4037400 -0.4288700 -0.4288700 -0.4256000 0.0061090 0.0041632 0.0041632 -0.4256100 -0.4233100 -0.4371300 0.3790700 -0.4109100 -0.4109100 -0.4369100 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 -0.420 -0.420 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 -0.420 -0.420 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 6.5522264 13.3455758 12.4368717 6.4028484 0.6215244 9.5378755 10.2064509 0.6215244 8.5987683 3.2064557 6.3763755 2.6214776 9.9203529 2.6214776 10.3201930 5.5163052 3.6214893 7.0138061 9.7813597 16.7716605 8.3288477 11.9241273 7.1606470 9.4575387 5.7089514 8.5698556 2.2064557 9.1053041 8.6875776 10.9252691 11.5894351 2.9434150 8.0477532 8.3561980 10.8622797 3.9434150 8.2361984 8.7661466 6.9434162 3.2064557 8.3219281 9.8646385 10.3680027 3.3763737 12.5859159 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 8.9921759 12.6337637 9.7635955 5.8694149 7.9343714 11.9889031 8.1683828 8.7089511 11.4630527 9.8358076 8.0561164 7.5163060 12.4392715 4.7089487 7.7507713 NA 0.6215244 7.0809198 5.1450497 9.5711692 10.1489654 11.6842091 11.3400213 0.6215244 8.5522257 12.0159511 10.4964697 10.8174757 9.2288187 2.9434150 5.3763772 8.1760774 9.1837309 4.3219281 7.4669786 8.4159044 5.6658816 9.4256194 5.4288425 10.4872216 8.4794695 16.2663586 4.3219281 4.8694174 10.6740565 9.3425876 9.1567637 10.7116008 8.7610399 8.8503072 3.4288392 10.3595807 9.3391648 14.0116573 7.3960122 9.3730324 NA 6.0819041 7.9343714 0.6215244 9.2398739 9.3995655 9.0266299 5.8694149 8.2581128 NA 10.5223552 NA 10.8333767 11.0819443 9.9986989 NA 10.0972218 7.9790404 9.0726994 1.6214776 9.8835832 12.4953170 12.1396497 9.4028481 11.4630527 9.8358076 9.8812316 9.0809201 6.5756845 9.8672312 8.0561164 9.3253920 3.6214893 13.1438247 0.6215244 2.6214776 4.7089487 4.4288459 11.6250063 10.7155661 11.3671627 9.8598932 9.3357338 10.0393409 0.6215244 1.6214776 NA 8.0736060 11.1293029 7.4918531 NA 8.6929509 10.6424683 5.7914130 6.7300122 TCGA-A4-7287 75 1 597 NA kidney stage i t1 nx mx female 2011 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 1 6 NA NA 4 3 5 3 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9.710324e-07 3.467973e-07 15.7894736842105 28.9473684210526 2.63157894736842 50 2.63157894736842 10.00046260 1.34153039 10.12019912 10.70654722 11.55269537 7.60080941 9.08093981 NA 10.95551072 12.57155758 7.80096847 13.93118828 8.68138707 8.40977787 9.83018068 7.91442699 9.92725085 0.01963076 11.19297386 7.63431882 3.66346987 9.91063329 11.61177404 10.85605399 10.54464042 7.97961097 10.81402491 10.14760333 9.03083622 10.95182380 9.21313436 11.01855198 12.22586033 11.27138727 9.19578213 14.12510838 7.83403106 0.01014600 -0.00512270 0.12093000 -0.47818000 0.02286500 0.02192600 -0.00705760 -0.00069303 0.01014600 -0.00512270 -0.00512270 0.15651000 -0.55627000 0.45479000 -0.47818000 -0.00440170 0.01028500 -1.15500000 0.00944910 0.01516800 0.01516800 -0.01009400 -0.43789000 0.01558700 -0.57190000 -0.05913500 -0.05913500 -0.02876500 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 0.455 -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 0.455 -0.478 0.000 0.000 0.000 0.000 0.000 0.000 -0.590 -0.590 -0.145 -0.145 6.6416602 8.5761151 9.7711530 6.0082942 4.3050147 8.8051922 12.5614317 0.6045458 8.6232355 7.8107721 5.4119278 1.3415304 11.0113506 6.0419767 10.0004626 6.8088162 2.8269653 4.9264976 10.2472250 11.3951916 8.7321362 12.4874693 8.1693563 10.1366027 7.5587681 11.1209282 2.6045695 -0.9805116 8.0694578 9.6982091 11.2550250 2.1895399 8.4973673 9.2710916 9.2769970 8.7593896 1.0196308 10.2290624 5.3946479 2.6045695 8.3594592 9.3134830 10.5328432 2.9607156 8.6010922 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 10.49179218 13.83724230 3.92650238 7.46255217 7.63799489 11.19297386 7.86195908 8.03641706 12.97689251 9.97816173 10.59514827 9.03083622 12.37482247 5.67782110 7.99115276 2.34153039 0.01963076 11.97743660 7.40331374 8.51068031 10.7682212 11.4958489 11.0588708 2.4790494 8.6176614 11.9681588 11.4038532 11.5892274 9.7338546 8.0280375 7.3003800 9.4000701 8.8760346 9.8027792 8.1176410 9.9436792 6.8075121 9.3392813 8.8915143 10.5713173 8.7577014 14.8174985 10.4484926 3.1070685 10.6548737 10.3722043 9.4416737 11.5799419 10.0578422 9.5770728 7.9113926 11.4646239 8.9437089 13.7512463 7.7820907 10.5956210 NA 8.4029246 8.8915143 10.7178796 8.5234349 9.6008096 7.8493319 7.4625522 6.0530331 -0.9805116 11.5918355 2.3415304 9.6241623 11.3733073 9.5732384 1.3415304 10.8524991 10.0762468 10.4353509 6.6706605 10.1209282 11.9990342 9.9106333 9.6315560 12.9768925 9.9781617 10.6548737 8.8107718 2.8269653 9.4473409 10.5951483 10.4140718 9.1463136 12.9508082 3.6634699 3.9265024 5.6778211 7.2192818 12.6866097 10.7475295 10.8313851 10.5358015 10.5377704 11.4651413 7.5194546 1.8269653 6.0196085 9.0442225 10.2578286 9.3358905 1.0196308 6.1176410 11.9632227 6.2094339 9.9113927 TCGA-A4-7288 71 0 NA 1857 kidney NA t1a nx mx female 2008 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 2 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.664627e-06 5.548757e-07 4.61538461538462 16.9230769230769 32.3076923076923 35.3846153846154 10.7692307692308 9.6961789 9.9625622 14.0916473 11.1102821 11.3039513 8.6230855 9.6764562 NA 10.4522155 13.0700960 11.5013973 10.4405973 9.1659195 10.8466868 9.8231938 7.9144599 9.6938779 NA 14.2952263 0.4027222 2.5726229 10.2403352 11.3977076 11.7373995 11.2792241 9.9706633 9.6375246 9.4795228 8.8895423 10.9090148 9.2236839 10.9331135 12.0984792 9.8503070 10.2019889 11.6743161 7.0587743 0.0037465 0.0037465 0.0000000 0.0000000 0.7946200 0.8038300 0.7974300 -0.0020784 0.0037465 0.0037465 0.0037465 0.0000000 0.0000000 0.0016642 0.0000000 0.0019418 0.0019418 -0.0020784 -0.0070576 -0.0020784 -0.0020784 0.0015255 0.0015255 -0.0040162 0.8151300 -0.0091286 -0.0091286 -0.9106300 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 0.795 0.795 0.000 0.000 0.000 0.000 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 0.795 0.795 0.000 0.000 0.000 0.000 0.000 0.000 2.86213395 11.00957504 12.65795711 4.13062616 -0.01231532 10.22943447 11.80691742 5.71559141 8.82266738 2.30958367 2.40269489 -0.59727782 9.98598278 3.35690441 9.06359435 7.21879473 NA 4.95729710 9.35180432 15.11989737 7.72913671 12.16030556 6.24819704 8.37137416 5.78641079 4.28535043 1.21007710 12.13211552 8.29600856 7.95152893 10.70019668 1.57264718 5.84565062 6.96494959 11.06915314 3.10314511 -0.01231532 9.17584642 8.54736538 2.86213395 7.84565062 9.26787588 10.05375894 2.24868663 12.08596613 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 9.144174 12.560291 9.785331 2.402695 9.595616 14.295226 8.682318 10.076016 11.796500 10.673295 8.849790 8.889542 13.142171 2.926265 8.078664 NA -1.597278 8.206838 6.898563 10.198467 9.7369804 11.4976096 11.8167317 1.2100771 9.8728577 13.1440162 10.9916560 10.7353033 10.3408165 2.7246284 4.0751304 7.6904199 7.1575945 4.4895365 7.8057194 8.5190512 3.1575935 9.9739859 6.5625783 10.3360290 9.6446904 13.3251987 1.9876847 5.5319896 10.7175736 9.3437549 9.6091111 11.0795458 10.6556683 8.8099748 4.5726351 11.5812164 9.8393614 14.9432591 8.2880069 10.2481973 NA 8.4226455 5.9649507 1.2100771 9.4755097 9.7206850 9.6016618 2.4026949 5.2481970 -1.5972778 12.2461376 -1.5972778 11.1869331 10.9815516 9.4613755 NA 11.8673806 9.3864135 9.4069278 4.5726351 10.3308554 12.6477399 10.2403352 11.0753535 11.7964999 10.6732946 9.6718338 9.3496134 8.3842743 9.3569836 8.8497904 10.6112464 -1.5972778 13.0080710 1.7246503 3.8621340 2.9262652 5.6023797 11.9796639 10.9620843 11.3865915 9.6097215 10.6476656 9.7591592 NA 2.1031619 -1.5972778 6.9631932 10.5917102 9.6600950 -0.5972778 9.1906097 11.1169528 7.3065894 8.1791403 TCGA-A4-7583 60 0 NA 3 kidney stage i t1 n0 m0 male 2011 NA NA NA kidney papillary renal cell carcinoma NA NA black or african american not hispanic or latino 1 4 1 1 2 2 3 2 NA NA 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 4 0 0 0 0 0 0 0 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 1.699307e-06 6.589149e-07 1.47058823529412 13.2352941176471 23.5294117647059 48.5294117647059 13.2352941176471 9.367933 10.300010 13.407267 11.081323 11.479796 7.355745 8.180895 1.375178 10.721078 12.482508 9.592289 9.293209 8.689376 9.448191 8.663239 9.198110 10.547625 -1.432065 13.191209 2.375206 3.211698 12.757435 11.808040 11.466822 12.756122 10.470594 9.168684 9.743392 8.700984 10.421152 8.375197 11.051154 12.062323 10.904070 10.811611 13.851256 8.092208 -0.00650500 -0.00263220 0.00166420 0.00180300 0.00138680 0.00083055 0.03495900 -0.65984000 -0.00263220 -0.00263220 -0.00263220 0.02342600 -0.00733390 0.00180300 0.00180300 -0.01440500 0.00319100 0.00316770 0.00027728 0.00360760 0.00360760 -0.68250000 -0.68250000 -0.66883000 0.65977000 0.03986100 0.03986100 0.03863000 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 -0.682 -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 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 -0.682 -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 0.000 0.000 7.8532447 12.1830121 11.4694635 5.1825533 5.4985796 9.8497086 11.5151140 7.3492016 8.2769260 2.4747216 6.6012657 1.7377733 10.2049924 5.2260538 9.0746456 7.1279077 0.1527675 6.9253942 9.8416379 8.7208116 9.0546773 12.1170253 6.9899076 8.3880212 6.2613296 10.9275918 4.9076935 0.8897850 8.2543427 10.1788671 11.4314479 -0.4320652 7.0596949 8.2855187 10.8381377 3.4747345 NA 9.1880621 -0.4320652 4.4007292 7.8829921 9.7319133 10.4285414 5.4940795 12.3513102 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 9.5888222 12.8445483 11.1322300 7.3655036 8.9198859 13.1912094 8.2906497 9.1243483 12.3487921 10.6711301 8.2974629 8.7009844 12.6052177 6.7073936 8.1658949 -0.4320652 -0.4320652 10.9363488 6.8486129 10.0499444 10.891741 10.901277 11.571185 2.889766 9.983056 12.732749 10.146215 10.667519 10.648993 5.309311 6.938529 10.455444 11.219343 5.295763 7.592982 8.617691 5.268281 10.338919 4.612235 10.801162 8.631237 15.654529 3.375192 6.486706 11.137461 9.675713 9.445126 11.359616 9.629213 8.718859 3.925392 11.287231 9.331362 15.293728 7.585987 10.440902 NA 8.224178 7.820508 1.737773 9.557946 9.360633 7.912138 7.365504 6.295763 NA 11.165197 NA 10.306779 11.165429 9.824051 -1.432065 11.402708 8.523492 9.443592 3.655306 10.399941 12.948777 12.757435 10.111841 12.348792 10.671130 10.176097 9.399941 7.581863 9.663602 8.297463 10.403498 1.737773 13.065070 1.152832 0.889785 6.707394 6.707394 11.326690 9.654642 11.118830 10.301281 9.888079 10.567490 1.152832 2.027260 NA 7.926537 10.289023 8.717589 -1.432065 9.367933 11.057941 7.295763 8.459626 TCGA-A4-7584 59 0 NA 650 kidney stage i t1a nx mx male 2011 NA no NA kidney papillary renal cell carcinoma NA NA black or african american not hispanic or latino 4 2 1 4 3 1 2 1 NA NA 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.595268e-06 5.201959e-07 6.34920634920635 25.3968253968254 17.4603174603175 34.9206349206349 15.8730158730159 8.978286 8.749448 14.250905 10.877438 11.146412 7.464957 9.150483 1.606963 10.629344 12.555552 10.863016 8.677672 8.936612 11.806824 7.148349 6.075747 10.550747 NA 14.824328 3.121546 2.259062 10.362817 11.243287 12.060247 12.088055 9.847427 9.224837 9.912061 8.477341 10.234770 9.557844 10.782971 11.549909 10.694818 10.057598 13.036084 6.283437 -0.0459060 0.0036076 0.0000000 0.0016642 0.6470800 0.6470800 0.5471800 -0.0201380 0.0036076 0.0036076 0.0036076 0.0000000 0.0044411 0.0016642 0.0016642 -0.0126220 0.0031910 -0.0139530 -0.0190460 -0.0092666 -0.0092666 -0.0145030 -0.0171160 -0.0261670 0.5720200 -0.0546900 -0.0546900 -0.0585960 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 3.3231827 10.5727604 12.0339896 4.6576000 1.3846025 9.7457088 11.1411400 -1.2002495 8.2508323 2.8870768 -0.2004153 3.5545029 10.4065492 4.2258842 9.0102926 6.8862355 NA 3.4434740 9.4922368 16.5343034 8.5121483 12.1698999 5.9795292 9.2311189 5.7421356 10.4689492 4.4143318 6.1215501 8.5360230 7.5410881 10.6653545 -1.2002495 6.1659441 7.5172977 11.0026633 4.3231827 NA 8.9055296 7.7596232 4.2205080 7.6513703 9.0600468 9.9714234 3.1494057 12.0382767 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 9.0475487 13.6631300 10.4262428 2.5000627 8.2153631 14.8243280 8.1327768 9.7087642 12.3049366 10.5427726 7.1876381 8.4773410 12.9406906 5.5000595 8.0942419 -0.2004153 NA 9.0320421 7.6388247 9.7252275 9.9714234 11.4746961 11.3123616 NA 9.4826158 12.4845889 10.7711647 10.5275416 10.0151542 3.6576057 2.7065085 9.1615650 9.0248286 5.4143318 7.4791012 9.1833255 6.1571731 9.6989781 5.1034011 10.5809810 9.2692630 13.5745112 1.3846025 2.3845748 10.7188570 9.5603412 9.3436197 10.8223358 9.8697422 8.4253301 3.2590465 10.7277695 9.2373732 15.2781065 7.0225609 10.3069203 NA 8.1705701 5.8657110 -1.2002495 9.0115096 9.9327634 9.0163671 2.5000627 3.5000627 NA 12.1329163 NA 12.0522867 10.5822099 10.3756331 -0.2004153 11.8157330 8.7711649 9.4161701 NA 10.1266123 12.2460584 10.3628175 10.1555228 12.3049366 10.5427726 9.9745470 8.7811885 7.3958109 9.3095941 7.1876381 10.5368686 1.1215459 12.5262651 1.1215459 1.9695281 5.5000595 5.2425644 11.9803074 11.1350116 11.5830287 9.1516645 10.3746876 9.8038416 0.7995847 1.7996261 NA 7.5840921 11.2562554 9.4307983 -1.2002495 8.8910567 11.4212153 6.4578323 7.9159654 TCGA-A4-7585 67 1 1070 NA kidney stage iii t3a n0 m0 male 2007 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 1 2 3 4 3 1 5 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.699307e-06 3.467973e-07 5 18.3333333333333 11.6666666666667 35 30 9.057879 8.064392 13.558191 10.915634 11.325936 7.732138 9.432116 NA 10.174360 12.278871 10.356112 7.579831 9.310722 10.352569 8.988794 8.031527 9.648632 -1.315092 12.541634 2.932949 4.385452 10.166813 11.655294 11.273962 12.765998 9.406113 9.683604 9.417181 9.232872 10.515133 9.172854 10.708075 11.365373 10.570329 9.746385 13.547312 7.424220 -0.00765310 0.39031000 0.00485790 0.00430210 -0.00013862 -0.00013862 0.37134000 -0.00138580 0.00000000 0.01363200 -0.39074000 0.00485790 0.00235810 0.38982000 0.00430210 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 0.000 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 10.5083807 12.4416741 12.2239299 5.1928096 4.3288724 9.5672363 11.1574505 2.5918948 8.3556696 3.9704119 4.4399023 1.0069084 10.8985066 3.9329399 8.8436231 6.8112013 1.0069084 7.5615308 9.3234493 15.3185138 7.1607468 12.4804444 7.6622931 8.6864217 4.6850150 7.1647933 1.0069084 9.7484086 8.1403405 10.3001833 10.8013575 4.9329399 7.5273636 7.9471086 10.4684210 6.2319085 6.1196425 9.4365575 7.7883014 4.4663726 7.8474051 10.1206578 10.2774706 -0.9700171 11.3555082 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 9.532071 12.744020 8.874838 8.190825 9.378501 12.541634 7.561531 8.081618 12.990648 10.385887 10.047505 9.232872 13.207350 1.684998 3.591907 NA -0.314912 9.259607 6.947109 9.681289 9.9041821 11.3808942 11.5224444 2.4923660 9.6500763 12.6417527 10.7436817 10.3001833 10.3275165 4.6622910 6.9933528 9.2251416 10.1398268 6.6896276 7.5398815 8.9623009 5.3715136 10.2061232 5.1607468 11.0505158 8.8944667 16.2445848 7.0816187 7.9234184 10.5576884 9.2596070 9.9144333 10.9593917 10.0108811 7.6622931 6.2241715 10.7591550 9.0304188 13.2016369 8.6721212 10.2443906 NA 8.1909442 8.6864217 2.2699906 9.0326348 10.4482259 9.2803177 8.1908252 7.1485376 0.6849982 12.4437572 1.0069084 12.1561807 10.7204999 10.5371529 -1.3150915 10.8071944 8.6765354 9.5059901 2.3854586 10.2586607 12.7988371 10.1668130 10.1918169 12.9906478 10.3858867 10.0611389 9.0611389 8.0381601 9.2923624 10.0475053 10.9153342 6.7348627 12.7026049 4.2699757 4.9518022 1.6849982 6.3715136 12.3841521 11.4325771 11.6498958 9.5775563 10.6594281 9.3342697 2.9329494 4.1444462 2.5918948 8.2845729 10.9944785 9.5576885 1.6849982 8.8661659 11.3295458 6.5115613 8.6216515 TCGA-A4-7732 55 0 NA 582 kidney NA t2a nx mx male 2011 NA no NA kidney papillary renal cell carcinoma NA NA black or african american not hispanic or latino 2 3 NA NA 2 2 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 1.31783e-06 1.387189e-07 9.52380952380952 28.5714285714286 23.8095238095238 23.8095238095238 14.2857142857143 8.9333569 6.8872828 13.9264820 10.6172953 11.4427565 6.9350354 8.7266606 1.5087836 10.3797519 12.9097569 11.1504613 10.1591045 9.4096377 10.7040200 7.8557275 6.5618821 10.8107242 NA 14.1226984 0.7718011 4.4347683 10.6390840 11.4093267 12.2093839 11.6874357 10.8343011 9.3592701 10.1256871 7.6131073 10.2264472 9.5199981 10.6513885 11.3397613 10.8405835 9.9950025 13.9787687 7.4906231 0.00861350 0.00861350 0.00709710 -0.05549900 1.53400000 1.53400000 0.73663000 -0.00595220 0.00861350 0.00861350 0.00861350 0.00819590 0.01042400 -0.00039686 0.00277450 -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 0.000 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 0.755 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 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 0.755 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 1.534 1.534 0.000 0.000 0.000 0.000 0.000 0.000 4.7414292 8.7433487 11.7682787 6.2529322 2.6462779 10.1935335 12.3978184 6.3567671 8.6766905 5.3161240 3.9941995 4.3567706 10.1775849 5.1410403 8.9028047 6.9610364 0.1868808 5.8450534 9.8890153 16.4766196 9.2380517 11.4162624 7.1583865 8.5355709 7.0937334 8.1526271 4.8592689 6.6946379 7.1868422 9.1966712 11.0948599 3.3567636 8.2822396 8.7337370 10.3655075 4.6131073 NA 8.8343010 6.4722457 5.7113462 7.8270873 9.6094331 9.8838102 4.4547550 12.6407126 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 8.528917 13.804138 10.516078 4.434768 8.410844 14.122698 8.533357 8.642170 12.141403 10.351121 8.591984 7.613107 12.791975 6.561882 8.546592 NA NA 8.894202 7.617296 9.004546 9.6193846 11.6028485 11.4580139 0.7718011 8.9941976 12.4716668 10.3944672 10.3772847 10.6966177 6.7867558 5.4347717 10.4282300 10.0299786 6.1641225 7.8161990 9.5542575 5.5618821 9.5597078 6.8306990 10.2285019 9.6235543 15.3235335 -0.8132459 5.6786945 10.5694667 9.8387912 9.1569487 11.2230163 10.3460833 8.8539542 5.4906247 11.2726471 8.7395120 15.4608386 7.4102656 10.3289498 NA 8.3506935 7.9974144 NA 7.5962337 9.7913959 8.9665620 4.4347683 5.6131073 NA 12.2524271 1.9941814 10.8759671 10.8933387 9.9861243 0.1868808 11.7481307 8.4629672 9.0070217 1.1868175 9.8959265 12.1949211 10.6390840 10.4264412 12.1414026 10.3511211 10.1049605 7.6256343 7.1116553 9.5523669 8.5919842 10.2154394 0.1868808 12.3958391 -0.8132459 1.9941814 6.5618821 4.8306965 12.2460181 10.4041946 11.1406754 9.8950645 10.1446702 10.2509117 NA NA NA 7.6291642 11.9222739 8.7064791 -0.8132459 8.0006237 11.7821002 7.4011620 8.1205334 TCGA-A4-7734 53 0 NA 27 kidney stage i t1a nx mx female 2011 NA NA NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 2 3 2 2 4 2 5 3 3 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1.144431e-06 4.161568e-07 2.22222222222222 24.4444444444444 17.7777777777778 26.6666666666667 28.8888888888889 9.9133734 8.9832165 12.8984744 10.8536392 11.5871392 7.7787927 8.9019735 0.6650289 10.6444756 13.4461369 10.3181940 9.3946713 9.2919762 11.3825840 9.8589863 7.7613265 10.2456231 NA 14.8559425 4.6650516 5.3747091 10.1807502 11.7552478 12.3484106 11.7223653 10.1771325 10.2157972 10.1117892 9.0765615 10.5510010 9.5804319 11.0119335 11.7327089 10.7549422 10.4902742 14.9890317 7.1040085 0.0056919 0.0056919 0.0043021 0.0000000 0.7679900 0.7629100 0.7073800 -0.0074720 0.0056919 0.0056919 0.0056919 0.0043021 0.0133530 0.0000000 0.0000000 0.0077783 0.0077783 -0.0107840 -0.0073339 -0.0104540 -0.0104540 -0.0058140 -0.0058140 -0.0195890 -0.0410240 -0.0821350 -0.0526660 -0.0563070 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.707 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 6.1024566 7.2773041 12.4976768 6.2699121 4.3280178 9.2079597 11.4609548 2.7239517 9.0233352 6.0400902 4.3654896 4.3089069 10.3582614 4.0800863 9.1702002 7.6695704 -0.3349711 5.5476935 9.1833756 14.2565572 7.8114068 11.9399138 6.4154781 8.2399593 6.6575171 11.7238314 1.0801119 3.6346746 7.3445303 9.8215549 10.3439440 2.9380599 9.7964787 8.7735748 10.2202786 5.5878840 -1.9197517 9.3208793 5.0342862 4.7874481 8.2016216 9.0848982 9.9623489 2.7000845 12.2410095 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 9.253140 13.876482 8.132656 6.619247 9.613904 14.855942 8.745424 10.009716 12.023702 11.024434 9.029915 9.076562 13.234866 6.919291 9.167551 -1.919752 -1.919752 9.639465 7.611470 10.317202 10.1100653 11.6857989 11.6664586 -1.9197517 9.7805276 13.2654667 11.3739906 10.2852702 10.9460144 6.2944075 5.7094450 9.1648964 10.0811441 6.0008586 7.8728780 8.6499434 5.0458710 9.9380689 6.0342840 10.5199188 9.1655603 14.5737714 5.6725441 6.0968964 10.9153488 9.5957878 8.7203329 11.6700901 10.8139506 9.2834359 5.6036501 11.0311905 8.9251310 14.9438144 5.9722975 10.3775774 -0.3349711 7.4249389 7.8299574 1.6650289 9.5679279 10.0141473 9.5129221 6.6192472 4.7382977 NA 12.4265324 4.5395187 9.4020161 10.5903576 9.5563279 -1.9197517 12.4643995 9.2234711 9.7930447 3.8349741 10.3474598 12.0724067 10.1807502 10.8828062 12.0237016 11.0244340 9.9074306 9.8801789 7.8630861 9.5784036 9.0299147 10.7816110 4.9627295 12.7699221 3.9380693 4.4894787 6.9192912 6.6800008 12.3996189 10.0067545 10.3535921 9.8020415 10.9566049 10.7558244 2.6036441 0.6650289 NA 7.4908781 10.7003169 10.0145160 0.6650289 8.0871154 11.4947731 7.2424796 8.6508923 TCGA-A4-7828 74 0 NA 238 kidney stage i t1a nx m0 female 2011 NA no 40 kidney papillary renal cell carcinoma NA NA black or african american not hispanic or latino 1 6 NA NA 4 3 5 3 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7.976338e-07 1.040392e-07 3.7037037037037 22.2222222222222 14.8148148148148 33.3333333333333 25.9259259259259 8.9539223 4.2034909 13.9967881 10.4274962 11.0830778 6.4765129 8.9634048 -0.9663479 10.3413396 12.5968850 12.4564227 8.3977041 9.0321601 9.3096939 9.3487191 8.6953477 9.6574510 NA 12.2887457 2.2034831 2.0335816 10.3264663 11.9327376 11.8755269 13.6452284 8.7095267 9.9650457 9.9913971 8.6899945 11.4188927 10.1499135 10.3628053 11.4091520 10.6505778 10.3706339 13.6480493 7.4747297 0.00027728 0.00027728 0.00235810 0.00138680 -0.00526100 -0.00526100 0.00221930 -0.00055444 0.00027728 0.00027728 0.00027728 0.00235810 0.00346870 0.00138680 0.00138680 -0.00189280 0.00180300 0.00186730 -0.00387790 0.00110930 0.00110930 0.00000000 0.00000000 0.00013863 -0.00027724 -0.02520900 -0.02520900 -0.00761010 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6.8537487 11.5156211 10.6796782 5.5881569 3.2814905 8.9804172 11.1043614 1.6185206 8.9935713 7.4086091 5.7478143 7.4172736 10.1785336 5.6629261 10.1538074 7.2183956 4.7059945 5.4429601 10.2719743 13.3406992 7.7851137 11.9251634 6.9583822 7.7750367 5.8279867 11.9014274 1.6185206 0.0335111 7.4888966 10.9561540 10.4037120 4.4258889 8.6185320 10.8644808 9.3622446 7.2575708 0.6185206 9.0711164 3.1210320 7.0321604 7.2527383 10.5235880 10.1596287 0.8368129 10.9558826 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 9.321282 13.891356 9.039194 5.010851 8.269583 12.288746 8.314340 7.907014 12.510442 10.630225 12.969563 8.689994 13.107209 1.033582 8.033569 1.355524 NA 10.795952 7.305033 10.230596 9.6980168 11.7285803 10.9917597 0.6185206 9.4226630 12.7022330 10.9917597 10.3026963 9.7460966 5.8409239 6.0335706 11.1676749 11.0268618 5.4186555 6.6629261 9.2814970 6.2814980 10.0377900 4.8664580 10.3739760 8.7112891 14.7587760 6.0669933 6.3644866 10.7741936 9.7867863 8.4744389 11.1618861 10.1909164 8.4619296 9.4323133 10.0363845 8.4318644 13.4661114 5.8950287 10.0122800 -0.9663479 7.7235674 9.8938806 3.4930068 9.0614754 9.9434626 8.1130545 5.0108514 10.9264918 NA 11.7589358 5.2034948 12.0092384 10.6769748 10.2725712 1.0335816 11.2113005 9.4053461 10.0036755 3.8409264 10.4015302 11.7934577 10.3264663 10.0286301 12.5104423 10.6302252 10.9169765 8.6882055 6.7478157 9.6153162 12.9695633 10.4924887 5.3003544 13.0835031 6.1103841 7.4344489 1.0335816 6.1103841 12.5503776 10.1375130 10.6320873 10.0363845 10.3828507 9.6837238 1.6185206 1.6185206 NA 7.9904682 9.7850300 9.5463099 3.5571282 7.9192662 11.1981622 6.2909570 11.2212309 TCGA-A4-7915 35 0 NA 7 kidney stage ii t2b n0 mx female 2011 NA NA NA kidney papillary renal cell carcinoma NA NA black or african american not hispanic or latino 4 6 2 3 5 3 5 3 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7.629541e-07 1.040392e-07 16 32 12 36 4 8.9140580 4.1263039 12.4320958 10.7723992 11.2888597 7.9198495 8.8677556 5.4924269 10.6633895 12.7209154 9.1202768 7.4353477 9.3512668 7.1382728 9.4272378 8.8740460 10.1847132 -0.3654997 14.0391233 1.6344539 10.9809612 10.2647146 11.5453862 11.3583216 12.6870155 9.3348871 9.6595869 9.1706947 9.2362183 11.1895158 9.2090410 10.5751280 11.4145771 10.3443928 9.7572755 13.1930475 6.2643131 0.0751460 0.0787270 0.0034687 -0.0228810 0.0000000 0.0000000 0.5970100 -0.0365380 0.0787270 0.0787270 0.0787270 -0.0051227 0.0128030 0.0077783 0.0077783 0.0096406 0.0096406 -0.0013858 -0.0012473 0.0034687 0.0034687 -0.0040162 -0.0040162 -0.0147780 -0.0111980 -0.0391220 -0.0391220 -0.0400730 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 7.9495968 8.9267692 12.1100542 2.7219194 3.1580138 8.7033198 9.9059104 -1.3654997 8.6664932 5.1422419 4.4924301 -1.3654997 10.3602397 5.2043012 10.3813816 7.2274273 2.3348829 5.4288626 9.1382731 11.4818963 7.7085887 12.1057416 6.6117272 8.9575023 7.3348873 11.9178252 -1.3654997 0.6344074 7.7219106 9.6706210 10.6149441 4.9012338 6.2118766 9.3051037 9.9726267 4.3348900 5.6949275 9.4353473 1.9563913 1.8043840 7.8487663 10.9586983 10.3712721 1.5717739 9.4929724 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 9.897130 13.617307 9.041715 6.234360 9.096950 14.039123 9.429675 9.102053 13.243338 9.387664 11.373806 9.236218 13.554428 6.848767 9.423981 NA NA 12.157642 7.415807 9.988989 10.7321504 11.7124314 12.0624149 0.9563541 9.2953348 12.5944494 11.1526088 11.2895309 10.3880821 4.4673382 5.5292650 9.2380739 11.9910369 9.0491009 7.5740266 8.8572424 5.4799387 10.0669894 NA 11.3775988 8.8255068 16.9528093 3.0938813 4.4158060 10.5922750 9.8511932 8.5900975 11.0861737 9.8224180 8.0073127 7.7481895 11.0884896 8.4783684 13.2483520 8.1739164 10.1352894 NA 7.6182959 8.1122059 -1.3654997 9.0299815 10.3521239 8.2783036 6.2343595 3.1580138 NA 12.8667184 6.1342928 9.8049985 10.8420719 9.9742974 -0.3654997 11.4243886 9.5835447 10.8429866 1.4418022 10.3443928 11.5824495 10.2647146 10.5987883 13.2433375 9.3876641 10.3139275 9.3834788 5.0607132 9.5952314 11.3738061 10.9631224 3.0938813 12.7589727 3.6344423 6.2710727 6.8487669 6.2710727 12.9248983 10.1422421 10.9991293 9.8554302 10.7393737 10.5674003 2.0938644 4.1224491 0.2194628 7.5542343 7.2990724 9.7285251 -1.3654997 7.5798914 11.6538644 7.0897746 7.8656683 TCGA-A4-7996 61 0 NA 506 kidney stage i t1a nx mx female 2011 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 4 4 2 2 3 2 3 2 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 1.664627e-06 5.895554e-07 6.06060606060606 28.7878787878788 28.7878787878788 22.7272727272727 13.6363636363636 9.783667 9.659079 13.768854 10.589326 11.707460 8.102924 8.984205 NA 10.494901 12.266231 10.359457 8.613927 9.161722 11.866237 8.976312 7.627208 10.216846 -2.142417 14.244126 4.625557 4.179296 10.564730 11.451409 12.051974 12.065148 10.040386 9.953098 9.876962 8.655032 9.644865 9.184362 10.880605 11.465279 10.740205 10.013770 14.415732 7.102734 0.0020805 0.0020805 0.0210430 0.0000000 0.5949400 0.5949400 0.5443600 -0.0185670 0.0020805 0.0020805 -0.0408780 0.0096418 0.0202030 0.0000000 0.0000000 0.0034687 0.0034687 -0.0157410 -0.0224690 -0.0099870 -0.0099870 -0.0224690 -0.0422700 -0.0267140 0.5361300 -0.0830930 -0.0618230 -0.0649110 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 7.6663348 10.7521887 12.8350086 5.9017647 3.5012226 9.7689015 11.6044100 4.9341862 8.6799417 2.8573640 6.0570430 3.9017647 10.3252617 5.2061001 8.6878862 7.7326905 0.6647559 6.3572159 9.8428571 15.8925958 8.7559725 12.1758431 6.7308152 8.5111118 6.1005446 7.2794360 2.6122581 10.2529050 8.4526284 10.2736406 10.5169209 0.4423331 8.3907008 8.1358206 10.7003104 4.6255569 1.0272956 9.3386658 6.3168028 4.9577196 7.7627581 10.0021121 9.9759876 3.0566529 12.4134554 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 9.143351 13.272353 9.289913 7.245388 9.908580 14.244126 8.691842 10.280487 12.266231 10.882684 8.084987 8.655032 13.262147 5.817373 8.188288 -1.142736 NA 9.229148 7.302386 10.443655 10.1064844 11.5655927 10.8840672 3.3492237 9.9411826 13.0032633 10.8705191 10.5664547 11.1371265 5.8907944 6.2105174 7.7292761 9.3482218 5.7263789 7.9099387 9.2038846 4.2149252 10.1085574 4.7762356 10.5153592 9.3532260 15.2445047 4.3651676 5.5508576 10.4277010 9.1916441 9.9616420 11.1388663 10.3282839 9.4688568 5.4647009 11.1766197 9.4181813 14.8202669 8.3598646 10.5059532 NA 8.1123639 8.3229372 1.1793200 8.9435070 10.0017105 9.8245971 7.2453882 7.7012919 NA 12.6598873 -0.5576669 10.1517045 10.1770430 9.7373369 -0.1425763 11.4288865 9.1346584 9.5386094 -2.1424170 10.2906956 12.9943620 10.5647301 10.8224336 12.2662313 10.8826835 10.0219637 9.4554234 8.1311666 9.8044599 8.0849869 10.5171439 3.9866567 12.5353107 2.0272956 5.5155832 5.8173726 6.8231558 12.0678140 10.6934213 11.1763373 9.2862544 10.9464903 9.4853606 3.2149174 3.3269256 NA 7.7729816 10.6099795 10.0512042 0.1792562 8.8057381 11.4102801 7.3926463 8.1770432 TCGA-A4-7997 67 0 NA 927 kidney stage i t1b nx m0 male 2011 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 1 3 2 2 1 2 6 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1.838026e-06 5.201959e-07 4.34782608695652 26.0869565217391 14.4927536231884 37.6811594202899 17.3913043478261 9.6463647 9.1975497 14.0430976 10.6278456 11.6478777 8.1036345 8.5294489 -0.9503692 10.6238294 12.4381971 10.6949170 9.6740475 9.5400585 11.0630316 8.9581014 7.5435647 10.3781033 -1.9500905 14.4863066 2.2196487 4.0269859 9.7983211 11.9531653 11.7255557 12.8287100 10.5019501 9.7630955 9.3500614 9.5644229 10.5849843 9.5294891 10.7421065 11.3444732 10.3783838 9.5565124 14.7598965 6.9655881 -0.0011087 -0.0022341 0.6315300 0.0020805 0.6608700 0.6608700 -0.0024938 -0.0042929 -0.0011087 -0.0011087 -0.0022341 -0.0062286 0.0126550 0.1099400 0.0020805 -0.0129030 -0.0129030 0.0000000 -0.0058140 0.0018030 0.0018030 -0.6721400 -0.6578900 0.0026357 0.6491000 -0.0161540 -0.0161540 -0.0171160 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 6.3118046 10.4772837 12.5393060 5.7221354 2.0497005 9.2586442 10.3085693 1.8570653 8.4998893 3.4420278 3.9804458 2.8045905 10.6164551 4.9566003 8.6233562 7.6823408 -0.3653138 5.8244955 9.6323213 15.4930892 8.3000075 11.9592270 6.0327026 8.3557704 4.6496212 11.7919131 2.6935650 5.6644174 7.6808862 9.9331158 10.1676766 3.4420278 6.9745213 8.6699289 10.5433142 5.6496212 2.0497005 9.3170808 5.9262248 4.4926544 7.9061342 9.4552972 9.9782272 1.8258263 12.2875813 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 9.8622874 12.9372627 9.4334131 4.8570653 10.2928828 14.4863066 9.0927363 9.3552007 12.4398779 10.6754178 8.7544770 9.5644229 12.8516698 6.0609358 7.8794319 -0.9503692 NA 10.3534897 6.6717604 10.5396597 10.48850075 10.66878254 11.55104852 0.85702552 9.70970471 13.17516274 10.91408856 10.52239979 10.78547642 3.66441457 3.90768867 9.49161563 11.66200148 6.63090923 7.27612068 8.73182575 3.98044580 10.18669999 6.89833172 10.59394895 7.93692939 15.31525986 2.04970046 6.11040501 10.77784197 9.25794336 9.55750353 11.09102579 9.30059943 7.59274106 4.40725757 11.00317789 8.05111702 14.08886358 8.86779579 10.25183269 NA 8.47660243 7.87307616 NA 8.92392197 10.34030378 8.13318846 4.85706534 6.51731507 NA 11.85343643 0.04977015 11.28856142 10.12585641 9.38006554 NA 11.51042076 8.95735079 9.81250609 0.04977015 10.22557029 12.25984752 9.79832112 10.64006206 12.43987786 10.67541777 9.87824208 9.49057815 7.27612068 9.82666828 8.75447701 11.14757643 2.44201457 12.44671496 -0.36531381 4.80459571 6.06093582 6.76738466 12.18541817 10.47229930 10.93120525 9.37163705 10.77403941 9.63654868 -0.95036923 NA 2.04970046 7.88476457 10.27009030 10.09102579 NA 7.93387946 11.63912596 6.36259262 9.05392941 TCGA-A4-8098 73 0 NA 896 kidney stage i t1a nx mx male 2011 NA no 80 kidney papillary renal cell carcinoma NA NA black or african american not hispanic or latino 4 5 3 4 5 1 2 1 1 1 0 6 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 4 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 4 0 0 0 0 1.872705e-06 8.323135e-07 11.3924050632911 16.4556962025316 20.253164556962 31.6455696202532 20.253164556962 9.402751 7.783690 13.361085 10.961501 11.186445 7.434002 7.566062 0.982802 10.339793 11.717077 9.944964 9.872295 9.424697 8.124898 8.595659 7.313708 10.464086 1.567740 12.986484 3.506348 2.790146 8.309220 11.982507 10.289992 12.599684 9.724258 9.005159 10.056932 8.548845 10.834540 8.820419 10.853926 11.897923 10.078188 11.140138 13.254473 7.089746 0.00027728 0.00027728 -0.01413700 0.73170000 -0.00954260 -0.00954260 0.73379000 -0.77931000 0.00027728 0.00027728 0.00027728 -0.00166290 -0.80003000 0.72905000 0.73170000 -0.00434770 -0.00434770 -0.00207840 0.71848000 -0.02342900 -0.02342900 -0.79126000 -0.79126000 0.01936300 0.11374000 0.04499900 -0.71140000 -0.77575000 0.718 0.718 0.000 0.000 0.702 0.702 0.000 -0.791 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.761 0.000 0.000 0.000 0.000 -0.776 0.000 0.000 0.000 0.000 0.000 0.000 0.729 0.729 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.718 0.718 0.000 0.000 0.702 0.702 0.000 -0.791 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.761 0.000 0.000 0.000 0.000 -0.776 0.000 0.000 0.000 0.000 0.000 0.000 0.729 0.729 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 8.14518221 11.61032459 11.61487711 7.21641024 3.30471546 9.83557769 9.63921552 2.56776446 8.83453963 4.07025192 10.11207377 -0.01727104 10.99722275 3.98279284 9.10432434 5.58745501 NA 6.51417277 8.44222238 16.48902080 9.12744886 13.21093298 7.97431248 8.36649489 6.39218173 5.80296865 5.52194900 5.75097624 7.65874775 9.17261527 11.06859511 0.98280196 6.16269947 7.52968510 10.56116343 4.88968283 6.70361570 10.04820689 5.79014646 3.73767595 8.51222135 9.49766246 10.69230540 4.70525914 11.28478981 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 10.16952395 12.56775320 10.74101397 5.79014646 7.84387772 12.98648428 7.70730460 8.85469606 14.34730158 10.93261745 8.28199863 8.54884464 12.70836998 7.19710953 6.13253777 0.56774013 -0.01727104 8.70217961 7.02170957 9.51982454 10.64234074 10.92236995 11.37403430 NA 10.37403430 12.19832370 10.20377353 11.31594605 10.68106127 3.30471546 5.64100260 9.15521821 10.12999569 6.79374765 7.86237390 8.92090005 4.47464370 10.39800431 7.41324288 11.52267651 9.39430170 15.22382421 5.34034150 1.79014646 10.79697260 9.79255883 9.60025823 10.97360381 8.81092728 8.47063081 3.44222695 10.73558945 9.56116343 13.79275976 7.15986125 10.57150532 -1.01712504 7.87563694 6.79657180 2.56776446 8.78853466 9.44324651 8.85304751 5.79014646 3.98279284 NA 11.31594605 -1.01712504 10.41794004 10.82238823 9.97218515 -0.01727104 11.10949521 9.10949507 9.95433432 1.56774013 10.16207783 12.81251345 8.30922031 9.60575766 14.34730158 10.93261745 10.13887384 9.18491451 5.92530638 8.77351376 8.28199863 10.66797752 4.23071795 12.85613869 1.56774013 3.50634805 7.19710953 5.32264205 12.22298576 10.27913336 11.05324713 9.67801907 10.75675412 10.46105476 4.84077037 -0.01727104 1.79014646 7.26620279 10.23795502 8.27280938 -0.01727104 7.66929115 11.62934942 6.18246388 8.72088311 TCGA-A4-8310 58 0 NA 780 kidney stage iii t3a nx mx male 2012 NA no 80 kidney papillary renal cell carcinoma 40 NA white not hispanic or latino 4 4 NA NA 3 1 2 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 1.629947e-06 7.282743e-07 7.2463768115942 17.3913043478261 36.231884057971 21.7391304347826 17.3913043478261 8.6582076 7.2975940 14.0969986 10.9793523 11.0444531 7.6084204 8.1551932 NA 9.9773924 12.0072839 9.8631569 8.8572004 9.3947814 9.8758381 8.2747937 7.0574990 9.8546403 -0.8672258 14.2068699 NA 8.4318945 11.6586967 11.4692239 11.7736094 12.1969242 10.4962739 9.0259883 8.9496703 8.0153297 9.8529310 9.0244704 10.4472699 11.8569873 11.0879733 10.7510722 13.2311300 5.9215030 -0.0012473 0.0322810 0.0269350 -0.0179360 0.7284800 0.7284800 0.6224200 -0.0438730 -0.0012473 0.0322810 -0.0178650 0.0075000 0.0273570 -0.0186280 -0.0179360 0.0000000 -0.0033243 -0.0268510 -0.0282180 -0.0209610 -0.0209610 -0.0186280 -0.0296140 -0.0418380 0.6673400 -0.1220000 -0.1220000 -0.0968360 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 4.9140478 9.9844357 12.4118619 5.9528647 1.1327084 9.6001495 10.9103530 2.8331330 7.9400416 2.9400352 2.7176490 NA 10.1094656 6.2925572 9.0619452 6.7911121 0.1326426 5.8331254 9.0678516 17.1439152 9.3286740 11.8090846 7.0574990 9.0076681 5.4725365 9.6977888 1.7176490 7.7176490 9.0259883 9.5766661 11.0934127 0.1326426 6.9335868 7.7729314 11.0857918 4.3026115 3.8331229 9.4398874 6.9464677 3.1326920 8.3397008 9.4364902 10.2651864 3.2150417 12.4760764 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 9.044079 12.949670 10.546843 3.717649 8.514230 14.206870 8.610445 9.075201 12.613603 10.197429 6.990668 8.015330 12.855067 6.166109 8.233349 NA NA 8.667962 6.241211 9.528028 10.0839714 11.4189556 10.8426320 0.7176490 9.2068281 12.0955827 10.8833936 11.3010454 9.6815087 5.5756300 4.1326838 7.6949289 8.8313912 6.9008704 7.3421405 9.3445749 4.8051118 9.3675041 5.6245396 10.2287429 9.5838977 14.8529576 1.4545971 3.0395771 10.3829850 9.2773448 9.6424617 10.7492355 9.4703085 9.3782394 3.1326920 10.6786164 9.7970007 14.1200395 9.5139593 9.8313913 -0.8672258 7.7931461 6.9335868 1.4545971 8.6325325 9.7819429 9.7455552 3.7176490 5.4902396 0.1326426 12.1579993 NA 10.6537963 10.8640057 10.0130355 -0.8672258 10.9177304 8.7997980 9.0183830 -0.8672258 9.6375057 12.2898757 11.6586967 10.6640681 12.6136031 10.1974294 10.0752011 8.9222204 7.3026115 9.8398732 6.9906679 10.1872909 0.7176490 12.9176282 -0.8672258 4.8875740 6.1661088 3.9906645 12.1623190 11.2897177 11.3791304 9.2747937 10.2041490 9.8331263 NA 0.1326426 NA 6.9762937 11.4934762 9.2346623 NA 8.6464143 11.4091019 5.9906667 7.1213708 TCGA-A4-8311 60 0 NA 729 kidney stage i t1a nx mx male 2012 NA no 100 kidney papillary renal cell carcinoma NA NA white not hispanic or latino 3 4 2 2 2 2 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.28315e-06 6.935946e-07 6.89655172413793 20.6896551724138 25.8620689655172 29.3103448275862 17.2413793103448 9.0713824 8.6007254 13.2168308 11.1635399 11.3675783 7.1777534 8.5941697 5.9482714 10.0249647 12.4646059 10.3142925 9.2212903 8.9891441 11.1644324 8.1812855 7.2195742 10.1310373 0.5052812 13.9547350 3.4122125 7.0751839 11.2217192 11.5438634 12.5732669 11.7817436 10.1292098 10.3207117 10.4046853 8.7172168 10.0751840 8.9871278 11.2169953 11.5798044 10.5788005 10.7159997 14.3395031 8.4484001 0.00833510 0.01838300 0.77291000 -0.02671400 0.77984000 0.77984000 0.74347000 -0.00346270 0.01838300 0.01838300 0.01838300 0.77016000 0.00388540 0.00305220 -0.02671400 -0.00069303 -0.00166290 -0.00968060 -0.01202400 -0.00041585 -0.00041585 -0.00899060 -0.00899060 -0.01519100 0.75005000 -0.03585700 -0.03585700 -0.05401600 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 5.5927919 8.7196476 12.4327360 5.4122192 2.8272500 9.1906378 11.0410898 4.0288874 8.5053285 2.6752514 3.9647590 2.6752514 9.9931382 4.3126797 9.3726072 7.0475089 0.5052812 4.8976470 9.8429502 14.9902145 9.8238711 11.4954323 7.6448794 7.7767916 6.8890330 9.9513778 5.3633078 5.1777544 8.2602158 8.1383235 10.6262142 1.0903115 6.6138528 7.5606110 11.0096508 5.5497215 NA 9.6765053 4.3126797 5.7397158 7.4996817 9.0899152 10.2883266 5.0571513 12.1239915 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 9.231547 13.398725 9.695153 4.714784 9.538751 13.954735 8.513757 9.519349 11.738049 10.626214 7.387972 8.717217 12.688654 6.044488 7.944121 1.505332 1.090311 10.471113 7.082757 11.152387 9.2850477 11.7999491 11.5680492 1.0903115 9.4167203 12.3875893 10.8317579 10.0751840 10.4904587 6.4122192 5.2057678 9.1346851 8.5687234 4.2057678 7.5660243 9.0827571 3.6752514 9.9062079 5.9482714 10.3718346 9.0808676 13.4387424 1.8272500 5.6752542 10.9673194 10.0968507 9.6268620 10.9258150 10.6595136 9.6033604 2.9647683 11.1961994 9.3334649 14.6298940 8.6631553 10.2718573 NA 7.8477589 6.1918291 -0.4947188 8.8204780 9.7257067 8.7791241 4.7147840 4.7532569 0.5052812 11.7482048 3.4122125 9.5373741 10.4876089 9.7603570 -0.4947188 12.1218772 8.6138528 8.9125963 0.5052812 10.0131230 11.6239451 11.2217192 10.2298423 11.7380491 10.6262142 10.1355955 8.9830865 6.9971817 9.6116689 7.3879716 10.3159000 2.3126942 12.7959233 1.5053320 2.6752514 6.0444881 5.0599176 11.4170948 9.9503433 10.7407444 9.9472351 10.4587973 10.5025078 2.5053320 0.5052812 NA 7.2402409 11.7559939 9.3833792 1.5053320 8.3126833 11.9482719 7.0902914 8.4122188 TCGA-A4-8312 60 0 NA 708 kidney stage i t1 nx mx male 2012 NA no 90 kidney papillary renal cell carcinoma NA NA black or african american not hispanic or latino 1 6 NA NA 5 3 5 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4.508365e-07 2.080784e-07 10.5263157894737 26.3157894736842 10.5263157894737 26.3157894736842 26.3157894736842 9.200156 3.726744 16.760908 11.261182 10.932359 7.633630 9.560018 NA 10.828153 13.162336 11.444172 7.899524 8.976023 10.027909 8.652400 7.337237 10.383931 NA 11.883906 5.577595 2.378817 10.170275 12.676621 11.698283 12.272118 9.748315 9.090562 10.127619 8.051242 10.356617 9.361292 10.478284 11.784925 10.730760 9.481627 13.454357 7.880256 -0.00074193 0.00000000 0.00069327 -0.00124730 0.00152550 0.00152550 -0.00193990 0.00624810 0.00000000 0.00000000 0.00000000 -0.00014411 0.00110930 -0.00124730 -0.00124730 0.00249690 -0.00353680 -0.00180140 0.00277450 -0.00083160 -0.00083160 0.00152550 0.00152550 0.00194180 -0.00277070 0.00013863 0.00013863 -0.00193990 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6.0068478 10.8578619 9.4844870 4.5918110 3.2413063 9.1539869 10.6180897 2.0892947 8.6958181 7.7928293 3.2413063 3.9193878 10.2895110 4.0486721 9.7259345 7.0632268 0.5043662 4.2769358 10.1067371 10.3366204 7.8050815 11.7285502 8.9207932 9.5146425 7.8966648 10.8058436 3.1673098 4.4429501 7.7363688 9.1312733 10.9197372 2.6198355 10.7589824 8.6058854 10.2818767 3.5632436 2.2413216 8.9719530 3.6198238 4.0893117 8.2592348 10.1017110 10.1343112 1.1084241 13.0267974 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 9.148204 12.738466 12.162410 4.534093 7.133704 11.883906 9.608509 9.131273 12.669359 10.586497 9.132489 8.051242 12.983370 4.345652 9.803555 NA NA 10.472054 7.214005 9.305883 10.8887715 11.6183066 11.7419558 -0.0805455 9.3808645 12.2362322 11.1334005 10.8486434 9.5514714 1.9193782 4.4739752 9.2001559 9.4517409 4.3456518 6.9637793 9.7023831 4.5632436 9.2185930 7.2857074 10.0874302 10.5537423 15.3705478 0.5043662 3.0068545 10.6738550 9.8322744 8.7585887 10.8761241 10.2122818 7.9881632 5.7648742 10.5816083 8.6215578 13.9387585 4.7004841 10.1439896 NA 7.4947732 7.1908479 -1.0806981 9.0422129 9.8793869 9.7672254 4.5340927 4.5918110 NA 12.5151087 6.8618996 8.3138476 11.3271838 9.9023786 0.5043662 11.0653171 8.9375851 9.0081731 0.5043662 10.3890268 12.4455174 10.1702755 9.2592351 12.6693591 10.5864965 10.4370544 8.6319119 8.0716699 9.7382387 9.1324892 10.6045718 -1.0806981 13.3222638 9.6991043 5.9193854 4.3456518 4.3788168 12.4024450 11.4797178 12.0860188 10.4887659 10.3487917 9.3981545 -1.0806981 7.1625585 NA 8.0891846 10.6454115 9.7210934 0.5043662 8.7105478 11.0681793 7.1720504 10.5281018 TCGA-A4-8515 47 0 NA 709 kidney stage i t1a nx mx male 2012 NA no NA kidney papillary renal cell carcinoma NA NA american indian or alaska native not hispanic or latino 2 4 NA NA 2 2 3 2 2 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.109751e-06 3.467973e-07 4.65116279069767 23.2558139534884 30.2325581395349 27.906976744186 13.953488372093 9.0581376 9.4682685 14.3151995 10.8567745 11.2856770 7.2661690 9.4749582 -1.3921371 10.4928911 13.1971989 10.8256123 8.6037246 8.3695088 11.0444087 8.5994792 7.4659386 9.6774071 NA 14.7278307 0.9298667 2.3083900 11.2946767 11.3222501 12.2353773 12.2507988 10.3736579 9.3611742 9.4321205 8.9720921 10.3316183 9.1587041 10.7407784 11.6807599 10.9486421 10.5969971 13.8650505 6.3387328 0.01335300 0.01335300 0.83805000 0.00332990 0.80955000 0.84692000 0.78601000 -0.00733390 0.01335300 0.01335300 0.01335300 -0.01092200 0.00388540 -0.03330700 0.00332990 -0.00221680 -0.00221680 -0.00650500 -0.01119800 0.00069327 0.00069327 0.00305220 -0.00244760 -0.01174900 0.80947000 -0.04955900 -0.04955900 -0.05778900 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.809 0.809 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 0.809 0.809 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 4.1929201 10.4056189 12.1951489 4.9829981 0.6079576 9.6205890 12.0294963 1.4153260 7.9366321 2.3083900 2.7778720 3.0673806 10.0698204 4.6740482 8.9666087 7.5991958 NA 5.3358762 9.3909557 16.9582329 7.9808222 12.0843239 5.7878660 8.1256268 5.8271254 7.7627753 2.4152990 9.4185290 8.0173485 8.5548636 11.0389326 0.6079576 6.0002750 7.2263428 10.4241411 4.4906022 2.3083900 8.8933595 7.3695084 4.9923515 7.5504721 9.4462790 10.0730136 3.5616927 12.8042913 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 9.437680 13.309426 9.378621 2.777872 9.439265 14.727831 8.573742 9.764041 12.207870 10.539434 7.119710 8.972092 12.947112 5.846363 8.451878 NA -1.392137 9.220826 7.095798 10.784713 10.2157501 11.2567644 11.5409103 -1.3921371 9.4048082 12.5922869 10.8544011 10.4955589 10.3590830 6.6578058 3.0673806 7.3118609 7.9786447 5.1778142 7.5563244 8.8463620 2.5148545 9.6406920 7.4597062 10.7943812 9.1187215 14.0894731 0.6079576 3.1929201 10.4499148 9.4557978 10.1246423 11.0391938 10.0173484 8.3958601 3.8174084 10.8259151 9.5621537 15.1625463 8.0360032 10.3027505 -1.3921371 7.9211804 6.5852375 NA 8.8979761 9.8968234 9.1661294 2.7778720 5.1625444 1.4153260 12.0165525 -0.3921371 10.2992647 10.5795009 10.1073051 NA 11.4335125 9.0373641 9.0643119 -0.3921371 9.9168652 12.3757281 11.2946767 10.0336979 12.2078703 10.5394337 10.1868017 9.1206980 7.7190931 9.4915858 7.1197100 10.4124918 -1.3921371 12.9960420 0.6079576 2.1929201 5.8463629 5.5386934 11.7391713 10.8788367 11.1716304 9.3843905 10.3350270 9.9835399 NA 3.5148418 NA 7.4449544 9.8525056 9.7532527 NA 9.1863302 11.0534896 7.2979553 7.6303254 TCGA-A4-8516 62 0 NA 23 kidney stage iii t3a nx mx male 2012 NA NA NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 1 3 2 2 2 2 3 1 2 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 8.6068645 8.1281016 14.4427135 11.1798103 11.0077439 6.8235201 8.2474899 -0.1480012 10.4331776 13.0980495 11.7760472 10.5636440 8.6577207 10.8860882 8.3256828 8.1603162 10.5764909 NA 13.4991543 NA 4.4369414 10.8267501 11.2832056 11.7244595 12.6282044 10.1597470 9.4958332 9.6951129 8.3175433 10.2881680 9.2634880 11.1272285 11.6894078 11.1237318 10.4355299 14.4487491 7.5276873 0.0068915 0.0034102 0.7638900 0.7796400 0.9475200 0.9475200 0.7903800 -0.0083005 0.0068915 0.0068915 0.0034102 0.7638900 -0.0215100 0.8760800 0.7796400 -0.0183530 -0.0208870 -0.0056757 -0.0143660 -0.0059522 -0.0059522 0.0065262 -0.0067813 0.0019418 0.8009200 -0.0157410 -0.0172540 -0.0018014 0.000 0.000 0.000 0.000 0.776 0.776 0.000 0.000 0.000 0.801 0.801 0.805 0.805 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.860 0.000 0.000 0.000 0.764 0.764 0.000 0.000 0.780 0.780 0.000 0.000 0.948 0.948 0.000 0.000 0.000 0.000 0.175 0.175 0.000 0.000 0.000 0.000 0.776 0.776 0.000 0.000 0.000 0.801 0.801 0.805 0.805 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.860 0.000 0.000 0.000 0.764 0.764 0.000 0.000 0.780 0.780 0.000 0.000 0.948 0.948 0.000 0.000 0.000 0.000 0.175 0.175 6.3277107 10.3307466 11.7933915 4.5798982 3.9812590 9.9289729 12.6045667 6.2007044 7.5696536 3.6593309 5.0807941 3.0999011 10.3014094 3.8519789 8.9735105 7.3456323 NA 5.3597706 9.6777309 13.8012899 8.3398171 11.9823867 6.7346202 9.0528756 6.3755382 9.0156266 2.0219061 9.2161117 8.6512587 9.1637254 11.6015448 -0.1480012 6.3988719 7.7498225 10.3701383 3.6068686 1.4369613 8.8632044 6.9760978 5.5837026 7.8032619 8.6017292 10.2362211 3.1454981 12.1794581 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 8.942090 13.364841 9.844915 4.137381 7.227016 13.499154 8.730028 8.630054 12.954035 10.533215 7.090381 8.317543 12.588485 6.080796 8.964417 NA NA 9.922098 7.668961 9.355773 9.9760984 11.2671906 11.1654270 4.0999011 9.6561080 12.0283060 10.6569147 10.2866052 10.1379571 5.9812590 4.6593309 10.5244023 10.3383093 5.8046602 7.5173127 9.1523295 3.9812590 9.5199755 6.9605013 10.0479643 9.7581161 15.6478138 -0.1480012 3.7099633 10.5541497 9.5101886 10.3848199 10.9760983 9.5841444 8.7974209 3.4369347 10.5955492 9.0190942 15.3263326 6.9365202 9.8632043 NA 8.0439984 7.4294059 0.4369081 8.7254211 9.6300541 9.2634880 4.1373806 7.0903813 2.9394335 12.0945557 2.0219061 11.2758808 11.0498080 10.1193489 -1.1481610 11.2065019 8.1511850 8.7588675 6.0017234 9.8840227 12.6079078 10.8267501 9.8854000 12.9540347 10.5332154 10.3342808 8.5713659 6.9072596 9.1733978 7.0903813 10.2318969 -1.1481610 12.6924599 -0.1480012 4.4666858 6.0807962 4.0614306 12.1990447 11.0614304 11.4673767 9.9825476 10.0262786 9.9440735 -1.1481610 2.6593309 NA 8.2637636 10.6746912 9.1419960 NA 8.2613681 11.2977679 7.1187636 7.9526393 TCGA-A4-8517 71 0 NA 597 kidney stage i t1a nx mx male 2012 NA no 80 kidney papillary renal cell carcinoma NA NA white not hispanic or latino 4 2 1 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.352509e-06 8.323135e-07 4.54545454545455 18.1818181818182 15.1515151515152 34.8484848484849 27.2727272727273 9.044036 8.802096 14.388836 11.087227 10.898702 7.397617 8.505509 2.365189 10.326777 12.672086 11.319127 8.282974 8.941938 11.288928 8.558609 6.323617 10.551873 NA 14.100059 NA 3.606205 11.156062 11.271723 11.971853 11.729330 11.014615 9.121297 9.492604 8.373369 10.237241 9.401619 10.648073 11.832986 10.787260 10.106049 13.522485 5.965272 0.00374650 0.00374650 0.02665400 -0.01464100 0.84518000 0.84652000 0.74214000 -0.02456900 0.00374650 0.00374650 -0.01326400 -0.00553750 0.00694350 0.00013863 -0.01464100 0.00000000 0.00000000 -0.01519100 -0.03272300 -0.02644100 -0.02644100 -0.02205800 -0.02205800 -0.04482200 0.78524000 -0.11717000 -0.10641000 -0.10335000 0.000 0.000 0.000 0.000 0.836 0.836 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 0.836 0.836 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 5.19116781 10.91768997 11.21609268 5.92813104 1.90577448 9.84448342 10.96983300 6.05551021 8.54781572 3.85995961 5.26331615 1.90577448 10.28101522 4.29807907 9.36314479 6.99978922 0.90573598 4.54961989 9.22656440 14.51337657 7.89444856 11.89675425 6.87154798 9.14058133 5.01428833 8.72434604 -0.09418702 8.58348373 8.73231228 9.29700749 10.99156833 1.49072415 6.40560952 8.02988517 11.06563525 3.29808640 -1.09418702 8.92117893 6.18188771 4.46035596 8.08815803 8.84691417 10.28297441 2.94489592 12.26197930 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 9.027298 13.465022 10.207260 3.606205 7.677253 14.100059 8.282974 9.080690 11.878385 10.311969 7.361091 8.373369 12.808327 5.075691 8.640473 NA -1.094187 8.321506 7.070671 9.241623 10.07568892 11.78745148 11.26359081 -0.09418702 9.36006332 12.04563501 11.17342848 10.42932587 9.74102484 3.85995961 3.76374087 9.10788765 9.50008857 4.81265224 7.48319262 9.07819138 3.54961989 9.71392362 5.72594288 10.23891926 10.02470503 14.95410179 2.36518860 4.03504320 10.90646817 9.54148212 9.65227818 10.72354704 9.73627914 8.03246841 2.81266251 10.71432598 9.48319283 15.24097980 8.19315324 9.95629280 NA 7.61928828 7.25891083 NA 9.33517058 9.66065147 9.74496768 3.60620531 6.37336981 1.22767947 11.93677583 -0.09418702 11.83465236 10.63962669 10.13458265 NA 11.39410621 8.62515284 9.30450762 -0.09418702 10.05741480 12.57254271 11.15606234 10.22543606 11.87838479 10.31196896 9.88518905 9.12250966 7.90294364 9.21304442 7.36109106 10.23724080 1.71312390 12.71070161 1.49072415 6.20038468 5.07569093 5.24561355 12.05280980 11.15961140 11.50102143 9.49728622 10.29647026 10.00642623 -0.09418702 1.90577448 NA 7.49455322 10.38134027 9.09682319 -1.09418702 8.39761688 11.21296474 7.26770807 8.67229274 TCGA-A4-8518 48 0 NA 600 kidney stage i t1a nx mx male 2012 NA no 80 kidney papillary renal cell carcinoma NA NA white not hispanic or latino 1 1 NA NA 3 1 5 3 1 2 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4.161568e-07 1.733986e-07 11.7647058823529 17.6470588235294 11.7647058823529 29.4117647058824 29.4117647058824 8.2890944 7.9124756 14.8998451 11.5537062 10.3726520 6.8539233 8.7575777 3.1534811 9.9941404 12.5824878 11.2478658 9.6914485 9.0640685 12.6597530 7.9247193 6.8624353 9.6242206 -0.5468776 12.3459661 2.6229772 4.3599358 11.1835139 10.7922703 10.9785646 13.0291738 9.8824506 9.4459822 8.1112552 8.6053288 9.9083710 8.9186101 10.5318618 11.6069125 10.7268394 10.2700274 12.6479545 6.5038718 0.01000600 0.01000600 0.41379000 0.00000000 -0.00968060 -0.00968060 0.38535000 -0.01427500 0.01000600 0.01000600 0.00901170 0.41379000 0.00083195 0.00000000 0.00000000 -0.00526100 -0.00180140 -0.00277070 -0.00981850 -0.00207840 -0.00207840 -0.00249380 -0.00249380 -0.00622860 0.38998000 -0.02862800 -0.02862800 -0.01725400 0.000 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 5.6624961 11.3187771 12.3051832 4.8105973 2.9124774 10.1109696 11.2204007 NA 8.9042550 2.4530434 3.4530434 2.2603870 9.9248511 3.3599287 9.1655708 6.1260354 -0.5468776 4.7384436 8.8475065 16.7550201 7.5874700 12.0962236 6.8453608 9.5191330 3.8453596 8.7104318 NA 12.0912535 9.1166018 8.9941404 11.1634198 2.6229772 5.8105948 7.3599340 10.9770957 5.2079319 2.4530434 8.6962178 7.9328242 2.9124774 7.8149874 8.6651266 10.7080724 2.0259501 11.1592592 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 9.236042 12.498462 9.292248 5.207932 8.234404 12.345966 8.635438 8.887672 12.322638 10.021950 8.733815 8.605329 13.088989 4.944896 7.551076 NA NA 6.836748 5.774972 9.377367 10.0659123 11.4632222 11.5865072 1.7749662 8.9186101 12.4353244 10.2012366 11.1254691 9.1672894 2.9124774 4.4530434 8.1638504 8.2245333 4.2980351 6.5510761 9.1792620 5.0677549 9.3778562 5.7384463 10.4431478 9.8367482 14.5599747 5.3110235 5.0968985 10.4642711 8.9941404 9.4288917 10.3524008 9.0695926 8.1877534 4.5405047 10.4338974 9.2700276 13.7402512 6.4212502 9.4974379 NA 7.7568245 7.1183795 NA 9.0987022 9.6842651 9.6878612 5.2079319 6.1672897 0.4530171 11.1513144 NA 11.1792620 11.0700520 10.0342445 -0.5468776 10.3704159 8.2732226 9.0750956 4.0380059 9.7057093 12.6770455 11.1835139 9.2129321 12.3226377 10.0219499 10.1586762 8.7928937 8.0455009 9.3721307 8.7338146 9.7419098 4.6229713 13.2987299 1.4530698 3.6229655 4.9448959 4.2079319 12.2364514 12.0944183 12.1947215 9.6403959 10.0389453 9.0878548 2.4530434 2.9124774 NA 7.3456776 11.1776131 7.5823272 NA 8.8624347 10.7110208 5.6818624 6.7384463 TCGA-A4-8630 59 0 NA 436 kidney stage i t1b nx mx female 2012 NA no 100 kidney papillary renal cell carcinoma NA NA white not hispanic or latino 3 4 2 2 2 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 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.179111e-06 4.161568e-07 10.6382978723404 27.6595744680851 14.8936170212766 29.7872340425532 17.0212765957447 9.203262 9.327095 14.602622 11.440702 11.148795 7.417632 8.976145 NA 10.355774 12.752490 10.197140 9.647528 8.465957 10.650517 8.556412 7.269913 10.492861 -1.265345 13.916683 4.982565 2.319589 11.291623 11.754229 12.977291 12.467865 9.878659 10.245897 9.424636 8.768061 10.673850 9.343817 11.333854 11.654619 10.907378 10.396861 14.218706 7.677973 0.0081516 0.0081516 0.7434700 -0.0160170 0.7389100 0.7389100 0.7421900 0.0000000 0.0081516 0.0081516 0.0410340 0.7463200 -0.0202930 -0.0160170 -0.0160170 -0.0107840 -0.0232680 -0.0041546 -0.0245240 -0.0120240 -0.0120240 -0.0071958 -0.0071958 0.0052749 0.7465100 0.0068044 0.0068044 -0.0167040 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 5.2424310 10.8003908 12.5260045 5.8326698 2.6415229 9.6047332 11.8297054 3.9825647 7.6505176 1.9045804 3.9440901 3.7346338 10.0573099 4.4625563 8.8982879 7.4835022 0.7346554 4.2582023 9.6720119 15.2943411 8.4211387 11.8179512 7.1269553 8.3214781 7.1140161 7.1981621 5.0921905 7.9045630 8.3364088 7.4246358 10.6841001 1.0565835 5.1940713 6.4419980 10.6910143 2.1940555 NA 9.1161810 5.5801274 5.6250834 8.0543102 9.4465631 9.9867121 4.5086315 12.1534382 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 9.173430 13.191698 10.360803 3.904561 8.894509 13.916683 8.770812 9.670540 11.915480 10.697534 6.968258 8.768061 13.027319 4.056566 8.462559 1.542010 -1.265345 8.669803 7.198162 10.515498 9.4088303 11.5842387 11.3165448 0.3196179 9.7133485 12.5642618 10.9238450 10.0154089 10.6953641 6.4761046 4.9045612 8.6931907 7.4591521 4.0565662 7.3566896 8.4211387 4.2582023 10.0916402 5.0200399 10.3210088 9.4642588 13.4121376 2.0565835 3.6415345 10.8923009 9.6362594 9.5871677 10.8447951 9.9151689 9.4316056 3.5926245 10.8600516 9.3621172 14.7609670 6.9695039 10.3870349 NA 8.0072914 5.7790312 -0.2653446 8.9538065 9.7535337 9.2324900 3.9045612 4.4625563 -1.2653446 12.0756009 3.1269563 9.9772168 10.3649053 9.7040247 -1.2653446 11.2171940 8.8141229 8.8392369 2.9045612 10.1123909 12.5621793 11.2916231 10.2824967 11.9154797 10.6975342 10.1472080 9.0689115 7.8457735 9.3952580 6.9682578 10.2911442 1.0565835 12.9551676 -0.2653446 3.3784978 4.0565662 5.3044928 11.7673727 10.7628895 11.2362266 9.5785591 10.5110712 9.9495643 -1.2653446 1.5420104 NA 7.5243999 11.0051291 9.6482756 -1.2653446 8.1118488 11.4672295 7.0475209 8.5691090 TCGA-A4-A48D 84 0 NA 379 kidney stage i t1b nx mx male 2012 NA no 80 kidney papillary renal cell carcinoma 20 1975 black or african american not hispanic or latino 1 1 NA NA 3 1 1 1 NA NA 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.838026e-06 7.629541e-07 3.94736842105263 25 22.3684210526316 27.6315789473684 21.0526315789474 8.1032878 6.9958418 14.0817325 11.6304467 10.3103138 6.8797450 9.2867250 NA 9.8584310 11.8365383 11.6833525 8.8877817 7.7839457 11.6697243 6.2032834 7.3846137 9.4416883 -0.6040598 12.1363419 0.3959402 4.0963715 11.2303997 11.1987439 10.9553058 12.5464693 9.8116704 8.8676040 8.2288187 7.8716619 10.0612647 8.6509573 9.7753071 11.3742817 10.7368914 10.2359198 13.9032278 7.3086985 7.8805e-03 7.4630e-03 4.8264e-01 4.9939e-01 -3.6379e-03 -3.6379e-03 8.9942e-03 9.1335e-03 7.4630e-03 7.4630e-03 7.4630e-03 4.7801e-01 -1.2844e-02 4.9939e-01 4.9939e-01 -7.0944e-03 -7.0944e-03 -3.1410e-04 -5.5743e-03 -3.1410e-04 -3.1410e-04 -3.6865e-05 5.9330e-03 2.1824e-03 9.3625e-01 1.1223e-02 1.3176e-02 -8.7513e-03 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 6.6150970 12.8577918 12.2915040 5.8877811 3.0963631 9.7653952 11.6647630 -0.6040598 7.7223581 3.3028162 6.1641125 2.3959402 9.9921185 2.5658652 9.7989407 6.2516699 0.3959402 6.2414188 10.1424431 15.6355110 7.8221935 12.2570156 5.9350872 8.7622508 5.5252107 8.3987437 NA 9.8604745 9.1541518 10.3987437 11.5510631 1.3959402 7.7796327 7.5558001 11.3483059 5.2032834 NA 8.7156007 8.9714680 2.7178464 8.0683543 8.6171049 10.5652274 1.9468431 12.0059061 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 9.2303997 12.5177859 9.2382791 5.8716613 7.4939611 12.1363419 8.3817705 7.8471401 12.6997094 10.2192960 8.2000595 7.8716619 12.5507468 1.7178683 6.8877823 0.9809027 NA 6.5456765 5.5857528 9.0639804 9.9995550 11.8282096 11.8047891 4.7534815 8.8388721 12.2202908 10.0505647 11.1187362 9.3945191 3.5658530 5.2785721 9.1390801 8.6150973 3.7178573 6.5354807 9.1789270 5.2785721 9.3340379 7.7578727 10.7490755 9.1887189 16.5857146 4.2539061 5.9958418 11.0915919 9.2816250 8.0718855 10.4814012 8.9389606 7.2351325 4.0397876 9.6962813 9.4015532 14.7010285 6.1388779 9.6223409 NA 7.9006284 8.4182966 -0.6040598 9.1524849 9.6662240 9.0581341 5.8716613 9.3472134 NA 9.7122102 4.6813312 11.9679183 11.3544814 10.7595159 NA 10.7178567 7.9808913 8.1968288 1.9809027 9.7860976 13.2018740 11.2303997 8.7666160 12.6997094 10.2192960 10.2296094 8.5658538 6.7709678 10.2635318 8.2000595 8.8716623 3.3028162 13.4960982 1.7178683 -0.6040598 1.7178683 3.0963631 12.1466357 11.3803471 11.4447561 10.1110327 9.3310936 9.2351325 0.9809027 5.0106366 NA 7.7833001 11.2288147 6.3384440 -0.6040598 9.9253592 10.4071559 5.9958418 7.3902825 TCGA-A4-A4ZT 71 0 NA 516 kidney stage i t1b nx mx female 2012 NA no 80 kidney papillary renal cell carcinoma NA NA white not hispanic or latino 3 4 NA NA 2 2 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.387189e-06 2.774378e-07 14.5833333333333 14.5833333333333 18.75 31.25 20.8333333333333 9.4418461 8.4231823 14.3379785 11.4288068 11.1038348 7.2588816 8.7453910 3.4231882 10.9436919 12.8128734 10.9007157 9.9078934 9.1721204 10.4473985 9.3354064 7.4772588 10.6304678 -0.7468578 14.4956871 0.8381854 2.7126838 11.0557737 11.9006123 11.8907878 12.3093869 9.7228990 9.7350567 9.7390866 8.5774379 10.4030044 9.2305371 11.2208438 11.5162330 10.7436068 9.9185932 14.4119064 6.4030052 0.71095000 0.71095000 0.75223000 -0.01993400 1.54260000 1.41410000 0.76830000 -0.00443120 0.71095000 0.71095000 0.71095000 0.75223000 -0.01601700 -0.01993400 -0.01993400 -0.02342900 -0.02342900 0.00124810 -0.00691950 -0.01298900 -0.01298900 -0.01589100 0.00082006 -0.00087957 0.78913000 -0.00069303 -0.00069303 0.00903120 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 -0.784 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 -0.784 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 6.9467437 10.2168759 11.9504421 5.5751852 5.0861468 9.6913005 11.4630153 3.5011843 8.0798058 3.5011843 5.9397579 2.8382257 10.0726380 3.2532632 9.2644846 6.9059586 0.8381854 6.1957708 8.3721982 14.3588835 8.7330377 11.5908792 7.2132588 8.2756250 6.8753095 9.4832777 3.4231882 7.5386592 8.3354064 9.2161534 10.7481128 0.2532632 6.8231124 7.4131286 10.5206292 4.3825428 NA 9.6195795 6.1480759 4.4627133 7.4529298 8.9818920 10.0468606 2.4642762 12.1360703 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 9.0686404 13.2102686 9.9052059 5.9397579 8.5501734 14.4956871 8.9964088 9.3915291 11.5777191 10.2832346 9.1313083 8.5774379 12.7982217 5.5931087 8.6647683 -0.7468578 NA 10.4820759 6.9327368 9.7249527 10.1987011 11.6415437 11.4387522 0.8381854 9.3915291 12.3793164 10.7669849 10.7008571 10.2721529 6.6195788 6.4030052 9.8020791 9.4055421 2.4231748 8.0798058 8.6086082 5.2305374 9.6930882 5.9397579 10.0255719 9.3734951 14.6531360 3.7768199 6.9327368 10.6837099 9.6391196 9.7380801 10.8661257 10.1104607 9.5931072 5.0081462 11.3578560 9.1267014 14.7968933 5.2178860 10.7421016 NA 7.8472459 7.3928085 0.2532632 8.9760649 9.4844785 9.3098949 5.9397579 7.1112379 2.4231748 12.0926579 6.8605879 9.7320270 10.6821408 10.0378921 NA 11.2966264 8.8587367 9.3656967 2.5751913 10.8628977 12.0499053 11.0557737 10.6353408 11.5777191 10.2832346 9.8494470 8.5684069 7.2419422 9.3306205 9.1313083 10.2319678 1.8382257 12.9740359 4.0081462 6.1839946 5.5931087 5.8826137 11.6886671 10.5212144 11.1987011 9.8457143 10.2476107 10.0750313 NA 0.2532632 NA 7.9801567 10.9275113 9.2175981 0.8381854 8.3617820 11.8159767 7.0987469 7.2756254 TCGA-A4-A57E 59 1 258 NA kidney stage iv t2a n0 m1 male 2011 NA no 90 kidney papillary renal cell carcinoma 50 1968 white not hispanic or latino 4 2 2 2 3 1 4 1 1 2 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 1.768666e-06 6.589149e-07 20 21.4285714285714 11.4285714285714 34.2857142857143 12.8571428571429 7.6457247 6.6780423 14.4249579 10.2893944 11.2380610 6.5739349 9.3432310 NA 9.4076850 12.3143920 11.8870024 9.9017390 9.2368994 9.7163366 7.9326825 7.4617250 9.6316498 0.3742883 12.7351090 4.6596620 4.5441886 10.8161686 11.1282349 11.1387189 13.0547314 10.2361242 8.5441871 10.2306875 7.4403509 10.0885075 9.1848334 9.4893055 11.3962829 10.8736096 10.1299841 12.1163608 7.2342934 -0.7667200 0.8683100 0.0852210 0.8237300 0.7983000 0.8046100 0.6993300 -0.0419740 -0.7667200 0.8683100 0.7451800 -0.7862300 -0.7789100 0.8105100 0.8237300 0.0356650 0.0356650 -1.2929000 0.0024969 0.8087000 0.7463200 -0.0065050 -0.0065050 -0.0160170 0.7324600 -0.0999990 -0.0999990 -0.0685290 0.000 0.000 0.746 0.746 0.000 0.000 0.000 0.000 0.000 0.732 0.732 -0.132 0.699 -0.777 -0.777 0.000 0.000 0.000 0.000 0.000 0.000 -0.795 0.000 0.033 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 0.746 0.746 0.000 0.000 0.000 0.000 0.000 0.732 0.732 -0.132 0.699 -0.777 -0.777 0.000 0.000 0.000 0.000 0.000 0.000 -0.795 0.000 0.033 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 4.5035459 11.4038943 11.2916340 4.3742605 1.9592137 10.3116799 11.0716639 7.3167766 8.5086881 3.6221924 5.2811530 5.9741736 10.0608763 3.8978213 9.6233755 5.7185589 -0.6257117 1.3742883 9.8919313 9.2421275 9.4484034 12.3583243 6.2197513 9.6527115 7.5788331 7.0253135 NA 8.4643742 8.6245604 8.5910076 11.7482146 3.0746938 8.1523391 8.4957955 10.7057387 6.3742623 0.3742883 8.8151312 8.4880040 4.5441886 8.1021825 9.8076595 10.8879895 3.5969113 9.0260312 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 8.3486764 12.7250630 9.1703017 2.6961942 7.2446264 12.7351090 8.0217201 7.8377862 14.3165932 10.3826906 9.5086883 7.4403509 12.6561920 5.2811530 5.3284595 NA 0.3742883 9.8790810 6.7051789 7.5788821 9.1424464 11.8393181 11.0284504 0.9592508 9.2961029 12.0092998 10.3987091 12.0893660 10.5297126 6.6503869 6.0607629 9.1751618 9.8530316 8.2166125 6.8254727 8.5910076 2.5441886 9.4932030 5.6221895 10.5189201 10.6602421 13.5281306 0.9592508 0.9592508 10.2983322 9.7525568 10.5812763 11.1739483 9.6090794 7.9999707 5.3966288 9.9056433 9.4603981 13.6600254 9.1496089 8.8005266 -0.6257117 8.5492625 7.2197523 -0.6257117 8.7318139 9.9393640 9.2871514 2.6961942 4.6221866 -0.6257117 11.9360272 5.4617250 12.2649062 11.7552640 10.6619743 -0.6257117 10.6786133 8.0816208 8.6054832 2.1816115 8.7362057 12.4366454 10.8161686 8.9981433 14.3165932 10.3826906 10.1283143 8.6316496 7.7449495 9.8013338 9.5086883 10.3586804 1.6961719 13.2387383 3.6221924 0.9592508 5.2811530 2.5441886 12.6838804 10.8656140 12.0223948 9.9278913 9.5112530 10.4590703 -0.6257117 3.7665846 4.2811493 8.8103904 11.9602948 9.1735435 0.3742883 9.4227487 11.1021824 7.3629467 7.2990743 TCGA-A4-A5DU 45 0 NA 496 kidney stage i t1a nx mx female 2012 NA no 90 kidney papillary renal cell carcinoma NA NA white not hispanic or latino 3 4 NA NA 2 2 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7.282743e-07 1.733986e-07 14.8148148148148 22.2222222222222 22.2222222222222 22.2222222222222 18.5185185185185 9.1281666 6.4569047 13.7558531 11.4731782 10.9037042 6.3331697 8.6373530 -0.7328837 10.4187304 12.9194765 11.7115769 11.0307070 8.7748743 10.3405518 8.2783068 7.1125698 9.9881788 NA 13.7927839 3.0744369 4.1739669 11.7213789 11.4999982 11.7224069 11.9765943 10.0800591 9.7162282 9.9027978 7.5708606 10.0311218 9.0904470 10.7001433 11.2183643 10.6185711 10.2663750 13.7829642 7.2949855 0.93549000 0.93305000 0.99571000 -0.02862800 2.06850000 2.04990000 0.99841000 -0.02233200 0.92736000 0.93305000 0.92027000 1.00220000 0.00610900 0.00166420 -0.02862800 -0.01752900 -0.01752900 0.00097064 -0.01574100 -0.01477800 -0.01477800 -0.02726100 -0.01001600 0.00277450 1.02160000 -0.04346600 -0.01517200 -0.01395300 0.000 0.000 0.000 0.000 0.985 0.985 0.000 0.000 0.000 0.995 0.995 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 0.995 0.995 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 5.354544 9.809144 11.932860 5.099968 3.659399 10.018515 12.229795 4.354544 7.981325 3.173975 4.437001 1.588996 10.096168 4.267079 9.375604 7.219530 NA 6.232864 9.435752 16.220193 9.117266 11.314885 6.579963 8.493492 7.855794 10.293603 6.615808 7.701708 7.935965 8.456904 11.170961 1.852039 6.185944 8.200770 11.037744 4.758932 4.173967 8.842619 5.289447 5.405608 7.533866 8.901727 9.401506 5.166740 11.666267 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 8.2154471 13.8846045 9.6593971 4.6593994 7.4618363 13.7927839 8.9518282 7.6158076 11.7159703 10.0360909 7.4319864 7.5708606 11.8042980 5.9535795 8.6849320 -0.7328837 0.2671163 10.2970569 7.2783073 8.9414837 9.7748742 11.5341589 11.4165092 NA 8.4934916 11.4282115 10.3250713 10.5332806 10.3135216 7.3808221 5.7265125 9.6807076 8.7100232 5.3331697 7.9430364 9.2557644 5.4569047 9.3250713 7.1250611 10.0102310 9.6933444 14.6797487 0.8520788 6.4066302 10.5923851 9.4704277 9.3703675 10.5935091 10.0582425 9.7285591 4.0744369 11.6631492 8.8293219 14.4165092 7.9054791 10.5472704 NA 7.8017717 6.8595373 NA 7.9430364 9.1512502 8.6002348 4.6593994 5.4569047 NA 11.5825123 NA 10.6152545 11.0586495 10.2328639 NA 11.7037912 8.1649250 8.9055155 4.6593994 10.0928335 11.5722864 11.7213789 10.3944291 11.7159703 10.0360909 9.6058160 7.2614330 6.8139735 9.2687411 7.4319864 9.4704277 0.8520788 12.6193990 -0.7328837 0.2671163 5.9535795 4.4765307 12.3075406 10.2088608 11.2092276 9.8937012 9.7377385 10.5274111 NA NA NA 8.1098698 11.9011465 8.5432039 -0.7328837 8.0517147 12.0924360 7.1497227 7.5979967 TCGA-A4-A5XZ 65 0 NA 479 kidney stage ii t2a nx mx female 2012 NA no 80 kidney papillary renal cell carcinoma NA NA white not hispanic or latino 3 4 NA NA 3 2 6 2 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7.976338e-07 3.121176e-07 6.06060606060606 24.2424242424242 18.1818181818182 30.3030303030303 21.2121212121212 9.3041968 8.5806841 14.0747896 10.7842884 10.9342270 7.3262623 8.4947672 5.6888322 10.8254252 12.4612756 11.8529575 9.6584591 9.2331532 10.0803867 8.2413740 7.6063704 10.3706568 -0.8031412 13.9333816 0.1969847 3.6564163 10.9668175 11.4855574 12.0665735 12.3712812 10.6569236 8.9026121 8.7819422 8.5523310 10.3384483 9.2737954 10.3984910 11.6546171 10.8909022 9.9077861 13.9674887 6.0562042 0.64702000 0.64702000 0.69927000 -0.00773590 1.36720000 1.36720000 0.69833000 -0.75903000 0.64702000 0.64702000 0.64702000 -0.00364730 -0.00046209 0.00342240 -0.00773590 -0.00807040 -0.00807040 0.00175670 0.01037800 -0.00309370 -0.00309370 -0.03835100 -0.05518200 -0.00420070 0.68025000 -0.02867400 -0.01156300 -0.01386100 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 0.242 0.242 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 0.242 0.242 5.9384458 11.5863421 12.4852690 5.2630682 2.8974147 10.1504850 12.4725222 2.3668957 8.1569815 2.5189128 3.2844401 -0.8031412 10.1076749 4.1038669 8.9060635 6.7289844 1.5188876 5.8263375 9.7515685 16.7159905 7.7477264 11.9547864 6.9180785 9.0123631 6.5007606 8.5434936 3.1038669 11.1778333 8.4449072 9.5446011 10.7905949 1.1969847 7.2413740 7.9249004 10.7351686 2.0043216 0.1969847 9.1642060 8.3159208 4.1969768 7.7047745 9.9646344 9.9103662 3.2996403 12.2442417 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 9.184244 13.486566 10.630043 4.951868 8.359371 13.933382 9.034608 9.111365 12.027891 9.956036 7.900883 8.552331 12.916475 3.897415 8.904339 NA NA 9.982432 5.751568 10.106138 10.2427393 11.6095495 11.0572907 5.5545305 8.9766990 12.3931207 10.1336176 11.0187536 10.0902812 5.6888322 4.7515708 8.2276467 7.3618868 4.2413750 7.7361387 8.5978593 3.7819472 9.1598756 6.9043384 10.3346113 9.2372695 15.3729775 3.2844401 6.4257983 10.3719053 9.0377575 9.8939472 10.8480313 9.4684426 9.2026043 4.1511769 11.6242925 9.3055041 14.6487059 7.3048770 10.5561801 NA 7.9317906 7.7322550 2.3668957 8.6543607 9.6148322 9.0011106 4.9518675 8.3517979 NA 12.1849542 0.7819052 11.2654221 10.5817634 9.8922079 -0.8031412 10.7894367 8.9129417 9.4064331 2.5189128 10.4341896 12.3994096 10.9668175 10.1721112 12.0278909 9.9560356 9.8913376 8.7225005 7.2137876 9.2767977 7.9008831 10.2004976 1.1969847 12.8011854 1.1969847 3.2844401 3.8974147 5.7047752 11.3390867 10.2943534 11.5539818 9.3146227 10.2214268 9.7563568 -0.8031412 2.5189128 NA 7.4067739 10.4586985 9.0267024 0.7819052 8.3390866 11.2900671 6.5278961 8.2026043 TCGA-A4-A5Y0 61 0 NA 252 kidney stage i t1b nx mx female 2012 NA no NA kidney papillary renal cell carcinoma 120 1966 white not hispanic or latino 1 5 NA NA 5 1 4 1 1 1 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.31783e-06 1.733986e-07 11.3636363636364 18.1818181818182 11.3636363636364 40.9090909090909 18.1818181818182 8.478492 7.188985 13.963098 11.237018 11.218733 6.979063 10.108968 NA 10.006325 12.710913 10.195234 8.575567 9.515914 8.488703 8.848783 7.173879 9.052484 NA 13.696450 4.633768 NA 10.054547 12.743195 10.838442 12.091193 9.680839 9.014828 9.252680 8.516913 10.211354 9.110496 10.232165 11.783518 10.352216 10.863767 12.014475 5.549349 3.65690000 3.65690000 -0.00834880 -0.00387790 -0.00691950 -0.00691950 0.81201000 0.00023808 0.00722170 0.00722170 -0.97560000 -0.00834880 -0.02041200 -0.01064600 -0.00387790 -0.01243800 -0.01243800 0.00722170 0.00694350 0.00569190 0.00569190 -0.00124730 -0.00124730 0.01251600 0.02918400 0.02286500 0.02482900 -0.98118000 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 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13.659044 13.495252 13.742241 5.408015 12.183363 9.100167 10.554949 9.522754 13.854592 10.192163 5.312858 9.103725 13.424527 9.330172 8.471812 12.266591 11.180698 9.515204 8.873712 12.747723 7.186582 6.911418 -2.146883 -2.146883 9.424705 7.283879 9.654217 10.2551058 11.4811881 11.0429420 1.4383993 9.9144599 11.1020951 10.9900970 11.4567048 9.8050752 7.8534262 5.8590502 8.3502802 9.8453023 7.6079627 7.9488233 9.0107731 4.7959383 8.8882251 6.0132970 10.2880544 9.1119922 15.0487984 7.3828566 6.5116372 11.0015850 9.3251015 8.6074786 10.6172610 9.7726620 9.4886909 5.4080155 11.6132104 8.8421108 14.0550142 6.8903141 10.4623741 -1.1465632 8.3802286 7.5381750 2.3128684 8.4616812 10.4149528 8.1955007 5.3128575 5.7782375 -1.1465632 12.0999442 5.3210333 9.7379784 10.2074001 10.0386114 -1.1465632 11.6505811 8.6364245 9.3261171 0.1753010 10.1854628 12.2500979 10.9400601 10.2537720 12.2665913 11.1806982 9.8653524 7.9645621 7.5258512 8.3959938 9.5152043 11.1656001 6.6347864 12.2628835 3.5258559 2.8978213 7.1865818 6.0233507 11.7453049 10.3659198 10.3718335 9.6429598 10.1787317 9.1832225 NA -0.5617071 1.1753649 7.8106153 10.3381937 9.6429598 1.3128394 7.9208608 11.6340685 5.6282137 8.5329064 TCGA-A4-A6HP 66 0 NA 379 kidney stage i t1a nx mx male 2013 NA no 70 kidney papillary renal cell carcinoma NA NA white not hispanic or latino 2 3 NA NA 2 2 1 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.976745e-06 7.282743e-07 8.97435897435897 17.9487179487179 35.8974358974359 23.0769230769231 14.1025641025641 8.24098924 3.66763103 13.54941701 11.41350179 10.29811069 5.70866180 8.37507767 -0.03283139 9.92139021 13.39745038 12.50962120 9.62003888 8.86352625 11.74978263 6.77454857 6.98956140 9.24098948 0.55218030 14.37810889 1.77454461 5.62540493 11.06456764 10.48513878 10.86201164 11.32639432 8.93586074 8.51215813 9.49954975 6.41840418 10.17786523 8.63252961 9.62629785 11.95871572 10.87746183 9.39450664 14.38141662 8.23970688 0.00694350 0.00694350 0.05323700 -0.00498440 1.57490000 1.57490000 0.74176000 0.00097064 0.00694350 0.00694350 0.00694350 0.05323700 -0.00041585 -0.00498440 -0.00498440 -0.01174900 -0.01431900 0.00000000 -0.00981850 -0.02082400 -0.02082400 -0.00401620 -0.00401620 0.00388540 -0.00332430 -0.08585500 -0.04357400 -0.01477800 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 6.62540493 12.96004370 11.32254494 7.79691632 5.96719397 9.68101856 11.55473700 4.28911884 7.52561477 4.52178572 6.33351676 5.35951063 9.44991107 4.58190556 9.21630741 7.19980679 -0.03283139 7.94733361 9.84983683 16.55988447 10.38978426 11.81307590 6.56710732 9.33351609 7.96154751 9.15825295 1.96720550 5.88605746 8.78737271 10.67368989 12.42444645 NA 8.87708685 8.77937103 10.78936630 4.72208344 NA 8.24098924 7.20559876 5.98956140 8.45503372 9.85477241 10.19601251 5.46177082 12.48577324 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 7.8589775 13.4897141 9.3680734 5.8375598 6.3934591 14.3781089 8.1118519 7.0006164 12.0835378 9.6378500 7.6745532 6.4184042 12.3261197 6.6745525 8.0546570 0.5521803 NA 7.5179410 7.1619512 7.4094741 9.27097458 11.58557937 12.07293869 1.55218030 7.63961927 11.22899499 9.83292719 10.58052286 9.06522601 7.09131478 5.98956140 9.29474640 9.03865621 4.23809897 7.28460667 9.64050290 4.82517505 8.40598555 8.37870495 10.64667400 9.58006236 16.29255202 3.96719628 6.76160974 10.70105655 9.70359580 9.01568071 10.68272691 9.23280895 7.80008387 3.82517505 10.23865683 9.54224141 14.93691763 6.88724865 9.58374264 NA 6.85709272 8.47696892 2.55215571 6.03328203 8.95303587 8.43071807 5.83755982 5.83755982 6.87408503 11.22928869 -1.03268381 10.05266626 12.25793273 10.71412795 0.55218030 10.90567078 7.56338392 8.92719573 -0.03283139 9.10930100 11.15732716 11.06456764 9.58649680 12.08353783 9.63785003 10.84524477 5.88605746 6.88605746 9.99431199 7.67455316 8.58557927 2.87408872 13.20141253 0.55218030 0.96716861 6.67455246 3.42662706 12.60268525 10.61014812 9.92429589 11.06621286 8.70020908 10.66589849 NA -1.03268381 NA 9.57136718 12.60444929 7.28007663 -0.03283139 8.01976195 11.19300381 6.41840418 7.81894321 TCGA-A4-A772 39 0 NA 0 kidney stage i t1b nx mx male 2013 NA NA NA kidney papillary renal cell carcinoma NA NA white hispanic or latino 2 4 NA NA 1 2 6 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9.363527e-07 4.161568e-07 7.5 25 17.5 30 20 8.314709 7.356574 14.161022 11.327046 10.771134 6.020827 7.383374 3.174374 10.184738 13.257953 12.161416 9.331135 8.660045 11.405592 7.931312 7.268347 10.011150 NA 13.644052 3.759337 4.702752 11.736760 10.979728 11.921273 12.473227 9.944082 9.336569 9.565367 7.929258 10.201426 8.968787 10.781701 11.716808 11.495779 10.456212 14.613343 6.867966 0.0126550 0.0222060 0.7103900 -0.0018014 0.7123700 0.7123700 0.6415800 -0.0101450 0.0126550 0.0222060 0.0104240 0.7083200 0.0047190 0.0019418 -0.0018014 -0.0101660 -0.0081624 -0.0063337 -0.0145030 -0.0019399 -0.0019399 -0.0076101 -0.0076101 -0.0111980 0.6814300 -0.0607480 -0.0607480 0.6406600 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 6.941537 11.398373 12.348528 6.398744 4.356573 9.372276 10.537663 2.174374 7.740718 3.058888 6.786815 3.643856 9.941725 3.900200 9.460484 7.150946 0.795850 6.683385 9.519008 14.069681 8.452642 11.699741 6.058894 8.594169 6.989631 11.217293 3.228819 8.473931 8.775427 9.582456 11.358293 -1.526161 7.124983 8.719484 10.769700 5.073846 1.058871 8.594169 4.883323 5.341456 8.013090 9.197268 10.351599 4.328427 12.561890 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 8.73954638 13.53327565 9.55608027 5.43971621 6.51832583 13.64405185 8.20355210 8.06077104 12.06510285 10.25570065 8.12318714 7.92925841 12.24221892 5.61348156 8.84461853 0.05893985 NA 9.03330819 7.12856768 9.52609171 9.5719633 11.5584074 11.5612283 3.9333649 8.5440522 11.6144415 10.2536505 10.2642797 9.6382096 6.9496645 5.5824566 9.8048480 9.5264992 5.0870215 7.4823595 9.1898932 6.3868213 9.0208255 7.3868204 10.2602008 8.9364336 15.5253526 2.7958500 7.0053124 10.7581769 9.7182950 9.4547848 11.0703539 9.2321544 8.9445900 3.6438562 10.2622417 9.2634648 15.2279966 8.6229289 9.8543922 -1.5261611 7.7700216 7.8182268 -1.5261611 8.5251402 9.5514145 8.9587540 5.4397162 7.6463585 -0.5261611 11.3481441 3.7958604 11.1689420 10.8862364 10.4917836 -1.5261611 10.8028865 8.2120236 9.1195896 1.7958500 9.4157124 11.8882200 11.7367601 9.8700008 12.0651029 10.2557006 10.3939118 8.0188956 6.8270784 9.7716900 8.1231871 9.7587552 1.6438562 12.8601979 1.4739427 3.6438562 5.6134816 3.6833821 12.3385043 10.7868142 11.0877207 10.1379339 9.6797245 10.1639291 -0.5261611 7.0849561 NA 8.2992717 10.9600648 8.6274832 -1.5261611 8.0849561 11.2275658 7.1428157 7.7027496 TCGA-A4-A7UZ 71 0 NA 0 kidney stage iii t3a n1 mx male 2013 NA NA NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 2 6 NA NA 1 3 5 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.24847e-06 3.467973e-07 10.8695652173913 23.9130434782609 23.9130434782609 23.9130434782609 17.3913043478261 8.5638243 4.8613301 13.1019290 10.8495950 11.1539084 6.6142387 9.2061333 -0.8935177 10.1725328 12.6818647 11.4280899 9.2485507 8.8241199 10.0386584 8.3755703 7.5410718 9.6142383 NA 14.3035451 3.8068808 3.4987615 10.6533381 11.2659334 12.1424455 11.8360644 10.2675755 9.2071059 9.9480080 7.8411529 10.3837311 9.1765646 10.5211289 11.7202331 10.5750677 10.5917698 14.0296783 7.4488737 0.0148880 0.0203430 0.3592000 -0.0070576 1.0641000 1.0641000 0.4356400 -0.0077150 0.0203430 0.0203430 0.0203430 0.0000000 0.0043021 -0.0036011 -0.0070576 -0.0054557 -0.0053571 -0.3482400 -0.0473950 -0.3487000 -0.3487000 -0.0034627 -0.0066432 -0.0158790 0.4804500 -0.0510460 -0.0373190 -0.0358570 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 10.2370142 10.3567420 11.8476999 6.8206896 4.8878031 9.2298796 10.8713153 5.2962665 8.2279774 4.3918433 5.8746273 4.9393347 9.8442234 5.5327097 9.4944610 7.5134986 0.6914448 6.4551710 9.7664395 12.5000754 10.0230696 11.7635387 6.2253848 8.9581928 7.7321525 10.6734490 3.0133372 -0.8935177 8.3755703 9.7691120 10.8491741 1.4283568 8.1508379 8.1644353 10.8766946 9.2763687 NA 9.3673632 3.8068808 6.5186327 8.3661867 9.9114700 10.4125053 3.6968062 11.6355593 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 9.2813693 14.0444151 9.5882432 6.8679953 6.7357997 14.3035451 8.2305647 7.7894384 12.5548181 10.0635457 9.6705931 7.8411529 12.4201770 6.3918450 8.0951285 1.6914002 -0.8935177 9.9464347 7.5740493 9.7760462 9.9065347 11.5460148 11.1945693 NA 8.4814830 11.6142383 10.7770999 10.3073422 9.7430682 6.4462943 7.3685388 9.9057253 11.3421587 7.5409053 7.7466883 8.7229926 5.5327097 8.8086164 6.9008596 10.3935788 9.2370142 15.3096578 8.8943461 8.1805850 10.7439742 10.0193330 8.5327085 11.0122067 10.0693397 9.3412611 4.2357271 10.8163890 9.1590118 13.9970879 9.0931532 10.0715063 NA 7.9027103 8.0837234 5.4102258 8.2913190 9.9049155 8.7824007 6.8679953 4.5327097 -0.8935177 11.9284169 2.1064488 8.5658751 11.0876541 10.3958863 -0.8935177 11.5977957 8.6951583 9.7421617 2.4283836 9.6052928 10.8688256 10.6533381 9.8779332 12.5548181 10.0635457 10.4841964 7.7717793 6.7859232 9.4286422 9.6705931 10.2675755 8.9282175 12.5663875 2.9137990 2.2763776 6.3918450 4.5658774 12.8296779 10.0671696 10.2713505 10.1865949 9.9959476 10.6533381 2.1064488 NA 3.3543675 8.1213848 11.8280000 8.9798879 4.9890845 8.3848929 11.8458024 6.6610327 6.6533381 TCGA-AL-3466 41 1 293 NA kidney stage iv t3b n1 m1 male 2004 NA NA 0 kidney papillary renal cell carcinoma 10 NA white not hispanic or latino 4 NA NA NA 5 1 6 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7.282743e-07 2.427581e-07 14.2857142857143 28.5714285714286 17.8571428571429 28.5714285714286 10.7142857142857 9.773861 4.873257 14.882142 10.325543 12.105417 5.809126 9.583315 1.934667 11.548140 12.563407 9.216974 9.514602 9.957025 8.220060 8.639714 7.841548 10.181002 1.349705 13.002540 4.671622 5.809126 9.306797 12.792120 12.332332 12.032690 11.199100 9.315479 10.636253 8.653476 10.011473 9.431844 10.062222 10.799875 10.142485 10.025652 14.259776 10.001303 1.8968000 0.8327300 -0.0080338 3.1014000 0.6818400 -0.0067324 3.6569000 -0.4947600 0.8776500 -1.0265000 0.8311600 -0.0727100 -0.0874560 0.4670600 3.1014000 -0.0393040 0.4035900 -1.2929000 -0.0215190 -0.0433400 -0.0433400 -0.5209300 -0.5167600 -0.4653700 0.0130640 -0.4712100 0.0461580 -0.4764000 -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 1.390 0.438 0.438 0.000 -0.476 0.831 0.831 0.000 0.000 0.408 0.000 1.383 1.383 0.448 0.448 0.000 0.000 -0.063 0.456 -0.497 -0.497 -0.243 -0.243 -0.489 -0.489 0.000 0.000 0.000 0.000 0.000 -0.515 0.000 1.344 0.000 -0.503 3.657 0.818 0.000 0.000 0.000 0.000 1.390 0.438 0.438 0.000 -0.476 0.831 0.831 0.000 0.000 0.408 0.000 1.383 1.383 0.448 0.448 0.000 0.000 -0.063 0.456 -0.497 -0.497 -0.243 -0.243 7.529604 10.959797 11.886428 5.775959 3.349691 8.732319 10.731238 1.934667 8.519620 5.873257 2.349705 2.349705 9.932684 6.578513 8.144111 6.168086 3.809126 5.256584 9.541988 13.547987 8.489246 12.039693 7.447727 10.097888 7.458220 8.611790 5.050136 5.303890 7.182585 8.442452 10.524621 2.934649 6.415784 7.733399 9.853521 5.104584 7.800906 10.236916 3.157044 8.906814 7.458220 10.708126 9.032690 5.718814 8.348286 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 9.853521 14.361970 8.676125 5.809126 9.481552 13.002540 9.447727 9.602360 15.325812 11.942619 9.486686 8.653476 13.391867 8.410391 7.733399 2.934649 NA 12.034005 8.195185 9.207863 10.920499 9.989940 10.775960 1.349705 10.445092 11.821878 9.971747 11.735557 11.160267 4.157052 5.964406 8.720382 11.826441 7.338380 8.468636 8.689545 5.303890 9.958874 NA 10.391354 8.993551 15.330816 5.050136 0.349705 9.811174 9.580916 9.773861 11.334825 9.853521 9.742012 8.188899 12.196361 8.592869 12.807076 7.687495 11.046663 NA 8.978432 6.157050 4.742012 6.689545 9.900442 7.207676 5.809126 4.256588 NA 11.917176 6.104582 10.206120 9.673875 9.338380 NA 11.228512 9.841548 10.084405 2.349705 9.969915 11.351103 9.306797 9.481552 15.325812 11.942619 8.960720 8.063940 4.597621 7.844511 9.486686 11.068228 6.326974 11.885942 4.256588 5.519621 8.410391 6.415784 12.416121 9.501980 10.732319 9.000747 10.884601 9.383118 NA 3.914077 4.597621 6.857332 8.835202 8.104583 3.157044 6.519621 12.302436 5.394089 9.527115 TCGA-AL-3467 54 0 NA 2135 kidney NA t1b nx m0 female 2005 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 1 NA NA NA 5 2 4 1 NA NA 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4.161568e-07 0 8.33333333333333 0 41.6666666666667 25 25 10.6278373 5.7896588 13.0308663 11.0099534 12.4130164 8.1599752 8.5011031 -1.2216232 10.9960870 12.8922557 8.7812472 7.3330211 9.9909286 7.4437682 10.3615150 8.1941737 9.4168680 NA 13.8409844 3.5333142 0.7784609 10.1968120 12.1374583 12.9296866 11.6856985 10.1637553 10.3945215 10.5837730 8.4258906 10.6395192 9.1093491 11.3601035 11.5276732 10.6132983 10.3454376 14.3575419 9.0269173 0.00000000 0.00000000 -0.00027724 -0.00207840 -0.00138580 -0.00138580 0.00791750 -0.00304750 0.00000000 0.00000000 0.00000000 -0.00027724 -0.00069303 -0.00207840 -0.00207840 0.00305220 0.00305220 0.00374650 -0.00284970 0.00152550 0.00152550 0.00416320 0.00416320 -0.00648840 0.00360760 0.00235810 0.00235810 -0.00069303 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.5857798 8.6144827 9.9533579 3.0263574 -1.2216232 9.6906329 11.7975016 4.1707503 10.4308291 4.7557101 -0.2216232 6.8552472 10.2311265 4.0263574 8.8445216 8.2006019 -1.2216232 -0.2216232 8.5515714 8.1163440 8.0144462 11.8411530 6.6671754 7.2004965 5.7091693 3.0263574 2.5857798 2.2378696 7.0498954 4.2702822 10.0862022 -0.2216232 11.1163328 4.5597916 9.6534135 7.0913148 NA 9.4195808 NA 5.3696933 8.0638346 10.0625392 9.7135972 2.5009040 10.6514918 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 9.364334 12.882540 6.553219 1.100372 9.272288 13.840984 11.097822 10.811167 13.068739 11.585787 9.931984 8.425891 13.784977 6.325327 7.415057 3.170742 NA 11.584982 8.031097 9.433471 10.6823141 11.2104521 13.7135052 2.3633954 10.4357507 13.6100858 11.7549963 10.7749057 11.1474842 7.9878853 5.4222868 6.5466167 4.4788748 4.3957894 7.8817203 9.1994451 1.7784189 9.9915364 NA 10.2015481 9.6136932 9.8758060 NA 5.5333204 10.5752830 10.2792741 8.9420819 12.0309498 10.9205392 9.2541655 3.5857918 10.5593820 8.9294487 14.3635708 6.3433439 10.9307171 NA 8.0144942 3.6853235 -0.2216232 9.3243619 9.9539818 10.1104688 1.1003722 3.0263574 -0.2216232 12.2045659 2.9483579 11.1054234 10.3000326 10.2255155 NA 12.3870336 9.5946159 10.1712863 4.6853235 10.8235093 12.0484355 10.1968120 10.5756884 13.0687391 11.5857871 10.5845790 9.1502088 7.1048618 9.4093090 9.9319842 11.2569491 6.4508582 12.5794332 2.2378696 2.9483579 6.3253270 4.5857858 13.2830650 9.7084302 10.5161020 9.8001062 11.4564513 9.8200913 NA 5.5466167 NA 7.5897747 9.7880369 10.2445087 1.9483392 8.7470990 11.7812472 8.7062100 9.0958448 TCGA-AL-3468 74 1 2331 NA kidney stage ii t2 nx m0 male 2005 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 2 NA NA NA 2 2 3 2 NA NA 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 1.768666e-06 5.895554e-07 12.8571428571429 18.5714285714286 27.1428571428571 30 11.4285714285714 8.9433608 7.9251675 14.5330065 11.1907173 11.0361312 8.0975318 7.6828408 NA 10.0844756 12.3810999 11.0246424 10.2257003 9.0310365 10.7267571 7.9648942 8.6250440 10.5295281 -0.6968914 13.6350125 0.3031086 2.3031086 11.5599143 11.5644410 12.0729538 11.8180765 9.8672655 9.9187455 9.8852579 8.6429658 10.6103167 8.9666742 11.3174851 11.6686182 10.5510435 9.8852579 13.2110393 6.8109109 0.0128680 0.0128680 0.8126900 -0.0051885 1.5812000 1.5989000 0.7548100 -0.0082281 0.0128680 0.0128680 0.0056793 0.7915200 0.0159980 -0.0051885 -0.0051885 -0.0191050 -0.0191050 -0.0076758 0.7818700 -0.0082281 -0.0082281 -0.0094703 -0.0094703 -0.0145690 0.7814800 -0.0480010 -0.0480010 -0.0383710 0.782 0.782 0.000 0.000 0.783 0.783 0.000 0.000 0.000 0.747 0.747 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 0.792 0.792 0.000 0.000 0.000 0.000 0.000 0.000 1.599 1.599 0.000 0.000 0.000 0.000 0.202 0.202 0.782 0.782 0.000 0.000 0.783 0.783 0.000 0.000 0.000 0.747 0.747 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 0.792 0.792 0.000 0.000 0.000 0.000 0.000 0.000 1.599 1.599 0.000 0.000 0.000 0.000 0.202 0.202 4.3475098 8.8538628 11.8550644 4.6606663 2.4730336 10.0618554 12.0354954 5.4730400 7.8955729 3.3905851 3.2099991 NA 10.2689002 4.5510422 9.0087482 6.3717871 2.1104635 4.6250425 9.8758161 17.2702436 8.8227521 12.2502049 7.4220572 8.6518442 6.0035550 5.7949694 3.9469741 9.3059309 8.3745783 7.6340327 10.7615226 1.6250366 5.5125682 8.2100065 10.4585667 0.8880711 NA 9.6068967 8.2514834 2.8880711 7.1918587 8.7245074 9.7061280 3.7111535 12.0117256 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 9.4991032 12.7330456 10.4792891 4.8266756 8.7251808 13.6350125 8.9030286 8.7460594 12.1562305 9.9532702 8.8974404 8.6429658 12.2654697 2.7625402 7.4477742 0.3031086 NA 10.0999667 7.1857585 9.8587404 9.7828962 11.3464850 11.6854697 -0.6968914 9.1407439 12.1680758 10.9274544 10.4836467 10.1971758 5.8266781 4.3905783 10.0926496 10.4445845 4.8225925 7.0910185 9.0563326 3.3031232 10.0310363 7.5885183 10.7109147 10.3324032 13.7453467 1.6250366 6.1979342 10.2760957 9.4680228 10.0276297 10.8729715 10.1438939 9.4817807 4.8266756 11.2371753 8.6068967 14.7785327 6.7940064 9.9613274 NA 8.1755136 6.4323983 NA 8.3143431 10.0318867 8.8861986 4.8266756 3.9469741 NA 12.2478280 2.1104635 10.1964175 10.5325356 9.8796002 NA 11.6006054 7.9577521 8.5295282 4.5125682 10.2419604 12.5922703 11.5599143 10.2925104 12.1562305 9.9532702 10.3275631 8.9324726 6.2100069 8.8728765 8.8974404 10.4298203 NA 12.1826992 1.3031086 6.5510438 2.7625402 5.6429672 12.1495857 10.9081324 11.1427134 9.2264435 9.9324726 10.4805355 NA -0.6968914 1.6250366 7.1713830 11.5937540 9.0646671 1.3031086 7.7949688 11.2554932 7.3420347 7.9178256 TCGA-AL-3471 74 1 1500 NA kidney stage i t1b nx m0 male 2006 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 3 NA NA NA 2 2 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.5957787 6.7694967 13.8821317 11.2707491 11.1285270 6.6295665 7.6948586 NA 10.2766257 12.1929399 10.5212382 10.6253865 9.7725249 10.2022322 7.5400156 6.5040356 10.8091076 NA 13.4209711 3.8746789 0.8746789 11.3253753 12.4253902 12.1750321 11.0962667 10.7913054 9.4948994 10.5355668 7.2925324 10.9218035 8.8433464 11.0332892 11.0433516 10.5550390 9.5022134 13.8733581 9.2475445 0.86156000 0.86156000 0.90170000 -0.02064700 0.89527000 0.89527000 0.91620000 -0.00097017 0.86156000 0.86156000 0.86156000 0.90170000 -0.00456950 -0.01958400 -0.02064700 -0.01312700 -0.01728300 0.00053833 -0.02123500 -0.01684100 -0.01684100 0.00374650 -0.01187800 -0.00304750 0.92006000 0.00000000 0.00000000 -0.01519100 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 0.269 0.269 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 0.269 0.269 3.5751187 10.6102355 11.3269208 4.1226065 2.4596414 10.2518358 12.0638864 7.6948586 8.9805880 5.5185351 -0.1253211 1.4596414 9.3821173 5.8054163 9.1106937 6.3589782 2.1966070 5.7075690 9.1920921 14.5325562 9.1484751 10.6707192 7.8519595 7.7694974 7.4060613 5.9407681 4.7815695 9.0520990 7.7138834 6.1414655 10.9427860 NA 6.7201690 5.7075690 10.7935428 4.7326599 2.1966070 9.1010917 7.4820101 6.9407681 8.0841328 9.6117747 9.3155488 5.4569343 12.4875849 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 8.8462231 12.8197575 6.2145290 5.3982409 8.5435643 13.4209711 9.4764503 8.1554502 12.1525481 10.0974744 7.9674367 7.2925324 12.2935863 6.6025994 8.0545886 NA 1.4596414 8.9326713 7.3504133 8.9832040 9.2011089 11.2327813 11.6964535 NA 9.0645040 12.3775113 10.4483268 10.2861905 11.4958157 6.9081020 5.6295665 8.4708691 7.1034987 3.6820339 8.2626967 9.7740365 5.8519589 9.6788105 5.1600812 9.6755794 9.7950325 12.8578513 1.8746789 5.6025994 10.3504129 9.9163387 9.6980467 10.4577623 10.4985610 9.2300305 4.2669964 12.5466628 8.5293154 14.2485642 8.4985608 10.5768522 NA 7.8302135 6.3665320 NA 6.9621418 9.5346754 8.4177112 5.3982409 3.6820339 NA 11.5642408 -0.1253211 9.9621424 10.4118979 10.1830186 NA 11.6436909 8.6494667 9.1297080 4.8746789 10.0914253 11.8447854 11.3253753 9.5576741 12.1525481 10.0974744 9.7603758 7.6362309 6.7075690 9.5828668 7.9674367 9.5751192 NA 12.6366462 NA 1.8746789 6.6025994 5.5471043 11.7789378 9.9923226 10.2508049 9.3745255 9.8245063 10.1094969 NA 3.9005964 NA 6.9368876 12.0922071 7.8346815 4.1966070 7.2755593 12.1214201 7.8346815 8.7450443 TCGA-AL-3472 57 0 NA 2029 kidney NA t2 n0 m0 male 2008 NA no NA kidney papillary renal cell carcinoma 8 1965 black or african american not hispanic or latino 2 NA 2 2 2 2 5 3 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1.28315e-06 3.121176e-07 12.7659574468085 27.6595744680851 12.7659574468085 29.7872340425532 17.0212765957447 8.7826526 4.4222868 13.0115373 11.2247401 11.1243918 6.1878232 8.4109732 0.3633393 10.2551784 14.0499682 10.9988106 10.7784322 8.8282809 10.0222012 7.5029463 5.8228270 9.5540426 0.7784609 13.9360949 4.2702822 1.1003722 11.0048444 11.4034561 11.7117540 10.7110161 10.7088000 9.0661446 10.4710477 7.0216063 10.3029739 9.3662096 10.2249987 11.2650159 10.6049807 10.5354054 15.0291562 8.9938560 8.6338e-05 1.4836e-02 1.6119e-03 -8.2145e-03 8.2641e-01 8.5574e-01 8.1115e-01 -2.9176e-02 -5.2416e-03 4.9809e-03 -1.6317e-03 1.6119e-03 5.0229e-04 -5.7279e-03 -8.2145e-03 -2.1150e-02 -2.7014e-02 2.1270e-02 -1.2076e-02 -2.8229e-03 -2.8229e-03 -3.5149e-03 -1.2099e-02 4.9445e-03 -2.3069e-02 -5.9185e-02 -4.5415e-02 -3.9717e-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 5.254167 10.667556 11.063834 5.778432 3.732627 9.768763 12.485576 5.436645 8.767117 6.720947 4.585786 4.100364 9.587107 5.378345 9.981168 6.897269 1.585780 4.778435 9.979331 11.258036 9.498677 11.059783 7.282258 8.703245 7.436644 9.990321 6.579333 2.778440 7.633300 7.639519 11.170213 2.237870 9.708430 7.585787 10.862908 6.348287 NA 8.264261 4.907718 7.013441 7.930717 9.198466 9.740605 5.089138 12.660018 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 8.0381755 13.5738124 7.3746222 3.9483579 8.3482878 13.9360949 8.9458503 7.7326287 12.0491655 10.0696030 9.3378092 7.0216063 12.3846060 6.4150572 8.6176361 2.4788683 NA 8.7106470 8.4240907 7.6799930 8.9458503 11.3286980 13.0574624 1.3633954 8.4526247 12.0706100 10.0672983 10.0322797 10.8035717 6.4150572 5.4926768 10.0822129 8.1249458 2.2378696 7.6823141 9.7642742 4.7091693 9.3746220 7.1534720 9.5466165 9.9909286 14.0533563 4.7784346 6.8921748 10.8221431 10.3917613 7.8035719 10.7921038 10.4745303 8.7267995 5.3019936 11.1037377 8.6543965 14.6407548 5.7976901 10.3005232 -1.2216232 7.4904089 7.1793120 1.1003722 6.3406744 9.3473383 9.4710478 3.9483579 5.1707503 NA 11.3054204 4.3931416 10.2218939 11.0638344 10.1496643 -1.2216232 12.2138420 8.1534715 8.9583413 0.7784609 9.9445952 11.0753484 11.0048444 10.3044424 12.0491655 10.0696030 10.1920601 6.3558602 6.8711894 9.7040682 9.3378092 9.2275808 3.8658990 13.2434884 -1.2216232 1.5857798 6.4150572 3.2378696 12.3545622 9.5898069 10.7351714 9.8187220 9.6958042 10.6694564 0.7784609 2.1003722 NA 8.1260312 12.0058947 8.0310974 NA 8.3098137 12.1664495 7.7091693 9.1973388 TCGA-AL-3473 55 0 NA 1906 kidney stage ii t2 n0 m0 male 2008 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 1 NA 1 3 3 1 6 1 1 2 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.005712e-06 2.427581e-07 10.8108108108108 24.3243243243243 2.7027027027027 29.7297297297297 32.4324324324324 7.725130 3.954075 14.410923 9.078867 10.534780 6.037839 9.135191 -1.569608 10.580573 11.256461 11.083578 8.725130 8.443133 10.488839 8.566218 8.314679 9.552043 1.430499 13.369078 2.337397 3.678433 9.521283 11.212881 9.362724 13.689664 10.227360 8.599181 9.303184 7.697296 10.550098 8.465308 9.341901 9.623418 10.498951 10.159705 14.359767 7.868011 0.0045347 0.0045347 -0.0026774 0.3110800 -0.0083455 -0.0083401 0.0161000 0.0027293 0.0045347 0.0045347 0.0045347 -0.3321900 -0.0055291 0.1356000 0.3110800 -0.0101390 -0.0102460 0.0072757 -0.0034365 -0.0014310 0.0087074 -0.3299800 -0.3299800 0.0114940 0.0042230 0.0084289 0.0084289 -0.0116560 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.330 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.326 0.000 0.000 0.000 0.136 0.136 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.330 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.326 0.000 0.000 0.000 0.136 0.136 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 11.368986 11.903961 12.504567 6.668913 5.158430 9.201941 12.783518 2.517981 7.854675 5.668913 6.756938 4.600436 11.119144 4.639961 9.522605 8.016617 3.384699 7.835651 10.201586 15.259883 8.117009 12.923864 5.396293 9.223299 3.288491 9.612903 1.889941 7.774805 7.831388 10.598554 11.885194 2.517981 9.375953 9.280696 10.038764 6.957985 NA 8.933341 4.938305 5.911179 9.192891 9.629335 10.015471 2.742308 10.084312 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 9.02203124 12.74374626 9.64786078 9.18037839 6.82711401 13.36907774 8.99275144 7.21514370 13.92592677 9.94719391 9.00320924 7.69729566 12.17197591 7.43050859 3.82282191 1.01549757 0.01549757 10.64786078 8.03968786 9.41153387 9.6454351 10.8044616 10.9526000 3.3373971 8.6399622 11.6125928 9.5226053 10.7162001 10.2701064 2.5179811 7.9462086 8.6508873 13.5327307 4.9696663 7.7251297 10.0562177 5.4305094 8.7043045 6.8011962 10.5722967 9.3154426 18.0576259 4.1029352 6.3253270 9.6381334 9.0607759 10.5840609 11.0152366 9.2712868 8.1292135 6.4305094 10.4476653 8.2012555 13.9869252 8.1206117 10.0173486 NA 8.8566689 9.4680558 -0.5693936 7.8271134 9.5291990 6.9869001 9.1803784 7.6277257 NA 10.3219129 -1.5696077 11.6044983 10.7308615 10.6575231 1.6004125 10.7433919 8.7135972 9.1812159 2.1309638 9.6240343 13.2990904 9.5212830 9.1524626 13.9259268 9.9471939 9.7060515 8.6079284 6.6831743 9.6385543 9.0032092 9.8848082 4.1029352 12.6524736 2.6004363 2.2378696 7.4305086 4.2634025 12.3161100 11.2303976 11.5845358 9.1361414 11.8121871 9.0126508 1.0154976 NA NA 7.8530575 12.3264817 7.3991754 4.2378620 8.0154714 11.5533369 6.1309494 8.3656742 TCGA-AL-7173 72 0 NA 2060 kidney stage iv t3 n2 m0 female 2008 NA no NA kidney papillary renal cell carcinoma 50 1958 white not hispanic or latino 1 1 1 3 5 3 5 3 3 2 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 1.629947e-06 3.467973e-07 6.77966101694915 11.864406779661 22.0338983050847 37.2881355932203 22.0338983050847 8.8908695 3.9418575 13.1282740 11.2631134 10.7905922 5.7261255 8.9236213 NA 10.8943250 12.7645127 11.6805712 8.4861737 9.1058292 8.9683255 7.1813193 6.9418528 9.7202956 -0.8129924 13.9702711 1.9943263 2.7719278 11.3023347 11.8294689 10.9526663 12.1997650 9.5543807 8.7006936 8.6069259 6.7183479 10.8389145 8.5771350 10.1642457 12.0665491 11.1628138 10.4566770 13.9760919 7.9252607 -0.0189020 0.4513900 -0.0109220 -0.0109220 0.4716200 0.4716200 0.0141900 0.0176840 -0.0189020 0.4513900 0.4513900 -0.0048461 -0.0139530 -0.0109220 -0.0109220 -0.0172540 -0.0226060 0.0056148 0.0000000 -0.0019399 -0.0019399 -0.5158900 -0.5158900 0.0161460 0.0157270 0.0228650 0.0228650 0.0207630 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 6.6381767 12.2466483 10.9854377 5.7568205 2.7719278 9.5457819 10.1367926 1.9943263 8.6361145 5.0449449 5.3367118 6.5706709 9.5011411 3.2744257 9.7415548 6.8556384 2.5088850 8.2954902 9.8602749 14.8802838 8.5223563 11.7331369 5.7105282 9.0588711 6.6707823 9.8126747 -0.8129924 4.5088913 7.5356937 8.6111322 11.6257577 1.7719278 8.7794229 8.8217769 10.2490120 7.4537521 NA 8.9797561 5.1642473 4.0449449 8.2717744 10.3015020 10.6142787 2.0977119 11.9970735 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 9.1058292 13.3653973 9.6907916 5.1869640 7.4861737 13.9702711 8.9534949 6.6463974 13.7121808 9.9089195 9.9691450 6.7183479 12.1050837 5.5792827 7.8163226 -0.8129924 NA 7.4537521 6.4443540 7.6686843 9.6667461 11.1184421 12.3033098 2.7719278 8.3568908 12.0097358 10.2935288 11.6045547 9.5760593 7.0198553 6.2954898 10.9707826 11.9947233 6.0324557 7.3866385 9.5323711 4.7105254 9.1147439 7.7261248 10.4419944 9.1498619 15.0958744 8.8416018 7.3007076 11.7263671 9.9216755 9.5500054 11.0569452 8.3543838 8.0604101 6.7415546 10.2490120 8.8126747 13.5615299 6.9113428 9.9106268 NA 7.5949560 7.4396314 4.8016760 7.5268161 8.9114798 7.7338600 5.1869640 3.0938644 2.7719278 10.7525440 5.3964198 9.5598310 11.8936777 10.2724384 -0.8129924 10.2849979 8.1294803 9.4169862 2.1869759 9.6412651 11.1752955 11.3023347 8.7606132 13.7121808 9.9089195 10.6823213 6.5088945 7.1869660 9.9272442 9.9691450 9.9609292 7.8839336 13.8362782 3.7105254 1.9943263 5.5792827 3.7105254 13.1785763 10.3537566 10.3039596 10.2994054 9.8540775 10.7511154 3.2744257 NA 1.1869442 8.0185897 11.6958303 7.0449470 2.5088850 7.9485173 10.9359973 6.1642452 8.0071450 TCGA-AL-A5DJ 54 1 1498 NA kidney stage iii t3a nx mx female 2009 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 3 6 1 3 5 1 4 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 8.669932e-07 3.81477e-07 38.8888888888889 22.2222222222222 8.33333333333333 19.4444444444444 11.1111111111111 7.9455621 -0.7338431 12.5186318 12.1300743 10.8968039 5.3953645 8.0950752 NA 10.9790385 12.9008928 9.7728851 10.3022553 8.5744206 8.2433616 8.0604976 7.1487247 8.9717140 2.0734432 13.3109027 5.8206717 -0.7338431 10.9871809 11.2187938 11.5715735 9.5044865 10.2681935 9.0292941 8.6839343 6.5234694 9.8501046 8.1425988 9.7817815 11.3614787 10.9820437 11.9449019 13.3109027 7.5422062 0.0148330 0.0288470 0.0109260 -0.4921800 0.2180000 0.2121700 0.3154000 -0.6042300 0.0148330 0.0288470 0.0288470 0.0038302 -0.4989600 0.0472120 -0.4921800 -0.1441800 -0.1604400 -1.2929000 -1.2929000 0.1720500 -1.0529000 -0.4447400 -0.4447400 0.5623400 0.0183270 -0.0769980 -0.0769980 -0.4171500 -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 0.000 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 0.000 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 7.1364467 12.0754479 10.8264145 6.6497864 2.2660669 8.3927862 10.0838649 1.5879890 7.9242929 6.6583986 8.2688966 NA 8.3321709 3.9099363 10.1677029 6.7503010 0.2660369 8.9063266 5.8206717 7.6059321 10.3348600 10.3145686 6.3746066 8.7579346 5.8510444 11.4746209 1.5879890 1.5879890 8.8585387 8.8359373 12.7895212 -0.7338431 7.0276329 10.5555243 10.6070444 9.2462214 8.6923463 10.1555857 5.6584000 3.0734432 8.5902622 9.1510305 11.3264399 0.9214363 9.4831305 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 9.529351 13.332087 7.528177 6.243363 7.130268 13.310903 9.399224 7.688147 13.386806 8.428473 7.858539 6.523469 11.908359 6.020969 6.485250 4.436009 NA 11.066577 6.924294 8.321202 9.4620691 10.7539217 12.0297091 4.4360086 7.3953645 9.3388843 9.9260776 12.1033154 9.8613391 6.3641136 6.9525817 10.6981016 10.1586246 8.4049678 7.7738764 8.5422062 6.7172926 7.0142749 3.3535491 9.7397875 9.0894489 14.0158988 9.3914952 5.5698617 10.3362027 10.0894489 9.5398773 9.7027933 8.2115258 6.9803270 4.2660819 9.5812313 9.9879242 12.6404420 7.6224897 9.3455665 1.5879890 7.4360069 6.1729715 4.5880070 4.3104783 8.8678526 7.9135399 6.2433625 -0.7338431 NA 10.6765330 -0.7338431 7.2939875 12.3714992 10.3428973 NA 9.9420388 8.5468524 10.2814968 3.2660819 9.3442324 9.7121311 10.9871809 8.8863014 13.3868056 8.4284732 10.3213641 4.6923491 6.4755357 8.3237213 7.8585387 9.0192985 7.9837581 14.5189689 1.2660969 0.2660369 6.0209688 2.4360019 12.9844005 10.1571059 9.0075487 11.0673859 9.4221649 10.9952776 1.2660969 NA 3.9665228 9.1988428 12.0778818 7.5744210 2.4360019 7.5514837 11.6936564 4.9940004 3.8510394 TCGA-AT-A5NU 77 0 NA 67 kidney stage i t1a nx mx male 2011 NA NA NA kidney papillary renal cell carcinoma NA NA white hispanic or latino 3 4 NA NA 2 2 3 2 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.699307e-06 5.201959e-07 10.9375 20.3125 17.1875 28.125 23.4375 9.166666 6.790428 13.535316 11.999966 11.233229 6.456009 8.162191 2.391878 10.628111 13.086237 10.624191 9.283939 8.996516 9.816999 8.107373 7.141901 10.084415 NA 13.636108 4.618949 2.790438 12.273549 12.214972 12.098061 11.900304 11.406280 9.268396 10.013598 7.918289 10.184521 8.940176 10.999209 11.705071 10.501591 9.760584 14.819727 8.742440 0.83117000 0.83117000 0.90412000 -0.00346270 0.88426000 0.88426000 0.83884000 -0.01761100 0.83117000 0.83117000 0.82673000 0.88913000 0.00791750 -0.02003900 -0.00346270 -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 0.000 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 5.1708504 9.2711838 11.4657771 6.1612669 2.5763044 9.3748363 12.4241126 8.6722280 8.0707194 5.4162621 4.3418363 0.7397617 9.6500423 4.9658720 9.6960747 7.4568521 -1.0676364 5.3753905 9.5150597 10.6431096 10.5176446 11.2060973 7.3857183 8.4520835 8.7716512 7.4793421 6.5098763 6.2722976 8.6713840 8.9775244 10.8060837 1.9324392 8.8946204 7.3670757 11.4345332 6.4481477 1.9324392 9.3623772 4.8631852 5.3502992 8.0278441 9.8039561 10.1029983 4.5738471 13.1003935 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 8.848327 13.525693 9.317231 4.874964 6.889549 13.636108 9.297129 8.247597 11.453802 10.322885 8.933856 7.918289 12.704298 5.316153 9.026525 1.254352 NA 9.465290 7.613686 9.252136 9.99988165 11.65450768 11.92618182 0.25435216 8.90255329 11.91285469 10.56952498 10.33625828 10.43254232 6.74301941 4.35871273 8.74221544 7.96173444 3.14190685 8.35976010 9.12165421 4.32476741 9.66673352 6.07199858 9.68524603 9.78302490 13.48817482 6.36707572 8.84008898 11.18821360 10.05495183 8.67896169 10.60884518 9.54301074 9.03770124 5.01991092 11.11453127 9.43129659 14.79514521 7.16419697 10.51223469 0.73976171 7.46410134 7.04097131 -0.06748522 8.73415580 9.66503882 9.12904933 4.87496414 4.61894925 -2.06733405 11.60354605 0.73976171 7.92821456 10.93103774 9.83104877 -0.06748522 11.38301426 8.52583828 8.91187251 0.93243919 10.30585632 12.35923621 12.27354914 10.35871207 11.45380239 10.32288503 10.15282569 8.27341005 6.71052406 9.98449223 8.93385557 9.83670557 5.90399027 13.36795481 2.97684018 3.99853853 5.31615298 4.44024130 11.62419084 10.29958902 11.07247819 10.63851158 9.83632924 10.47087877 3.86318520 -0.48257312 -2.06733405 7.64543868 11.50085716 8.84683239 0.25435216 8.47160613 11.98713644 6.96311456 8.33652441 TCGA-B1-5398 73 0 NA 1251 kidney stage iii t3b n0 m0 male 2010 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 1 1 3 4 3 1 1 1 1 1 0 4 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 2.115464e-06 8.323135e-07 6.89655172413793 17.2413793103448 22.9885057471264 17.2413793103448 35.632183908046 8.682988 7.564950 13.088213 11.173213 10.282048 7.466878 8.522631 NA 9.595377 11.927930 10.862848 9.979187 8.087955 10.477467 8.561102 8.114460 8.905718 NA 12.588619 -1.572179 4.515422 10.518733 11.200542 10.043129 13.126772 9.420190 9.107439 7.974854 7.488655 9.976299 8.730598 9.583410 11.928926 10.848446 10.762233 14.606196 6.702221 0.00000000 0.00000000 -0.00885260 0.32157000 -0.01147300 -0.01147300 0.01726400 0.02286500 0.00000000 0.00000000 0.00000000 -0.00885260 -0.01729000 0.32157000 0.32157000 -0.00553750 -0.00553750 0.00013863 -0.00513470 -0.00843850 -0.00843850 0.00166420 0.00166420 -0.32530000 0.33221000 0.02174400 0.02174400 0.01223700 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 9.05275469 11.94575162 12.69130179 6.48324181 3.18285118 9.09048509 10.52401547 0.42792793 8.44893935 4.49405073 7.04266951 3.67588366 10.39635603 3.38215537 9.55852977 6.48773555 0.74992036 7.20274584 10.00397110 11.52842280 8.56495047 12.29629952 6.37632685 8.43217982 3.74988819 10.89658330 -0.57196484 8.21095766 8.74084225 11.77128378 10.99282323 0.01292617 9.12318739 8.05549286 10.94267328 6.52599054 7.56983663 8.87090286 7.34682218 1.42798155 8.22399878 8.47624193 10.70350176 0.44942931 11.73355360 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 9.385061 12.379608 9.891994 7.422313 7.685347 12.588619 8.154178 8.539095 12.516002 10.698839 9.703502 7.488655 12.585385 5.196143 5.731740 NA NA 6.637413 5.927804 8.339875 10.428311 12.160551 11.641823 3.982546 8.348312 12.543897 11.249733 11.249335 9.550787 4.749888 7.050011 10.355737 8.116209 4.182843 7.512767 8.477808 5.042671 10.297553 5.182847 10.506110 8.479168 17.301487 6.260850 4.617786 11.264996 9.636803 7.995915 11.359620 10.026477 7.761114 4.967118 10.774473 9.894546 13.931971 7.630205 9.531903 NA 7.437983 9.357218 NA 9.481885 9.289822 9.381428 7.422313 10.464476 -1.572179 8.712205 3.285935 11.648186 11.416466 10.818397 -1.572179 10.936249 8.254508 9.161822 1.427982 10.204803 13.062543 10.518733 9.346077 12.516002 10.698839 10.239334 9.425139 6.824564 10.542681 9.703502 8.935754 4.919812 13.629815 2.597889 2.012926 5.196143 4.997816 12.193556 10.729170 10.853437 10.367538 9.338602 9.696501 3.637413 3.675884 NA 8.047959 11.546454 5.951520 2.012926 9.138766 10.545927 6.292145 7.935754 TCGA-B1-7332 60 0 NA 1141 kidney stage ii t2a nx mx female 2011 NA no NA kidney papillary renal cell carcinoma NA NA black or african american not hispanic or latino 3 4 2 2 3 2 4 1 NA NA 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 9.363527e-07 3.81477e-07 7.89473684210526 28.9473684210526 28.9473684210526 21.0526315789474 13.1578947368421 9.518189 6.904839 13.399805 11.321783 11.107679 6.091924 8.199680 -1.117474 10.911068 13.005542 11.273983 8.437060 8.467434 11.321783 8.675262 7.702650 9.921390 NA 13.621038 2.204391 3.274783 10.813947 12.068180 11.981655 12.441011 10.123859 9.064866 8.617181 7.702650 10.449952 8.486098 10.810990 11.348293 10.823152 10.347527 14.216500 6.655940 0.39937000 0.41171000 0.47813000 -0.00061892 0.01077800 0.00423750 0.47504000 -0.50292000 0.39937000 0.41171000 0.41171000 0.47813000 -0.50768000 -0.00061892 -0.00061892 -0.00657950 -0.00684960 0.00827030 0.00000000 -0.50634000 -0.50634000 -0.51552000 -0.51552000 0.46204000 0.01524300 -0.47749000 -0.47749000 -0.52025000 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 5.526329 11.563710 11.581610 4.554896 -1.117474 9.600533 12.583561 5.325415 8.546029 5.554896 5.240024 2.689836 10.006877 3.882467 10.228985 6.604664 3.130404 5.596718 9.745883 16.829830 7.758988 12.071369 5.937754 8.618873 6.783337 11.148672 2.467436 9.116091 8.128024 8.765114 11.050516 1.689836 9.088264 8.158596 9.937076 3.467436 NA 9.207777 6.740453 2.582917 7.783338 9.659069 10.177666 1.800869 13.344072 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 9.435140 14.311093 11.924130 4.130396 7.042342 13.621038 9.418718 8.473058 12.324508 10.236721 8.716942 7.702650 12.790958 4.969933 9.073530 NA NA 9.401124 7.027130 9.891565 10.0961830 11.2217645 11.5846439 1.2043912 9.0091755 11.8480751 10.0334877 11.3917513 9.1964878 5.5263286 5.2747872 10.1782401 7.6994545 4.1678717 8.0919246 9.1160908 5.0722945 8.9186447 6.1678737 10.0523962 8.3803230 15.4771894 3.3419004 2.6898359 10.5263274 9.2289848 9.4767958 10.9702655 9.0931426 8.5742147 4.7651157 11.0803022 8.7718536 15.9508611 6.6060291 10.5131933 NA 7.3731618 7.2356179 0.4673838 8.8725752 9.4177466 9.2055259 4.1303955 7.2618495 NA 11.2958346 5.4060332 10.2487933 10.6427753 9.7666417 -0.1174743 10.7746345 8.6205633 9.2498859 6.2312001 10.3521130 12.4506648 10.8139474 9.3932353 12.3245075 10.2367205 10.0111100 8.2618495 7.3703108 9.4211743 8.7169422 10.1533505 3.8366715 13.0980042 2.3419004 4.3743231 4.9699333 3.7404527 11.9664490 10.4999386 10.5411290 9.8922998 10.7098139 9.5451396 -0.1174743 0.8824474 NA 7.6301943 9.6985429 7.9672793 -0.1174743 9.0130418 11.3163174 5.8597509 8.7466574 TCGA-B1-A47M 79 0 NA 659 kidney stage iii t3a nx mx male 2011 NA no NA kidney papillary renal cell carcinoma NA NA black or african american not hispanic or latino 2 4 1 1 1 2 5 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 4 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 6 0 0 2.115464e-06 7.282743e-07 9.63855421686747 27.710843373494 18.0722891566265 25.3012048192771 19.2771084337349 8.4439866 4.8763008 12.5419010 11.0443177 10.4617418 6.0283061 8.6442262 NA 10.1751468 13.4447108 12.1139485 9.1704854 7.8791617 10.6750440 7.2433187 7.5356471 9.3533217 NA 13.8772859 2.2209490 -0.1009791 11.1490246 10.8794333 11.7354673 11.9897964 9.4107750 8.6869249 9.3461057 7.3126507 9.9603936 8.5977271 10.0334486 11.5992453 10.6514030 11.2816464 14.5193567 7.1181905 0.00589240 0.01467100 0.70127000 -0.00021595 1.36300000 1.36300000 0.66594000 -0.00187860 0.00589240 0.01467100 0.01467100 -0.00478500 0.00505830 -0.00021595 -0.00021595 -0.00021595 -0.00021595 0.00617050 -0.00533810 0.00000000 0.00000000 0.00533630 -0.00367830 -0.00146310 0.66059000 -0.02966100 -0.02966100 -0.02720100 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 6.2913402 11.6914060 12.4070647 7.1035931 4.7816640 9.6068647 9.2870396 1.2209490 7.1844241 4.0689459 5.1084743 -1.1009791 9.5373135 4.3908740 9.8134075 7.1511201 1.2209490 5.9864860 9.6762776 14.9421289 9.7015387 11.6173411 5.1469484 8.2848847 7.3502338 10.0455911 2.8059115 4.8532172 9.1242299 8.9434165 11.6838617 0.8990209 6.1469505 8.5820170 10.9888038 6.3084137 NA 8.4008594 6.7507713 5.5097528 7.8619182 9.2924236 10.5315632 5.0908238 12.1334761 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 8.9255458 13.5414690 8.7176045 3.7570019 6.6404893 13.8772859 8.8990224 7.4536114 12.2410970 9.7492093 8.6918126 7.3126507 11.6347899 4.5994606 7.7382260 -0.1009791 -0.1009791 8.6983039 7.3666282 8.6514364 9.1739829 11.7517469 11.4355124 -0.1009791 8.1658090 10.9694788 10.1218172 10.4328388 9.0192602 6.9324451 4.6803806 10.3126503 8.9088510 5.2730197 7.5959899 9.2466437 5.2565729 8.3686640 8.0334489 10.3450718 9.1528699 14.5973743 2.9864838 6.3828384 10.7247762 10.1350365 9.1109108 10.3289521 9.3030994 6.7382260 4.4536098 10.0814167 9.6011951 14.5842092 6.9983174 9.6003289 NA 7.5496076 6.7192012 -1.1009791 7.7255708 9.5977271 8.2805653 3.7570019 4.9651101 NA 11.0160161 4.8297582 9.8748703 11.5710056 10.0814167 NA 10.7789885 8.0789316 9.1445751 1.4839834 9.1993749 11.1658089 11.1490246 9.6404893 12.2410970 9.7492093 10.5912019 6.7192012 6.6605736 10.4398818 8.6918126 9.1035936 1.2209490 13.3629937 2.5994606 1.4839834 4.5994606 2.7063758 12.3657361 10.4849238 10.6434358 10.4308911 9.0900814 10.7239811 NA -1.1009791 3.3584525 8.7960812 11.4721725 8.4068168 3.1469484 8.9004306 11.0231437 6.7382260 7.5855229 TCGA-B1-A47N 62 0 NA 1110 kidney stage i t1a nx mx male 2012 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 2 4 2 2 2 2 5 2 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7.976338e-07 4.161568e-07 17.1428571428571 22.8571428571429 25.7142857142857 25.7142857142857 8.57142857142857 8.6173227 4.6412512 11.7514391 10.8553119 11.3147900 5.1746821 8.6029449 -0.6066936 9.7931328 13.0970082 10.7348397 10.5923798 9.1795904 11.0993852 7.7683603 7.4701366 9.6775667 NA 13.5766461 2.2006613 2.2006613 10.9913734 10.5656234 11.3099468 11.4728057 10.6347082 8.8132810 10.5296712 6.7942001 10.3262737 8.7152489 10.1024047 11.2435077 10.1195390 10.7225566 14.2736219 9.2345392 0.00076069 0.01157300 -0.00633390 -0.01297700 0.80894000 0.80894000 0.73497000 -0.02171100 0.01157300 0.01157300 0.00000000 0.00239110 0.02037600 0.00725480 -0.01297700 -0.00121430 -0.01020000 -0.01088900 -0.01165700 -0.01735900 -0.01735900 -0.01185400 -0.01185400 -0.01941900 -0.04939200 -0.07598000 -0.07598000 -0.05789200 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 7.0371768 10.7158124 10.9392507 5.8690546 6.5226035 9.7246857 10.8926686 4.8851741 9.2835852 4.8195864 6.5430674 2.2006613 9.8869061 4.3475168 9.4701364 7.3433225 2.5632558 6.6787227 9.7952671 14.5262222 10.1084249 10.6729314 7.8153859 7.7683603 8.4073413 7.6554155 4.0937630 4.3933201 7.7016599 9.3706009 11.6865051 0.3933064 8.4647834 8.3791630 10.9702776 5.2262118 0.3933064 8.4992292 6.0657468 7.9471805 7.8321128 9.5071411 9.8185368 5.5971080 11.4785078 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 7.6647836 13.7194695 8.3270114 5.8362650 6.9857782 13.5766461 8.0479571 6.5122617 10.9154120 9.9324796 8.9895106 6.7942001 11.3218393 7.4966085 8.3446057 -0.6066936 -0.6066936 8.7530703 7.9168826 7.2236774 8.8216812 11.7845645 11.8685477 -0.6066936 8.4567158 11.1254883 9.7453642 9.7909955 10.2403783 6.8609268 6.6124896 10.0675131 9.1263361 3.4594054 7.8321128 9.4620992 3.3933201 8.7464676 7.9090206 9.7726992 9.8164368 15.3324180 4.7152509 5.8851741 10.6088539 10.2881387 7.8971466 10.9740506 10.4721388 8.6341122 5.3706002 11.5226039 9.0364915 14.1971997 6.7406321 10.3002115 -0.6066936 8.1021978 7.4377146 -0.6066936 5.5430690 8.9536537 8.7661860 5.8362650 3.2006770 NA 10.8153857 -0.6066936 9.1990647 11.4448697 10.2411613 NA 11.6916699 7.9207977 8.6879418 0.9782689 9.7118636 10.6839158 10.9913734 9.4553671 10.9154120 9.9324796 10.3841340 4.9168826 6.8931668 9.5728569 8.9895106 9.4647832 2.2006613 12.9155346 1.7152345 -0.6066936 7.4966085 3.2006770 12.1250642 9.5644976 10.0470617 10.5038042 9.7686320 10.6058173 NA 0.3933064 NA 8.4092097 12.6618600 7.4807837 1.7152345 7.9932339 12.7629182 6.7596432 9.1448649 TCGA-B1-A47O 54 0 NA 842 kidney stage i t1b n0 mx female 2012 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 4 1 1 1 1 1 1 2 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6.242351e-07 2.774378e-07 22.2222222222222 18.5185185185185 18.5185185185185 33.3333333333333 7.40740740740741 8.593081 5.676738 13.283982 10.853984 10.357508 5.481189 8.657254 3.111949 9.563166 12.421052 11.315711 8.174451 7.880139 10.046629 8.119450 7.026839 8.906371 NA 12.000698 1.111966 4.111958 12.040473 11.057111 10.944318 11.994343 8.006773 8.699420 9.968899 7.192328 10.010808 8.609141 10.144460 11.633555 10.654342 9.831914 14.286725 8.903226 0.00249690 0.00847430 0.00263570 -0.00013862 0.00000000 0.00388540 0.86314000 -0.02432100 0.00249690 0.00847430 0.00847430 0.00263570 0.00711800 -0.00429290 -0.00013862 0.00027728 -0.00160510 -0.00373950 -0.00277070 0.00069327 0.00069327 -0.00235530 -0.00235530 -0.01133500 -0.00912860 -0.03149600 -0.03149600 -0.12499000 0.000 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 0.864 -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 0.864 -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 6.1563481 12.5119449 11.4111629 5.4096353 4.5269952 9.1352842 9.5114109 4.1119577 8.5185143 2.3343394 4.9193115 5.4338842 9.0642108 3.7749241 9.6536969 6.3449989 1.8489183 5.9532583 10.3205957 13.6212351 9.8601478 11.5645394 8.0108084 10.1798375 6.9363835 9.5057028 3.6144507 9.0680890 8.6118009 8.9128549 11.8545254 -0.4729297 7.0108078 8.1194496 10.6190889 5.6144566 1.8489183 8.5269925 5.4096353 5.4577289 8.6250246 10.3797794 10.7931934 4.8347870 11.0830098 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 9.1194496 13.7152722 10.8393082 5.7558116 7.1269058 12.0006982 8.4004367 8.5521319 12.6063105 10.0930464 7.9945978 7.1923283 11.6250245 6.1994172 8.2885436 0.5269702 NA 9.7473708 7.1994181 8.9327082 8.7725452 12.0429386 11.3642261 1.8489183 8.0544692 11.7109379 9.5984547 10.5438007 10.0825401 5.1708504 5.4096353 10.7315636 10.1278346 4.3343466 7.6091418 9.4096355 4.1119577 8.7437385 3.5269952 10.0844562 10.1527012 15.6433161 3.9864200 7.7413112 10.8723977 10.2785365 9.5424074 10.8364688 9.5876883 8.9553526 3.9193115 10.6843393 9.5227596 14.1460661 6.8006010 9.4473453 NA 7.7209611 6.8123943 3.4338808 6.9532571 8.9925589 9.6634837 5.7558116 5.3598831 NA 10.6104718 NA 9.9416777 11.4210523 10.0534917 -0.4729297 10.4665717 8.0930467 8.6994201 -0.4729297 9.5604154 11.2947631 12.0404733 9.3693428 12.6063105 10.0930464 10.5809183 6.9532571 8.4869943 9.9454882 7.9945978 9.6716507 1.8489183 13.6778504 2.1119661 2.6969063 6.1994172 4.3849754 12.3938850 10.9833469 10.7725451 10.5220529 9.1287633 10.1708487 1.8489183 NA NA 8.9233617 11.3896027 8.5984549 1.1119661 8.0700243 11.2489461 7.2064723 8.9150096 TCGA-B1-A654 43 0 NA 616 kidney stage i t1a nx m0 female 2012 NA no NA kidney papillary renal cell carcinoma 10 1992 black or african american not hispanic or latino 2 3 2 2 2 2 5 3 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.005712e-06 2.080784e-07 8.10810810810811 16.2162162162162 18.9189189189189 37.8378378378378 18.9189189189189 8.532236 3.028410 12.991629 11.373261 10.534222 4.835767 9.183988 NA 9.995637 13.533416 11.665941 10.399098 8.390354 10.624134 7.555887 6.935301 8.878597 NA 13.419923 1.835762 3.935299 11.214834 10.346953 11.668203 10.674519 9.434616 8.467202 9.195829 5.935302 9.911054 8.496016 9.378245 11.965968 11.408601 10.330478 14.023736 7.365988 0.0088920 0.0088920 0.0065262 -0.0117490 0.9277700 0.9389500 0.8597700 -0.0205490 0.0088920 0.0088920 0.0088920 0.0065262 0.0179630 0.0069435 -0.0117490 0.0031960 0.0193630 -0.0052610 -0.0098724 -0.0172540 -0.0172540 0.0023581 -0.0049844 -0.0182160 -0.0801560 -0.0662520 -0.0679930 -0.0624950 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 5.1158739 9.6458780 11.1198458 6.5122269 1.3503275 9.4060549 12.3300495 7.8421919 8.0836931 6.0396385 5.9826058 4.8863892 9.2273589 4.2763403 9.5431245 7.0749892 -0.9717138 6.5519727 9.8549589 15.9578583 9.4682414 11.8889155 5.7832969 9.5549098 7.5162508 8.3727062 3.0284100 3.3503417 8.6972953 8.5791571 12.6608321 NA 8.8848360 8.4504751 10.6255319 8.1551147 NA 8.3925450 7.3184289 6.3283518 8.6264629 9.8747392 10.3361805 4.3743023 11.8130494 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 8.592560 14.194181 9.592560 3.115866 6.437802 13.419923 8.966520 6.929277 12.257079 9.455723 9.085048 5.935302 12.058215 6.437802 8.165401 NA NA 8.700836 7.500086 6.547496 8.9125810 11.5999261 11.6114932 NA 7.8195737 11.2530151 9.5656288 10.6600423 9.0312253 7.6096109 5.2378620 9.6124334 7.6614054 5.1939215 7.6577672 9.7192815 5.1983370 8.0368390 8.5675694 9.7469434 10.1914311 15.0205301 7.3947328 7.3230313 10.4878420 10.1085618 8.2998733 10.9938340 9.3604470 9.4196541 4.7563295 10.8991604 9.9237056 14.7074507 6.5719058 9.6264630 NA 6.8576887 7.0563169 2.8357624 6.0056897 9.0687001 8.9869632 3.1158656 2.4878465 7.9110534 11.3688170 1.8357624 8.8770335 12.4644713 9.8660383 -0.9717138 11.0131850 7.7965945 9.3114988 1.0284277 9.1395462 11.0322797 11.2148342 9.4806517 12.2570789 9.4557234 11.3843121 5.7698775 7.6866217 9.8787379 9.0850483 8.7932821 5.9232276 13.8153947 1.6133902 1.6133902 6.4378020 1.6133902 13.2322173 10.4965254 10.0652708 10.9847866 8.3947328 10.8081298 4.3859625 1.0284277 NA 9.8508379 11.6860438 7.8195737 1.0284277 8.6541194 10.8770334 6.6431202 7.9232282 TCGA-B1-A655 77 0 NA 510 kidney stage i t1a n0 m0 female 2012 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 1 2 NA NA 3 1 2 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 1.699307e-06 8.669932e-07 6.57894736842105 18.4210526315789 25 28.9473684210526 21.0526315789474 9.42757747 7.89064915 15.64892893 11.30158256 11.15099306 7.74146429 9.55536582 NA 10.76300159 11.13924481 9.35813556 7.56183017 9.32094267 9.00840285 8.65817363 7.39290125 9.79556437 1.28439568 13.90796403 0.06198352 3.96887411 11.39644354 12.06030765 10.22605292 12.57455990 10.02391594 9.45930210 9.40034900 9.14944687 10.43593669 8.35813556 10.70734222 11.56116554 10.39065898 8.62422631 12.23971499 7.04531955 -0.00152430 -0.00152430 0.00221930 0.00610900 0.00000000 0.00000000 0.62479000 0.00305220 -0.00152430 -0.00152430 -0.00152430 0.00221930 0.00055459 0.00610900 0.00610900 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 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.649 0.000 0.000 0.000 0.000 0.625 0.000 0.000 0.000 0.000 0.000 -0.633 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.649 0.000 0.000 0.000 0.000 0.625 0.000 0.000 0.000 0.000 0.000 -0.633 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 6.5323045 11.6663828 10.2369097 4.9688741 1.9364401 9.4777961 10.1692011 -1.5228408 8.6305737 2.3839116 4.1494464 -1.5228408 10.6473097 3.4312218 8.9658659 7.1137911 -0.5230481 5.6766934 9.9633537 14.0238045 6.3899109 12.4970465 7.9808473 9.6717783 4.3099110 6.5697782 -1.5228408 9.3831606 8.0806481 10.0093774 11.1650532 2.6469460 6.9158137 8.5323041 10.6213611 2.9364589 -1.5228408 9.4805394 5.6165724 3.1208827 7.9648618 9.7290719 10.1774613 1.7385517 9.6205131 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 9.2851812 13.0460464 10.3623366 5.1352311 8.8725558 13.9079640 10.0741429 9.8006393 12.5733249 10.4976543 7.5907637 9.1494469 13.5601684 0.4770556 8.0373542 NA NA 8.6331046 6.5959631 9.6634268 10.86126560 10.67270130 11.24127110 4.14944636 10.67116279 12.61249034 10.30317272 10.75547097 10.67577351 1.64694602 4.45430094 7.78536026 12.11839594 5.25837947 7.41071252 9.20918893 3.12088273 10.04021779 -1.52284079 10.80120207 8.95072735 14.98571384 2.72495580 1.47700374 10.14856263 8.83347362 9.71662006 10.79047142 9.40849767 7.97287643 3.56448792 10.79923134 8.84552800 14.42294537 7.23307701 10.15430067 NA 7.88241807 7.73205004 NA 9.35813556 9.42319682 9.94462700 5.13523113 7.38991093 -1.52284079 11.85192515 NA 11.88495310 10.61241019 9.36728587 -1.52284079 11.12267997 9.14856251 9.57636927 NA 10.56182988 13.04051573 11.39644354 10.29320516 12.57332489 10.49765428 9.80401273 9.61912850 8.47137486 9.69069679 7.59076368 10.71243741 1.06198352 12.61313149 0.79892147 2.28436607 0.47705557 5.88641358 12.25005765 11.67131668 11.87870105 9.43919446 10.49960087 9.11817022 1.47700374 0.06198352 NA 7.70713822 10.57364444 8.94971234 -1.52284079 7.97885858 10.93209181 6.25180807 7.77622969 TCGA-B1-A656 64 0 NA 618 kidney stage i t1a n0 m0 male 2012 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 1 2 NA NA 3 1 5 3 3 2 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 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 7 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 2.046104e-06 6.589149e-07 6.32911392405063 24.0506329113924 17.7215189873418 26.5822784810127 25.3164556962025 7.4749138 2.5720408 14.1107058 10.8845411 10.0923276 6.4628065 8.1163570 NA 9.8278517 11.4564613 12.6148357 8.7717087 8.6255098 9.7903977 7.1569992 7.1669825 9.2805455 0.5720165 12.6281095 0.9871025 6.0745375 10.8112370 10.7879737 10.0198084 11.3258102 9.9664990 8.1989621 8.5184553 6.3090015 10.1588761 8.6434987 9.7402906 10.9828410 10.9831942 10.0129055 14.6047135 7.1549436 0.00000000 0.00000000 -0.01356400 0.50759000 0.53415000 0.53415000 0.01433000 0.00694350 0.00000000 0.00000000 0.00000000 -0.00581400 -0.01890200 0.52310000 0.50759000 -0.01669700 -0.02123500 0.00069327 -0.00387790 -0.00332430 -0.00332430 -0.00124730 -0.00124730 0.01726400 0.01978300 0.00750000 0.00750000 0.02440800 0.000 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 0.508 0.508 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 0.508 0.508 0.000 0.000 0.534 0.534 0.000 0.000 0.000 0.000 0.000 0.000 8.00666437 13.50959406 11.14599906 6.64528519 4.44650769 10.45047556 10.40281564 7.12662498 8.23737203 5.96435473 9.01497981 -0.01289747 9.97822710 3.07453969 9.96506925 6.56170494 1.57201651 7.63812526 9.74529701 14.04229736 7.86665704 12.39035221 5.92958745 10.27305390 5.32692558 8.18429071 0.57201651 7.68056066 8.31350345 10.41386272 12.36560984 1.30900152 8.38367881 8.75028626 10.27709266 7.65240977 NA 8.24446184 6.57203623 3.74196308 8.64826410 9.15444169 10.65551570 0.81081324 10.45895221 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 8.779864 13.441373 10.319110 6.235001 6.413339 12.628110 8.664794 6.116356 13.638910 9.994101 10.084448 6.309002 12.027021 5.917811 7.020497 NA NA 8.664794 6.326924 7.886521 9.90965821 11.55312786 10.89921469 6.34462614 8.41543419 11.36211325 9.79684187 11.41438668 9.01082822 7.18674616 6.32692378 10.68099633 9.04099980 5.30557296 7.33136933 10.24622862 6.45467930 8.72178345 5.97575857 10.35776125 10.27824454 17.83716297 7.83256411 6.47892652 10.53445035 9.74529701 9.64796112 11.36915744 9.22428367 7.96435358 5.74196038 10.30731023 9.32469564 14.62644280 7.16464249 9.38581754 NA 7.99969847 9.00388216 NA 6.31799138 9.53396819 10.02873296 6.23500132 8.54549468 -0.01289747 9.73694322 1.98706614 11.77905066 11.91781116 11.15793779 1.98706614 10.38046431 7.69788013 9.00944151 2.30900152 9.45874905 12.24666998 10.81123700 9.67619828 13.63891036 9.99410108 10.78716478 6.25386072 6.29085380 9.76055097 10.08444754 9.13809027 6.77497677 13.42859154 3.79442626 0.57201651 5.91781124 2.79443666 13.52228844 11.43182993 11.37831740 10.04438865 9.25090640 9.88491930 4.63092961 -0.01289747 NA 9.59440411 11.99418345 7.01498009 7.20139274 8.32469586 10.54022308 6.20624272 7.35776136 TCGA-B1-A657 54 0 NA 641 kidney stage i t1b n0 m0 male 2012 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 3 4 1 1 1 2 5 2 2 1 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 1.733986e-06 5.895554e-07 7.2463768115942 17.3913043478261 27.536231884058 21.7391304347826 26.0869565217391 8.772861 7.903802 13.815811 11.136012 11.283537 6.628838 8.846223 NA 10.848936 12.756580 10.626268 9.493002 8.445696 9.954355 8.401302 7.631403 9.792474 -1.505533 13.412017 4.049003 6.033571 11.554770 11.866404 12.091998 12.291161 9.692242 9.878116 9.752388 8.481676 9.836486 9.162410 11.136012 11.401302 10.587169 10.690706 14.521885 7.972817 -0.0187650 0.6085100 0.6257000 -0.0036011 0.6349900 0.6349900 0.6211000 -0.0016629 -0.0187650 0.6095500 0.6085100 0.6257000 -0.0048461 -0.0036011 -0.0036011 -0.0069195 -0.0069195 0.0037992 0.0047190 -0.0058140 -0.0058140 -0.0018014 -0.0018014 0.0018030 0.6302500 -0.0053992 -0.0089182 0.0000000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.630 0.630 0.618 0.618 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 0.618 0.618 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 7.53333051 11.95576290 12.22816819 5.96201682 5.04899901 9.41710714 10.27618083 -1.50553319 7.57921938 3.13827385 6.48309667 -0.50553319 10.24973296 3.53881128 9.32571853 7.46922747 0.81631298 6.03357057 9.94149458 14.60515809 8.53058503 11.87932999 7.31459049 8.98124646 7.31777889 10.58815900 1.66434630 8.07372706 8.70508285 9.93268337 11.10958120 0.07942932 7.62883774 7.80729438 10.59178515 5.12376964 3.62369131 8.80275028 6.44277932 6.12697079 7.91226363 9.40418446 10.17872161 4.04407932 11.67083073 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 8.827567 13.576394 9.220630 6.912264 7.739964 13.412017 8.966087 8.189640 12.153515 10.453327 8.244281 8.481676 12.544260 6.025793 8.083126 -1.505533 -1.505533 9.987266 7.218925 9.709465 10.34733092 11.45893274 10.95768024 6.22912066 9.12831480 11.86291781 10.40355437 10.77344148 10.45441333 6.28231377 7.01404726 9.47169127 9.19137882 4.66353249 7.84535079 9.10174172 5.53880507 9.35937138 5.82532772 10.63428242 9.18178710 15.34795241 5.18091166 3.98626529 10.28394503 9.58386184 9.98174893 11.13012945 9.84424550 9.25596260 3.98626529 10.66088834 9.17828315 14.95026831 7.03914388 10.24344274 NA 7.92130481 8.19658393 NA 8.23250343 9.70994435 9.21721884 6.91226423 8.66558819 -1.50553319 11.81125856 -1.50553319 11.05808429 10.77315116 10.40842273 0.07942932 10.95665799 8.67804690 8.84092517 NA 9.73341315 12.04912011 11.55476956 10.44933470 12.15351533 10.45332651 10.22318227 8.30979464 7.04515789 9.62925479 8.24428058 10.28842097 4.30176322 12.91252749 0.49436440 0.81631298 6.02579292 4.88673059 12.22657879 10.55138768 11.10220400 9.93735484 10.16904496 9.91542425 0.07942932 NA -1.50553319 8.77323253 11.07389934 9.13736570 1.07936104 8.94871063 11.50301504 7.14904694 8.18963976 TCGA-B3-3925 52 0 NA 1029 kidney stage iii t3a nx m0 male 2010 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 2 NA NA NA 4 2 6 1 3 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.28315e-06 4.161568e-07 5.88235294117647 21.5686274509804 13.7254901960784 35.2941176470588 23.5294117647059 9.789994 9.342469 14.234190 10.599728 11.818336 8.134497 9.115911 2.415678 10.698767 13.013188 10.556934 9.857931 10.132213 10.496496 9.167223 8.049885 11.163592 NA 13.988892 2.531144 4.612075 10.440818 11.715339 11.934496 12.016056 10.830012 10.349369 10.275214 9.379538 10.989326 9.446346 11.149824 11.466661 10.198131 10.417087 14.946146 8.116928 0.0107030 0.0100610 0.0047190 -0.0117490 0.6983900 0.6983900 0.6636400 -0.0260300 0.0107030 0.0107030 0.0100610 0.0047190 0.0020805 -0.0117490 -0.0117490 -0.0204120 -0.0319050 0.0000000 -0.0195300 -0.0151910 -0.0151910 -0.0142280 -0.0142280 -0.0261670 -0.0215100 -0.0598070 -0.0598070 -0.2129300 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 8.3659917 8.7658815 12.6703138 5.6762053 4.6636065 9.1779502 11.0282402 2.7376002 8.7965007 5.0786440 5.2057561 4.8968046 10.5721833 5.2736613 8.6540835 7.4122938 0.8307421 5.8968046 9.5137110 14.4844375 8.6979951 12.1668044 7.7102995 8.1413291 5.9804641 9.6659772 3.6188847 5.7732315 7.7164127 10.1932082 9.7899938 2.8307218 8.4119168 8.4081450 10.3693903 6.6120767 4.2230363 9.0679264 5.2230325 5.7560038 7.8887079 9.0274046 9.2726230 3.8125701 12.2992488 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 8.9234734 12.9273491 11.0331463 6.3620981 9.7080004 13.9888921 8.2860434 9.5696530 12.2873274 11.2624751 9.6651874 9.3795382 13.0270879 6.8194012 9.3235709 -0.1692579 NA 8.5535237 7.5922679 9.4335544 10.4431241 11.1973117 11.2575052 1.4157046 9.8662028 12.9192562 11.2543575 10.2721044 11.0983809 6.5380756 6.6949025 8.7240179 10.0504899 4.8898969 7.8994947 8.9804635 5.5172158 10.5128331 5.5721833 10.9909029 9.2632582 14.9508327 5.5031420 4.4745723 10.6190269 9.4491018 9.0328403 11.7910803 11.0217756 9.5441028 5.5172158 11.3603909 8.6699200 14.2423597 7.4172930 10.5805858 NA 8.0384872 8.4835615 NA 8.7761603 9.8447368 9.2736599 6.3620981 7.6120760 NA 12.5662724 3.6886951 10.6769903 10.1068407 10.2095530 -1.1694201 12.1433157 9.0474623 9.5897723 2.4156776 10.4996014 12.8704065 10.4408184 11.2160395 12.2873274 11.2624751 9.6299980 9.6243197 7.3145325 9.2076557 9.6651874 10.9112008 5.6508966 12.1207352 1.6380738 5.3698747 6.8194012 6.7010805 12.1205912 10.2533068 10.8930998 9.4509361 10.9038538 10.1201589 2.8307218 0.4156505 NA 7.1907294 11.2331236 9.9709070 1.6380738 7.5755498 11.9426671 7.7820009 8.6777735 TCGA-B3-3926 59 0 NA 883 kidney stage i t1 nx m0 female 2010 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 3 NA NA NA 5 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.427581e-07 0 0 14.2857142857143 28.5714285714286 42.8571428571429 14.2857142857143 10.405521 8.392831 13.086314 11.369991 11.526639 8.264551 6.721631 9.056194 11.242453 12.393539 9.244809 6.100805 10.153582 6.667151 10.105997 7.829423 10.230088 NA 13.719661 3.207721 5.354561 12.183090 11.573665 10.951112 13.277393 10.360849 10.344345 10.348732 9.732028 11.313254 8.075145 11.214947 11.997797 9.133945 10.045423 14.566266 6.954954 0.025390 0.049006 0.074121 0.023078 0.064713 0.064713 0.037359 -0.852410 0.049006 0.049006 0.049006 0.074121 -0.813510 0.072684 0.048404 -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 0.000 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 6.5227620 9.9382304 11.9017045 4.7222911 2.6227664 9.6087536 11.6863449 1.9853183 8.9200011 3.1373232 3.8154012 NA 10.8161066 2.8154115 9.4264270 6.6765509 1.8154115 5.6733840 9.0430183 14.1258521 8.7739551 12.6703681 7.5835868 7.7102203 6.5227620 11.0080034 4.6980462 5.1008053 7.3152483 10.8266296 10.6880772 0.8154115 7.5123699 6.6919194 10.5602361 4.0633304 NA 9.5602361 2.1373396 1.8154115 7.0868655 10.8995929 10.0532098 2.3650766 11.6619564 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 10.041814 12.921556 9.352621 4.965152 9.350678 13.719661 9.315248 9.300225 13.099576 11.554128 7.172954 9.732028 12.822430 7.278927 8.583587 NA -1.184752 10.315746 7.072790 10.131486 12.1077240 10.7994647 11.3145008 NA 10.9421068 13.2202778 10.2717567 10.6892309 11.4551952 1.9853183 4.9853274 7.6065651 10.5270693 5.2713883 8.4264270 8.3212138 4.2416648 10.8750847 1.1373068 10.6134690 8.5984006 14.2656148 0.4003193 4.6227547 10.0763218 9.3458086 9.8026663 12.1363439 9.9226193 9.4798496 3.5158386 11.7128697 9.6819085 13.1461092 7.4467980 11.0964630 NA 6.9058852 7.6795885 NA 9.7087039 9.4511204 8.4931221 4.9651517 4.6980462 NA 11.9214745 -1.1847525 7.3622972 10.6691017 9.4619611 NA 10.9959331 9.5526497 10.2809687 0.8154115 11.4356221 12.9943783 12.1830901 11.6803622 13.0995758 11.5541280 10.3012316 9.6259740 6.7041457 9.8123347 7.1729545 10.2358889 0.4003193 12.2448091 -0.1845885 6.9549535 7.2789270 6.7222925 12.3105078 9.6757134 11.4461245 9.6138742 10.2794375 9.9683209 -1.1847525 NA NA 7.2343931 9.3046682 9.9048529 NA 8.3092576 11.7145704 7.7041457 8.7087039 TCGA-B3-4103 56 0 NA 930 kidney stage i t1a nx m0 male 2010 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 3 NA NA NA 3 1 5 2 NA NA 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.005712e-06 3.81477e-07 7.31707317073171 19.5121951219512 29.2682926829268 26.8292682926829 17.0731707317073 9.535823 9.605426 13.937670 11.188177 11.772863 7.825567 8.004582 -1.160363 10.455815 12.642544 10.906151 9.462692 9.062520 11.334831 8.817005 7.919210 10.935122 -1.160363 13.736483 4.594614 5.029550 10.862786 11.959759 12.605840 12.431131 10.965462 10.637792 10.258105 9.237400 10.849204 9.283705 11.413609 11.092391 10.215851 10.576550 14.805171 8.410662 0.0210040 0.0210040 0.7636400 -0.0143850 0.7263500 0.7527500 0.6962800 -0.0116500 0.0210040 0.0210040 0.0210040 0.7491200 0.0187640 -0.0204510 -0.0143850 0.0024581 -0.0105270 -0.0120630 -0.0296220 -0.0131650 -0.0131650 -1.1685000 -0.0157800 -0.0341240 1.3900000 -0.0586340 -0.0586340 -0.0636070 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 0.150 0.150 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 0.150 0.150 6.850952 10.164468 12.723419 5.143508 2.839718 10.005549 11.102114 6.937758 8.639007 3.087650 4.331576 1.424707 10.466347 4.424687 8.828410 7.706077 1.161630 4.647078 9.534083 12.557499 8.505061 11.817721 6.752615 7.853746 6.953468 9.773416 2.009634 8.705459 8.232042 8.931161 9.924534 2.424680 6.560825 7.550531 10.901096 4.567643 NA 9.400058 4.905813 5.161654 7.630888 8.924122 9.462692 3.819290 11.620745 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 9.1728805 13.4323574 10.2125903 5.3943152 9.5701954 13.7364833 8.7054586 9.3652459 11.8092916 11.0763374 10.2981318 9.2373998 12.8923781 6.1884524 8.6646841 0.4247071 -1.1603628 9.4284397 7.4133724 10.3766863 10.1331968 11.1423641 11.0202560 3.0876495 9.9423570 12.7036210 10.8481538 9.9824704 10.8582731 6.3554251 5.3475204 8.3114005 8.8813844 4.6726177 7.8170054 9.0503964 4.5946142 10.0994684 5.6341402 10.6414335 8.8648646 14.3664995 3.1616459 4.0096517 10.3817897 9.4727203 9.9824704 11.3532061 10.5297232 8.0071434 6.0491777 11.3952729 9.0083972 14.8038178 8.1209828 10.4128990 -0.1602016 7.8091404 7.9058142 NA 8.7719400 9.9449789 9.5744348 5.3943152 7.5086101 NA 12.2403378 0.8397178 11.0769351 9.7541103 9.5684960 -0.1602016 11.7070039 8.7630526 8.9869302 3.5946083 10.3871017 12.9153714 10.8627864 10.7189255 11.8092916 11.0763374 9.8648648 9.5539708 7.2406044 9.4125392 10.2981318 10.6251776 3.7939167 12.2683470 2.5401761 4.3943152 6.1884524 6.1616539 11.8734923 10.1303201 11.1759527 9.2395372 10.5170044 10.0503965 1.4247071 -0.1602016 NA 7.1502926 10.4788759 9.9619060 0.8397178 8.7238957 11.6261990 7.5086101 8.4871836 TCGA-B3-4104 75 0 NA 1049 kidney stage ii t2 nx m0 male 2010 NA NA NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 1 NA NA NA 4 3 5 3 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 7 0 0 0 0 0 4 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 1.872705e-06 5.895554e-07 20 38.5714285714286 2.85714285714286 32.8571428571429 5.71428571428571 9.2261077 9.2276145 10.5605421 9.9917311 12.3293571 7.6320719 9.8795296 NA 10.7436928 13.0296889 6.9310625 14.4304591 9.7394743 6.1817128 9.9567278 6.5998563 10.2291196 -0.6762264 10.7836764 3.5716647 2.4936473 8.8648293 11.6719074 10.2866286 9.4257083 8.0752764 11.1789904 10.9161896 8.7604442 10.6696922 8.6068208 11.2002496 12.1326968 10.7267446 11.2392385 14.7390452 8.3012127 0.01726400 0.01405100 -0.00989420 -0.98421000 -0.03857800 0.00152550 1.61180000 0.00889200 0.01223300 0.01712400 -0.19637000 0.00346870 -0.15797000 -0.01849000 -0.98632000 0.00124810 0.00124810 0.67976000 -0.02315500 -0.59136000 -0.59136000 0.00000000 0.00000000 -0.00055444 -0.00526100 -0.02975300 -0.01656700 -0.00207840 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 0.126 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 0.126 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 5.3460988 7.0172193 11.1258450 4.1310873 0.9086592 9.0171848 11.0159122 NA 9.2155163 6.9161900 2.3237447 0.9086592 10.6651236 4.4936601 9.2603706 7.6718411 2.1310956 3.3237303 8.6479131 10.7441613 9.6911473 12.4788671 3.1310956 9.5680963 5.6456613 9.7697820 2.3237447 1.6456556 8.4607237 8.4936577 10.0811226 3.5716647 9.0154761 8.8531633 9.5811203 5.9819440 0.3237736 10.6790837 4.5716586 1.6456556 8.0584421 8.0907915 10.3031578 3.4464018 10.1367120 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 10.226108 15.272967 4.277925 4.533183 9.091917 10.783676 6.542902 9.926432 13.519950 7.989069 11.146303 8.760444 13.143413 2.131096 1.645656 4.411196 1.908698 10.739474 7.659123 7.689924 10.8754408 11.8771219 11.0250390 0.3237736 9.7635635 11.8826316 12.2061846 10.9494414 9.8443513 7.6724607 6.8315277 8.0819558 6.4426732 8.6186520 8.1692225 8.1817138 6.5036413 9.1359098 9.6680285 10.9743356 9.6240852 13.1141829 3.2306181 6.7913387 9.9657843 10.4886395 8.8590079 11.5200273 12.0115456 10.7666761 6.9819440 10.8065405 9.5763980 13.8615577 8.6134749 10.5017749 NA 7.5932798 7.7666760 12.4726858 8.8472945 10.3978741 8.8185282 4.5331833 5.3681258 0.3237736 12.9224830 0.3237736 8.1018097 10.5036417 9.8754408 0.9086592 11.5184895 9.6768795 10.1715729 5.5331864 10.7262118 12.4560716 8.8648293 10.3891487 13.5199505 7.9890686 10.2433409 8.8512096 4.9086928 9.0586961 11.1463034 10.8344967 4.9961582 12.3149001 3.9675929 5.8783207 2.1310956 7.8035131 13.5086854 10.1910113 10.2492870 10.0448318 11.1335007 11.1502811 1.3237159 2.3237447 2.7831633 8.1077459 10.9587886 10.0154761 0.3237736 6.3898215 11.8245745 6.9236460 7.7872568 TCGA-B3-8121 48 0 NA 379 kidney stage i t1 nx mx female 2011 NA no NA kidney papillary renal cell carcinoma NA NA black or african american not hispanic or latino 1 1 1 3 1 3 5 3 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6.242351e-07 1.387189e-07 4.54545454545455 27.2727272727273 22.7272727272727 31.8181818181818 13.6363636363636 9.0647942 9.1560623 12.9801659 10.8259927 11.5247611 7.5502212 8.6293366 NA 10.2911770 12.2118019 10.6736035 8.1861479 9.2009589 8.2779034 9.0485092 7.9892435 9.7317827 -0.8719706 13.3788249 0.7130799 7.3179805 11.6384260 11.2846092 12.1164860 13.0679192 9.9775614 9.9744302 9.9403337 8.6846624 10.4210532 9.1725505 10.8696234 11.5612201 10.3080655 10.6164987 14.3918290 7.4458856 0.0070826 0.0070826 0.0031910 -0.0127130 0.3789100 0.3789100 0.3505500 -0.0036940 0.0070826 0.0070826 0.0070826 0.0031910 0.0034687 -0.0199430 -0.0127130 -0.0049844 -0.0049844 -0.0071958 -0.0056757 -0.0037395 -0.0037395 -0.0063668 -0.0063668 -0.0134020 0.3593700 -0.0336770 -0.0336770 -0.0305140 0.000 0.000 0.000 0.000 0.000 0.000 0.382 0.000 0.000 0.359 0.359 0.351 0.351 0.000 0.000 0.000 0.000 0.000 0.000 0.359 0.359 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.379 0.379 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.382 0.000 0.000 0.359 0.359 0.351 0.351 0.000 0.000 0.000 0.000 0.000 0.000 0.359 0.359 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.379 0.379 0.000 0.000 0.000 0.000 0.000 0.000 10.6970625 11.1218024 12.7289985 6.9799053 5.2980827 8.9770297 10.8432604 4.1725515 8.3831850 3.8286011 6.8560769 3.7131239 10.3740120 4.7428686 9.3509513 7.1938683 -0.8719706 5.9355116 9.5886123 14.0373036 9.3641706 11.9286519 6.8285960 8.1477473 6.2366801 9.9467385 2.7131239 6.6119720 8.4901000 11.0350470 10.3012088 3.0350432 8.3996193 9.2625828 10.7547780 8.4768847 NA 9.4635466 5.3760854 5.1664182 8.0440356 10.1241990 10.2248715 2.7274849 11.7401563 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 9.0380495 13.1399951 9.3605772 7.3130318 9.1942454 13.3788249 8.2288187 9.0910524 12.2974551 11.1214486 9.6129792 8.6846624 12.9015016 6.5460085 7.5669483 0.1281614 NA 10.0229742 7.2156194 10.3832498 9.8897076 11.6069260 10.9233843 3.9861378 9.7738147 12.2222340 11.0986218 10.2334101 10.8229495 6.5544216 6.6980115 9.0794410 9.7336358 5.8657085 8.0765238 8.9290563 6.2880281 10.2029668 3.9861378 10.3689477 9.2129647 16.0535833 7.4135585 7.0997002 10.8462611 9.6028762 9.3497434 11.3861334 10.6789032 8.9578792 5.4135602 11.2298038 9.3878997 14.1004631 7.9848929 10.2747250 NA 7.9066603 9.0305314 -0.8719706 9.1139984 9.9443400 9.1955907 7.3130318 8.7280691 NA 11.9710959 3.2156165 11.1125748 10.5454815 9.9547048 NA 11.0544524 8.8111508 9.4478286 2.1281614 10.2340649 12.5552072 11.6384260 11.1161309 12.2974551 11.1214486 10.0514839 9.1888524 7.3713306 9.9754878 9.6129792 10.5586089 8.2049721 12.6607558 2.7131239 5.8696222 6.5460085 6.6359517 12.1358845 10.2399441 11.0054405 9.5937228 10.5285022 10.1040043 4.4135602 -0.8719706 NA 8.2482905 10.9483593 9.8946853 2.7131239 8.5247611 11.7957115 7.5031961 8.3949428 TCGA-B3-A6W5 43 0 NA 309 kidney stage i t1 nx mx male 2013 NA no NA kidney papillary renal cell carcinoma NA NA black or african american not hispanic or latino 3 4 1 1 2 2 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 8.323135e-07 2.774378e-07 15.625 34.375 12.5 25 12.5 9.066168 7.575984 14.261601 11.236753 10.936854 6.736302 8.372321 -1.443791 11.015569 12.260297 10.829023 9.552867 9.548624 10.260729 7.980559 7.287712 10.718785 NA 13.567402 4.622485 2.948713 11.752842 11.604749 11.867006 12.903946 9.516395 9.303747 9.272355 8.076029 10.977406 8.736302 11.176842 11.651296 10.800757 10.197994 14.069010 6.770713 0.68552000 0.68552000 0.71754000 -0.01009400 1.45100000 1.45020000 0.73057000 -0.00041585 0.68552000 0.68552000 0.68552000 0.71754000 -0.00609040 0.01558700 -0.01009400 -0.01587900 -0.01615900 -0.09762700 -0.00537450 0.00083195 0.00083195 -0.00567570 -0.00567570 0.02258500 0.75089000 -0.02739800 -0.00716050 -0.00013862 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 6.0720929 10.9078847 11.9259907 6.0641887 2.6438562 9.5187615 11.2702094 4.8783232 7.1109823 4.4871326 3.6438562 2.1413674 9.6770979 5.0799541 9.3121156 6.7116160 0.5564049 5.4512111 9.6298655 14.5625603 8.6265143 11.7409588 6.8417958 9.5994206 6.9615354 10.1427640 4.5336755 9.0877747 8.8126022 9.1413559 11.2951189 0.1413020 6.8692767 8.2995446 10.4974409 3.3637458 NA 9.3524330 7.3669647 4.3335525 7.8692761 9.8667448 10.2796276 4.7552829 12.9985185 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 9.370175 13.285749 10.086800 5.141355 7.411262 13.567402 8.839482 8.744982 11.914358 10.164186 7.790013 8.076029 12.680595 5.804322 8.912845 3.765842 NA 10.423286 6.726319 10.478130 10.5098623 11.7124764 11.0838703 2.0158187 9.1100226 12.2118123 10.3560797 10.8403499 9.5003733 6.5953127 5.6224824 9.2481368 8.4496951 6.1111357 8.3733768 9.5863707 6.1857496 9.4474176 6.3508084 10.3677680 8.9281701 14.7498032 2.8043221 7.0482460 10.5383174 9.5308080 9.5627194 11.1731719 9.5171194 9.3402102 3.7263190 11.7370795 9.2832331 14.4154185 7.6589726 10.7496107 NA 7.8689361 7.6438562 0.8782937 8.6412017 9.7499187 8.8452595 5.1413551 6.3701747 NA 12.1142160 4.2843142 10.4116512 10.7505346 10.6014704 -0.4435951 10.8217154 9.2402652 10.0617087 4.2002532 10.5250601 12.0875311 11.7528418 10.6818069 11.9143577 10.1641860 10.2345533 8.6035173 6.9227152 9.7426872 7.7900128 10.1214954 0.8782937 12.8244967 1.7263081 6.3508084 5.8043221 5.2146067 11.8250815 10.9546026 11.3906669 10.0863119 10.0019255 10.0858239 0.5564049 0.1413020 NA 8.4446646 10.4806120 9.2437690 0.5564049 8.6130310 11.7617284 6.8137812 7.3475558 TCGA-B9-4113 64 1 1536 NA kidney stage i t1 nx NA male 2002 NA NA NA kidney papillary renal cell carcinoma NA NA black or african american not hispanic or latino 2 NA NA NA 2 2 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.387189e-06 4.855162e-07 5.35714285714286 19.6428571428571 12.5 39.2857142857143 23.2142857142857 8.853996 7.689609 13.388117 10.899416 11.296658 6.914617 9.119686 -1.416192 10.582291 12.902455 10.801961 9.465579 9.709114 10.627070 8.705234 7.172416 10.513329 NA 14.848766 4.490589 4.466347 10.638644 11.723645 12.071164 11.920207 10.804986 9.621934 10.258776 8.355190 10.871413 9.665850 10.721972 11.384601 10.323481 10.665517 15.218427 8.626112 0.01326600 0.02090300 -0.00912860 -0.00963490 1.35730000 1.36060000 0.68161000 0.00624810 0.01326600 0.01502800 0.02090300 0.00152550 0.00694350 -0.01398800 -0.00963490 -0.01300300 -0.00921950 0.00805670 -0.01231800 -0.00069303 -0.00069303 -0.00199220 0.00069327 0.00319100 -0.00648130 -0.06652000 -0.03043600 -0.00926660 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 0.140 0.140 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 0.140 0.140 7.153556 10.649790 11.897151 7.142121 4.993090 9.933358 11.156401 2.490596 8.799234 4.692226 5.075554 3.537892 10.461127 3.753626 8.923551 7.652935 1.168642 6.702642 9.210322 13.625391 8.823299 11.912235 7.444788 8.386217 7.348572 9.976018 4.391053 3.905630 7.671164 10.100878 10.238784 2.043134 9.225752 8.211235 10.611261 6.378116 1.753605 9.316716 6.059433 6.182647 7.936848 9.479617 9.471683 4.877769 12.881013 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 8.789494 13.383589 9.458682 6.628096 7.368335 14.848766 8.392665 8.649790 12.145705 10.505542 8.954388 8.355190 12.977426 7.259658 8.780917 -1.416192 NA 9.169602 7.822106 9.432926 10.1559272 11.4956544 11.3709911 3.1686581 9.1696021 12.3327321 10.8307381 10.0240508 10.4800331 7.1611299 6.4102495 9.1761577 9.5232799 2.8452291 8.2329567 9.2002496 4.9235486 9.7058815 6.0994004 10.5196023 9.2365457 15.7362331 4.6497879 5.3650591 10.8390244 9.7778420 8.4038795 11.3970811 10.4094545 8.9112533 4.8691015 11.4536800 9.0181829 14.3013236 6.8266845 10.4571449 NA 7.9544534 8.6239905 -0.4163846 8.5055416 9.8580788 9.3867825 6.6280955 8.1780254 NA 12.0463308 1.1686420 10.9349160 10.4046774 10.2962277 0.1686420 11.8704028 8.7321773 9.2057524 1.3910528 10.5092551 12.4818297 10.6386441 10.4366203 12.1457046 10.5055416 9.6631856 8.6605162 7.1910306 8.9844307 8.9543880 10.2680110 4.8316290 12.1514192 0.5837116 4.0099652 7.2596576 4.7536259 12.0909998 10.3335701 11.1805892 9.4965900 10.5125892 10.2966575 -1.4161921 1.1686420 NA 7.3937585 11.7857005 8.8644716 0.1686420 8.1554533 12.0730469 7.6389832 8.7980197 TCGA-B9-4114 49 0 NA 857 kidney NA t2 nx NA male 2009 NA NA NA kidney papillary renal cell carcinoma 30 1989 black or african american not hispanic or latino 1 NA NA NA 1 2 4 1 NA NA 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.629947e-06 6.242351e-07 5.88235294117647 25 11.7647058823529 29.4117647058824 27.9411764705882 7.329257 3.437840 14.968761 10.502204 10.660488 6.333141 9.146941 3.186295 10.423794 12.459429 11.277294 9.476099 8.718795 10.604152 7.655069 8.201250 10.716195 NA 13.367097 1.601316 1.963918 11.487033 11.544457 11.119850 12.444024 10.677771 8.743809 9.527845 7.177687 10.570415 8.985041 9.841106 9.776976 10.857714 10.362413 14.352462 8.274166 0.0100570 -0.0120830 0.6051000 -0.0185770 0.4652500 0.4652500 0.6314100 -0.0106840 0.0100570 0.0100570 0.0156380 -0.0089401 0.5892500 -0.0152780 -0.0185770 -0.0146580 -0.0239260 -0.0104580 -0.0119340 0.0100570 0.0100570 -0.0121700 -0.0088021 0.0103360 0.5758300 -0.0122500 -0.0122500 0.0096394 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 0.174 0.174 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 0.174 0.174 6.3096819 10.9255175 12.0886028 7.0931904 5.3638369 9.7486799 11.2495661 2.8814493 7.7187945 4.1515341 6.3096819 4.3175429 10.1967436 4.0793866 9.1460254 7.5530379 1.3789555 7.3600359 10.1911218 15.5861048 8.8840945 11.9615570 7.1733603 10.2312139 2.7939791 9.3817594 NA 6.5013404 8.7481784 9.4628670 12.4565391 2.7939791 8.1293722 8.5047884 10.4624238 6.3408773 0.7940207 8.4378382 3.2534145 6.7119505 8.2265239 9.3715336 10.0179837 3.7332133 12.7150828 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 9.0701065 13.2281541 10.1170368 6.0323874 8.5269972 13.3670966 10.1164735 7.8246489 12.4741217 9.3761239 10.2564842 7.1776866 12.6130634 5.3175429 7.9411867 1.1158989 -0.2060625 10.6914494 7.8492643 8.9357697 9.0155692 11.0750427 11.1260185 -1.2058961 8.8080024 11.4201473 9.8031108 10.5060790 9.9595172 6.5687694 5.7128461 9.9155155 10.5505383 3.9554709 7.6735649 9.7604874 5.5753426 8.8301555 6.6457305 10.1282552 10.5346061 16.3350105 4.8814444 6.9588891 9.2948238 9.1147827 9.5193483 10.7833765 9.7001210 6.5286916 5.9538542 10.1085652 8.5047884 14.7849723 6.3063662 10.1288139 -1.2058961 7.6766553 8.4593181 0.3789555 6.3331410 9.5973058 8.8814447 6.0323874 5.8492637 -1.2058961 11.1290931 4.4664053 10.8992358 11.2707282 10.5060790 -0.2060625 10.8482471 7.9664097 8.5013412 0.3789555 9.9005449 11.9113004 11.4870333 9.3647865 12.4741217 9.3761239 9.6519630 7.4839802 6.3864385 8.4687568 10.2564842 8.7187945 4.1863025 12.8394857 1.3789555 3.8383770 5.3175429 2.4944156 11.8782921 11.1972604 11.8796204 9.3146007 9.9193955 9.7423492 -1.2058961 -0.2060625 NA 7.9151528 11.1997909 7.6237045 1.7939791 8.5471988 11.8218880 6.9232645 7.5184958 TCGA-B9-4115 53 0 NA 803 kidney stage i t1a nx NA male 2009 NA NA NA kidney papillary renal cell carcinoma 15 NA black or african american not hispanic or latino 2 NA NA NA 2 2 6 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9.01673e-07 4.161568e-07 2.63157894736842 26.3157894736842 7.89473684210526 44.7368421052632 18.4210526315789 8.121123 4.375901 13.094193 10.423876 11.027543 6.346033 9.363507 2.145612 10.599034 12.274690 11.229391 9.038557 8.201722 10.226935 7.966766 6.467534 9.890698 NA 14.972414 1.767104 4.489562 10.772999 11.963161 11.766812 11.969095 10.449737 9.046936 9.580875 7.695464 10.762861 9.620091 9.998795 10.239175 10.710488 10.871955 14.492417 8.350823 0.00527490 0.00652620 0.07571500 -0.01139800 1.19810000 1.19810000 0.61643000 0.00083195 -0.00568960 0.00652620 0.00652620 0.07673900 -0.01174900 -0.00539920 -0.01139800 -0.00678130 -0.00678130 0.00413350 -0.01202400 0.00041593 0.00041593 -0.00304750 -0.01050800 0.00473470 0.01181800 -0.02384000 -0.02384000 -0.00221680 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 5.625075 11.647749 12.178605 5.837484 3.968727 10.053088 11.767516 NA 7.978495 3.399363 3.767093 4.594913 10.362336 5.422445 9.214177 7.222881 1.030124 6.484085 10.646677 15.604009 8.295352 12.408152 6.879794 9.461277 5.776083 8.768220 -0.554909 6.015020 8.105162 8.849243 11.857185 2.532616 9.017866 7.918872 10.129037 5.290657 4.399363 8.912771 7.685957 6.128652 8.317071 10.005422 9.871955 3.910809 12.490933 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 9.087217 13.614112 8.792787 5.290657 8.644838 14.972414 9.062633 7.721290 12.909775 9.678785 8.346032 7.695464 12.474108 6.916841 8.020705 1.252537 NA 9.148204 8.018813 9.257752 9.7455182 11.3764571 10.9030594 2.4451705 8.4661454 11.6335999 9.7334550 10.6724807 10.1941970 6.6497362 4.4675338 9.7148767 10.0658437 6.4338508 8.0357526 9.9004928 3.6930966 8.7224530 7.2428273 10.4356242 10.1615564 16.1501972 3.1456122 4.8714297 9.5464847 9.4792768 9.2677364 10.9569183 9.8353345 8.4895598 4.7119519 10.7763625 8.7555399 14.9743674 7.5136755 10.6018807 NA 8.0014420 7.6399224 -0.5549090 6.6150911 9.9667660 8.9682080 5.2906566 5.6739832 NA 11.4567423 1.2525368 10.9465052 10.5233164 10.1434362 -0.5549090 10.8745724 8.8661785 9.4231609 -0.5549090 9.9294851 12.1597331 10.7729989 9.4102283 12.9097752 9.6787853 9.6157166 7.6300406 7.1386527 9.2258776 8.3460323 9.5866342 0.4451970 12.5217307 0.7670615 2.4451705 6.9168409 3.9370148 12.5571978 11.1834690 11.6747355 8.7614472 10.2545318 9.8240023 1.6150867 -1.5546971 NA 8.0916882 11.6693738 8.2281640 -0.5549090 8.8245438 11.8002414 7.4080613 9.6966480 TCGA-B9-4116 75 0 NA 627 kidney NA t2a nx NA female 2010 NA NA NA kidney papillary renal cell carcinoma NA NA black or african american not hispanic or latino 1 NA NA NA 5 3 4 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.491228e-06 5.548757e-07 5 25 10 33.3333333333333 26.6666666666667 9.7358851 6.0525181 12.6874324 11.3923689 12.0283163 7.0138151 9.0395722 NA 10.8671297 12.2695215 9.5515206 8.2224438 9.6473485 8.8168051 9.5371879 7.0006795 10.8335700 -0.3567903 15.6093518 3.5500141 2.3435784 10.8559283 11.9666965 11.5065400 11.5699799 10.3946720 9.9565780 10.6775831 8.5439950 10.6441843 8.6045777 10.9037535 11.7935100 10.4391675 11.2411805 14.0306742 9.7937511 0.0127460 -0.0015731 0.0211340 -0.0093153 -0.0122110 3.0921000 0.0423990 -0.6610800 0.0081302 0.0081302 -0.0015731 0.0040896 -0.0156310 -0.0093153 -0.0093153 -0.0012961 -0.0012961 -0.6904600 0.0045311 0.0034198 0.0034198 -0.6817100 -0.6896100 0.0333590 0.0382980 -0.0108320 0.0249200 0.0462250 -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 6.648753 6.741160 10.677239 5.719945 3.687520 10.686620 10.770477 2.813053 10.129963 6.279752 8.697054 3.450485 9.512059 5.488618 9.728600 7.544839 -1.356975 8.011634 9.593684 11.224331 9.231843 11.185193 8.056756 8.255996 5.676552 11.229499 3.035448 NA 7.276123 8.928530 10.555643 2.228080 7.749037 9.315553 10.424078 7.193875 NA 10.031683 2.965064 5.085408 8.037591 8.722893 10.086071 5.222066 12.821170 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 9.579766 13.216302 9.714590 5.315552 8.679302 15.609352 8.713249 8.889869 13.275726 10.918380 9.797946 8.543995 12.913496 7.437544 7.174509 1.643117 1.643117 9.376991 6.891056 9.435113 10.2158282 10.7061859 12.0716190 -1.3569750 9.6410131 12.6768951 10.6484016 10.7607711 11.2483760 7.7698326 5.9740451 9.6487525 11.2532300 6.4504822 7.9628000 7.7199439 7.3812202 10.0615077 7.1666903 10.8092910 8.2393178 14.2331887 4.8130526 7.9762834 11.3837520 10.2656374 9.2186671 11.7082075 9.9238988 8.7119061 5.4504822 11.5718314 8.7992110 14.2293521 8.2700233 10.6257651 2.1025574 8.1247257 7.4760179 0.9650270 9.0819198 9.4212052 7.8934265 5.3155517 2.8910497 0.2281106 11.1025596 4.5738653 8.5026628 10.6512064 9.4680868 -1.3569750 11.4551047 8.8105463 9.7246114 1.4504855 10.0999958 12.2071584 10.8559283 9.5387032 13.2757257 10.9183795 9.6731053 9.1996341 6.0181668 10.2353841 9.7979461 10.9154662 4.8329508 12.9385382 0.9650270 3.8130526 7.4375440 5.3435677 11.7016271 9.2688367 10.6847871 10.0343716 10.7717668 10.4862639 -0.3567903 NA 2.3435784 7.8030249 11.0179664 8.7555676 0.2281106 8.3539346 12.2160650 8.2224438 9.1449651 TCGA-B9-4117 48 0 NA 14 kidney NA t2 nx NA female 2009 NA NA NA kidney papillary renal cell carcinoma 15 1979 black or african american not hispanic or latino 3 NA NA NA 1 1 4 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 1.525908e-06 3.81477e-07 7.14285714285714 12.5 16.0714285714286 28.5714285714286 35.7142857142857 10.127351 9.970237 13.297849 10.946602 11.715854 7.976153 8.938592 -1.416192 9.572521 12.660234 9.834134 7.067652 9.362734 11.252721 10.506420 8.429326 9.787184 NA 13.733146 5.338724 1.753776 9.933670 11.827475 11.877738 12.953978 10.605163 10.417517 10.552143 9.360269 10.814457 9.240261 11.287523 10.979370 9.983648 10.532203 14.714266 7.908849 0.578090 0.594580 0.577280 0.562050 0.542240 0.541180 1.198500 -0.025085 0.578090 0.582460 -0.698390 0.579520 -0.039122 0.562050 0.562050 -0.037591 -0.041074 -0.025483 -0.036287 0.577550 0.577550 -0.062898 -0.043466 -0.034223 0.575470 -0.025072 -0.025072 -0.058193 0.000 0.000 0.565 0.565 0.000 0.000 1.043 0.000 0.000 0.574 0.574 1.183 1.183 0.000 0.000 0.000 0.000 0.000 0.000 1.165 1.165 0.354 0.000 0.580 0.580 0.580 0.580 0.000 0.000 0.562 0.562 0.000 0.000 0.542 0.542 0.000 0.000 0.000 0.000 0.258 0.258 0.000 0.000 0.565 0.565 0.000 0.000 1.043 0.000 0.000 0.574 0.574 1.183 1.183 0.000 0.000 0.000 0.000 0.000 0.000 1.165 1.165 0.354 0.000 0.580 0.580 0.580 0.580 0.000 0.000 0.562 0.562 0.000 0.000 0.542 0.542 0.000 0.000 0.000 0.000 0.258 0.258 7.8317633 9.7810525 12.8273817 5.8967199 4.3387239 9.3803217 11.3694927 2.1688025 9.2911949 3.4907241 4.6499258 3.9761528 10.1024890 3.7537650 9.4801682 6.9930142 -0.4161921 6.5611153 9.8132555 15.6526056 9.2465043 11.9982568 7.8005816 8.2312942 6.2276929 10.2433858 5.2276910 7.5234153 7.7233872 10.0069517 9.8927436 3.2842772 8.0534774 8.2077172 10.2218191 6.0916300 2.3911903 9.3863523 4.8317658 4.6062053 7.4816816 10.1784591 9.3569750 3.8434814 11.4262490 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 9.5873537 13.2859544 11.0045856 5.9501581 10.0721782 13.7331463 8.0955885 9.2375766 12.2127370 11.3282492 9.7853472 9.3602688 12.8226884 7.1073981 8.6779134 0.5838079 -0.4161921 10.6145030 7.8784568 10.2659965 10.3198149 12.1139983 10.9040723 5.2562596 10.3664246 13.0263906 10.8611232 10.5852441 11.4328499 4.4167249 6.4603527 8.4418167 9.9577885 5.0916321 8.3437240 8.1669188 4.4418154 10.4072031 5.0432658 10.2491718 8.3219281 15.3214529 4.6712990 5.1687985 10.0539863 9.3134565 9.1781604 12.0102316 11.2211400 9.3627344 5.1384254 11.6803863 9.1005207 14.5095293 7.2531109 10.8801785 NA 7.4732487 8.4526584 0.1687704 9.2058876 10.7014790 9.2589108 5.9501581 8.7550127 NA 12.1692679 4.9057649 11.1617367 9.7730427 9.7060168 1.7537757 11.5358490 8.9911037 9.5936645 2.9057552 10.9634850 12.5022332 9.9336699 11.1142421 12.2127370 11.3282492 9.7668509 9.6890896 7.2384716 10.1630527 9.7853472 10.7984585 5.7637462 11.6912164 1.9057745 3.8317658 7.1073981 7.4040150 11.9195053 9.7221077 11.0412167 9.1846780 10.4151431 9.0626056 0.5838079 0.9057360 NA 6.7658331 11.0636010 10.5492594 1.3912178 8.4937290 11.8240309 6.9718528 9.1678587 TCGA-B9-4617 41 0 NA 35 kidney NA t1a nx m0 male 2010 34 NA NA kidney papillary renal cell carcinoma NA NA black or african american not hispanic or latino 2 NA NA NA 2 2 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 1.179111e-06 3.467973e-07 6.66666666666667 13.3333333333333 22.2222222222222 35.5555555555556 22.2222222222222 8.697271 6.858391 13.982060 11.332621 10.792295 6.026663 8.600843 NA 10.085822 12.925147 11.067041 10.429030 9.573629 10.091369 6.717911 8.247164 10.684219 NA 13.220381 NA 2.958917 11.868581 11.128821 12.198793 11.662822 9.819767 9.369615 9.810187 7.809226 10.458151 9.697271 11.014201 11.254246 11.227146 10.171368 13.906612 7.236618 0.0856540 0.0885480 0.8477100 -0.0188240 1.6925000 1.7082000 0.8315700 -0.0677270 0.0755220 0.0885480 0.0600790 0.8280400 -0.0198630 -0.0038779 -0.0188240 -0.0193020 -0.0107840 -0.0040162 0.8572000 -0.0085224 -0.0027707 -0.0221950 -0.0214880 -0.0124500 0.8249400 -0.0636330 -0.0678180 -0.0590000 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 1.708 1.708 0.000 0.000 0.000 0.000 0.345 0.345 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 1.708 1.708 0.000 0.000 0.000 0.000 0.345 0.345 6.1288440 8.1071020 11.5120311 5.5804078 2.9589169 10.0719797 12.9355380 7.5668182 8.2780698 3.9589169 4.3459427 NA 9.9309044 3.7179122 9.3446153 6.4421639 1.2584586 5.8583914 10.9397175 17.7703012 8.6049927 12.3457762 5.7503332 8.6784392 7.4383885 8.0913693 4.4679315 6.7820416 8.2641038 8.8987241 11.7291379 0.2584586 7.4233857 8.2863850 10.3806600 2.9589169 NA 8.4005862 8.3748230 3.7820416 7.6550842 9.8044474 9.6291664 2.8672837 12.6027472 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 9.0100231 13.5487140 10.9388386 5.4082261 8.4944932 13.2203809 8.7220035 7.3670032 12.5163089 9.9623826 8.8092260 7.8092260 12.4965852 1.2584586 8.5893961 -0.7415414 NA 8.7563308 7.0722602 9.7119350 9.3617668 11.7908350 11.0897863 -0.7415414 8.7179108 12.0539100 10.4624388 10.1721166 9.5508006 4.9589169 5.6335184 8.9727245 7.7096904 4.5064052 7.2068464 9.3339583 4.5064052 9.1743585 6.9727248 11.1160714 10.4606029 15.1748951 2.0658480 2.2584888 10.5473451 9.5016531 9.4044112 11.3191750 9.7260846 8.5713621 5.7179094 10.5571145 8.7976379 15.4895127 6.6870901 9.9571838 NA 7.5415675 8.1195658 NA 8.1008295 10.0577607 8.4056840 5.4082261 4.7179122 NA 12.3480951 0.8434211 9.3419584 11.3228850 10.4202408 -0.7415414 11.0597833 7.7583252 8.7281209 4.8731882 10.1892165 12.4590712 11.8685811 9.8415618 12.5163089 9.9623826 10.6105225 7.6805438 6.6507961 9.0130158 8.8092260 9.9131152 2.5804108 12.9253688 2.0658480 1.5803867 1.2584586 4.6160283 12.1449378 10.8910199 11.4208704 9.7281209 9.5252655 10.5064066 -0.7415414 0.8434211 NA 8.3670298 10.7925923 8.1411221 -0.7415414 8.5369287 10.7844892 6.9095307 7.9554465 TCGA-B9-5155 71 0 NA 665 kidney stage iii t3a nx NA male 2010 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 3 4 2 2 2 2 3 2 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 2.427581e-06 6.935946e-07 2.1978021978022 23.0769230769231 30.7692307692308 31.8681318681319 12.0879120879121 9.3815099 9.3986078 13.8184176 11.2084857 11.5792199 7.4818253 8.8624678 0.9323636 10.6408704 12.9603824 10.3466941 9.5816175 8.3502139 11.6986141 8.3711533 6.7397158 10.9540353 NA 14.5028693 NA 2.3474105 11.1814747 12.1883065 12.8154500 12.4666642 10.1869963 10.1401890 9.1047887 8.9876438 11.0439317 9.4295478 11.3182237 11.5215443 10.7678854 10.7775899 15.1286816 6.9519526 0.0193630 0.0193630 0.7719500 -0.0011087 0.7831100 0.7831100 0.7898700 -0.0019399 0.0193630 0.0193630 0.0193630 0.7719500 0.0000000 -0.0011087 -0.0011087 -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 0.000 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 2.932364 9.614771 12.568759 5.358625 -1.652448 9.030806 12.117340 5.486949 8.434862 2.047852 2.047852 3.102289 10.206569 4.651178 9.179498 7.554706 -1.652448 2.739719 9.371153 13.461329 8.159576 11.712217 5.969450 7.275177 6.984023 9.129578 -1.652448 7.651179 8.058205 6.434862 10.710986 -1.652448 6.248265 6.847244 10.164782 4.790345 NA 9.038270 5.790342 4.369767 7.748278 9.060089 10.128349 2.129811 12.217905 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 9.236142 13.770416 8.993057 2.347411 9.538458 14.502869 9.301595 10.000244 11.845251 10.611548 9.532274 8.987644 13.387774 5.969450 8.801698 -1.652448 NA 9.517324 7.735416 11.193708 9.52606372 11.51497373 11.05108608 -1.65244772 9.40741904 12.69238812 10.79474036 9.97356407 10.51763681 6.80683056 3.15476141 8.94078986 6.76102725 4.27813347 7.72894155 9.04262710 3.66932163 9.99125497 7.01273515 10.47087358 9.49460362 12.25278578 -0.06763641 5.58580383 10.63366778 9.78150578 9.57621751 10.99373245 9.52294829 9.19053461 4.12875531 10.86112639 9.39588561 15.03885607 6.30113033 10.66198202 NA 8.05715455 5.91725511 -0.65267451 9.33252915 9.99305726 8.75996872 2.34741054 2.59533656 NA 11.92033581 1.15477761 8.51857566 10.54461550 9.78515082 NA 11.48982499 8.99845053 8.67719496 3.39179521 10.14546552 12.50671829 11.18147475 10.10312097 11.84525061 10.61154809 9.87780513 9.47152017 7.70274965 9.33846007 9.53227410 10.22736480 0.34743889 12.88358527 -0.65267451 1.34738219 5.96944984 5.84724531 11.92305619 10.19014197 10.99777740 9.04001431 10.86728067 10.19719482 NA 2.73971851 -1.65244772 6.93119609 9.51048866 9.45134219 -1.65244772 8.64775125 11.54169395 7.19288851 8.09559165 TCGA-B9-5156 51 0 NA 1338 kidney NA t1a nx NA male 2010 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 3 1 1 1 1 2 2 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.629947e-06 5.895554e-07 6.06060606060606 16.6666666666667 27.2727272727273 28.7878787878788 21.2121212121212 9.0096414 9.9382299 13.5094584 11.1661893 11.4598383 7.6965120 8.8073932 -0.5911795 10.3450692 12.9219717 11.2538973 8.0598511 8.7870942 10.2507567 8.4667911 7.3659016 10.4228198 NA 14.3752372 -1.5911795 4.8845344 10.9657843 11.3493717 12.4049197 12.5390481 10.1732563 10.3321269 8.5762175 9.2145433 10.7315725 9.3164411 10.8418631 11.8328344 10.7094379 10.6697189 14.2241326 6.1787684 0.01447000 0.01447000 0.58399000 -0.00401620 0.58865000 0.58775000 0.55992000 -0.00553750 0.01447000 0.01447000 0.01447000 0.58399000 -0.00207840 -0.00401620 -0.00401620 -0.00609040 -0.00790320 0.00069327 -0.01133500 0.00000000 0.00000000 0.00055459 -0.00083160 -0.00373950 0.57362000 -0.03217800 -0.03217800 -0.02466100 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 0.120 0.120 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 0.120 0.120 6.4802619 10.7663513 12.8340152 5.3629958 3.0526593 9.1914045 10.5572759 0.9937830 8.0417944 2.8682324 5.8350651 2.6567252 10.3427665 5.6661885 9.1187446 6.9322833 -0.5911795 5.5277397 9.5477110 16.1858942 7.5251433 12.0878395 5.7486491 8.3291523 5.1901605 11.6641230 NA 8.2990637 8.4186281 9.9406682 10.7586334 2.6567252 7.1092394 7.6708941 10.2381256 4.2161522 2.9323636 9.2983032 6.9479583 1.7307486 7.7707432 9.0897126 10.1802887 1.4945692 12.2289104 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 9.716000 13.173153 11.552183 5.766351 10.208890 14.375237 8.577472 9.418628 12.421686 10.475898 8.777306 9.214543 12.893182 5.924499 8.494936 NA -1.591179 8.589951 6.397485 11.164782 9.9547291 11.1771905 10.9942314 2.9937649 9.3860793 12.6432426 11.1405426 10.6096979 9.8931187 6.4200259 4.7486491 9.8651538 10.1148636 7.3449661 7.4667911 8.5342130 4.8350651 9.8981456 7.0812246 10.7671758 8.7182757 15.2158523 2.5787214 6.6849239 10.9148589 9.5445086 9.8865576 11.3812407 9.7811203 9.1418147 4.0526593 10.9819731 9.4962622 14.4854897 8.1020949 9.9762801 NA 7.4930500 7.9843387 -0.5911795 9.2361419 9.6889902 9.3036171 5.7663513 7.5509061 NA 11.2669747 0.4088205 11.0957375 10.6641230 10.0035904 NA 11.1802888 8.7685489 9.4031527 2.4962578 10.2329625 12.9431022 10.9657843 10.3321269 12.4216857 10.4758975 9.9313808 9.8245411 7.1502662 9.4816354 8.7773060 10.5261177 -1.5911795 12.8444045 0.7307486 5.9556941 5.9244990 6.6279672 11.8112785 10.6726553 11.2305733 9.4862828 10.5390481 10.0571569 0.7307486 4.0526593 NA 7.9283372 9.8948299 9.3846474 0.7307486 8.4896168 11.3483786 6.1901585 9.1256188 TCGA-B9-7268 59 0 NA 671 kidney stage ii t2 n0 m0 male 2011 NA no NA kidney papillary renal cell carcinoma 3 NA white not hispanic or latino 4 4 2 2 2 2 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.075072e-06 6.242351e-07 4 20 22 34 20 9.2425153 9.3377530 14.5329478 11.2607644 11.7550043 7.7198050 7.3439221 2.9907915 10.3613092 12.8779559 10.6277108 9.5757588 8.7826104 11.3606116 8.2203841 7.1892899 11.1790389 NA 13.7118954 0.6688453 2.1542916 11.6527167 11.8977757 12.7743838 12.3324262 10.5346013 9.9961962 9.2126732 8.9449925 10.3793302 9.3651403 11.0913534 11.8265940 10.9356546 10.5137308 13.9263443 6.5115961 0.0153080 0.0153080 0.7833100 -0.0175290 0.7666500 0.7781000 0.6717800 -0.0333880 0.0153080 0.0153080 -0.0179410 0.7563100 0.0109820 0.0000000 -0.0175290 -0.0037395 -0.0037395 -0.0273980 -0.0312230 -0.0232920 -0.0232920 -0.0117490 -0.0331100 -0.0486130 1.3907000 -0.0935350 -0.0935350 -0.0974950 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 3.3469427 6.1018265 12.3673123 5.0473813 0.6688453 9.6718013 12.6626556 9.8497718 8.2702673 4.6137261 0.9319099 3.2049232 10.0856360 4.4344014 9.3954268 6.8344180 1.1543240 3.8705028 9.3602626 16.1814426 7.3637484 11.8253304 6.4554637 8.0421682 6.1084910 9.2249910 0.9319099 7.0884066 8.7552698 9.0167108 11.0120538 1.1543240 6.3184832 7.3069421 10.8061154 3.9616511 NA 9.1853562 5.3803624 3.4164750 7.9129941 8.7613504 10.0233378 2.3895943 13.0342183 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 9.1217270 13.6829234 9.4580756 1.9319099 9.4787969 13.7118954 9.1282996 9.6609568 11.8436690 10.4137020 6.8744171 8.9449925 13.2623526 5.2658044 8.8646093 -0.6531282 -0.6531282 9.7679528 7.0158254 11.2327241 9.96807606 11.70819840 10.82873939 0.34698525 9.32850731 12.53413740 10.91892956 10.23872370 9.81607293 4.32422016 1.51687244 8.88415831 7.84279471 4.25383047 6.95796450 9.50049197 3.99080060 9.71708243 6.24780602 10.01138731 9.71871660 13.83869915 2.59485903 4.99079606 10.73280238 9.30621757 9.19321387 11.43506566 9.72685982 9.28798750 1.51687244 11.19966455 9.26633211 15.24304766 8.50584013 10.15228079 NA 7.51003621 6.22958216 NA 9.42642474 9.89238723 9.04468072 1.93190994 4.43440138 -0.06809006 12.12316738 1.15432396 8.36235504 10.64012425 9.74461456 1.93190994 11.55486945 8.40763572 8.99259851 1.51687244 10.08503221 12.89051561 11.65271674 10.15107097 11.84366895 10.41370197 9.83025200 9.57756101 7.73064403 9.11827250 6.87441707 10.14662633 1.80636531 12.91162538 -0.65312819 0.34698525 5.26580442 5.61372612 12.19800578 10.73898902 11.45840174 9.43440284 10.45121111 10.26468502 -0.06809006 NA NA 7.26308794 10.05086951 9.43440284 1.93190994 8.66435270 11.07017429 6.88997236 7.10516367 TCGA-B9-A44B 70 0 NA 361 kidney stage iii t3b nx NA male 2012 NA no NA kidney papillary renal cell carcinoma 15 NA black or african american not hispanic or latino 3 5 1 3 3 1 4 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 4 0 0 0 0 0 6 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 6 0 0 0 4 2.670339e-06 7.976338e-07 10 19 19 31 21 8.5220353 6.2311866 13.8754167 12.1315577 10.4908904 6.1078029 7.3502966 NA 9.6765738 13.4888827 11.1400459 10.6447443 8.7882883 11.7562893 7.0008879 6.2891336 8.9461068 0.8854182 12.5828129 4.8854133 2.3004459 11.2433294 11.2340505 11.2979807 10.6760308 10.7002603 8.7902964 9.6201205 6.7842645 9.8550373 8.6087874 9.6302447 10.7108997 10.7188281 10.6738573 13.0604406 7.3995856 0.29361000 0.27761000 0.15438000 0.00891800 -0.00038992 -0.00038992 0.10631000 -0.39717000 0.29361000 0.27761000 0.29331000 -0.32121000 -0.09179200 0.10690000 0.00891800 -0.93162000 -0.46587000 -0.01131000 -0.91189000 -0.91395000 -0.91395000 -0.09324600 -0.09324600 0.02235600 0.91455000 -0.91345000 0.13897000 -0.40427000 -0.912 -0.912 0.134 -0.296 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 0.154 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 -0.912 -0.912 0.134 -0.296 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 0.154 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 4.207338 10.170813 11.118631 5.548375 3.622380 8.859290 10.431019 2.759880 7.820084 4.300446 3.692762 NA 8.879764 5.183089 10.256098 6.274519 1.300475 8.303263 8.398480 16.319203 10.113428 10.082628 5.387910 8.251733 5.972874 10.123816 3.387914 9.167727 8.638070 8.841545 10.753719 1.885418 5.509902 9.229707 10.543622 7.997416 1.300475 9.018125 9.235613 5.665197 8.393206 8.443883 9.505020 4.004771 11.822071 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 7.6535953 13.1187309 10.4122361 3.2073463 8.3745900 12.5828129 7.6580001 8.2222892 12.3092271 10.3248955 11.2480853 6.7842645 12.2762963 5.6754885 8.0112547 -0.6994662 -0.6994662 9.4716252 6.6491771 9.3963860 8.9568733 11.5477826 12.0553359 2.6223682 8.3905606 11.0086701 10.7877859 10.9961117 9.8674537 7.5858504 4.6927675 9.7013278 8.3116757 6.4498915 7.3228160 8.1110198 5.5099017 8.8531174 7.8240104 9.6502824 9.3200392 13.6621866 3.0008834 9.1830914 11.0389629 9.8082430 8.0486411 9.5171942 9.6257538 9.3799332 6.8703043 11.0181248 9.7588550 14.1965915 9.4599539 9.6019446 NA 7.4356444 6.9657843 3.7598802 7.9114729 9.3172566 8.7537188 3.2073463 0.8854182 NA 10.4089728 NA 11.7544906 11.1404395 10.7721236 0.3004166 11.6013729 7.9693336 8.5601918 1.6223682 9.2118404 11.0628304 11.2433294 8.8531174 12.3092271 10.3248955 10.0427579 7.0078077 5.6223769 10.0963988 11.2480853 9.6927658 0.8854182 14.1949346 3.2073463 3.3004459 5.6754885 4.3879139 11.4112579 9.8072519 10.0069444 9.8483068 9.3678828 10.0121154 NA NA 0.3004166 7.3043878 10.9076492 8.0008879 4.8854133 9.2043303 11.5421337 3.8854084 6.5483765 TCGA-B9-A5W7 47 0 NA 585 kidney stage i t1a nx NA male 2012 NA no NA kidney papillary renal cell carcinoma NA NA black or african american not hispanic or latino 4 3 1 1 2 2 6 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.080784e-07 3.467973e-08 57.1428571428571 0 0 42.8571428571429 0 8.752232 8.551429 14.950401 10.616093 11.011604 7.166083 8.961829 2.752235 10.420558 13.154347 11.578948 9.805801 8.788551 11.619674 8.330853 7.452672 10.654052 NA 13.680049 1.504315 2.752235 10.767281 11.325832 11.706888 12.586537 9.754011 9.106076 9.248298 8.313269 10.379670 9.399123 10.647050 11.575264 10.886929 10.226258 14.304219 6.374546 0.0107030 0.0034052 0.0080567 0.0000000 0.8714900 0.8714900 0.8319600 -0.0269880 0.0051825 0.0051825 0.0034052 0.0080567 0.0104240 0.0000000 0.0000000 -0.0008316 -0.0008316 -0.0083005 -0.0120240 -0.0091286 -0.0091286 -0.0173910 -0.0173910 -0.0198980 0.8486900 -0.1128200 -0.0802660 -0.0614200 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 5.6842128 10.7489660 12.3187872 4.9961582 3.9961537 9.6270486 12.8602753 7.7234732 7.9698711 4.8262332 6.0041508 5.1908045 10.3295181 4.0892693 9.3084360 6.9901743 0.5042644 5.7989267 8.6565897 14.8350098 7.8815154 12.0768867 6.4409422 9.7775177 6.5541529 9.6879402 1.6742346 8.5252847 8.7769347 9.2913911 11.4547186 -0.4957356 6.3052045 8.1153298 10.5555137 3.5917632 -1.4957356 9.0347112 7.2457714 5.1540647 7.8530332 8.9753806 10.3124646 3.3101074 12.0452453 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 8.886929 13.799428 11.560773 5.324483 7.393048 13.680049 7.835222 8.810367 12.554664 10.486942 7.365392 8.313269 12.729060 5.996158 8.920047 -1.495736 NA 9.526673 7.383888 9.337250 10.12269032 11.49865826 11.29241137 0.82619254 8.84860072 12.17130545 10.46249501 10.39988009 9.76581219 6.24577135 4.52666981 9.98610427 11.54219492 5.11901580 7.08550539 9.03178197 4.82623322 9.48301522 6.78970708 10.48658547 9.92689534 14.86686513 2.31164842 5.90518480 10.70734688 9.39000124 10.41307274 11.12200186 9.58711911 9.05216344 3.02786178 10.57610232 9.15250972 15.18493907 7.90422335 10.11163518 NA 7.83725893 7.33719460 NA 8.77109127 9.54596393 9.20993727 5.32448301 6.01209932 -1.49573556 12.19724720 3.59176318 10.47800217 10.91157258 10.21166397 -1.49573556 11.31045163 8.05312655 9.28730306 4.25918961 10.00165772 12.64983900 10.76728054 10.27950356 12.55466369 10.48694199 10.06988298 8.92215740 7.81491759 9.27163693 7.36539159 10.29912684 2.59177515 12.95558035 0.08922694 5.17672967 5.99615822 5.48158634 12.71687722 11.06152916 11.45577167 9.85247973 10.15311181 10.27000536 0.82619254 1.82623322 NA 7.85637012 10.55007135 9.14906244 0.82619254 8.85855423 11.06200788 6.77109193 8.29057462 TCGA-B9-A5W8 50 0 NA 524 kidney stage ii t2b nx m0 male 2012 NA no NA kidney papillary renal cell carcinoma NA NA black or african american not hispanic or latino 4 1 1 3 1 1 4 2 NA NA 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 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 1 0 0 0 6.242351e-07 5.895554e-07 13.5135135135135 24.3243243243243 27.027027027027 24.3243243243243 10.8108108108108 8.8543520 6.8853401 12.6205018 11.5622842 10.4816787 6.5176080 7.7633193 NA 10.4151608 12.6814443 10.9715291 7.9103687 8.6208620 10.2144634 7.8488138 8.3630173 9.6833903 -0.7585259 12.9626896 0.2414741 4.5268889 12.1668526 11.7098455 10.0719988 12.4945924 9.4013548 9.1453654 9.0696200 7.8671922 9.9479796 8.0775341 10.4057620 11.8476574 10.4727047 10.1942249 13.9413271 7.9764301 0.00541390 0.00541390 -0.00085613 0.00000000 0.00471900 0.00471900 0.05238300 -0.50888000 0.00541390 0.00541390 0.00791750 0.00736090 -0.01271300 0.00000000 0.00000000 -0.01558800 -0.01558800 0.02707600 0.01953300 0.01720800 0.01720800 -0.55397000 -0.55397000 -0.54915000 0.09536300 -0.07494500 -0.07147200 -0.15643000 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 8.2442987 12.7699377 12.0731867 6.7571833 3.0488465 9.4909409 9.7019395 NA 8.5059263 2.5634022 7.0743738 1.2414741 10.3519669 4.0488378 9.4313081 6.5345410 -0.7585259 7.3342411 10.0203820 13.1360371 8.2386632 12.2034758 6.2301684 7.8925355 6.5361042 10.9130247 2.0488290 5.7492795 8.0488383 11.1137737 11.3169628 NA 8.5429800 8.6423629 10.7192419 4.9139090 0.2414741 8.5634118 3.9963707 3.2414894 8.1839981 9.6751734 10.2101504 3.5503713 11.8945324 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 9.0743735 12.6443624 10.2259021 6.9279841 7.0030344 12.9626896 9.1483741 7.7453093 12.3803953 10.5452643 8.3182992 7.8671922 12.2798882 7.6034275 6.2967657 -0.7585259 NA 7.8301983 6.5452641 9.1917916 10.2407791 11.1854635 11.2094303 3.9963707 9.1677797 12.3271220 10.1110775 10.8056331 9.9540106 3.4114127 6.8853401 10.0277533 11.2920125 4.5880850 7.9139090 8.4189034 5.0994635 9.9812642 6.1241275 10.5291960 8.4436075 16.7190601 4.9419232 4.6677502 10.9816860 9.5372526 9.3759100 10.9947003 9.1087623 8.1603469 4.4509341 10.7278159 9.0979091 14.6139746 7.6208188 10.0236627 NA 7.5004268 8.7941526 NA 9.0310171 9.2541081 7.9896766 6.9279841 8.4013548 NA 10.1603468 NA 10.5164441 11.3646350 10.1521264 NA 11.0472275 8.0063553 9.0375233 2.0488290 10.1017946 12.5303497 12.1668526 9.3771930 12.3803953 10.5452643 10.1476227 8.9522902 7.4846578 10.5574992 8.3182992 10.0121475 3.8264468 13.0401579 2.0488290 2.4113991 7.6034275 4.9139090 11.6346059 9.7806425 10.7733524 10.3242979 9.9174407 9.9744989 NA NA NA 8.5148363 10.7378681 7.2072682 -0.7585259 8.9642912 10.9812642 6.2414837 8.7670045 TCGA-B9-A5W9 40 0 NA 5 kidney stage i t1b nx mx male 2012 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 4 5 2 2 5 1 3 3 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.040392e-06 4.508365e-07 8.88888888888889 28.8888888888889 20 11.1111111111111 31.1111111111111 8.9139943 7.4838706 15.2152547 10.9955726 11.1714717 5.7893537 9.2627939 3.0323301 10.6184939 12.9912303 9.5337689 9.4108414 9.1508556 8.3771580 7.9545273 7.4052819 10.8616719 NA 12.7237242 -0.6115349 0.3884651 11.6622691 11.5112772 12.2348454 12.1420036 10.5782981 8.9440212 9.2150221 7.5280250 10.1065783 8.7427227 10.5786068 11.7319368 11.0431095 10.7597056 13.5358772 7.5280250 0.0203430 0.0203430 0.0000000 0.9731700 -0.0403730 -0.0254830 1.8764000 -0.0772480 0.0203430 0.0203430 0.0203430 0.0000000 0.9639100 0.9308100 0.9731700 -0.0143660 0.0012481 -0.0193140 -0.0305400 -0.0381700 -0.0381700 -0.0223320 -0.0223320 -0.0355850 0.9158200 -0.0440090 -0.0440090 -0.0720070 0.000 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 4.831416 7.793615 11.610061 6.277217 2.973428 9.455296 11.299865 7.328053 8.370041 3.710404 4.143361 4.988385 9.969001 4.943063 8.607642 7.643337 -1.611314 4.943063 9.201453 16.246877 8.119792 11.696813 7.912035 10.303232 4.195828 6.939221 2.295370 6.512595 9.468625 8.349923 11.455908 1.558415 7.348475 7.979060 10.549290 4.578299 3.143361 9.190990 5.847904 4.221367 9.173108 9.196690 10.035482 1.968607 11.774882 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 9.140018 13.905866 9.434233 5.221363 7.140018 12.723724 9.120641 8.629265 12.885951 10.782668 8.838654 7.528025 13.257103 6.470623 8.746026 NA -1.611314 8.539490 7.778642 9.510473 10.17024294 10.92908587 10.72330539 NA 9.78132758 12.43235518 10.63669757 10.43286757 10.00777646 4.47593442 5.58814494 7.91399458 8.70135637 3.88032309 7.85403992 8.98093041 4.16983683 9.36932710 0.71043728 10.35100800 10.08977990 13.91359661 3.03233010 7.47062227 10.60824706 9.56215063 9.34412344 11.20625658 9.78988637 9.00594084 4.45456416 10.61458461 9.17260127 14.51829982 7.09748860 10.10700635 -1.61131449 7.42098760 6.50221602 0.38846510 8.60400644 9.91252547 9.46060599 5.22136285 3.78079302 NA 12.23396353 -1.61131449 9.10871785 10.83167603 9.84841732 -1.61131449 10.86673755 8.69567443 9.31847163 -1.61131449 9.89478109 12.41136141 11.66226906 10.02781424 12.88595113 10.78266820 10.34521262 8.81788031 7.99765202 9.00442499 8.83865370 10.18085710 2.47594090 13.24446124 3.51775441 2.29537039 6.47062309 4.06089476 12.09270135 11.27130754 11.72134920 9.79786446 10.35317539 10.32216409 -0.02649893 -0.61153490 0.71043728 7.72850150 9.13842669 9.03593204 -0.61153490 8.65643058 10.92908587 7.67387579 7.36861297 TCGA-B9-A69E 71 0 NA 452 kidney stage iii t3a nx NA male 2013 NA no NA kidney papillary renal cell carcinoma 185 1951 white not hispanic or latino 1 1 3 4 5 1 1 3 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.803346e-06 3.81477e-07 3.125 23.4375 15.625 35.9375 21.875 9.033669 5.381270 14.507855 10.821089 10.657485 7.484608 7.895184 NA 9.934337 11.022265 10.599574 8.832887 8.969797 12.095378 8.214910 7.807865 9.479613 NA 12.985812 2.970982 4.700334 10.477944 10.651153 11.184280 10.990429 9.420893 9.138799 9.524765 8.098096 10.517879 8.975722 10.031965 11.548612 10.794519 10.097553 12.710765 7.462736 0.0140510 0.6298900 0.0086135 0.0000000 -0.0020784 -0.0020784 0.0107030 -0.6266200 0.0115260 -0.6122000 -0.6195900 -0.6225500 -0.0029091 0.0000000 0.0000000 -0.0167040 0.0027745 -0.6201400 0.0024969 0.0019418 0.0019418 0.0037465 0.0037465 0.0100060 0.0134920 -0.0036011 -0.0036011 0.0063871 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 8.6596948 12.3755657 9.1345678 6.8626076 3.7230561 9.8378272 11.8642060 6.5109588 9.1013517 7.4678908 7.9662309 0.3080113 10.0325672 3.3669097 8.9530772 7.0895098 7.2544381 7.1947322 9.9312911 13.2136363 8.7551026 12.1456472 8.2814776 9.1763273 5.0268355 6.7509628 3.7674535 3.6772489 8.2387568 11.1390625 11.7023033 2.7230561 8.3794815 10.2149098 10.7332352 6.3155137 1.3080113 9.6478692 3.4779493 3.4645245 8.5810378 9.9521458 10.5837558 2.6057077 11.1834435 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 9.814492 12.633980 10.115911 6.450977 7.258332 12.985812 7.058447 8.452677 13.107031 10.539240 10.896734 8.098096 12.285418 5.641919 3.932515 NA -1.276835 8.938590 6.756480 8.817794 9.6201459 11.9062269 11.7526891 3.4234975 9.4007764 12.3029619 10.0211193 9.8354962 9.7951893 6.2544391 6.9851520 9.0438574 9.3322355 5.9173219 7.5965006 8.7384716 4.9325101 9.6743415 5.0449842 10.8164744 10.6578534 17.1448505 5.4373010 6.3004862 10.6866753 9.6655713 8.8791400 10.9635500 9.7851029 8.1260689 7.1153746 11.2248939 9.5934214 13.3273783 6.6634585 9.9596689 0.3080113 7.9249354 9.1722055 NA 9.0359397 9.8797719 12.1715422 6.4509770 7.4509770 0.3080113 11.9994720 NA 12.0727526 11.8645253 10.3326972 0.7230779 11.2614882 8.3432768 9.5263807 3.5304079 10.6445258 12.6544406 10.4779442 10.5271878 13.1070310 10.5392404 10.3164479 8.3322353 7.3303872 10.0628455 10.8967339 10.1456471 4.4779428 13.0872598 6.3155137 3.9709825 5.6419188 4.3669097 12.1725923 10.7391686 11.7414308 10.1665184 10.2689865 9.5416389 1.5304204 3.8105151 NA 8.5410157 11.6309764 8.9004762 0.7230779 8.0313957 11.1059509 6.8105202 7.8158136 TCGA-B9-A8YH 52 0 NA 532 kidney stage i t1a nx mx male 2013 NA no NA kidney papillary renal cell carcinoma NA NA black or african american not hispanic or latino 2 3 1 1 2 2 2 1 2 1 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 2.323542e-06 8.669932e-07 5.43478260869565 22.8260869565217 22.8260869565217 31.5217391304348 17.3913043478261 9.057107 8.432831 13.222700 11.441936 11.183679 7.296390 8.652192 4.075943 10.424839 13.075199 11.779390 9.930165 8.990075 11.301674 8.652945 8.411418 10.553205 NA 14.226816 2.740345 3.477302 11.107287 11.272102 11.475050 12.100299 10.048463 9.943747 10.118687 8.438135 10.375583 9.192729 11.337772 11.493318 10.815883 9.941881 14.176507 7.164974 0.0128080 0.0153210 0.7562600 -0.0091069 1.4803000 1.4803000 0.7404400 -0.0052477 0.0128080 0.0153210 0.0153210 0.7476900 0.0093231 0.0045933 -0.0091069 -0.0132510 -0.0022035 0.0089054 -0.0066299 -0.0051473 0.0054272 -0.0016496 -0.0016496 0.0066787 -0.0055242 -0.0273850 -0.0273850 -0.0110460 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 0.771 0.771 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 0.771 0.771 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 7.0861150 10.0840021 12.4639607 5.2306642 4.3703875 10.0025606 11.8285608 4.2549114 9.3848835 4.0759433 4.7230616 3.9918801 10.0960271 4.3480199 8.9460755 7.2820088 -0.6519943 5.9846486 9.3828220 15.6131515 9.0415099 11.6570729 6.2846603 8.9386101 6.1682028 9.8217287 5.2060024 7.4434202 8.0571069 9.9497937 10.8135894 1.9329682 7.9140771 8.7143451 10.1456845 4.5574775 1.1553607 8.9572016 7.6722033 4.8278038 7.7424860 9.2557849 9.7769066 4.8192083 12.9164678 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 9.48180730 13.87528616 10.79458937 6.54769505 8.41680133 14.22681633 8.57202447 9.03452360 11.95327099 10.57021415 8.57202447 8.43813521 12.72177177 6.48244981 8.79200253 -0.06703176 -0.65199426 9.48052264 7.15215400 10.27033236 9.83485798 11.49108726 11.60260877 2.43549525 9.18565102 12.40347491 10.77454980 10.33919051 10.31416788 5.88718161 6.51794806 9.19429689 10.08864701 6.08962526 7.45131086 8.80437726 5.04846290 9.53969914 7.14243897 10.72658883 9.16180406 15.71814843 1.15536066 5.48757317 10.75103501 9.66487016 9.26091224 11.41528924 10.32458708 9.06569939 4.70557433 11.17972607 9.16899973 14.85983740 6.87326938 10.37454646 NA 7.89430000 8.28023766 -1.65199426 8.68005952 9.96181242 9.16940644 6.54769505 8.39105021 NA 12.24094522 5.92545119 10.34837518 10.63861791 9.79200253 1.15536066 11.80245081 8.55991124 9.17298173 3.93298713 10.26352896 12.39216091 11.10728705 10.45491305 11.95327099 10.57021415 10.06698387 8.44078032 7.35083843 9.47033980 8.57202447 10.35434901 0.66993384 12.39693553 0.34800574 3.15537686 6.48244981 5.61480995 11.68145792 10.71489158 11.00913299 9.74996912 10.28723483 10.16540638 2.51795593 1.80743736 NA 7.75094945 11.65632220 9.15296065 -0.06703176 7.98826772 11.47633961 7.32816238 7.91407713 TCGA-B9-A8YI 79 0 NA 374 kidney stage i t1b nx mx male 2013 NA no NA kidney papillary renal cell carcinoma NA NA black or african american not hispanic or latino 1 2 3 4 3 1 2 1 1 1 0 0 0 0 0 6 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 2.60098e-06 7.976338e-07 4.08163265306122 20.4081632653061 17.3469387755102 35.7142857142857 22.4489795918367 8.734675 8.452447 15.649224 11.082636 10.980482 6.908126 9.533312 NA 9.813012 11.201598 10.317517 10.428418 8.227046 9.406643 8.245005 7.850641 10.660786 NA 11.859411 3.571094 1.645102 11.140547 11.377019 11.286060 11.886360 10.170221 9.303304 9.259802 8.064631 10.286060 9.111067 10.397974 11.926327 11.241655 9.296144 12.288948 7.594627 0.0000000 0.0000000 -0.0011087 -0.0036011 -0.0063668 -0.0063668 0.0132130 0.0140580 0.0000000 0.0000000 0.0000000 -0.0011087 -0.0094046 -0.0042665 -0.0036011 -0.0024938 -0.0024938 0.0049969 0.0011093 0.0016642 0.0016642 0.0029133 0.0029133 -0.7861400 -0.8055800 -0.0014251 0.0116790 -0.0257100 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 6.4316881 10.7235098 11.8674039 4.1811423 3.7825973 11.1214170 11.4748147 7.1305191 8.6200801 3.0236102 3.6450906 0.3231971 9.7889242 3.7825973 9.9858323 6.3965551 NA 5.6450906 9.7723126 16.1653057 7.6894865 12.4838232 6.6807154 10.3558984 2.6451021 5.4316898 NA 10.6062523 9.6585543 8.0813870 11.1935286 0.9081212 6.2058069 8.5350521 9.6905786 3.2300493 NA 9.3620830 7.5805518 3.5161413 7.8388635 8.9487267 10.7882201 2.7494270 12.3245686 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 9.140147 12.618072 9.665239 4.493090 7.671892 11.859411 8.057874 8.589950 13.009336 10.307582 7.948873 8.064631 12.773473 5.104525 8.846726 NA NA 11.464313 5.589949 8.926549 9.8661957 11.7468051 12.4941843 NA 9.4459919 12.3056228 10.3489956 11.3757320 9.2255391 6.1560548 5.8150169 9.0493822 7.3999794 3.5710943 6.7410166 9.2300546 4.1811423 8.9902756 3.7825973 10.6332086 10.0747080 15.0567884 1.3231395 4.7494270 10.7953471 9.1272949 9.6177846 10.9401722 9.5228363 7.7661075 3.8467240 10.7473302 9.8276353 14.0709898 4.8060147 9.9043646 -0.6769182 7.7705364 6.8467265 2.3231683 9.6177846 10.1216357 10.4434018 4.4930901 6.0780504 NA 12.3472647 1.3231395 10.3111384 11.5077294 10.2308057 -0.6769182 10.6160607 8.5399098 9.3245721 5.6807154 10.1061622 12.9632959 11.1405473 10.0738710 13.0093361 10.3075824 10.2427722 8.6982032 7.7025426 9.2625962 7.9488730 10.2111461 1.3231395 13.0927952 1.9081212 3.7154761 5.1045254 3.9081308 12.4408070 11.7730864 12.1983373 10.1858013 10.0210004 10.1151407 -0.6769182 3.9670210 -0.6769182 7.6589112 12.0139040 9.2598019 NA 7.1686541 11.0793032 7.0166512 7.9849419 TCGA-BQ-5875 66 0 NA 2639 kidney stage iii t3a nx m0 female 2004 NA NA NA kidney papillary renal cell carcinoma NA NA white NA 3 5 3 4 5 1 2 1 NA NA 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 7 0 0 0 0 1.629947e-06 4.508365e-07 3.33333333333333 28.3333333333333 6.66666666666667 38.3333333333333 23.3333333333333 8.2559704 8.8956825 15.3802895 11.2992810 11.3946276 8.1095993 9.4535338 NA 10.5745087 11.8997512 10.1142755 10.2255567 9.0907399 6.4277754 9.9326308 6.7866303 9.6855120 NA 13.4464389 0.9947969 3.4277805 8.5524708 12.4711983 11.7186472 12.3697464 9.4689272 9.7530389 9.3914204 9.0260343 10.5536189 10.0780290 9.6637006 11.9089017 9.6827162 10.0082779 12.2065823 4.9396732 -0.37414000 0.02763800 0.02118300 -0.00830050 -0.00443120 -0.00443120 0.76159000 -0.38929000 -0.37414000 0.02763800 0.01433000 0.00777830 0.00166420 0.00000000 -0.00830050 0.02216400 -0.38616000 -0.00263220 -0.00678130 0.00172940 0.00172940 -0.00013862 0.00085476 -0.01064600 0.76772000 -0.02411400 -0.01656700 -0.82700000 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 5.1486210 11.5880200 10.5977001 5.4673023 NA 8.8888574 9.6980271 -1.3269864 8.5089380 2.6728779 9.5775221 NA 10.3403096 4.3453112 9.2042689 7.0990679 -1.3269864 3.7603487 9.2820663 14.6620190 7.3488450 12.3255085 9.0457526 8.6910878 5.8527954 8.2351301 NA 5.5917512 8.6241722 9.0004401 11.1193195 2.3733141 5.9302761 8.1727335 10.6175996 4.9948150 5.3167431 9.2351299 5.2875979 3.7603487 8.3453130 8.9333838 10.7863041 -0.7230865 8.5227459 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 9.3113235 13.2522624 11.8489048 3.6270815 9.2903551 13.4464389 7.8602397 9.7853271 12.9278423 10.9282112 9.3095121 9.0260343 13.7184766 2.4802393 2.9948150 -0.3271674 -1.3269864 10.0403023 6.4344381 10.0792626 10.8330741 11.6270839 11.1764648 -1.3269864 9.9680825 13.0839350 10.7206931 11.3490650 9.8774587 4.9396732 4.2578479 8.6558809 8.3417723 6.4673039 6.7172816 8.8085968 4.9017068 9.7676250 NA 10.7254556 10.2188172 13.5217549 0.6729231 3.9208173 10.5124850 9.2013415 9.4673033 11.1932606 10.0370222 8.2332204 5.4008077 10.1038627 9.4526070 13.7776501 6.9499889 9.9993170 NA 7.8161690 7.7523726 3.4277805 9.0939003 10.2522035 10.6612172 3.6270815 5.4542483 NA 12.1422750 2.8428180 11.9056082 10.8060297 10.3013331 NA 9.4377591 8.5976999 9.0249310 -1.3269864 10.1328314 13.1938744 8.5524708 10.7420016 12.9278423 10.9282112 10.0144063 9.7014843 7.2042689 8.8929999 9.3095121 10.8853839 1.6728779 13.2895512 3.3167395 4.7389786 2.4802393 5.3453112 11.8377945 11.4221285 12.0416668 9.6903920 10.9577116 9.9231859 NA NA -0.3271674 8.5250114 10.5379209 10.1017711 1.8428180 9.3689857 11.2559703 6.0392108 7.1526682 TCGA-BQ-5876 75 0 NA 586 kidney stage i t1a nx m0 male 2004 NA NA NA kidney papillary renal cell carcinoma NA NA white NA 1 2 NA NA 3 1 5 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 4 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 6 0 0 1.387189e-06 4.855162e-07 7.40740740740741 9.25925925925926 25.9259259259259 31.4814814814815 25.9259259259259 9.450918 3.243898 14.150234 11.002959 12.053068 8.159783 8.536087 NA 11.099940 9.717609 9.437429 7.260712 9.689953 11.037100 9.064082 4.767464 10.269735 2.243913 13.882226 2.413838 2.051268 10.808529 13.072623 11.480216 10.363493 11.706406 9.986213 9.509518 8.873260 9.723683 8.531616 9.420076 10.397455 6.958149 11.095262 12.327881 7.394006 -0.0070576 0.0015255 0.0054139 0.0118180 0.0058309 0.0058309 -0.0216470 -0.0094046 -0.0070576 0.0015255 0.0015255 -0.0054305 -0.8067500 0.0151680 0.0118180 0.0195030 0.0128400 0.0011093 -0.8297600 -0.4612000 -0.4612000 -0.8235800 -0.8235800 -0.0055375 -0.0139530 -0.8067500 -0.0261670 -0.0362650 -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 3.7033333 5.7984912 12.4576151 3.8288651 0.8288753 10.0716270 7.5792933 0.2439128 7.9056812 3.0512503 5.9987912 0.8288753 9.9463617 6.1018833 8.2910270 7.4207746 4.6362186 5.6701690 9.8823392 16.8282018 5.5837537 11.4849927 7.2325879 8.4989318 5.3524266 11.6651792 NA 6.8363597 8.2964712 7.8732601 8.8232191 3.8877592 6.4823078 8.5748202 10.0536714 3.8877592 -0.7560872 10.5545160 6.8877592 1.2439128 7.9987907 8.5697485 9.1834825 -0.5797063 7.4584649 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 9.6156798 12.1622075 12.0077381 3.2438975 10.0656773 13.8822261 9.2814502 8.7155784 13.3829749 10.5194459 10.2627989 8.8732598 13.0524653 6.4435752 5.4138276 NA -0.7560872 10.1731617 6.9853706 10.1730730 10.3079724 10.0334369 9.8778067 0.8288753 9.8128094 13.4229571 11.4802165 11.9105711 10.5083459 3.7033333 3.2438975 8.3524279 11.4231904 7.5105965 8.0186904 8.9547096 2.2439128 9.7297326 6.1864174 10.2951122 8.0480345 14.5401743 0.2439128 6.0120881 9.2690427 8.9701214 8.8232191 11.2505800 9.6113181 8.3576452 6.2551306 12.5168246 9.0366934 15.3404331 7.7633824 10.5848660 NA 8.5550158 7.0186898 NA 7.7596033 9.8759897 8.0893933 3.2438975 4.0512590 NA 11.5525267 1.5658409 11.5776177 8.9021149 9.2453114 -0.7560872 11.2488260 9.6564731 9.8922609 1.8288753 10.0504529 13.0659761 10.8085291 9.4509176 13.3829749 10.5194459 9.9912571 9.5826397 8.1477849 8.9438226 10.2627989 11.1627665 1.2439128 13.1763026 2.0512677 4.5293025 6.4435752 5.7357550 12.4573113 11.7236836 11.7454917 8.2297451 11.0612867 7.7752850 NA NA 1.8288753 6.0556317 9.1250936 9.3406183 3.7674641 8.4942016 12.2315226 5.9304038 8.2800771 TCGA-BQ-5877 60 1 270 NA kidney stage iv t3a n1 m1 male 2004 NA NA NA kidney papillary renal cell carcinoma NA NA black or african american NA 4 5 1 3 5 3 5 3 3 2 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 6 0 0 0 0 1.733986e-06 4.508365e-07 11.1111111111111 20.6349206349206 14.2857142857143 34.9206349206349 19.047619047619 8.8274015 7.9390661 13.3171631 10.2745905 11.8109961 7.3407145 8.6624907 1.7657893 10.7363905 12.2892856 10.0275085 8.1145336 9.6846685 9.8359263 8.7209710 7.0481217 10.3017286 0.7657893 13.5187085 -0.2341258 4.0877344 7.9605621 12.0516852 12.6067143 12.0980284 10.8907881 9.2900205 8.8065516 9.0411537 11.0912981 9.6392494 9.3267748 12.1258293 10.0200465 9.9125861 13.9210188 6.4435486 0.0112610 -0.0108510 0.0706730 0.0428740 0.0000000 0.0000000 0.1193200 -0.6543500 0.0112610 0.0197830 0.0293250 -0.6799400 -0.0022510 0.0070826 0.0071597 0.0016642 -0.0107840 -1.1308000 0.0160310 -0.6798500 -0.6798500 -0.0468540 -0.0468540 -0.0599420 0.1277100 0.0157270 0.0127890 -0.6529500 0.000 0.000 -0.681 -0.681 0.619 0.619 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 0.619 0.619 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.666 -0.666 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.653 0.000 0.000 -0.632 -0.632 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.109 -0.109 8.0434801 11.1781987 11.2269436 6.5902337 2.1808480 9.4072008 9.8612023 6.8174672 9.3407140 5.0756610 5.1115781 NA 10.2768826 4.7658052 9.8265011 6.6853445 1.6402970 6.9290358 8.6616331 11.8704433 6.5072730 12.2012151 7.3203944 7.9833590 5.1581229 8.1822508 -0.8190883 0.7657893 7.8228945 10.8296497 10.9028391 4.3902962 8.5699365 8.6361700 10.0790662 5.4569671 NA 9.7151457 2.1808480 3.7658105 9.0786883 9.2114204 10.4266926 0.3443740 10.5143811 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 8.9281965 13.4243143 9.9315498 5.7733001 9.8479543 13.5187085 7.7296649 9.2782167 13.4332495 11.0038118 10.4272864 9.0411537 12.8875007 7.4240168 8.5602212 0.9881939 -1.8190883 10.1713013 6.7881728 10.2846912 10.2523052 11.2862602 11.3202342 1.8812731 10.0752817 11.9471646 10.8330155 11.2584930 9.7258023 6.9457142 6.1751952 10.7233911 11.1838335 7.0748725 7.9654778 8.1892716 4.6071054 9.6412987 5.2252364 10.8836648 9.8201834 16.1652668 4.7199993 5.1466267 10.9855788 9.8612023 8.4429377 11.3960724 10.5862502 8.5763770 6.1115802 10.9644550 9.8124746 13.9847721 7.5536423 10.3984976 -1.8190883 8.2310181 8.5817222 6.3255015 9.5865161 10.0854774 9.1537149 5.7733001 7.0073918 NA 12.2673108 2.0877344 10.9687453 11.5745014 10.7483236 NA 11.3413445 8.5656265 10.0141282 0.5027379 10.3857195 12.7439199 7.9605621 10.7573271 13.4332495 11.0038118 10.3194346 8.8129291 8.1538226 8.5105268 10.4272864 11.1286623 4.1808401 13.1250515 4.6565765 7.1145336 7.4240168 6.7733001 12.0990538 9.6731967 10.1766099 10.2252368 11.0425423 10.4201430 -1.8190883 2.4287588 NA 7.7744207 9.9671737 9.8115650 3.2252441 8.9340594 11.3144667 6.9053569 8.5350922 TCGA-BQ-5878 79 0 NA 1938 kidney stage iii t3a n1 m0 female 2005 NA NA NA kidney papillary renal cell carcinoma NA NA white NA 1 5 3 2 5 1 2 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 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.080784e-06 7.629541e-07 15.4761904761905 32.1428571428571 11.9047619047619 30.952380952381 9.52380952380952 9.9485622 10.8875691 13.5347260 11.0629414 11.7456894 7.6692111 9.6474469 5.6023797 11.7968534 13.3628223 10.2369194 11.2424167 8.7130655 9.8736816 10.5439500 8.1438546 9.3597217 -0.8406292 14.0261837 6.8564031 2.7443979 10.5786062 12.6494646 12.2198787 11.8327451 10.2890411 9.9267929 10.0104042 8.8555341 10.6364353 9.0504603 11.1751995 11.9627600 11.2048545 10.8236611 12.8545556 6.3396933 -0.86633000 3.00270000 -0.00055444 0.03284500 -0.00664320 -0.00664320 0.00069327 0.00000000 0.02511000 -0.91146000 -0.86026000 -0.00055444 -0.00281240 -0.90320000 0.01964300 -0.00207840 0.00235810 0.00277450 -0.00484610 0.00597000 0.00597000 0.00513590 0.00513590 0.00162610 0.02960600 0.00360760 -0.00138580 0.00221930 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5.7443979 9.5862249 12.3237931 5.0542537 0.4814023 8.8519295 10.1331335 4.8598752 9.7495552 2.5517621 3.7741440 2.6830002 10.4558189 4.8176488 9.2017794 7.4188266 -0.2556667 6.7851451 9.0088412 14.2854774 8.3786044 12.3721604 6.8529227 7.9780183 6.2835570 7.5366466 1.3293533 2.6188729 7.7082583 9.1360001 10.7399302 -0.2556667 8.1831902 8.1664634 10.3095007 5.8318620 NA 8.5158878 6.4677751 4.0041688 8.1063426 9.2627500 10.2379205 1.4668620 12.1151577 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 9.428563 12.856349 8.172060 4.966790 10.052738 14.026184 8.372540 9.478544 13.014548 11.143498 7.729292 8.855534 12.414022 -1.840629 7.753761 NA -1.840629 10.677597 6.706330 10.028613 8.7024678 11.6462711 12.5082334 NA 9.7121051 12.7842886 11.2707348 11.0234287 10.8019391 7.3243426 6.1194371 9.2666530 7.6532915 6.3107055 6.6552917 8.8564034 4.9796138 9.9126529 7.2442449 11.0875843 9.3731479 14.1134278 1.4813506 6.3393459 10.9487659 9.7532940 9.1424295 11.9224409 10.1643588 7.3930558 10.1295419 10.4623606 9.6382056 13.7527396 7.6911489 10.4085495 NA 7.7672105 6.8283206 -0.2556667 9.8446229 9.8932988 9.2091621 4.9667904 4.5344725 -0.8406292 12.7694804 8.8856543 9.0790442 11.1354631 10.2191185 0.4814023 11.5448941 9.0466567 10.1869966 4.1818023 9.9051103 12.7614389 10.5786062 11.1052457 13.0145479 11.1434985 10.1703138 9.7183351 11.5035932 9.5934804 7.7292917 11.3352974 0.1595000 13.0145479 0.4814023 5.9986401 -1.8406292 5.9923266 12.0521686 10.0719513 10.5971881 10.1041481 10.8236611 10.0216860 NA 5.7063316 3.3293676 8.1185829 10.2189766 9.9986398 -0.8406292 8.9986398 11.4504628 7.6229604 8.0842487 TCGA-BQ-5879 32 1 697 NA kidney stage iii t3b n1 m0 female 2005 NA NA NA kidney papillary renal cell carcinoma NA NA white NA 1 6 1 3 4 3 5 3 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4.508365e-07 2.774378e-07 14.2857142857143 33.3333333333333 19.047619047619 23.8095238095238 9.52380952380952 9.1225428 8.8830022 11.8778839 11.1181624 11.5000448 8.3738661 8.8703071 5.1753929 10.9216070 13.0962295 10.3735836 4.4827192 10.5829530 10.0687290 10.2320033 8.6253600 9.8786262 0.0564448 13.9314590 5.1960050 3.9633446 12.1157137 11.9555132 11.8129058 12.1413451 10.3375143 10.1561302 8.6291540 9.7822460 11.1544857 9.3447431 10.9173466 11.8448661 10.6953421 10.6505450 14.2992184 5.8176719 0.0209030 0.0209030 0.0210430 -0.8007800 0.0249690 0.0181250 0.0169850 -0.1564000 0.0209030 0.0209030 0.0148620 0.0210430 -0.0407520 -0.7615800 -0.7572900 0.0311550 0.0294660 -0.7370500 -0.0069497 0.0273570 0.0075322 0.0301690 0.0301690 -0.7628700 0.0404680 -0.0658500 -0.0612860 -0.2085800 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 6.3556612 9.4476974 11.8810147 4.7003121 2.5800249 9.0320438 10.4344776 -0.9434165 9.1171496 6.0564535 4.7429548 0.0564448 10.5047739 5.1117366 11.3236793 6.5164186 -0.9434165 9.1178249 6.1492106 10.2926563 7.5402691 12.4962197 7.8146767 8.1662841 4.5800128 14.0568719 0.0564448 2.6414073 7.7110894 9.9897755 10.5878352 5.0222391 6.5442937 9.3772541 10.2131689 5.9451980 10.2594958 10.0408722 6.3279173 3.3043796 8.0578618 10.9864370 10.2285686 NA 11.5280972 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 10.3427226 13.0970003 7.0394477 6.0048205 10.6421205 13.9314590 9.0401598 8.8646133 11.8433359 8.8524933 11.1462352 9.7822460 12.8131664 6.1063023 8.7911632 0.3784006 NA 11.4720634 6.0620785 11.4910428 10.7072810 12.0033600 11.9548661 2.4487688 8.9003748 13.1323088 11.7180091 10.9712125 10.6319930 6.2112712 4.8766348 10.4719314 8.3918442 7.0503831 7.6858105 8.9982350 7.8213250 10.8040173 0.0564448 10.6801066 8.9923555 14.0879395 6.5281290 4.8893421 11.7070567 9.4874289 9.1205228 11.8774304 10.9713993 8.2462784 6.8956577 11.3559479 9.3661688 13.2833927 7.6453183 10.6491443 -1.9434165 7.2495108 8.2548987 -0.9434165 9.9058589 10.6778188 8.8088342 6.0048205 6.0788212 NA 12.4473615 9.4926448 8.3314141 10.9101531 9.5422830 0.3784006 11.3666404 9.3273330 11.2027042 1.8638195 10.7830976 12.4165463 12.1157137 10.9146290 11.8433359 8.8524933 10.0878103 10.4921240 4.7843731 8.8913277 11.1462352 11.3496379 5.7075055 13.3733362 3.7843783 6.4743062 6.1063023 7.3020064 12.5257775 10.1828355 10.8826049 10.3479122 10.3331597 11.3263109 2.3043942 1.9633261 1.2263852 7.0177293 7.0358218 10.2090555 1.5158638 7.4785181 11.3744315 7.1753949 8.6376544 TCGA-BQ-5880 79 1 1314 NA kidney stage iii t3a n1 m0 male 2006 NA NA NA kidney papillary renal cell carcinoma NA NA white NA 1 1 3 4 3 1 5 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 8.669932e-07 2.774378e-07 17.6470588235294 29.4117647058824 8.82352941176471 29.4117647058824 14.7058823529412 8.482287 6.244819 14.860369 10.836836 10.680265 6.479284 9.246109 NA 10.284061 11.388978 11.278890 9.509032 8.717052 9.911130 7.485284 6.973274 9.509032 NA 11.952584 NA 3.379746 10.578720 11.530051 11.722458 11.735729 9.871602 8.889806 8.704251 8.044069 10.444299 9.663829 10.054193 11.483411 10.725312 9.738557 12.810201 7.149822 0.01349200 0.01642500 0.00438580 0.00666530 -0.00456950 -0.00456950 0.77272000 0.00000000 0.01349200 0.01349200 0.01642500 0.00438580 -0.00097017 -0.00480730 0.00054397 -0.00166290 -0.00373950 -0.00456950 -0.00691950 -0.00922490 -0.00401620 0.33367000 -0.46451000 -0.00041585 0.27900000 -0.00083160 0.00000000 -0.08173800 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 7.6330897 12.9121047 11.1699809 4.6167870 2.8943133 9.6568169 10.9430812 2.5724046 8.7448214 4.5265884 6.9211221 -0.4275954 10.1160347 3.0318186 9.1535943 6.0260763 4.4792823 5.9299448 9.7535460 15.9222980 7.3071033 12.2062972 7.4178837 9.2780261 5.1871026 7.4792847 0.5724046 9.9299459 8.3272814 9.9376226 11.8030148 3.8203219 6.9474336 8.2762975 10.6418436 7.5149081 NA 8.9409002 8.1648506 3.8943230 8.7720661 9.6577202 10.6710839 0.2772707 10.1772528 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 9.318908 13.520944 8.255388 6.659856 8.172306 11.952584 8.395761 8.436580 13.024249 9.964711 11.160171 8.044069 12.981254 4.095958 6.691335 NA NA 7.549674 5.947432 9.191293 9.9965601 12.1493505 11.2637012 1.1573671 8.8784556 12.2832003 10.1018244 10.8560610 9.2108298 3.3797457 6.7622186 10.0122248 9.8096038 4.7818475 6.8761743 9.3909761 5.7818475 9.2814776 4.2162531 10.7234103 9.9807235 15.8232104 7.8670143 6.8852766 10.4481432 9.5031312 9.7523029 10.9673924 8.8203213 8.2658808 7.2588948 10.0297748 8.6861360 14.1253030 6.0640874 10.0256645 1.5724046 7.7266044 8.2762975 1.1573671 8.6002999 9.1648509 8.2017505 6.6598561 6.1871046 NA 12.0531840 0.5724046 12.0065007 11.4504447 10.0742310 1.1573671 10.2368411 8.2341717 9.1231406 1.5724046 9.9506887 12.2459238 10.5787199 9.6030610 13.0242489 9.9647112 10.3545730 8.2969075 7.9560979 9.0670694 11.1601713 10.3676218 6.5610786 13.3215300 4.0959582 4.6167870 4.0959582 4.0318274 12.3684334 11.4442991 11.3741022 10.2368411 9.8988233 9.9255406 4.7016766 -0.4275954 -0.4275954 9.4675905 11.5039809 7.8250593 0.5724046 9.3222633 10.4147442 6.3537538 7.5323957 TCGA-BQ-5881 69 0 NA 1454 kidney stage i t1a nx m0 male 2006 NA NA NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 3 2 3 4 3 1 2 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 8.669932e-07 1.733986e-07 16.6666666666667 3.33333333333333 26.6666666666667 23.3333333333333 30 8.2107673 4.6500522 14.1802743 11.6211033 10.0086094 7.0521507 9.3331073 NA 9.6082323 12.3599732 12.4383280 9.0521509 8.4951839 10.9433599 6.3021289 7.2955568 9.0849189 NA 12.3818564 0.5207491 4.0443329 11.4344069 10.3700025 11.0492236 11.5590026 8.9533112 8.6931970 8.5094540 6.8516866 10.1564875 9.2020080 9.8816166 11.6423030 11.0806245 10.4455820 12.9914283 6.9044733 0.01698500 0.01908300 0.59818000 -0.01346500 0.60708000 0.60538000 0.58184000 -0.02192100 0.01698500 0.01698500 0.01908300 0.59818000 -0.00180140 -0.00512270 -0.01346500 -0.00470790 -0.00470790 -0.00166290 -0.01230000 0.00485790 0.00485790 0.00416320 0.00015345 0.00027728 0.60124000 -0.03686100 -0.02575600 -0.02931100 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 6.3787509 13.3218715 11.0462902 5.8958091 2.3281184 9.6369704 11.1469347 1.5207491 7.7105943 5.4034109 7.7056448 1.1057451 9.4245157 1.8426973 9.5787612 5.7792886 1.5207491 6.9044733 10.3013092 15.8989019 8.5651634 11.8262612 5.2756552 9.8347861 5.9301601 9.0206153 0.5207491 10.1271746 9.4125531 10.1754055 12.6601609 1.8426973 6.8516866 8.6679744 10.6755876 6.1501270 3.9130905 8.6266779 9.3771949 3.4276598 7.9883751 8.5595786 11.0201170 2.2167653 11.7984201 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 9.171821 13.676853 8.678116 5.164625 7.851687 12.381856 8.647474 7.644891 12.572828 9.842697 9.527797 6.851687 12.084442 4.221212 7.759174 NA 2.105745 8.688188 5.520768 8.194785 9.4749657 11.8384647 11.2401583 6.5868593 8.1931946 11.2571714 9.4186148 11.1673281 8.4894362 6.0285647 5.9470349 10.1345589 7.5431370 3.9517277 6.8336529 9.8816166 4.6906964 8.7519905 7.2955568 10.0146249 9.8130911 17.0649038 6.6906950 6.3787509 10.2731501 9.6881875 9.3771949 10.6207747 8.9428341 8.2889537 5.7302215 10.0285640 9.4529841 14.6316605 8.1174062 9.1188220 -0.4791503 7.9130869 8.3599731 0.5207491 6.8061719 9.3216693 8.9301604 5.1646254 8.1317942 -0.4791503 10.2133850 1.1057451 11.3000784 11.9694020 10.4908753 0.5207491 9.8539247 7.6654276 8.2922590 3.6082297 9.3803041 12.0865856 11.4344069 8.6500526 12.5728280 9.8426975 10.7857983 6.7968936 6.6906950 8.7069829 9.5277968 9.2264018 5.4749649 13.4049400 3.9130905 2.3281184 4.2212120 3.6082297 12.8780465 11.7453741 11.5678933 10.2401583 8.5263940 9.8003800 2.8426973 3.8426973 NA 8.8205268 12.3906312 6.9470337 NA 9.1057320 10.1727180 6.6188010 8.7639433 TCGA-BQ-5882 54 1 658 NA kidney stage iii t3b n0 m0 male 2007 NA NA NA kidney papillary renal cell carcinoma NA NA NA NA 4 2 1 3 5 1 4 1 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 1.421869e-06 5.201959e-07 14.2857142857143 19.6428571428571 17.8571428571429 30.3571428571429 17.8571428571429 9.702722 7.282164 13.992548 10.383616 11.208590 7.586877 8.020810 -1.651541 10.425622 11.824713 11.191216 7.850310 9.201783 9.591647 8.827243 8.078094 9.758924 NA 12.760050 1.155814 2.670410 10.844578 12.165529 10.478078 11.052809 8.538298 9.543230 9.909761 8.072987 10.148968 9.503924 8.938124 11.553808 10.479687 10.347768 14.813290 5.679390 0.044789 0.051103 -0.573970 0.052810 0.060365 0.060365 0.000000 -0.616510 0.044789 0.051103 0.051103 -0.563660 -0.562060 0.073833 0.052810 -0.582060 -0.582060 0.061508 -0.590510 -0.594240 -0.594240 0.010898 0.062223 -0.598670 -0.353140 -0.038034 -0.038034 -0.014503 -0.025 -0.577 -0.594 -0.594 0.000 0.000 -0.585 0.000 -0.599 -0.246 -0.246 0.000 0.000 -0.560 -0.560 0.000 0.000 -0.574 0.000 0.024 0.131 0.000 0.000 0.000 0.000 -0.564 -0.564 -0.562 -0.562 0.000 0.000 -0.582 -0.582 0.000 0.000 0.000 0.000 0.000 0.000 -0.245 -0.245 -0.025 -0.577 -0.594 -0.594 0.000 0.000 -0.585 0.000 -0.599 -0.246 -0.246 0.000 0.000 -0.560 -0.560 0.000 0.000 -0.574 0.000 0.024 0.131 0.000 0.000 0.000 0.000 -0.564 -0.564 -0.562 -0.562 0.000 0.000 -0.582 -0.582 0.000 0.000 0.000 0.000 0.000 0.000 -0.245 -0.245 9.5778927 12.7339984 10.3077505 5.1298311 3.4359352 10.4827356 9.9837375 0.3484591 9.4232834 5.6430942 6.5964000 1.1558140 11.1247702 5.1558261 10.5305568 6.4832079 6.6058602 6.0763923 8.8423283 12.6223851 8.3805186 12.8498126 7.4465052 8.5209003 4.2311175 9.8196401 3.1033634 3.9030576 7.6105679 10.0200140 11.4438700 2.2553497 7.3983213 8.0031091 10.1384140 6.1876767 3.9631874 10.3286126 4.9923288 3.0489162 9.8089288 10.0474510 10.9634128 -0.1610079 9.1036442 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 9.2658450 12.9327308 9.0670059 7.7321769 8.6430935 12.7600501 7.2939167 8.7862249 13.2264280 10.2257571 10.7391793 8.0729868 13.1303449 4.0489162 8.2968401 -0.6515409 1.1558140 9.3867060 6.5032915 8.9786127 10.95001159 11.25986493 11.36458480 1.15581398 10.01425304 11.79581450 10.51683167 11.43477504 9.74454258 5.94093019 7.57488488 9.88277585 9.76790651 6.94726990 7.74079065 8.74935224 5.15582612 9.57187131 0.93342156 9.83480522 9.46806253 15.95511672 7.48289909 7.00668401 11.47420929 9.84082685 8.46221514 10.79063888 9.93343543 8.34847278 6.66135627 11.54937153 9.36806376 12.88277583 7.60425669 9.93155572 NA 6.30847556 7.90880570 1.93342156 9.47065379 10.64911154 11.46931346 7.73217692 4.70602765 4.37084082 11.48722470 1.67038716 12.49718783 11.88799530 11.68609484 0.34845906 10.33822227 9.21883758 9.41254211 2.25534966 10.34741586 12.05248464 10.84457773 10.40172005 13.22642803 10.22575705 10.46968262 8.41590736 6.28511180 9.03139740 10.73917928 10.01114128 6.05583121 13.09682306 4.20645569 6.57729135 4.04891621 6.06271753 11.15884374 10.51086423 10.83480522 9.86368003 10.36249345 10.05021258 5.11665586 1.51838406 -0.06657844 8.75481603 11.56366162 9.74347138 1.51838406 8.09330663 11.44913528 4.65225128 5.04891185 TCGA-BQ-5883 79 0 NA 1242 kidney stage i t1a nx m0 female 2007 NA NA NA kidney papillary renal cell carcinoma NA NA black or african american NA 1 6 3 4 4 3 5 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5.895554e-07 1.387189e-07 9.52380952380952 33.3333333333333 4.76190476190476 33.3333333333333 19.047619047619 9.9339836 5.3110526 16.5578594 11.1976033 11.2994652 8.3353729 9.8931805 -0.6547172 10.7772888 12.2075188 11.1212906 8.4590110 9.4220845 8.3800679 9.3634690 8.3964776 10.4413252 NA 12.9903644 4.0731861 2.6671882 10.6677604 11.6441978 12.4035143 12.1437407 9.7809391 10.0439735 10.4867375 8.8128746 10.8222682 9.3261225 10.7733673 11.7486804 10.3171717 10.0185780 12.5084468 7.2069137 0.00744730 0.00744730 0.00000000 0.00286070 -0.00614280 -0.00943410 -0.00033582 -0.00254620 0.00744730 0.00744730 0.00744730 0.00758640 0.00188920 -0.00060695 0.00286070 0.00188920 0.00161170 -0.00586630 -0.00531340 -0.00379190 -0.00379190 0.00675170 0.00675170 0.00126550 0.00202790 0.00522220 0.00522220 -0.00707370 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6.69841575 12.15212056 10.48193966 5.31105257 1.34528282 9.17335783 10.20286115 0.66721091 9.53262106 7.89601567 4.78821065 4.47455286 9.90829834 4.10015350 9.30816494 7.10215839 0.34528282 4.73758402 9.75412939 9.62385187 7.36763665 11.69510299 9.88733350 9.13072139 6.65815149 11.01260226 2.51518258 -0.06975468 7.40326090 9.87518737 10.42908061 3.98912084 9.76838483 9.04917250 10.01371069 4.34526862 2.73757861 9.36694288 4.55472391 2.46876576 8.19232635 10.50527893 10.00838226 NA 12.22004280 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 9.4674499 12.3658149 11.5101758 5.2156320 9.5089186 12.9903644 9.4981874 9.7121375 12.7047439 11.0761636 11.0667954 8.8128746 13.3742541 4.8210009 9.4583599 -0.6547172 NA 10.1805298 6.2156339 10.1435665 11.2133198 11.8067483 12.1979934 1.9302453 10.2914441 13.0762166 11.6570172 11.0247490 10.1493999 2.5931864 5.1526256 9.0422364 8.3367908 4.2994645 7.0141544 9.3367908 5.0176948 10.0212260 7.2760062 10.2217859 10.3286188 14.8064605 3.5151952 2.5151826 10.6584354 9.4419841 8.4771260 11.4622626 10.9805336 8.1445507 7.7482808 10.9843834 8.9909274 12.7996325 4.7368971 10.0795552 -1.6547172 7.3165250 8.0282636 -1.6547172 9.8703003 10.0672224 9.4718057 5.2156320 6.8649055 -1.6547172 12.5716811 8.3704084 9.1574462 10.8093041 9.4956508 -1.6547172 11.4064713 9.0774364 9.2400867 4.1001535 11.2361031 12.8336739 10.6677604 10.1059889 12.7047439 11.0761636 10.0330820 9.4822600 9.7657555 9.2855751 11.0667954 10.8948129 3.7375894 12.8351169 9.7305921 7.2187134 4.8210009 6.2400872 12.0782842 11.3869281 12.0876836 10.1473814 10.6330390 9.1606522 -1.6547172 8.5752893 NA 7.1847564 10.7813323 10.8232801 0.9302453 8.5363280 10.9163104 7.0901029 9.5076603 TCGA-BQ-5884 59 0 NA 792 kidney stage i t1a nx m0 female 2008 NA NA NA kidney papillary renal cell carcinoma NA NA black or african american NA 1 1 NA NA 3 1 2 3 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9.710324e-07 2.774378e-07 5.26315789473684 21.0526315789474 18.4210526315789 31.5789473684211 23.6842105263158 8.740628 8.991478 13.572458 10.897184 11.449892 8.539346 9.044705 1.352194 11.148406 11.649448 11.131491 7.178190 9.281343 9.638882 8.928274 7.302178 10.203116 -2.107182 12.673994 1.892780 4.267828 10.795539 11.873057 11.326112 13.159830 8.849164 10.455268 10.107714 9.810533 11.706869 9.090004 10.879696 11.568634 9.417329 9.315378 13.843571 7.403749 0.0087528 0.0055529 -0.0069785 -0.0047079 0.4620900 0.4620900 0.0234260 0.0040243 0.0087528 0.0087528 0.0055529 -0.0069785 -0.0145030 -0.0047079 -0.0047079 0.0000000 -0.0110600 -0.0019399 -0.0022168 0.0040243 0.0040243 -0.0124380 -0.0124380 0.0151680 0.0063982 0.0220240 0.0055529 -0.4807100 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 7.5810378 13.2155959 10.4065151 6.9371819 2.8469746 10.8472583 10.2005576 1.0627434 10.3021785 3.7001401 5.2591105 4.6741499 10.6050845 6.2893919 9.2376383 5.7345091 0.2147465 6.4927008 10.1395281 7.2969924 7.4202643 11.9691021 6.8116508 8.0374459 4.8927893 6.4852449 0.2147465 6.3315798 8.1347708 10.3037688 10.1058918 2.8927796 8.4805648 7.3886425 9.9602219 4.6207096 1.3521935 9.3180034 4.1216040 2.7001512 8.2808046 10.2597462 9.8308969 0.7427823 11.6156143 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 9.3393539 11.9830654 9.5823488 6.3563111 9.8571283 12.6739935 9.1058918 9.3242852 11.7524194 11.3740825 8.7815309 9.8105326 13.2780770 0.2147465 7.6708644 -1.1071816 -2.1071816 10.3545228 6.2979287 8.4933603 11.0725412 11.2041101 11.5665382 4.5792888 11.6233638 13.2481730 10.7406279 10.2732486 10.6151682 3.2503401 5.9960746 8.5705073 8.1816537 2.7507780 7.5810378 9.3501684 4.8116508 10.6100355 NA 11.6918667 8.7081707 15.1759754 4.6741499 4.1781888 10.9041896 9.4730461 8.9102919 11.4497725 11.1096849 8.3866428 7.7677687 11.5241920 8.6725070 14.0316992 3.4599037 10.2973969 NA 7.0280099 8.1988492 0.7001733 9.5810378 10.0630256 10.2500646 6.3563111 8.7374934 -1.1071816 12.2911304 -2.1071816 12.5293555 10.3811298 10.2253836 NA 11.7116693 8.8977103 9.7418017 1.4777291 11.1692028 13.2803000 10.7955394 11.5089917 11.7524194 11.3740825 10.1581095 9.9675981 9.4483352 10.1123463 8.7815309 10.6401413 4.8353026 12.3434833 1.2147465 3.9802538 0.2147465 6.6936877 11.1699296 10.4062684 11.4459368 9.9050629 11.0627125 9.4338842 NA 1.4777291 NA 7.9438334 11.5606054 10.1164876 0.4777809 9.0227146 11.1008695 7.3664936 7.9521320 TCGA-BQ-5885 63 0 NA 921 kidney stage iii t3 n0 m0 male 2008 NA NA NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 1 5 2 3 5 1 4 1 NA NA 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.046104e-06 4.855162e-07 4 26.6666666666667 20 24 25.3333333333333 9.2765841 6.4198793 14.3381485 11.5594306 11.2102904 6.3536462 9.0579530 NA 11.2119604 12.7638337 11.3267698 10.7810357 9.3366010 9.6639076 7.7418074 7.5007989 9.2032552 0.7194025 12.3886199 5.4743257 4.3439336 10.7482665 11.8363596 11.7422697 11.2984411 11.3236839 9.1131874 10.0376057 7.4518894 10.7381034 8.9689481 10.2727489 11.7283350 10.8746794 11.1900984 13.8068493 7.9500204 0.0000000 0.6079200 -0.0114730 -0.0095426 -0.0077482 -0.0119960 0.0646540 -0.6462100 -0.6798500 -0.0184900 0.6727000 -0.0114730 -0.0040162 -0.0095426 -0.0095426 -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 0.000 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 5.7783321 12.5672799 10.6885862 5.7194408 3.7783348 9.7589069 10.6871462 6.6658589 8.3439305 4.4198759 4.9158364 4.5607394 9.8463247 2.4564119 10.0025279 6.8069027 2.4564119 10.0930298 10.9100874 13.5922779 9.9474565 11.5724891 7.2993839 9.0140604 6.2112926 5.8209780 2.4564119 7.3193524 7.5898039 9.5491622 11.9831000 -0.8656476 8.4106014 9.5470468 10.5326863 5.7783321 NA 8.9305168 5.4743257 6.6042819 8.1568451 10.5108195 10.2462647 4.8122672 11.1800354 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 8.4541492 13.0472728 8.3218289 5.2430026 7.7855290 12.3886199 8.5073419 7.3871428 13.4338997 10.1295375 8.8279641 7.4518894 12.1293608 5.9418317 7.6541133 1.9418200 0.1344838 8.9909027 6.3243012 9.9899529 8.9721050 10.9005918 10.6112232 1.4563856 8.8051331 11.9934294 9.4164070 11.4313932 11.2196175 6.7638338 6.2637593 9.6020825 10.8508679 5.3243030 7.7156779 9.1526773 4.9158364 9.9815343 3.3044088 10.3469734 9.3243016 15.7998130 3.3044088 10.2854935 10.3542506 9.2298741 9.5051645 10.4903787 9.0725863 9.2521202 4.4198759 10.8366497 8.0353440 13.0443701 8.7387709 10.3554599 0.1344838 7.9814720 7.5898039 -0.8656476 6.8349172 8.7729130 7.4428158 5.2430026 2.8349134 -0.8656476 11.0025279 6.2219389 11.1733960 12.6485746 10.2199494 2.3043942 10.9602308 7.8383808 8.4518898 4.7783348 9.9043149 11.3605881 10.7482665 8.4428162 13.4338997 10.1295375 9.3280023 6.5181810 6.8349172 9.5582232 8.8279641 10.7837332 2.1344838 12.8282907 0.7194025 2.7194463 5.9418317 5.3439301 11.8253480 9.5969793 10.3847754 11.0398640 10.2940519 10.7724603 2.4564119 2.1344838 -0.8656476 7.9945396 11.9627385 7.6697525 1.1344838 8.7510258 10.8192257 6.3341499 7.6775089 TCGA-BQ-5886 75 0 NA 792 kidney stage iii t3a nx m0 male 2009 NA NA NA kidney papillary renal cell carcinoma NA NA white NA 1 2 NA NA 3 1 2 1 1 1 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.525908e-06 2.427581e-07 1.92307692307692 26.9230769230769 28.8461538461538 25 17.3076923076923 8.2518843 4.7297159 14.5885009 11.3551823 10.6204879 6.1326817 9.4195876 -0.7621916 10.4071625 12.0087341 11.7404470 7.4027708 8.0770678 10.2201444 5.4473180 6.0833538 9.5665387 -0.7621916 12.9966075 2.0452333 1.5597855 12.3458982 11.4937776 12.1166811 11.8904848 9.9313508 8.9434962 8.6451317 7.4999591 10.1227975 9.5163132 9.6921632 11.5600737 10.8307880 10.3684344 12.9555402 7.5723160 0.01363200 0.01363200 0.59458000 -0.00294290 -0.00429290 -0.00429290 0.57648000 -0.00498440 0.01363200 0.01363200 0.01363200 -0.01835300 0.00263570 -0.00276090 -0.00294290 -0.00180140 -0.00180140 -0.00512270 -0.00857660 0.00069327 0.00069327 0.00194180 0.00194180 -0.01243700 0.58793000 -0.02397700 -0.00885260 -0.02067000 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 4.9927503 12.0942894 11.4597530 3.9927503 0.8228525 9.0079330 10.7441714 1.2378696 8.2822582 1.5597855 5.4077878 1.2378696 9.9901441 3.8817233 9.6204878 6.5531946 2.4077878 3.6972957 11.1063006 14.1155314 7.2151437 12.3597211 6.2036475 10.6090960 5.7135968 8.1686009 NA 9.6870126 9.0192235 8.1447546 12.5176195 NA 5.2602327 7.7135975 10.6376758 5.9657843 NA 8.7653408 8.2462926 4.0958485 7.4521827 9.6470426 10.8708590 0.2305719 10.1033960 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 9.7347176 13.6173099 8.7672943 3.5597977 8.0896131 12.9966075 9.0723350 7.4375365 13.0516450 9.9031998 6.6808068 7.4999591 12.8403307 5.1447561 6.4473180 -0.7621916 0.2378084 6.7297173 6.3977345 9.3216623 9.5876978 11.9263327 10.9155835 1.8228117 8.8340535 11.8268127 9.5462028 11.3463883 8.9173440 3.1447480 3.2378696 10.4899379 8.9120561 5.6460676 6.7054693 10.2187175 3.0452158 8.6931911 7.6724918 10.6833960 10.0085278 15.5687982 6.3568041 7.8708591 9.8898124 9.3450810 9.2420844 10.5564066 8.9860568 8.5620443 3.6301841 9.7406957 8.9691827 14.9072749 7.7422461 10.0330917 NA 8.3093263 6.7054693 NA 6.6890755 9.6074613 8.9708792 3.5597977 4.1447561 -0.7621916 11.3828406 NA 11.8345195 11.6459282 10.4756713 NA 9.8470426 8.4202584 8.9691827 -0.7621916 9.5011330 12.1778103 12.3458982 9.2194311 13.0516450 9.9031998 10.3086556 7.2877124 7.3825220 9.2725666 6.6808068 9.7972410 5.1205054 13.3525822 2.0452333 -0.7621916 5.1447561 2.0452333 12.6731434 11.9803838 12.2309791 9.7216796 9.5631692 10.0580427 0.8228525 -0.7621916 NA 8.5846878 10.2352903 8.0290266 -0.7621916 9.3319414 10.6446003 5.2378620 7.4424351 TCGA-BQ-5887 54 0 NA 771 kidney stage iii t3a n0 m0 male 2009 NA NA NA kidney papillary renal cell carcinoma NA NA white NA 4 6 1 3 5 1 5 3 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3.81477e-07 1.387189e-07 26.6666666666667 0 26.6666666666667 33.3333333333333 13.3333333333333 8.8521437 5.3492343 13.9897098 11.1247824 10.6815303 6.8336706 7.4582425 -0.3512585 9.8625075 12.4935015 11.4822788 6.5436134 8.7767900 9.2196001 7.5160743 8.3733098 9.6438562 1.8187279 11.6463281 -0.3512585 5.0063474 11.6808414 11.2040391 11.3326676 11.5854336 8.4737544 9.4793110 8.8048786 7.9061835 10.9318841 9.5168466 10.1082274 11.3713898 10.0362746 9.2505666 13.8033765 6.6041544 0.093185 0.093185 -0.029721 1.164300 0.388250 0.388250 0.465700 -0.042517 0.093185 0.093185 0.093185 -0.029721 -0.025209 0.102050 1.164300 -0.020549 -0.030677 -0.064777 -0.043331 -0.029175 -0.029175 0.038771 0.038771 0.000000 0.609860 -0.059673 -0.059673 -0.069466 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 6.5067765 14.9637152 9.2754173 5.7468287 2.5556935 10.6789456 10.5828552 3.7780824 10.3843517 5.7362585 4.7780771 -0.3512585 9.6956332 4.8582496 10.1041229 6.0387917 2.2337654 6.4561507 9.9802726 11.5220206 7.1366354 11.6904549 4.9707248 9.4440237 3.8187177 7.5556866 2.1082233 NA 8.5646750 10.3357339 11.3913157 6.4689742 6.7094919 9.2570505 11.2041038 5.7780798 9.1203286 9.1792020 3.6029913 0.2337654 10.1713772 10.9448257 10.6512592 0.5127831 10.5316145 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 8.944565 13.045668 7.331790 5.567658 9.958272 11.646328 7.924920 7.877614 12.933692 10.288589 12.280882 7.906184 13.014230 6.682219 8.166465 1.233765 NA 7.140649 6.519160 9.076161 10.4124230 11.3125762 10.9451384 3.6931858 9.3596022 11.9089802 10.5481526 10.6342820 9.1214866 3.2926493 5.3902618 10.0079962 7.8061429 5.0411115 7.6683865 8.7806526 5.2033852 9.4399586 NA 10.6652558 8.3016407 16.0113903 5.4169816 8.8740032 11.2407855 9.8237213 8.9819511 11.1833418 9.5684040 7.7934537 8.0979441 9.5601878 8.9418305 14.1676640 7.8164896 9.5957021 -1.3510744 7.2174362 8.6160220 4.5067796 8.9050045 10.2662632 10.2763296 5.5676580 7.1565908 1.4561753 11.7669257 4.4301581 12.7438630 11.3518341 10.4777256 0.6488335 10.4066024 8.2318783 8.9097152 0.9707064 10.2024251 11.8947940 11.6808414 9.8570300 12.9336921 10.2885886 10.5183896 8.3851976 8.8036139 9.8692405 12.2808821 9.6551217 4.3492379 13.0161422 6.6374798 7.9662084 6.6822193 4.9155830 11.7667634 10.6791180 10.6449161 9.8919697 10.8045626 9.1703961 2.8187279 NA 3.6487990 8.5778174 13.0212255 8.9085391 NA 8.3352961 10.9602602 5.2337577 8.8410885 TCGA-BQ-5888 74 0 NA 403 kidney stage i t1a n0 m0 female 2009 NA NA NA kidney papillary renal cell carcinoma NA NA white NA 1 1 1 1 5 3 1 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4.855162e-07 1.733986e-07 10 30 20 25 15 8.6480329 -0.9238514 13.3108276 11.6387613 10.3318991 4.6612422 8.0497478 1.0762854 10.1021119 13.1762034 12.5685091 2.3982135 8.6154391 9.4920220 7.5721355 8.0649647 9.4049553 NA 13.0568662 2.8836404 3.8311679 12.5459221 11.0899450 10.6236568 12.0108926 9.5449044 8.5274915 9.6347011 6.8444647 11.0720475 6.7129052 10.3720493 12.3380814 10.7495894 10.0384533 13.6117380 8.7112003 0.00110930 0.00708940 0.00235810 0.00071875 -0.00304750 -0.00304750 0.35659000 -0.41025000 0.00138680 -0.36272000 0.00104120 0.00235810 0.00847430 0.00374650 0.00071875 0.00083195 -0.39408000 -0.38850000 -0.00761010 -0.00193990 -0.00193990 -0.38817000 -0.38817000 -0.00166290 -0.02657700 -0.01849000 -0.01849000 -0.00609040 0.000 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 8.34306665 12.44260253 9.91075140 5.43383077 4.24620284 8.97498754 8.53980478 0.07628544 8.57811753 4.39820670 6.30509866 0.07628544 10.10318406 2.66124794 9.36860206 6.92890324 1.07628544 7.73449151 9.50359322 9.37204926 9.54897118 11.67851524 8.29786729 9.88925982 5.41613038 11.48646666 1.07628544 1.88362082 8.15309597 10.05356021 12.10020791 1.39818617 9.68268548 8.56612826 10.54744742 9.42500856 NA 8.43383244 3.72013616 5.95304169 8.30028208 10.56901480 11.26208492 2.37787337 12.14782983 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 8.9249033 13.2281689 6.1637422 6.5438856 6.8510669 13.0568662 8.6761930 7.6347007 12.8305415 10.2285651 8.2462052 6.8444647 12.0965658 6.8576402 7.1848049 0.6612023 NA 9.0275649 7.3430667 8.8603753 10.3541489 11.1158848 11.6139841 -0.9238514 8.7092755 11.9371733 10.1782560 11.0773366 9.8747521 5.0762812 6.2158319 11.3611044 14.2658733 5.8176130 7.9771471 8.7255363 6.3524054 9.2487077 5.7344929 10.4978192 8.6836105 16.1595103 9.7255365 7.2857333 10.9107514 10.6018011 9.3301279 10.9443312 9.0492602 8.8852446 5.7344929 9.9854234 9.6164084 13.2754159 6.9303388 9.7888074 NA 6.3616824 7.8311679 NA 7.3477436 9.1315627 7.7273317 6.5438856 5.2055646 -0.9238514 10.2832947 6.9589239 9.1041862 12.0496190 9.7645306 1.3981862 9.3674510 8.2978673 9.0833075 1.0762854 10.0187948 11.4513198 12.5459221 9.4371274 12.8305415 10.2285651 11.0388149 7.6270268 6.6231748 10.0857311 8.2462052 9.6480331 8.2386718 13.4600521 2.5357046 2.5357046 6.8576402 4.5357108 11.9735586 10.9198089 11.0147573 10.7636560 9.9060031 10.1172549 5.4513199 2.7767146 3.0762854 9.4607944 10.3013371 7.6799065 1.0762854 8.2978673 11.1700280 7.2310983 8.4382242 TCGA-BQ-5889 63 1 329 NA kidney stage iv t3b n1 m1 male 2009 NA NA NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 1 1 1 3 4 3 5 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.144431e-06 4.161568e-07 4.44444444444444 17.7777777777778 24.4444444444444 17.7777777777778 35.5555555555556 8.685425 4.557563 13.329885 11.368911 10.986141 6.030499 8.230302 2.284544 10.247442 12.144339 12.064128 8.860715 8.659585 9.681151 7.659585 8.527720 10.020948 3.984981 12.548891 3.909034 5.956972 11.719695 11.677530 11.659223 11.962559 9.180374 9.253213 9.453636 7.800246 10.813000 9.371125 10.391763 11.849172 10.759266 10.391763 14.247894 7.958621 0.00585850 0.00224680 -0.03092300 0.01407800 0.30381000 0.30381000 -0.03501300 0.00335740 0.00585850 0.00224680 0.00224680 -0.03092300 -0.00191240 -0.00066555 0.01407800 -0.00303030 0.00599750 -0.14962000 0.00000000 -0.15052000 -0.15052000 -0.14667000 -0.14667000 -0.14333000 0.01925000 0.01003400 0.01003400 0.01883100 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 9.4874859 11.3064512 11.0697259 7.0260132 6.1089739 9.2173315 10.9139025 3.3434362 8.8695084 6.3506351 7.8081076 3.4000187 10.2742904 4.2541707 10.0795032 6.8912345 4.0571383 8.7136037 9.5093514 13.7556503 9.4317508 11.8421691 6.9803544 8.5714887 6.1833992 9.8682555 2.1590156 5.5575633 7.8493307 11.5797408 11.5004833 4.9090386 8.3124519 10.0305002 10.2498492 8.4874859 0.6995516 9.0158649 2.0215153 4.2938339 7.8844587 10.2863481 10.1763296 1.0585243 10.8805586 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 9.1004629 13.4344517 8.8340096 8.3216350 7.6624797 12.5488907 8.0282581 7.7357571 12.9382867 10.3325786 12.0908270 7.8002457 12.2614679 6.6184472 7.2309648 -1.3004484 -0.3004484 9.9907541 6.3506351 8.9493724 9.7541877 11.9473626 11.5575644 0.6995516 8.7385024 11.9501779 10.7288706 10.6087265 9.7494319 6.7494324 8.1047251 11.5915569 11.0327387 7.0908704 7.1383752 9.6102261 6.7548661 9.7969572 7.3216350 10.4325987 9.2251043 17.3213843 9.6479507 5.1914363 11.5438968 10.0827477 8.5197624 10.9979324 10.1641291 8.7343824 8.4644551 10.2108419 8.8556665 13.7665555 8.5100746 10.0832877 -1.3004484 7.3472573 9.7184789 -0.3004484 8.6711270 9.6732808 8.5387872 8.3216350 5.0919029 0.2845141 11.4412610 5.2073775 10.4760164 12.2282817 10.7136038 2.5069319 10.8512342 8.3948116 9.0919008 3.5069446 10.0510747 11.4532180 11.7196952 9.9504740 12.9382867 10.3325786 10.3869591 7.7108106 7.1342117 9.9310026 12.0908270 10.2613486 8.1258479 13.3546668 7.2580044 5.3142941 6.6184472 4.9090386 12.4600954 10.2920404 10.5466407 11.1864184 9.7398731 11.2260826 8.0101963 4.0571383 2.4000187 8.6846140 11.4885076 8.2845461 2.7870563 8.0680898 10.9175411 5.7976148 8.7426106 TCGA-BQ-5890 69 0 NA 233 kidney stage iii t3a n0 m0 male 2009 NA NA NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 4 5 3 4 3 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 5 0 0 0 0 1.907385e-06 4.855162e-07 9.72222222222222 22.2222222222222 16.6666666666667 31.9444444444444 19.4444444444444 8.4085352 6.2132170 15.9560228 9.7648590 10.9790419 6.7827257 8.4857033 0.4383993 10.1979016 11.8537751 11.3153301 11.0320540 8.9737048 9.0984253 7.6792211 5.8047506 9.4085352 -1.5614942 13.1687935 3.5258935 3.6863548 10.2433672 11.5990006 12.0280806 10.8557546 10.5654565 6.7145533 8.1492360 8.1815807 10.1375681 9.6096063 10.2481976 11.5476071 10.3572927 10.6368745 13.0139687 5.2874280 0.01209700 0.01209700 0.60503000 0.57755000 -0.01271300 -0.01271300 0.68440000 -0.68296000 0.01209700 0.01209700 0.01209700 -0.03081300 -0.73845000 -0.03925800 0.57755000 -0.65929000 -0.68933000 -0.00027724 -0.01113300 -0.66818000 -0.66818000 -0.08824200 -0.08824200 0.00833510 0.00235810 -0.64434000 -0.07374300 -0.67021000 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 6.1933164 11.5285419 11.2625927 5.3926265 1.7603487 9.9374830 10.5589914 6.0966414 9.1240543 2.6083598 6.0966414 -1.5614942 10.1469142 5.8221336 9.8269850 6.4449519 0.4383993 5.4384293 10.2028865 16.0629154 8.3926257 11.7494682 4.8307472 10.0691517 4.2713211 5.6083539 -0.5614942 8.3362749 8.2538130 8.7893687 10.8960669 1.0233973 5.8478216 8.5469539 9.8183492 7.1073144 -0.5614942 9.1466511 7.7827257 3.4828225 8.5638430 9.3095030 10.6020792 1.9405051 10.1383359 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 9.78217035 14.28817663 10.52323780 4.08228532 8.50317220 13.16879346 9.25701156 8.36472562 14.04350381 10.53679058 7.28391992 8.18158065 12.81177046 5.64788146 7.51524488 0.02332633 NA 10.24377034 7.06413808 10.05347970 9.86940461 10.85680918 10.92652061 1.76034871 9.36101383 11.31187357 10.20661380 11.73419841 8.92022898 5.93028317 4.93028317 10.11085480 8.29329783 7.66965044 7.19665228 9.53184695 2.43842594 8.46356892 7.73304991 10.36027044 10.23528022 16.10042323 2.96199368 8.19164605 10.79185199 9.58436163 8.99493549 10.63349406 9.86835927 9.60019113 3.39261967 11.31743828 9.58243764 13.68487319 8.45630964 9.62578152 NA 7.83162710 7.07505443 2.13887998 7.35729247 9.77716587 9.76053783 4.08228532 5.05313741 -1.56149422 11.76035757 0.02332633 11.06025238 10.38204316 10.23162633 NA 10.29679911 8.90705349 9.36324205 NA 9.74733721 12.42293693 10.24336716 10.00828505 14.04350381 10.53679058 10.60522022 7.44965711 6.82644680 8.41175375 7.28391992 10.72267521 -0.56149422 13.31115243 -0.56149422 0.02332633 5.64788146 3.79598508 11.52605805 11.56093396 11.10664963 10.18955502 9.97419085 9.42782404 -0.56149422 -1.56149422 -0.56149422 8.04077574 9.10903271 8.31801263 2.60835981 8.73419849 11.22612802 3.19331442 5.84782157 TCGA-BQ-5891 57 0 NA 29 kidney stage iii t3b n0 m0 female 2009 NA NA NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 4 5 2 2 5 1 4 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 3.81477e-07 4.161568e-07 20 32 12 24 12 9.2867705 9.8000601 15.1397411 10.8421371 11.8071215 8.3526010 7.8269012 5.4736311 10.0533237 12.3425304 9.8351358 9.5015367 9.4837392 10.4208292 9.1960968 6.3513757 10.9256659 -0.2632653 14.1615968 1.6111252 3.2391689 10.6512994 11.5566698 13.0388280 12.2363449 12.6349515 9.5690277 9.2893342 8.3635908 9.9211271 8.8152606 9.5120011 11.5329751 10.4761645 11.1952426 14.1477567 4.3805217 0.011400 0.032845 -0.020560 1.520300 1.508900 1.512700 1.409100 -0.082934 0.011400 0.011400 0.032845 -0.013126 0.020203 1.549000 1.520300 -0.020961 -0.020961 -0.040427 -0.050586 -0.039801 -0.039801 -0.019177 -0.050370 -0.055813 1.434900 -0.142610 -0.124730 -0.130960 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 1.455 2.670 2.670 0.000 -0.131 0.000 0.000 0.000 0.000 0.000 0.000 1.549 1.549 0.000 0.000 1.509 1.509 0.000 0.000 0.000 0.000 0.325 0.325 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 1.455 2.670 2.670 0.000 -0.131 0.000 0.000 0.000 0.000 0.000 0.000 1.549 1.549 0.000 0.000 1.509 1.509 0.000 0.000 0.000 0.000 0.325 0.325 5.8659485 8.9132539 10.4934993 6.9845928 -0.2632653 9.7383313 12.0119166 9.6703556 9.3930899 3.6752627 1.4736311 NA 9.9293359 6.7774118 10.0358731 6.6363245 -1.8484009 5.3216287 9.0212965 8.5471618 7.9924807 11.4422975 6.6985963 10.5426776 4.9845939 11.5616238 -0.8484009 4.4915517 8.8000602 9.4067312 10.6329041 -0.8484009 6.5004308 7.5987858 10.1171262 6.0525702 NA 9.2654446 6.1174873 4.0585936 8.3805212 9.5238003 10.4806579 -1.8339273 12.4736659 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 8.9718815 13.5871124 9.3001791 2.4736311 9.4132099 14.1615968 8.5223901 9.8036512 13.4613565 11.0094892 8.6213442 8.3635908 13.3975152 6.9654842 8.7710054 -0.8484009 -1.8484009 10.4123281 7.0495480 10.2432834 9.8749368 10.9628766 10.3090495 0.9590282 10.3820233 11.9558336 11.3291221 11.0408262 10.2080015 6.7590333 3.3996360 9.2899744 9.8965365 6.9713067 7.4554834 8.9845925 3.1058959 9.4096797 5.3316121 10.3483047 9.5283707 14.5241085 2.2391536 8.3562737 10.4651525 9.2517077 9.8625090 11.2271817 9.5092546 9.1552205 8.8054434 11.3681453 9.4859758 14.5412163 9.7735530 9.7404173 NA 7.4031851 6.3513757 1.9590653 8.7883271 9.8201443 9.7865135 2.4736311 5.1851252 -1.8484009 12.0206215 1.7366482 11.7532412 10.2375070 9.9273128 -0.8484009 11.4093850 8.8027542 9.4137974 0.1517290 9.6259156 12.4341395 10.6512994 10.1960966 13.4613565 11.0094892 9.8421371 9.3901072 7.0158889 9.0891499 8.6213442 10.3393639 -0.8484009 12.6384747 1.1517290 3.1058959 6.9654842 5.9132533 11.7956715 10.6894063 11.0102664 9.3109433 10.2657702 9.8736562 NA 0.1517290 -0.8484009 8.2685013 9.3128975 9.5321636 -0.2632653 9.4208293 11.5287775 5.1174873 8.1837485 TCGA-BQ-5892 51 0 NA 364 kidney stage i t1b n0 m0 male 2010 NA NA NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 4 2 3 3 3 1 2 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.387189e-06 2.080784e-07 4.25531914893617 34.0425531914894 8.51063829787234 34.0425531914894 19.1489361702128 9.208471 8.226706 13.883081 10.110402 11.175548 6.953975 8.813933 4.627869 10.625256 12.787743 11.237238 9.686765 9.060444 9.787889 8.664005 9.356187 9.632438 2.841269 12.793507 4.073940 3.876900 10.560322 11.178904 10.936408 14.086234 9.814542 9.217183 9.597498 8.656338 10.383920 9.341918 10.023670 11.398930 10.505900 10.535459 13.400509 6.625151 0.1668500 0.1679000 -0.0034627 0.7867800 0.6030400 0.1514400 0.7364400 -0.0702690 0.1668500 0.1668500 0.1679000 -0.4795500 0.1539700 0.1565100 0.7867800 -0.0347680 -0.0347680 -0.0162920 -0.0940640 0.1598000 0.1598000 -0.0813390 -0.0813390 0.1610000 -0.0270210 0.1083300 0.1083300 0.1395400 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 0.149 0.787 0.000 0.000 0.000 0.126 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 0.149 0.787 0.000 0.000 0.000 0.126 0.000 0.000 0.000 0.000 0.000 0.000 8.2641808 10.3761616 12.7331348 5.2742356 3.3773320 9.3862165 11.0906257 -0.4805587 8.5235674 5.5417162 7.7505683 3.6068094 10.2393647 4.4500829 9.1459688 7.2576424 1.3267099 5.6892712 8.3710962 16.2416877 7.0777675 12.3737285 5.1043115 8.5948262 4.2472668 10.7779131 1.5193406 9.7251404 7.9052095 10.6735323 10.8533410 5.1043115 7.2775701 9.9576192 9.5500143 5.4500829 2.9116724 9.4887337 6.7481660 4.2472668 8.0967758 9.3470074 10.2249795 2.3297838 9.1698423 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 9.150524 12.940426 10.558266 6.953975 9.085401 12.793507 6.827686 8.827686 13.315792 11.074416 11.551048 8.656338 12.775703 6.885670 4.300709 NA -1.480760 9.613425 7.709171 10.107073 10.181570 11.209563 11.009947 2.426238 10.160496 13.064130 10.508742 10.685824 10.542408 4.300709 6.767275 8.998117 11.120421 6.225878 7.574630 9.038000 5.364839 9.923957 7.145056 10.407329 9.039966 16.447050 4.928740 6.450085 10.564083 9.410371 9.459661 11.667983 10.068651 8.574629 7.585437 10.784376 8.861422 14.370022 6.377702 9.986953 NA 8.460277 8.929798 NA 9.345101 9.908441 8.285876 6.953975 6.684253 -1.480760 11.739877 NA 11.084211 10.707009 10.326299 -1.480760 11.565107 8.909516 9.477900 4.804751 10.447125 12.898929 10.560322 9.747564 13.315792 11.074416 10.347484 9.234451 7.300707 9.618129 11.551048 11.103605 4.352236 12.733970 4.962290 6.937200 6.885670 5.585437 12.139109 10.873321 11.583921 9.730018 10.374216 9.748767 1.104337 2.426238 NA 7.902446 10.915446 9.575307 1.519341 7.270891 11.186459 5.247267 8.081589 TCGA-BQ-5893 61 1 241 NA kidney stage iv t3a n1 m1 male 2010 NA NA NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 4 6 3 3 5 3 3 3 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 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 4 0 0 0 0 4 0 1.109751e-06 4.508365e-07 18.1818181818182 20.4545454545455 6.81818181818182 52.2727272727273 2.27272727272727 9.1792279 8.4587400 13.5978188 10.4805709 11.6485853 6.9273821 7.9969779 1.5654509 11.2841854 12.2440386 10.0914486 7.6288334 9.3760101 8.4296248 7.9339449 8.1597629 9.7888369 0.1504297 13.1179275 2.8873693 1.7353489 11.1842828 12.1246315 11.7871766 12.2367584 9.8675061 9.2993012 9.0238450 8.5974842 10.9391193 9.4909928 10.5636763 11.4857913 10.6706923 11.5112481 13.7209287 6.6797531 0.60214000 0.60214000 0.00041593 -0.00895150 -0.00788630 -0.00788630 0.81786000 -0.01202400 0.60214000 0.60214000 0.60214000 -0.00069303 -0.00503140 -0.00069303 -0.00895150 0.49753000 0.49753000 0.00666530 0.05882900 -0.00138580 -0.00138580 -0.00166290 -0.00166290 -0.00636680 -0.65566000 -0.03544800 -0.03544800 -0.01887800 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 7.1764634 11.1312546 11.4056263 4.8322267 2.1503972 8.6911360 11.8254759 1.3727850 8.7601953 4.9052883 5.0248693 0.1504297 10.6533355 4.5878090 9.9431913 6.8134606 2.3727850 6.0652836 6.7846074 10.2996740 7.3566016 11.9660511 7.5569604 4.9229923 6.6581958 12.0288351 1.3727850 3.5654388 8.1142603 9.0572916 10.8044403 4.8508394 6.8918675 8.6247830 9.1773854 6.7700097 8.9008288 10.7651109 1.8873693 4.0703807 7.4872797 10.5853801 10.3852184 2.6938995 11.3042295 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 9.8333955 13.5189984 8.7503137 5.6529023 8.6328727 13.1179275 9.5239912 8.8181041 13.5462029 9.0987682 10.7797576 8.5974842 13.0169072 7.0248704 8.6449234 -0.4345978 NA 10.5366228 7.1200274 10.3060751 10.7540273 11.6937551 11.9995454 1.5654509 8.8918678 12.3409459 10.7391156 11.8682202 9.1075030 6.1200263 5.0083838 9.0977943 8.4872793 8.0409894 8.2236499 9.1578956 7.5254402 10.3035308 -0.4345978 10.9102892 10.1329193 14.0575733 5.3069038 3.4723318 11.0197378 9.8409810 9.0781788 11.7072263 10.5398530 7.8181041 8.3840209 11.7847583 8.3549722 13.4182118 6.0068052 10.5398530 NA 7.8008546 8.0452185 7.5597916 8.6895599 10.1929723 9.0612934 5.6529023 3.9917078 NA 12.5757917 7.6016118 8.4124958 10.9740336 10.1070192 0.1504297 11.2956963 9.4093595 10.7075456 1.5654509 10.5039155 11.7785427 11.1842828 9.9448169 13.5462029 9.0987682 10.1541532 9.2925080 6.5822474 8.6464291 10.7797576 11.4429144 4.9404769 12.9255311 4.3468009 6.0492539 7.0248704 5.3069038 13.2750070 10.5097845 11.3856175 10.3224118 10.3290658 11.2065871 1.8873693 2.6528995 1.1504297 7.2783435 7.1945037 8.7651107 -0.4345978 7.8181041 11.6514088 5.8783207 6.7990588 TCGA-BQ-5894 42 0 NA 84 kidney stage iv t3b n1 m1 male 2010 NA NA NA kidney papillary renal cell carcinoma NA NA NA hispanic or latino 3 6 3 3 4 3 5 3 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5.201959e-07 1.040392e-07 0 16.6666666666667 33.3333333333333 38.8888888888889 11.1111111111111 8.7208793 5.1373150 11.1916039 11.1709947 11.2665986 6.9825134 8.2088030 1.8809597 10.9769589 11.9342985 11.5965566 7.6506303 9.7285552 8.4858378 7.7825134 8.5674762 9.8897157 NA 13.5296830 0.7110543 5.7334194 10.9515441 11.7612108 10.8367872 11.6782771 9.5224256 9.5103326 8.7236753 8.4201346 10.8189218 9.2443807 10.7838534 12.0665397 10.5686431 11.5001769 12.7183410 6.6299146 0.2291600 0.2345700 0.0144700 -0.2869000 0.1700100 0.1700100 0.0016642 -0.3021600 0.2291600 0.2345700 0.2345700 0.0144700 -0.2769100 -0.3027500 -0.2869000 0.0162860 0.0120970 -0.0252090 0.0000000 0.0069435 0.0069435 -0.2714000 -0.2839500 -0.2812000 0.0391950 -0.0361290 -0.0278080 -0.2907100 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 8.7485978 8.2732935 11.5977001 5.7771409 2.7110543 9.3987240 10.0773731 4.6883314 8.5690319 6.4184092 8.5054666 1.0329472 10.4583250 4.7334194 10.1576173 6.4348150 1.5183841 8.0464414 9.6476888 12.0940896 8.6239404 12.2167384 6.7110516 8.3109635 6.7499700 12.4974226 0.7110543 1.5183841 7.9825139 10.5447317 11.0193899 3.6179449 9.2138826 9.7194795 10.5463118 8.6491602 5.7222775 10.5717499 2.0329824 3.7771356 7.9964532 9.0904835 10.6696036 3.2881814 11.5292536 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 10.136267 13.216552 8.531230 6.310964 7.944670 13.529683 9.142548 7.998763 12.964972 9.444914 11.812862 8.420135 12.630752 6.445760 7.495686 1.880960 NA 11.460711 6.840334 10.705171 10.6764745 11.9165387 12.1014886 -1.2891219 8.4592439 12.2977734 10.8993306 11.9370114 10.0108313 5.6179420 6.2732939 10.1044414 10.2223094 8.7152293 8.0148317 8.8221865 7.8273948 10.2880076 2.4114805 10.8699761 9.0718981 16.0891171 7.7825134 4.7334194 11.4920007 10.3975514 9.0553467 11.1028315 10.0942152 8.4321502 8.2089025 11.1435928 8.0427516 13.4041022 8.3199155 10.6153092 -1.2891219 7.2486572 8.8312889 6.3476763 9.4304398 9.7527101 8.3404074 6.3109635 4.0329824 -0.2889457 11.9897907 7.5844951 9.2188456 11.5754305 10.1968802 -1.2891219 10.7437854 9.6513644 11.2056565 4.1033717 10.3643438 11.8515612 10.9515441 10.0942152 12.9649722 9.4449136 10.2950738 9.3710467 6.9871753 9.8212863 11.8128625 10.8800364 7.2108963 13.2146903 5.5814145 5.3404092 6.4457598 5.4792338 12.3703779 10.0680530 10.7099939 11.0603321 10.2463263 12.1258682 2.1704699 1.0329472 2.9589726 8.2327102 9.0169531 8.6164378 2.4114805 7.8064478 11.6427118 6.8557095 7.6058684 TCGA-BQ-7044 73 0 NA 3760 kidney stage iii t3a nx m0 male 2000 NA NA NA kidney papillary renal cell carcinoma NA NA white NA 1 2 3 4 5 1 4 1 2 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.387189e-06 3.81477e-07 5.76923076923077 26.9230769230769 15.3846153846154 34.6153846153846 17.3076923076923 8.918959 8.372324 14.194173 11.167354 11.461693 7.871579 9.042258 NA 10.625532 12.626806 10.667090 10.731694 8.314444 10.949702 8.295762 7.537559 10.597031 -1.425462 13.374147 3.432639 2.822587 9.324532 11.696232 11.887546 12.161151 10.021229 9.129252 8.753328 8.225715 10.272933 9.327044 10.662457 12.059863 10.447722 10.898562 13.625574 6.226289 0.0045800 -0.0081624 -0.0088526 0.0416000 0.8566000 0.8566000 0.0533790 -0.8693100 0.0045800 -0.0243720 -0.0081624 0.0132130 -0.0195890 0.0345360 0.0416000 0.0181030 -0.0124380 0.0093563 0.0034687 -0.8699400 -0.8699400 -0.0013858 0.0182430 0.0345360 0.9194600 0.0518140 0.0625080 -0.8729100 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 6.5746632 10.9956757 12.3412953 5.5404458 1.1596292 9.3195303 12.3515071 8.2733676 8.3707027 4.8414499 4.8414499 0.8966206 10.2007096 4.6407539 10.5061391 6.9043697 2.2750965 5.7345335 9.2672783 14.8706185 8.9893482 12.4587380 5.5633473 7.8507875 6.1671190 10.0918401 0.5746344 5.6936040 8.5317651 8.3658259 11.6039501 0.8966206 6.4012106 7.8784433 11.1326052 6.6080862 NA 9.3763714 8.3852347 4.9623362 8.2923391 9.9863169 10.5697234 3.2861567 12.6464462 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 9.6779507 13.7087282 10.1944243 4.6190549 8.6094617 13.3741469 8.6923058 8.5914711 13.1189633 9.8710056 6.1369050 8.2257145 12.7137345 6.1596251 8.5244896 NA -0.4252687 8.1967147 6.2889085 9.5082945 9.8971545 11.3858368 12.4013107 -1.4254625 9.2158116 11.6158087 10.2537031 11.5843166 9.0061605 6.2541424 5.3025823 9.6467956 8.0072050 6.6025682 7.5375585 8.4465681 4.7039479 8.8344063 8.3161299 10.5540880 9.5426096 15.1964572 7.1558636 7.0009273 10.9181262 9.5935584 8.8166461 10.7354798 10.0253587 8.6766387 2.3820308 10.7068412 10.1694540 15.1228983 7.6096545 10.1454673 0.1596292 8.0509228 6.2185196 0.1596292 9.3025834 9.9776749 8.9701971 4.6190549 4.3560241 -1.4254625 12.2418853 0.5746344 10.8367577 11.3053453 10.5068776 -1.4254625 10.9543120 8.3852347 9.3592978 6.3560223 9.7483400 12.7312990 9.3245323 9.7445878 13.1189633 9.8710056 10.2519421 8.2149077 7.7669555 8.5239645 6.1369050 10.5127723 5.8225899 13.7137345 0.8966206 2.9669841 6.1596251 3.8965916 11.7751018 10.3299678 10.5918193 9.7282149 10.2395546 10.5292227 -0.4252687 6.4908413 -1.4254625 8.5674880 10.6787767 9.1426189 -0.4252687 9.4845561 11.3218069 7.0051159 7.8178368 TCGA-BQ-7045 78 1 1468 NA kidney stage i t1b n0 m0 male 2001 NA NA NA kidney papillary renal cell carcinoma NA NA black or african american NA 2 1 NA NA 1 2 1 3 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.456549e-06 5.548757e-07 1.72413793103448 29.3103448275862 27.5862068965517 29.3103448275862 12.0689655172414 8.457675 7.274552 13.379283 11.174193 11.091945 7.052160 7.781970 NA 10.271838 12.822433 12.337562 8.348553 8.523051 10.916237 8.322558 7.185054 9.411563 NA 14.643502 1.804219 5.126159 11.212916 11.910935 11.451691 12.519050 9.848627 9.241638 9.029842 8.781512 10.469568 9.841322 10.842237 11.667903 10.381661 10.984970 14.357862 7.221860 0.01251600 0.01251600 0.64751000 -0.00124730 0.64836000 0.64836000 0.62661000 -0.02075000 0.01251600 0.01251600 0.01251600 0.64836000 0.00000000 0.00194180 -0.00124730 -0.00055444 -0.00965550 0.00875280 -0.00830050 -0.00277070 -0.00277070 0.00055459 -0.00671060 -0.00747200 0.63080000 -0.03081300 -0.03081300 -0.02507200 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 7.089635 12.799764 12.491025 5.711123 2.219277 8.837252 9.457675 1.804219 7.891695 3.389195 4.804234 3.919712 10.195118 3.389195 9.518478 6.108257 0.219215 5.428722 8.950589 14.449140 7.773859 11.839948 6.327795 8.964104 5.219269 12.474594 NA 4.126163 8.666353 8.711123 10.731023 3.026623 5.773859 8.690945 10.302749 6.285360 NA 8.997347 8.389195 4.176259 8.230497 9.453153 10.369017 2.343607 11.649864 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 9.129163 14.292240 9.997347 5.219269 8.707110 14.643502 9.520766 9.120137 12.463039 10.150007 8.230497 8.781512 12.955249 4.541199 8.545699 NA NA 8.727064 6.987454 10.779450 10.529883 11.484299 11.558563 0.219215 8.994057 12.484299 10.306733 10.018552 8.792917 6.126161 5.389195 11.432374 10.788176 2.541193 7.855894 8.742832 4.804234 9.396690 6.541197 10.887269 9.509289 15.778587 4.804234 3.678703 10.972487 9.764234 8.301419 10.729045 9.783419 7.448089 3.541193 9.773859 8.796699 14.463931 4.952082 9.699050 NA 7.570121 7.052160 NA 8.811727 9.970814 9.179272 5.219269 5.077252 NA 11.503516 NA 11.209374 10.776734 10.069457 NA 11.194401 7.863126 8.800471 1.804219 9.750651 11.823360 11.212916 9.732998 12.463039 10.150007 10.436016 8.785324 6.742832 9.472101 8.230497 10.414027 6.126161 13.116548 1.219277 3.919712 4.541199 5.467198 12.317302 10.754545 11.235382 9.682794 9.905770 10.135149 0.219215 NA NA 7.635772 11.524847 8.863126 0.219215 8.190813 10.451691 6.848627 8.185054 TCGA-BQ-7046 61 0 NA 2948 kidney stage i t1a nx m0 male 2002 NA NA NA kidney papillary renal cell carcinoma NA NA white NA 3 4 3 3 3 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5.895554e-07 1.387189e-07 9.52380952380952 19.047619047619 19.047619047619 33.3333333333333 19.047619047619 9.226080 8.149853 14.447716 11.471781 10.936764 7.450918 8.541808 -1.076432 10.242548 12.513677 11.861550 9.214612 8.355983 10.397147 8.395116 6.538150 9.193736 NA 13.638169 3.245374 4.806082 11.465989 12.148119 12.097118 11.919914 10.169588 9.796116 8.806084 8.429252 9.929065 9.034577 10.746410 11.689763 10.691625 11.041409 13.621983 5.934443 0.54894000 0.54894000 0.59566000 -0.01780300 0.60124000 0.60124000 1.13720000 -0.01958900 0.54894000 0.54894000 0.54894000 0.59566000 0.00291330 0.00041593 -0.01780300 -0.00277070 -0.00041585 -0.00152430 -0.00940460 -0.00138580 -0.00138580 -0.00346270 -0.00346270 -0.00124730 0.57987000 -0.01876500 -0.01876500 -0.02903800 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 6.7876271 10.9430316 12.1830371 5.7436200 2.6238903 9.6598682 11.4356876 -1.0764324 8.1401866 2.6238903 6.3157582 0.5084287 9.7700361 3.8776363 9.2169127 6.4897998 NA 5.7436200 9.3601524 15.5284883 7.9485804 11.6424018 6.9007207 9.2203570 6.7113435 10.1896419 0.5084287 9.3243203 8.7736278 9.6547599 10.9209733 1.9234535 6.0423817 7.4894948 10.5632338 4.7814227 NA 9.1450280 6.9346686 4.3868041 7.3497058 9.2045597 10.5018136 1.9016489 11.7285801 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 9.212307 13.459384 11.512156 5.349705 8.887782 13.638169 8.515898 9.368456 11.961846 10.325920 8.384921 8.429252 12.899289 5.415296 8.883443 NA -1.076432 9.711343 6.431235 9.946065 9.90785943 11.54067875 10.84379373 4.65136173 9.22035704 12.12341993 10.68665328 11.38312867 9.92484916 4.50840330 4.80608170 9.59674995 8.45482239 4.38287472 7.51215576 8.96783492 4.62387856 9.40624881 6.12311366 10.39257395 8.94858041 15.55051875 3.62387856 6.66490802 10.94094531 9.60467924 9.55461801 10.61081659 9.42328675 8.64282971 3.62387856 11.33891863 9.60994145 14.75983650 8.52491463 10.16899359 -1.07643243 7.53921776 7.44307698 NA 8.75633081 9.72837854 10.10583519 5.34970496 8.38900745 NA 11.58455095 -0.07658456 11.36249257 10.73962460 9.98953003 NA 10.79957410 8.74042436 9.02015602 NA 10.53123358 12.13867053 11.46598915 10.08771940 11.96184555 10.32592007 10.14321444 8.82430771 7.37465176 9.94880202 8.38492057 10.25211580 3.50840330 12.95453900 2.62389027 2.62389027 5.41529558 6.44700220 11.74919476 11.04465060 11.13411227 9.56909932 10.22893266 9.70807581 1.50842865 NA NA 7.62554448 10.91004027 9.09836665 NA 8.50652380 11.43790840 6.82430835 9.80837459 TCGA-BQ-7048 64 0 NA 2839 kidney stage iii t3a n0 m0 male 2003 NA NA NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 1 2 3 4 5 1 5 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 1.040392e-06 4.508365e-07 2.32558139534884 16.2790697674419 30.2325581395349 48.8372093023256 2.32558139534884 9.1218570 6.8775492 14.3417443 11.1402263 10.5410571 7.5383434 9.4053827 NA 10.4434951 12.1180459 10.5175537 9.3407238 9.0940415 11.8764760 8.7501442 6.8844038 9.5009261 -0.8367589 12.7151327 3.1633055 3.9181954 10.4699356 12.1931988 11.8719571 11.6235042 10.0694433 9.1087482 9.4040957 8.4852324 10.6324373 9.4253991 10.3800502 11.1134956 11.1766270 10.1006781 13.1813305 6.2499174 0.0000000 0.0000000 -0.0178030 0.0015699 0.0062481 0.0062481 0.0205810 -0.0584620 0.0000000 0.0000000 0.0000000 -0.0948130 0.0063871 0.0033299 0.0015699 -0.7482900 0.0119580 -0.1378100 0.0054139 -0.0051536 -0.0051536 -0.0013858 -0.0013858 0.0030522 0.0033299 0.0273570 -0.7237500 -0.0532060 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.135 -0.135 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 3.657 0.000 0.000 0.000 0.000 0.000 -0.138 -0.138 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.135 -0.135 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 3.657 0.000 0.000 0.000 0.000 0.000 -0.138 -0.138 0.000 0.000 6.639038 12.729477 8.576932 5.271829 2.485221 9.672446 12.711885 5.372757 8.849805 5.045945 4.944662 1.485221 10.168227 4.448709 9.553473 7.405002 2.163306 6.430091 9.799022 13.837110 8.682941 12.335576 7.581157 9.438265 4.863745 6.740733 1.970670 5.021284 7.967436 9.893774 11.901397 3.411236 6.849805 9.049001 10.336357 6.503155 NA 9.609354 5.702464 3.123997 8.931489 9.368853 10.824637 1.181230 11.056500 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 9.5339917 12.8579886 10.6546563 5.0940418 8.8304157 12.7151327 8.6531521 9.2925874 13.3155099 10.0873744 9.8008349 8.4852324 12.5617808 2.1633055 7.5076004 -0.8367589 -0.8367589 9.2280471 7.0336686 9.8969891 10.0535685 11.6137423 10.5625822 4.3332305 9.5329015 12.3559053 10.4584992 10.8405835 9.8188351 5.5208559 5.1633055 8.5252479 7.5252483 4.7482680 7.5164509 9.2022233 4.7178957 9.5252481 1.7482465 10.5136910 11.0189515 17.0143029 4.3332305 6.8215163 10.3770160 9.0197297 8.7926608 10.5958462 9.8792662 8.1233061 6.2293937 10.8370550 8.6288705 13.3599064 6.1636416 10.1247540 NA 7.5542473 7.8775498 -0.8367589 9.5307190 10.0716968 12.2951612 5.0940418 5.5556229 4.2925904 12.0962572 2.4852207 12.0319339 11.4607937 10.0290376 1.4852207 11.0690673 9.1661194 9.5906172 3.6227313 10.6103875 12.9146391 10.4699356 10.2307386 13.3155099 10.0873744 9.4986947 9.1884440 8.1290888 9.7264242 9.8008349 9.6451038 3.8071591 12.8565734 4.8912247 3.5556199 2.1633055 5.2293918 12.5039889 11.5705720 12.2798107 10.3885117 10.3987202 9.7463870 0.7482895 3.9706604 NA 7.9776944 11.4612723 9.3642030 -0.8367589 8.4716431 11.2337607 6.8498054 6.2293937 TCGA-BQ-7049 45 1 1364 NA kidney stage i t1a nx m0 female 2005 NA NA NA kidney papillary renal cell carcinoma NA NA white NA 1 1 1 3 4 3 5 3 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6.242351e-07 2.080784e-07 0 4 16 68 12 9.6325058 9.1821023 12.3524105 10.8174367 11.5831352 7.5787614 9.0768156 NA 10.5187567 12.9959645 11.7292485 5.8003201 8.5221778 11.2421104 9.1152169 8.0097721 9.8989360 -1.3695945 13.5808587 0.6304055 4.1849864 10.3540548 12.6055227 12.3773281 12.2938408 9.8664081 9.9657843 9.4999878 8.8806923 11.1357093 9.4656548 10.6873703 11.8259200 10.5864070 10.3182070 13.5786243 7.4786726 0.00000000 0.00000000 0.00069327 0.00069327 0.00069327 0.00249690 -0.00498440 -0.00129180 0.00000000 0.00000000 0.00000000 0.00069327 -0.00538990 -0.00484610 0.00069327 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7.2377243 9.9152181 12.4230826 5.4883736 3.5845898 9.1073528 11.6723952 3.2153524 9.6478984 5.7596778 5.2597508 6.1539553 10.2741510 3.4883736 9.4497747 6.9135285 2.0898371 7.8398475 9.6247474 9.4471456 7.9111649 12.0247227 7.0691855 7.8568058 5.7902664 12.5200880 2.6304055 -1.3695945 7.3342974 10.1287445 10.4891520 4.0227140 10.0413752 8.4035332 10.1988251 11.4296755 -0.3695945 8.8806923 2.8003098 4.0730061 7.8103030 10.0854900 10.4529648 -1.1555340 11.4554541 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 9.408471 13.039586 10.589309 6.122246 9.639523 13.580859 8.232165 9.291281 12.517234 11.106887 11.582407 8.880692 13.004754 5.215356 8.693789 -1.369595 -1.369595 9.093918 7.022712 9.609726 9.8416739 11.5042225 11.7656222 0.9523336 9.5976202 13.2007240 11.4597203 10.2574718 10.7683456 6.2886059 6.1302390 11.1359574 12.6118720 4.9879438 7.2886050 8.8759465 6.6416212 9.9528855 5.7284267 10.6819428 8.6472022 15.6694308 11.1729422 7.7852118 11.8644629 9.9674583 8.5729086 11.6875395 10.4996022 8.9489366 8.0032587 10.6816029 8.9192599 14.5556934 6.5552655 10.3608641 -1.3695945 7.4065970 8.5069109 1.4377604 9.3877839 10.1480633 9.1549355 6.1222461 2.3308452 -1.3695945 12.0604544 8.4976726 10.2209810 10.9579466 10.0461356 NA 11.4731371 8.6555336 9.6754711 3.6303938 10.4976726 11.8836505 10.3540548 10.6492896 12.5172336 11.1068870 10.3321336 9.7165302 7.0355359 9.9110197 11.5824071 10.9912410 10.1061274 12.9578764 4.0227140 6.4569425 5.2153563 6.6472022 12.2785268 9.9802280 10.3684862 10.0291376 10.8361872 10.3646802 2.5372961 NA -1.3695945 7.9203666 10.5824981 10.0831499 5.0227096 8.1676123 11.1376931 7.2078226 9.1519942 TCGA-BQ-7050 53 0 NA 1864 kidney stage i t1a n0 m0 female 2006 NA NA NA kidney papillary renal cell carcinoma NA NA white hispanic or latino 1 2 2 3 3 1 4 1 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 5.548757e-07 1.733986e-07 4.76190476190476 9.52380952380952 38.0952380952381 33.3333333333333 14.2857142857143 9.398744 8.110174 12.832591 10.937671 11.091157 7.479851 9.361857 NA 10.777111 12.673797 10.545252 9.437588 8.678245 8.750546 9.149703 7.618321 9.585753 NA 12.271038 5.592325 2.898421 11.849028 11.506529 11.793425 11.594783 9.638309 9.853310 9.891784 8.436675 11.383903 9.696663 10.553276 11.689783 10.909656 9.600500 14.249661 8.112531 0.00305220 -0.00234560 0.00194180 -0.00193990 -0.00518860 -0.00518860 0.01880300 0.00680440 0.00208050 0.00208050 0.01474900 0.00194180 -0.00443120 -0.00193990 -0.00193990 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 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 5.855359 13.118594 10.954668 4.168522 2.395940 10.296172 11.330111 3.717857 10.957217 4.425674 4.483390 1.618333 10.067175 5.681331 9.109029 6.631656 NA 5.020418 9.589865 14.206296 8.827775 11.981361 7.511406 9.074235 6.087092 7.874361 2.132906 9.575008 7.753481 8.164113 11.250278 2.511417 6.020420 8.013090 10.839563 4.425674 9.118975 9.798941 6.039785 3.309860 8.542285 9.911451 10.436675 1.717868 11.978193 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 9.266293 12.545993 8.080093 4.643856 8.179473 12.271038 8.626349 8.851256 12.677859 10.549481 7.901079 8.436675 12.890951 5.440324 7.901079 NA NA 9.618321 6.559158 8.870865 9.9273101 11.6412833 11.7169172 1.1329058 9.6821013 12.2123790 10.5482135 11.0934755 10.1435623 6.8770559 4.9402513 8.9581710 7.3227187 4.2372272 7.7709684 9.6943732 5.3808229 9.6239457 2.5114174 10.4588742 9.7556783 14.8621751 4.6183209 5.6689474 11.1320487 9.7140949 9.7350364 11.3234598 9.9815172 8.9479571 4.1328976 11.0870906 9.5174621 13.9806172 5.4526580 10.3732086 NA 7.9240048 6.2455945 -0.1890223 8.8810870 9.8917837 11.0873814 4.6438562 5.4833902 3.9808936 11.8859438 NA 12.5862678 11.3510942 10.7038884 NA 11.2683471 9.0870905 9.3510943 0.3959402 10.3617130 12.6161054 11.8490278 10.3636353 12.6778587 10.5494807 10.4164457 8.7431810 10.4606714 9.8639417 7.9010787 10.4943995 3.2703944 13.0360229 1.6183326 6.2785721 5.4403244 4.5114048 12.3223482 10.7057839 11.2019412 10.0307397 10.3812962 9.6813308 2.6183326 3.0588879 NA 7.9331731 13.5699711 9.4930829 -1.1890223 8.8388721 10.8007154 7.3846137 8.2054287 TCGA-BQ-7051 74 0 NA 1533 kidney stage ii t2 n0 m0 male 2007 NA NA NA kidney papillary renal cell carcinoma NA NA white NA 4 4 2 2 3 2 2 1 2 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 1.491228e-06 8.669932e-07 2.89855072463768 28.9855072463768 30.4347826086957 23.1884057971014 14.4927536231884 9.727083 10.333766 14.042338 10.917327 11.426771 8.154858 9.156364 NA 10.512386 13.690967 11.167567 7.666224 8.881777 11.112184 8.945092 6.778348 10.126294 -2.337886 14.339902 3.216595 1.362442 10.545983 11.676660 13.010386 11.696201 10.870085 9.877537 9.409777 8.895024 10.563248 9.436379 10.779160 11.945164 10.832555 11.199465 13.509330 5.970525 0.0108420 0.0108420 0.0244080 0.0000000 1.0063000 1.0063000 0.8784700 -0.0804080 0.0108420 0.0108420 0.0108420 0.0094491 0.0214630 0.0000000 0.0000000 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 0.000 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 3.6843699 9.7193185 12.8350950 5.2840551 0.4693651 9.5461702 9.6840245 -1.3378857 8.6690307 1.4693651 2.0543276 0.2469553 10.1260234 2.7912931 9.3992508 7.1651934 0.4693651 4.7280947 9.3576668 16.3225409 7.7050310 12.1502830 6.4101969 8.1707889 6.1049467 9.1880136 -1.3378857 9.5219264 8.7494662 7.9450920 10.7238810 3.1214299 5.4101952 7.6220057 10.8978682 4.4693585 NA 9.3546190 6.7441530 5.2601311 7.9861839 9.0336603 10.4761854 3.1089258 12.1700397 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 9.03378005 13.06288297 10.45662250 2.30585382 10.50041956 14.33990207 7.86044888 10.35592608 12.37694662 10.51003957 7.31663995 8.89502385 12.88037757 5.63928427 8.69060042 -0.01610346 NA 10.17425023 7.06074672 9.91699965 9.6220055 11.4438755 10.9334666 1.6620232 9.6238149 12.8208893 11.3674199 10.8206132 10.4225156 6.5385211 3.9287872 8.7111714 7.0777450 4.7600346 7.7613511 8.4009400 1.7494485 9.8047488 7.4482733 10.7814310 8.9652134 12.9741065 0.8319583 5.6954260 11.0684743 9.5812394 9.8805668 11.3338763 9.9652134 8.3933227 3.0543276 11.1888695 9.6991902 14.6232610 9.3103610 10.1680631 NA 8.0041227 5.9051776 0.4693651 9.3045065 9.6805515 9.4159806 2.3058538 4.8218735 -0.7529232 12.4447970 6.3308882 10.0966318 10.7577302 9.9520223 -2.3378857 11.6909456 8.6059835 9.1023537 4.1697968 10.0935012 12.2666726 10.5459832 9.6382096 12.3769466 10.5100396 9.9686348 9.5942182 7.8726749 9.5190514 7.3166400 10.8630554 0.2469553 13.1156279 0.2469553 2.3624418 5.6392843 6.5778835 11.9059213 11.0217531 11.1587325 9.5242533 10.7228683 10.0864323 -1.3378857 -0.7529232 1.8319178 7.5559879 10.3931316 10.1119259 -2.3378857 8.8914231 11.4665380 7.4068377 7.8787492 TCGA-BQ-7053 57 0 NA 1516 kidney stage iii t3 nx m0 female 2007 NA NA NA kidney papillary renal cell carcinoma NA NA black or african american hispanic or latino 1 2 3 3 4 1 5 3 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9.01673e-07 3.467973e-07 5.12820512820513 17.9487179487179 23.0769230769231 35.8974358974359 17.9487179487179 9.28276782 9.23454132 15.39984019 11.35592762 11.21327874 7.49301640 9.14295404 0.05213762 10.43558120 12.86577776 10.39976818 10.86372223 8.53192724 7.73689571 9.29710519 6.89135113 9.42283428 -0.94786238 12.10412046 3.78006858 3.00635189 11.61236024 11.99301192 12.20680678 11.86813047 10.45595780 9.24505612 9.80578143 8.22457430 10.60529616 9.35877821 10.96147748 12.14927369 11.05513762 10.06616738 12.19576922 7.31961252 0.01335300 0.01335300 0.00555290 0.00027728 -0.00249380 -0.00249380 0.64194000 -0.02370300 0.01335300 0.01335300 0.01335300 0.00166420 0.00332990 0.00027728 0.00027728 -0.00622860 -0.00249380 -0.00622860 -0.00498440 0.00027728 0.00027728 -0.00470790 -0.00470790 -0.01096700 -0.00567570 -0.01892400 -0.01642900 -0.01409000 0.000 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 6.4487523 9.6654759 11.5170755 5.4008760 2.6371001 9.4100671 9.9533908 2.9590282 9.0682586 4.0965402 5.5033583 4.0063429 10.0729775 4.0521463 9.5673540 7.0895840 -0.9478624 6.3919962 9.4867751 15.8961699 8.0507373 12.2305005 7.5638994 9.1534659 5.5757087 9.7210318 3.2580817 7.2220723 8.0251268 9.6846878 10.9627896 2.4444550 8.7360186 8.9363173 10.6203405 7.5815772 -1.9478624 8.9147842 6.0521463 4.2732473 8.3421658 9.2881730 10.5470025 2.2148398 11.5180002 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 9.4476811 13.3205792 7.3627600 5.3830649 8.2542709 12.1041205 8.7245722 9.0654695 12.7492230 11.0088860 9.5717832 8.2245743 12.9174935 6.0351400 8.5429978 2.5115692 -0.9478624 11.1916982 7.2069645 10.8880887 9.9066256 11.8124510 11.8465627 -1.9478624 9.7961397 12.7388662 10.9124579 11.0644222 9.9887848 6.2320563 5.7103574 9.5177133 9.8546632 5.4184700 7.4162816 8.7893941 4.9828841 9.7633837 3.5440031 10.7454160 10.4532931 15.4983902 6.9286640 7.4530261 10.9825146 9.9401290 8.6778556 11.3836237 10.0637235 8.9777012 5.6668560 10.7247932 9.7023010 14.0132347 6.7782625 10.1495207 -1.9478624 7.9572031 7.7031983 1.3740657 9.7201454 9.9046763 11.0436687 5.3830649 5.0063429 NA 12.2007029 0.3740657 10.2872636 11.4483502 10.2782579 -0.3628999 11.3285621 9.0745148 9.4363909 1.6371001 10.9159460 12.7758611 11.6123602 10.8203312 12.7492230 11.0088860 10.2643393 9.1376193 10.5452518 9.6630332 9.5717832 10.7232456 7.2220723 13.2239101 4.2419698 6.0855691 6.0351400 4.8723264 12.3390655 11.3117430 11.6050560 10.2034805 10.4673605 10.3735113 1.2220626 4.5322484 -1.9478624 7.6433136 10.4703447 9.5932434 1.6371001 8.8170185 11.1683283 7.6613256 8.5359627 TCGA-BQ-7055 73 0 NA 799 kidney stage i t1a nx m0 male 2008 NA NA NA kidney papillary renal cell carcinoma NA NA white NA 1 6 3 4 5 3 1 2 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.387189e-07 3.467973e-08 40 40 20 0 0 9.7238761 6.4972499 15.1613696 11.8409281 11.1429317 8.4484984 8.2016182 9.3980408 10.9016914 12.7054694 7.2809322 4.5153971 9.1778882 6.6692026 9.0943366 7.1476659 9.6134298 -0.8064175 12.4885211 3.9483579 2.3633954 10.0669138 12.5494966 9.4174713 12.0487275 8.6933155 9.8355215 9.7708986 10.5991430 10.1885301 10.8579170 11.0958448 11.7319012 10.6092114 8.3046055 13.2695337 7.5771743 0.01363200 -0.03749000 0.00027728 0.06079400 -0.00097017 -0.00097017 0.04726800 -0.76270000 -0.00796380 -0.00796380 0.01656500 0.00027728 -0.00719580 0.00066267 0.00066267 0.00000000 0.00000000 0.01586600 0.00930980 0.01098200 0.01098200 0.00917050 0.02160300 0.03877100 0.04046800 0.06136500 0.07959100 -0.12317000 0.000 0.000 0.000 0.000 0.000 0.000 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 4.1476649 11.5970144 8.8173511 5.0761144 0.1934564 10.4228053 9.2144495 0.1934564 9.4342610 6.6113229 3.7170348 NA 10.3403057 4.5510238 9.1315789 6.5364337 0.7784609 2.8939058 9.5695951 11.9548132 7.1821540 11.7668802 7.9911312 8.5153979 6.6933155 9.6165856 3.9483579 2.1934564 7.9383034 9.6353764 10.8422766 2.0008293 9.5532192 9.5310915 10.3201742 5.5857858 9.7345664 9.6280979 2.0008293 3.0008293 8.4742405 11.1127316 10.1108418 1.7808140 9.9256795 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 9.920539 12.486079 6.333021 3.515397 8.467265 12.488521 8.182154 10.652901 12.625359 10.146939 10.367771 10.599143 14.173922 4.515397 6.785927 1.515410 NA 9.753803 6.193470 11.093763 10.5863238 11.7369849 11.2095815 0.1934564 9.6017994 13.1383647 10.4823358 9.7803094 9.9298716 NA 2.0008293 8.5018089 6.8081791 4.2378620 7.8118550 8.5706804 6.1003596 9.6291400 5.9077151 10.4408039 10.3169445 13.0915042 3.1934721 5.3019936 10.8939094 9.8246468 8.7557121 11.2511231 10.3195289 8.2835820 7.2809322 10.7970961 8.4788719 14.9227187 5.3587795 10.3304608 -0.8064175 8.3202775 8.2130605 -0.8064175 11.5063527 10.5001010 11.0420926 3.5153971 3.4414038 4.6528995 13.1270682 -0.8064175 10.2460377 10.8359728 9.5355444 NA 11.5884682 9.2716206 9.4672652 3.2809266 11.3470217 12.5672865 10.0669138 8.6446808 12.6253590 10.1469386 10.4875160 9.2635906 8.6529012 9.2938824 10.3677713 11.2275809 1.1934564 13.0247770 8.9008288 8.8044944 4.5153971 6.1707503 11.8280539 10.9616540 12.2492605 9.6813098 11.0436565 10.9744195 NA 9.1763921 NA 7.7103119 10.0962593 10.4342610 1.5154097 7.8552479 11.0901805 7.5986109 8.9516930 TCGA-BQ-7056 75 0 NA 612 kidney stage iii t3b n0 m0 female 2008 NA NA NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 1 5 3 3 5 1 5 3 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 8.323135e-07 1.733986e-07 6.66666666666667 16.6666666666667 20 43.3333333333333 13.3333333333333 9.282188 9.602086 15.173641 11.429306 10.402997 6.569210 9.385519 1.751592 10.342548 12.105616 10.762534 11.675211 8.558941 7.357437 8.872602 6.336549 9.332787 -1.570464 11.076442 3.921513 3.429656 10.527361 11.130863 12.443592 11.440711 10.805784 9.102084 9.578135 7.719678 10.653962 9.386035 10.691753 11.892033 10.822781 9.612053 11.976674 6.716770 -0.0081624 -0.0081624 0.0560850 -0.0076101 0.0069435 0.0012622 0.0251100 0.0111210 -0.0081624 -0.0081624 -0.0081624 0.0146090 0.0024969 -0.0157410 -0.0076101 -0.8181100 -0.8181100 -1.2929000 0.0000000 -0.0066432 -0.0066432 -0.0052610 0.0165650 0.0130740 0.0123760 0.0529520 0.0519490 -0.5754600 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 -0.818 -0.818 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 -0.818 -0.818 0.000 0.000 4.014623 11.255611 10.730583 5.262550 2.677576 10.221656 11.256406 6.116159 9.784459 2.237013 4.474053 1.599603 9.868289 6.080711 8.717371 7.100067 NA 7.538183 9.793246 14.473631 9.678772 11.863635 8.121402 9.812823 4.999513 5.157577 3.855920 9.456873 8.119657 8.389661 11.776449 NA 7.066283 8.179528 10.606143 7.696445 NA 9.002359 7.435283 5.594265 7.980405 10.439442 10.586690 2.668437 11.996176 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 9.94239897 13.11001803 6.08787013 3.42965613 7.99190104 11.07644218 9.17196787 8.04620728 12.52423108 10.46823466 9.42259695 7.71967767 12.33288135 7.11265322 8.01462086 0.42964274 0.01464095 10.03421173 6.08071095 9.75875971 10.45963582 11.52125921 12.10990814 0.01464095 9.15927926 12.58518830 10.90184166 10.52406613 10.18788179 0.75154941 4.01462310 9.20609153 7.78940779 7.46068442 7.22407405 9.45479814 4.07351179 9.69644511 4.47405309 10.45756454 10.19453009 14.97060383 1.75159226 2.75159226 10.82331708 10.02164823 9.66686841 10.58447664 9.86167829 8.66686841 5.33654762 10.62195130 9.34926685 12.49768099 8.12704304 10.36334917 0.42964274 7.28546141 6.55894106 -0.57025015 8.89011437 9.94880333 10.46609319 3.42965613 2.42966952 -1.57046437 12.21521315 5.01462310 10.56793032 11.48086743 10.16012870 0.01464095 10.22650925 9.56984915 9.96541996 1.42964274 10.33241044 12.08831630 10.52736147 10.44298122 12.52423108 10.46823466 10.71361497 8.11965653 7.13356250 8.72726259 9.42259695 9.59204977 -0.57025015 13.18449383 2.82197547 5.83053676 7.11265322 4.38385633 12.28452689 11.46926303 11.85631639 10.15289285 10.11440711 10.44158463 NA 2.75159226 2.95322798 8.18784839 10.48150975 8.83267043 0.42964274 9.26964965 11.25203015 6.22407501 8.34404375 TCGA-BQ-7058 81 1 343 NA kidney stage iii t3 NA m0 male 2010 NA NA NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 4 2 3 4 3 1 2 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 7 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 4 0 0 0 0 0 0 0 1.387189e-06 2.774378e-07 2.04081632653061 12.2448979591837 22.4489795918367 32.6530612244898 30.6122448979592 8.429999 5.937822 15.323966 11.495509 10.644972 7.043175 8.257709 NA 10.381938 12.363240 11.980007 10.633771 8.530053 10.508751 7.001953 6.816260 9.017550 NA 13.540362 2.630405 3.308463 11.551045 12.191109 11.546871 10.714139 10.204798 7.468337 8.495818 7.648316 9.850530 9.225838 9.588076 11.785971 11.157871 9.119038 13.185846 5.667424 0.00319100 0.00319100 0.00000000 0.00722170 -0.00069303 -0.00069303 0.75738000 -0.02657700 0.00319100 0.00319100 0.00319100 0.00000000 0.01391100 0.00722170 0.00722170 0.00360760 0.00360760 0.10395000 -0.00981850 -0.00539920 -0.00539920 -0.01119800 -0.01119800 -0.01992900 -0.03531200 -0.04726000 -0.07035700 -0.05361100 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 6.1028827 13.4469776 11.6747880 4.4783894 3.3084628 10.2715715 11.7643068 4.5938676 7.5468705 5.3084665 4.7678984 NA 9.9632272 2.7678878 10.3028193 6.2083670 4.1158240 5.8934277 10.3879506 16.2002970 8.2213551 12.1419489 5.3308344 8.5752522 6.3308344 5.4377504 2.4784024 9.4274069 7.6791535 8.0431755 12.4037804 3.1158157 5.2857462 7.9305174 10.2310503 5.8320267 0.8934399 8.8495624 9.2524457 4.7007837 8.2153563 9.8504530 10.6042347 2.0782341 8.2141238 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 8.657194 13.918453 11.615382 4.478389 8.884005 13.540362 8.311281 8.510590 13.190536 9.899988 9.122247 7.648316 13.095552 5.717857 6.973802 3.308463 2.893420 8.816260 6.839848 8.787053 9.9277688 11.1373957 12.1101742 1.3084774 9.3906148 12.4238347 9.9835408 11.4880640 9.9675698 6.7430935 4.7347313 9.4846390 8.2243452 5.6303938 6.8476249 9.9130191 5.1413551 9.0749948 5.2153563 10.1964480 10.3154931 16.3728192 4.4377471 5.5752518 11.0363863 9.9157962 10.1718778 10.9318901 9.6168048 8.1476695 5.7678984 10.7811567 9.7146709 15.0146650 6.3536250 9.5973319 NA 8.7730525 7.0566583 3.8934302 7.9305174 10.2243452 10.0554336 4.4783894 3.9523242 -0.6915226 11.9879459 0.3084774 11.6062419 11.5746667 10.7404857 NA 10.7560657 8.6856763 8.4958179 3.3959265 9.4970546 12.5602441 11.5510445 9.3363718 13.1905357 9.8999882 10.4097850 7.4632840 7.4531241 9.2959571 9.1222469 10.8393598 4.7678984 13.6852017 2.4784024 1.3084774 5.7178573 3.7678984 12.4555117 11.7663597 11.9208736 9.7791248 9.7178568 10.1020691 NA NA 2.3084774 7.7557141 11.5894743 8.4248100 1.3084774 9.3718609 10.5746667 4.6660180 4.8320292 TCGA-BQ-7059 71 0 NA 232 kidney stage i t1b nx m0 male 2010 NA NA NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 1 1 3 1 1 1 6 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1.28315e-06 4.855162e-07 1.96078431372549 7.84313725490196 29.4117647058824 45.0980392156863 15.6862745098039 8.9958039 8.9499236 13.4402263 10.8955467 10.9812724 7.4060800 9.2277668 1.8657209 10.2300316 12.4841140 12.4632081 8.8341736 8.6809885 11.1398826 8.5228408 7.6691147 9.8557233 -0.2498223 14.0246294 0.9726191 6.0294750 11.0184034 11.6393432 11.3748944 11.8620390 9.9830718 9.6932545 9.4905942 8.3637340 10.7025072 9.5683008 10.3479935 11.8208195 10.6328944 10.0691706 13.8980657 7.0683269 0.00055459 0.00055459 0.00305220 -0.00484610 0.43260000 0.43260000 -0.00595220 -0.00415460 0.00055459 0.00055459 0.00055459 0.00305220 -0.00124730 0.00638710 -0.00484610 -0.00636680 -0.00512270 0.00013863 -0.00885260 -0.00512270 -0.00512270 0.00000000 0.00000000 0.00000000 0.00430210 0.00055459 -0.00830050 0.00610900 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 7.3073957 11.5890613 12.3861961 6.9134819 3.5915478 9.6883753 10.7728503 -0.8346990 8.6790163 4.3352117 7.3941077 4.1652849 10.3592176 3.6888517 9.6942311 6.8482837 0.9726191 6.9033806 8.6318751 14.5502641 7.5576061 12.1053270 6.8019140 8.1862688 5.1652889 10.9511499 0.9726191 5.8932093 8.0217146 11.4204649 10.7596134 2.4132149 8.8154429 8.4132162 10.5962639 5.1539715 -1.8349564 9.0952868 6.6288130 3.9617807 7.6691147 8.5375989 10.2400993 1.1416290 11.7256359 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 9.102663 12.941876 8.597831 6.696670 8.459909 14.024629 8.049459 8.574680 12.412623 10.754238 9.283581 8.363734 12.616049 5.345198 7.906756 NA -1.834956 8.710253 6.268577 9.742014 10.019768 11.973851 11.578652 6.384457 9.078926 12.691177 11.295698 10.691299 9.832844 6.263322 6.812747 10.692521 10.400705 4.972642 7.060107 8.949106 5.641023 10.052509 7.084153 10.878890 8.723709 17.224697 5.394106 4.505141 11.405782 9.749312 8.290702 11.459048 10.429438 8.315036 5.072179 10.669114 9.217857 14.538834 6.749124 9.952375 NA 7.761031 9.344576 -1.834956 9.582086 9.641022 9.419136 6.696670 9.798738 -1.834956 10.361276 3.972647 11.799986 11.098795 10.515952 -0.834699 11.471066 8.200088 9.500679 1.624709 10.456459 12.970579 11.018403 10.166345 12.412623 10.754238 10.137910 9.116573 7.823500 9.976278 9.283581 9.899998 4.704446 12.816228 3.557606 5.469069 5.345198 6.159641 12.391174 10.590242 10.970226 9.992234 10.394198 9.929746 1.865721 2.809147 NA 8.584143 11.296971 7.779998 1.165301 8.386876 11.020352 7.190428 9.480438 TCGA-BQ-7060 53 0 NA 214 kidney stage i t1a nx m0 male 2011 NA NA NA kidney papillary renal cell carcinoma NA NA american indian or alaska native not hispanic or latino 3 2 3 4 3 1 2 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4.855162e-07 2.427581e-07 0 23.8095238095238 33.3333333333333 28.5714285714286 14.2857142857143 9.2532634 9.6847414 14.6338791 11.3771580 11.1083091 7.6602840 8.7508798 -0.7015763 10.3744876 12.4369319 11.8760049 8.1916416 8.2364496 11.1282609 8.4632468 7.2379193 9.7618645 NA 14.3613137 2.6202580 2.9421954 11.8732883 11.7322176 12.2066389 12.2442411 10.0052678 10.0532276 9.5791107 9.1129224 10.3203610 9.2806207 11.1195161 11.7716653 10.4952495 10.5409187 12.6946773 6.0194395 0.00972760 0.00972760 0.61063000 0.00083195 0.61516000 0.61516000 0.59062000 -0.02999400 0.00972760 0.00972760 0.00245650 0.60137000 0.00000000 0.00083195 0.00083195 -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 0.000 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 7.0862424 11.3081687 12.1936313 5.8681953 2.1057116 9.7977176 9.8653454 NA 8.7811479 3.2052361 5.2641235 0.2983064 10.0632117 3.6906629 9.2706018 6.8144338 1.7577913 5.6292575 9.6083848 15.0336537 7.5510053 11.9892111 5.5462679 8.8889271 5.2290764 6.5077931 NA 9.6938742 8.7536674 9.7931957 10.9638980 1.4682705 6.6777182 7.5860524 10.8466803 4.6202697 NA 8.8423384 7.6580893 3.6906629 7.4146844 8.7861902 10.3420509 2.2947237 11.1317026 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 9.559847 12.888108 9.352266 5.555727 9.118519 14.361314 8.249625 9.778120 11.792070 10.608385 8.781148 9.112922 12.702218 5.458211 7.877656 NA -0.116692 9.311663 6.790193 10.268928 10.2253772 11.6973509 11.1853702 6.1625263 10.0078547 12.4636396 10.7801395 10.6063946 10.0031083 4.2525368 5.4682640 9.2186930 9.1000483 4.9276974 7.2983403 9.1040840 5.7659457 9.9547650 6.3481881 10.7889403 9.0992400 15.9591716 1.9987732 2.2983357 10.9121296 9.3804892 9.0755955 11.0523924 9.8748245 8.2670067 3.9987822 10.4003157 9.5592597 14.8759754 8.1593027 9.9935684 NA 7.8001771 7.7557208 NA 9.4140340 9.8041517 10.1047648 5.5557272 8.2320309 -1.7018109 12.0433841 -0.7015763 11.4076810 10.7451649 10.0598913 NA 11.3741534 8.6755506 8.9979125 -1.7018109 10.5788209 12.6401368 11.8732883 10.4378914 11.7920704 10.6083848 9.7901932 9.3413674 7.4906327 9.6583311 8.7811479 10.3970301 1.1056781 12.8163784 1.4682705 2.9987732 5.4582114 5.4881647 11.5641016 11.1752406 11.6095207 9.5889350 10.3996592 9.6275758 -0.1166920 -1.7018109 NA 7.3511256 10.5537140 9.9430976 NA 8.8490870 11.0484189 7.2496245 7.8586729 TCGA-BQ-7061 83 0 NA 218 kidney stage i t1b nx m0 female 2011 NA NA NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 1 2 3 4 3 1 4 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 5 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 6 0 0 0 0 1.629947e-06 4.161568e-07 10.1694915254237 6.77966101694915 22.0338983050847 35.5932203389831 25.4237288135593 8.960816 9.054511 14.567331 11.269096 11.072144 8.693090 8.837617 NA 10.420815 11.985392 12.092239 10.928248 9.826743 9.364095 9.517927 6.727452 9.965882 -1.891108 13.256669 3.015961 1.109093 10.037215 12.124956 12.256828 10.609909 10.544477 8.226710 9.280244 8.751119 10.364686 8.900230 9.768171 11.820626 10.325510 9.799501 12.663056 5.975729 -0.0070576 -0.0242510 -0.0224260 0.0637950 0.7965800 0.7965800 0.0376750 0.0000000 -0.0070576 -0.0070576 0.0468420 -0.0144290 -0.0263370 0.0437230 0.0637950 -0.0206870 -0.0020784 -0.0121620 -0.0058140 -0.0022168 -0.0022168 -0.0067813 0.0059700 0.0174040 0.0396190 0.0503920 0.0503920 -0.7279100 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 6.2383493 11.3136381 10.8099401 5.6168605 2.5684943 10.2997961 10.9838563 5.2280067 9.0834815 3.9419608 4.9670487 -0.8908401 9.6397855 4.4841059 9.7788379 6.6542637 0.1090262 6.5436954 9.5110131 15.6443231 7.9308408 12.2534066 5.9917100 8.7420621 5.3944696 5.9419561 2.4310078 9.3166915 7.6326288 9.5400422 10.9106622 4.1314331 7.0486460 8.5858132 10.5771819 5.3185193 2.2789958 8.9840484 7.0777333 2.6940333 8.2939424 9.0033164 10.2616687 1.9419702 9.7600334 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 8.9724790 13.0614442 9.9459063 4.6009179 9.3148603 13.2566694 8.1034205 8.9451172 13.2727953 10.3776090 10.2923922 8.7511186 12.7284846 5.7955670 7.7654917 NA -0.3059667 9.6380094 5.9292466 10.0317926 9.7951297 11.3099656 11.3754143 1.8094968 9.9755732 12.7392203 11.1734730 11.2589728 10.2556356 7.2814943 5.1534608 9.3996618 8.9709293 6.7527794 7.3087395 9.7033916 4.8233112 9.9572987 6.6751215 10.5416089 10.2780524 15.4057054 4.5184596 5.2175913 11.0262526 9.5974092 9.7126933 11.2338345 10.3050543 9.4191116 5.9482714 11.2917717 9.5056718 14.3399130 7.7709341 10.0453369 NA 8.2216760 7.7990646 1.1090931 9.1438658 9.8726943 10.5159974 4.6009179 6.4927713 NA 12.1136386 NA 12.0873305 11.4587629 10.3249033 -0.8908401 11.6315259 8.9693782 9.7475029 0.1090262 10.1711131 12.4276098 10.0372151 10.1213424 13.2727953 10.3776090 10.0679822 9.1418016 7.8505338 9.3827053 10.2923922 11.1368003 3.9670487 13.4245350 3.4309944 4.5520081 5.7955670 5.1751573 12.2648339 11.3449316 11.5759082 9.5888473 10.8875548 10.3605494 NA 0.6940333 -1.8911076 7.6287423 11.5969070 9.5756533 4.6168634 8.6760724 11.4783917 5.6789226 7.9947636 TCGA-BQ-7062 64 0 NA 116 kidney stage i t1a nx m0 male 2011 NA NA NA kidney papillary renal cell carcinoma NA NA black or african american not hispanic or latino 3 1 2 1 3 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9.01673e-07 2.427581e-07 6.06060606060606 12.1212121212121 30.3030303030303 27.2727272727273 24.2424242424242 9.148480 8.589235 14.370083 11.367012 11.059470 6.748357 8.404949 2.582074 10.124408 12.797172 11.205629 8.901547 9.311855 11.289439 8.173857 7.979074 10.377677 -1.877261 13.202008 2.029524 4.231171 11.808492 11.486607 12.167299 11.931009 10.881288 9.752460 9.630938 8.530978 10.428140 9.062962 11.153660 11.713937 10.833455 10.444013 14.578104 7.108177 0.0115390 0.0266540 0.5413600 0.0000000 0.1921700 0.3119300 0.4960400 -0.0128510 0.0115390 0.0115390 -0.0051227 0.5413600 0.0000000 0.0000000 0.0000000 -0.0105080 -0.0105080 -0.0062286 -0.0191770 -0.0054801 -0.0054801 -0.0129890 -0.0129890 -0.0230180 0.4903500 -0.0650450 -0.0650450 -0.0737430 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 8.4658341 11.7153390 12.1337009 6.0174654 4.3320992 9.3431959 11.3961526 4.0052922 8.3454434 5.7737010 6.9235486 2.5149554 10.0992268 3.2925756 9.6319286 6.3831911 0.1226065 7.0651630 9.3964440 15.9980973 8.5457642 11.6186283 6.6618066 8.6906046 6.2925738 10.4307029 2.2101083 8.1546941 8.5912725 10.3996451 10.9908922 2.7665104 8.4241444 8.7483572 10.6077229 5.4535637 NA 8.8308701 6.8708406 4.7614449 7.9681386 9.0966685 10.1977932 3.2829290 13.0556995 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 8.9531637 13.6799026 10.3773818 7.3705758 8.4400610 13.2020081 8.3406059 8.9968613 11.9476071 10.6175039 9.9872215 8.5309782 12.7204100 4.8641168 9.1338756 NA -0.2924752 10.1460562 7.3917755 10.0023464 9.6383483 11.7795201 11.6696634 4.1226479 9.3241596 12.0798411 11.1830066 10.4360983 9.9945536 5.7446993 7.6695427 9.7696570 9.3272196 3.8505694 7.2545052 9.0724751 6.6304433 9.9527675 6.4535653 10.3217072 8.9324164 16.2789784 5.5235275 8.0927545 11.1214151 9.8573579 9.0511668 11.2210095 10.0060553 9.1779307 6.1724975 10.4269996 8.9701600 15.2197340 7.2333407 9.9559338 -0.8772610 7.4336697 8.8775360 0.1226065 8.9665695 9.8152638 9.0761173 7.3705758 8.8126465 3.7664998 11.9991653 3.6144978 10.7092537 10.7186051 10.3433290 0.7076131 11.1755560 8.3526689 8.8360349 2.4445876 10.2017997 12.2898313 11.8084922 10.0415116 11.9476071 10.6175039 10.3532694 8.9579094 7.3345370 9.7059003 9.9872215 10.6567080 4.7950760 13.0447682 2.7076131 4.6618066 4.8641168 5.8368936 11.9874149 10.6944010 11.1391085 10.0310410 10.1384118 10.1735174 -0.8772610 0.9300182 NA 8.4131049 11.2026797 8.9999324 1.1226727 8.3847432 11.2788895 7.1588217 8.9891546 TCGA-DW-5560 38 0 NA 1486 kidney stage i t1b nx m0 female 2009 NA no 100 kidney papillary renal cell carcinoma NA NA white not hispanic or latino 2 3 2 2 2 2 5 3 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5.548757e-07 1.733986e-07 9.52380952380952 14.2857142857143 23.8095238095238 47.6190476190476 4.76190476190476 8.9321492 6.5800595 12.7401152 12.8937087 11.1864513 6.7612294 8.5251813 0.4302853 9.5634543 14.4686309 11.4950548 11.2186226 9.1599329 11.1246700 8.5177749 6.5595958 9.5017745 0.4302853 13.8476372 5.4075907 5.0152745 12.2336360 10.9689715 11.2540773 10.5882905 10.8550032 9.8118550 10.8343892 7.1097920 9.6876999 9.2312121 11.0091564 11.6938747 10.5434031 11.2944982 14.3437158 9.1829435 0.01936300 0.01936300 -0.00830050 0.00000000 0.89026000 2.54100000 0.80733000 -0.00539920 0.01936300 0.01936300 0.01936300 0.87727000 0.00305220 0.00000000 0.00000000 0.00194180 0.00194180 -0.01174900 -0.00553750 -0.00332430 -0.00332430 -0.91266000 0.00055459 -0.00567570 -0.01381500 -0.04266400 -0.02630400 -0.03544800 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 5.4964016 8.0376425 10.5544334 7.3551247 3.9538705 9.7618449 12.4165096 9.1902003 8.7634673 5.2376670 4.9221645 1.0152835 9.7954205 5.1582320 9.5595951 7.4392450 2.7522348 6.7612294 8.8502722 15.9623830 10.7168698 10.6064852 7.5124608 6.8815227 7.6734858 7.8183291 4.3845058 2.2376555 7.5440541 9.8204810 11.4801606 1.7522348 8.1097920 9.4977465 11.3588305 8.4582179 -0.5696077 8.3610494 6.2758023 7.3821216 8.4499026 8.3957213 9.8439400 4.9830574 11.8930725 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 7.809690 13.288585 7.198496 3.337197 8.303756 13.847637 7.729520 7.600237 11.983461 10.173463 10.506460 7.109792 12.034865 7.634883 8.030225 3.015283 NA 8.659131 7.282061 7.337323 8.3372026 12.5860790 12.3403926 2.2376555 8.8649404 11.6506904 10.3794092 9.3874140 10.8799766 7.4415391 5.6591311 10.5550796 7.7922561 6.2758023 7.8183291 9.5787886 4.1852005 9.5660213 7.3786789 9.6994387 9.0795682 14.7516060 3.0152835 4.3845058 11.7771028 10.4923582 8.0920901 10.1843645 10.7477247 8.7249330 5.2882921 11.1009683 9.2504910 13.7730812 7.5792465 10.1893680 NA 7.0284388 7.4189969 1.7522348 6.9221657 8.7634673 9.0133947 3.3371973 2.7522348 0.4302853 10.7623486 1.4303388 9.7645853 12.5195970 10.4499028 3.7522455 12.4165096 7.8053518 8.9733438 1.7522348 9.3830532 10.9747936 12.2336360 9.7790402 11.9834613 10.1734634 9.9241675 6.2882940 5.4964016 10.6224692 10.5064596 9.4733392 -0.5696077 13.4495553 2.0152835 1.0152835 7.6348829 4.7157122 11.8615485 9.2552708 9.4260792 10.8086069 9.8722187 11.5762442 3.8897461 4.1307497 NA 8.3730613 13.1039336 7.6924070 2.4303120 7.4415391 12.5629724 6.8815227 9.0560209 TCGA-DW-5561 51 0 NA 414 kidney stage i t1a nx m0 male 2008 NA NA 100 kidney papillary renal cell carcinoma 36 1971 black or african american not hispanic or latino 2 3 2 2 2 2 5 1 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9.01673e-07 3.467973e-07 11.1111111111111 16.6666666666667 13.8888888888889 33.3333333333333 25 9.752001 6.272264 13.895791 10.767561 11.210611 6.645996 8.694106 -0.266906 10.665689 13.110723 10.823880 10.324628 8.741534 10.735217 7.440465 7.236932 10.180189 NA 14.195001 3.862392 3.376957 11.118429 11.466604 11.490496 11.539051 10.446062 8.752696 9.972107 7.398442 9.793126 9.281927 10.513235 12.025427 11.059816 10.232951 14.591427 7.325563 0.7095100 0.7024800 -0.0316320 -0.0165670 1.5054000 1.5162000 0.7761800 -0.0066432 0.7095100 0.7095100 0.7024800 -0.0216470 -0.0310860 0.0022193 -0.0165670 0.7633100 0.7564700 -0.0142750 -0.0214470 -0.0260300 -0.0260300 -0.0139530 -0.0139530 0.0000000 0.0129340 -0.0202750 0.0014452 0.0176840 0.000 0.000 0.000 0.000 0.744 0.744 0.740 0.000 0.000 0.000 0.000 0.776 0.776 0.000 0.000 0.000 0.000 0.000 0.000 0.817 0.817 0.000 0.000 0.710 0.710 0.000 0.000 0.000 0.000 0.000 0.000 0.763 0.763 1.528 1.528 0.000 0.000 0.000 0.000 0.249 0.249 0.000 0.000 0.000 0.000 0.744 0.744 0.740 0.000 0.000 0.000 0.000 0.776 0.776 0.000 0.000 0.000 0.000 0.000 0.000 0.817 0.817 0.000 0.000 0.710 0.710 0.000 0.000 0.000 0.000 0.000 0.000 0.763 0.763 1.528 1.528 0.000 0.000 0.000 0.000 0.249 0.249 6.903031 9.231955 10.890137 5.903031 3.256663 9.878025 13.259238 8.405531 8.946210 5.903031 5.553284 3.055039 9.872222 5.527521 9.338585 6.572435 1.055057 6.405531 10.215409 13.923319 8.948639 11.277829 7.450782 8.204781 6.815255 9.515285 4.125420 3.862392 7.366101 9.121123 11.512415 2.055022 8.770652 8.006901 10.229460 4.347814 NA 9.052778 6.384157 6.842519 7.815255 9.764021 9.979846 5.097678 12.913256 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 8.4019905 13.8242930 10.2828902 5.5404613 7.1801886 14.1950006 8.7471259 8.0994278 11.9808847 10.4117057 8.9750887 7.3984419 12.1890749 6.7938010 8.5785957 0.3181143 -1.2667324 8.5062449 7.5144655 8.1122675 9.8494495 12.0260023 11.5982588 2.6399961 8.4055308 12.1259596 10.2664353 10.9995993 10.8964407 7.5012903 6.3180673 10.7010522 9.1189681 6.2582344 7.8752124 9.6467430 4.1254197 9.2838523 7.8598099 9.9315505 10.3015368 15.6564911 3.4879879 6.4542055 10.6489850 10.0294482 8.7499137 11.2783114 10.4724642 9.6527138 4.9425567 11.7424093 8.8967553 15.7041438 6.8018299 10.4975625 NA 8.8060153 7.5307668 -0.2669060 7.1635581 9.4821370 8.5754560 5.5404613 5.8311375 NA 11.8925039 NA 10.0516483 11.2993974 10.0516483 0.3181143 12.2528646 8.5193752 9.0862525 0.3181143 10.2532331 12.1779910 11.1184287 9.9204577 11.9808847 10.4117057 10.2229535 7.0950488 7.7359208 9.6006777 8.9750887 10.4699302 1.9030383 13.1326505 1.0550568 2.9030383 6.7938010 5.6399961 12.1076017 10.6092388 11.1395763 10.4859043 9.8745741 10.5392524 0.3181143 NA NA 8.2214078 11.7103425 9.1467334 -1.2667324 8.9522742 11.9941720 7.4542047 8.7554735 TCGA-DW-7834 53 0 NA 3950 kidney stage i t1 nx mx male 2001 NA NA 80 kidney papillary renal cell carcinoma 80 NA white not hispanic or latino 4 4 2 2 4 2 5 3 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.28315e-06 4.161568e-07 3.92156862745098 25.4901960784314 25.4901960784314 25.4901960784314 19.6078431372549 8.832134 6.291196 14.122587 10.588877 11.257296 6.115348 9.393588 1.097409 10.773029 12.498731 11.239787 8.367954 8.624120 11.570319 7.778312 6.852312 10.679755 NA 14.232621 5.330085 3.984954 11.154604 12.361717 11.279819 12.227867 9.606012 9.171031 10.251736 7.878784 10.376803 9.590079 10.408037 11.570928 10.961920 10.078136 14.067854 6.520532 0.0027881 0.0027881 0.0082095 0.0175580 0.5496700 0.5496700 0.5013500 -0.0106330 0.0027881 0.0027881 0.0027881 0.0058843 0.0080703 0.0175580 0.0175580 0.0000000 0.0077920 -0.0098050 -0.0176530 -0.0098050 -0.0098050 -0.0027571 -0.0163720 -0.0235520 0.5190500 -0.0422370 -0.0346180 -0.0490050 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 6.7180108 11.3934232 11.7344118 4.4193501 5.0043171 9.6948962 11.2321077 4.9047779 8.3510359 3.8629572 5.5303829 3.0974254 10.4019631 3.6334777 9.9566488 6.9883575 -0.2244858 6.0328855 9.9696379 13.0662700 7.2753423 11.8186948 5.7641816 9.0031125 5.9946657 10.8689142 2.0974085 6.8787842 8.2532547 9.3039508 11.2465494 1.3604767 7.2017613 8.9328437 10.3463011 4.5568585 1.3604767 9.7340492 6.3377396 5.3146567 7.7325989 9.7243457 10.1209019 3.0467704 12.9973986 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 9.0735592 14.8674691 9.4130272 6.3828263 8.0678183 14.2326209 9.2902106 7.9504223 12.5172796 10.1075332 9.3892861 7.8787842 12.8201469 5.5568555 6.9946646 -0.2244858 -0.2244858 10.6131246 7.1763756 8.9176931 10.3005279 11.8626279 10.9650123 2.4759409 9.0234242 12.1958516 10.4202542 10.3180448 9.8774723 5.4619967 6.3146548 12.4031445 10.9677894 4.1678155 7.0792778 9.5034171 4.2673485 9.4654946 6.3377396 10.2158467 9.6823872 15.9789784 5.5699133 6.8629596 10.3557552 9.7520608 9.2069943 11.2643410 10.1494493 7.7839254 6.0974254 10.6276359 8.7698501 15.5535481 6.6804017 10.3599894 -1.2246544 7.7062342 7.9073534 0.7755142 7.9800676 10.0591638 8.9554058 6.3828263 6.6642396 NA 12.0934744 4.7296942 10.0632090 10.6943598 10.5106295 -1.2246544 11.1763761 8.3320025 8.7754967 1.5828450 9.8536473 12.0226824 11.1546042 9.6921225 12.5172796 10.1075332 10.6546969 7.9702532 6.9849504 9.2411039 9.3892861 9.8334883 3.0234328 13.1018559 3.7754931 3.2349304 5.5568555 5.8840215 12.5513126 10.8675930 11.4569547 9.2663476 10.0305252 10.0334737 2.3604486 0.3604205 NA 8.1144555 10.2124735 8.6350313 -1.2246544 8.8402394 10.6350314 6.4759360 9.8814051 TCGA-DW-7836 55 0 NA 1093 kidney stage i t1a nx mx male 2008 NA NA 100 kidney papillary renal cell carcinoma NA NA white not hispanic or latino 2 3 NA NA 2 2 5 3 3 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9.710324e-07 3.121176e-07 10.8108108108108 18.9189189189189 18.9189189189189 24.3243243243243 27.027027027027 8.763119 5.971502 13.705951 11.838586 10.990495 6.415914 9.223490 1.989648 10.213652 12.962701 10.143962 10.010352 8.925110 10.098174 7.964638 7.118933 10.228532 NA 14.006075 2.837641 5.025272 11.197884 12.319081 12.262046 12.151034 10.900442 9.423444 9.397342 8.053584 10.092938 9.828854 10.732801 11.288400 10.964064 10.629533 15.231618 7.350225 0.0071184 0.0235730 0.8465200 -0.0135400 0.8411500 0.8593800 0.7858200 -0.0380340 0.0180170 0.0180170 0.0235730 0.8465200 0.0148880 -0.0135400 -0.0135400 -0.0044312 0.0047190 0.0058309 -0.0124380 0.0000000 -0.0091286 -0.0052610 -0.0052610 -0.0212350 0.8106400 -0.0554990 -0.0572500 -0.0630320 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 3.3681677 8.4974443 11.8491846 4.8376456 2.5746102 9.6415482 12.7913582 5.7121170 8.5380865 5.0771105 1.4750849 0.9896477 10.1505297 4.5257056 9.7297679 6.8951935 0.6677559 4.9896477 9.5295840 15.8499063 8.2299642 11.1173862 5.7657548 8.1393968 6.8722932 10.0197651 2.4750849 5.0600387 7.7892552 7.6845298 11.0744582 4.4226098 9.1705535 9.2029970 10.7240208 5.5132128 NA 8.6175483 7.3612086 4.5984605 8.4863041 9.6165415 9.8326287 3.3367547 12.5795593 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 9.0855742 14.2823741 7.4847053 3.7970026 7.9783347 14.0060751 9.6831367 8.3836836 12.0679341 10.0976515 9.2722750 8.0535844 13.0901807 5.2526844 8.3436787 -0.3322441 -1.3324257 9.5014025 7.0075723 9.7766969 9.6627821 11.5012048 11.3729221 -1.3324257 8.5685885 12.3546599 10.3011710 10.0955583 9.8953376 6.8174685 4.0252769 10.5648108 8.4259447 5.4295390 7.9484922 9.5288086 3.9896477 9.4201023 6.6677219 10.0749894 9.8686203 13.7571308 2.1271380 6.0340440 11.0222466 9.7324644 8.7052688 11.0874186 10.2068805 9.0427611 5.5503651 10.7104071 8.7525302 14.8385074 6.1337772 10.2442061 NA 7.4578093 6.4621374 NA 8.6407015 9.8917234 9.0781308 3.7970026 2.6677105 -0.3322441 11.9604747 1.2526579 9.9197958 10.7121158 9.9114907 NA 11.5824805 8.3115780 9.1535510 1.2526579 9.4855049 11.7989356 11.1978842 9.5932761 12.0679341 10.0976515 10.1912837 8.1312463 6.8426470 9.5487745 9.2722750 9.8053532 1.4750849 13.3607185 2.7551867 3.7970026 5.2526844 4.3401492 12.2215910 10.4184287 10.9418086 9.7093809 10.1635767 10.8603228 -1.3324257 -1.3324257 NA 7.7471262 10.7345139 8.1873580 -1.3324257 8.5457727 11.0981742 6.6733458 8.2489223 TCGA-DW-7837 43 0 NA 1142 kidney stage i t1b nx mx male 2007 NA NA 100 kidney papillary renal cell carcinoma NA NA black or african american not hispanic or latino 2 3 1 1 3 2 6 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.040392e-06 2.427581e-07 8.10810810810811 8.10810810810811 13.5135135135135 56.7567567567568 13.5135135135135 8.8127286 7.6843229 14.8142355 10.3651499 11.0850206 6.6919766 9.1245683 -0.8703873 10.7375266 12.8223494 11.3953490 9.3525288 9.3244909 11.5711220 8.0184773 7.3918287 10.9614370 NA 14.0268231 1.7147071 3.5891642 10.4695839 11.8338537 12.1564303 12.2751885 9.8362300 9.1240874 9.6601403 8.5004213 10.3717171 9.7024342 10.7481195 11.3034111 10.7981758 10.1924547 14.0352620 6.6834789 0.00388540 0.00694350 0.12167000 -0.00456950 0.68328000 0.68328000 0.65498000 -0.00346270 0.00388540 0.00388540 0.00694350 0.12167000 -0.00083160 0.01195800 -0.00456950 -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 0.000 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 6.7071631 9.9346716 12.1722483 5.3391873 5.1521023 9.7697618 12.2766208 3.8301742 8.5220514 3.7146961 5.5726775 4.1297364 10.4255200 4.4151367 9.3953490 7.0722484 -0.8703873 7.0245513 9.9954671 16.2007704 7.4828805 11.9632170 7.2538550 9.0336157 6.5306139 10.1795825 2.1297446 7.5348756 7.7986189 9.6513343 11.1205470 2.5891642 7.8846217 8.6804808 9.7636373 4.3391873 0.7146632 9.3009108 6.4606508 4.8846223 7.9562826 9.4709303 9.9610411 2.7873698 12.6130232 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 8.8508332 13.5622106 9.9338650 6.1297343 8.2011962 14.0268231 8.5112767 8.8491226 12.3534340 10.3894772 8.3800324 8.5004213 13.0025050 5.7444437 8.2251308 0.1297446 NA 9.6552547 7.5891657 9.9239386 10.0478518 11.2999720 11.0422490 0.7146632 9.2382583 12.5146525 10.5559987 10.5475864 9.8970908 6.3681380 6.2896058 10.6380240 10.9499129 4.2424348 8.0245518 9.3330820 5.8846223 9.7221909 7.4335145 10.8499782 9.5819752 15.6657079 4.1297364 4.7735902 10.4510984 9.3894771 9.5993758 11.3767714 10.3663461 8.5559986 5.0839282 10.6400036 8.3489025 15.3723312 6.0342179 10.2577282 NA 8.1848808 8.0396270 0.1297446 8.1768578 9.9507106 9.0031780 6.1297343 6.3871212 NA 12.1664227 0.7146632 10.4000293 10.5845473 10.7142267 0.1297446 11.4781854 8.2303961 8.9273955 3.1297281 10.0911836 12.2218304 10.4695839 9.9451172 12.3534340 10.3894772 10.2845521 8.5496942 7.0366242 9.3511641 8.3800324 10.4982404 4.2996623 12.4795680 3.2171997 4.3391873 5.7444437 4.9370901 12.1787316 11.0218973 11.4426169 9.4572865 10.3102648 9.7986189 2.2996550 0.7146632 NA 7.7608018 10.7630879 9.2807504 NA 8.0456133 11.1297339 7.1631565 8.0426230 TCGA-DW-7838 66 0 NA 744 kidney stage i t1b nx mx male 2009 NA NA 90 kidney papillary renal cell carcinoma 45 NA white not hispanic or latino 1 1 1 1 1 1 5 3 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.733986e-06 7.282743e-07 2.8169014084507 29.5774647887324 15.4929577464789 39.4366197183099 12.6760563380282 8.727342 7.105422 14.169337 10.902870 11.233718 7.074865 9.012336 NA 10.383051 11.876378 12.211189 7.940886 8.834157 10.631236 8.409968 7.661297 10.242827 -1.278234 13.988797 2.422152 5.043646 10.880958 12.166304 10.593623 13.084347 9.041390 9.516134 9.640581 8.430802 10.140625 9.792510 10.711822 11.053475 10.553421 10.354713 13.974716 7.153717 0.00398950 0.00398950 0.30889000 0.31980000 0.31562000 0.31177000 0.30809000 -0.00207840 0.00398950 0.00398950 0.00972760 0.31354000 -0.00152430 0.31980000 0.31980000 -0.00498440 -0.00539920 -0.00567570 -0.00277070 0.00083195 0.00083195 -0.00027724 -0.00387790 0.00138680 0.31225000 -0.00304750 -0.00304750 -0.00166290 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 7.9336063 11.5953542 12.9196256 4.3941437 5.1311079 9.7285629 10.3583424 -1.2782336 8.0726568 2.1811344 6.1479823 5.8612681 10.5522172 3.6759175 9.0391304 6.8922441 0.3067289 6.1395698 9.8190916 14.0128515 6.6165356 12.1406246 6.7329448 8.3401033 5.0615688 12.3775839 -1.2782336 7.5514407 8.2820505 9.9047328 10.6034436 3.3655806 7.5354993 8.8891358 10.0924053 6.1311079 5.1140338 10.2511484 6.5734669 3.4766020 7.6524549 9.2991560 10.3597011 1.6888965 11.7192572 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 9.667893 13.940735 9.388829 7.358343 8.564068 13.988797 9.259907 8.819750 13.181854 10.394585 9.282051 8.430802 13.263540 6.351075 6.469910 NA -1.278234 10.263298 6.886625 10.869164 10.5330925 11.3619627 11.2118166 3.0436420 9.3066803 12.4416413 10.0770690 10.7537635 10.0311942 5.1974526 6.2839607 10.6457880 12.0873568 4.1074954 7.1770447 9.1852422 4.2135728 9.5577681 6.7440857 10.3455993 9.0704460 16.4164906 6.1225982 4.9696432 10.2265368 8.7756439 9.4256215 10.8938328 10.2309980 6.9791062 4.6759119 10.7329451 8.5812526 14.4680747 4.7529359 10.0847575 NA 7.7206465 8.1688010 -0.2782336 8.5951620 10.1801245 9.5266555 7.3583426 7.6375972 NA 11.1191251 4.3941437 10.8348088 10.2618459 10.2200685 NA 11.0331823 7.9016272 8.7385260 1.7217226 10.1043419 12.4078900 10.8809584 9.8644630 13.1818537 10.3945851 10.1739590 8.9028701 7.7047115 9.5402600 9.2820508 10.1443082 5.0792714 12.6225846 1.3066705 5.9213911 6.3510753 6.2374184 12.3489097 10.9000714 11.2450347 9.1479825 10.2290169 9.3391853 2.9696386 0.3067289 NA 7.9287807 10.2229728 8.0163386 -0.2782336 8.8432512 10.7854499 6.7661114 9.6759142 TCGA-DW-7839 58 0 NA 419 kidney stage i t1b nx mx female 2010 NA NA 100 kidney papillary renal cell carcinoma NA NA white not hispanic or latino 4 3 2 2 2 2 4 1 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 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.144431e-06 1.733986e-07 10.5263157894737 10.5263157894737 23.6842105263158 26.3157894736842 28.9473684210526 10.12315273 4.88292178 13.26191027 10.63581614 11.62007702 6.75878286 9.98282805 -0.08666057 10.84845824 13.60521845 9.93704758 9.43096263 9.21859496 8.66148597 9.51072501 6.88675132 9.81214649 NA 13.33693441 4.32833385 1.65025907 10.25684909 12.35695944 11.75380892 11.21440831 10.85654061 9.41114508 10.17146668 8.09816845 10.16122071 9.55775049 11.02072824 11.80520349 11.01395559 10.58748548 14.92068555 8.14542629 -0.00290910 0.00666530 0.00368440 0.00499690 0.00000000 0.00000000 0.87807000 -0.01691600 0.00666530 0.00666530 0.00666530 0.00368440 0.01447000 0.00055459 0.00499690 0.00291330 0.00291330 -0.00553750 -0.00553750 -0.00788630 -0.00946420 -0.00567570 -0.00567570 -0.01505400 -0.02219500 -0.05967300 -0.05967300 -0.04238100 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 3.1356826 11.0594376 11.8673683 3.7545989 2.1356990 9.1983795 13.4013425 5.3506988 8.9784848 6.6946532 0.6502131 5.3617543 10.2918446 4.7033721 9.2847068 7.9725117 NA -0.6716231 8.6547602 9.2704493 7.8301678 11.8036842 6.8321558 8.0025231 8.2002361 6.9467157 2.0287813 1.1356662 7.3423512 4.3727223 10.5904256 -1.6716231 12.3582218 5.2352216 10.0257327 6.0218173 0.5883249 9.6547602 4.7033721 5.1224864 8.3957650 9.4709165 10.0374145 1.8767625 12.3819470 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 9.0244288 14.1579791 12.0849913 2.4982509 7.0113257 13.3369344 10.1465134 9.2897803 12.7725044 10.5589517 7.3084701 8.0981684 13.5402950 6.7077098 8.8060891 -0.6716231 NA 9.9375095 8.4640401 8.7936114 10.4007983 11.0296372 12.0906089 -1.6716231 9.4595445 13.0449894 10.8254341 10.2025436 10.8427982 7.4420726 5.8201841 8.4780779 7.2261761 4.0832219 8.3070414 9.2025436 2.8518989 9.9676714 6.3113251 9.9048151 10.4184432 11.4529367 0.9132628 1.3283195 10.2712117 9.9825192 8.7503955 11.5184640 10.1878655 9.0562510 3.6858841 10.4815661 8.6891779 15.7331313 5.7970778 10.7859681 NA 7.5499179 4.6858841 -1.6716231 8.7836580 10.1280171 9.2708452 2.4982509 2.4982509 NA 12.5702394 5.4263620 8.5193898 10.4904073 10.0477195 -1.6716231 11.9854258 9.7071674 9.7308099 7.6836817 10.1800797 11.6992905 10.2568491 9.8474755 12.7725044 10.5589517 10.6533550 8.4459737 8.3367591 9.3378304 7.3084701 10.7160788 -1.6716231 13.1791524 -0.6716231 3.8829169 6.7077098 4.4157925 12.8594685 10.2029279 10.6392275 9.4511588 11.8499311 10.2759677 NA 1.1541295 NA 7.5215361 10.4605476 9.1792988 -1.6716231 8.4589012 11.4063147 7.9319572 8.7514466 TCGA-DW-7840 60 0 NA 114 kidney stage i t1b nx mx male 2011 NA NA 100 kidney papillary renal cell carcinoma NA NA black or african american not hispanic or latino 2 3 1 3 2 2 6 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 4 0 0 0 6 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 6 2.011424e-06 4.855162e-07 4.10958904109589 8.21917808219178 27.3972602739726 35.6164383561644 24.6575342465753 8.3862712 5.3100165 14.0202383 11.4767759 10.7993380 5.9809530 8.3159855 -0.9378783 10.1653785 13.7261490 12.5228026 9.9854182 9.0031384 11.3712828 7.6051224 7.1227866 10.0329156 NA 14.4638035 2.0620872 2.2320160 11.8595496 11.4058316 11.3132772 11.3840188 10.2782302 9.2118379 9.4141341 6.9629573 10.1920176 9.0206433 10.3885202 11.7995493 10.8654146 10.5484229 14.3696829 7.4762683 -0.00166290 0.00041593 -0.00567570 -0.01857000 1.46320000 1.45410000 0.70130000 -0.00816240 0.00041593 0.00041593 0.00041593 -0.00567570 0.00055459 -0.00083160 -0.01857000 -0.01106000 -0.01106000 0.01540100 -0.00415460 -0.00083160 -0.00083160 -0.00145690 -0.00800420 0.00235810 0.00055459 -0.09973600 -0.05356900 -0.02151000 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 6.7131418 11.1170341 11.6449383 7.7555780 4.1495520 9.6460854 11.1312048 2.6470612 8.4988021 5.6914476 5.9928273 3.8694470 9.6273356 4.7345145 9.5008825 6.5738441 0.6470842 6.0162868 9.1241368 16.5924159 9.0133754 11.5073642 6.2812587 8.8662218 6.0955131 10.1952329 2.2320160 7.2568474 8.0191926 9.9846751 11.1023804 2.2320160 8.3612986 8.5915212 10.7883089 4.8434513 3.3840222 8.5876114 6.9928285 5.4320808 8.2593073 9.3460820 10.0851519 4.3035470 13.1607619 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 8.4063866 13.4882899 10.9723586 5.5856536 6.4371295 14.4638035 8.0899965 8.3862712 12.2214890 10.0507754 9.6923578 6.9629573 12.6658329 5.9324557 8.8613723 -0.9378783 0.6470842 8.3052647 6.9987292 8.9201182 9.2457260 11.7140393 12.5828321 0.6470842 8.4862570 12.0513078 10.7707435 10.3300478 9.8442698 6.8886398 6.5619371 10.8286196 8.8918135 5.7463477 7.5738433 9.0941363 5.3288759 9.3896434 7.3004953 9.7959534 9.6564152 15.2011623 2.2320160 4.5856536 11.6907640 9.7203022 9.2029204 10.7586236 9.7814796 8.6638616 5.2909109 10.6022188 9.0707575 14.8109911 7.2532982 10.0329156 NA 7.1834170 7.8136350 -0.9378783 8.7984925 9.5245930 8.8491771 5.5856536 6.4967196 NA 11.1748560 5.2118377 10.1764837 11.6248101 10.4097121 NA 11.4804704 8.1495536 8.7900112 0.6470842 9.8119602 11.8838647 11.8595496 9.7668590 12.2214890 10.0507754 10.0486438 7.7590579 6.5378241 10.0844377 9.6923578 9.6051226 1.0621217 12.9462612 1.8694372 3.3840222 5.9324557 4.5215219 11.9069926 10.2939119 10.4709511 10.4956762 9.6554819 10.7972235 1.0621217 1.3839945 NA 8.0674344 11.7903577 8.3004953 -0.9378783 8.1810320 10.8941896 6.5378241 9.0162871 TCGA-DW-7841 61 0 NA 445 kidney stage i t1b nx mx male 2010 NA NA 80 kidney papillary renal cell carcinoma NA NA black or african american not hispanic or latino 4 3 1 1 2 2 6 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.109751e-06 4.161568e-07 9.09090909090909 27.2727272727273 18.1818181818182 31.8181818181818 13.6363636363636 8.8556366 6.4157451 14.1032574 10.5978387 11.0452976 6.7023085 8.9149116 0.6148512 10.2115008 12.8385452 10.7725078 9.2532809 8.8448655 10.5100417 7.9277282 7.9679916 10.3953848 NA 13.4665454 2.7847762 3.4222061 11.2634274 11.2485647 11.2541858 11.9159125 9.4205889 8.9657843 10.1241253 7.6288654 10.2890373 9.0557144 10.6368661 11.7209173 10.9668885 10.3784725 14.1122604 6.9496995 0.0019418 0.0087528 0.0068044 0.0000000 0.5836300 0.5799200 0.5320400 -0.0126180 0.0019418 0.0087528 0.0087528 -0.0026322 0.0097276 0.0000000 0.0000000 -0.0057925 0.0013868 -0.0023553 -0.0116110 -0.0099565 -0.0099565 -0.0106460 -0.0106460 -0.0128510 -0.0298460 -0.0550950 -0.0550950 -0.0553740 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 0.580 0.580 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 0.580 0.580 0.000 0.000 0.000 0.000 0.000 0.000 9.333378 8.404379 11.705785 6.642751 6.794754 9.956987 11.415341 2.702303 8.656504 3.824299 7.479032 4.659240 10.123511 3.784766 9.384683 6.911853 1.199814 8.311813 9.843664 16.313676 8.621872 11.887475 7.118671 8.830378 6.236896 9.506629 3.614839 4.342768 8.080411 10.798480 11.510383 3.074283 8.435024 9.517220 10.313984 5.774716 NA 8.993140 8.034805 5.290380 8.126598 9.440329 10.300470 3.580170 12.456086 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 8.863959 13.626859 10.609199 8.566130 7.225870 13.466545 7.746702 7.923184 12.358417 10.522862 9.865736 7.628865 12.268922 6.376396 7.974595 -1.385337 -1.385337 9.210103 6.843664 9.146217 9.6239738 11.6474075 11.5189152 1.1998137 8.6190656 11.9131941 10.6337407 10.7367024 10.5842317 6.1462275 8.3290904 10.9583085 11.2012158 5.5351385 7.5337082 9.1761330 6.1066980 9.5820714 7.6344357 10.2263310 9.6795879 16.4839027 6.3013462 4.7441288 10.6599222 9.7709281 9.1087006 11.4149361 10.4051936 8.8242985 5.7023085 10.8825096 8.8340017 14.7417109 6.9675952 10.0520770 NA 7.8897826 9.2184715 0.1997509 7.4790316 9.5172202 8.7607772 8.5661298 6.3083317 NA 11.8247553 -0.3851488 10.2327717 11.0882972 10.6889866 1.4221792 11.4411950 8.0824509 8.9887977 1.1998137 9.6358251 11.7911741 11.2634274 9.8698737 12.3584173 10.5228624 10.5533220 7.7441281 7.2147582 9.6592938 9.8657356 10.4250151 5.2295533 12.7560741 2.1998137 3.6148394 6.3763963 5.9546942 12.4985385 10.7668129 11.0245012 10.0358580 9.9740456 10.2752867 1.6148512 2.7847762 NA 8.2322022 11.6690848 8.6592392 2.0742657 8.3994800 11.2049643 6.8242982 8.3813738 TCGA-DW-7842 52 0 NA 92 kidney stage i t1a nx mx male 2011 NA NA 90 kidney papillary renal cell carcinoma NA NA white not hispanic or latino 2 3 2 2 2 2 3 3 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7.976338e-07 1.040392e-07 3.84615384615385 26.9230769230769 34.6153846153846 26.9230769230769 7.69230769230769 10.080793 10.070708 13.303983 11.016260 11.577346 8.059329 9.032196 7.379951 10.622642 13.642795 10.791308 10.242611 8.978786 11.087610 9.093997 6.353576 10.205854 NA 15.105972 1.593354 4.154073 9.847911 11.653438 12.660049 11.829488 10.427826 9.632273 10.088410 8.923375 10.511025 9.843653 11.040231 11.912123 10.750449 10.216870 16.025146 6.664817 0.00221930 0.00221930 0.00305220 -0.00041585 0.72131000 0.72131000 0.65756000 -0.00387790 0.00221930 0.00221930 0.00221930 0.00305220 0.00221930 -0.00041585 -0.00041585 -0.00124730 -0.00124730 0.00388540 -0.00332430 0.00000000 0.00000000 -0.00263220 -0.00263220 -0.00940460 -0.01487900 -0.03749000 -0.04317300 -0.03054000 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 3.4007155 8.7491846 12.4788221 5.1294067 0.5934016 9.3381951 13.1352255 4.9579285 9.0979750 5.6201553 1.5933538 3.8563882 10.4358180 4.9007847 9.3595521 7.4899651 -0.7285743 4.2714257 8.9925257 13.9064152 7.8731974 11.6247111 6.1843160 8.3877705 7.5843094 10.1387052 3.8260196 -0.7285743 6.9260623 7.9438516 10.3290797 1.7308790 9.6480945 7.0162601 10.2029026 4.5933538 NA 8.9438516 5.2937935 5.7406605 7.8563888 9.0535320 9.6802869 3.6572055 12.4201818 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 9.361539 13.904649 9.639933 2.794998 8.954421 15.105972 8.322635 9.807674 11.905103 10.998283 9.424978 8.923375 13.096832 7.219794 9.368141 NA NA 9.458160 7.806702 10.628618 10.0682771 11.3656691 12.0663499 -1.7283353 9.4224428 13.3554043 11.2454824 9.9332045 10.8122809 6.9007835 4.9856735 9.4550619 8.6432029 4.6289777 7.5074403 8.9822330 4.1294067 9.9925256 7.0947934 10.2537070 9.4649519 13.5834230 -0.7285743 6.0396100 11.4461960 9.9211316 8.7702757 11.4678749 10.4723250 9.3199132 4.0263132 10.8985043 9.2314790 15.4363922 6.8790894 10.7039683 NA 7.9086670 6.0329780 -1.7283353 9.1555970 9.8989603 9.3292490 2.7949980 3.2256297 NA 12.6196704 3.0263220 10.9738156 10.4447912 9.2335995 NA 12.4064943 8.9509064 9.6017830 2.9152914 10.5817551 12.2246225 9.8479108 10.3519109 11.9051028 10.9982832 10.0023211 9.5056450 7.3428889 9.4707429 9.4249783 10.8455468 NA 12.6542530 0.5934016 3.9718654 7.2197939 5.7949876 12.2817797 10.1184838 10.7986590 9.9278513 11.0437410 10.6276032 NA 0.4604805 NA 7.4005294 10.6972743 9.7993920 NA 8.3864700 11.5190573 7.4363334 8.7930268 TCGA-DW-7963 43 0 NA 1240 kidney stage i t1b n0 mx male 2010 NA no 100 kidney papillary renal cell carcinoma 3.5 1984 black or african american not hispanic or latino 2 1 1 4 3 1 6 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5.895554e-07 3.467973e-07 14.8148148148148 25.9259259259259 11.1111111111111 29.6296296296296 18.5185185185185 8.182583 5.695596 15.094030 11.240852 10.724004 6.174764 9.136588 2.973134 9.991051 12.123892 12.077466 9.305837 9.287826 11.252972 7.351641 6.236163 10.124907 NA 13.623283 2.651201 3.236171 11.232402 11.541465 11.172802 12.681868 9.471380 9.399394 8.922664 7.991051 10.126934 9.368877 10.501388 11.329801 10.440735 10.251114 13.253668 6.899128 0.00944910 0.00944910 0.67244000 -0.00512270 0.69409000 0.69409000 0.65866000 -0.00373950 0.00944910 0.00944910 0.00944910 0.67244000 -0.00069303 0.00499690 -0.00512270 -0.00567570 -0.00567570 -0.00346270 -0.00609040 0.00235810 0.00235810 -0.00193990 -0.00193990 -0.00940460 0.67493000 -0.03476800 -0.03476800 -0.03803400 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 6.558092 11.232402 12.104472 5.860655 4.110631 9.082615 9.788192 NA 7.759726 4.351642 5.973129 3.236171 9.943523 4.558090 9.021888 5.829517 NA 5.973129 9.970873 15.550464 8.722663 12.198578 7.158995 9.114725 6.295058 11.549046 NA 9.089993 9.198096 9.622745 11.211534 2.236156 6.759726 8.385911 10.512288 6.236163 4.351642 8.733350 8.728017 1.651224 7.728016 9.215998 10.108582 3.209469 11.828521 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 9.445617 13.094922 10.827374 5.651201 7.651201 13.623283 8.826127 8.236163 12.320529 9.952697 8.243658 7.991051 12.875806 3.821129 8.135017 NA NA 8.679107 6.323626 9.630712 10.0087530 11.6687054 11.2408522 0.6512239 8.5760134 11.9993759 10.0648290 10.7791954 9.0732657 4.9731291 5.5580931 9.4745683 9.9865914 5.5091828 6.9549814 9.5399443 5.4060876 9.3058372 6.4840914 10.5505580 9.2248482 15.7061021 6.0774652 5.2361635 10.2172551 8.8110725 9.1309813 10.6804882 9.4488626 8.2286297 4.7386652 10.3774192 8.6512010 15.0185475 7.5267355 9.7253426 NA 7.7789372 8.1188067 0.6512239 8.0605922 9.7333501 9.7070528 5.6512010 5.5091828 NA 10.9050486 0.6512239 11.3094125 10.8715794 10.2361636 NA 10.9214964 8.1980953 8.6901199 1.6512239 9.6928603 12.1985776 11.2324016 9.6284809 12.3205290 9.9526973 9.8508733 8.2134435 6.8606550 9.5938034 8.2436581 9.6256157 6.2659113 12.7172902 2.2361558 3.4585526 3.8211285 2.6512010 12.2492535 11.3280397 11.7720869 9.3341957 9.9319718 9.8335954 2.2361558 2.2361558 NA 8.3911843 11.2671432 7.2361635 NA 9.0858293 11.1728015 5.9366026 7.2659113 TCGA-DZ-6131 31 0 NA 2429 kidney stage iii t3a n0 mx male 2003 NA NA NA kidney papillary renal cell carcinoma NA NA white NA 4 2 1 3 5 1 4 3 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6.589149e-07 3.121176e-07 7.14285714285714 21.4285714285714 17.8571428571429 39.2857142857143 14.2857142857143 9.812096 5.883218 13.609853 11.360054 11.388603 7.652302 8.079142 NA 10.520108 11.676884 8.020034 7.736241 9.061511 5.890751 9.048940 7.374567 9.807128 NA 12.337920 2.006226 5.188433 9.688953 11.868432 11.958745 10.788848 9.272294 10.600409 9.761116 9.054820 10.957961 9.136304 10.476026 12.062866 10.164546 10.190341 13.449650 7.760355 -0.0053992 0.3698600 1.1009000 -0.3329500 0.0104240 0.0186630 0.7413800 -0.0172540 -0.0053992 -0.0053992 0.0058309 -0.3458400 -0.3704200 0.3473000 -0.3329500 0.0207630 0.0129340 -1.2929000 -0.2679300 0.0000000 0.0000000 -0.3799900 -0.3794300 -0.0117490 0.0030522 -0.0111980 0.0400440 -0.7601200 -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 6.1449926 12.6474462 8.3959008 6.6589355 -0.6943213 10.4914691 11.8571362 0.6277002 9.3556370 9.1622138 2.0062262 -0.6943213 9.9905370 4.3718794 9.9204983 6.0050496 4.6633389 7.0573322 9.5684705 9.1345834 9.4956130 11.8297178 5.2483033 9.2328255 4.5152394 6.5772521 1.1131671 1.6277002 7.6164011 11.1602672 10.9266955 2.2126938 7.8036404 8.4844532 10.6084274 5.6633418 5.1496455 10.4188793 7.0165944 1.6277002 9.2701292 10.4052184 10.7554529 3.0434670 11.4808997 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 9.5894557 13.7890374 8.4656599 2.6277236 8.7764472 12.3379202 8.0371076 9.6107100 12.7174318 10.7117276 9.9742302 9.0548197 13.3392974 1.1131671 8.5946545 -0.6943213 -1.6943213 10.5894556 6.6186718 8.2900931 9.9773294 11.4138227 12.4214011 3.5537168 9.9282979 12.3217261 11.3071966 10.9724562 10.5364094 2.3057955 5.2126783 8.5140228 6.7445796 6.6236533 7.9835078 8.7733941 6.3664848 10.3149172 0.3057955 10.0153031 8.9269245 16.0679887 2.4757075 5.2006064 11.6712907 9.9186570 9.0447250 11.4076000 9.6395028 9.0362585 5.9496446 11.5833664 9.6026128 13.7170014 7.1449294 10.3641185 NA 7.9336505 8.2930522 -0.6943213 9.5097481 9.9405995 10.0430358 2.6277236 6.0871488 3.6633446 11.8604971 NA 12.6051395 11.7935028 9.9070950 -1.6943213 11.8922764 9.3184129 9.8031413 0.6277002 11.0279555 12.3731387 9.6889526 9.7621428 12.7174318 10.7117276 10.1187679 9.0615105 9.6333411 9.8777306 9.9742302 10.8725560 0.8907191 13.2200334 2.3932514 4.9057023 1.1131671 6.0062284 12.1503961 10.9135810 11.1002042 10.4647136 11.1803856 10.2339366 -0.1092031 0.8907191 0.8907191 7.6042174 13.7480208 9.5213213 0.6277002 8.1914847 11.6484187 5.6186703 8.1449921 TCGA-DZ-6132 69 0 NA 2460 kidney stage i t1a nx mx male 2003 NA NA NA kidney papillary renal cell carcinoma NA NA NA NA 1 1 1 1 1 3 5 3 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 2.358222e-06 3.467973e-07 0 21.5189873417722 29.1139240506329 37.9746835443038 11.3924050632911 9.64911190 7.38858478 12.27074013 11.04332885 11.31249705 7.49393709 8.27823478 -0.07081499 10.40387270 12.15656815 11.10158029 6.57300938 9.39471906 8.59921884 8.73005264 7.58259514 9.97126806 -0.65585325 14.03096432 NA 6.67510739 11.37967668 11.98784804 11.83742026 11.50216872 10.16197331 10.00374024 9.28450395 8.90356737 11.08186014 8.55729444 10.74879966 11.83929576 10.69070395 10.28119621 14.01362899 7.17213644 -0.00177510 0.00312430 0.17009000 -0.00283710 0.37768000 0.37290000 0.15539000 0.00215270 0.00000000 0.00000000 -0.00643320 -0.00062099 -0.00242180 -0.00034380 -0.00283710 -0.00615680 0.00256900 0.00118140 -0.00463600 -0.00670950 -0.00670950 -0.38766000 -0.38766000 -0.00103670 -0.00574210 -0.01443200 -0.01443200 -0.00657130 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 8.61097683 11.81611943 11.93501119 7.36378083 2.73651829 9.09749887 10.78791088 0.66612030 8.84104410 4.38858219 7.70393955 5.36655652 10.47141398 4.68403884 9.30708625 7.27932550 -0.07081499 7.96807174 8.58736424 14.99558760 8.79023966 12.20022665 7.03767763 8.40218197 5.03068920 9.81992376 0.34414675 2.66612030 7.89493717 11.99837873 10.60246180 3.47347522 9.45467354 9.36030216 10.20061580 6.36655827 -1.65562597 9.41296862 4.32147357 3.38858908 8.18024037 9.57557952 10.32504388 1.13290581 11.99832164 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 9.576611 13.006803 6.944103 6.991649 9.005968 14.030964 8.516618 9.242792 12.349376 11.049175 10.288536 8.903567 12.883107 5.226832 7.914046 NA -1.655626 10.346302 6.891085 10.358099 10.2184032 11.4190007 11.3061825 4.9880484 9.6879311 12.5209867 11.3529690 10.4631314 10.7923066 5.7704538 7.3099747 9.7793395 11.4882111 6.3776131 7.8400452 9.0881832 5.4102800 10.5024844 4.6840388 10.5460078 7.8697110 17.3507738 5.5536431 6.1770806 11.4781352 9.7928228 8.8066927 11.7173273 10.0130753 9.3229007 6.0856562 10.9611985 9.0059683 13.5494108 6.6703957 10.3023804 NA 7.3089069 9.6739865 -0.6558533 9.2060527 9.4971087 7.7641504 6.9916488 9.8958985 NA 11.3767526 5.4939387 10.7031161 10.8347904 9.9107201 NA 10.8102667 8.6806967 9.9164168 0.6661203 10.4901224 12.7539126 11.3796767 10.3533190 12.3493762 11.0491745 10.1267791 9.3505163 7.3012922 9.9462721 10.2885363 10.8204301 5.5340149 12.6024618 2.6661203 5.2983871 5.2268322 6.4683112 12.1654660 10.2145549 10.6153614 10.0860785 10.8467735 10.4891671 1.9291471 NA -0.6558533 8.3068838 10.7780156 8.9934465 0.3441467 7.9826263 11.1625727 6.7954007 8.9338414 TCGA-DZ-6133 66 1 1557 NA kidney stage i t1a nx mx female 2004 NA NA NA kidney papillary renal cell carcinoma NA NA white NA 3 4 2 2 2 2 3 2 2 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.907385e-06 9.01673e-07 4.93827160493827 16.0493827160494 27.1604938271605 44.4444444444444 7.40740740740741 9.967109 10.050417 13.426785 11.997985 11.304124 8.022648 8.055509 -2.122177 10.759295 13.468811 11.791721 10.449269 8.914850 10.858487 8.816099 9.081950 10.807433 NA 14.450705 1.965470 5.244312 11.167288 11.569298 12.354230 12.338958 10.506891 10.109211 9.895146 9.083783 10.372846 9.103197 11.493964 12.241440 10.826357 10.439994 14.048287 6.178388 0.8059700 2.3787000 0.8481000 -0.0165670 1.6861000 1.6861000 0.8657200 -0.0042929 0.8059700 0.8059700 0.8044200 0.8510600 -0.0129890 -0.0165670 -0.0165670 -0.0175290 -0.0175290 0.0000000 -0.0116110 -0.0106460 -0.0106460 -0.0077482 -0.0077482 0.0034687 0.8738800 -0.0145030 -0.0050473 0.0024969 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 3.9440807 9.1116096 12.5848637 4.1068089 1.6853571 9.7737167 12.3431737 4.3209323 8.5495309 3.6853459 2.1999079 2.9223882 10.1482970 4.4779039 8.8723434 7.1763507 0.1998765 5.6981685 8.8581296 16.8221237 7.7390771 11.7878831 6.8947984 8.0603841 5.8205032 8.5344149 3.7108781 8.1942713 8.1211641 7.8737572 10.5488675 0.6853571 5.3374221 7.5109849 10.6673199 3.4926992 0.4629946 9.1163946 7.1019914 4.6926671 7.4459460 8.3845554 9.5943808 3.5082258 12.2911789 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 9.168585 13.254285 8.362813 2.632873 10.295579 14.450705 8.709297 10.118781 11.231826 10.794429 8.254115 9.083783 13.018101 5.605909 9.226165 -2.122177 -1.121863 11.461425 6.811680 10.433013 9.9842258 11.8568792 11.2760656 -1.1218632 9.8274520 12.9901444 11.2047003 10.7539312 10.5234233 7.1863292 5.9917327 8.8466569 7.2724525 5.1147710 8.1412591 8.2508550 6.0175411 10.1071092 6.5504159 10.2541153 9.1371449 13.3385099 0.8779798 7.0328083 10.7207332 9.5539470 9.5697335 11.2281004 10.1016900 9.9182796 3.4926992 11.7203403 9.7108326 14.7730090 8.3247634 10.5933086 NA 7.7831816 5.9169089 -2.1221772 9.6126995 9.4440440 9.1754794 2.6328731 4.2873836 NA 12.1001811 NA 9.8369051 10.4892454 9.7491251 0.8779798 11.9071909 9.2117044 9.3708445 5.4171504 10.6833308 12.6871552 11.1672884 10.4076645 11.2318260 10.7944293 9.6403720 9.2676212 7.2464964 9.8144844 8.2541154 10.4760425 0.1998765 13.3765899 2.6853347 5.0378610 5.6059091 6.7297390 11.5095081 10.6418248 11.3169118 9.5969510 10.5014920 10.0834779 -2.1221772 NA NA 6.7636254 10.4031143 9.8786942 NA 8.1576006 11.7119671 6.9838988 7.5164257 TCGA-DZ-6134 69 0 NA 1856 kidney stage i t1a nx mx male 2005 NA NA NA kidney papillary renal cell carcinoma NA NA white NA 1 1 1 1 4 1 5 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 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 7.629541e-07 3.121176e-07 12.9032258064516 29.0322580645161 16.1290322580645 25.8064516129032 16.1290322580645 9.07279396 9.59909626 14.69511767 10.75554625 11.14458451 7.97265705 7.84496055 0.38769340 10.47010985 12.54743990 11.31176489 7.28735409 8.74963851 10.40255208 8.44730974 7.92530163 10.36640517 0.06571016 13.85496907 3.15322166 4.55761840 11.48137635 11.38843275 12.09884541 12.46022929 10.10708353 9.79962938 9.24691894 9.01923543 10.82877143 9.35751286 10.66032443 11.98332516 10.71300014 10.41394150 13.75647395 5.96808153 0.0039604 0.0059700 0.0853650 0.0000000 0.4189800 0.4189800 0.3843600 -0.0058140 0.0039604 0.0039604 0.0059700 0.0853650 0.0020805 0.0000000 0.0000000 -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 0.000 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 7.7434860 11.1825979 12.2359264 6.2605225 2.9237387 9.7602725 10.0794382 1.8731045 8.9430507 4.3511689 6.4836191 3.7936878 10.3178406 3.6203518 9.3729673 6.7976628 1.5252170 6.6318202 9.5159468 14.1160693 6.8954892 12.0366814 6.8372558 8.6068630 4.7662082 11.3235964 3.1101628 9.0075479 8.6107311 10.7410621 10.8869426 4.5251982 8.0373103 8.3325531 10.7242012 7.8206538 1.7662135 9.1860045 7.1425819 3.0199687 7.5912875 9.3327581 10.2306735 0.8854182 11.2222574 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 9.256826 12.918686 9.232557 6.942283 9.803436 13.854969 8.482564 9.759689 12.170939 10.843227 10.781514 9.019235 13.027759 5.709621 8.774850 -1.934014 NA 8.441892 6.508711 10.198562 10.3860030 11.7444768 11.2838757 4.6656770 10.0308293 12.7018247 11.1873001 10.6935284 9.9987195 6.7239776 6.9935442 9.7005776 10.3689765 4.8859452 7.3231548 9.2008346 6.6804763 10.1591841 6.2001924 10.7572920 9.3337236 16.4963049 9.5465567 3.1101628 11.0203264 9.3938806 9.4527068 11.5292910 10.2394438 8.7679394 7.0487604 10.6777136 9.4144948 14.9908110 6.4055278 10.0101127 NA 7.2627864 8.9522252 -0.9342898 9.5379497 9.5790008 9.6467034 6.9422834 9.0565797 2.5893321 11.7829075 1.9726559 11.3809162 10.9558408 10.2202683 1.0657791 11.4395834 8.5045584 9.2218498 1.8731045 10.7733414 12.8954398 11.4813763 10.3269801 12.1709385 10.8432274 9.9014223 9.5272461 8.0329929 9.4957539 10.7815141 10.4846733 8.2394439 12.8985577 5.4320875 7.5313331 5.7096215 6.5087107 12.0557819 10.7346515 11.2947356 9.6818559 10.5359171 9.9868637 5.1847088 2.5893321 NA 8.0568772 10.5740095 9.5661106 1.5252170 8.7478835 10.9820193 6.8339514 8.3775151 TCGA-DZ-6135 45 0 NA 2269 kidney stage i t1a nx mx male 2006 NA no NA kidney papillary renal cell carcinoma NA NA NA NA 1 3 1 3 4 2 6 1 2 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 7.282743e-07 3.81477e-07 6.25 15.625 21.875 43.75 12.5 9.820441 10.666245 13.548354 10.683964 11.574598 7.704142 8.765163 5.064732 10.664645 13.259867 11.015164 9.474906 8.968660 11.448436 9.127172 7.993649 9.864138 NA 13.992510 2.900336 4.019640 10.711913 11.868169 12.170600 12.052892 11.023218 10.031404 10.048690 9.677175 10.662584 9.358645 11.043948 11.783831 11.047287 9.946246 14.927596 7.780338 0.00000000 0.00000000 0.61208000 -0.00041585 -0.00152430 -0.00152430 0.01377200 -0.00110870 0.00000000 0.00000000 0.00000000 -0.00581400 -0.00263220 -0.00162430 -0.00041585 -0.00290910 -0.00290910 0.00110930 -0.00235530 0.00027728 0.00027728 0.00124810 0.00124810 0.00374650 -0.00470790 0.00958830 0.01433000 0.00763920 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 7.113827 9.276583 12.653965 5.856144 3.823719 9.321615 11.319651 3.171639 9.984512 5.373279 5.346145 4.232185 10.440931 4.108449 9.487896 7.193964 1.212258 6.364292 8.761753 14.922449 7.785515 11.789088 5.476991 7.395511 5.657074 12.143683 1.849719 6.760040 7.393303 9.926153 10.507930 1.364292 7.285538 8.799754 10.124513 10.566171 NA 9.003090 4.534217 4.566553 7.780456 9.568897 10.184471 1.775725 12.299790 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 9.683964 13.149745 10.590945 6.025357 10.605322 13.992510 9.016778 9.681705 12.131235 11.093063 8.686220 9.677175 12.525550 5.803914 8.825362 NA NA 9.552634 7.318489 10.862822 9.8113753 11.4920285 12.1394908 2.9965514 9.8084787 13.2440284 11.4915126 10.1911583 10.8396202 5.5969530 6.0367165 10.3073929 9.4801160 5.2372195 7.5600332 8.6422767 6.0757872 10.0619546 7.4873786 10.8853035 8.6496941 15.7493118 10.1185114 6.5853952 11.8766375 9.9108007 8.7804561 11.7285361 10.7425869 8.7227235 4.2902917 10.9255800 8.8815677 14.9405520 7.1308341 10.3135351 NA 8.2108608 8.1600070 NA 9.5180974 10.0430682 9.4368267 6.0253566 6.9642045 -1.9579160 12.3313742 5.0867583 10.7510168 10.7334531 10.1911583 NA 12.0843652 8.7471322 9.6436704 4.1084492 10.5597873 12.5120693 10.7119134 10.1131557 12.1312350 11.0930629 10.1564316 9.5703295 7.0139077 9.7862095 8.6862200 11.1218487 10.0041754 13.0399404 -0.3727667 3.1298270 5.8039141 6.6570740 11.8176656 10.1044101 10.5137851 9.8014200 10.7604686 10.4565206 0.8496791 2.9492548 -0.9576358 8.0972257 10.9681909 10.1492540 4.1084492 8.5786112 11.0709608 7.8171512 8.5815226 TCGA-EV-5901 47 0 NA 1040 kidney stage i t1 nx m0 female 2010 NA NA 90 kidney papillary renal cell carcinoma NA NA white NA 2 3 2 2 4 2 5 3 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.075072e-06 2.080784e-07 8.10810810810811 21.6216216216216 18.9189189189189 27.027027027027 24.3243243243243 9.830685 7.259361 12.568216 10.927216 11.609858 7.993065 8.716438 NA 10.550955 13.743644 11.193603 10.468562 9.111875 10.836156 9.922816 7.616231 9.918401 NA 14.713720 2.070698 5.240623 10.849356 11.797630 12.419948 11.492393 10.039197 10.263137 10.209949 9.582684 10.625739 9.348465 11.035974 11.982355 10.727650 10.610770 15.093883 7.271041 0.01153900 0.00889620 0.62351000 -0.00533320 0.74563000 0.74563000 0.71980000 -0.01089300 0.01153900 0.01153900 0.00889620 -0.01023200 0.00000000 0.00125620 -0.00533320 -0.00498440 -0.00498440 -0.00110870 -0.00443120 -0.00067863 -0.00067863 0.00194180 0.00194180 0.00194180 0.00777830 -0.04590600 -0.03066700 -0.00815920 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 7.29611964 9.17552909 12.26784352 5.90210012 3.19268340 8.89403650 10.86511501 1.68369645 9.29214399 6.79059091 6.15316084 4.37555384 10.14450989 3.81612863 9.51022456 7.16331959 -0.01683308 6.69059588 8.29725287 12.68868616 8.06405399 11.81147195 6.56066452 7.70945469 5.39262654 11.59333832 1.56817807 -1.01683308 7.30064908 10.19360322 10.12374650 -0.01683308 9.83732549 8.91101411 10.27871823 9.73687086 2.73811929 9.13425278 2.50680502 4.96440325 8.03987425 9.20195701 10.21025053 1.91869153 11.98443245 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 9.6613962 13.5512814 10.3601756 6.7580233 10.0904533 14.7137197 8.8886233 10.2599422 11.9691672 11.0995802 10.2912908 9.5826843 13.1539438 5.8658792 9.3995061 -1.0168331 -0.4318706 9.9867542 7.3275320 10.7427230 9.7204837 11.6616163 11.8286283 0.7906052 9.7276498 13.3176492 11.6273179 9.9091615 10.9388844 6.4790915 6.7547259 9.9811214 10.5245749 6.0616531 7.7060435 8.2299767 6.8066038 10.2640070 7.0166590 10.4705739 8.6749796 15.4313768 8.4589696 6.6162312 11.5194835 10.1183042 8.5116902 11.5890630 11.0056041 9.6207667 5.5905661 10.9229991 8.8101343 14.5911734 7.6769500 10.2697941 1.1531568 7.4369189 8.6538927 -1.0168331 9.9290459 9.9842926 9.3291958 6.7580233 6.4010894 -1.0168331 12.3732036 6.4178643 9.7115820 10.6834593 9.9687225 -1.0168331 12.4639003 8.9583677 9.7625453 1.5681781 10.7946110 12.0825841 10.8493561 10.5138865 11.9691672 11.0995802 10.0094139 9.5747587 7.1278943 9.7317519 10.2912908 10.9246507 8.9937644 12.7922004 2.2311559 5.0812672 5.8658792 6.7678706 11.7178400 9.8141476 10.5048368 10.1199070 10.7456474 10.7707308 1.6836965 1.4426516 -2.0168331 7.6581172 10.8619041 10.2432737 2.6270932 7.4790915 11.2270053 7.4467608 8.7026250 TCGA-EV-5902 58 0 NA 578 kidney stage i t1 nx m0 male 2010 NA NA 90 kidney papillary renal cell carcinoma NA NA white NA 3 5 2 2 2 2 3 1 2 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 1.733986e-06 4.161568e-07 6.45161290322581 19.3548387096774 19.3548387096774 30.6451612903226 24.1935483870968 9.348551 10.050742 14.361215 11.027469 10.925280 7.423536 8.718673 4.131688 10.056408 12.825011 10.043153 9.661709 8.498706 8.891657 8.732782 7.935769 9.760815 NA 13.037769 2.241871 2.402340 8.265545 11.416855 12.910027 12.942465 11.650265 9.283693 9.993613 8.394008 10.643254 9.584862 10.692113 11.583686 9.861337 10.244853 15.163254 6.978891 0.01550100 0.01550100 0.04599100 0.99089000 0.00277450 0.01978300 -0.01780300 -0.00401620 0.01550100 0.01550100 0.00320940 0.01614600 0.04655900 0.98155000 0.99089000 -1.02520000 -1.02560000 -0.01835300 -0.00040925 -0.01876500 -0.01876500 0.00000000 0.00000000 -0.03081300 0.88086000 -0.01354000 -0.01354000 -1.05960000 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 0.991 0.991 -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 0.991 0.991 -1.025 -1.025 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 2.0612923 5.8823300 12.2441911 5.1430954 0.9617715 9.4671168 12.6103789 10.6796857 8.7626644 5.8338894 9.3054261 3.9617622 10.1316144 4.8686571 9.7842216 7.3838054 0.4763298 4.5119613 8.8916570 12.6986345 9.6051054 11.8527887 7.7242655 8.9553096 6.1316903 6.9872993 4.2836922 5.6462635 8.2901189 7.9936132 11.1250548 NA 4.3041532 7.5680374 11.0241962 4.4398093 -1.8458057 9.4898000 6.8652161 5.4452566 8.2245304 8.8726684 10.2949198 2.5154854 12.2419454 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 9.5526188 13.0861166 9.2530996 0.7393297 9.1473479 13.0377688 8.3218276 8.7810311 12.9145578 11.3144386 6.9520714 8.3940082 12.5504122 6.0792224 8.3293353 -0.8455464 NA 8.7589627 6.9967604 9.9781032 9.7280567 11.5752909 11.4360499 -0.2606703 9.8742262 12.2417895 11.1453999 9.8836054 10.5177204 6.9585411 2.6138381 9.2901189 9.6507640 5.5467278 7.7524623 9.1459314 2.9617715 10.0313101 7.0552759 10.3355619 10.1455771 12.6598490 -1.8458057 7.2285513 11.1941854 9.7883130 9.2946003 11.2044283 9.9067902 9.1345493 2.9617715 10.9285789 9.6613668 13.2125282 8.5853536 10.2762668 NA 7.1115113 4.7837657 NA 9.5853847 9.6427519 9.1042363 0.7393297 0.9617715 NA 12.0706623 1.8548335 9.2504659 10.7894475 10.1970949 -0.2606703 10.8918682 9.1245155 9.2849802 4.3832273 10.1715660 12.9662358 8.2655452 11.1194723 12.9145578 11.3144386 10.4998148 9.0309264 6.9192817 8.7499187 6.9520714 9.7727951 -1.8458057 12.7428900 0.7393297 2.2418707 6.0792224 5.9745890 11.5391933 10.7275834 11.2684773 10.1892086 10.4467312 10.5994245 -1.8458057 -1.8458057 -0.2606703 7.9919747 11.1442440 9.3886283 -0.8455464 8.0821874 11.4877047 7.6661622 9.1359768 TCGA-EV-5903 57 0 NA 757 kidney stage i t1a nx m0 male 2010 NA NA 90 kidney papillary renal cell carcinoma NA NA white not hispanic or latino 2 3 1 1 4 2 5 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 2.358222e-06 5.895554e-07 4.59770114942529 20.6896551724138 19.5402298850575 28.735632183908 26.4367816091954 9.214463 8.153063 13.437102 10.909344 11.502154 7.868724 8.434439 NA 10.464920 12.964827 11.690042 7.536392 8.715751 11.451867 8.589006 7.457320 10.188031 -1.499810 15.676956 5.466001 8.169103 9.906423 11.659701 12.429014 12.231961 10.131850 9.705400 8.810831 8.841181 10.867633 9.733238 10.874442 11.853640 10.625631 10.609722 15.488459 6.281578 0.01349200 0.01349200 0.00666530 0.00000000 1.12080000 1.12080000 0.54912000 -0.00083160 0.01349200 0.01349200 0.01349200 0.00666530 0.00694350 0.00000000 0.00000000 -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 0.000 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 6.488902 9.360529 12.526136 6.241686 2.892527 9.498294 10.951429 1.307545 8.478929 5.281576 5.466001 4.709671 10.376808 4.748145 9.429476 7.316594 1.822159 7.122270 9.619807 15.212207 7.525357 12.028672 5.992070 7.797134 5.883921 11.195446 2.670138 2.085187 7.857770 10.008508 10.584694 4.228141 8.356643 8.062460 10.292195 8.000064 NA 9.114928 4.566310 3.806922 7.759961 9.545056 10.255105 1.261531 13.015507 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 9.189342 13.432202 9.530195 5.984033 9.795413 15.676956 8.031599 9.947818 12.116192 10.533641 10.909874 8.841181 13.119005 5.840068 8.707232 NA NA 9.088933 6.560914 10.232233 10.05192617 11.69143135 11.22920125 1.08515268 9.84783926 13.02769488 11.20044084 10.43538294 10.18846818 6.63976902 5.66009005 9.95091365 10.22601016 3.14407901 7.12957462 8.91066911 6.08518031 10.14091475 6.15127029 10.59528518 9.03646514 15.61158792 7.60612609 6.86216124 11.13434828 9.80627958 9.27911629 11.32378414 10.31399902 7.64996531 7.10754769 10.56023824 9.16377595 15.30959665 8.21933263 10.12683957 1.30754510 7.40587582 8.37212329 0.08515268 9.45514122 9.99707163 9.16910298 5.98403331 6.79023640 NA 12.02928236 6.12957359 10.13094001 10.70570573 10.02720604 -1.49980982 11.45713849 8.69127697 9.38972189 1.08515268 10.61786101 12.20336443 9.90642285 10.71575089 12.11619228 10.53364092 10.14767633 9.54119247 7.25176169 10.01584375 10.90987396 10.64519466 7.37980115 12.94820508 3.50021568 6.61396033 5.84006789 6.95554530 11.80528210 10.23831015 10.83057462 9.99856843 10.71241024 10.28239706 2.20066128 -1.49980982 -1.49980982 7.62470116 9.98239556 9.86544671 1.08515268 8.76466064 11.23302127 6.66512412 8.94936655 TCGA-F9-A4JJ 35 1 325 NA kidney stage iii t3a nx mx female 2012 NA no NA kidney papillary renal cell carcinoma NA NA black or african american NA 3 6 1 3 5 3 5 3 3 2 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 8.669932e-07 3.467973e-07 28.5714285714286 20 8.57142857142857 28.5714285714286 14.2857142857143 8.45274491 7.38464044 11.17323802 11.15222500 11.03874660 6.62128413 7.48920011 1.33588338 10.67573126 11.23735159 9.89277047 6.57619559 9.32001480 8.27839602 8.83093694 7.89659639 9.61386606 0.01392671 13.59197201 3.26187678 1.33588338 6.33588159 12.37880329 10.18137132 11.17980231 10.18887884 9.40734362 9.61200575 8.61572416 10.76800555 8.35602801 10.64921782 12.03423869 10.21055531 11.60570928 13.48340424 6.44473994 -0.0088526 -0.0089670 0.0223040 -0.7509800 0.0068044 0.0151680 0.0094491 -0.7251700 -0.0088526 -0.0088526 -0.0109220 0.0223040 -0.7231400 -0.1340600 -0.7509800 0.0125160 0.0253900 0.0270760 0.0172640 0.0119580 0.0119580 -0.7315200 -0.7315200 -0.5556700 0.0329860 -0.0102320 -0.6773900 -1.2929000 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 -0.730 -0.730 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 -0.730 -0.730 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 8.2234066 12.8877818 11.3532465 4.4062713 3.1014148 9.4113070 10.8265316 5.0583468 9.2270575 5.5531116 5.1637000 NA 10.6012995 3.5989130 10.5804830 6.9069507 -0.9859304 7.4148324 9.0125435 9.4713340 9.4866440 12.4105580 8.6212834 8.2306992 6.0251794 12.1919955 -0.9859304 -0.9859304 8.3824598 9.1750852 11.0911027 2.5989130 8.4672236 8.0139529 10.2807397 7.6138661 NA 10.3791821 -0.9859304 5.6578086 8.3538032 10.7059322 11.0171197 3.2671912 11.6137684 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 10.2589115 13.3986021 5.7143939 6.6863787 7.4105582 13.5919720 10.0685576 8.2234066 12.7356932 8.7705096 9.8301369 8.6157242 12.2093254 6.1328935 6.7418741 1.0139267 -0.9859304 12.0776853 6.6934340 9.9216025 10.03284884 10.99230619 11.05150017 NA 7.89964936 12.09527019 10.08004242 11.36792703 10.77716554 7.02518054 5.92084350 9.95646764 10.69738646 7.53347146 8.19137265 8.80836896 6.39765752 10.05971286 -0.98593042 10.82211294 9.32456604 14.12736981 7.92684272 3.92084588 10.64330985 9.47543270 9.46825258 10.89888688 9.68372417 7.74866249 8.34934360 10.99659035 8.47049253 12.91679933 8.54883963 10.51180502 NA 8.19729092 7.82452475 4.01395350 8.55698496 9.81404422 8.59891563 6.68637866 3.18388346 NA 11.43969362 7.83413222 8.03632090 11.61804305 9.98333967 -0.98593042 10.77217640 9.53063809 10.76088732 -0.98593042 10.15924847 11.43890675 6.33588159 9.82130810 12.73569324 8.77050962 9.30051089 8.94764395 6.14323626 9.33668128 9.83013694 10.70613275 7.62128340 12.50818377 3.10141476 4.56854292 6.13289348 5.08004362 12.12590390 9.99337844 11.25355171 10.60641021 10.02518041 11.66657411 4.22340710 NA 2.59891302 6.77557078 8.15043173 8.36268116 0.01392671 7.79531305 11.74866282 6.00263727 7.58000751 TCGA-F9-A7Q0 37 0 NA 398 kidney stage i t1b nx m0 female 2013 NA NA 80 kidney papillary renal cell carcinoma NA NA asian not hispanic or latino 4 6 1 3 5 3 4 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 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3.467973e-07 1.733986e-07 6.25 31.25 18.75 31.25 12.5 9.236815 5.390269 13.720769 11.719564 10.655021 5.934092 6.581282 NA 10.375527 13.028289 6.629938 4.337154 9.579378 7.848118 8.377172 7.897871 9.457135 NA 12.360772 4.144511 3.015230 12.843166 11.213944 9.869318 13.183979 10.272027 9.192648 10.620708 7.825800 10.880962 8.307550 10.973781 12.267450 9.478753 10.128319 14.355600 9.020951 0.000000 0.019363 0.209010 0.184950 0.203050 0.214370 0.153670 -0.739180 0.031436 0.019363 0.019363 0.196190 -0.672330 0.227150 0.184950 -0.690610 -0.690610 -0.692420 0.190460 0.181470 0.167770 -0.707200 -0.707200 -0.711760 0.174370 0.037757 0.124610 -0.748120 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 0.114 0.114 -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 0.114 0.114 -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 7.0705106 11.9363255 11.3012085 4.0596235 4.3371545 9.8846063 11.8067983 7.9459658 8.2173524 4.0596235 6.2149000 -0.9847879 10.4301990 4.9221170 10.5431941 6.3940871 1.0152121 5.7156683 8.6280970 8.4498568 9.8708756 11.7951529 8.1573353 9.3506188 7.1079860 10.4027073 4.6001924 2.0152121 7.8607183 9.9788470 11.8792210 1.3371402 9.0250570 7.0973769 11.2136734 7.2913531 NA 8.4456808 3.1851529 5.1649753 7.6876535 10.4611434 10.3184383 4.2297417 12.8494041 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 9.1763602 13.3185811 8.7431487 6.0920446 5.7294739 12.3607722 8.9953681 7.7734518 12.7026041 10.5050763 7.8031308 7.8258003 11.8471294 7.2246818 7.3902679 -0.9847879 NA 8.5964291 7.7998631 8.5171253 10.93446416 10.88520774 12.21765835 -0.98478791 9.82740575 12.16893873 10.12440607 10.08266281 10.98892578 4.14451142 6.53092753 9.73376123 11.15382015 4.40754310 8.40324556 9.64093719 5.64458601 10.43571505 3.82258740 10.20505290 9.20258056 14.31175032 5.65908541 6.82258358 11.14772809 10.40432189 10.16370502 10.58508404 9.42673942 8.60581543 4.18515295 10.80679827 9.51986856 12.52895599 8.16456909 10.32185979 NA 7.16029399 7.20010411 1.01521209 9.24764939 9.24164048 8.59076780 6.09204460 2.47466966 0.01521209 11.09970463 NA 7.55438701 11.99358135 9.97884700 NA 10.61978163 8.42249625 9.35507839 0.60017459 10.50908387 12.36713383 12.84316646 10.55244682 12.70260407 10.50507633 10.77178475 7.65547348 5.87321031 10.22323103 7.80313079 9.44358863 6.74993779 13.04028141 2.92212171 4.74314870 7.22468185 3.53878645 11.69074445 9.86697750 11.28523164 10.50858355 9.31558095 10.50858355 NA 0.60017459 NA 8.82406390 10.37579024 7.80964403 3.71566278 8.08400685 11.48588726 7.47055557 7.72258761 TCGA-F9-A7VF 75 0 NA 73 kidney stage i t1a nx m0 female 2013 NA NA NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 2 4 2 2 2 2 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.595268e-06 6.589149e-07 4.54545454545455 25.7575757575758 18.1818181818182 31.8181818181818 19.6969696969697 8.4908689 5.1027631 13.8318655 11.8508196 10.4210068 5.7359824 8.0426427 NA 9.6160481 13.1018433 11.2307843 10.4710474 7.7216734 8.1640109 6.3949445 7.3082325 9.0076900 0.4881036 12.6174979 NA 4.1319104 12.4384275 10.1099043 11.7932606 11.2408526 9.2611930 8.7918346 8.7711421 6.4538385 9.8400973 8.2295206 9.8489010 11.8217683 11.2299421 10.9607447 13.3760360 8.4022894 0.02034300 0.02034300 0.82196000 -0.00828720 0.82206000 0.82784000 0.76504000 -0.00816240 0.02034300 0.02034300 0.02034300 0.80092000 0.01293400 0.00952290 -0.00828720 -0.00595220 -0.01917700 0.00041593 -0.00415460 -0.00484610 -0.00484610 0.00374650 -0.01147300 -0.02131700 0.76273000 -0.06088300 -0.06088300 -0.05980700 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 5.0426443 12.4130519 11.8461555 5.3949428 3.8099803 9.2776526 12.0718418 5.1027631 7.9268457 3.5755181 6.3949445 3.7359770 8.9998461 3.6579829 9.5808110 6.8651777 -0.5118964 4.8803721 9.0017814 17.1708664 9.9330687 11.4371510 6.7072224 9.3584185 7.7407192 5.4422502 5.0116164 9.1301056 9.3737502 7.5379025 12.7631599 -0.5118964 6.0579094 8.6378011 11.0121057 4.9799064 -0.5118964 8.8695969 7.1027641 4.8803721 8.2857152 9.7670375 10.6024469 5.2644201 11.0715222 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 8.697507 13.818551 8.102764 4.880372 7.818971 12.617498 9.800937 7.382871 11.712056 9.478158 6.687726 6.453839 11.884391 5.394943 7.647925 3.488052 NA 8.731228 6.800937 8.899416 8.2921849 11.6920135 10.9923763 -0.5118964 7.3706970 10.9849077 8.8234443 10.6485556 8.7477972 6.9143182 4.8803721 10.2412706 7.0272127 4.8803721 7.4653338 9.7734561 3.3949394 7.7688248 6.8009374 9.4710474 10.3874108 14.1724737 4.6173396 7.2362467 10.7168725 9.5741901 9.3522399 10.5900295 8.4964823 9.4767385 3.4880522 10.3994458 9.9058853 14.6174576 8.3781357 9.3889207 NA 7.0654829 5.6975070 NA 5.2954071 9.0502963 8.8032035 4.8803721 2.2953998 NA 10.8317948 1.4880522 8.8739162 12.1162715 10.0272127 1.4880522 10.1988602 7.3272580 8.9819092 0.4881036 9.0579094 10.6231218 12.4384275 9.6704482 11.7120555 9.4781578 11.4400670 5.3949428 7.5104216 10.1993078 6.6877256 8.4795758 1.4880522 13.8858621 1.4880522 1.0729976 5.3949428 2.2953998 12.7479442 10.9016818 10.3858993 10.7041934 8.8234443 10.4852333 3.1884959 NA -0.5118964 10.1076594 11.7480177 7.2759569 0.4881036 8.6250451 10.6479252 6.5648689 7.7734557 TCGA-F9-A8NY 38 0 NA 36 kidney stage iv t4 n1 m1 female 2013 NA NA NA kidney papillary renal cell carcinoma NA NA asian not hispanic or latino 3 6 2 3 5 3 4 3 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 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.005712e-06 4.508365e-07 27.906976744186 23.2558139534884 11.6279069767442 25.5813953488372 11.6279069767442 8.607966 4.055872 14.048747 11.024146 10.623259 6.377797 8.379667 1.653748 10.777152 12.600676 10.698554 8.971829 10.371446 7.933878 8.943130 8.976986 9.630232 -1.153607 12.371936 1.431356 1.168321 9.416271 11.819592 11.110858 12.321642 9.492974 8.470296 9.511751 7.893539 11.348501 9.457440 10.188490 11.489369 9.812199 11.301742 13.538050 6.474970 0.6238500 0.6238500 -0.0150780 -0.0161270 0.6882800 0.6879100 0.6873500 0.0235420 0.6238500 0.6238500 0.6238500 -0.0080485 -0.0143900 -0.0041787 -0.0161270 -0.0148030 -0.0167010 -0.0097330 0.6795300 -0.0132580 -0.0132580 -0.0148030 -0.0148030 -0.0027948 0.7000400 0.0133280 0.0133280 -1.2929000 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 7.1085098 10.8959234 11.9606455 3.8006100 3.4313823 9.1373096 10.4024421 3.3699829 8.0752336 5.0163403 6.8351005 -1.1536070 10.5692483 4.8006100 10.1570279 7.3136540 0.8463930 5.3221481 8.8520397 10.8286958 9.2642676 12.1879340 8.7321114 9.7830531 6.7712280 11.9385116 0.4313555 -1.1536070 8.3660516 9.0631610 11.0959227 -0.1536070 5.5188404 8.8701696 10.3372660 5.6408320 -1.1536070 10.3571793 4.8236933 5.4010024 7.4574400 9.7147825 10.4038789 1.9490866 11.5648324 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 9.2526203 13.4452237 8.7121483 5.5743347 5.5188404 12.3719360 8.8020649 7.8236952 12.9222285 9.3640845 10.5228131 7.8935388 12.4866601 6.6919054 9.5276535 0.4313555 -0.1536070 11.6019287 7.0012337 9.1190916 10.4780470 11.2732040 11.1649579 0.8463930 8.3797448 11.9067733 10.3078945 11.2608361 9.7336358 6.0062868 5.1862668 8.7198594 9.1683432 6.1501961 8.6228480 9.0740312 8.0848201 8.9692432 NA 10.9037300 9.8921748 15.4371045 3.8908066 4.0558724 10.8361644 9.6424548 9.4848511 10.7637873 9.6179045 6.8121991 6.4388717 11.0707184 9.3874634 12.7136939 7.3741657 10.4010040 NA 7.1693799 7.7351586 NA 8.5028402 9.8625270 9.0367338 5.5743347 2.0163537 0.4313555 12.1325397 7.5811245 9.2747753 10.7793680 10.0269460 NA 10.6191421 8.5135267 10.1728446 2.0163537 10.1161262 11.8311896 9.4162708 9.8165210 12.9222285 9.3640845 10.1479113 8.0558686 6.3699777 8.9870914 10.5228131 10.3714465 4.5468574 13.3173917 4.5743377 4.4313756 6.6919054 4.1318199 12.6051589 11.3802315 11.3216419 10.2440898 9.6351335 10.6371709 NA NA NA 7.5169654 10.5285670 8.5188404 -1.1536070 8.4143711 11.8327905 5.6146009 7.0113223 TCGA-F9-A97G 79 0 NA 13 kidney stage iii t3 n0 m0 male 2013 NA NA NA kidney papillary renal cell carcinoma 15 1970 asian not hispanic or latino 1 1 1 3 3 1 6 1 1 2 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.456549e-06 4.161568e-07 12.962962962963 22.2222222222222 18.5185185185185 29.6296296296296 16.6666666666667 9.2383023 6.0513786 14.6644003 10.5029201 10.8144367 7.7082569 9.0793944 NA 10.7944633 11.1548768 11.6049445 9.3362881 9.1365772 9.9251924 8.7399325 8.0344490 9.5807837 -1.1775554 11.5234337 0.4075159 3.4075295 9.7196496 11.4582038 10.8119550 12.5048968 10.1433610 9.7731165 8.7128248 8.7488567 9.6983098 9.3848030 10.5453680 11.3721046 10.9238797 10.0758171 13.5875358 7.9226183 0.00353800 0.00097064 -0.00013862 0.49666000 -0.00401620 -0.00401620 0.00014819 0.00319100 0.00353800 0.00097064 0.00097064 -0.00013862 -0.51404000 -0.00249380 0.49666000 -0.00664320 -0.00664320 -0.00644330 0.00027728 -0.49694000 -0.49694000 0.00708260 0.00416320 0.00346870 -0.52072000 -0.00110870 -0.00110870 0.00805670 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 7.4807716 12.0715258 11.6592027 4.9924875 2.7294440 9.6801995 10.1690743 3.3461201 8.9773787 4.0704838 7.6071957 2.1445033 10.4536785 5.2488270 9.7584623 6.9630833 10.3848030 5.0123854 9.6882939 13.9315896 8.0561803 12.4789854 7.3694551 9.1866952 5.8559847 7.5841117 -1.1775554 10.5475006 9.2840400 9.7672726 11.0307949 0.8225262 6.7113035 8.9271593 9.4976355 6.7825619 -1.1775554 9.3626886 6.6491096 2.8225670 8.5368059 9.9579364 10.7139645 2.9567815 11.7545648 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 9.500280 12.246333 10.761772 5.281991 8.829588 11.523434 9.365592 8.471817 13.780479 10.754406 9.834487 8.748857 13.144770 4.466418 7.869685 NA -1.177555 7.498517 6.550481 8.460381 10.7009947 11.3983361 11.2258389 1.4075159 9.9225658 11.8176210 10.4878965 11.0621590 9.1635234 3.9924875 5.5774470 9.5402369 9.1801125 6.2580232 7.9773784 9.1921579 4.8886507 8.6491088 4.0704838 10.9251924 9.3876626 16.2024888 5.9621117 5.9415007 10.1812118 9.4084620 8.9949881 10.4609964 9.8785207 7.9492653 6.0024685 11.1405383 9.3387039 13.2801338 6.4545378 10.2644672 -1.1775554 7.6933260 8.0681135 0.4075159 9.0307948 10.5059938 11.4929822 5.2819912 8.0513792 NA 11.3733073 2.2819949 12.6808330 11.1959695 10.2691269 0.4075159 10.5640275 9.1114265 9.6805415 4.5229973 10.0173173 13.5813042 9.7196496 9.5606529 13.7804788 10.7544061 10.1845043 8.3733072 8.5841117 9.0167387 9.8344865 10.2809671 4.4664183 13.1201933 3.2148708 5.8993763 4.4664183 4.6805438 12.7989456 11.5162653 11.0203915 9.9172981 10.0716739 9.1701820 1.4075159 5.7998411 -1.1775554 8.3501547 12.1647672 8.5212651 -0.1773922 9.8737695 11.2035626 6.3771498 8.3655924 TCGA-G7-6789 53 1 122 NA kidney stage iv t3a n2 mx female 2004 NA NA 0 kidney papillary renal cell carcinoma NA NA white not hispanic or latino 4 6 1 3 5 3 5 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3.467973e-07 2.080784e-07 18.75 18.75 12.5 37.5 12.5 9.166597 3.221537 14.765030 10.895190 10.620186 6.917142 7.915955 NA 10.541109 13.070158 10.349922 8.461186 9.019901 10.251603 8.924386 7.887798 9.683104 -1.301870 13.476256 -1.301870 5.425892 9.683104 11.425626 12.952485 12.710423 9.984531 8.655076 8.991445 8.262123 10.688432 8.394941 10.102583 11.919107 9.993742 9.805844 13.866332 6.083318 0.46838 0.46838 -0.33671 0.11213 0.51594 0.51594 1.35190 -0.31961 0.46838 0.46838 0.47358 -0.33179 0.20396 0.11213 0.11213 -0.34710 -0.35019 -0.32797 -0.33456 -0.33756 -0.33756 -0.33133 -0.33133 -0.32205 0.54294 -0.29780 -0.29780 -0.29910 -0.335 -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 5.0378215 10.6063661 11.6220437 6.7907303 1.6979517 9.1233048 9.3579694 4.5806159 9.4284435 4.3126797 3.8678965 4.5053257 9.4711127 5.2525633 10.4117895 6.5627782 NA 5.6168370 8.1305155 10.3510872 7.4495176 11.7270881 6.2678298 9.7920512 7.0988532 10.5454224 NA NA 8.2097263 9.2136734 11.1918289 3.9833767 9.0544255 8.6448798 10.1691406 6.5683377 NA 9.2506426 5.0902903 3.7423728 9.1888245 10.2105461 9.6205578 -0.3020483 10.3927231 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 9.332784 14.915041 8.022154 4.019898 8.336409 13.476256 7.761368 8.923181 13.878854 10.191329 13.183740 8.262123 12.887875 6.055525 10.460356 -1.301870 NA 9.476051 7.637553 10.450137 10.0681159 11.3781132 10.7186063 1.0199154 8.5882379 12.2836402 11.0344800 11.3697357 9.4224874 2.1573995 4.8272550 11.1895761 13.3852945 5.1898285 7.9267923 8.2156427 4.6287094 8.9565394 NA 10.3914605 9.2668795 14.9836827 3.5053320 7.3668581 11.4167204 9.9122925 8.5450309 11.2836403 8.7355205 9.6470705 7.5245221 11.6689781 8.8778451 13.8477206 8.4280021 10.2683036 NA 6.4687364 7.8117157 6.4727607 8.7203414 9.4932014 8.6880775 4.0198976 2.2829438 -1.3018704 12.0873359 NA 11.2094791 11.3113025 9.4343753 0.6979517 10.7643991 8.3897169 10.3739305 2.3984051 10.1450567 10.7344906 9.6831039 9.5284887 13.8788539 10.1913286 9.8259678 8.3255074 7.2563946 8.7474002 13.1837399 10.6220437 2.6048542 13.1551619 3.7423728 6.6521695 6.0555254 5.7640621 13.1076959 9.8233870 9.9897198 9.8038820 10.0383799 10.4070573 -1.3018704 NA 8.5213405 7.3450716 10.4004795 8.7035980 NA 8.3200252 11.5950626 4.9833767 6.4988731 TCGA-G7-6790 57 0 NA 1575 kidney stage i t1a nx mx male 2007 NA NA 100 kidney papillary renal cell carcinoma NA NA white not hispanic or latino 3 4 3 4 3 2 5 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 1.28315e-06 4.161568e-07 7.69230769230769 15.3846153846154 25 21.1538461538462 30.7692307692308 8.8654088 9.4337763 14.5828151 11.5978223 10.9079745 7.0861288 7.8510819 3.5764012 10.7803768 13.3804544 11.6331390 9.7433919 8.9416577 10.5229162 8.3377914 7.7541252 9.5857188 -0.7811568 13.2885936 0.8038057 3.2632448 11.3620739 12.0366672 12.1159393 12.2957492 10.4461652 9.9425111 9.2522732 8.4209741 10.3168822 8.8618044 11.0455972 11.8280289 10.7946258 11.1867969 13.3563217 5.0542711 0.66087000 0.65792000 0.69055000 -0.00415460 0.70176000 0.70176000 1.37480000 0.00000000 0.66087000 0.65792000 0.65792000 0.69969000 -0.01262000 -0.00415460 -0.00415460 -0.00802440 -0.00802440 0.00097064 -0.00655720 -0.00304750 -0.00304750 -0.00373950 -0.00373950 -0.00055444 0.70776000 0.00069327 0.00069327 -0.00498440 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 5.7810921 10.5237718 12.4055061 5.3583998 2.2188432 9.7108285 11.1907529 -0.1961117 8.1197167 1.5407712 5.5764012 2.6782748 9.8137998 3.2632448 9.0124536 6.4345765 -0.1961117 5.4572561 9.4649970 17.0216246 7.5019383 11.9248065 4.7734373 8.7943895 4.9737398 9.9670431 0.2188432 12.3132578 8.7186959 8.7384865 11.1236729 2.6111724 5.5851729 7.4136068 10.2199064 4.7887066 4.8335581 10.1343561 7.9071004 3.4492048 7.4903134 8.6497103 10.7468158 1.8615584 12.5529914 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 9.1961300 13.4188292 11.9794661 5.2188509 8.7512059 13.2885936 7.7404507 9.4313465 12.0376320 10.4270845 8.6905253 8.4209741 13.1641111 5.2188509 8.5419051 NA -0.7811568 7.7266446 7.3837570 10.1239249 10.4249487 11.3884620 11.2488275 2.6782748 9.2686987 12.6093550 10.9558862 10.8134080 9.5769519 6.0197508 4.7424105 9.8113073 9.7497441 4.7266460 7.9837216 8.4270844 4.1257420 10.0245941 7.4037253 10.3458772 8.4844652 14.3835411 4.8482073 6.1136672 11.1604480 9.3799820 10.2929916 10.9983643 9.7389777 8.9703941 3.3481333 11.8330999 9.6550412 15.1777653 6.0035505 10.2594824 NA 7.5782919 7.0358339 NA 9.2883000 9.6324780 10.0517401 5.2188509 6.1257399 -0.7811568 10.5339997 NA 10.9893076 10.7846663 9.7972228 -0.7811568 10.9145135 8.5030959 8.8983302 5.3273748 10.4365050 12.8229400 11.3620739 9.9369549 12.0376320 10.4270845 10.2598247 9.3221379 6.7186959 8.6970534 8.6905253 10.7860932 4.3686007 13.1208955 2.1257503 5.7266460 5.2188509 5.7810921 11.5675783 11.0132660 11.4024855 9.7394688 10.1694061 9.8454719 0.5408208 7.2244745 NA 7.4486540 10.4818611 9.3679622 3.3481333 8.9105936 11.2022001 6.2849397 5.3987608 TCGA-G7-6792 40 0 NA 2765 kidney stage i t1b nx mx male 2007 NA no 90 kidney papillary renal cell carcinoma 21 NA black or african american not hispanic or latino 1 3 2 2 4 2 6 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3.81477e-07 3.121176e-07 5 25 30 30 10 8.8567237 9.4886937 13.7852175 10.8165771 11.6411070 7.6184457 9.1992932 0.5713370 10.6977035 13.0758923 11.0276760 8.7856408 8.2115666 10.9452742 8.5853419 7.6238895 9.7995390 NA 14.4927674 0.1562672 3.1562833 10.5741366 12.6190863 11.5289678 12.0813440 10.8189525 9.6680367 9.5874334 8.8682376 10.5334946 9.5435835 10.7608374 12.0794878 11.0046462 10.1841901 12.5202363 7.1472772 -0.76415000 0.01983100 0.00069327 -0.00025009 -0.00249380 -0.00249380 -0.00387790 0.00000000 -0.78024000 0.01983100 0.02048300 -0.00027724 -0.00105760 0.00208050 -0.00025009 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5.7807746 9.7280368 12.1093892 4.9636406 3.2151816 9.3360854 11.1058677 0.1562672 8.9409190 5.9022376 3.9975905 6.2648085 10.3938605 3.9288725 9.0561445 7.4377662 3.1562833 6.3127886 9.5013197 15.3765907 7.1335635 12.0524903 6.1637785 8.2958355 6.6266041 12.1774954 0.1562672 1.8932457 7.3228655 9.3278780 10.4676539 0.5713370 8.5600064 8.1373754 9.9392823 5.4293013 NA 9.1590991 4.7412458 3.1203685 6.9636394 9.1001567 10.2174302 0.9104257 13.0047994 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 9.3395060 13.2053952 12.3980687 5.4042117 9.2446307 14.4927674 9.3970754 9.8433680 12.5921280 10.8541204 9.4355078 8.8682376 13.1592749 3.7412512 9.0899748 -1.4285659 -0.4287601 9.8503517 6.6746089 9.9657199 10.3207720 11.6816418 12.7401504 10.2156286 9.6252475 13.2301467 11.3405396 10.8690976 10.5258814 5.8192492 5.8097257 9.9631021 10.5553839 5.4980338 5.9550268 8.5356626 4.9975860 9.6999604 7.0591616 10.8298876 9.0184050 15.5486127 3.5713249 2.8192390 11.6419457 9.8647933 9.1693741 11.1114496 9.9299728 8.1506374 4.7611470 9.4524356 8.7337129 15.3700212 6.9905658 9.2178804 NA 7.9057961 7.2006780 -1.4285659 9.7115123 10.1883298 9.7044638 5.4042117 5.6266027 NA 12.2963683 1.1562672 10.6607720 10.8969082 10.3428111 -1.4285659 11.6690246 8.1506374 8.6680368 1.5713370 10.6785387 12.3872052 10.5741366 10.4744502 12.5921280 10.8541204 10.3190950 9.9759309 7.6534707 10.0582974 9.4355078 10.8488996 2.6587827 13.3366595 -1.4285659 5.8751018 3.7412512 5.3657380 12.1742524 10.2739272 10.3144730 9.7443741 10.9609529 10.4191619 -0.4287601 3.8567268 NA 7.8278133 10.0001423 9.7586736 -1.4285659 8.8156856 10.7131095 7.2006780 10.3030649 TCGA-G7-6793 60 1 336 NA kidney stage iv t3a n2 mx female 2007 NA NA 50 kidney papillary renal cell carcinoma 30 1965 white not hispanic or latino 2 6 3 3 5 3 5 3 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9.363527e-07 2.774378e-07 2.85714285714286 17.1428571428571 22.8571428571429 48.5714285714286 8.57142857142857 8.82313346 7.06085046 15.68677364 11.43214286 10.73719596 7.80881877 7.67054225 0.67545465 10.28275010 12.78772896 10.45053618 9.00184924 10.04174196 8.83023789 9.66637457 8.11504313 9.50767692 -0.06160128 14.05977185 0.67545465 4.16084760 9.80676226 11.17602869 11.31349365 12.32727873 9.31638766 8.82313346 8.25586703 9.21069521 11.22847306 8.50450837 10.62757857 11.96854653 9.43297652 9.24906698 13.81921751 6.94770472 0.0078526 0.0018771 1.8245000 0.0016766 0.0201370 0.5673000 0.8091900 -0.0720690 0.0018771 0.0018771 -0.0010347 0.0021546 0.0130090 -0.5821000 0.0016766 -0.5997800 -0.5910300 -0.5724400 -0.0136040 -0.5796400 -0.5796400 -0.5752100 -0.5822000 0.0028486 -0.5875000 -0.0206130 -0.0206130 -0.6047200 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 0.528 -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 0.528 -0.572 -0.572 -0.104 -0.104 5.69334198 9.04958993 12.31692969 4.96820137 1.16085567 9.00962150 9.74312311 4.69334198 9.29527303 4.56294452 4.89264845 -1.64656378 10.08650700 5.36471950 10.37308243 6.53906108 0.93847400 6.08820097 6.79228404 11.57879704 8.18004042 12.15459375 7.73070244 9.03911645 5.78811927 11.43613971 -0.06160128 -1.64656378 6.72417957 9.73935415 11.07715265 6.21767858 6.49815032 8.27384454 9.34288626 7.10168474 5.44095552 9.58531280 5.62961599 4.16084760 8.63077894 9.61262877 10.09874588 1.52982095 10.93061834 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 10.0642982 14.1787735 6.1083802 4.5234177 9.3055048 14.0597718 8.8433398 9.6922281 12.6338275 10.4369710 12.2060212 9.2106952 13.7197798 6.3647195 7.4567799 0.3534362 -1.6465638 10.3120444 6.7328702 10.9024797 11.0040947 11.1558061 11.7271725 1.1608557 9.4704854 11.9889831 11.1200206 10.8686987 9.4704854 1.3534927 3.3076908 10.8167606 10.8505950 7.4587454 7.5383667 8.8322612 6.0399916 9.9389237 NA 10.5358861 8.2407122 15.1559323 6.3076872 7.6526994 11.4082656 9.9332790 8.2346057 10.7705531 9.8083051 7.8553289 9.1225029 10.4776130 8.7860337 12.3870007 6.2725346 9.8701767 -1.6465638 6.3401296 7.9309206 5.9682014 9.5574514 9.2641343 8.2361348 4.5234177 5.1863817 NA 12.1043033 7.4195810 8.3149412 11.2452754 9.2238564 1.5234114 9.8583107 8.8790125 10.2783043 2.6014113 9.6686413 11.9828483 9.8067623 9.5847128 12.6338275 10.4369710 9.9814815 9.0915840 5.2238550 9.0598409 12.2060212 10.6301977 1.5234114 13.0001629 4.5234177 7.1348514 6.3647195 6.2783045 12.3390668 10.3838140 10.0013997 10.2645091 10.5732653 11.0498072 -1.6465638 0.6754546 -1.6465638 7.4876359 7.6607383 8.9375148 3.4409522 6.4303070 11.2916010 5.9384552 9.2596308 TCGA-G7-6795 56 0 NA 1194 kidney stage i t1a n0 mx male 2008 NA NA 90 kidney papillary renal cell carcinoma 20 1970 white not hispanic or latino 2 4 1 3 2 2 4 3 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.560588e-06 6.935946e-07 3.03030303030303 21.2121212121212 15.1515151515152 53.030303030303 7.57575757575758 8.3638864 2.2717245 14.0158390 12.2108061 10.1255460 4.6867526 7.1732544 NA 9.7302371 14.0718975 12.0068025 10.4015720 8.8533358 11.6611687 6.4681141 7.8091507 10.4360649 NA 13.2304305 0.1017845 3.0086841 13.8374006 11.0614314 10.4004270 11.6685592 10.0559880 8.8074242 9.1732541 5.0790708 9.4768310 7.7201772 9.8616798 11.6942487 10.7197182 11.0643262 13.8577745 8.6376501 0.61089000 0.59951000 -0.00547940 -0.00907060 1.26740000 1.26740000 1.25680000 0.00000000 0.61089000 0.59951000 0.59951000 -0.00547940 0.63598000 -0.00907060 -0.00907060 -0.01348200 -0.01348200 0.00283290 -0.00520280 -0.00035755 -0.00035755 -0.01031200 0.00089028 0.00867210 0.01145900 -0.04544200 -0.00750530 0.00539200 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 5.2717170 11.1732540 11.9350771 8.1213822 4.6253523 9.3819013 10.7865403 2.9091394 7.7671277 5.0790708 7.0146811 3.9091490 8.8220529 4.1892553 9.3413903 5.8108055 NA 6.2207324 7.9752358 17.3809354 9.7751008 10.6066106 6.2515392 7.8432584 7.7054181 8.7275005 2.1017845 9.4427544 8.3014642 9.9511967 11.7889486 0.1017845 7.2866668 9.0295697 11.1759331 4.3497191 0.1017845 8.6095862 7.2717170 4.9597748 8.1130191 8.2068884 10.1719126 5.8466262 12.7749328 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 6.8499843 13.1425951 11.6241280 4.0559852 8.1759332 13.2304305 7.4101308 7.9346816 10.6549409 9.6867542 8.7054181 5.0790708 12.5020040 6.1678817 9.0790716 0.6867918 0.6867918 8.4527309 6.9219706 7.6305191 8.7220114 12.1212086 12.1739242 2.4237126 7.9752358 10.9981241 10.4576933 9.9051156 9.1475514 7.8160371 6.9721561 10.4811701 7.9504148 4.6253523 8.5196441 8.5509403 5.3497191 9.0310500 8.0325290 9.7546367 9.3685783 14.6815201 2.8022346 4.5612223 11.4713890 9.7546367 9.3697487 9.8254525 8.9613264 7.0325285 4.4941083 10.8860175 9.2396281 14.4435884 5.8505219 9.9083413 0.1017845 6.7600027 7.1352147 0.6867918 7.3209603 8.5154195 7.8022314 4.0559852 5.4055738 -0.8980810 10.0840722 2.9091394 9.8774019 12.1461858 10.3514977 NA 11.3318121 7.3209603 8.1296977 0.1017845 9.6233921 11.2888344 13.8374006 9.6534999 10.6549409 9.6867542 9.9155729 5.7165026 5.8699750 10.7389916 8.7054181 8.2259131 0.6867918 13.5646773 3.1017845 1.1017845 6.1678817 2.9091394 11.1296977 9.7742170 9.5642939 10.7711197 9.1885515 11.1444770 -0.8980810 1.9091587 NA 8.7019832 12.0812615 7.0675763 NA 7.5154199 11.1060121 6.3591803 7.0961448 TCGA-G7-6796 58 0 NA 2173 kidney stage i t1a nx mx male 2008 NA no 90 kidney papillary renal cell carcinoma NA NA white not hispanic or latino 1 1 1 3 3 1 1 2 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.352509e-06 4.161568e-07 0 17.3076923076923 23.0769230769231 38.4615384615385 21.1538461538462 8.5832246 4.8673331 13.9536159 11.5619327 10.4678386 5.2234766 8.2868701 1.2234843 10.0154517 12.8695835 11.0428557 9.7980683 8.3319994 10.0705322 6.8455264 8.0531977 9.3540455 NA 12.6165971 0.8084262 5.9099747 12.1222652 11.4764359 9.7838078 12.1358029 9.3820845 8.8959003 8.8619107 6.9029551 9.9999079 7.9883467 10.0227565 11.9760646 10.8923598 10.6674544 13.4595638 8.0220115 0.01600600 0.00152550 0.00000000 0.00332990 0.00000000 0.00000000 0.43648000 0.01488800 0.00152550 0.00152550 0.00152550 0.00000000 -0.01147300 -0.00173990 0.00332990 -0.00069303 -0.00069303 -0.41685000 0.00405360 0.00444110 0.00444110 -0.42189000 -0.42189000 -0.41399000 0.02623300 -0.00705760 0.00917050 0.00610900 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 6.5363576 11.9922795 11.4157676 5.2458417 4.1303626 9.6743870 10.3959023 0.8084262 8.8233876 4.3527585 6.2458436 1.2234843 9.5853967 1.5454248 9.5832244 6.2678691 NA 7.1542126 10.3411179 15.7762490 9.4546960 11.7780637 5.9377210 9.6715911 4.8958988 7.2841708 0.2234225 11.6805992 8.4737731 9.0814557 12.1872741 2.2234843 7.8816860 9.7062827 10.3188719 7.0689653 6.3109381 8.5766215 5.7780640 3.3934025 8.1333678 9.9149567 10.9033947 3.8890938 11.5801304 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 8.7914309 13.4132222 8.3241373 6.3933990 6.8959000 12.6165971 9.1674548 7.8009038 12.4832181 9.7253121 8.9377204 6.9029551 12.0816502 5.6829075 7.0626787 NA -0.7764539 8.5897972 7.0752235 7.5023425 9.6880207 11.0930687 11.8254777 -0.7764539 8.8196647 11.7816564 10.1430830 11.1216983 9.1497707 5.8084365 6.7626332 11.8450689 11.8039690 1.2234843 7.9239145 9.3135873 6.0048339 9.0097444 6.5272549 10.5100326 9.0500233 15.6403383 9.4255986 6.3424161 11.0060636 10.1438277 10.3668581 11.2461894 8.5065631 7.9029551 5.6992074 9.7597221 9.1045888 14.8031738 5.3617964 9.7223241 NA 7.7075724 7.9134729 -0.7764539 7.9479887 9.1438278 8.2841708 6.3933990 2.0308304 NA 10.3234801 0.8084262 10.0720978 12.2248830 9.7876243 -0.7764539 10.7881007 7.9949643 8.5249710 2.3933887 9.9615670 11.1542122 12.1222652 9.1182925 12.4832181 9.7253121 10.9364317 7.3424161 7.9308337 10.0654637 8.9377204 9.5007622 7.7072908 13.6618119 2.6829103 2.2234843 5.6829075 3.1303708 12.6009565 10.6050178 10.7037602 10.8614582 8.7489955 10.8551067 6.9239145 1.5454248 NA 8.7597804 11.5276892 7.1182922 NA 8.1630539 10.4540958 6.4033836 7.7470369 TCGA-G7-6797 46 0 NA 765 kidney stage iii t1a nx mx male 2010 NA NA 90 kidney papillary renal cell carcinoma NA NA white not hispanic or latino 1 5 2 2 2 2 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 1.664627e-06 8.323135e-07 6.94444444444444 9.72222222222222 15.2777777777778 58.3333333333333 9.72222222222222 9.734782 10.513583 13.704394 11.198685 11.554493 7.692066 8.042057 11.109983 10.258461 13.190709 11.704466 9.148476 9.760522 10.007337 8.893219 9.555761 10.536369 NA 12.656462 3.540474 2.402968 9.773657 11.002057 12.238862 12.677115 11.189892 9.636589 9.893219 9.081041 10.534312 9.546608 11.295968 11.739030 9.924962 10.367022 14.060243 7.552717 -0.00221680 -0.00255990 0.00889200 0.00083195 -0.00678130 -0.00678130 0.04866900 -0.89800000 -0.00221680 -0.00255990 0.01153900 0.00889200 -0.00678130 0.00083195 0.00083195 -0.92518000 0.00638710 0.00569190 -0.00241530 0.00000000 0.00000000 0.00555290 0.00555290 0.01894300 0.83157000 0.06823500 0.06823500 -0.91965000 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 4.635633 10.145110 12.287445 5.951406 2.402968 9.513030 12.840097 8.772785 9.117215 6.635630 7.999905 3.835924 10.155899 5.168506 9.773657 7.204542 NA 4.913933 9.141737 12.852943 9.185640 12.056352 7.255967 7.939023 7.029409 10.052585 5.556776 4.081041 7.929664 8.714037 11.174129 1.081067 6.384822 7.515670 11.320938 2.987939 NA 8.993931 4.125436 5.600677 8.290495 8.779572 9.994679 3.618333 12.129004 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 9.16584965 13.18531252 11.31795251 4.29049813 9.74281955 12.65646245 8.14443647 9.49149278 12.07132264 11.38938042 7.75699857 9.08104131 12.75688819 6.45608002 9.31825130 0.08106688 NA 9.79098669 6.96368450 10.59662297 10.31825130 11.98417006 12.00325408 -0.91893312 10.00733736 13.07167721 10.36990744 10.25783791 10.77103934 2.08103278 3.83592407 8.79700325 9.48298760 5.38482346 8.01473188 8.61437121 4.25096915 10.60998382 7.32421566 11.44872914 9.94986391 13.43267082 2.25096157 5.27086528 11.42422708 9.57088942 8.70857525 11.49810274 10.64137424 8.63563034 3.47335832 11.01804728 9.45281800 15.06812771 7.91522808 10.21161189 NA 7.88407464 6.18956564 -0.91893312 10.20192725 9.81744339 8.90115653 4.29049813 4.36644112 -0.91893312 12.65539839 1.08106688 10.56233631 10.81532765 10.08876956 0.66602938 11.72984835 8.30262841 9.04538235 2.25096157 10.40859405 13.07707346 9.77365684 11.55195439 12.07132264 11.38938042 9.95140610 9.79184776 7.22059308 9.09374978 7.75699857 10.92888171 1.66598392 12.73958760 1.66598392 2.40296770 6.45608002 6.74637727 11.14342486 9.73299006 11.06260867 10.29414559 10.57165159 10.85829671 -0.91893312 3.08104983 NA 7.69324649 9.88078438 10.00733736 0.08106688 8.57889306 11.20742321 7.85911853 9.01029983 TCGA-G7-7501 55 1 624 NA kidney stage iii t3a n1 mx female 2011 NA no 20 kidney papillary renal cell carcinoma 17 1978 black or african american not hispanic or latino 1 5 2 2 5 1 2 1 1 2 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 8.669932e-07 3.121176e-07 2.94117647058824 23.5294117647059 17.6470588235294 41.1764705882353 14.7058823529412 9.5657723 6.5292634 15.0419292 10.0667465 11.5676685 7.6700649 8.5268994 3.5396055 11.0915600 11.9957537 11.4007801 9.8334376 10.0250314 9.3861695 10.0469462 7.3351340 10.5315313 -0.5896589 12.2855910 3.4977784 3.9338842 10.0564302 12.3828186 12.3965192 11.6548341 10.2941104 9.3550337 9.9470545 8.6582490 10.4506113 8.9716097 10.1344090 11.3282531 10.3220880 10.3392100 13.6890251 8.2948739 -0.0271240 -0.0362650 0.0144700 0.0063871 0.0384890 0.0384890 0.0169850 -0.8336500 -0.0365380 -0.0362650 -0.0362650 -0.8536800 -0.8423500 0.0063871 0.0063871 0.0066996 0.0167050 -1.2929000 -0.8135100 -0.0377620 -0.0377620 -0.3373300 -0.3373300 0.0195030 0.0342540 0.0094491 0.0094491 -0.8469100 -0.814 -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 -0.196 -0.196 -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 -0.196 -0.196 6.5852480 10.3918888 8.9161332 5.3876004 1.9952674 10.6778837 13.8035109 6.7003398 9.8459919 4.1916811 2.4103140 1.5802420 9.6739546 6.6724169 8.8491136 6.1634041 0.7322258 6.0968227 10.4706798 11.7598959 7.8697530 11.5508319 7.9319218 10.0018439 5.7412378 5.0102338 4.1107641 7.0649572 7.6343232 8.2806863 10.9069258 2.8026482 8.3616065 7.4326897 10.1467236 2.4103140 1.9952674 10.0756575 5.2683034 3.2176805 8.8355376 11.2006192 10.3355051 1.9451207 11.0942790 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 10.236473 13.742008 7.473716 4.110764 8.265190 12.285591 8.843907 8.381865 13.829887 10.666530 9.553067 8.658249 12.837307 6.039678 7.943651 -1.589876 NA 10.918116 7.299065 9.325088 10.360512977 10.970176657 11.113359957 0.995303605 10.196182719 12.193729122 10.149258222 11.382044779 10.563556949 6.544748109 4.243212074 8.512297218 8.190040947 8.374373552 8.272959106 8.666530443 3.964906859 9.958661892 3.110764122 9.698034031 9.046039711 14.876031466 3.268299640 1.217665011 10.412433404 9.579620286 10.371047600 11.305139369 10.144184319 9.260508419 6.117680499 11.646634803 8.861532676 14.322532632 7.189909537 10.692541316 -1.589876022 8.159855699 7.121128366 1.732269200 8.428521812 10.433729391 11.535896506 4.110764122 3.539605512 2.869752986 12.230001756 -0.004768766 13.441979719 11.147357647 10.171872827 1.732269200 11.722637343 9.895647832 10.358323728 2.110764122 10.540570371 12.176954013 10.056430169 9.790241451 13.829886812 10.666530266 10.675350550 8.342536523 8.624640854 9.229614598 9.553066888 11.444604748 1.869752986 13.056880294 2.217665011 3.268299640 6.039677987 4.995285513 11.978634033 10.049662348 11.663725935 9.692830975 11.690512386 9.916133098 1.580241983 3.767877223 2.869752986 8.530002053 11.523225304 9.112494242 0.732225777 9.479099774 11.911287939 6.957215827 8.115953991 TCGA-G7-7502 83 0 NA 786 kidney stage i t1b nx mx male 2011 NA no 90 kidney papillary renal cell carcinoma NA NA white not hispanic or latino 3 4 2 1 4 2 5 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.421869e-06 5.201959e-07 8.7719298245614 29.8245614035088 14.0350877192982 29.8245614035088 17.5438596491228 9.174932 6.759623 13.620006 11.166148 11.022567 6.401392 8.627639 3.669991 11.455878 12.391085 12.304564 7.931478 8.946826 10.519331 9.075455 7.860317 10.346757 -1.615287 13.843343 6.554509 4.724432 10.358281 12.513116 11.474034 12.018828 10.666803 9.199967 9.836310 7.735523 10.173710 8.990989 10.887167 10.941329 10.531789 10.451346 14.673414 7.868137 -0.018490 0.724330 0.020763 0.016565 0.796260 0.796260 0.110150 -0.326230 -0.018490 0.724330 0.724330 0.020763 -0.006505 0.015587 0.016565 -0.404210 -0.396640 0.030286 -0.381450 -0.385080 -0.384590 -0.390350 -0.380670 -0.366010 0.082188 -0.305800 -0.305800 -0.321700 -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 7.9198591 12.0258452 12.0480306 6.0780697 4.4506702 10.3140345 11.5284452 5.8108492 9.3625790 5.5343293 8.7509059 4.5138697 9.7980847 4.3387809 10.0075507 7.5814808 1.3846025 5.5644940 9.3654373 13.6863292 8.0499199 11.5970801 7.5444552 7.9314780 8.4746960 8.7277694 3.6699905 6.7509052 7.9120606 9.7110132 10.9627205 -0.6155081 8.4773410 8.3270981 10.2767470 6.5190103 NA 9.0780707 5.7769015 5.9729982 8.1999672 9.8482306 9.7415858 3.5420351 12.0620314 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 9.0365322 13.6673102 9.3409599 5.7596219 8.0048036 13.8433427 9.0410086 7.9081458 12.1337199 10.4577211 9.5099972 7.7355229 12.4764323 6.7939752 8.8643638 1.3846025 -0.6155081 10.9728298 7.4746964 8.6028685 11.17757732 11.43102565 11.11590270 3.66999051 9.27560797 11.90016034 10.58026347 11.29878196 10.53369250 6.03563491 6.75527083 9.44460413 10.34168571 5.73667252 7.89039501 9.12098560 4.93917485 9.51644070 6.07806966 9.81764740 8.68493618 15.66896502 6.05700830 5.51386653 10.28658190 9.45067289 9.11335462 10.93460894 9.88393127 8.99929341 5.30344834 11.18001461 8.65019874 14.75532219 7.49350003 10.54886216 NA 7.54084407 8.16758173 0.70655265 8.28242915 9.73386492 8.46806315 5.75962192 6.19193765 2.55451518 11.82389518 1.55449062 10.46540121 10.42966073 10.04769706 -0.03047188 10.84887414 8.59037709 9.67748041 3.77690409 10.55043282 11.65677606 10.35828109 9.74213576 12.13371988 10.45772109 10.15689827 7.74213559 7.23945246 9.14738099 9.50999723 10.16389266 5.54445447 12.51892979 2.47204580 2.08501667 6.79397519 5.17900140 12.35855008 10.19836486 10.80822487 9.43511266 10.04502530 9.69406009 1.19194159 -1.61528704 NA 8.10612738 11.35676837 8.50870515 0.96952812 8.21589114 11.83063313 7.06054031 9.08935196 TCGA-G7-A4TM 40 0 NA 768 kidney stage i t1a nx mx male 2011 NA no 90 kidney papillary renal cell carcinoma NA NA black or african american not hispanic or latino 2 3 2 2 2 2 6 3 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7.282743e-07 4.161568e-07 15.1515151515152 24.2424242424242 15.1515151515152 30.3030303030303 15.1515151515152 8.887036 7.298525 13.662611 10.899389 10.996228 6.575703 8.505617 -1.366987 10.505478 13.183033 11.553169 10.188736 9.210617 12.031264 7.973038 7.063641 10.404265 NA 14.798076 2.720651 6.857190 10.625773 11.895401 11.546826 11.298968 10.026579 9.470028 9.937539 7.712673 10.260722 8.971925 10.627895 11.690503 11.053148 10.488446 14.260494 7.510564 0.0178240 0.0178240 -0.0019399 0.0000000 1.7884000 1.7884000 0.8705000 0.0023581 0.0178240 0.0178240 0.0178240 -0.0019399 0.0024969 0.0000000 0.0000000 -0.0053992 -0.0053992 0.0013868 -0.0048461 -0.0041546 -0.0041546 -0.0047079 -0.0047079 -0.0011087 -0.0008316 -0.0838640 -0.0482210 -0.0556660 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 6.059453 9.303844 11.685417 6.661094 3.677587 9.766093 10.960460 1.803103 9.123036 6.478679 5.677582 4.741715 9.882236 5.218150 9.477894 7.023573 1.218161 6.446969 9.589564 14.627233 9.087488 11.545142 6.042579 8.604732 6.688471 10.298968 3.881116 2.803103 7.832860 9.687114 11.207545 3.092613 7.852357 8.815582 10.372547 7.450172 NA 9.087488 6.688471 5.008227 7.840203 9.371111 10.228912 4.684561 12.930469 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 8.7272660 13.9297819 10.9466382 6.2625440 7.1645701 14.7980755 7.9301045 8.6218728 12.4081811 10.4473701 9.8124753 7.7126728 12.5053821 6.8475072 8.9116377 -0.3668013 NA 8.9973229 7.0594526 8.8305646 9.6527790 11.6847371 12.5173587 0.6331987 8.9162766 12.3036232 10.8417274 10.3594064 10.0065972 6.7727395 6.0761315 9.9174340 10.6884706 5.7983979 7.6104683 9.1149877 5.5639269 9.3721248 7.6499962 10.6018550 9.3678978 15.4309257 7.4112652 6.5873845 11.2167411 10.1159962 9.0573544 11.1820102 10.3153050 8.8870357 5.5757026 11.0308628 9.0110494 15.1660464 7.5329683 10.2985242 NA 7.5905227 8.1210284 NA 8.4340882 9.9232071 8.9517312 6.2625440 5.1567485 NA 11.8087378 2.2181612 9.4731793 11.1701639 10.2666376 -0.3668013 11.7472559 8.2219027 9.1449409 1.9551268 9.9685785 11.6145771 10.6257726 9.8565866 12.4081811 10.4473701 10.3742338 8.2913996 6.6775829 9.9187349 9.8124753 10.0179720 6.9819166 12.7307266 1.4405270 3.3336241 6.8475072 4.4405403 12.4405431 10.1973377 10.3909949 9.9306778 10.1018122 10.8099847 3.4911733 0.9550896 NA 8.3865385 11.5483001 8.6638555 1.2181612 8.4911693 11.2195589 6.9685781 7.8715930 TCGA-G7-A8LB 70 0 NA 547 kidney stage iv t2a nx mx male 2013 NA no 100 kidney papillary renal cell carcinoma 46 1958 white not hispanic or latino 2 4 2 2 2 2 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 2.496941e-06 5.895554e-07 11.2359550561798 25.8426966292135 16.8539325842697 31.4606741573034 14.6067415730337 8.502844 5.912719 13.739726 11.512473 10.550980 5.417954 8.555955 NA 9.342228 13.128553 10.710067 10.430199 8.877387 9.440995 7.528379 6.832993 9.148348 0.373509 13.390369 1.695504 2.373565 11.569548 10.813740 11.765341 11.363665 10.991946 8.824772 10.247005 7.017418 9.580575 9.356555 10.795626 11.692668 11.094660 11.006556 12.653171 8.250354 0.01377200 0.01377200 1.01170000 -0.06685700 0.99821000 0.99821000 0.88607000 -0.04121700 0.01377200 0.01377200 -0.03666800 0.98059000 0.02160300 -0.00027724 -0.06685700 0.00000000 0.00000000 -0.03040400 -0.03013100 -0.01752900 -0.03226300 -0.02466100 -0.02466100 -0.04820700 0.91339000 -0.08187100 -0.08187100 0.84593000 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 1.695504 12.420344 10.868916 4.128450 2.695482 9.725273 11.935326 8.219051 8.500265 2.958527 3.621489 NA 9.645421 4.583014 9.096368 6.897202 NA 6.268378 10.042446 15.589644 10.107424 10.506061 7.877387 8.161463 7.121754 4.543484 3.373565 8.417955 8.253144 7.406984 11.874154 2.180912 5.640346 8.960401 11.081783 4.621489 2.373565 8.787189 8.280452 6.757265 7.193740 9.647822 9.628589 6.945768 10.762810 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 8.108270 12.843966 8.135112 2.180912 7.074000 13.390369 9.096368 6.461024 11.998356 9.932938 7.908836 7.017418 11.497682 6.928150 8.141745 1.373565 1.695504 8.679623 7.412480 7.345967 8.1014815 11.8404021 12.0744340 NA 7.9734735 11.2725401 9.9146575 10.2661037 9.8123527 7.5927291 4.1809196 9.5334321 7.0600614 5.3713045 7.4396497 9.3707404 3.9585272 9.2968885 9.0459862 9.4846964 10.4735660 13.9134467 2.5434959 5.4820867 10.2562040 9.9348488 8.9901096 10.8629071 10.1622792 8.9845856 4.1284501 11.5466133 9.2048682 14.3275299 8.4782381 10.4172717 NA 7.6836740 5.8813563 -0.6263796 4.6589655 9.1167123 8.3249622 2.1809117 NA NA 10.9785773 NA 9.0495178 11.7100674 9.8813555 -0.6263796 11.7214590 6.9509897 8.6977415 3.0740087 9.0860879 11.0477531 11.5695481 9.7420674 11.9983563 9.9329380 10.5670862 5.2064518 6.8081894 9.5509182 7.9088363 9.4288434 -0.6263796 13.2475816 NA NA 6.9281500 1.6955039 12.5769089 9.8216772 10.2024907 10.1841325 9.0319865 10.9992697 0.9585086 -0.6263796 3.5434835 8.6152820 11.9522472 7.2190514 0.3735090 8.7156357 12.3675607 7.1417454 9.8951613 TCGA-G7-A8LC 61 0 NA 702 kidney stage i t1a nx mx male 2013 NA no 100 kidney papillary renal cell carcinoma NA NA white not hispanic or latino 4 6 2 2 5 3 4 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3.467973e-07 6.935946e-08 25 8.33333333333333 0 50 16.6666666666667 8.754637 4.318541 13.831286 10.404752 10.519941 5.972541 8.011844 2.038436 10.749236 12.693066 9.516477 7.185271 9.092161 9.881229 7.785664 8.070278 10.024678 NA 12.999362 NA 2.231064 11.779415 11.052797 10.346118 13.598762 10.756106 7.917575 10.199741 6.714890 9.831917 7.231074 9.531427 12.019997 9.772171 10.188177 13.821135 8.984776 0.53432 0.53432 -0.45490 0.58453 0.58184 0.58184 0.56418 -0.46727 0.53432 0.53432 0.53432 -0.45490 0.56152 0.58811 0.58453 -0.46419 -0.46419 -0.46078 -0.45864 0.56644 0.56644 -0.46642 -0.46174 -0.45715 0.59062 0.51107 0.51107 -0.46982 -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 -0.481 -0.481 -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 -0.481 -0.481 -0.461 -0.461 0.000 0.000 6.6657026 12.8665661 11.7336579 4.6573370 5.7068068 10.1513680 11.1330728 3.5530041 8.3680659 3.7546417 6.1968588 1.8160262 9.6010101 3.6233870 10.0592111 7.0536132 0.8160672 6.4109838 9.7128741 15.1193625 9.7138826 11.2482310 8.3731819 9.4990317 5.2534410 9.4405281 5.0890574 4.9315129 7.7624565 9.1137177 12.6390062 NA 5.6905065 7.5210932 11.1450860 5.9725410 1.5530164 9.5141631 5.3185374 3.6905065 7.1618121 11.2401930 10.6136987 4.5677158 13.0246465 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 8.4646944 13.1595930 10.2910951 6.2754690 5.6404648 12.9993624 8.7189147 6.8676988 12.8283125 10.0765647 8.0222374 6.7148898 12.0671250 7.7779693 7.1319413 -0.7688134 -0.7688134 8.3959818 6.5530026 6.4163466 10.5636708 11.1921625 11.6933213 -0.7688134 9.0189771 12.2969956 8.8253993 10.8608866 10.6233921 1.8160262 4.9315129 8.6447024 10.0968079 4.5886247 8.0091517 9.5563802 5.4790009 9.6039397 7.1735892 9.8457845 9.0607975 14.9337885 4.4405270 9.1691839 9.9114342 9.7624561 10.7779691 10.7702335 9.1213390 7.9210727 5.4405270 11.6066572 9.3890279 13.7567790 7.4433033 10.6404656 NA 7.2384945 7.0448564 1.2310637 6.2754690 9.2225964 8.4646944 6.2754690 -0.7688134 NA 10.9123130 NA 9.5853241 11.9390808 10.0576232 0.8160672 10.2436992 8.4694794 9.3846266 1.8160262 10.0882781 11.0226446 11.7794149 10.0214231 12.8283125 10.0765647 10.6072001 6.4405287 5.6905065 9.8254273 8.0222374 8.9892980 2.5529918 13.1575560 0.8160672 1.8160262 7.7779693 3.2310791 11.9963608 9.9598455 11.7712027 10.4362570 9.1954155 10.2679351 -0.7688134 NA NA 8.7836861 10.6943283 7.4694790 1.2310637 9.1765185 11.8742544 6.8235316 8.4861033 TCGA-G7-A8LD 71 1 514 NA kidney stage iii t3a n1 mx male 2012 NA no 90 kidney papillary renal cell carcinoma 28 1967 white not hispanic or latino 4 5 2 3 5 1 5 3 3 2 4 0 6 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.24847e-06 3.121176e-07 20 22.2222222222222 17.7777777777778 24.4444444444444 15.5555555555556 9.9756282 5.3772140 14.4985474 7.8895496 11.7199615 7.5029789 7.8955547 -0.6339716 11.0887952 12.9015060 9.9172153 10.0840923 10.1608097 10.2305608 9.1116620 7.4021611 10.1579644 NA 14.7116874 4.1473474 3.4103818 11.8550829 11.6124522 10.4158362 11.4062774 10.2332664 8.5042593 9.9405811 9.2554915 10.5474505 8.8213148 10.2505398 12.6596748 10.3921652 10.8799619 14.2630768 7.6466422 1.3806000 -0.0136650 0.8196200 0.6275200 0.0150280 0.0150280 1.2596000 -0.9451800 0.0000000 0.0000000 -0.0136650 -0.8855000 0.0526680 0.0953630 -0.0190400 -0.0175290 -0.0037395 -0.8516200 0.0120970 -0.8604200 -0.8970800 -0.8642100 -1.1810000 -0.8686100 -0.8751200 -0.1156100 -0.1156100 -0.0496590 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 0.730 0.730 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 -0.826 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 0.730 0.730 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 -0.826 0.000 -0.852 0.000 -0.192 -0.192 6.3143557 9.0295456 12.2354851 6.2177367 2.5359036 8.8600931 7.9186570 2.8895514 8.4185556 4.0384098 3.9807017 0.3660284 10.7322661 6.8171986 9.0551121 8.3858982 0.3660284 6.7496925 7.6020017 10.7868847 8.8213148 12.0250916 5.4534517 9.0454678 6.0594743 10.1411864 4.1988791 -1.6339716 6.6834003 8.8099671 10.5208058 1.5359036 8.6991431 9.1789671 9.0089417 2.2728891 NA 10.7841038 3.7922515 0.6879565 9.7426557 8.5075838 10.1937273 3.8898629 8.7475307 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 10.6192443 13.4063630 10.3614015 4.2967217 6.5508637 14.7116874 10.0441476 10.4962364 13.3557813 10.7577683 8.7625923 9.2554915 12.3914733 8.7636622 5.8171986 1.9509536 -0.6339716 9.5638186 9.0179364 11.6035278 10.6709093 9.9329930 12.7375601 -0.6339716 8.9668299 12.2406809 10.4865496 11.2891294 9.9843732 7.5055393 4.9205744 10.1192044 11.2373154 7.7234077 8.9002905 8.8905294 3.8578417 9.3274374 -1.6339716 10.6634772 8.3702083 14.4237679 1.8254193 8.5170044 11.1459122 10.3103336 9.0463473 10.7383086 9.5899893 10.8231120 4.5558100 10.4397945 8.7663013 13.9107408 7.7989260 10.7415701 NA 7.5725380 6.6280824 6.7753785 8.9509501 9.7812012 7.6942360 4.2967217 1.8254193 NA 11.1019667 2.1733513 7.5055393 11.2053883 9.7415701 -1.6339716 10.7240893 9.7169268 10.7257372 3.4103818 10.2359669 12.2548260 11.8550829 10.2645890 13.3557813 10.7577683 10.1753538 8.3814028 6.2668540 9.3803011 8.7625923 11.0032918 0.9509163 12.2112817 4.2967217 3.0098488 8.7636622 5.2114795 11.7991818 9.2668545 9.4421351 10.7450952 9.8279786 11.3907810 NA NA 0.6879565 7.5430829 10.1955836 8.7202371 -1.6339716 6.6467589 12.1856678 5.2967254 7.7859480 TCGA-G7-A8LE 62 0 NA 2453 kidney stage i t1a nx mx male 2008 NA no 100 kidney papillary renal cell carcinoma 40 1965 white not hispanic or latino 2 3 2 2 4 2 5 3 3 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1.629947e-06 5.201959e-07 10.9375 9.375 20.3125 42.1875 17.1875 9.492305 7.308907 13.180506 10.829119 11.473300 7.328015 9.249746 NA 10.520611 13.676394 10.623120 10.506003 9.085713 10.507750 8.861448 7.374708 10.179436 NA 14.239670 5.582589 2.887447 10.322865 11.921875 12.398066 11.700766 10.304090 9.580598 10.336690 8.764252 10.424384 9.690498 10.838589 11.804460 10.704274 10.182501 15.074309 7.267836 0.00930980 0.00930980 0.00558300 -0.00097017 0.85403000 0.85403000 0.80792000 -0.05212600 0.00930980 0.00930980 0.00930980 -0.00346270 0.00666530 -0.00097017 -0.00097017 0.00000000 0.00000000 -0.00110870 -0.00401620 -0.00553750 -0.00553750 -0.00166290 -0.00166290 -0.00013862 -0.01422800 -0.04102400 -0.04102400 -0.03694600 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 5.27648550 7.92348556 12.26310291 5.49512590 3.01868758 9.23062213 12.42734016 5.57194069 8.81479745 6.42586209 3.98697516 5.13898235 10.16068338 5.15333517 9.52026489 7.63736028 0.08011186 4.44932366 8.28465895 12.78379685 8.64487257 11.42419884 6.97894150 8.51887972 7.03040119 10.07538395 7.18861258 1.08011186 7.18512321 8.85816505 10.36544004 3.78053058 9.82436118 8.53129919 10.28832222 5.50635122 1.95456857 8.81366834 4.81705528 5.91727421 7.73591678 9.37691241 9.73353009 3.91297554 12.30577637 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 9.138080 14.090849 10.461991 5.506351 8.120834 14.239670 8.612769 9.349994 11.944016 10.623120 10.945821 8.764252 12.923289 6.624408 9.730541 2.080078 -1.504714 9.319289 7.571941 9.783461 9.94065760 11.46756678 12.05533881 NA 9.25001293 12.97060553 11.20075782 9.97338942 10.87314924 7.05736795 6.44932201 10.29804561 8.77241289 4.37776928 7.11717762 8.92453225 4.81705528 9.97793343 7.09503828 10.05784487 9.23152745 14.21462119 2.30249453 6.97894150 11.45476519 10.24373762 8.48664721 11.29622749 10.43653989 9.25750736 6.01868758 11.05402441 9.12993646 14.82376528 4.99529004 10.49794043 NA 7.80294087 7.33747562 0.49508112 9.20593177 9.87504526 9.37805117 5.50635122 3.74305173 NA 12.39391571 4.32801782 9.80970865 10.55582133 9.60756483 0.49508112 12.31978588 9.00588949 9.54020245 1.81705016 10.40314265 11.80004709 10.32286509 10.22729283 11.94401605 10.62311971 10.18643271 8.97994844 7.30569698 9.47972187 10.94582121 10.82744171 1.30246529 12.76964917 5.03428616 5.09503828 6.62440801 5.87883077 12.09026631 9.90981060 10.71217437 10.11121472 10.76132633 10.56725803 0.49508112 0.08011186 NA 7.69698004 11.06320266 9.39448242 0.81705016 8.24499501 11.56843020 7.43176334 9.71126499 TCGA-GL-6846 52 0 NA 5925 kidney stage iv t4 n1 mx male 1996 NA NA NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 2 2 2 2 3 1 5 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 1.421869e-06 5.548757e-07 10.3448275862069 22.4137931034483 22.4137931034483 29.3103448275862 15.5172413793103 9.542173 9.619673 13.929782 11.904549 11.233718 7.611197 7.746027 NA 10.226204 12.478944 10.902194 9.967683 9.549163 10.060881 8.419246 7.647176 10.736728 NA 14.250797 0.718789 2.396872 11.150095 11.508958 11.623290 12.440760 10.721902 10.042086 9.574298 9.318719 10.749473 9.113698 11.428235 11.948827 10.576787 11.297368 14.165037 6.147618 0.01195800 0.01195800 0.83215000 -0.00539920 0.83078000 0.83498000 0.81630000 -0.01954400 0.01195800 0.01195800 0.01195800 0.83215000 -0.00470790 -0.00539920 -0.00539920 -0.01050800 -0.01050800 0.00360760 -0.00995650 -0.00027724 -0.00027724 0.00680440 -0.00688480 -0.87299000 0.85581000 -0.06692200 -0.03721800 -0.02794500 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 5.8231430 10.9591205 11.9868803 5.1111231 -1.6029638 9.3560833 11.5982363 4.5261627 7.9837182 2.7891867 3.5261565 1.3968719 10.0648412 5.7277952 9.5332285 7.0280917 1.2042033 6.3568798 9.1912939 15.4421718 7.7345003 11.8367090 6.6014499 7.8644839 6.3968787 7.5389851 2.7188109 7.7367280 8.3290931 8.8837131 10.6660048 -1.6029638 5.8887311 8.0604360 10.3470694 2.7891867 0.9818527 9.2122614 6.6448052 3.6822811 7.8806941 9.2682599 10.0402834 2.6837638 11.5911794 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 9.477696 12.771578 9.887228 4.040735 9.774089 14.250797 9.018930 9.134970 12.206546 10.787585 9.693221 9.318719 12.741035 5.974307 8.364104 NA NA 8.881701 6.767566 10.348465 9.7934828 11.1870230 11.2501877 NA 9.8486045 12.5439240 11.6161979 10.6860325 10.0648767 6.9282602 4.3037661 8.3393926 8.0389300 5.8956080 7.7697433 9.0955827 3.9514666 10.2038304 5.9818412 10.6078538 9.2779922 14.3500515 4.5054019 6.4949100 10.7516784 9.4975405 9.6926471 11.1115530 10.1937289 9.4316771 5.5158197 11.1584294 9.5891710 15.2758630 8.1594264 10.2360819 NA 7.4548158 7.0728347 -1.6029638 9.1196856 9.7908048 8.8867260 4.0407347 3.7188109 NA 12.1488405 NA 10.2825745 10.6767789 10.2146613 NA 11.4465565 8.9902694 9.4392215 3.2548661 10.1900750 12.7190175 11.1500949 10.9995770 12.2065458 10.7875845 9.8598916 8.8957273 7.7740886 9.9029228 9.6932209 10.5268051 2.6448023 13.1500426 2.0973074 7.0515146 5.9743067 5.8231430 11.7242904 10.3353551 10.8670286 9.3149960 10.4972120 10.7193697 0.9818527 3.3510770 2.6448023 7.6250958 9.8429121 9.5630412 1.2042033 8.5222916 11.3965258 7.4790268 7.7675654 TCGA-GL-7773 63 0 NA 393 kidney stage i t1a nx mx male 2011 NA no NA kidney papillary renal cell carcinoma 34 1993 white not hispanic or latino 1 3 1 1 4 3 3 3 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.60098e-06 8.323135e-07 4.95049504950495 17.8217821782178 20.7920792079208 34.6534653465347 21.7821782178218 9.419121 6.241802 12.971077 11.091131 11.319174 7.314969 9.496491 1.392153 10.577426 13.214243 10.047370 8.414505 8.628949 8.454633 9.413580 7.155903 9.470733 NA 13.691774 1.614521 7.999467 10.906522 12.064993 12.276562 11.478495 10.375606 9.625757 9.924818 8.521420 10.610499 9.438352 10.564981 12.282021 10.970824 10.316455 14.523110 7.659267 0.00319100 0.00319100 0.00777830 0.00722170 0.00000000 0.00000000 -0.02164700 -0.00498440 0.00319100 0.00319100 0.00319100 0.00777830 0.01042400 -0.37853000 0.00722170 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 0.000 0.000 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 6.595077 10.541461 10.921242 4.807175 3.665154 9.056383 12.739943 5.936457 9.180040 6.620956 4.689819 6.889324 9.954698 5.266607 9.714816 7.378813 NA 7.418199 8.479600 7.582719 8.311000 11.917495 7.330737 9.409874 6.581961 11.926764 1.129085 -0.192810 7.350206 8.992050 10.923519 1.977097 11.349239 8.052727 10.230816 7.361763 -0.192810 8.967046 3.330730 4.764160 7.558718 9.609344 10.307020 2.439437 11.942627 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 9.3588828 13.3366051 8.9833476 5.1291016 8.2037792 13.6917744 9.3453636 9.6859918 12.6900087 10.6962983 8.0214936 8.5214202 13.0000068 6.1109562 8.0763015 0.3920976 NA 9.9486432 7.0925764 9.6048929 9.8184018 11.5156119 12.6477558 1.6145214 8.4760596 13.2247634 11.1553495 10.7518866 10.5507468 7.4582261 5.9670464 10.4862148 11.6215568 4.4673838 7.2418030 9.6729079 4.8732620 9.9091502 4.1647300 9.9695660 9.6361044 14.3672088 6.1291037 9.1245871 11.4818083 10.0395955 8.3129859 11.6557975 10.2107193 7.8759527 2.9770967 10.8032949 8.9767239 14.7028445 6.3603818 10.3864906 -1.1929749 7.9454462 6.8786371 NA 9.3375809 9.9839711 9.5502502 5.1291016 4.8295401 NA 11.9094784 5.2829068 9.7452839 11.2796116 10.0092985 NA 11.3979955 8.8893236 9.7722374 1.6145214 10.1436812 12.1889879 10.9065224 10.9367796 12.6900087 10.6962983 10.3010300 9.3482712 7.4108007 9.7506638 8.0214936 10.6546235 6.0832985 13.4868196 NA 7.2208030 6.1109562 5.9261157 12.4348225 10.3050265 10.6561887 10.4260189 10.6874163 10.8166534 -1.1929749 0.3920976 3.7613704 8.1672094 10.7994438 9.5852518 0.8071900 8.4600196 11.3100064 7.2747797 8.7393894 TCGA-GL-7966 28 0 NA 112 kidney stage iii t3 n1 mx female 2011 NA NA NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 1 6 3 3 5 3 5 3 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 5.895554e-07 3.81477e-07 10.7142857142857 39.2857142857143 14.2857142857143 21.4285714285714 14.2857142857143 10.2952161 6.9070745 12.2324064 10.8711990 11.7954098 7.9185526 8.5399529 2.9389820 11.2262349 11.9686855 10.0605177 7.6587156 9.7018645 9.4538955 9.9784516 8.0221975 10.0380690 0.2020102 13.4585222 4.6614475 11.3118493 8.1792986 12.3775796 11.0018399 11.9086585 10.1644327 10.0438451 9.9931815 9.3261400 10.3848268 10.2788342 11.0007605 11.8719371 10.0641393 11.5344282 13.6486712 7.4795079 0.38882 0.42167 -0.18672 -0.50090 0.20353 0.20353 0.40028 -0.46142 0.40511 0.42167 0.42167 -0.18672 -0.40219 0.59476 -0.50090 1.44440 -0.17018 -0.51784 -0.37786 0.41073 0.41073 0.44884 0.44884 -0.44868 0.34567 0.27616 0.29851 -0.35099 -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 -0.421 -0.421 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 -0.421 -0.421 0.000 -0.195 -0.139 -0.139 0.101 0.101 0.420 0.420 0.229 0.229 0.000 0.000 6.231766 10.982285 11.421792 4.043318 2.786973 9.754201 10.089239 7.128809 9.340717 6.268109 7.639424 2.523938 9.968548 6.209514 10.055328 7.251613 1.424385 6.140617 8.639424 9.221721 8.810582 11.962323 8.737294 7.888519 7.879151 11.288597 2.938982 -1.383078 7.754047 7.920837 10.415123 4.424412 6.411472 7.043320 10.424008 4.617057 9.897827 11.068010 5.231766 4.362295 8.647723 10.989540 10.720344 2.106348 10.128226 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 10.342422 13.481242 8.049598 5.009374 9.986108 13.458522 9.269901 9.131770 13.299118 10.324847 10.291248 9.326140 12.998531 7.748913 9.054808 4.009374 NA 11.021666 7.303557 9.552737 11.2455017 11.5564517 11.8315270 0.2020102 8.9855625 12.7999160 10.9803696 12.0160670 11.4758142 5.8167277 4.1406151 9.8720848 9.5111159 8.2126865 8.0243241 8.4966393 6.9116772 10.8858905 3.9746119 10.5269492 10.1406181 12.9632236 3.2020258 6.4372344 11.3229045 9.7268867 9.7190318 11.7031923 11.1503858 8.4451924 7.7229646 11.6703033 9.4866500 13.0067547 8.5784044 10.8943435 NA 7.1716062 7.1406181 8.8661696 9.3122844 10.7947871 9.9991398 5.0093740 3.6170516 6.0846617 13.2756581 7.5209376 8.6184644 11.1795371 10.4916533 -1.3830778 11.1051473 10.0749500 11.3920490 -1.3830778 10.6988725 11.3767363 8.1792986 11.2665369 13.2991180 10.3248466 10.2322259 9.6777521 5.9920954 9.2214612 10.2912484 12.3869973 3.0764907 12.9324888 5.7255803 5.3449776 7.7489133 7.2317655 12.8462505 9.3635704 11.0897470 9.8548636 10.4562599 11.1525746 -1.3830778 -1.3830778 3.0093651 7.9387139 7.4499459 10.4475713 -1.3830778 8.4179559 12.1987275 7.6310766 9.0703268 TCGA-GL-8500 63 0 NA 841 kidney stage i t1b nx mx male 2011 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 1 3 2 2 2 2 3 2 2 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.733986e-06 3.81477e-07 4.61538461538462 21.5384615384615 21.5384615384615 33.8461538461538 18.4615384615385 8.597647 8.483585 13.772230 11.300936 10.956479 7.056798 7.383321 NA 10.741596 12.830784 10.216701 9.651465 8.208127 10.850606 8.224224 8.508445 10.844761 NA 12.785820 1.730357 1.730357 11.888820 11.586525 12.065200 12.939974 10.407648 8.593006 9.241133 8.040981 10.395260 8.261750 10.596102 11.289506 10.835622 10.154010 13.194467 7.879480 0.00208050 -0.00528100 0.00000000 -0.00180140 0.80298000 0.80298000 0.04075100 -0.83849000 0.00208050 -0.00069303 -0.00528100 0.00000000 -0.01491600 -0.00180140 -0.00180140 0.00694350 0.00013863 0.00777830 -0.00697470 0.00555290 0.00555290 -0.85971000 -0.85971000 0.02426800 0.81162000 0.04584900 0.04584900 0.01684500 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 5.1226851 11.7824269 11.6741652 4.0522942 1.0522768 9.7950976 12.2910594 7.1691604 8.3832135 2.4308205 6.1898008 2.8178279 10.2867115 4.6845663 9.2391536 7.6949401 0.3153344 3.9782963 9.8382393 17.7061445 8.8609389 12.2323299 6.8178317 8.9152436 7.2617499 4.1898008 3.7747660 6.4098491 8.3059076 8.2081265 12.0940925 1.0522768 5.1733114 7.4785609 11.3202535 5.3302823 NA 9.2030592 2.9782872 5.6728835 8.0341491 10.0170070 10.2227223 4.8269247 13.2647716 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 9.1312479 12.5316725 9.5018579 4.5377247 6.7471766 12.7858203 9.1908242 8.4168689 12.3408165 9.9693701 8.0432515 8.0409812 12.8439477 6.1649974 7.9027960 0.7304008 0.3153344 8.9543699 6.8388925 9.3095712 10.6011184 10.7883601 11.3089769 -1.2695122 9.6655335 12.2040741 9.3358479 10.4633837 10.0807550 4.4308071 3.4852594 9.3624548 7.8204809 5.3002226 7.7019122 9.2992744 3.6845607 9.6304805 7.2341938 10.1649965 9.0064927 13.5572644 1.0522768 1.5377433 10.2217204 9.3349215 9.3769270 11.0409811 8.6402616 8.2500046 3.4308071 10.6301029 9.5632584 14.9573637 7.4339259 10.2949942 NA 7.9713746 6.1733114 NA 9.1618660 9.3876867 7.1439964 4.5377247 4.1566312 NA 11.3473766 NA 10.4269012 11.1021450 9.3246929 NA 10.6936257 8.1226857 9.5577111 5.5505467 10.1649965 13.1890954 11.8888203 9.3153307 12.3408165 9.9693701 10.2366759 9.1226857 7.9077878 9.4801540 8.0432515 9.9669805 0.3153344 12.9406592 1.0522768 0.3153344 6.1649974 3.7303682 11.5465520 10.4164311 11.6302917 10.1908242 10.3805225 9.9404308 NA 4.4582901 NA 8.0032548 9.5340394 8.4480448 NA 9.6045812 11.0859947 7.1691604 7.5051557 TCGA-GL-A4EM 61 0 NA 32 kidney stage i t1b nx mx male 2011 NA NA NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 1 1 3 4 5 1 5 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 1.387189e-06 4.508365e-07 7.54716981132075 16.9811320754717 13.2075471698113 35.8490566037736 26.4150943396226 7.463917 5.936986 13.605383 11.249577 10.226758 6.960070 8.960567 NA 9.841808 11.798174 10.632646 9.429874 8.511570 9.481308 7.616996 7.742124 9.294161 NA 12.046186 2.397830 5.587653 10.839216 10.903039 10.895680 12.450396 9.151045 8.616997 8.455820 7.409056 10.032639 8.750975 9.319669 11.780722 10.923349 10.689575 12.806689 6.701609 0.00438690 0.00430210 0.00041593 0.37858000 -0.00180140 -0.00180140 0.35643000 -0.00360110 0.00438690 0.00438690 0.00430210 0.00041593 0.00000000 0.37117000 0.37858000 -0.00401620 -0.00401620 -0.00415460 -0.00401620 -0.00401620 -0.00401620 -0.00415460 -0.00415460 -0.00774820 0.36297000 -0.01682500 -0.00981850 -0.01780300 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 8.094796 12.444270 11.780992 6.112075 2.719753 9.499371 9.871534 1.397803 8.271273 4.607283 9.623036 3.098268 9.968936 3.205189 9.225965 6.118380 0.397803 5.567752 8.669291 13.484462 8.420196 12.187158 7.027185 9.211609 5.587653 8.807219 0.397803 8.258915 9.525823 10.372960 11.582704 2.982784 7.971475 8.428495 11.421583 7.442222 7.955866 9.262014 6.616997 2.982784 8.474644 8.527137 11.060052 NA 11.123531 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 9.087826 12.767017 8.420196 5.936986 6.960070 12.046186 8.280471 8.431251 13.123514 10.446996 10.386513 7.409056 12.632795 5.967683 7.562735 1.982802 NA 7.469291 6.041685 8.669268 10.0542531 11.6858291 11.5060259 5.8407729 8.7354501 11.9581610 10.4510753 11.4723042 9.3549303 5.7728675 5.9524174 9.7454496 8.6481267 4.7631035 7.1660124 8.9253052 5.1527148 9.5360999 4.4422203 10.5050453 9.3808219 16.3212950 8.0380729 7.2986950 10.9667343 9.5424865 8.2835246 10.7129778 9.0596062 8.2835246 4.8572595 10.0533589 9.9902852 13.6721336 6.4845490 9.6599231 NA 7.3783677 8.3077213 0.9828020 8.8633946 9.1610407 10.1367650 5.9369865 8.8008404 NA 9.5322546 1.9828020 11.5376993 11.6209249 10.4497168 -0.6020875 10.2827619 8.4201960 8.5011159 0.9828020 9.6878470 12.6066722 10.8392162 8.6970364 13.1235140 10.4469961 10.0799450 8.6242406 7.4090557 9.8006377 10.3865129 8.7685155 7.5526460 13.5002140 4.2051813 3.9827928 5.9676828 3.3047155 12.4253887 11.3928887 11.6605104 10.1043242 9.6072815 9.5526462 2.9827837 4.9213887 NA 8.0947956 11.6232285 6.7197557 0.3978030 8.9977409 10.5030819 7.0198798 7.4476767 TCGA-GL-A59R 79 0 NA 378 kidney stage iii t3c n0 mx male 2012 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 2 3 1 3 2 2 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1.664627e-06 5.201959e-07 7.8125 23.4375 20.3125 32.8125 15.625 8.7496037 6.7474331 13.6849684 11.0514334 11.1753134 6.1668098 8.9463054 -0.6277165 10.3582351 13.4313996 10.7976091 9.9037746 9.1893769 11.4201987 8.2458374 6.5221405 10.6090054 NA 13.9145182 3.6203166 6.3265895 11.1032878 11.3684641 11.6698827 12.2666425 10.0279238 9.1765242 9.6473535 7.4913344 10.5010319 9.3822217 10.5074611 11.7515007 10.9144577 9.8831574 14.3496731 7.8602334 0.00060546 0.00060546 0.00041387 -0.00443120 0.84435000 0.84435000 0.79956000 -0.00788630 0.00060546 0.00060546 0.00060546 -0.00041585 0.00652620 0.00819590 -0.00443120 -0.00429290 -0.00429290 0.00000000 -0.00995650 -0.00484610 -0.00484610 -0.00304750 -0.01122600 -0.00719580 -0.00995650 -0.06316600 -0.06316600 -0.05374600 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 3.9573575 9.9685828 12.1625380 6.2550361 0.9573203 9.2479581 11.6490992 4.6577943 8.5016760 4.7986571 3.6943231 5.6391801 9.9063457 4.4598578 9.4978065 7.4502240 0.3723950 4.6203225 9.3381775 15.8127256 9.5939802 11.5924691 6.9871025 8.5170512 6.6761743 9.0377290 3.3723950 6.6485172 7.8801878 9.0035702 11.1708650 0.9573203 7.8028459 8.1893769 10.4945740 3.7647071 1.6943008 9.0017499 6.2427587 5.7444760 8.1765242 9.2686346 10.0693607 3.8789215 13.2978549 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 8.5347845 13.5974499 10.9346356 3.9573575 6.1138609 13.9145182 8.3031305 8.6060128 12.0205260 10.2725052 8.2942343 7.4913344 13.0222107 5.9269814 9.0017499 1.3723950 -0.6277165 9.1087952 7.3892011 9.2037953 9.7044297 11.7119649 11.8067608 0.9573203 8.8277203 12.2477586 10.6344880 9.9898607 10.0693607 6.3496731 5.5016748 9.9999270 8.6807322 4.5423200 7.7166892 8.9981021 4.9269814 9.3738013 6.7732724 9.9535938 9.4952211 14.2090846 0.3723950 6.4167874 11.0448185 10.0225473 8.9115520 10.8236042 9.4181528 8.5068193 4.1272783 10.5775755 9.3439367 14.7644087 6.3082061 10.1247739 NA 7.6358030 7.2427578 -0.6277165 9.1322812 9.6321364 8.7474327 3.9573575 5.6012122 NA 11.9898606 3.6943231 9.2792837 11.0602062 10.2679684 -0.6277165 11.5313184 8.5297401 8.8236042 -0.6277165 9.8410172 12.0756479 11.1032878 9.4756809 12.0205260 10.2725052 10.0762968 8.5891391 6.9944451 9.5569834 8.2942343 9.8277204 -0.6277165 12.9594674 0.9573203 4.1797499 5.9269814 3.5423200 11.7258157 10.6721736 11.1627416 10.3251344 10.1496484 10.2131711 NA NA NA 8.2554946 11.4661771 8.9479323 NA 7.5221405 11.3734494 6.9346356 8.9667177 TCGA-GL-A59T 46 0 NA 546 kidney stage i t1b nx mx male 2012 NA no NA kidney papillary renal cell carcinoma 5 NA white not hispanic or latino 3 4 NA NA 1 1 4 2 2 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.352509e-06 6.242351e-07 6.77966101694915 30.5084745762712 27.1186440677966 16.9491525423729 18.6440677966102 8.8205150 4.2032873 13.4614014 11.2473654 10.7692289 5.6887091 8.9200863 NA 10.6697243 12.6408871 10.5921619 8.9005490 9.2551528 9.6504849 7.0047385 6.6053817 9.5127924 NA 13.6084859 -0.9260427 3.7178573 12.0603760 12.0628539 11.5049758 12.4132939 8.5578163 9.1812176 8.7605011 7.3219281 10.3034203 8.4004299 10.4517534 11.6636517 11.0318281 10.8757090 13.8374205 7.0337126 0.62825000 0.61770000 0.66420000 -0.00415460 0.69623000 0.69623000 1.36520000 -0.01464100 0.62333000 0.61770000 0.61770000 0.66420000 0.00346870 -0.00415460 -0.00415460 -0.00719580 -0.00719580 -0.00041585 -0.00968060 -0.00235530 -0.00235530 -0.01519100 -0.01519100 -0.01202400 0.70438000 -0.04521900 -0.03163200 -0.05940400 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 5.8941799 12.1649400 12.2103509 5.3594017 3.0740087 9.2830152 10.7402246 1.0740258 7.3732088 2.7744392 4.1183930 2.9808844 9.6247474 4.1614605 9.1468031 7.0723084 1.0740258 5.9688188 9.9210580 16.2566652 9.2376502 11.8746983 6.2638250 9.3372698 7.0852281 9.4555436 -0.9260427 10.5847648 8.8569988 8.5916701 11.4246636 0.6589198 6.8941799 7.6739132 10.2907465 3.4663139 2.9808844 9.5558001 7.2084265 3.6212079 7.9535836 9.8242386 10.5593268 3.6875311 12.6427595 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 9.133345 13.861087 9.809557 4.565853 6.651429 13.608486 8.613159 8.398181 12.249862 9.859453 6.161462 7.321928 12.545549 5.968819 8.498167 NA NA 8.964265 7.079626 9.429098 9.6942205 11.4312776 11.1218062 5.0963673 8.4533789 11.5474527 10.0128450 11.3677596 9.3720632 6.1825255 5.4833902 9.6044070 8.2858890 4.6589655 8.3266659 9.1521515 3.9808936 8.6073303 4.7744392 9.9163509 9.2401636 15.0505647 2.7744392 6.0852271 10.0711801 9.4663180 10.1067351 10.6039191 8.7639984 9.7753071 1.8813514 11.1125767 9.2858888 14.7424147 6.9187380 10.3325666 NA 7.5456758 7.0397843 -0.9260427 7.6362432 9.5778263 9.5405868 4.5658530 6.9988127 -0.9260427 11.3792073 0.6589198 9.6457532 10.8688226 10.1922928 NA 9.8163099 8.7088118 9.4403227 0.6589198 9.9029304 11.7371139 12.0603760 9.7481928 12.2498620 9.8594531 10.5318944 7.4093909 6.4663188 9.5152331 6.1614625 9.5241808 2.0739916 13.3005633 0.0739573 2.6589655 5.9688188 2.5334388 12.1319923 10.9714679 11.2154691 10.0347266 9.6083034 9.3834769 0.6589198 0.6589198 NA 8.6148066 10.9044881 8.2955876 -0.9260427 8.1614635 11.4915894 6.4918531 6.8813551 TCGA-GL-A9DC 66 0 NA 392 kidney stage i t1b n0 mx female 2013 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 4 3 1 1 2 2 4 1 2 1 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 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 2.184823e-06 8.323135e-07 6.66666666666667 23.3333333333333 16.6666666666667 23.3333333333333 30 9.028076 7.920471 13.671558 10.713569 11.270265 6.729008 8.292134 -1.110293 10.462504 13.268031 10.162434 10.192443 9.377644 10.974612 9.264843 7.286409 10.538611 NA 13.013521 4.019088 2.590243 10.799697 11.623681 11.942032 12.929665 10.147781 9.211732 9.522799 8.385659 10.297603 9.130595 10.780448 11.765937 10.979585 10.167091 14.927072 7.186215 0.00523730 0.00523730 0.00027728 -0.01070600 -0.00360110 -0.00360110 0.73473000 -0.01739100 0.00523730 0.00523730 -0.00110870 0.00027728 0.01112100 -0.00263220 -0.01070600 0.00485790 0.00485790 -0.00443120 -0.01656700 -0.01174900 -0.01174900 -0.02999400 -0.02008400 -0.02384000 0.75681000 -0.07907700 -0.07907700 -0.06477700 0.000 0.000 0.000 0.000 0.783 0.783 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 0.783 0.783 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 5.2648442 11.1135039 12.3822830 4.6446927 2.4747735 8.8220628 11.7123746 6.6711631 8.2251939 4.6446927 5.1752052 6.5191597 10.0596662 4.8898045 9.5200710 7.2559076 -0.1101371 4.5336630 8.9957123 16.4396261 9.2906833 11.9052189 7.2735084 9.1016921 6.7099826 10.4549059 3.1377330 10.0647296 8.6194244 8.2626690 10.9769351 2.3492237 7.4971341 8.3876555 10.7834846 4.9121708 5.5901049 9.2615804 6.0597295 4.8205415 7.7195264 9.5377389 10.3176404 3.9394335 12.6117136 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 8.878488 13.469473 11.861347 3.934196 8.411404 13.013521 8.555140 8.936928 12.368700 10.492967 8.021661 8.385659 12.985778 6.610902 9.012632 NA NA 9.075918 7.286409 9.583683 9.7989469 11.4436731 11.8051231 0.4747735 9.0943749 12.5487963 10.6542608 10.7808280 10.5081801 6.5622287 5.4133673 9.1401022 7.9719527 5.5763044 7.4558582 8.8784884 4.9772662 9.3926356 6.4822610 10.0465190 9.2462558 14.1420997 0.8897850 4.7477848 10.5688440 9.6396732 9.9558930 11.0644175 9.8153583 7.4250791 3.4747605 11.0287156 9.4270222 14.5191889 7.7496489 10.2960088 -1.1102928 7.7518834 6.9983287 1.4747735 9.0572220 9.7352939 8.8140226 3.9341957 6.3975976 NA 12.4202102 3.5902427 10.2139844 10.7974456 9.8996324 -1.1102928 11.1510173 8.6907038 9.3181641 4.8439989 9.2407429 12.2458431 10.7996969 10.2594011 12.3686998 10.4929665 10.0888627 8.8026931 7.6278964 9.3475335 8.0216607 10.4582351 0.4747735 13.3161996 NA 4.2117287 6.6109023 4.6177216 12.4027911 10.4064887 10.8216494 10.0363726 10.3916410 9.9878359 0.4747735 3.6971622 NA 7.8385510 9.2532597 8.7617091 -1.1102928 8.9204711 11.4693555 6.9612656 6.9232264 TCGA-GL-A9DD 69 0 NA 341 kidney stage i t1a nx mx male 2013 NA no NA kidney papillary renal cell carcinoma 20 1956 white not hispanic or latino 1 1 1 4 1 1 6 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.184823e-06 7.976338e-07 4.59770114942529 17.2413793103448 17.2413793103448 26.4367816091954 34.4827586206897 8.4589418 7.7226798 13.8358641 10.9754147 10.8867284 6.8760896 8.1173948 NA 10.1666747 12.6295706 12.4588096 8.3628718 8.9827792 10.5092763 8.1543356 7.6725562 10.0190479 -0.9567955 13.8657707 2.7436442 3.9011855 10.7005184 11.7775369 11.2134379 12.0102460 9.5618531 9.8155144 9.8689537 8.5706770 10.2617632 9.3309122 10.7362511 11.5000676 10.5450370 10.2569117 14.0243212 7.6103952 0.00875280 0.00875280 0.40261000 -0.00290910 0.41312000 0.41312000 0.41028000 -0.00318590 0.00875280 0.00875280 0.00875280 0.40261000 0.00000000 -0.00290910 -0.00290910 -0.00672390 -0.00069303 0.00124810 -0.01078400 -0.01161100 -0.01161100 -0.00318590 -0.00318590 -0.00138580 0.42385000 -0.02493500 -0.02493500 -0.01849000 0.000 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 7.771120 11.935743 12.695709 6.452590 5.997396 9.210518 9.747968 1.628167 8.328602 3.043204 7.502631 3.043204 10.177947 3.566766 9.109289 7.237267 1.043204 5.657909 9.488215 13.772209 8.752284 11.900987 7.130663 9.017614 6.444079 11.020480 1.365133 7.031885 8.687056 10.474175 10.934604 2.365133 7.539055 7.973937 10.702304 5.502633 2.850559 9.153031 6.409522 5.295866 7.764299 9.803820 10.084859 3.799688 11.566730 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 8.8617820 13.0416140 9.8808278 6.9135644 7.9197167 13.8657707 8.5290291 8.4799116 12.1343046 10.0984823 8.6816358 8.5706770 12.7639785 5.0204800 8.3469808 1.3651326 0.0432045 9.2453238 7.1980177 9.9058605 10.0662612 11.5033998 11.5310399 3.3651326 8.9665274 12.1186790 10.4494049 10.4552404 10.1260142 6.4525905 6.2428730 10.1491084 11.5270157 4.9911000 7.5667619 9.1750570 5.5026329 9.4106146 6.1412325 10.3924811 8.6337868 16.1957521 5.2526541 7.3785905 10.5939467 9.5057022 9.0779989 11.0481225 10.0003019 8.1038957 4.8505544 10.4814719 8.8760899 14.2461654 6.3027541 9.9568373 NA 7.9518926 8.6579097 -0.9567955 8.6486793 9.7745189 9.2792140 6.9135644 7.5470256 -0.9567955 11.4339062 0.0432045 11.1795502 10.9193331 10.4220366 0.0432045 10.7423385 8.0204800 8.9988499 NA 9.6933542 12.2353386 10.7005184 10.1536832 12.1343046 10.0984823 10.0641799 8.5209581 7.3651282 9.5135434 8.6816358 10.1795502 4.9500904 12.4476762 2.6281670 4.5977874 5.0204800 5.5509930 12.1484537 10.9046746 11.0804036 10.0731773 10.0512923 9.8505547 2.0432045 -0.9567955 NA 8.6866231 11.5437132 8.5997061 0.0432045 8.9470817 11.3783111 6.8760896 8.6262825 TCGA-GL-A9DE 74 0 NA 496 kidney stage i t1b nx mx male 2013 NA no NA kidney papillary renal cell carcinoma NA NA black or african american not hispanic or latino 1 2 3 4 3 1 4 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 6 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 6 0 0 0 0 2.358222e-06 1.005712e-06 7.21649484536082 22.680412371134 21.6494845360825 29.8969072164948 18.5567010309278 8.614748 7.271664 14.967520 11.203744 10.743709 7.803754 9.148873 NA 10.486424 12.454510 11.687598 10.654190 8.826253 10.580003 8.605022 6.246860 9.307088 NA 12.949063 5.553698 2.512682 10.511371 11.905425 11.246600 10.967683 10.654190 7.583721 9.575445 8.437941 10.219500 8.898369 10.517865 11.490832 10.975253 9.379238 12.401883 7.106164 0.00000000 0.00000000 -0.00289270 -0.00207840 -0.00249380 -0.00166290 0.00374650 -0.00159560 0.00000000 0.00000000 0.00000000 -0.01106000 0.00138680 -0.00761580 -0.00207840 0.00430210 0.00430210 0.00583090 -0.00435250 -0.00013862 -0.00013862 -0.31949000 -0.32147000 0.00291330 -0.00249380 -0.00193990 -0.00193990 -0.00069303 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6.1785553 11.7744053 10.5388762 5.3040839 3.3972006 10.4485578 10.8146957 2.7191177 9.3090861 2.5126820 4.9207554 -1.1877072 10.3038900 2.6195773 9.3010766 6.8218365 NA 6.5804169 9.7576760 15.4879649 8.0458519 12.4175960 3.3357976 9.6147487 5.0601598 5.3200261 -0.1877072 10.3858794 7.7488704 9.2300848 11.1788277 0.3971458 6.5333313 7.9311730 10.1442688 3.7191177 NA 8.9272760 8.0554061 4.7803206 8.4704437 9.0903332 10.4881893 0.7495772 10.4346548 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 8.509200 12.530872 10.565449 4.456090 7.495227 12.949063 8.826253 8.697929 12.951943 10.274223 7.523039 8.437941 12.748594 NA 7.412145 NA NA 9.871577 6.477569 8.952142 10.0725638 10.6998336 11.8709005 1.1341552 9.7627881 12.3393427 10.4677630 11.2332451 10.1414624 5.3513916 4.1341634 9.2489437 9.4837733 5.0790196 7.2551759 9.2342970 3.1341552 9.4424994 4.2384965 10.6304149 9.7281117 15.7704791 -0.1877072 3.2045477 10.8933828 9.5861956 10.2018636 10.8442780 9.6363955 7.9311730 3.3357976 11.0935828 9.8963763 14.5302299 6.9566352 9.8702240 NA 8.6748388 6.9971072 NA 8.9285761 9.6678794 10.6344047 4.4560899 6.4269423 NA 11.8218859 NA 12.7288582 11.2673026 10.3249727 NA 11.1741760 8.7009754 9.1970159 -1.1877072 9.9852847 12.8238090 10.5113709 9.5238993 12.9519435 10.2742232 10.5074606 8.8023361 8.2899907 9.6450432 7.5230389 10.7605995 1.9821448 13.2794557 -0.1877072 2.7191177 NA 3.8122312 12.4874175 11.4121451 11.7657012 9.4793438 10.0088343 9.3445882 -1.1877072 NA NA 7.7690728 11.8532907 9.1114404 0.3971458 9.2152442 10.8793304 5.5935928 6.0506366 TCGA-HE-7128 NA 0 NA NA kidney stage i t1 nx mx male NA NA NA NA kidney papillary renal cell carcinoma NA NA NA NA 1 1 3 1 1 1 2 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9.710324e-07 1.387189e-07 3.03030303030303 18.1818181818182 24.2424242424242 42.4242424242424 12.1212121212121 9.311247 9.151806 14.344994 11.025391 11.366304 7.971306 8.527255 -1.230736 10.325209 12.260409 11.474599 7.576537 9.205894 12.156661 8.654878 7.808101 10.508119 NA 13.979701 -0.230736 5.323770 11.238315 11.256196 10.912884 12.483750 9.771997 10.511492 9.219362 9.403993 10.730994 9.021848 11.072678 11.527822 10.369560 10.185980 15.191115 6.370136 0.00944910 0.00944910 0.35661000 0.27111000 0.35643000 0.35643000 0.34145000 -0.00166290 0.00944910 0.00944910 0.00110930 0.35512000 0.00110930 0.27111000 0.27111000 -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 0.000 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 8.1201212 11.5925494 12.3991079 6.2690275 4.6271632 9.3055654 9.8197111 0.3541136 8.0638028 4.0171113 7.0683903 3.4696255 10.4437761 3.6760755 9.2152316 6.7225644 2.4696255 7.5925497 9.3709530 15.5035369 7.1657874 11.9378543 7.1743235 7.8855262 5.1785712 10.7891203 1.7691793 6.1355041 8.1891426 11.9809184 10.4941223 3.2927376 9.0171096 9.1561225 10.4665842 8.3160765 2.0911243 9.2418731 6.9189288 1.7691793 7.7943216 9.4077538 9.9627075 1.0048968 12.0299268 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 9.346611 12.960935 9.028925 7.918929 10.083765 13.979701 7.983501 9.350383 12.452615 11.007288 9.170061 9.403993 12.743059 5.627163 8.367235 NA -1.230736 10.193348 6.582964 10.747850 10.373272 11.529070 10.967013 7.837960 10.133864 12.421691 11.194136 10.233728 10.746104 5.835272 6.944108 8.660966 11.518842 4.441610 7.248963 8.689535 5.780410 10.223481 5.918930 10.830891 8.532395 16.980429 7.763536 5.455682 10.861939 9.331425 9.116803 11.420907 10.516116 8.645699 5.323770 10.732078 8.934089 14.771602 7.382124 10.105131 NA 7.290194 9.785294 -0.230736 9.128932 9.574926 8.986861 7.918929 10.822769 NA 12.023177 4.413039 10.919881 10.463540 10.168460 -0.230736 11.095331 8.590956 8.993184 NA 10.551361 13.694598 11.238315 10.964247 12.452615 11.007288 9.733523 9.456558 7.296659 9.562558 9.170061 10.804325 7.976196 12.352500 1.576522 6.126733 5.627163 7.869844 11.913681 10.336188 11.018296 9.291764 10.787382 9.586965 1.576522 1.053111 NA 7.805850 10.700599 9.792937 1.576522 8.508963 11.295681 6.517375 10.253502 TCGA-HE-7129 NA 0 NA 2492 kidney stage ii t2 nx m0 male NA NA no NA kidney papillary renal cell carcinoma NA NA NA NA 2 4 2 2 2 2 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9.01673e-07 5.548757e-07 6.97674418604651 20.9302325581395 11.6279069767442 58.1395348837209 2.32558139534884 9.5518999 9.9002593 14.0313015 11.4469702 11.3532041 7.8617550 8.7837772 -2.0332742 10.5784234 13.2398223 11.3017693 9.2354794 8.4036491 10.7694537 7.3441476 7.5668502 10.0444208 NA 15.4640329 1.4263721 0.9669472 10.4667833 11.7090078 12.4502493 12.5170228 10.2704328 10.0490864 9.5386901 9.0383997 10.5804967 9.2190114 11.3452322 12.0002744 9.8330572 10.6712734 14.6356562 6.4653885 0.0023414 0.0023414 0.9065600 -0.0098042 1.5677000 1.5677000 0.8840800 -0.0081481 0.0023414 0.0023414 0.0023414 0.8801600 -0.0111830 -1.0029000 -0.0098042 -0.0154520 -0.0154520 0.0060422 -0.0120100 0.0000000 0.0000000 -0.0045552 -0.0045552 -0.0017870 0.9049400 -0.0438590 -0.0280320 -0.9700200 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 3.5518974 9.9470770 12.1353745 5.4747313 1.1368476 9.5502035 11.8574867 3.2148708 8.6948579 3.3244938 3.3592541 1.6673926 10.0190401 3.8976761 9.5747299 7.5264288 -1.0329790 4.1763946 8.3805654 9.8966323 8.2077289 11.9122898 6.2523400 8.4547776 6.8403814 7.6215735 0.9669472 7.0754620 8.2854804 7.5234436 10.7071398 0.7743338 8.6304954 6.9298336 10.2047449 2.9669288 0.7743338 9.2494468 5.0003606 4.6748504 7.6017485 8.9567717 10.2823701 3.2411995 12.0547665 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 9.5094856 13.4779487 9.0623344 3.8249206 9.4273933 15.4640329 8.4527667 10.1702854 11.8688413 10.5486088 4.2337270 9.0383997 13.0790510 4.4426715 8.1230205 -0.0331266 NA 8.9886114 7.0357152 10.7432738 9.8423027 11.6707329 11.9153959 1.4263721 9.5779622 12.7391488 11.3476690 10.0790511 10.2196028 6.6982560 3.1368640 9.0262819 7.6604245 5.4334836 7.6673770 8.4816513 2.6673699 10.0520778 6.9269388 10.4936812 9.4722528 12.9677737 1.6673926 6.9006277 11.0058564 9.9602296 9.5949271 11.1535159 10.1283843 8.8210265 1.8738132 10.4909893 9.5684390 15.1429547 6.1346563 10.2372327 -2.0332742 7.4551595 6.2243259 -0.4481149 9.3283329 9.9046790 9.1762811 3.8249206 5.6811822 -2.0332742 12.1876180 0.9669472 9.6211259 10.6760212 9.9178578 NA 11.6327174 9.1393649 9.3239395 -2.0332742 10.3884763 12.3115801 10.4667833 10.8029877 11.8688413 10.5486088 10.1327866 9.5908189 7.7268258 9.3398079 4.2337270 10.4325038 0.5518851 12.9820911 0.5518851 5.7742916 4.4426715 5.7284893 11.5149163 10.6809682 10.9229505 9.8943450 10.6078601 10.5832565 -1.0329790 -2.0332742 3.4263721 7.8294044 10.1085592 9.8346022 2.0543970 8.7474770 11.3287441 7.3222887 7.7117709 TCGA-HE-7130 NA 0 NA 1770 kidney stage iii t3 nx m0 female NA NA no NA kidney papillary renal cell carcinoma NA NA NA NA 1 6 3 3 5 3 1 3 3 2 0 0 0 0 0 0 0 0 4 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3.745411e-06 8.323135e-07 6.01503759398496 35.3383458646617 6.76691729323308 48.1203007518797 3.7593984962406 9.884305 7.765748 8.578076 10.862610 11.425018 8.767417 8.842643 2.180784 10.681960 14.612574 7.748954 14.613560 9.276476 8.506716 10.562569 5.697362 10.732387 -0.989077 9.998836 6.690342 2.010851 10.251652 11.896228 9.933445 9.672639 8.929724 11.494425 10.310641 9.830242 10.364008 8.870396 11.621886 12.472468 10.804464 9.857135 15.117751 7.050109 0.1197600 -0.2067200 0.7784900 -0.3287800 0.5301100 0.5301100 0.0000000 1.2644000 0.1197600 -0.2067200 -0.8836300 0.2019800 -0.3430800 1.5362000 -0.3287800 -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 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 -0.175 -0.295 0.223 0.223 -0.284 -0.284 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 -0.175 -0.295 0.223 0.223 -0.284 -0.284 1.541 1.247 -0.766 -0.766 0.146 0.530 0.000 0.000 -0.738 -0.738 0.233 0.056 7.39456559 5.73878135 7.99954570 6.75232846 1.33279385 8.75327158 7.39456559 0.59579007 10.32431097 6.98240497 2.81821658 0.01092303 11.91118819 3.91775635 11.44392475 6.68194254 2.18078439 3.91775635 9.20315392 10.29421568 8.07155675 13.38399803 7.36400767 8.55582536 5.83104117 12.03166737 1.33279385 -0.98907697 7.55001948 9.25878860 10.52211952 2.33279385 5.91775158 8.71476445 9.20807776 7.33278937 NA 10.48304415 1.33279385 -0.98907697 8.26824864 8.33407346 10.78523625 1.63143028 9.11938549 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 10.71086712 13.89665268 4.40317909 5.55002025 10.24986270 9.99883551 8.27764774 9.15679325 12.10576341 11.22548366 10.11807805 9.83024185 12.82414117 4.62556858 7.69385560 7.17576809 0.01092303 14.78922051 6.75232846 7.88670255 11.80953531 11.85340777 11.77012503 1.33279385 10.18641055 12.81165981 12.29119681 10.31749232 9.85791834 2.59581394 8.41174061 11.36262845 6.70434773 8.54879764 7.44965298 9.86884200 4.18078439 10.15742968 10.45949361 10.83143884 7.72510650 14.05025132 6.62557151 -0.98907697 11.42607460 10.44809286 8.16314597 11.88833686 11.90359354 8.73196012 5.88122656 10.58261367 8.19821321 12.69987616 7.94855822 10.57976716 NA 6.35346974 7.49870084 10.70826304 10.05183565 10.89273967 8.73707931 5.55002025 3.86884477 1.81819613 13.21099331 6.94159816 8.08232311 10.91436629 9.93789813 0.01092303 10.96977618 9.44653126 10.76324167 7.81176065 11.14239646 12.35376902 10.25165235 10.39780125 12.10576341 11.22548366 10.21787533 9.41706599 4.05525640 9.64841870 10.11807805 9.93344546 6.36841217 12.63119538 2.47030258 3.18078439 4.62556858 9.77904528 13.01780063 11.18641055 9.75064167 10.29452817 10.60285073 11.05080817 -0.98907697 3.23736486 3.33279385 8.00476148 10.28225399 10.46978018 0.59579007 6.27764820 11.89636673 6.27764820 7.22031448 TCGA-HE-A5NF 58 0 NA 2582 kidney stage i t1a nx NA male NA NA no NA kidney papillary renal cell carcinoma NA NA NA NA 3 1 3 4 3 1 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.699307e-06 3.81477e-07 5 11.6666666666667 16.6666666666667 45 21.6666666666667 8.855557 6.744526 14.134152 11.320322 10.535298 6.978414 8.176630 NA 10.537797 11.980865 10.823136 8.727109 9.183883 8.709479 8.068761 7.007560 9.667485 NA 13.085088 1.363732 5.270596 12.667675 11.933775 11.202383 12.146429 9.354281 9.523575 9.087081 8.254475 9.934825 8.667485 10.582065 11.567052 10.585291 10.425300 13.789881 6.118592 0.34551000 0.33087000 0.35692000 0.00000000 0.38237000 0.38237000 0.71754000 -0.00572340 0.34551000 0.33087000 0.33087000 0.35692000 0.00138680 0.00000000 0.00000000 -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 0.000 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 7.2865365 11.7113254 11.8924837 6.6367232 2.5860922 9.2515948 11.0314070 NA 7.6796082 3.6856375 6.7787421 NA 10.1417812 2.3637038 9.3101231 6.5072063 0.7787132 7.6179457 9.1559521 15.6122738 8.5402927 11.8004156 6.5469253 8.1450640 6.2865356 10.1006697 2.1006750 8.5402927 8.9284888 10.7168509 10.9759583 3.1006750 7.8176603 8.4964180 10.8780894 4.9486663 2.7787342 9.6273644 7.4791812 3.6856375 7.6367225 9.5273202 10.4458531 2.5142738 12.2890657 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 8.839437 12.802669 10.091624 6.221686 7.533629 13.085088 9.409919 8.874139 12.041717 10.020725 8.741638 8.254475 12.984840 6.153781 8.217533 NA NA 9.520209 6.721256 9.559937 10.4591011 11.5019759 11.0944573 7.0733618 9.4476265 11.9455323 10.3786545 11.4691761 9.9348246 5.5860952 6.6613848 8.0548658 9.0571911 4.6856318 7.9486668 9.0455282 5.5066622 9.6429277 1.7787553 10.1913114 8.8149150 16.0645772 4.7787395 5.2381716 10.3767940 9.0595124 9.1646040 10.6720431 9.7871703 8.2665818 4.8231379 10.9747288 9.3971270 13.9261055 7.0592341 10.2196107 NA 7.0954308 8.7899688 0.7787132 8.6613848 9.5877057 9.5780232 6.2216857 9.7197892 NA 11.6171576 0.7787132 11.5686827 10.8515441 10.0396611 -0.2212868 10.1285757 8.7983321 9.1274697 2.9486756 10.2855450 12.4639284 12.6676750 10.3333305 12.0417173 10.0207247 9.9080246 8.4895482 7.5925228 9.6620570 8.7416375 10.1318883 4.4791788 12.9758046 2.1006750 4.0266673 6.1537810 5.1006707 11.8049192 11.1992282 11.4414099 9.5485794 9.9636169 9.4297934 -0.2212868 0.7787132 NA 8.0421518 11.3449288 8.8608905 -0.2212868 8.0870804 11.4297933 6.4929876 7.4225980 TCGA-HE-A5NH 62 0 NA 791 kidney stage i t1a nx NA male NA NA no NA kidney papillary renal cell carcinoma NA NA NA NA 2 3 1 1 2 2 6 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1.872705e-06 4.508365e-07 8.69565217391304 18.8405797101449 14.4927536231884 27.536231884058 30.4347826086957 9.1464452 8.0460435 12.6400018 10.8718473 11.2121122 7.1423981 8.8221157 NA 10.5401091 13.3208535 10.7448158 9.6091795 8.9543775 11.0131787 8.5855282 7.2887166 9.9038749 NA 14.5011854 -0.3333343 3.4740206 10.9363761 11.7443219 11.6617255 12.0519882 10.0771164 9.4772367 9.9485950 8.4013745 10.4635158 9.3302231 10.5682862 11.6460902 10.7394676 10.3645014 14.6615046 7.2960214 0.00332990 0.00315700 0.00360760 0.00180300 0.80442000 0.80442000 0.76389000 -0.00802440 0.00332990 0.00332990 0.00315700 0.00360760 0.00138680 0.00180300 0.00180300 -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 0.000 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 5.6666657 9.1423984 12.3616757 5.5246467 2.4740206 9.1692979 11.7283737 1.9885938 8.2923736 2.8365907 4.0589831 4.8365907 9.9951716 4.7959487 8.9381282 7.3371090 -0.3333343 4.6208620 9.1033765 16.2116937 7.9287600 12.0691442 5.4215532 7.7488141 7.0929294 11.0509092 0.6666657 5.9885938 7.6666650 8.5735555 10.6525069 NA 8.9264084 6.9427889 10.3645014 3.9885938 0.6666657 9.0417043 6.4995557 5.2249316 7.4545674 9.2094841 10.2721445 1.5773926 12.6887675 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 8.9357918 13.2788424 9.7817087 2.9885938 7.9704459 14.5011854 8.1823651 9.2591220 12.0115157 10.6460902 6.2212546 8.4013745 12.9224313 5.5735563 8.6918046 NA -0.3333343 8.1464455 7.5184140 9.7169899 9.8465742 11.6194063 11.9131087 1.9885938 9.2739953 12.7217779 10.7901398 10.5160701 10.4707960 6.0417051 4.8365907 9.7869029 9.1444232 5.3671054 7.5974023 8.6208613 5.0242177 9.6806855 6.1096092 10.3748868 9.0087395 14.2670426 1.6666657 4.2516282 10.9357917 9.6792895 9.3688377 10.9543774 10.0471261 8.2813746 2.9885938 10.8918725 9.4365029 14.6771057 6.8683966 10.2832139 NA 7.6423413 6.9050692 -0.3333343 9.1784176 9.9193304 9.3843415 2.9885938 5.2813756 NA 12.0487486 1.9885938 10.1853181 10.7131070 9.6410796 NA 11.7124247 8.8712362 9.1704907 NA 9.9474358 12.2041261 10.9363761 10.1931642 12.0115157 10.6460902 10.0781760 8.9427895 7.8164122 9.8363521 6.2212546 10.1615205 NA 12.6462688 0.6666657 3.5735563 5.5735563 4.8365907 11.8996854 10.1403707 10.5974023 9.8049369 10.5323983 10.2450377 NA 1.8619951 NA 7.9971337 10.5715780 9.6047743 0.6666657 7.9612859 11.4651368 7.1342702 8.6610184 TCGA-HE-A5NI 73 0 NA 360 kidney stage i t1a nx m0 male NA NA no NA kidney papillary renal cell carcinoma 50 1961 NA NA 2 4 1 2 2 2 3 2 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 6 0 0 0 0 0 0 0 0 0 1.907385e-06 8.669932e-07 7.5 23.75 22.5 25 21.25 8.906622 5.158430 13.533504 11.768993 10.678066 5.858869 8.256462 NA 9.876106 12.964576 12.576809 10.081757 9.197348 11.098743 7.507157 7.906622 10.334602 NA 12.863630 1.158402 4.158426 12.275748 11.484859 11.180797 11.285779 10.704359 9.259092 10.102409 7.396834 10.005487 8.926614 10.820207 11.321450 10.358102 9.952845 14.115622 8.762056 0.75949000 0.75949000 0.80850000 -0.00926660 1.62960000 1.62960000 0.79878000 -0.00526100 0.75949000 0.75949000 0.75949000 0.80850000 0.00000000 0.00138680 -0.00926660 -0.00678130 -0.00678130 0.00055459 -0.00857660 -0.00981850 -0.00981850 -0.00885260 -0.00885260 -0.00027724 0.80986000 -0.06589900 -0.02753500 -0.02397700 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 5.7433911 11.8816637 11.3672734 6.0891676 4.4803556 9.3913300 11.6214428 5.0653181 7.6975883 3.8588662 5.8308536 0.1584663 9.5720573 4.0653224 9.3824310 5.4154409 1.1584017 6.1584299 9.6819914 15.1419040 9.5027252 10.5888819 7.5507468 7.5846942 7.7583425 9.6034442 6.8998958 8.8623330 8.4667682 9.5699403 11.4501757 1.1584017 6.5507468 8.6013730 11.0101784 4.9657843 NA 9.0410724 7.4530500 5.5799887 7.2352445 9.3180990 9.7053238 5.1237531 12.1451212 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 8.071319 13.066447 11.202824 5.713019 7.498280 12.863630 8.507158 7.308176 11.644762 10.011739 8.823765 7.396834 12.136782 6.202823 8.642245 1.158402 NA 9.132844 6.158430 8.652085 9.0592961 11.7606643 11.5841698 2.7433857 8.4016032 11.7606643 9.9802033 10.1082560 10.4541983 7.5593090 6.2877124 10.2379142 8.5378078 5.0164116 7.7130180 9.1299730 5.6502820 9.2082780 7.3283545 10.0101784 8.9976331 15.5241708 2.4803685 6.6819917 10.7639089 9.5741712 9.5846940 10.2164210 9.8965216 8.2405786 5.9397884 11.6701820 8.7508865 14.4379674 7.5654418 9.9944797 NA 7.7439175 7.7804814 NA 6.8308549 8.9397890 8.6178608 5.7130194 5.8022863 1.7433857 10.8863498 3.1584340 11.0418363 11.4205242 10.3763871 1.1584017 11.5555691 8.0226153 8.5291166 5.3678812 9.9315686 11.3727485 12.2757478 9.6760988 11.6447616 10.0117390 10.0334107 6.3872488 6.2028232 9.7962859 8.8237653 9.5378078 2.4803685 13.1694819 4.1584259 2.7433857 6.2028232 4.3283554 11.3739624 10.3043615 10.2760725 9.9960574 9.4298923 10.3568744 2.4803685 NA NA 8.1943279 12.1196258 7.3482537 0.1584663 7.3183006 12.0828707 6.9786087 9.5334687 TCGA-HE-A5NJ 58 0 NA 1726 kidney NA t1b nx m0 male NA NA no NA kidney papillary renal cell carcinoma 7 NA NA NA 4 4 1 3 2 2 5 3 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.768666e-06 5.548757e-07 17.6470588235294 30.8823529411765 8.82352941176471 25 17.6470588235294 9.117113 8.150961 12.844493 11.477481 11.140995 6.880379 8.277627 2.890427 10.089014 13.340613 11.166557 9.726132 9.637880 10.681958 7.188113 6.448429 10.543875 NA 15.388756 1.305445 2.305474 11.260636 11.571148 12.008509 11.758741 10.814586 9.080257 10.123520 7.905383 10.474560 9.246029 10.642349 11.860059 10.471215 10.223340 13.693398 8.815905 0.0059700 0.0059700 0.0023116 0.0012481 0.9733700 1.9616000 0.8940700 -0.0129890 0.0059700 0.0059700 0.0059700 -0.0051078 0.0022193 0.0012481 0.0012481 -0.0132640 0.0000000 -0.0019399 -0.0076101 -0.0024938 -0.0024938 -0.0123000 -0.0123000 -0.0168410 0.0649400 -0.0937990 -0.0492510 -0.0376260 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 0.850 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 0.850 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 3.5278585 10.6593523 11.7808661 6.8497904 2.3054745 9.4820093 11.3138990 4.8079731 8.4653419 6.0242886 3.1799409 2.3054745 9.7635352 6.0242886 9.6423489 7.2014996 NA 4.8904321 8.7120296 12.8616475 9.3129648 11.0797084 7.4619746 7.4886925 7.6805100 9.6453203 4.5278648 NA 7.1717192 8.5470565 10.5993252 2.3054745 8.3278382 8.5691307 10.7176874 6.0603587 -0.2794589 9.1572193 6.1128252 5.1799409 7.3858434 8.7296088 9.6482858 4.7809872 11.9805836 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 8.3315328 13.5372916 9.3840660 3.3054745 7.8954335 15.3887558 8.3679664 8.8778550 11.9669516 10.2043237 10.1085252 7.9053834 12.8557362 7.4753954 8.6659516 -0.2794589 NA 9.2596668 7.2203541 8.8552937 9.8613377 11.6884546 13.0783348 NA 8.5406868 12.4332498 11.1701724 9.7879422 10.6115320 6.8904333 3.8904370 8.8185400 9.0082202 6.1467733 6.6512455 8.5214077 4.5278648 9.8727928 7.7865970 10.3361375 9.2557832 13.5290699 0.7205411 6.4209472 11.3612048 9.8264164 8.6243897 10.3361375 10.1031320 8.6363872 5.8290326 10.5026871 9.1354679 14.5191822 7.8350310 10.1085252 NA 7.4651403 6.6862918 -0.2794589 8.6717926 9.4703774 8.5722568 3.3054745 2.7204974 NA 11.5298741 3.3054745 7.2518895 11.0857367 10.3643641 -0.2794589 11.8329474 8.6333971 8.9103324 -0.2794589 9.6512453 11.7109665 11.2606360 10.2450496 11.9669516 10.2043237 9.5612858 8.4381843 6.0242886 9.9516931 10.1085252 9.9743554 NA 12.8582996 3.3054745 5.9103321 7.4753954 4.7205083 11.7226197 9.5358912 10.1911668 9.8079707 10.2779716 11.2347288 NA NA 4.6747036 7.1494545 10.8851886 8.8316436 2.3054745 7.4209480 12.1891319 7.1467723 8.3964648 TCGA-HE-A5NK 82 0 NA 2228 kidney NA t1b nx m0 male NA NA no NA kidney papillary renal cell carcinoma 35 NA NA NA 1 1 1 3 5 3 4 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.664627e-06 7.282743e-07 8.45070422535211 23.943661971831 23.943661971831 29.5774647887324 14.0845070422535 8.5609033 3.8530874 12.1618934 11.0323298 10.7495175 5.2681199 7.8041743 NA 10.5084360 11.6440299 10.6783610 5.9461928 8.8945607 8.8739716 7.8530843 7.7599747 9.8334142 0.9462068 12.4616470 2.5311444 4.8530824 12.4053690 11.6599624 9.2476897 13.4337824 9.3385109 8.9987616 9.6379371 7.4300092 10.2188233 7.4618936 10.2545326 11.6935474 10.4804965 10.1470922 14.0303376 7.9685614 0.0086135 0.0071584 -0.0173600 0.4136200 -0.0011087 -0.0011087 0.0403260 -0.3927400 0.0071584 0.0071584 0.0071584 0.0082198 -0.1805500 0.4136200 0.4136200 -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 0.000 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 7.70774495 12.67538941 11.44952243 6.85308370 4.19411858 9.08791759 10.89966250 2.26813492 8.53115607 4.40562483 8.00688930 1.53116933 10.66900107 4.33850999 9.91917335 6.30901425 1.53116933 8.66043915 10.23621240 10.74385506 8.79481645 12.40639346 6.61861896 7.69438644 5.70108047 8.81963753 4.64663503 -0.05379317 7.92347368 11.41532659 11.59185199 1.94620683 8.72427065 10.24425607 10.51319897 5.03365646 5.19412252 8.97409963 2.75354036 4.40562483 8.32557171 10.23758296 10.29713271 3.43032542 11.56495071 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 9.0494813 12.8600179 8.7242707 6.0959413 6.5311553 12.4616470 9.1653620 6.5755498 13.2593600 10.3026455 4.9905873 7.4300092 12.1304491 8.0442258 4.8041723 0.9462068 NA 9.7127225 6.9348785 8.4803019 10.82577680 11.28158391 10.91341985 4.26811995 9.88430287 11.81347230 9.83949513 11.05210209 10.18101096 5.40562483 6.24997431 9.57190240 12.30264552 5.61861749 7.59004954 9.16051259 5.03365646 9.75032462 0.94620683 10.75515773 8.70441690 17.66236326 4.26811995 6.91197794 10.54331501 9.77591623 9.20122216 10.77353626 9.40767311 7.48535276 4.11611519 10.33851099 9.42799307 13.48329059 8.13428769 10.09974558 NA 7.29810474 9.60082967 NA 8.39740468 9.45001937 7.63269427 6.09594129 8.01765583 NA 10.84630565 -0.05379317 10.59993432 11.55352385 10.49019204 NA 10.15320785 7.96856139 9.19885900 2.53114437 9.83797729 12.32367523 12.40536899 9.75837081 13.25936003 10.30264555 10.41786876 7.52362233 7.05471826 10.15030009 4.99058733 9.89456072 4.11611519 13.04455469 -0.05379317 0.94620683 8.04422580 3.53115685 12.11141463 9.96439372 10.77433005 10.47171433 9.45200520 10.04554140 3.75355105 NA NA 8.64389081 10.78258327 7.37245852 1.53116933 7.74709330 11.18459830 5.87693189 9.29713271 TCGA-HE-A5NL 51 0 NA 767 kidney stage i t1a nx mx male NA NA no NA kidney papillary renal cell carcinoma NA NA NA NA 2 1 1 1 1 2 6 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 1.421869e-06 5.548757e-07 3.44827586206897 29.3103448275862 15.5172413793103 32.7586206896552 18.9655172413793 8.5724058 7.3637484 13.9567201 11.1721543 10.9370090 6.4769584 8.6784153 0.7490622 10.1456432 12.7126570 11.6081849 8.9339137 9.2804198 11.3554437 8.0844289 7.7205822 10.6116758 NA 13.2455178 1.7490193 4.6559299 10.3964969 11.3060234 11.8767104 12.1573682 9.7046884 9.8285232 9.9850526 8.1197260 10.2538574 9.2247718 10.9754506 11.5357165 10.6915529 10.5491294 14.3689718 7.1584289 0.01014600 0.01014600 0.63153000 -0.00235530 0.63664000 0.63664000 0.59836000 -0.00650500 0.01014600 0.01014600 0.01014600 0.62752000 0.00666530 -0.00235530 -0.00235530 -0.00830050 -0.00830050 0.00194180 -0.01225800 -0.00097017 -0.00097017 -0.01354000 -0.00318590 -0.00581400 0.62424000 -0.03490400 -0.03490400 -0.01725400 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 8.2804200 11.7616630 11.2048793 5.7934329 5.5563926 9.3923896 10.1857500 -0.2510236 7.5882424 2.7490408 7.5692176 3.3339961 10.1626664 3.4494821 9.4735523 6.7089238 1.7490193 6.7824610 8.5005826 15.0431508 9.2146047 11.4307161 6.6316820 7.8311875 6.7377233 10.5205279 2.7490408 7.5945284 8.5531696 10.1413559 11.1758273 2.3339961 7.5434541 8.2920703 10.7672386 4.6070166 3.5563926 8.8124334 6.7377233 6.0871064 7.5499386 8.8520113 9.9400976 4.3261634 12.5369145 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 8.7574670 13.4841713 10.5213530 6.6316820 7.3414957 13.2455178 8.1109823 8.0754679 11.9499370 10.1531156 8.2843138 8.1197260 12.5197023 5.4769584 8.5913888 0.7490622 -0.2510236 8.9363906 7.2959333 9.3545921 9.6679017 11.6147717 11.4602752 1.7490193 8.8258540 11.7924075 10.5418287 10.2468903 10.0321267 6.9189634 6.7490381 9.9351527 9.9487108 5.1065912 7.3414957 8.9139452 5.3637493 9.7810841 6.5039259 10.0777134 8.8860294 16.0843939 3.4494821 6.0344402 10.5921744 9.9239642 9.4249955 10.7426845 10.0123076 8.3188939 5.1065912 10.8318528 9.0637351 14.9710408 6.4446141 9.8575629 NA 7.7441275 8.5628198 NA 8.0888884 9.5385721 8.9536095 6.6316820 7.6974055 NA 11.5811373 1.7490193 11.1679451 10.8258541 10.5795536 -0.2510236 11.3108037 8.0709667 8.5467000 0.7490622 9.7560657 11.9739445 10.3964969 10.0911131 11.9499370 10.1531156 10.0251628 8.1626662 6.6316820 9.6966607 8.2843138 10.0754679 2.9189586 12.7874431 2.5564049 3.6559242 5.4769584 4.6070166 11.6985004 10.5442664 11.0419352 9.9437952 9.9425638 10.0944437 2.3339961 NA NA 8.2848583 11.7950983 8.4769588 NA 8.1584294 11.5759841 6.7263190 8.2607911 TCGA-IA-A40U 56 0 NA 511 kidney stage iii t3b n0 mx male 2011 NA no 90 kidney papillary renal cell carcinoma 10 1991 white not hispanic or latino 3 4 1 3 1 2 3 2 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 4 0 0 0 0 0 0 0 0 0 1.144431e-06 2.080784e-07 14.6341463414634 24.390243902439 9.75609756097561 26.8292682926829 24.390243902439 9.224508 5.014453 14.663656 10.885388 10.791369 5.606798 7.541872 -1.007812 10.837577 12.587811 10.082199 6.141833 8.962193 9.007502 7.409939 6.643139 9.997711 NA 12.751247 2.898982 3.577054 11.787518 12.267995 11.440978 11.867068 9.807470 8.542834 9.228101 6.928724 10.052783 8.320762 10.253006 11.569752 10.697287 9.994902 13.773447 7.559359 0.62432000 0.62970000 -0.00439010 0.00013863 -0.00304750 -0.00304750 0.65866000 -0.00484610 0.62432000 0.62970000 0.62970000 0.00194180 0.00458000 0.00013863 0.00013863 -0.00415460 -0.00415460 0.00000000 -0.00443120 -0.00771980 -0.00771980 -0.73486000 -0.73486000 -0.00290910 0.67683000 -0.02616700 -0.02616700 -0.00992810 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 6.699446136 12.279655033 11.268792915 5.418351888 3.850069292 9.404572146 9.646722860 1.314000384 7.606796788 4.162008574 5.650299284 5.314014891 10.064494212 2.992079543 9.272857659 6.992481812 2.451514458 6.384403873 8.891443795 13.119194592 8.755299213 11.401212648 7.558141331 10.615511201 6.753637961 10.216691544 0.577054132 5.220906453 8.846955210 9.333049772 11.753845889 -0.007956724 6.678587464 9.000515559 10.898601765 4.635945887 3.746979133 9.092749214 6.249475681 5.525339139 8.443297908 10.134672610 10.347988583 2.443633171 11.643654424 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 8.655645 13.804715 9.095375 4.946282 6.467821 12.751247 8.709763 7.706332 12.468200 9.910205 9.143104 6.928724 12.547755 5.720008 8.511723 2.162017 -1.007812 8.358409 7.105829 8.339265 10.4974023 10.7746756 11.4334750 2.1620166 8.4412357 11.7225570 9.5704595 11.1856123 9.7994419 5.9807725 5.8375775 10.2941546 11.2521243 4.3496413 8.0742362 9.9049763 4.6067975 9.0075019 6.3584086 10.1788202 9.3308232 15.7399652 3.8989822 7.7734465 10.6471704 9.7511428 9.7783566 10.7799895 8.3757910 8.6359430 4.8249766 10.9843172 8.4494677 14.5161082 7.7162255 10.3336058 NA 7.4302133 7.8218097 1.7994604 7.5581413 8.7602712 8.1213698 4.9462817 5.2209065 -1.0078117 10.8993531 3.8989822 10.9202352 11.2394211 9.9426428 0.9921158 10.6063366 8.3822557 9.4183517 2.9920795 10.2582878 11.6556450 11.7875178 8.9049763 12.4682002 9.9102048 10.1226574 7.0848445 6.9977113 9.3854345 9.1431036 9.9491890 2.8989822 13.2438652 1.5770541 2.6925165 5.7200075 3.9920886 12.6537537 11.0712383 11.3311018 9.9235631 9.9301962 10.1620120 1.7994604 NA NA 8.5941917 11.0027934 6.6785875 NA 8.7734465 11.4099394 6.2682117 7.5389812 TCGA-IA-A40X 49 0 NA 608 kidney stage i t1a nx mx female 2011 NA no 100 kidney papillary renal cell carcinoma NA NA black or african american not hispanic or latino 1 2 3 3 3 1 4 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7.629541e-07 1.387189e-07 14.2857142857143 21.4285714285714 21.4285714285714 25 17.8571428571429 8.8464620 7.1143951 14.8747916 11.0445712 10.4711119 7.0183482 9.1692731 0.9098115 10.2356916 12.0842817 10.3064288 11.5394084 8.1045809 9.7009869 7.9946323 7.7615732 10.0345916 NA 10.8896065 3.9542149 3.0797536 10.8534378 11.5762456 11.4545470 12.6095049 10.5459955 8.9349637 9.8331515 7.4136499 10.2345672 9.0365286 10.3830224 12.1719189 11.4333860 9.6024396 12.9017002 8.4556572 0.00458000 0.00458000 -0.00124730 0.78176000 -0.00277070 -0.00277070 0.01251600 0.00291330 0.00458000 0.00458000 0.00458000 -0.00124730 -0.00816240 -0.00290910 0.78176000 -0.00318590 -0.00470790 -0.00039790 -0.00369160 0.00055459 0.00055459 0.00319100 0.00319100 0.00694350 -0.87712000 0.01572700 0.01572700 0.00388540 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.78 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.78 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 6.6977266 10.3896043 11.0193283 5.3692571 3.9542149 10.2309404 13.2796258 11.7519779 8.8197170 2.4947740 6.0493759 2.2317396 10.3119780 4.8405589 10.1198866 6.3861246 NA 6.2496748 10.1217124 15.3146330 8.6613680 11.9425586 7.6613684 8.8449891 5.7553149 7.2227070 3.6647104 10.6089627 8.3465355 9.5998221 11.4180670 -0.0901885 6.9098235 9.5795950 10.7576644 5.7924676 4.3692571 9.0847497 8.5190028 3.6647104 8.0971762 9.2584306 10.4872529 3.7673052 12.8272838 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 9.067171 12.801987 8.401677 6.213604 7.028765 10.889606 8.977258 7.452856 13.257722 10.719994 8.340277 7.413650 11.890321 6.148228 7.637744 1.494774 -1.090189 9.227237 6.834637 8.945640 9.4910247 11.5824704 12.4491040 2.3692431 9.4929069 11.9765860 10.0784962 10.7674164 9.6993576 6.4016765 6.3692553 10.5631170 8.5608758 4.7678031 7.0183482 9.5733821 3.2317550 9.6453801 7.4333860 9.9175521 10.3522493 15.8330935 1.7171664 5.7678057 10.9919731 9.8091810 9.6006951 10.7627436 9.9335784 8.1217122 4.9972879 10.7705231 9.2477692 14.1236877 6.2862528 9.8842386 NA 8.4274541 7.1766110 -0.0901885 9.1045809 9.6713753 11.1745598 6.2136039 5.1577511 NA 11.8245829 1.9098115 11.3115036 11.8016078 10.8953103 -1.0901885 11.2629709 8.2651753 9.2249736 3.9542149 10.2096045 12.9181651 10.8534378 10.0137675 13.2577222 10.7199940 10.2946078 7.6546582 8.6496047 9.5936344 8.3402765 10.0300619 0.9098115 13.0094184 1.7171664 5.0391077 6.1482284 2.9972924 12.5315325 10.8368612 11.1934912 10.7712987 9.6402941 10.3154974 NA 5.6911824 NA 8.3315731 12.4434288 8.5428191 NA 9.3865702 10.8023668 6.4016765 8.4176188 TCGA-IA-A40Y 60 0 NA 62 kidney stage iii t3a n1 mx female 2011 NA no 90 kidney papillary renal cell carcinoma NA NA white not hispanic or latino 4 5 1 1 5 1 3 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.115464e-06 5.548757e-07 21.0526315789474 17.1052631578947 9.21052631578947 36.8421052631579 15.7894736842105 9.459707 3.784630 13.810462 10.418989 11.359226 5.964542 7.353007 2.784630 10.689267 11.734094 10.001378 9.615147 9.696773 8.612769 8.198260 6.715369 10.099215 -1.215245 13.418479 3.954559 3.428491 11.140534 12.437371 12.455399 12.467188 10.592389 8.704985 9.403935 7.767626 9.840592 8.893156 10.111062 11.850721 10.428488 11.463012 13.090409 7.215084 0.907540 0.351200 0.496140 0.404900 0.425810 0.425810 0.602860 -0.540170 0.351200 0.351200 0.351200 -0.548540 -0.560040 1.122700 0.404900 0.040468 -0.594390 -1.292900 0.000000 -0.415860 -0.415860 -0.554770 -0.543400 -1.097000 0.484400 -0.122260 -0.463760 -0.539260 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 5.244065 11.196673 10.274982 6.552817 4.142185 9.508702 10.862783 5.974456 9.423068 3.369592 5.498876 -1.215245 9.962052 6.934380 10.019450 7.113262 NA 6.585532 9.995303 8.848566 8.767626 11.149587 6.856094 9.023037 5.994086 9.922904 NA 1.369606 8.426684 8.998951 11.241500 1.106549 7.842624 8.027806 10.477683 3.738833 -1.215245 10.456173 3.176945 5.526100 8.200374 10.399742 10.541188 3.588373 10.756344 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 9.7782781 14.1903386 10.1520467 3.9940818 7.5057314 13.4184787 9.0325596 7.9190582 13.7284288 10.6615326 9.2664314 7.7676257 12.2528742 7.7417339 6.9545569 -0.2154123 NA 10.0607564 7.9445036 9.2376866 10.2255012 11.2779871 11.1062783 1.1065493 9.2573228 11.3167444 10.2306814 11.2324901 9.8338000 7.2358429 4.5125556 11.2568151 11.4915597 6.6538869 8.8166778 9.2583378 6.1769490 8.7944607 4.5125556 10.1585847 9.0074268 14.5521182 1.1065493 3.0325593 10.6488182 9.7775703 9.1574970 11.1214175 9.3667740 10.5172234 3.9139138 11.9997100 8.8574346 12.2271868 8.3279927 10.9032487 -1.2152448 7.0226541 6.2108973 3.5919905 8.3295963 9.7547379 7.0884130 3.9940818 3.6915230 -1.2152448 11.3763881 -1.2152448 8.7460816 11.3230635 10.0878420 NA 10.1748010 9.4641122 10.7522186 0.7846715 10.7131504 11.3702988 11.1405337 10.5507468 13.7284288 10.6615326 10.5416052 7.2844780 6.5594184 9.1234352 9.2664314 10.1710334 -1.2152448 12.6970536 1.7846296 1.9545686 7.7417339 4.4284908 11.8293676 9.9756912 10.3320086 9.8892308 10.3582792 10.9922565 NA NA 0.3696061 8.4073612 10.5336801 7.8317557 1.9545686 7.9670262 11.8763980 4.9545593 7.0700340 TCGA-IA-A83S 81 1 2609 NA kidney NA tx nx mx male 2003 NA NA NA kidney papillary renal cell carcinoma 65 NA white not hispanic or latino 1 1 NA NA 3 1 5 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 2.809058e-06 8.669932e-07 6.48148148148148 21.2962962962963 22.2222222222222 28.7037037037037 21.2962962962963 8.5836932 5.9045491 14.5429383 11.0416613 10.9253297 6.8609591 9.3839205 0.5122775 10.2654474 12.2346113 11.9139102 8.9899891 9.1846559 10.5607175 8.1269403 7.1121434 9.8587444 NA 13.2618907 2.6821463 4.0357910 10.8526372 12.1554105 11.5030438 12.2279782 9.9889769 9.3733176 9.2350382 8.2435496 10.3074587 9.1578890 10.4591370 11.5826871 11.0025802 10.2637747 13.6210002 7.5671880 0.00597000 0.00597000 0.48992000 -0.00221680 0.04641700 0.04641700 0.05309400 -0.00097017 0.00597000 0.00597000 0.00597000 0.48992000 -0.00415460 -0.00221680 -0.00221680 -0.00581400 -0.00373950 -0.00387790 -0.00498440 0.00000000 0.00000000 -0.00346270 -0.00346270 -0.00124730 0.48285000 0.00513590 -0.00171180 -0.00110870 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 6.156087 12.410832 12.365930 5.293591 3.682158 9.422349 9.555258 1.512227 7.811439 3.834155 5.394874 4.419121 10.277268 5.066821 9.191711 6.716607 NA 5.267120 10.268787 14.120717 8.008086 12.241851 6.750636 9.935347 6.141588 11.522059 1.097206 8.209198 8.767259 9.510821 11.475127 1.512227 6.578320 7.517855 10.617484 5.419121 5.126940 8.480898 7.141587 4.960804 7.934295 9.495638 10.106555 1.097206 11.710485 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 9.5742768 13.2135372 9.3435380 5.3948742 8.3733176 13.2618907 8.9405908 7.7168016 13.1567630 9.8217070 8.3098924 8.2435496 12.4204357 5.7216844 8.1881878 -0.4878237 NA 8.5009156 6.4895108 8.8813263 10.4062906 11.7461499 11.4392679 2.5122269 8.6995829 11.8916091 10.0677785 11.0687368 9.1214094 5.7216844 5.6415142 9.7470481 9.7719740 4.8549282 6.9384952 9.7743255 5.8520813 8.9363971 7.4310939 10.4318390 9.6670487 15.8870834 5.1269398 5.7976330 10.6049878 9.2870176 9.3163616 10.8774595 9.0896594 6.9216220 4.5996927 10.0629774 8.7972630 14.4999832 9.0857831 10.0600891 NA 8.1989763 7.7313991 -0.4878237 8.1560871 9.8045523 9.2903078 5.3948742 6.1269398 NA 11.4047735 4.4664248 11.7816496 11.1846560 10.5756257 -0.4878237 10.5943798 8.5538900 8.8609588 NA 9.2004811 12.1697725 10.8526372 9.6194479 13.1567630 9.8217070 10.2629377 7.7265499 7.1704419 9.6416038 8.3098924 10.1241777 4.5996927 13.2379165 2.9716631 2.3195890 5.7216844 3.5122269 13.1248689 11.2545401 11.4078060 9.6821558 9.6010190 9.6142063 1.5122269 2.9716631 NA 8.9938283 10.8842523 8.2333297 NA 9.1452258 11.2384489 6.5122300 8.5094100 TCGA-IA-A83T 80 1 2684 NA kidney NA tx nx mx male 2005 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 1 1 NA NA 1 1 1 1 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 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.179111e-06 5.201959e-07 7.84313725490196 27.4509803921569 17.6470588235294 41.1764705882353 5.88235294117647 7.868679 5.452075 12.156229 11.111403 9.784003 5.825753 8.127065 NA 9.163090 13.325812 11.797951 8.713801 7.919467 10.987856 7.552027 6.704616 9.005328 -1.393274 12.975908 -1.393274 5.981624 10.810544 10.397238 11.247507 11.944484 9.264795 8.588151 8.112395 6.243208 10.349735 8.985962 9.245925 11.863382 11.380341 11.006396 14.882290 7.126653 0.00652620 0.00245650 -0.00111990 0.00166420 0.51594000 0.51594000 0.48509000 0.00069327 0.00652620 0.00652620 0.00245650 0.00180300 0.00000000 0.00319100 0.00166420 -0.00387790 -0.00387790 0.00750000 -0.01100000 -0.00013862 -0.00013862 0.00027728 0.00027728 -0.00277070 -0.03791900 -0.03190500 -0.03190500 -0.01780300 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 6.7046161 12.9037150 12.5630507 7.6150123 3.5607761 9.5146010 10.5002646 NA 8.2522420 4.1915469 7.0536674 4.9641352 9.8348433 3.2504462 9.6261744 6.8000107 0.1915627 8.0680635 8.5149763 16.0283834 8.6386296 12.0127888 5.9012048 9.4738626 6.6618664 8.9870448 1.1915627 8.2736954 8.6833993 11.3687582 11.5649553 0.1915627 9.7808853 9.3052884 10.4846347 6.5194727 NA 8.4378910 6.5895777 3.6940444 8.5312625 8.0237399 10.7852487 2.5626454 12.1626347 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 8.626174 13.530700 8.141859 5.882709 5.863971 12.975908 7.844989 7.820903 11.914638 10.161173 8.796408 6.243208 12.441549 5.537321 8.748691 NA NA 7.172638 6.313942 8.679989 9.2513413 12.0500454 11.2873828 7.7384409 7.0701081 11.8181680 10.8488648 10.9259737 8.8221167 7.1262202 6.4892266 10.1534783 8.2576353 3.6065844 7.9330131 9.4066748 6.1143774 9.3242602 7.3846612 10.0726603 8.9171966 17.4116979 6.0984364 6.1143774 10.9103646 10.1906067 7.8663269 11.2526925 9.0782589 8.9816232 3.9641398 10.2004417 9.8818761 14.5614390 7.8957728 9.5291682 -1.3932735 7.0815473 9.1602131 NA 8.5924256 8.7410102 8.2027737 5.8827091 9.6632215 NA 8.9069363 -1.3932735 11.0283856 11.7659822 10.9789048 0.1915627 10.2166858 7.5520273 9.1173480 0.9285030 9.4552068 12.4220672 10.8105435 8.8378048 11.9146384 10.1611727 10.6431008 7.7098717 5.7461354 10.0268178 8.7964083 8.1934233 6.0412123 13.2470547 1.4139190 1.7765252 5.5373209 3.0660203 13.0441408 10.4434232 10.6790514 10.8080952 9.4699958 10.3989675 1.6065844 0.6065370 NA 9.2104790 11.6707253 6.0244372 NA 8.4815649 10.4941853 6.4707695 7.3813708 TCGA-IA-A83V 63 1 2941 NA kidney stage i t1b nx mx male 2002 NA NA NA kidney papillary renal cell carcinoma 40 NA white not hispanic or latino 1 1 1 3 1 1 5 3 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9.363527e-07 4.855162e-07 6.52173913043478 21.7391304347826 32.6086956521739 26.0869565217391 13.0434782608696 8.2707494 6.1305726 13.1637115 11.2403757 10.4227525 6.3985043 8.5442099 0.5158134 9.5697878 12.9380581 12.1911574 8.7943112 8.0550204 10.3992688 7.7732500 7.1008242 9.0374624 NA 12.5458392 2.5158638 6.8287445 10.6782532 10.9299128 11.9745248 12.4114372 9.2922949 8.9442221 8.3037643 6.9996776 10.4235037 9.1882872 9.7143068 11.5006363 10.8794491 10.8162144 14.7705953 7.5736373 0.0066653 0.0066653 0.0013868 0.0000000 0.4681000 0.4782100 0.4468100 -0.0056757 0.0066653 0.0066653 0.0066653 0.0013868 0.0053880 0.0000000 0.0000000 0.0016642 0.0016642 -0.0058140 -0.0099565 -0.0022168 -0.0022168 -0.0045695 -0.0045695 -0.0088526 0.4503700 -0.0525310 -0.0246610 -0.0342230 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 7.303764 13.082986 12.589836 7.093291 2.975300 9.493557 10.414463 1.515864 8.015708 3.216300 7.367611 4.515864 10.105513 3.422758 10.114845 7.284377 1.100843 7.093291 10.091401 13.971960 9.389306 12.222790 6.348751 9.247181 7.230107 9.576558 1.515864 9.015708 8.698256 10.884368 11.405746 3.100826 8.780305 8.568430 11.176749 7.730181 3.603324 8.780305 5.422751 5.126147 8.223221 9.076328 10.566391 2.233949 11.865066 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 9.121341 13.589752 8.560256 6.581951 7.070451 12.545839 8.504547 7.725315 12.278452 10.023657 10.631556 6.999678 12.736240 4.837792 8.470058 1.100843 NA 8.323217 6.538229 8.638690 9.8512523 11.9839768 11.1975395 4.3232187 7.8557119 12.0513803 10.2471809 10.9991738 9.6541337 6.1008242 6.5045473 9.5575209 8.0077152 4.0869281 7.2301069 9.5270891 4.8377919 9.1882872 6.3360405 10.4495525 9.3784993 17.1037053 6.6348023 7.1597180 10.8860043 9.6945268 8.6451450 11.1909368 9.3135234 7.4758639 6.0704516 10.1588160 9.5779080 14.0912238 7.9865617 9.7106188 -0.4841866 7.4967443 9.0016911 NA 8.5354527 9.1953419 9.3222664 6.5819507 8.6217702 NA 9.6335050 4.5158638 11.9368747 11.6023298 10.7198216 -0.4841866 10.5772331 7.8422913 9.0016911 1.1008431 9.6086191 12.3986959 10.6782532 9.3360408 12.2784515 10.0236565 10.6719450 8.0781044 6.8377894 10.2791489 10.6315558 8.9752934 6.2707494 13.3021315 2.3232259 4.4227510 4.8377919 3.4227578 12.8501352 10.6643385 10.8417294 10.4794805 9.6230789 10.1542978 1.5158638 4.6451425 NA 9.0380314 12.1285899 6.7732500 1.8377818 9.1561068 10.8389166 6.3985043 8.4642292 TCGA-IA-A83W 70 1 2043 NA kidney stage i t1 n0 m0 male 2003 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 1 3 1 3 1 2 6 1 3 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 1.144431e-06 4.161568e-07 6.66666666666667 28.8888888888889 40 6.66666666666667 17.7777777777778 8.8959796 7.6268895 13.4799622 10.9479073 11.1663911 6.4270748 8.8793612 -0.6815385 10.4796827 13.0484901 11.6592354 10.2588643 9.2595983 11.6807685 8.2194173 7.6716974 10.1347345 -0.6815385 13.9294602 1.9035011 4.1765302 10.9447161 11.1372607 11.5838727 11.8013587 10.1427139 9.4972156 10.4060136 8.7448153 11.1916103 9.0259100 10.5664782 11.8083987 10.6342664 9.4708356 15.0564054 9.0481716 0.00041593 0.00041593 0.71886000 -0.00595220 -0.00310230 -0.00310230 0.01419000 -0.00277070 0.00041593 0.00041593 0.00208530 -0.00968060 0.00819590 0.02777800 -0.00595220 -0.01037000 -0.01037000 0.00471900 -0.00249380 -0.00509050 -0.00509050 0.00583090 0.00583090 -0.00332430 0.01754400 0.01740400 0.01740400 0.02511000 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 7.6177591 11.7516145 12.0460458 6.5377185 4.4478370 9.0829910 10.8119058 4.0189902 8.7779825 5.7108670 6.3629450 4.6404763 10.0299854 4.1765302 9.5865079 7.3116593 -0.6815385 7.3629450 9.3339657 12.5100187 9.5413456 11.7041435 7.3629450 8.6131714 6.4478337 11.3738332 4.1765302 3.9035107 7.5993215 10.3677187 11.0072382 1.3185772 8.3574698 9.0999106 10.5304390 8.0801017 -0.6815385 9.0224544 4.6761038 7.6530923 8.1419181 9.7884063 10.0633846 3.6810219 12.3080534 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 9.0430645 13.0922051 9.9304977 6.4478337 8.3792467 13.9294602 8.7738780 8.2843351 12.6987412 10.5461667 9.1827370 8.7448153 12.2988689 6.4581014 8.4809420 3.6404821 -0.6815385 9.0327962 7.4374916 9.5893015 9.3423052 11.4806273 12.3795843 2.1259155 9.0224544 12.7385109 10.8134063 10.4878495 10.7630480 6.2843346 6.4374924 9.8893552 11.4590610 5.5853382 7.8104039 9.2103346 5.2254408 9.5437582 7.0999106 10.4491213 9.0172555 15.9679192 7.4884756 7.8731395 11.3721373 10.0250468 8.5946751 11.4439642 10.5377193 8.8183965 5.6761038 11.0050513 8.4492242 14.2569358 8.8126461 10.2141260 NA 8.1698003 8.6291635 1.3185772 8.6584007 9.7130134 8.6599139 6.4478337 7.4632088 0.3185772 11.7316497 1.9035011 10.8596474 11.3294284 10.5876774 -0.6815385 11.6995528 8.4322930 9.1996647 0.3185772 9.8053858 11.7851371 10.9447161 10.2141260 12.6987412 10.5461667 10.4536187 8.6494674 5.9909753 10.2412392 9.1827370 10.4884757 7.6584007 13.1184394 2.6404821 4.4884764 6.4581014 5.4060128 12.2394618 10.2126106 10.4257678 10.3402248 10.0541068 10.2908126 -0.6815385 0.9035011 -0.6815385 8.4770596 11.9758066 9.2712919 3.2254446 7.2900944 12.0220218 7.2843346 8.3072354 TCGA-IZ-8195 82 0 NA 677 kidney stage ii t2a nx mx male 2012 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 4 5 1 4 5 1 5 3 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.699307e-06 5.548757e-07 12.1212121212121 18.1818181818182 27.2727272727273 19.6969696969697 22.7272727272727 9.2185199 8.1373237 14.9004339 11.1546831 11.0211503 7.1403574 9.2653809 NA 10.3243580 12.4287102 9.7982092 9.7192457 8.3952873 6.0657188 8.0847436 6.9390267 9.6303237 -0.7543826 13.5204277 1.2455565 2.2455261 11.6670789 11.9309305 12.5352708 12.0456310 10.1433855 9.0941630 8.8803510 7.7924344 10.4167168 9.1220569 10.3475157 11.5178782 11.0953360 9.9197323 13.3415139 6.3229971 0.0080567 0.0080567 0.0087528 0.0000000 -0.0063668 -0.0063668 0.6610600 -0.0163490 0.0080567 0.0080567 0.0080567 0.0087528 0.0230050 0.0000000 0.0000000 0.0062481 0.0062481 -0.0117490 -0.0271350 -0.0160170 -0.0160170 -0.0092666 -0.0230620 -0.0346310 0.6658600 -0.0630320 -0.0630320 -0.0607480 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 3.0529027 11.8137337 11.1784929 8.1584294 -0.7543826 9.2890185 11.2231777 6.4054121 8.7982090 4.3330015 5.3952856 1.5674481 9.6151374 5.4353652 8.9580669 7.1708865 1.5674481 4.4549918 9.7924345 16.7064518 8.4353644 12.1256975 6.9802493 10.0577174 5.6205805 5.6884825 0.2454957 7.7612401 8.9819420 8.5764568 11.3409371 1.5674481 8.3773971 7.7453859 10.8144462 4.1035228 NA 8.8767171 6.7373934 3.4934680 8.9108759 10.1251462 10.4297956 1.2382977 11.5415241 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 9.3170024 13.2390092 10.5216644 1.2455565 7.5447481 13.5204277 8.7769215 9.2242504 12.9569919 10.2434251 7.8229691 7.7924344 13.4597832 5.5123280 7.4982054 1.2455565 -0.7543826 6.9937332 6.8893957 9.5075291 9.8125454 10.9468465 11.4809560 0.2454957 9.2871992 12.1064330 10.3316762 10.8625483 9.9144250 5.9597864 4.6718029 8.3514486 7.0399554 5.7181890 7.2623486 9.3696612 3.3330086 9.0383303 1.8304987 10.3638323 10.2630444 13.3734538 1.2455565 5.7373920 10.6080318 9.3396178 8.6335573 10.8082595 9.1081773 8.8134962 4.7690999 10.7866366 9.4622374 14.0912751 6.5122332 10.3283544 NA 7.9335803 6.6118629 NA 8.4598590 9.7739942 10.1873213 1.2455565 4.8893957 -0.7543826 12.1670091 0.8304987 10.8620888 11.0452264 10.1350440 -0.7543826 10.5964792 9.0673139 9.4316543 NA 10.1403578 12.5325309 11.6670789 10.1304737 12.9569919 10.2434251 10.0855311 8.5898358 8.0528951 8.2361262 7.8229691 10.3683680 NA 13.4828247 3.0529027 1.2455565 5.5123280 3.9459822 12.5461786 11.7052278 11.5332524 10.3069112 10.3844518 10.5618216 NA 4.5674664 NA 7.5436482 10.7869126 8.8839760 NA 8.7769215 11.3223556 7.7131459 8.0137241 TCGA-IZ-8196 50 0 NA 649 kidney stage i t1a nx mx male 2012 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 2 3 2 2 2 2 5 3 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 1.976745e-06 7.976338e-07 10 21.25 21.25 21.25 26.25 10.030822 8.816098 13.284471 10.828705 11.712630 8.518207 8.874059 -1.145286 10.797530 13.543609 10.420227 10.649471 9.133098 10.946415 9.018298 7.078650 10.704054 NA 15.342755 -1.145286 3.176578 10.866924 11.880321 12.333292 11.857815 9.921411 10.156145 10.493085 9.175449 10.772021 9.476700 11.146683 11.711074 10.604937 9.651499 15.069992 6.871680 0.00736090 0.00736090 0.00583090 -0.00152430 1.58760000 1.58760000 0.78563000 -0.00484610 0.00736090 0.00736090 0.00736090 0.00583090 0.00055459 -0.00152430 -0.00152430 -0.00581400 -0.00581400 0.00138680 -0.00816240 -0.00519680 -0.00519680 0.00319100 -0.00304750 0.00597000 -0.00622860 -0.07080400 -0.02999400 -0.01904000 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 3.8088484 5.6620032 12.3712105 6.2296879 2.3140874 9.3866928 11.9927604 5.9421110 9.0469415 4.0245768 0.8546340 3.9839330 10.1318604 5.4396098 9.1515648 7.3760524 -0.1452862 3.4985062 4.1025742 15.3877266 8.0543210 11.8365726 6.2975913 8.4015430 6.8825550 8.9579364 3.3140874 0.4395699 7.2597903 8.6668258 10.1167434 4.6095363 9.7403449 8.3303823 10.2576607 4.4092348 1.4396231 9.3664013 4.7126288 5.2982551 7.4767000 9.0998803 9.8225954 3.5071350 12.8750826 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 9.355491 13.868756 9.249111 3.439610 9.867273 15.342755 8.366401 10.328354 11.793126 11.203930 9.555088 9.175449 13.359095 5.194497 8.496700 NA -1.145286 10.126695 7.632726 10.500825 10.1196775 11.5844818 11.8634274 -0.1452862 9.9832874 13.4728620 11.5170945 10.1463949 11.2332144 6.2296879 3.4985062 9.3996131 8.0069336 5.6095363 7.7555152 8.4226047 3.5550922 10.5301647 6.3140802 10.3404779 9.0930533 13.2524569 NA 3.7126288 10.9703426 9.5385205 8.7540056 11.2568613 10.7694074 9.0056652 4.8088432 11.5902046 9.1481204 15.1298820 7.3614122 10.6462186 -1.1452862 7.9274242 7.0494053 NA 9.4849157 9.8873832 9.3279790 3.4396098 3.6095304 NA 12.6160960 3.6095304 9.4424262 10.0894661 9.1833235 -1.1452862 12.3698557 9.1365787 9.6384654 NA 10.6579726 12.2978512 10.8669240 11.5007572 11.7931256 11.2039299 9.8532391 9.7095171 7.4985046 9.4617107 9.5550883 10.6720321 -1.1452862 12.4080379 1.6620232 3.9839330 5.1944969 6.7188342 11.8330016 10.1202637 10.7277082 9.2703904 11.0195556 10.3908958 NA NA NA 7.3768382 10.7600845 10.4985048 0.8546340 7.7219276 11.8356807 7.7494666 9.0555471 TCGA-IZ-A6M8 69 0 NA 497 kidney stage i t1a nx mx male 2013 NA no NA kidney papillary renal cell carcinoma 15 NA black or african american not hispanic or latino 4 1 3 4 1 1 1 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.005712e-06 5.201959e-07 8.88888888888889 20 11.1111111111111 28.8888888888889 31.1111111111111 7.83540747 4.50708422 13.65154203 11.12080959 9.84811838 6.58508422 9.00337342 NA 9.53977008 12.68588465 12.77812944 7.93706951 7.74314870 10.32413621 5.78341213 5.87321031 8.50306842 NA 13.50895877 0.01521209 5.35507971 11.00604144 10.80801871 11.75057284 11.58318448 8.79330547 8.42036997 8.15988647 6.53092753 10.06507693 8.63910986 8.82419249 11.87650920 11.32129007 10.45402029 13.21566727 6.62802260 7.5411e-04 8.8920e-03 6.9435e-03 6.5262e-03 7.2187e-01 7.2187e-01 6.7178e-01 -3.8572e-02 8.8920e-03 8.8920e-03 -1.5054e-02 -1.2512e-02 -5.1977e-05 -2.3620e-02 6.5262e-03 4.1593e-04 4.1593e-04 -1.6429e-02 -1.7312e-02 4.7190e-03 -1.4775e-02 -1.1473e-02 -1.1473e-02 -2.6277e-02 6.7307e-01 -6.5447e-02 -6.2763e-02 -7.0670e-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 5.9810124 13.1097185 11.4995478 6.5621233 2.1851688 9.2448764 10.4550593 -0.9847879 7.1547796 2.6001984 6.6445846 2.6001984 9.4763805 2.0152121 9.7684452 6.5375353 3.1851529 6.3727798 10.1994839 15.5799248 8.9085298 12.5055779 5.7834121 10.6491318 5.9221193 8.9982220 NA 9.9130739 10.0725433 9.5140777 12.8310119 NA 7.0152288 7.1026917 10.7126304 5.0375975 NA 8.2124453 9.0264557 3.8732128 8.3989326 8.6205783 10.8669774 1.4428108 11.4934697 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 8.8496994 13.9308277 9.0960460 3.9221217 6.2726167 13.5089588 8.2607813 8.3303778 12.4379502 9.4118332 7.1079860 6.5309275 12.2222427 5.1445114 7.8225836 -0.9847879 NA 8.0375964 6.4075465 7.4956144 9.59642888 11.77761044 10.95076183 3.53878645 7.33264081 10.84732722 9.42567980 11.45739437 8.07321988 5.33715802 3.65907970 9.97595441 8.58887576 4.18515295 6.60768539 9.71045674 3.87321277 8.03203691 7.62625295 10.22041074 9.52401351 16.20739596 2.92212171 4.10269172 10.25542343 9.56981726 9.23439689 10.35841407 8.15988647 8.88250703 3.40754310 9.69910027 9.96067228 14.66448456 8.19386831 9.32470464 0.60017459 7.69622061 7.84811838 2.82258740 6.76342087 8.88096157 9.36395644 3.92212171 7.91609502 8.28902383 9.88867248 NA 11.81126799 12.19327071 10.56067560 NA 9.91684951 7.62625295 9.00249241 -0.98478791 9.19886367 11.79063289 11.00604144 9.09337927 12.43795021 9.41183318 11.10335411 6.77677911 6.72258761 9.75359100 7.10798596 8.37278019 1.33714018 13.56549420 NA 0.01521209 5.14451142 3.01522993 13.02697978 11.67767424 11.03724932 10.89059382 8.35061879 10.16814696 NA 0.01521209 NA 9.97198204 12.07261435 6.67344053 -0.98478791 9.25124261 10.22041074 5.92211934 9.37826797 TCGA-IZ-A6M9 63 0 NA 376 kidney stage i t1a nx mx male 2013 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 4 4 NA NA 1 2 1 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 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.213791e-06 3.81477e-07 4.25531914893617 25.531914893617 10.6382978723404 21.2765957446809 38.2978723404255 7.963643 4.683943 13.657866 11.411078 10.724971 5.568467 7.945851 NA 9.803683 13.599823 12.305291 7.259628 8.645282 11.973076 6.841485 6.972188 8.963643 NA 13.584926 2.153416 4.475357 11.497231 10.470650 11.195088 11.867292 9.384383 8.806871 9.800487 6.287284 10.101796 8.411864 9.585274 11.754374 10.546223 9.920142 14.678542 8.892857 0.0079175 0.0079175 0.0044411 0.0061090 0.8615600 0.8615600 0.8042200 -0.0154660 0.0079175 0.0079175 0.0079175 -0.0103120 0.0193630 0.0061090 0.0061090 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 0.000 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 4.65592994 13.88799719 11.51098070 6.50706518 5.13325115 8.91834449 10.72159593 5.25029084 7.14841048 3.84148006 7.38864504 4.07096457 9.73359923 2.56846996 9.78197551 7.01874321 0.98353178 6.86614638 9.79808617 11.38624928 10.25555018 11.59291332 6.93187094 8.45923692 8.02516282 9.38758075 3.50707153 0.98353178 9.12049477 9.54383649 12.10988552 1.79085543 7.51488523 7.97218831 11.12017443 5.04959156 -0.01654119 8.63096200 6.50706518 6.39034611 8.60372351 9.40601001 10.02653091 5.51426116 12.30971405 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 7.41395620 13.68616338 7.28728482 4.86614638 6.74505443 13.58492628 7.73839090 7.41395620 11.67981922 9.35745633 7.23616922 6.28728389 12.24309985 5.64171653 8.52460048 -1.01654119 -1.01654119 8.74006001 7.44293520 8.01093981 9.34873258 11.22727274 11.69280295 3.98350441 7.95217046 11.19265240 9.77303731 10.19417498 9.09202821 6.58341679 4.73838955 10.02994561 10.22369875 2.89038832 7.47134356 9.15967686 4.71142332 8.46530315 7.39713125 10.57362286 9.34435073 15.08244045 2.79085543 8.11792979 10.75499311 10.04217194 8.51877903 10.48235290 9.37474717 8.50510412 4.23143241 9.81718450 9.44109998 14.89975638 8.40392722 9.68913611 -1.01654119 6.87224639 7.47134356 4.34105353 5.89039319 8.79246789 8.99473103 4.86614638 6.15342840 8.78763456 11.23113458 2.89038832 10.76116998 12.34681714 10.30599525 -1.01654119 11.46757132 7.35854308 8.65061523 NA 9.16589812 11.12209546 11.49723127 9.93915354 11.67981922 9.35745633 11.03335224 6.07096672 6.69086263 10.01042125 7.23616922 8.77954340 1.30544528 13.43026392 2.44294350 1.79085543 5.64171653 1.79085543 12.40569989 10.15280237 9.62735988 10.88663237 8.64528195 10.36828742 NA -0.01654119 NA 8.93062913 12.51707676 7.47134356 0.98353178 8.57782835 10.90757384 5.76486363 8.44702825 TCGA-J7-6720 42 0 NA 388 kidney stage i t1 n0 m0 male 2010 NA no NA kidney papillary renal cell carcinoma NA NA asian not hispanic or latino 1 3 2 3 4 2 5 3 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9.363527e-07 3.121176e-07 8.33333333333333 13.8888888888889 30.5555555555556 36.1111111111111 11.1111111111111 9.276164 6.779244 13.720360 10.581418 11.176857 6.733979 8.619002 -1.237524 10.591763 12.789046 11.183975 8.515653 8.687249 10.916622 7.986438 7.339865 10.204343 NA 14.504983 -1.237524 5.066218 10.869980 11.846067 12.236142 12.230933 9.832557 9.148299 8.993657 7.962109 10.867035 9.688732 10.533926 11.346929 10.929854 10.426439 14.619761 6.691695 0.0012481 0.0026357 0.0000000 -0.0031859 1.1177000 1.1177000 0.5411800 -0.0047079 0.0026357 0.0026357 -0.0065229 0.0000000 -0.0027707 -0.0027707 -0.0031859 -0.0026322 -0.0042929 0.0220240 0.0185230 -0.0062286 -0.0062286 -0.0138150 -0.0040162 -0.0036011 -0.0149160 -0.0237030 -0.0237030 -0.0150540 0.000 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 6.860469 10.958116 12.644219 6.728221 3.285994 9.973217 12.017465 2.347411 8.443675 3.517326 5.406292 3.517326 10.169268 4.347396 9.294792 7.281955 3.084370 7.038560 10.348807 14.581779 6.839252 12.164516 6.171827 9.163316 7.061644 9.378985 NA 8.169704 8.045525 9.924828 11.153143 3.891721 8.779245 8.389970 9.887850 5.693175 2.762434 8.922308 6.434862 4.049683 7.896863 10.086718 10.091111 1.046351 12.806193 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 8.986438 13.546151 10.291379 5.221869 7.672329 14.504983 8.533926 8.326586 12.631452 10.439715 9.622747 7.962109 12.884213 5.971891 8.111164 NA NA 7.725332 7.184501 8.948328 10.0707753 11.6837193 10.7411467 -1.2375236 9.0221794 12.4863105 10.5649527 10.5854054 9.3936133 7.0292232 6.1718273 9.6887324 9.1265710 5.9205911 7.7368511 9.5206595 4.8709614 9.5347509 7.0843641 10.7056837 9.8781302 15.8978951 7.1418149 5.4206475 9.9743245 9.5097900 9.7361337 11.3983811 9.9241980 9.1011726 5.4628769 10.7768055 8.9134528 15.0428083 7.4271326 10.3445783 NA 7.9496400 8.5256488 0.7624764 8.2482654 10.1622482 9.0838457 5.2218693 7.2542898 1.0843364 12.3464592 2.5697827 10.4427958 10.5830142 10.3590920 -0.2375236 10.7610267 8.6857639 9.2208429 0.7624764 10.0593524 12.6442194 10.8699803 10.0775859 12.6314517 10.4397155 10.3351365 8.2361419 7.3015950 9.4678095 9.6227474 10.3237243 5.8392517 12.6510844 2.5697827 3.5697949 5.9718907 3.5173261 12.5427710 11.1150315 11.4672045 9.6032142 10.4237690 9.9241980 0.3474389 0.7624764 NA 8.2876828 10.3850601 9.0139186 -0.2375236 8.6602819 11.0733330 6.9522613 7.6812996 TCGA-J7-8537 37 1 321 NA kidney stage iii t3 n1 m0 female 2011 NA no 80 kidney papillary renal cell carcinoma NA NA asian not hispanic or latino 1 1 1 3 5 1 5 3 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.109751e-06 2.774378e-07 9.75609756097561 19.5121951219512 21.9512195121951 24.390243902439 24.390243902439 9.080123 6.307350 13.794332 10.329143 11.006928 7.943712 8.368187 6.336946 10.615383 12.328223 12.573652 10.729960 9.834483 10.489269 9.620281 8.273314 10.044690 -1.285249 12.266121 4.496251 12.279877 10.069143 11.993343 11.104794 11.629092 9.895425 9.387319 9.565081 8.603637 10.035130 8.541442 10.282850 10.893870 10.398327 10.302671 12.230717 5.825508 0.0029570 0.0029570 0.0147490 0.0167050 0.0086135 0.0086135 0.2077900 -0.4086000 0.0029570 0.0029570 0.0104240 -0.3657800 -0.3593100 0.0167050 0.0167050 0.0052749 -0.3669100 -0.3749300 -0.3122100 -0.3784200 -0.3784200 0.0052749 0.0052749 -0.0033243 -0.0136770 -0.4306100 -0.0327230 -0.4042900 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 10.375335 11.067765 11.534674 6.463086 4.141155 9.218083 12.591698 7.569762 8.849320 4.597537 5.864642 2.299860 10.580411 5.509309 9.942510 6.349632 8.657408 7.591411 9.168164 8.929213 7.820803 12.497380 6.483077 9.412730 2.802359 9.382005 6.254052 6.818182 8.569762 10.477276 10.302671 3.884823 8.365945 9.893559 10.227140 8.554098 NA 10.597155 6.261788 -1.285249 8.888571 10.717375 10.845143 -0.986502 9.767713 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 9.9071866 13.1700925 9.8640058 7.9121103 8.4764449 12.2661214 8.7120733 8.7233224 13.5784025 10.0921042 10.2790433 8.6036371 13.0957606 6.0277778 8.9734597 -0.2850731 NA 10.9065699 7.7233224 10.5680473 10.8033507 10.9148727 11.0446901 0.2998308 10.0893898 11.1588733 10.8791722 11.5984917 9.8148990 3.0368198 7.4863829 9.9358766 9.8582770 8.3392688 8.2714000 8.8010299 6.5540976 9.5548848 6.7647429 9.9746370 7.9675594 16.2666471 8.5898751 7.7970428 10.3917324 10.0446901 9.2266465 10.7920433 10.7278674 10.2355124 6.2923235 11.7198164 9.5068298 12.8913007 8.4071432 10.0823085 NA 7.0982522 8.8390151 0.7149269 8.1926518 10.3855500 10.5266698 7.9121103 5.9047177 1.8848323 12.3267255 NA 11.7524407 10.6507954 10.5960077 -1.2852489 10.1210987 9.2521121 9.9382921 5.0002975 10.1364326 13.1491310 10.0691431 10.1395850 13.5784025 10.0921042 10.5802404 8.5697622 3.1743265 8.8852196 10.2790433 10.7229722 8.4479089 12.9458899 3.7592837 3.7592837 6.0277778 5.1906267 11.3059485 10.2984466 10.3899687 9.2540526 11.3882028 9.4402600 2.8848128 2.5222567 2.1743105 8.6631880 10.7786428 9.8201475 1.8848323 7.6748956 11.6839205 6.0547443 6.7483163 TCGA-J7-A8I2 75 0 NA 307 kidney stage i t1b n0 m0 male 2013 NA no NA kidney papillary renal cell carcinoma NA NA asian not hispanic or latino 1 6 2 3 5 3 5 3 3 2 0 0 0 0 0 0 0 0 4 0 6 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.456549e-06 3.467973e-07 18.5185185185185 27.7777777777778 20.3703703703704 25.9259259259259 7.40740740740741 8.674697 1.922502 11.726824 10.857354 11.391311 6.139715 10.080558 NA 10.238991 13.097160 7.059987 14.065101 8.560558 7.881326 8.398217 6.984260 9.255191 NA 10.004633 3.600555 2.770491 9.304459 11.124093 9.674697 9.122156 8.589240 9.724677 11.007823 6.838961 10.442120 8.158976 10.520164 12.180814 10.636729 10.453085 13.459119 9.699680 -7.2027e-04 2.7472e-03 6.0817e-03 -1.4063e-02 2.6084e-03 2.6084e-03 8.3840e-01 1.9145e-03 -7.2027e-04 -2.7248e-05 -3.2131e-03 6.0817e-03 1.4302e-02 -1.3092e-02 -1.4063e-02 0.0000e+00 1.2349e-02 -1.2929e+00 8.1685e-03 -4.1818e-03 -4.1818e-03 1.6370e-03 -3.2131e-03 1.1138e-04 -9.2938e-03 -1.6731e-02 -1.6731e-02 -2.1125e-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 -0.104 0.000 0.000 0.000 0.000 0.000 0.000 0.849 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 0.000 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 -0.104 0.000 0.000 0.000 0.000 0.000 0.000 0.849 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 0.000 0.000 0.000 0.000 0.000 -0.930 0.000 0.000 3.7704802 7.1162556 9.9928729 6.6880181 1.9225023 8.3714835 11.0131253 0.6005552 8.8002279 7.6117825 3.5074522 1.9225023 9.9680576 4.1241213 9.8496689 6.7574980 1.6005552 3.0599955 8.9292303 10.9219198 10.3604436 11.5055663 7.2444114 9.8305759 7.7854309 9.6381024 1.1855494 NA 8.9247359 8.3786326 11.6985875 3.0599955 7.9842595 9.6089840 10.3679122 7.1319372 NA 9.6531234 2.6005552 4.1612669 7.8532210 8.9919495 10.6646245 5.0092665 8.0079932 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 8.6312225 14.5013751 3.6880237 3.0599955 7.1627981 10.0046326 7.3554427 8.3079144 12.7442575 10.0351837 10.5156879 6.8389606 12.6471679 6.9581072 7.7298382 1.6005552 0.6005552 10.1113196 7.5194185 5.8023845 9.4491784 12.2621109 11.3237897 NA 8.5104485 11.3541900 10.8690974 10.4816694 9.4239227 5.8293752 7.0924083 9.7515720 7.8389600 7.9462712 8.3720449 8.1123081 5.0268222 8.7090800 10.1484139 10.0215683 10.0742612 14.3560690 3.1855177 4.3554462 10.5149405 11.0833634 8.5223964 10.9690619 10.6793734 9.3284759 6.6666444 11.3716321 9.5991459 12.8529252 9.3871191 10.3621067 NA 7.7183541 7.7142977 10.9145721 6.8673418 9.2817937 8.1900943 3.0599955 4.8859599 NA 11.4179389 NA 6.9224833 11.5703017 10.1599325 NA 11.0199890 8.4271041 9.0162971 8.5692222 9.9088944 10.5119474 9.3044590 9.9179680 12.7442575 10.0351837 11.0341409 6.4460461 4.3009949 10.5127187 10.5156879 9.6187557 3.4079101 13.2580972 5.8100086 3.1855177 6.9581072 4.9224833 12.9135802 10.1358309 9.7579023 10.8323766 9.3753425 10.9224835 0.6005552 -0.3993496 3.3010023 9.6332486 11.9377313 8.8269676 0.6005552 7.0351840 12.0899017 7.5663395 9.3470697 TCGA-KV-A6GD 85 0 NA 560 kidney stage i t1b nx m0 male 2013 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 3 1 2 1 1 1 5 3 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 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.525908e-06 5.548757e-07 13.3333333333333 16.6666666666667 26.6666666666667 15 28.3333333333333 8.7023161 4.3959265 13.5756731 11.0025542 10.8619809 5.7584977 8.7257868 -0.9962539 10.4589385 12.0698687 12.2035903 8.9665072 8.6953546 10.4615051 7.8522342 8.2130648 9.7075148 NA 12.7185007 3.4630469 5.3611648 11.5953673 11.8457494 10.7298294 12.1816536 9.4701976 9.3334076 9.7559920 7.3916285 10.0797588 8.8428151 10.4324948 11.3865054 10.7404359 9.9650609 14.5426186 8.0152020 0.27490000 0.27490000 0.29024000 0.29167000 0.41128000 0.41128000 0.29326000 -0.00097017 0.27490000 0.27490000 0.27490000 0.29024000 -0.00526100 0.29167000 0.29167000 -0.00571950 -0.00571950 0.00000000 -0.00083160 -0.00346270 -0.00346270 -0.00318590 -0.00318590 -0.00273030 0.30218000 0.00346870 0.00346870 0.00124810 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 7.895394726 12.573822757 11.378922254 5.922473799 5.771795803 9.552885774 10.780455451 1.588564737 8.227613056 4.495464927 7.413002485 2.910502426 10.170803626 3.810967438 9.498466897 7.016906321 0.003602237 6.975154391 9.682211419 15.109967875 8.584811836 11.742336892 6.842815451 9.000790730 6.132893477 9.025979182 4.048009439 9.409816256 8.719573296 10.596068315 11.265412340 3.588576730 8.540829740 8.249164189 10.655559881 7.668947370 3.527170450 9.434063757 8.114747015 5.003611231 7.830159599 9.388297830 10.310812019 4.511088466 11.838518778 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 9.2633544 13.7422841 9.3655550 7.1121361 6.7584991 12.7185007 8.9808913 6.9461261 12.6728285 10.1747880 10.7105389 7.3916285 12.3180529 6.9636128 7.3119499 -0.9962539 NA 11.0659947 7.2467852 8.0716908 10.1735362 11.6356977 11.3759322 6.1016438 8.8600369 11.2170193 10.1127890 10.9384078 9.7964016 5.8739756 6.5349923 10.8689579 10.5024605 3.9822635 7.4712167 9.2924774 4.9808890 9.2130646 6.8923546 10.0957077 8.8333341 16.7823301 8.9866049 4.6183209 10.4330180 9.5437393 9.8459617 11.1495434 9.7230001 7.8491010 7.3345281 11.0366901 9.3229446 14.4589064 7.8205307 10.1678896 NA 7.4261389 8.5715672 1.8109777 7.9044781 9.4934592 8.9243214 7.1121361 9.1722835 -0.9962539 11.2881462 4.8364998 10.8173925 11.0297888 10.4924556 0.5886127 10.5451919 8.6146359 9.1016432 3.5885767 9.9592611 11.9330546 11.5953673 9.7626672 12.6728285 10.1747880 10.6896740 7.1884870 7.1884870 9.5994748 10.7105389 9.7742751 8.1634826 12.7151707 5.4465540 4.6183209 6.9636128 4.4630404 12.6375147 10.7972145 10.8870182 9.6909869 9.5677607 9.7298294 2.0036022 -1.7823970 NA 8.7611014 11.7796576 8.3699336 1.0036022 8.0452704 11.1800961 6.9866043 10.7178567 TCGA-KV-A6GE 65 0 NA 885 kidney stage i t1a nx mx male 2011 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 3 4 2 2 3 2 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4.855162e-07 1.387189e-07 0 26.3157894736842 31.5789473684211 26.3157894736842 15.7894736842105 8.656262 5.483164 14.365733 11.555425 10.726576 6.208660 8.220660 NA 10.223164 13.026542 12.440814 10.173129 8.771861 11.005796 7.114973 7.790739 9.797934 NA 13.229231 6.504434 3.072878 11.747725 11.317058 10.786766 11.605084 10.113821 9.025853 9.949076 6.761592 10.050162 8.586506 10.657845 11.659623 10.588167 10.089397 13.852861 7.730101 0.72263000 0.71697000 0.76255000 -0.00738030 1.55320000 1.55320000 0.77964000 -0.00429290 0.73208000 0.71747000 0.71697000 0.75891000 0.00055459 -0.00083160 -0.00738030 -0.01395300 -0.00747200 -0.00650500 -0.01374500 -0.00830050 -0.00830050 0.00680440 -0.00636680 -0.00705760 0.78593000 -0.01697900 -0.01697900 -0.01298900 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 6.5997418 11.5827612 11.0398807 6.0823428 5.4688114 10.1901889 12.3746189 4.8022346 6.5596646 2.7318349 6.6063149 0.8249715 9.6105622 3.5253924 9.2833611 6.8084044 0.8249715 7.3833751 9.9535934 14.6935538 9.8235449 11.2601038 6.3948108 8.7075976 7.8556216 7.5357606 1.8249715 10.1218707 8.8136392 9.4350566 11.9845105 -1.1749471 7.3327491 8.8008025 11.0322740 5.0917421 NA 9.1825066 8.0987501 6.0499204 7.5494682 8.8381794 10.2220943 5.8186282 11.4165166 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 8.461579 13.581198 9.712937 6.891044 6.619370 13.229231 8.810797 7.546054 11.896752 9.555425 8.689141 6.761592 12.145473 6.447006 8.423007 NA NA 9.385287 7.186899 8.235024 9.6290855 11.6335165 11.5752428 1.4099068 7.8937329 11.1825065 9.8263627 10.6778741 9.6435368 6.4902909 6.4023828 10.3173085 9.7318451 3.9936744 8.1103570 9.5503208 6.2086597 8.6242362 7.8445451 9.8494017 9.7608561 15.8360616 5.4831644 4.4396630 10.2895002 9.5798420 10.0657458 10.6949338 9.1468825 9.0209419 4.5253924 10.9190322 9.0621644 14.9021040 7.8846504 10.1874464 NA 7.4431566 7.4322847 NA 6.3247998 9.1103567 8.6095895 6.8910436 5.7197721 NA 11.2196852 NA 10.6837126 11.7816937 10.3548731 1.6323148 10.9213402 7.6735776 8.6844892 7.1010785 9.7438177 11.3609588 11.7477247 9.6315041 11.8967520 9.5554247 10.6009763 5.6193690 5.9848263 9.6490540 8.6891408 9.2606249 3.8693483 13.0971469 NA 2.6323148 6.4470055 3.9948784 12.3693153 10.8545868 10.8788804 10.0841093 9.2606249 10.2354059 3.5253924 0.4099068 NA 8.3117292 12.1469207 7.3910090 -1.1749471 7.6483216 11.3413932 5.9017696 8.4117944 TCGA-KV-A74V 40 0 NA 347 kidney stage i t1a n0 m0 male 2013 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 3 4 2 2 3 2 3 1 2 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 4.508365e-07 3.467973e-08 14.2857142857143 7.14285714285714 7.14285714285714 35.7142857142857 35.7142857142857 8.573693 6.342299 14.327006 11.277418 10.340904 5.371744 8.883778 2.201822 10.657145 13.240425 12.657612 10.193082 8.366268 11.878736 7.966388 7.543286 9.144332 NA 12.486904 2.442837 2.990320 10.680127 11.112103 10.624265 12.100762 9.894671 8.746606 9.448882 6.808475 10.263986 8.480478 10.636825 11.475825 10.765100 10.405499 13.074003 6.403096 0.7129700 0.7129700 0.7542700 -0.0064064 0.7636400 0.7636400 1.4590000 -0.0260690 0.7129700 0.7129700 0.7129700 0.7542700 0.0077385 -0.0064064 -0.0064064 -0.0104100 -0.0104100 0.0012083 -0.0064064 -0.0077878 -0.0077878 -0.0066828 -0.0066828 -0.0014255 0.7621100 -0.0360320 -0.0360320 -0.0161930 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 5.7423862 9.9506202 11.5177904 3.6965837 4.5497431 10.2761974 13.0684642 2.6492706 8.3570958 2.4428374 6.0091725 -0.2575626 9.7644276 2.5497431 9.3534106 6.8169017 -0.2575626 5.8084752 9.6219691 16.6379873 8.7196657 12.1884353 4.5497431 10.4179019 6.3862419 9.0800079 2.9123050 14.7211187 9.2766888 8.2442230 12.3174831 1.0643310 5.6849001 8.2282150 10.7564064 3.4428241 1.7423943 9.5505456 9.8450178 5.7009973 7.9445094 8.5083185 10.6526538 4.8338717 11.5489113 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 8.832498 14.170713 10.900049 5.922295 6.273768 12.486904 7.628082 7.983177 12.738241 9.614291 8.430636 6.808475 12.522208 6.304628 8.809820 2.064331 -1.257735 10.310817 7.866507 8.642045 9.8619755 11.2568534 11.6701638 3.3862453 8.4130423 11.5625648 9.8825766 11.0263424 9.1108922 6.2018181 5.7081707 9.4846952 8.5138752 3.2621776 8.1581274 9.4077217 7.0507248 8.3441565 7.2059105 9.8561281 10.0927726 14.3601977 4.3570945 4.2969713 10.1806580 9.3198148 10.6088921 10.7884867 9.3653529 9.0427384 4.0277910 11.2603013 9.2479790 14.7073359 6.7663063 10.0450248 NA 7.4959701 6.7480103 NA 8.1174254 9.3112919 9.4427822 5.9222954 5.6003679 NA 11.6799436 -0.2575626 11.4114924 11.5483312 10.1733611 1.3273425 10.3880443 8.0115124 8.9334452 8.7661403 9.9494003 11.9278808 10.6801275 8.5910088 12.7382413 9.6142911 10.5347695 7.2969749 6.7310705 8.7566157 8.4306361 9.8463292 2.2018220 13.1467957 1.3273425 3.5497431 6.3046279 3.8298496 12.9166094 11.6532159 12.0358575 10.2566068 9.2805748 9.8864067 0.7423512 4.6965837 -1.2577350 8.3547016 11.5420196 8.2422319 -0.2575626 8.1260901 11.0852939 6.8561279 6.9807908 TCGA-MH-A55W 50 0 NA 1043 kidney stage i t1b nx mx male 2011 NA no NA kidney papillary renal cell carcinoma NA NA black or african american not hispanic or latino 3 4 NA NA 2 2 3 2 NA NA 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.699307e-06 5.201959e-07 7.69230769230769 18.4615384615385 15.3846153846154 33.8461538461538 24.6153846153846 9.086558 8.440770 14.035309 10.975990 11.118195 7.108451 8.346354 NA 10.616054 12.693775 9.707826 8.556778 9.168039 9.787337 8.362768 7.233257 10.651529 NA 13.741315 2.318375 3.192841 11.951369 11.451944 11.900202 12.531478 10.768210 8.670049 9.018814 8.233257 10.844547 9.312727 10.525388 11.708543 10.450231 9.634278 14.547243 6.733411 0.60593000 0.60593000 0.69428000 0.00000000 1.36480000 1.36480000 0.63755000 -0.00013862 0.60593000 0.60593000 0.60593000 0.00332990 0.01153900 0.00000000 0.00000000 -0.00290910 -0.00290910 -0.00429290 -0.01147300 -0.00976010 -0.00976010 -0.01780300 -0.01780300 -0.00526100 0.55521000 -0.01711600 -0.01711600 -0.08572200 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 7.2569729 10.8697617 12.0133120 6.9330839 3.9813412 9.6604634 11.2985134 6.6037762 7.8102271 2.7334194 5.0188122 -0.2665589 9.8419359 4.9813367 9.3609452 6.9610757 1.3183458 6.9428652 8.8882294 13.7217108 9.1928429 11.4570723 7.0821395 7.9525799 6.7557796 5.6403028 4.0553432 5.3481226 8.1846225 9.4181600 10.8939131 NA 8.9931547 7.6582236 10.8970610 3.6402970 NA 9.1406790 5.0553388 5.6352436 7.6522742 9.6520659 9.8932827 1.8708973 13.2024629 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 8.5726150 13.1820439 9.9404256 6.6759260 7.9083368 13.7413146 8.5757616 9.1106219 11.3499602 10.2803058 5.8208733 8.2332573 13.1970634 5.7994992 9.3916227 2.5407712 0.7334411 11.5789014 7.0553399 10.0307289 10.7523070 11.6604485 11.4999402 1.7333977 8.9008294 12.1735018 10.6715206 10.4390437 10.1171157 7.1428024 7.3108400 9.3951894 9.5196809 3.1928412 8.0188133 8.7886939 4.5407650 9.4303790 6.3481209 10.0865581 9.6626698 14.6142384 3.0553345 7.2725701 11.1825600 9.4040676 9.1969357 10.6788552 9.5164096 9.2686868 3.6402970 11.2187375 9.5898369 14.6121328 7.0523605 10.6259542 0.7334411 7.5350226 7.7164052 2.0553345 9.0508238 9.3826675 8.9158056 6.6759260 5.7778063 NA 11.9789641 1.3183458 10.3108402 10.8691206 10.0394731 1.3183458 11.0240062 8.6846960 9.3969695 0.7334411 10.5694617 12.3106041 11.9513690 10.6955844 11.3499602 10.2803058 9.6129945 8.6403021 6.7778050 9.4206645 5.8208733 9.7682103 2.9033276 12.9503087 -0.2665589 7.4748781 5.7994992 5.0188122 11.5941104 10.5567786 11.2691727 10.0083718 10.1596761 10.3772675 NA -0.2665589 NA 7.8003615 11.3049128 8.9765853 NA 8.4303790 11.6700493 6.7778050 7.7390360 TCGA-MH-A55Z 65 0 NA 845 kidney stage i t1b nx mx male 2011 NA no NA kidney papillary renal cell carcinoma NA NA black or african american not hispanic or latino 2 3 2 2 2 2 3 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 1.768666e-06 7.976338e-07 10.3896103896104 29.8701298701299 15.5844155844156 22.0779220779221 22.0779220779221 8.2426120 4.2503629 13.9404179 11.2991208 10.7154032 4.8215163 8.1012183 0.1210154 10.0518158 13.5671279 12.5821742 10.0846972 8.9914433 11.5606497 6.9154946 7.1763607 10.2131750 NA 13.9564381 1.4430231 2.2910141 11.6372710 11.1486390 11.5486533 11.7538466 10.1118916 8.8093289 9.6397318 6.5805103 9.8817984 9.1790703 10.1434464 11.5069409 11.0098218 10.1413641 14.0245838 8.1406693 0.01112100 0.01112100 -0.00371200 -0.00110870 1.71840000 1.71100000 0.83510000 -0.00318590 0.01112100 0.01112100 0.01112100 0.00332990 -0.00041585 -0.00110870 -0.00110870 -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 0.000 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 6.3878657 10.8040731 11.6360391 7.2758963 5.0279679 9.9238130 11.3666312 2.4429966 8.0983585 3.2909994 5.7357875 5.5133960 9.6100031 4.5473449 9.1517457 6.5279211 -0.8788519 6.5389308 9.7828566 17.2966817 9.9484213 11.3012985 5.9914425 8.3855212 7.5090956 8.8232513 -0.8788519 7.3450805 8.1097633 9.3534995 11.7001587 NA 8.1978939 8.8058270 10.5405121 4.2085407 NA 8.0868628 6.8489984 5.4248583 7.9883575 9.4300318 9.9380621 5.0910101 12.6686792 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 7.7864147 13.5841558 9.2191107 4.9024402 6.0752738 13.9564381 7.8692712 7.2555045 11.9322525 9.6524600 8.3426659 6.5805103 12.5846029 6.0868623 8.5640222 NA -0.8788519 8.8058270 7.5886839 7.7725251 9.0897452 11.7412984 11.6925942 NA 7.9975956 11.8521854 10.0760018 10.3570927 9.6785422 7.3402471 5.5304703 10.4110974 8.8232513 3.9284367 7.6008585 9.5957985 5.3878657 8.6852282 7.8625456 10.2695551 9.7311805 15.2653185 2.1210817 2.4429966 10.8141298 9.6956720 8.5240907 10.6587823 9.6465994 8.0606576 4.6446408 10.4564689 8.7041613 15.0309950 6.7111411 9.7987982 NA 7.2431302 7.4742251 NA 6.6756678 9.1323059 8.7917346 4.9024402 4.8215163 NA 11.2233824 NA 10.6104247 11.4024290 10.2561465 NA 11.2881830 7.6794991 8.4271402 1.7060221 9.3317498 11.3784664 11.6372710 9.9594946 11.9322525 9.6524600 10.2972517 5.5473419 7.0219449 9.9380942 8.3426659 9.2606298 2.4429966 13.1702464 NA 0.1210154 6.0868623 2.1210817 12.0632264 10.7536194 10.7293334 9.9539685 9.1952199 10.7558896 -0.8788519 NA NA 8.8201477 11.8532735 7.9252096 0.7060221 8.2580694 11.3567936 6.5133960 7.4384908 TCGA-MH-A560 62 0 NA 924 kidney stage i t1a nx mx male 2011 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 4 2 3 4 5 1 4 1 NA NA 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.213791e-06 3.81477e-07 21.2765957446809 21.2765957446809 6.38297872340426 34.0425531914894 17.0212765957447 7.563291 4.523763 15.437087 8.004889 10.315287 6.441301 9.850541 1.353831 10.319622 12.120780 10.071514 9.569370 8.981371 8.951890 7.419926 7.135197 9.598201 NA 12.425132 NA 2.353831 11.740778 11.168420 10.552282 11.812757 9.797817 8.299281 8.108725 6.946295 9.895902 8.737542 9.522510 11.958854 11.297817 10.519372 11.544279 5.358340 0.0000000 0.0122370 0.0045244 0.0030522 -0.0038779 -0.0038779 0.7449900 -0.0215100 0.0000000 0.0122370 0.0122370 -0.0070897 0.0143300 0.0030522 0.0030522 -0.0048077 0.0097276 -0.0136770 -0.0183530 -0.0087146 -0.0087146 -0.0176660 -0.0176660 -0.0292930 0.7719500 -0.0847930 -0.0847930 -0.0878440 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 4.4412976 12.4714804 10.2674748 4.4831192 2.1611783 8.8550176 10.3346909 NA 8.0473241 4.7801001 9.1883084 1.6757708 9.8580306 4.5632924 9.3552456 5.8722156 1.6757708 5.5436629 10.1178795 11.4698563 8.0611967 12.0950936 5.3080332 9.8695372 5.6757651 8.7201594 0.3538878 7.9868324 9.2741901 8.5086556 12.4882637 2.1611783 5.4623632 8.7737976 10.9570000 5.2607295 NA 8.8456904 6.2242024 4.1087252 8.3872604 9.4803354 10.8396667 3.2940031 11.3603177 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 8.802986 12.976232 11.901214 2.813278 5.746154 12.425132 8.735380 7.869537 12.859401 9.365065 7.923693 6.946295 12.577236 4.563292 4.711390 1.353831 NA 9.175611 6.675765 7.311984 10.8561719 11.3538373 11.6521864 0.3538878 8.6438562 11.2607279 9.2180236 10.8734736 8.0191731 4.3538384 3.1611944 8.9537501 8.8456904 4.7113903 6.8852193 10.0429618 3.9388033 8.5262649 4.8774007 10.1969732 10.3734281 14.5837452 1.6757708 6.4091193 10.0697994 9.2948849 9.8366453 10.4319881 8.9740572 7.7589787 4.1087252 9.2667266 9.4399736 14.7230939 6.1898878 9.5010422 0.3538878 7.5584085 6.8536838 2.3538314 7.7332160 9.7069841 10.2172493 2.8132784 3.3538314 NA 11.7310479 NA 11.4975394 11.9486285 10.4531851 NA 10.0655043 8.1993273 8.7759022 3.3538314 9.3138392 12.2420098 11.7407776 9.2516829 12.8594008 9.3650646 10.3699492 6.7716902 6.9387998 9.7815482 7.9236929 9.1851445 0.3538878 13.4605639 4.1611944 NA 4.5632924 1.9388127 12.7855961 11.8739649 12.1668168 9.9103434 8.9084262 9.5826561 -0.6461122 1.6757708 NA 9.1342951 11.7902886 8.1053816 -0.6461122 8.7157812 10.3559491 6.3080332 6.4518688 TCGA-MH-A561 66 0 NA 841 kidney stage i t1a nx mx male 2012 NA no NA kidney papillary renal cell carcinoma NA NA white hispanic or latino 4 3 NA NA 4 2 4 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 2.219503e-06 5.201959e-07 7.5 15 18.75 37.5 21.25 9.041471 6.610338 13.615370 11.094775 10.898900 6.140854 8.489559 1.739978 10.399970 13.769995 10.581539 9.343601 8.431718 10.991161 7.937191 6.699976 9.892259 NA 13.543248 -1.260152 4.467892 10.530323 12.015643 12.561350 11.438679 10.247274 8.938419 9.004417 7.932267 10.300307 9.487328 10.079268 11.853716 11.442147 10.329157 15.296435 7.387829 0.0000000 0.0069435 0.0035957 0.0044411 0.0037465 0.0037465 0.7334100 -0.0143660 0.0000000 0.0000000 -0.0151210 0.0021332 0.0116790 0.0044411 0.0044411 0.0022193 0.0022193 -0.0087146 -0.0099565 -0.0037395 -0.0037395 -0.0074720 -0.0074720 -0.0180780 -0.0182160 -0.0478010 -0.0478010 -0.0433310 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 0.000 0.000 6.5015251 10.9536861 12.0311450 5.9494275 2.5473264 8.9345958 12.1223282 0.7399345 8.1911856 5.1662374 5.1493651 6.2868682 10.0218406 3.7843679 9.5979553 7.3620630 0.7399345 6.3981862 9.4070859 14.5095341 8.4247231 11.9313420 6.7512013 8.6766123 6.8589160 10.8237861 2.9099075 4.6468654 7.9173942 9.4360725 11.3368629 NA 8.6736649 7.8033691 10.4386790 8.7229680 -0.2599791 8.8909908 5.3546849 5.1005152 8.3380268 9.4144491 10.5114638 2.3803693 12.8257986 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 8.608797 13.938496 8.869257 5.149365 5.739975 13.543248 9.085380 8.075365 12.319880 9.977184 8.079824 7.932267 12.926011 4.739972 9.039182 NA -1.260152 8.513114 7.781634 8.618194 9.7129541 11.7716755 12.1341690 4.8897218 8.2654950 12.0107077 10.3408165 10.3103044 9.5319512 6.1578259 5.3398856 10.5905519 8.7413824 2.1994054 7.4746843 9.1344371 5.6824890 8.9603527 7.2116499 9.9651818 9.8595640 15.3841545 7.7761481 8.6378200 11.1761654 9.8047172 8.9285631 10.9061374 9.3601942 8.8181252 3.0618971 10.2126651 9.1853616 15.1668942 5.1238524 9.9961831 -0.2599791 7.4025363 7.7678805 NA 8.8985842 9.6956243 9.5783904 5.1493651 7.4334611 NA 11.9635236 3.0618971 9.6707117 11.2184912 10.0590819 -1.2601519 11.1152853 8.4848080 9.1095716 -0.2599791 9.4176939 12.1918294 10.5303228 9.5665227 12.3198795 9.9771843 10.4852285 8.0528571 7.0664035 9.6576000 8.0798245 9.9663865 7.1193531 13.5822265 -0.2599791 3.9494322 4.7399723 4.1662414 12.4026427 10.6241449 11.1057500 10.4066422 9.9663865 10.9186392 NA 1.7399777 NA 8.3433967 11.0109121 8.7014240 -1.2601519 8.3361642 10.7812913 7.3946102 9.3491532 TCGA-MH-A562 57 0 NA 616 kidney stage i t1a nx mx male 2012 NA no NA kidney papillary renal cell carcinoma NA NA black or african american not hispanic or latino 2 3 2 2 2 2 3 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.387189e-06 6.242351e-07 15.5172413793103 27.5862068965517 13.7931034482759 31.0344827586207 12.0689655172414 7.871339 3.794988 12.577967 11.246199 10.342218 5.154069 8.471099 NA 9.778230 13.232424 12.074952 9.859204 8.514600 10.631176 6.348241 7.208065 9.598979 NA 13.795356 NA 7.771272 11.758513 10.371425 11.314112 11.199204 9.555672 8.326709 9.154069 5.730857 9.552197 8.535869 9.748173 11.591381 11.310688 10.037955 13.545222 7.710218 0.0101460 0.0101460 0.0055529 -0.0102930 1.6599000 1.6599000 0.7708000 -0.0105080 0.0101460 0.0101460 0.0101460 -0.0019290 0.0102850 0.0016642 -0.0102930 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 0.000 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 7.4661833 12.9357626 11.2285284 7.1783173 4.4007087 10.1523415 11.0876101 2.5933538 8.1200491 4.3588885 7.0787817 5.3375149 9.2217345 4.5568279 9.4135334 5.2700729 NA 8.2372109 9.9152826 16.0269008 9.9614244 11.3871203 5.5382122 8.4058528 7.1417914 8.3955478 2.4413507 7.6421138 8.4032835 10.3185503 12.7144994 0.2714257 8.3747144 8.9614242 10.6529693 6.2021630 2.0787806 7.9260623 8.0462133 5.7949876 8.1753080 9.8038797 10.3327975 3.2031072 11.8496080 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 7.9332044 13.5951145 9.9411973 5.1043157 6.6023426 13.7953558 8.4338178 6.6637445 12.0597369 9.5358691 7.2197939 5.7308573 12.0767672 6.4312970 8.0396105 NA -0.7285743 7.9891027 6.8260158 6.4841897 8.9631698 11.9233750 10.9813718 2.8563882 7.6245732 11.0832025 9.4723251 10.6691010 8.7792210 7.1962392 6.0396100 10.4692574 8.8971351 5.5193532 7.5568287 10.0171007 3.7949876 8.8125229 8.0527859 10.1768134 9.8221733 17.0398434 3.9718654 6.4513348 10.2742414 9.8144583 8.9206824 10.5423056 9.0787814 8.7652818 5.0787806 10.4000652 9.6131898 14.3839066 8.4050568 9.5335213 -0.7285743 6.5288135 7.7910626 4.9993461 3.7949876 9.0462136 8.5382130 5.1043157 5.9579262 7.2080646 10.9053298 NA 10.2154063 12.2499581 10.4911999 -0.7285743 10.4116171 7.4563018 8.9134780 -0.7285743 9.0478595 10.6535100 11.7585127 9.2910171 12.0597369 9.5358691 11.0617749 3.9152819 7.4563018 10.2995327 7.2197939 8.8298470 3.7308573 13.4019970 1.2714257 NA 6.4312970 NA 12.4743154 10.6535100 10.2205236 10.5411375 8.6637438 10.4802704 NA 0.2714257 0.8563882 9.4606951 12.7097192 7.1540697 NA 8.0027453 10.8460199 6.3048487 7.4857456 TCGA-MH-A854 62 0 NA 536 kidney stage i t1b nx mx female 2013 NA no NA kidney papillary renal cell carcinoma 10 1992 black or african american not hispanic or latino 4 3 NA NA 2 2 3 2 2 3 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.705019e-06 6.589149e-07 9.09090909090909 23.2323232323232 23.2323232323232 25.2525252525253 19.1919191919192 8.812746 2.410640 13.727203 11.203205 10.465155 5.303733 7.510183 NA 10.415470 13.265516 11.085092 8.519172 8.154039 9.394455 7.557489 6.569076 9.732575 NA 13.017449 3.925221 2.603288 11.411050 10.655181 10.316679 11.870957 9.621493 8.025357 9.210623 6.473657 9.986997 7.142451 9.778218 12.203438 11.184964 9.894463 14.026999 8.297232 0.01070300 0.01070300 0.01153900 -0.02794500 -0.00013862 0.00402430 -0.03176800 -0.05513200 0.01070300 0.01070300 0.01070300 -0.00931950 0.00934370 0.00763920 -0.02794500 0.00518190 0.00518190 -0.01574100 -0.00940460 -0.01367700 -0.01367700 -0.86074000 -0.86074000 -0.02507200 0.76331000 -0.04129500 -0.04129500 -0.05482500 0.000 0.000 0.000 0.000 0.804 0.804 0.000 -0.861 0.000 0.763 0.763 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.753 0.753 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.804 0.804 0.000 -0.861 0.000 0.763 0.763 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.753 0.753 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 4.6476887 13.2448927 11.0503757 4.8512193 3.4106532 9.5566015 12.6722387 10.7593756 8.2757176 6.9070733 7.5632947 4.8127446 9.6944502 4.8127446 10.2198413 7.4312385 1.9252019 5.5340305 9.0891218 13.0528281 9.4282513 11.9966829 7.1731484 10.1891940 6.5101834 10.7543091 0.6033118 4.2471452 8.9184420 8.6228831 12.5744660 -0.3966882 7.7013245 7.8416971 11.0891218 7.4550411 NA 8.7955851 5.7118170 3.6907523 8.6284321 10.0837394 10.6551811 3.6424359 12.8488868 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 9.3413847 13.7392422 9.6639884 4.4106464 7.2686281 13.0174492 9.4250665 6.5574882 12.4118545 9.5191719 8.5690767 6.4736571 11.8788350 5.0951438 7.3447593 -0.3966882 NA 8.1463243 6.8979132 7.0489696 9.9252206 11.0820621 12.1489810 1.6033118 8.0084337 11.2022754 9.4218746 11.2779261 9.2827727 6.1731474 4.9956111 9.9564393 10.4122566 4.5574897 6.9070733 10.3523239 3.3037369 8.0627240 7.2757176 9.6920807 9.5705187 14.3391129 3.6907523 6.9431431 10.2588232 9.7415642 9.0647719 10.8041911 7.8512200 8.0749678 4.5101834 10.3175380 8.9599205 14.8289518 8.7618012 9.5733984 1.1882743 6.9431431 6.2757185 0.6033118 6.0295567 8.7732174 7.5805721 4.4106464 3.7732157 1.1882743 10.4981102 2.1882427 8.7013245 11.7596916 9.9420288 2.4106396 10.2290013 8.0911323 9.7013245 -0.3966882 9.3714768 11.8160928 11.4110499 8.8464664 12.4118545 9.5191719 10.9848354 6.3977089 7.1882545 10.0213665 8.5690767 9.2013450 3.7732157 13.7828906 3.4106532 1.6033118 5.0951438 0.6033118 13.2558014 11.3158195 10.6794400 10.4082302 8.9848354 10.1366222 1.6033118 2.6032881 -0.3966882 9.2278686 12.1718139 6.9252209 -0.3966882 8.4487825 10.8547749 5.1268531 8.2326492 TCGA-MH-A855 52 0 NA 369 kidney stage ii t2b nx mx female 2013 NA no NA kidney papillary renal cell carcinoma NA NA black or african american not hispanic or latino 1 2 3 4 3 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6.242351e-07 2.427581e-07 11.5384615384615 19.2307692307692 23.0769230769231 26.9230769230769 19.2307692307692 8.907625 8.048573 13.828591 10.940889 10.843509 7.143069 9.325880 1.026233 9.619409 12.069779 10.795051 10.396457 8.175952 8.766323 9.324497 7.894102 9.565364 NA 12.128968 2.289244 3.404712 10.926770 11.926898 12.242708 12.145406 10.083655 9.098740 9.392527 8.068412 10.359808 9.594541 10.566139 11.903029 11.323121 9.899649 13.504469 6.454816 0.01014600 0.01251600 0.00917050 -0.00041585 -0.00069303 -0.00456950 0.02272500 0.00152550 0.01014600 0.01251600 -0.72093000 0.00917050 -0.00097017 -0.00041585 -0.00041585 0.00346870 0.00346870 -0.00346170 -0.00405000 0.00493670 0.00493670 -0.00013862 -0.00138630 -0.00304750 -0.00318590 0.00055459 0.00055459 -0.00346270 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7.589973 11.871695 12.200507 5.623141 4.748671 9.646410 10.562647 7.593021 8.739076 3.833558 6.087980 2.952203 10.266357 3.874207 9.532413 7.165142 3.748676 7.373162 9.885429 14.608298 8.894101 12.331355 7.087981 10.019993 5.812801 6.505176 1.026233 7.258866 8.294864 9.794389 11.372719 3.874207 7.501938 8.854024 10.411636 7.126342 -1.295836 8.945068 8.262698 4.726646 8.758203 9.185087 10.364273 1.983751 11.866761 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 9.611919 13.194250 8.791740 7.530825 7.462500 12.128968 8.090139 8.044127 13.039528 10.323580 9.291117 8.068412 12.001623 5.791739 8.241496 NA NA 8.627604 7.096594 9.418179 8.7890853 10.7256040 11.8168794 2.4047124 8.9640202 12.0828428 10.2727082 10.2990681 9.6231402 6.6526442 7.3977636 9.9919893 9.4732883 4.0233175 7.3004670 9.4732883 5.2278373 9.0814874 6.6815575 10.1890998 10.5750269 15.7492367 6.3481333 8.9510177 10.6335354 9.5892107 8.7210852 11.1565182 9.6141700 8.9390943 6.4856361 10.7203888 9.3824193 13.8876022 6.3078292 10.1870849 NA 8.3048592 8.2061142 NA 8.3499354 9.7924027 10.2559852 7.5308253 7.3517352 NA 11.5446615 4.8540256 10.9977486 11.4631248 10.2976681 0.7042523 11.1032878 8.4970674 9.4856367 1.0262335 10.3258711 12.6395341 10.9267700 10.3349991 13.0395277 10.3235799 10.3885873 8.2511714 10.6804830 9.1432664 9.2911168 10.4120675 6.1221302 12.9785823 1.0262335 5.3041898 5.7917385 3.8742068 12.9067835 11.1479976 11.5322151 10.2793435 10.1094184 9.9498296 3.3481333 1.7042965 NA 8.7019222 11.3719829 8.6096641 0.2892443 8.8742019 11.1665236 6.9988973 8.3409018 TCGA-MH-A856 54 0 NA 947 kidney stage i t1a nx m0 male 2012 NA no NA kidney papillary renal cell carcinoma 15 1982 white hispanic or latino 1 3 NA NA 4 3 3 3 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.387189e-06 6.242351e-07 10.3448275862069 17.2413793103448 22.4137931034483 22.4137931034483 27.5862068965517 9.0630334 5.2009123 13.1281857 10.7172693 11.2283580 6.2741610 8.9865941 -0.3840188 10.2489453 12.5516677 11.0301068 10.3207184 8.4233050 9.5613941 8.0422148 6.8733383 9.1118052 1.9378717 12.9153013 3.9378811 2.7858853 9.8387451 10.9462621 11.3662384 11.9535721 10.3775014 8.9423796 10.5810130 8.0125547 10.8821511 9.3267566 10.6617099 11.6887527 9.8217434 9.9855475 14.3606264 8.9410309 0.00096444 -0.01612700 -0.00913480 -0.00651120 -0.01051400 -0.01521100 0.03848200 0.00832890 0.00096444 -0.01612700 0.02749100 -0.00913480 -0.01753500 -0.01134200 -0.00651120 -0.00540540 -0.01561000 0.00679820 -0.00250000 0.00763300 0.00763300 0.01376500 0.00540760 0.01753800 0.02454200 0.05821800 0.05821800 -0.78370000 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 6.1858051 10.1257252 10.9985742 4.7858748 5.3973101 9.0931014 12.1803379 5.6820395 9.1453807 6.1705400 5.3973101 6.6159503 10.0417116 5.6383172 9.2936698 6.6032717 0.6159812 8.1895973 10.6473068 11.3534891 9.8709788 11.5377911 7.1933795 9.4216942 6.4739314 11.3002605 4.3163920 1.2009437 7.5525884 9.3907373 11.1580148 3.7034108 8.3874397 8.5874936 10.6355409 7.9423796 3.2009123 9.0104129 6.2453074 6.9030166 7.6712325 10.0851850 10.0547420 5.1467082 11.9274629 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 8.986638 13.570510 8.429731 5.107805 7.873338 12.915301 8.732294 7.928833 12.727901 10.491700 9.377501 8.012555 11.855549 7.223281 7.350660 1.200944 NA 8.713982 6.775821 8.340703 9.3163899 11.8573375 12.4373256 NA 8.4168503 12.0848287 10.3716723 10.2643078 10.6806929 7.1858061 5.0753829 9.9220118 10.5694191 6.6487128 7.1781928 9.6060541 5.2883770 9.3301958 6.5466877 10.0380150 9.7695022 15.2766704 7.3301954 8.5348133 10.8879968 10.2186491 8.2232806 11.0369630 10.5062144 7.7758216 5.4488415 11.4909315 9.0997660 14.4261201 7.9175380 10.5788462 NA 8.7151929 7.5107681 NA 7.8008255 9.5107679 8.5701464 5.1078050 1.6159341 NA 11.5035516 6.3973101 9.5452085 11.2112077 10.4700394 NA 11.9145856 8.4265218 9.3387578 -0.3840188 9.6644372 11.5602962 9.8387451 10.0957305 12.7279009 10.4916995 10.4653553 7.6980990 6.7034136 9.6242808 9.3775014 10.6095962 7.6657985 13.2248980 2.4233092 4.4739297 7.2232806 6.1078029 12.7309938 10.2670019 10.5569978 10.2027900 9.9756998 10.6046349 NA NA NA 8.6936472 12.2493269 8.4832289 0.6159812 8.4676993 12.3787475 7.2883752 9.0712773 TCGA-MH-A857 63 0 NA 890 kidney stage i t1a nx m0 male 2012 NA no NA kidney papillary renal cell carcinoma NA NA black or african american not hispanic or latino 1 6 NA NA 5 3 5 3 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5.201959e-07 1.733986e-07 14.2857142857143 38.0952380952381 4.76190476190476 28.5714285714286 14.2857142857143 9.302944 2.112133 17.225194 11.003004 10.647796 7.571563 9.618380 -1.209895 11.172828 12.236382 11.973684 4.697095 9.183594 8.471442 8.109876 7.629408 10.565814 NA 11.136440 4.672844 4.834600 10.812571 11.804437 11.270236 11.639804 9.412255 9.486302 10.409048 8.249635 10.323533 9.135609 10.766768 11.536718 10.576882 8.683505 13.673992 8.164808 -4.7865e-04 -4.7865e-04 -3.6011e-03 2.0805e-03 2.0805e-03 2.0805e-03 5.5459e-04 -4.7079e-03 -4.7865e-04 -4.7865e-04 4.1593e-04 -3.6011e-03 2.0805e-03 2.0805e-03 2.0805e-03 1.1093e-03 4.2255e-05 -4.4312e-03 -3.3243e-03 5.5459e-04 5.5459e-04 1.2481e-03 -4.5695e-03 1.5255e-03 -6.7813e-03 -1.1087e-03 -1.1087e-03 -1.2576e-02 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4.5181259 8.2960150 7.2331470 4.4340610 2.1121330 9.2559128 10.5278734 0.3751785 9.4958358 6.5715631 4.1477544 1.9601410 10.4214534 4.4049167 8.9143247 6.5599093 NA 5.3447930 9.9000342 9.6835051 7.8042240 11.8402222 9.8875774 10.6929555 6.4696841 10.5316706 5.0569910 NA 8.1344992 9.3685763 10.7198318 0.7901882 10.2820567 7.6294076 10.4295442 3.8346000 11.2818061 9.1042203 0.3751785 3.6220753 8.8656826 12.7291674 10.4304485 1.1989341 12.3832433 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 9.3514914 11.9342244 11.2232673 3.3751646 7.4767041 11.1364403 9.7979317 9.2352185 12.3807906 10.7268415 8.8803161 8.2496350 13.1387934 3.1121330 9.9175530 -0.2097284 -1.2098953 10.7993323 7.1255943 8.7513060 11.1239179 11.8398819 12.0206744 -1.2098953 9.8339144 12.3792695 10.8498860 10.0756058 9.6015782 2.3751785 3.8776657 8.5316704 7.4975629 5.4799225 7.5975587 9.3619563 4.2164704 9.1932156 4.2496350 10.2905475 10.9303943 14.6311781 3.1825175 2.6970843 10.1076162 9.6143668 8.6246745 11.1062022 10.8743476 7.2289957 5.0756054 10.2341831 8.0663282 13.1755267 3.6306617 10.1852020 -0.2097284 7.3845282 7.2289957 -1.2098953 9.0569902 10.1521473 11.3425701 3.3751646 6.4975629 2.3751785 12.4497535 8.0045227 9.6590262 11.2237890 9.7008463 -1.2098953 11.5172731 8.9246299 8.9246299 1.3751785 11.0241227 12.6492529 10.8125714 9.3039312 12.3807906 10.7268415 10.0709744 8.7090669 8.9335868 9.3439576 8.8803161 10.2059453 3.6970955 12.6777098 9.6135707 7.5044488 3.1121330 4.4626282 12.0075555 12.1567990 12.8002945 10.3351680 10.1053531 9.2740193 -0.2097284 9.6720823 NA 7.4743208 11.5341964 10.1283829 -1.2098953 8.8856006 10.7534609 7.6450719 8.3019561 TCGA-O9-A75Z 44 0 NA 471 kidney stage i t1a nx mx male 2013 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 2 3 NA NA 2 2 6 3 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3.467973e-07 2.774378e-07 0 16.6666666666667 33.3333333333333 44.4444444444444 5.55555555555556 9.221535 7.559556 12.787594 10.897014 11.205659 7.060954 9.175973 NA 10.486706 13.231920 11.113746 9.188597 9.260476 10.665997 8.485884 7.673592 9.720432 -1.292299 15.294237 2.877725 4.262396 10.289479 11.661564 11.767996 11.144519 9.578942 9.287123 10.209147 8.457677 10.511535 9.547011 10.636696 11.793778 10.572767 10.694716 14.571848 7.520787 0.00958830 0.00958830 0.00083195 0.00471900 1.48220000 1.48220000 0.73720000 -0.00456950 0.00958830 0.00958830 0.00958830 0.00069327 0.00138680 0.00471900 0.00471900 -0.00110870 -0.00110870 0.00000000 -0.00318590 -0.00207840 -0.00207840 0.00360760 -0.00138580 0.00624810 -0.00719580 -0.03026700 -0.03026700 -0.01505400 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 6.1001241 9.2566290 12.0846109 5.7078064 5.6146981 9.5546374 11.9116140 2.7952682 8.5935035 5.6850880 4.8777344 2.9557406 10.0755551 4.6146981 9.4710196 7.3342831 NA 6.2156009 8.7301749 13.3942892 8.9581058 11.6977339 6.0741286 8.9781027 7.5375298 11.1489358 5.5406969 -0.2921219 7.2156019 9.6929377 10.8244761 0.2927817 9.1946424 8.1298718 10.4004228 5.3077199 NA 9.0675567 5.6503223 5.8820341 8.1086865 9.2857457 9.9001000 4.3697247 12.2957933 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 9.0353600 14.0963627 10.8192689 6.7190342 8.2908902 15.2942366 7.9955196 9.1424354 12.3300879 10.3439787 8.4030355 8.4576768 12.6249928 7.4082474 8.4289066 -0.2921219 NA 9.2974583 7.4357278 9.7541060 9.9775183 11.6858026 11.9010245 0.7077898 8.6993292 12.7393361 10.7391638 10.1885974 10.4940768 7.1507506 5.7301753 9.9117669 10.1713316 3.8853303 7.8137158 9.3243561 4.5406969 9.3489558 7.0915116 10.6270430 9.1465990 15.1457056 1.5151573 7.7246155 11.1769402 10.0724890 8.4271959 11.5279862 10.5866245 9.0947475 3.8777344 10.8153513 8.9203523 14.7527989 5.7087087 10.2676623 -1.2922985 7.7817079 7.5087067 -1.2922985 8.8018849 9.9781025 9.3558591 6.7190342 4.4626937 -1.2922985 11.9882880 5.1507506 9.2833465 10.9287901 9.8390211 -1.2922985 12.1488061 8.8473587 9.3995507 2.5151573 9.8588238 11.4203342 10.2894785 10.3619957 12.3300879 10.3439787 10.2738612 8.8714568 7.2391889 9.5914739 8.4030355 10.3999868 -0.2921219 12.6401143 2.0297356 1.8777442 7.4082474 6.1835401 12.5209872 10.0686543 10.7021606 10.3053943 10.3842052 10.8140430 NA 1.2927817 NA 7.7969663 11.4066356 9.2498717 NA 8.2623960 12.0117306 7.3335159 8.9462121 TCGA-P4-A5E6 67 0 NA 3035 kidney stage iii t1b n1 mx male 2004 NA no NA kidney papillary renal cell carcinoma NA 1950 black or african american not hispanic or latino 1 4 1 3 3 1 6 2 1 1 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 2.219503e-06 7.976338e-07 15.9090909090909 15.9090909090909 13.6363636363636 36.3636363636364 18.1818181818182 8.762004 5.893767 13.708434 11.207901 10.666963 6.339567 8.188071 NA 10.723599 13.070499 11.587494 9.586533 8.543581 10.866301 6.375636 7.859153 9.180445 NA 12.380498 5.123248 2.942683 11.609197 10.950960 11.178532 12.115438 9.371177 8.870257 9.209463 7.543581 10.445177 8.780620 10.126560 11.489571 10.773456 10.929846 13.676596 8.805509 0.0086135 0.0084942 0.9089500 0.1929900 -0.0054297 -0.0044312 -0.0045482 -0.0147550 0.0057268 0.0079899 0.0125160 -0.0111980 -0.0016629 -0.1334200 0.1929900 -0.0034627 -0.0034627 -0.0074720 -1.0190000 0.0059700 0.0059700 -0.0024938 -0.0024938 -0.0042929 0.9548800 0.0036029 0.0129340 -0.0929520 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 7.787331 13.872083 11.959485 5.428102 4.123252 9.461422 10.200065 4.123252 8.063692 2.495209 4.123252 2.357721 9.481836 3.035782 9.854368 6.002032 3.428102 6.881277 10.129204 14.640356 9.571062 11.573247 6.013067 7.474578 7.058154 8.817146 NA 8.860745 8.462051 9.196918 12.039128 NA 6.330408 8.830202 10.965045 5.543579 NA 8.679642 6.321189 5.375637 8.018780 10.203117 10.086315 4.069651 11.488084 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 8.7873303 13.0400945 8.8812761 5.7362260 8.0747050 12.3804982 8.6975643 6.8171461 13.2418085 10.3872777 7.9546494 7.5435809 11.0650734 6.1650698 7.1906040 -0.9640946 -0.9640946 8.3756364 6.2549549 8.6962992 8.83668601 11.60777582 11.61061624 2.20570529 8.29552927 11.52688774 9.40647353 10.68279484 9.67964248 5.28371439 5.75003296 10.05398641 7.28371346 4.12325233 7.11793499 9.40101516 4.24523704 8.82368886 8.07470505 10.67150436 9.72491062 15.83021478 4.20571311 6.43666491 11.15375392 9.95315827 9.49931056 10.47665539 9.17021251 6.73622602 4.08018010 10.00804801 9.38893300 14.01708592 6.36032740 9.85835701 NA 8.01546858 7.51556660 -0.96409462 6.26460399 9.73795896 8.94867560 5.73622602 5.59037447 NA 10.76964894 5.69399704 11.09513068 12.26219840 10.90961479 NA 10.86471607 7.87813677 8.25253204 3.84313968 9.60279164 12.08069257 11.60919675 9.24157947 13.24180851 10.38727766 10.46937167 6.05815412 9.68683788 9.79834267 7.95464941 9.67693484 1.62072715 13.76248335 1.03576465 1.03576465 6.16506979 1.84313968 12.17565730 10.29788104 10.31307360 10.66650834 9.26580677 10.31307360 NA 1.35772090 0.03576465 8.52565431 11.78492659 7.85276981 -0.96409462 9.40756286 10.85036869 6.18553358 7.82368886 TCGA-P4-A5E7 74 0 NA 2649 kidney stage i t1b nx mx female 2004 NA no NA kidney papillary renal cell carcinoma 24 NA white not hispanic or latino 2 3 2 1 4 3 5 3 3 3 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 1.699307e-06 7.282743e-07 8.45070422535211 30.9859154929577 18.3098591549296 21.1267605633803 21.1267605633803 8.864004 6.089958 13.859037 11.271455 11.406540 6.983699 8.703657 NA 10.622400 12.791546 11.691717 6.502859 8.556357 10.446885 9.334737 7.416998 10.163798 NA 14.813159 5.164810 3.733474 12.179177 12.595613 11.369438 12.511450 9.617597 9.875192 9.975636 8.880138 10.703099 9.224354 10.974191 11.446051 10.387783 10.218997 14.066797 7.677763 0.0127330 0.0221720 0.8260900 -0.0042855 1.6324000 1.6324000 0.7962700 0.0025043 0.0127330 0.0221720 0.0221720 0.8054000 -0.0067739 -0.0042855 -0.0042855 -0.0128440 -0.0079185 0.0031985 -0.0154590 0.0045875 0.0045875 -0.0031785 -0.0031785 -0.0060830 0.8030700 -0.0480650 -0.0208170 -0.0220510 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 0.805 0.805 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 0.805 0.805 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 6.3964370 10.0613993 12.5480306 6.3964370 3.5959690 9.3771537 10.3751410 4.4704393 8.3184348 4.7765409 4.2740380 4.4964304 10.0554005 4.4439646 9.2806005 7.9857651 0.2740529 6.6019683 9.6526969 10.6839726 8.7672291 11.8913552 7.2627254 8.2889911 7.2321100 11.1587201 1.6890755 1.2740529 8.4655113 9.3799493 10.5835171 2.4964368 7.5625225 9.1938971 10.4765728 5.8286290 2.6890755 9.2243536 5.6198150 5.5930818 7.6214995 9.8033347 10.1769182 4.6348720 12.8949784 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 9.4580895 13.4926040 9.6918934 5.1968745 7.6227686 14.8131592 8.9358189 9.0575848 12.0257243 10.2608309 10.9112694 8.8801376 12.9672373 5.3895186 8.6519744 -0.3109693 -1.3107903 9.5959689 7.1607538 9.9828142 10.1000595 11.5730579 11.5513282 2.3895117 9.3047079 12.3786395 10.6880212 10.1597371 10.7985726 6.9417437 5.4834934 10.1153430 9.9202994 4.9311110 7.5808623 8.5686615 5.0813950 9.6670736 5.0984701 10.0177532 9.4305452 14.7233829 3.8985276 5.9558638 10.4397853 9.6352536 8.6476311 11.0630309 9.9244942 8.8299079 5.0813950 10.7351791 9.0411217 14.5770842 7.7578300 10.3575201 NA 7.8142594 7.6345221 1.0109946 8.9070361 10.2224080 9.1572441 5.1968745 4.8590054 NA 11.9707186 6.9928590 8.6904866 10.4518755 9.9622910 -1.3107903 11.0556737 8.9106655 9.1698684 0.2740529 10.2403059 12.2415072 12.1791770 10.1973682 12.0257243 10.2608309 10.0143837 8.8119064 7.3544143 9.5097358 10.9112694 10.2013249 3.0813908 12.7464778 1.8590154 5.2589334 5.3895186 5.4834934 11.9324010 10.5910765 11.2359727 9.7877684 10.2991803 10.0322640 2.0109946 -1.3107903 NA 7.9382864 10.8872716 9.3667980 -0.3109693 8.6749203 11.4694130 7.0422252 8.6389050 TCGA-P4-A5E8 57 1 1306 NA kidney stage iii t2a n1 m0 male 2004 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 3 6 2 3 5 3 6 3 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 8.323135e-07 3.121176e-07 32.3529411764706 23.5294117647059 2.94117647058824 29.4117647058824 11.7647058823529 8.638562 5.960491 13.140645 10.959429 10.839388 7.606382 8.160019 4.638560 10.426848 12.292355 9.898720 9.034915 9.218211 8.667443 8.265345 7.279020 9.605025 NA 13.133241 1.551098 10.599586 10.513995 11.467703 10.639225 12.093647 9.332459 8.863982 9.465484 8.525514 10.473683 9.078576 10.481097 10.989891 10.806718 10.450456 12.150547 6.305987 0.1378600 0.1530800 0.0365120 0.0000000 0.0406090 0.0640820 -0.0483420 -0.0706100 0.1421400 0.1530800 0.1530800 0.0365120 -0.7324900 0.0274970 0.0000000 -0.8070800 0.0781500 0.0343950 0.0013868 -0.0879770 -0.0879770 -0.0507760 -0.0373540 -0.0710710 0.6544300 -0.0761450 -0.0765450 -0.1056500 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 -0.770 0.000 0.000 0.000 0.000 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 -0.770 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 7.0746606 12.1838671 11.4352696 5.0105292 1.8730257 9.0039991 11.0084800 3.5510976 9.1416862 4.7990251 7.5397838 NA 10.3831979 3.7990251 10.8622797 6.1991325 NA 9.6050250 9.5665142 9.3275320 8.5510991 11.9028665 8.4028479 4.3584525 6.6279147 12.6835988 0.5510976 0.5510976 8.6957572 8.0979936 11.0242974 5.3584525 5.0429507 9.2601828 10.8301292 4.3584525 3.3584525 9.6359074 9.0883173 3.1360601 7.5790051 11.0199318 10.4647365 3.1336622 11.5810591 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 9.875280 13.161778 7.487737 5.481835 8.335734 13.133241 9.506749 7.128527 13.220095 7.921786 9.591389 8.525514 12.279020 6.670040 7.977364 NA NA 11.367683 6.528379 9.707068 10.3808217 12.1150103 11.7415411 0.5510976 8.5900181 11.8064227 10.8611438 11.5009258 10.0379341 5.7008475 4.5954917 10.9206964 8.9064502 6.8639818 7.6063815 9.3950202 7.4699625 9.7568924 -0.4489024 11.2106491 9.3340972 13.0299950 3.6385604 3.6385604 11.3760578 9.8120186 8.5510991 10.6537309 10.3616707 7.7059171 6.6063815 10.7109704 7.8685115 13.2987676 7.6009476 10.1886296 NA 8.0607159 6.8998270 8.1435562 8.8318700 10.3800288 8.8480154 5.4818349 2.7210226 NA 12.0258190 7.8318696 8.9239642 11.3930565 10.2653445 NA 11.2003553 9.0349148 10.5433293 0.5510976 9.6359074 11.4398423 10.5139951 10.3009685 13.2200948 7.9217862 10.3656815 8.6596235 3.3584525 9.3037305 9.5913888 10.7853178 3.3584525 13.4312565 2.7210226 3.2515373 6.6700401 4.7210226 12.4191499 10.6097673 10.8382342 10.0697522 9.8353448 10.7817200 NA 0.5510976 NA 7.9094425 6.6061638 9.4759115 2.1360601 8.8341875 11.2734797 4.3584525 6.9348031 TCGA-P4-A5EA 54 1 201 NA kidney stage iii t3a n1 mx female 2007 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 1 6 1 3 4 3 5 3 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 9.710324e-07 2.427581e-07 11.4285714285714 20 17.1428571428571 45.7142857142857 5.71428571428571 8.4258021 0.3896769 12.1725139 11.2256786 10.9244175 6.4449105 8.5191688 NA 10.5862304 12.3975316 11.2802726 8.4744369 8.8470091 9.1677054 7.7250185 9.2240994 9.8273803 3.2965161 12.6718480 2.1969847 5.3438235 11.0896345 10.7706034 10.0343859 11.5654897 8.1872897 9.2935100 9.8864820 7.7070409 10.6057678 8.8158930 10.4360702 11.2745620 10.3754702 11.4853550 14.3885272 8.8289397 0.0139110 0.0176840 0.2220600 -0.2460600 0.0066653 0.0118180 0.1911700 -0.2449600 0.0174040 0.0150520 0.0176840 0.2196000 -0.2444800 -0.2460600 -0.2460600 0.1206400 0.1134200 -0.2509200 -0.0012473 0.1168200 0.1168200 -0.2493400 -0.2493400 -0.2487300 0.1972500 -0.0109220 -0.0109220 -0.1559200 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 10.2058119 10.4119961 11.1693476 5.9745913 5.4981519 8.9932546 10.6196487 4.0334847 9.2676793 7.3896279 7.4557176 NA 10.2499394 4.1445196 10.9210097 6.4671914 0.9746027 7.8894742 11.2058120 11.3336082 9.0865959 12.0400069 6.8490598 8.0043379 6.5893006 11.8428989 NA -0.6104332 8.4285474 10.6564149 11.7222244 NA 8.3554128 9.6292267 10.5825375 9.5670478 7.6796469 9.1544999 4.8158930 4.7471779 8.2965189 10.8106937 10.3804414 4.5635548 9.9619117 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 9.749378 13.739808 7.944217 9.192145 6.665752 12.671848 9.308491 6.628033 12.910247 9.711556 10.913190 7.707041 11.731147 6.144515 8.000653 2.196985 NA 9.362608 7.423051 8.188521 9.7160577 11.5272599 11.1945660 1.7115390 7.9820855 11.3181467 9.9575844 11.3913883 10.4757645 7.8242568 8.7070409 10.8764633 11.3615310 6.6470166 7.8032561 9.1969832 8.8011393 9.5214852 NA 10.3481810 9.6387418 17.0663154 11.9983451 5.1175496 10.3409130 10.2074114 8.7471803 11.4404972 9.5843851 8.0478399 8.3438244 10.9969586 7.7801414 13.6300470 8.1658311 10.1685267 0.3896769 7.1840442 9.7328141 5.5393760 5.1175496 9.8169411 7.7294780 9.1921446 4.2476086 0.9746027 10.7679231 4.4340210 9.4543711 11.5576736 10.6831000 2.3896219 10.1486843 8.6773405 9.9190589 1.3896219 9.9171053 11.2082105 11.0896345 9.9528245 12.9102470 9.7115563 10.5978626 5.8814811 5.0620526 10.0198681 10.9131903 10.0735001 10.5614306 13.5816899 4.3896288 3.1969847 6.1445155 3.0900743 12.8949437 9.9689442 10.5800703 10.3924433 9.2460539 11.1775309 7.8032561 4.5151952 -0.6104332 8.8468246 10.7602176 7.9932549 3.7115610 7.3896279 11.2022067 5.9131910 9.0514064 TCGA-P4-A5EB 83 0 NA 3015 kidney stage i t1b nx mx male 2006 NA no NA kidney papillary renal cell carcinoma 18 NA white not hispanic or latino 1 2 3 3 3 1 4 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 2.947777e-06 1.040392e-06 7.56302521008403 22.6890756302521 10.9243697478992 37.8151260504202 21.0084033613445 9.0002640 8.3759061 14.2895664 10.6786687 10.9763774 6.6351057 8.9714763 3.5030815 11.2298634 13.3699958 10.5565510 8.7497391 9.1811495 10.5243351 8.7573187 8.1736157 9.8086833 -0.4037327 12.3760089 3.3510770 3.1197546 10.4091665 11.1013286 11.3674701 12.6978344 10.1956349 9.2957593 9.6364767 8.0161469 10.1970290 8.7254699 10.3258077 10.6126470 10.8111131 10.4891092 13.0702731 5.4665521 0.45905000 0.45905000 0.00000000 0.49009000 -0.01156500 -0.00373950 0.50411000 -0.01862800 0.45905000 0.45905000 0.45905000 0.00000000 0.00059352 0.61480000 0.49009000 -0.01739100 -0.21164000 -0.01519100 -0.01739100 0.48389000 0.48389000 -0.01466300 -0.01466300 0.47598000 0.50116000 0.00930980 -0.01188700 -0.29189000 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 3.7254685 11.1792697 12.3558671 3.7254685 0.5961719 9.7710378 10.6909244 2.0556122 8.5662927 2.7661075 3.7661075 4.5961898 10.2122763 2.5961957 9.5583601 7.2203977 0.9180809 5.3241085 10.0276846 15.9344855 8.4727038 12.1170511 5.3510735 8.4665517 6.5961868 9.3232566 1.1811662 9.5741823 8.0739450 8.2127357 10.8366802 1.9181190 5.1197504 8.5060798 10.6696591 2.9885029 4.5734654 9.1820884 7.9515383 3.6405862 7.7020958 10.4897350 9.6330473 1.2944296 12.3685520 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 8.774852 12.778969 11.200277 2.766107 7.656883 12.376009 8.471168 8.377547 12.791790 10.493276 6.966875 8.016147 12.346371 5.181150 8.141151 -1.403924 NA 8.970140 6.815355 8.787135 10.5302464 11.1324342 11.4551393 2.9181190 9.6783360 12.5434586 10.4095673 11.2362059 10.3680890 6.0140406 4.0880398 9.0525414 7.5416310 4.5030752 7.8369782 8.9438082 2.4035404 9.5342963 6.8676494 10.2512704 8.5947773 14.3689912 2.5030688 4.3775472 10.4003179 9.3147199 10.6899346 11.4879706 9.2053656 6.4099679 3.6405862 10.8902333 9.3224050 14.1798280 8.0277053 10.2145724 -1.4039236 7.5070993 6.2826881 2.0556122 8.7007858 9.9011085 9.2606343 2.7661075 6.3510753 NA 12.0497148 3.8056433 11.3187811 10.8653136 10.2108968 NA 10.6912543 8.8068583 9.1401853 5.1660445 10.1074454 13.0402312 10.4091665 9.3791851 12.7917898 10.4932761 10.3155757 9.2436453 8.2615228 10.3286978 6.9668746 10.3726200 0.1811662 13.4528070 0.1811662 2.1811344 5.1811503 4.0556208 12.3351236 10.7322168 11.7245035 9.8781170 10.4019308 8.8500343 0.5961719 4.0224477 2.1811344 7.7336648 10.3683159 9.3775468 -0.4037327 8.9338090 11.4055531 7.1923767 8.0940386 TCGA-P4-A5ED 51 0 NA 2816 kidney stage i t1a nx mx male 2005 NA no NA kidney papillary renal cell carcinoma NA NA white hispanic or latino 1 1 1 3 5 3 4 3 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4.161568e-07 1.733986e-07 11.7647058823529 35.2941176470588 23.5294117647059 23.5294117647059 5.88235294117647 7.910305 NA 9.643925 11.788941 10.684493 4.936299 8.752827 NA 9.795169 13.145405 14.393681 6.563573 8.952312 13.043704 7.333516 7.923361 9.417811 NA 12.845872 3.829383 4.376874 11.514807 10.704484 9.040337 11.788718 9.306365 9.758302 10.220380 6.604678 10.827650 9.072925 10.239428 10.895474 9.779997 10.429298 13.463148 9.721402 1.3863e-04 0.0000e+00 9.5883e-03 1.3863e-04 -5.5375e-03 -5.5375e-03 2.7745e-03 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 2.9133e-03 -8.1957e-05 1.6642e-03 1.6642e-03 4.1593e-04 4.1593e-04 1.6642e-03 4.2210e-03 1.2511e-02 1.8523e-02 1.4330e-02 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7.4820916 11.9123525 10.8049019 8.3359593 5.2988709 8.3910399 11.3774655 0.1289532 8.9977674 7.4776733 7.2633716 3.8293828 9.3563923 3.6525094 9.8921572 6.7832943 3.4508681 7.9962238 9.0729250 10.4317094 9.7700935 10.8577158 7.4598619 6.2582287 7.9330757 12.1422676 2.1289532 3.3768738 7.9233608 11.7037750 10.6743921 0.1289532 9.8066646 10.1282403 10.9249845 7.5298241 NA 8.1923402 2.9363081 6.2888163 8.3038707 8.7454938 9.8888330 3.9373256 10.1208281 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 7.1678637 13.2778187 9.1760689 5.6525066 6.8636548 12.8458715 7.0889472 6.6127609 11.3224703 10.3998242 7.8119398 6.6046778 11.3556582 4.8013708 7.9135800 0.1289532 NA 7.7362754 7.8189432 7.9707294 8.8206886 12.1349203 11.5968051 7.6603261 7.7362754 11.0429562 10.8636546 9.3371792 9.2774215 7.5842718 6.9869263 12.2836048 9.3517398 4.6207975 7.6681035 9.4654515 5.5883758 9.1882894 8.4189636 10.1983947 9.6835338 17.2647444 6.9168480 5.6681049 11.9354946 10.0123519 7.8904959 10.4457921 10.2562944 8.3162969 5.1733393 10.4050693 8.6006203 14.1423112 6.6359473 10.0809581 NA 7.0115884 9.3432641 NA 6.8154461 9.2951079 7.5212620 5.6525066 6.7214014 NA 9.5729245 6.5718891 10.6690729 12.1632281 10.6608137 0.7138717 11.3283106 7.5924690 8.8328486 NA 9.7307157 11.0459440 11.5148073 9.3335161 11.3224703 10.3998242 10.4726859 5.4327256 5.4508714 10.8325933 7.8119398 9.1218831 6.6207975 13.4099331 2.4508813 1.9362893 4.8013708 3.2988636 11.6406976 8.2137531 8.2761500 10.7491647 9.6613009 10.1275354 NA 1.7139157 NA 8.3790777 11.8160253 7.6046785 2.1289532 7.8397512 11.2764679 6.1289450 8.6873655 TCGA-P4-AAVK 74 0 NA 1590 kidney stage iii t3a n1 mx male 2010 NA no 100 kidney papillary renal cell carcinoma NA 1951 white hispanic or latino 2 2 3 4 3 1 4 1 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 8.124150 6.756615 15.026590 11.169100 10.756945 7.072212 9.015762 -1.341537 10.450967 11.671208 10.589690 9.417639 8.566976 10.105667 6.669811 6.658583 10.109279 NA 13.667887 2.359015 2.906506 11.034709 11.496095 11.602014 12.087598 11.233886 8.848408 9.036878 7.787867 10.333217 9.308738 9.844698 11.645847 10.862237 9.367667 13.831753 5.437973 0.00708260 0.00708260 -0.00092962 0.00444110 0.70232000 0.70232000 -0.01711600 -0.01009400 0.00708260 0.00708260 0.00791750 -0.00263220 -0.80236000 -0.01285100 0.00444110 -0.00761010 -0.00027724 -0.00733390 -0.01642900 -0.00830050 -0.00830050 -0.00705760 -0.00705760 -0.01629200 0.66346000 -0.03830600 -0.03572100 -0.08559000 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 5.4787615 11.2167650 11.0546530 5.6698120 2.6585771 10.5987649 10.4448531 6.2879395 8.7353990 5.2284378 5.1663780 0.2435472 9.9749782 4.5412236 9.8409779 6.7597191 2.2435472 4.8874034 9.8490255 15.2801940 8.1782197 12.2986024 6.0249047 10.2663762 6.5351012 6.8582558 -1.3415371 9.0357941 8.9230261 9.1752683 11.7810880 2.7460547 5.8777516 8.1624095 11.1762529 4.2435472 NA 9.0259983 9.6968166 4.7460440 8.5025045 9.5845903 10.6854527 2.3343967 11.0179515 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 8.9646453 13.2093904 9.8539557 4.2732921 6.7084314 13.6678873 7.9646453 7.8849959 13.0084867 9.9082895 9.1594253 7.7878667 12.6384552 4.5654753 7.2284387 NA 0.2435472 7.7111514 6.2131723 8.4764465 10.1154512 12.0081412 11.5632181 2.2435472 8.8777519 11.7053665 10.3248075 11.4894948 9.4284213 6.8184544 4.2732921 8.8260015 8.3380638 5.8754262 7.1663780 9.3015378 4.4399422 8.9241985 6.2435453 10.6750436 10.2011317 15.5107228 1.9805006 1.2435472 10.5586955 9.2897605 9.5907983 11.0287260 9.2668383 8.2341229 4.5165636 10.3637839 9.9133996 14.9977202 8.6835291 9.9731667 NA 8.4358882 7.3345406 -1.3415371 8.7981348 9.9560729 10.3607475 4.2732921 6.6415764 NA 11.8995238 1.9805006 11.9761374 11.1826354 10.7067297 NA 11.1151945 8.3830973 9.3813911 1.2435472 9.5833959 12.9153819 11.0347089 9.8440783 13.0084867 9.9082895 10.4795602 8.4787623 7.4659386 9.5013973 9.1594253 9.8064244 0.6585543 13.1286703 2.8285097 3.1821520 4.5654753 2.9805189 12.8690265 11.9374685 11.9900603 9.7206296 9.5952215 9.6380087 NA 4.7460440 NA 7.6980781 11.5074900 8.5922743 1.6586000 9.1454184 10.9652148 6.3932926 6.2879395 TCGA-P4-AAVL 85 1 487 NA kidney stage iii t3b n0 mx male 2010 NA no NA kidney papillary renal cell carcinoma NA NA white hispanic or latino 2 3 2 2 2 3 5 3 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.699307e-06 5.548757e-07 18.1818181818182 19.6969696969697 22.7272727272727 22.7272727272727 16.6666666666667 8.448032 4.838619 13.011130 11.235331 10.834565 5.875144 8.508458 NA 10.329647 13.517285 11.952492 9.850131 8.765103 10.848983 7.489853 7.115457 9.670858 NA 14.737431 1.138159 2.138192 10.104923 11.194792 11.736229 11.810013 9.223871 8.829339 9.943383 7.160545 10.686357 8.908566 10.429731 10.622664 11.115934 9.730634 14.460152 7.542523 0.00777830 0.00777830 0.72962000 0.00152550 0.77483000 2.08570000 0.81474000 -0.00843850 0.00777830 0.00777830 0.00777830 -0.00882670 -0.04224500 0.90553000 0.00152550 -0.00055444 -0.00055444 -0.90783000 -0.03951900 -0.06614300 -0.06614300 0.02473000 0.02473000 0.03185900 0.01936300 -0.09353500 -0.01904000 0.09333000 0.000 0.000 0.000 0.000 0.740 0.740 0.000 0.000 0.000 0.000 0.000 0.000 0.720 -0.849 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.730 0.000 0.000 0.904 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 0.000 0.720 -0.849 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.730 0.000 0.000 0.904 0.000 0.000 0.000 1.456 1.456 0.785 0.785 0.000 0.000 0.103 0.103 5.4601036 12.0935847 11.7051823 7.1531274 3.3605750 9.7657351 10.4623575 6.8386165 8.5304945 3.6406788 5.4111957 6.7430396 9.4998576 4.0767728 9.7442736 7.2561492 NA 6.3605697 9.0370302 14.1753235 9.6219927 11.7492018 5.8200002 9.2167725 7.7181212 9.5030412 0.5532622 3.3605750 7.6084966 8.8339852 11.4010548 NA 8.1970707 8.2362089 10.3637861 6.2114250 NA 8.4986582 3.6406788 5.3833172 8.1679244 9.8844001 10.0787352 3.6321635 11.0315189 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 8.930425 14.275969 9.281135 3.723143 5.702962 14.737431 8.850131 6.630030 12.535317 9.705499 12.450871 7.160545 11.901389 5.483951 8.740566 1.553213 NA 8.863827 8.080691 9.006835 9.4809923 11.5675837 11.7111929 -0.4467378 8.0610093 12.0821569 10.1456715 10.1979720 9.7393287 6.5755816 5.8011431 10.9689562 9.9982292 6.0429813 7.7281402 9.5304943 4.5532130 8.5783538 7.2185506 10.1353565 9.9626054 15.5202155 1.8751510 8.1789232 11.3737923 10.3549228 8.4601049 10.9768556 9.4735674 8.0689142 6.3081024 10.8575658 8.6893596 14.4117297 7.8477433 10.0208200 NA 7.0721433 7.0370307 0.5532622 7.5866372 9.8683641 8.7080327 3.7231435 4.3605680 -0.4467378 11.5856046 4.6406788 10.6617389 11.4381481 10.6219927 1.8751510 11.1775530 7.9583561 9.4795105 4.4601069 9.8694959 11.1484719 10.1049226 9.6747479 12.5353167 9.7054993 10.5139404 6.1825711 6.5644422 9.4323381 12.4508709 9.8941772 3.3605750 12.9431146 1.1381591 1.1381591 5.4839512 2.5532130 13.1063637 10.2203260 10.1586940 10.6286936 9.5755822 10.6921261 NA NA 4.2536565 8.8538644 12.3029289 8.2362089 NA 7.8706273 11.4216512 6.9369182 8.1230702 TCGA-P4-AAVM 69 0 NA 1539 kidney stage i t1a nx mx male 2010 NA no NA kidney papillary renal cell carcinoma NA NA white hispanic or latino 1 2 3 4 3 1 2 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.144431e-06 6.935946e-07 11.3207547169811 18.8679245283019 15.0943396226415 26.4150943396226 28.3018867924528 8.667513 7.264055 14.759433 11.452500 10.626508 7.027614 9.192017 NA 10.141571 11.568685 12.046634 8.284873 8.400032 10.817930 2.837782 7.007715 9.293117 NA 12.460299 1.422771 1.422771 11.700815 11.801734 11.250360 12.259066 9.721960 9.363311 9.022665 8.632206 10.250360 8.982448 10.684064 11.621607 10.588497 10.243995 12.749369 7.447929 0.00471900 0.00805670 0.84534000 -0.00657980 -0.00930730 -0.00401620 0.00555290 -0.00083160 0.00471900 0.00471900 0.02595200 0.84061000 -0.00526100 -0.00328620 -0.00657980 -0.00027724 -0.00096768 -0.00013862 -0.00664320 0.00485790 0.00485790 0.00000000 0.00000000 0.00000000 0.83900000 0.00833510 0.00833510 -0.00415460 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 3.7446778 11.5712290 12.0048945 2.4227443 -0.1621375 9.6999468 10.4644116 NA 8.9644945 2.4227443 3.9252494 -0.1621375 9.9742172 2.6451483 9.7066126 5.9148204 NA 3.4227578 10.1608447 12.7261527 7.5724994 12.4211078 4.7919859 9.6338295 5.6191489 5.6451454 0.8377818 10.6026616 8.9541341 7.5859825 11.4716933 -0.1621375 5.2640560 7.7326077 10.7019761 -0.1621375 NA 9.2640548 9.2619562 4.2362783 7.8656962 9.0898167 10.7035232 2.8628283 10.4559735 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 9.7876166 12.5822034 9.4283769 2.4227443 7.8656962 12.4602994 8.2171682 8.1731804 12.8273619 10.0557477 7.0077147 8.6322057 11.9948210 3.6451483 5.9875369 NA -0.1621375 7.7566531 5.9875369 9.5273513 10.0102174 11.5763045 11.3455846 -0.1621375 9.3236193 12.0785813 10.1057471 11.3351428 9.2703318 2.6451483 3.0077158 9.5657105 8.0617919 5.0033009 7.3376362 9.2128295 2.4227443 8.9619112 6.8601583 10.7484327 9.3013144 14.9194398 -0.1621375 0.8377818 10.3386319 9.0951778 9.3827543 10.6370716 8.9593236 8.5031257 3.2972208 9.9989218 9.4816461 14.1539300 6.4807805 9.9146056 NA 8.8440881 5.7919859 NA 9.1045765 9.9463145 9.2380505 2.4227443 6.8490172 NA 11.4274411 -0.1621375 11.9960841 10.9404219 10.2879702 NA 10.3933377 8.3094650 9.1069167 NA 9.7948920 12.6240596 11.7008147 9.5207846 12.8273619 10.0557477 10.1843037 8.7204331 7.4524999 9.3754743 7.0077147 10.1809757 0.8377818 13.1437092 -0.1621375 -0.1621375 3.6451483 3.6451483 12.5845142 11.7674182 11.8872982 9.8670771 9.7506794 9.0201844 NA 0.8377818 NA 7.6027278 10.7668634 8.9515321 NA 8.8293117 10.8991611 7.2041123 7.3216062 TCGA-P4-AAVO 69 0 NA 2400 kidney stage i t1b nx mx male 2008 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 1 5 3 4 5 1 2 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 8.255902 5.390203 13.911963 11.611307 10.561018 6.406144 9.785464 NA 10.110238 12.590747 10.067022 9.935897 8.445245 7.692766 7.229267 6.527707 8.796195 NA 12.247078 1.483313 3.705701 7.598789 11.494516 11.038541 11.716533 9.972491 8.053168 8.669839 6.653238 10.165137 8.858352 9.879917 12.082295 11.529982 10.554775 11.258648 5.481509 0.00000000 0.00000000 0.00319100 -0.00277070 -0.00940460 -0.00940460 0.01670500 -0.98730000 0.00000000 0.00000000 0.00000000 0.00319100 0.00041593 -0.00277070 -0.00277070 0.00444110 0.00305220 -0.00290910 -0.97637000 -0.00083160 -0.00097017 0.00069327 0.00069327 -0.01560400 0.96124000 0.02777800 0.04358200 -0.13432000 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 5.2906677 14.2825940 11.1918216 4.8983486 0.8983245 8.8296783 11.0295638 9.4120776 7.2292668 4.4219100 NA 3.3577772 9.6660047 3.4833128 9.5848505 6.5575602 4.9427444 6.6262697 9.6714891 15.7181548 8.5636859 12.2387564 7.2382003 8.8437939 5.1078050 8.1510155 1.4833128 5.3902034 8.8727644 7.8641341 11.7609873 -0.1015981 6.0881755 7.3162028 11.2393127 -0.1015981 2.2202680 9.4041615 7.9963820 3.4042356 8.8698936 9.5955434 11.0707775 NA 11.8185316 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 9.699250 13.113580 9.464404 1.483313 6.692766 12.247078 8.341293 7.078259 14.087943 9.583099 6.452938 6.653238 11.961745 5.875630 8.032776 NA NA 7.805240 6.220278 7.673400 9.6797097 10.9617450 12.1465740 NA 7.8813434 11.3756022 8.9290172 11.9172456 8.9963820 5.9207173 2.8983438 8.4908068 7.8467171 4.9858146 6.8408648 8.6895127 6.7687150 8.3781301 6.4375091 9.1604448 10.3423295 14.5953718 2.2202680 8.3536770 10.4179861 9.1604448 9.5075287 10.6473813 8.5953175 7.9590456 2.4833128 9.9234894 10.0067045 13.7299541 6.3653041 9.5385948 NA 7.3495608 5.8525457 4.8525482 7.7057050 9.6648789 9.9688063 1.4833128 3.2202835 7.6057091 11.8327780 2.8983438 10.3350615 11.6022535 10.4404145 -0.1015981 10.1883688 7.3902034 8.8641341 3.3577772 8.8022317 12.5442335 7.5987895 9.0379013 14.0879429 9.5830986 10.8641342 6.9207173 8.2559020 9.2250042 6.4529380 10.1918216 -0.1015981 14.0460319 -0.1015981 -0.1015981 5.8756302 0.8983245 13.2388955 10.6574059 11.5422061 10.0250544 9.2292668 10.0430081 NA 3.8983535 -0.1015981 8.3858684 10.8093673 7.7809931 1.4833128 9.0582212 10.8597996 7.0068747 7.3412938 TCGA-PJ-A5Z8 60 0 NA 600 kidney stage i t1a nx m0 female 2013 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 1 1 1 3 5 3 5 3 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.213791e-06 4.855162e-07 7.84313725490196 23.5294117647059 15.6862745098039 31.3725490196078 21.5686274509804 9.0857425 7.0540334 12.1873240 10.9898425 11.3513518 6.7629427 8.2853749 -1.6077925 10.8323460 11.4541329 10.4156633 7.3464517 9.6144465 7.5943791 9.0952939 8.5684285 10.8621515 0.9772433 13.0942657 0.3922075 4.0926980 11.8275350 12.4431958 10.8253192 12.5171845 8.9118917 9.8755674 9.5540172 8.6868762 10.6165587 6.9000505 10.7808110 11.8734242 10.5527572 10.5426374 14.7990417 8.2946304 0.00055459 -0.00097017 0.00000000 0.00083195 -0.00235530 -0.00235530 0.03270400 -0.45447000 -0.00097017 -0.00097017 -0.00097017 0.00000000 -0.00484610 0.00083195 0.00083195 -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 0.000 0.000 0.000 0.000 0.500 0.500 0.000 -0.478 -0.466 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.470 -0.470 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.500 0.500 0.000 -0.478 -0.466 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.470 -0.470 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 8.8851100 12.1613701 11.1118581 6.8351990 6.1801578 9.1820663 10.1060715 -1.6077925 8.8568012 3.7845773 8.0032801 3.7141796 10.5183145 4.9468431 9.3111187 7.2287793 0.7142235 7.0433073 9.0743722 13.0443329 8.9265584 12.5195244 7.0996150 7.5241123 5.8434664 8.2916123 5.7409842 4.0926980 7.9564052 10.8090530 10.9933298 2.1996252 8.7096680 8.4569983 10.4170488 5.0926937 3.1471439 9.8206155 3.2991421 5.1821162 8.4325452 9.7064931 10.2817594 1.1954736 10.6922905 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 9.456324 13.039939 9.281759 7.696036 8.135407 13.094266 8.967795 8.108218 12.895398 10.733774 9.671866 8.686876 12.498409 7.436650 5.835199 NA NA 9.930444 7.120176 9.423350 10.5693635 10.9461247 11.1649824 5.5820802 10.0297859 12.7003811 10.2980184 10.7307133 10.4427843 4.7321064 7.3021481 9.7124919 10.9696842 4.6960383 8.1488116 8.9837777 5.6868759 10.2088391 3.3922487 10.6041437 8.8069407 16.0478001 5.6306588 7.3950705 10.8108987 9.5464406 8.6378080 11.4960350 9.6449209 8.9000502 5.3809407 11.3731090 8.8300074 13.4289442 6.5788648 10.6240766 NA 7.5033909 9.0078851 -0.0228300 8.9138558 9.5150834 8.0088045 7.6960363 8.6413690 NA 11.2838493 0.9772433 9.9668489 10.9965770 10.1558828 1.1996252 10.7643043 8.3623612 9.6885981 -1.6077925 10.4613695 12.5753480 11.8275350 10.4431244 12.8953979 10.7337743 10.0513595 8.7498074 7.7824243 9.8025054 9.6718660 10.5134652 4.5420042 12.7775112 4.1736152 4.2251438 7.4366499 5.9544988 12.5013515 9.7909991 11.1254826 10.0805058 10.5401694 10.5752704 3.1471439 0.7142235 NA 8.0584264 10.6341314 7.8414040 -0.6077925 8.0629118 11.7092440 7.1030622 8.5857809 TCGA-PJ-A5Z9 80 0 NA 540 kidney stage i t1b nx mx female 2012 NA no NA kidney papillary renal cell carcinoma 25 1960 white not hispanic or latino 3 4 1 1 2 2 3 2 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 1.144431e-06 5.201959e-07 13.4615384615385 28.8461538461538 11.5384615384615 36.5384615384615 9.61538461538462 8.958309 5.202484 13.814972 11.380472 10.741371 5.598413 8.076953 NA 10.649785 13.259574 11.443401 9.850385 8.547014 10.738647 8.526941 8.027806 10.268951 NA 13.114323 3.070029 4.761913 11.514571 11.654326 11.658461 11.899025 9.793761 8.986143 9.186578 7.559419 10.485288 8.403018 10.569880 11.369242 11.149314 10.017053 14.633120 7.088915 0.7941300 0.7987800 0.8591800 -0.0083005 0.8500800 0.8500800 0.8260800 -0.0156520 0.7941300 0.7941300 0.7887900 0.8463200 0.0026357 -0.0083005 -0.0083005 -0.0089906 -0.0124080 0.0000000 -0.0067813 -0.0058421 -0.0058421 -0.0030475 -0.0030475 -0.0051227 0.8362800 -0.0164290 -0.0164290 -0.0179410 0.000 0.000 0.000 0.000 0.844 0.844 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 0.844 0.844 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 4.3237880 10.6937750 11.7312642 4.6915230 1.9545686 9.9522070 11.7147225 7.7359168 7.7359168 4.4988763 6.2764855 3.5395187 9.7257713 2.5395311 9.1833756 7.5073031 0.9545686 4.5790474 9.5631198 15.0263546 8.2213435 11.9012197 6.7183233 9.4316407 7.9620515 7.2087982 0.9545686 8.6363810 8.9087535 7.7874468 11.3916155 2.3696061 6.3468736 7.5495036 10.6486247 3.9545593 -0.6303939 8.6573070 6.3003324 5.7271472 8.1607574 9.4055483 10.1664453 3.7292591 12.1863582 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 8.910691 13.753164 8.170494 4.013453 6.488536 13.114323 9.731538 7.897072 12.004179 9.731538 7.881347 7.559419 12.079971 5.539519 8.995303 NA NA 10.378023 7.544520 8.338665 9.7619120 11.4712420 11.2310692 0.9545686 8.3208791 11.4184219 9.9116591 10.7900811 9.4316407 6.7005119 5.3695956 9.3382613 8.2764850 4.1769530 8.4139888 9.4289390 5.4356853 8.6198931 6.5594184 9.8534103 10.1945532 13.9437150 3.8931583 6.4356836 10.1269846 9.3497341 10.3003319 10.9606493 8.8083863 9.5218793 2.9545500 11.0201976 9.1493140 14.8035711 6.6402175 10.3660680 0.3696061 7.1170488 6.2150845 NA 7.8125380 9.5631198 9.3540131 4.0134533 4.3237880 NA 11.5557088 3.9545593 9.5839137 11.0503935 9.9833840 -0.6303939 10.6234420 8.6269822 9.3324904 4.8614492 10.0691670 11.9783114 11.5145714 9.7629849 12.0041787 9.7315383 10.3475899 6.7446334 7.0769534 9.3126513 7.8813471 9.4437359 3.6915230 13.2776118 -0.6303939 3.7619129 5.5395187 2.1769610 12.6578839 11.2663053 11.4676266 10.2936648 9.3179618 10.0295904 NA -0.6303939 NA 8.6288199 10.9822696 8.2613780 NA 8.3611165 11.3741662 7.6596135 7.5091455 TCGA-PJ-A8JU 81 0 NA 380 kidney stage i t1a nx mx female 2013 NA no NA kidney papillary renal cell carcinoma 5 1965 white not hispanic or latino NA 2 3 4 NA NA 2 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 7 0 0 0 0 0 2.184823e-06 7.976338e-07 6.74157303370786 24.7191011235955 28.0898876404494 22.4719101123595 17.9775280898876 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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 female 2012 NA no 100 kidney papillary renal cell carcinoma 15 1998 black or african american not hispanic or latino 4 5 3 3 5 1 5 3 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.323542e-06 9.710324e-07 13.265306122449 32.6530612244898 13.265306122449 24.4897959183673 16.3265306122449 7.811541 3.087514 13.532972 10.843356 10.293482 5.706426 6.857588 NA 9.071322 12.152065 10.773515 8.370272 7.676765 10.932108 6.646481 6.938370 9.116210 NA 12.215693 3.602089 4.035043 10.342206 9.663864 9.924016 10.338828 7.637712 6.966660 8.268844 4.803723 9.422266 5.834749 7.977127 11.953469 10.316333 9.936584 12.249726 5.556098 0.131580 0.599250 0.239230 0.104970 0.136430 0.136430 0.941150 -0.619200 0.131580 -0.628460 -0.636510 -0.642710 -0.617170 0.151440 0.104970 3.072200 -0.250070 -0.074519 -0.332600 0.103520 0.107890 0.162050 -0.628400 0.122410 0.000000 -0.593510 -0.617480 -0.635470 -0.333 -0.333 0.000 0.101 0.000 0.000 -0.597 -0.612 0.114 0.000 0.000 -0.644 0.297 -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 0.136 0.136 0.000 0.338 0.000 0.000 -0.142 -0.142 -0.333 -0.333 0.000 0.101 0.000 0.000 -0.597 -0.612 0.114 0.000 0.000 -0.644 0.297 -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 0.136 0.136 0.000 0.338 0.000 0.000 -0.142 -0.142 5.8347491 13.1604126 10.3170199 6.9805989 2.9805920 9.1906973 9.8164066 5.2574406 7.4798320 4.6377088 6.2574388 NA 8.9840629 -0.7197563 9.4438091 4.2779029 NA 8.1162098 9.9986924 14.8721200 9.0249933 12.3085835 5.2343557 9.3965033 5.6377117 9.5185643 1.2801843 3.4500895 9.2545740 9.4550851 13.1580187 0.8651270 7.9596398 8.8462134 10.1106746 5.3025274 NA 9.8930280 7.3729164 1.2801843 9.2545740 10.2873549 11.4029875 1.9672055 8.2361290 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 9.881002 13.950484 9.718951 3.367623 7.162802 12.215693 8.642103 7.846214 13.564188 8.959639 9.068062 4.803723 11.068878 5.672476 6.291386 NA 2.450089 10.425455 7.087515 8.162803 8.5161736 10.5776490 9.9517006 1.6020767 7.1628022 9.7085196 8.2801592 11.8552259 8.0971430 2.7395889 4.0350432 8.1098824 9.1930487 5.6895508 8.0148691 9.2545740 4.9806012 7.0283526 6.4896136 9.5446021 10.5649835 16.7365700 4.4500829 9.4145857 9.4055729 9.0810594 9.8566439 10.0541228 7.4847303 7.6421030 6.0080790 10.8299441 9.5029543 14.2108044 7.9859301 8.3965033 -0.7197563 7.1422388 7.5701783 1.2801843 2.4500895 8.5257122 9.8791424 3.3676227 5.4299072 0.2801249 9.4822832 NA 10.4743007 12.2288917 9.8754169 0.2801249 9.1945446 7.3886838 9.5736311 0.2801249 8.6959013 10.7246568 10.3422056 8.3080655 13.5641882 8.9596395 10.5793674 6.2108973 6.3135833 10.4629697 9.0680621 8.0549467 2.6020767 13.1773431 2.7395889 NA 5.6724763 NA 13.0924370 10.6692530 10.3496092 10.2927839 8.2801592 8.7997958 NA NA 0.2801249 9.0880618 11.5899001 7.0875148 NA 8.2108968 10.9325563 4.9525852 5.5839402 TCGA-SX-A71R 51 0 NA 1457 kidney stage i t1a n0 m0 male 2010 NA no 100 kidney papillary renal cell carcinoma NA NA white not hispanic or latino 2 3 2 2 2 2 3 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 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 9.710324e-07 2.427581e-07 7.89473684210526 28.9473684210526 15.7894736842105 21.0526315789474 26.3157894736842 8.7481489 6.0540041 13.3450032 11.4062354 11.0696563 6.5928711 8.5505440 NA 9.6737055 13.4718571 11.6051142 10.7460442 8.7957260 11.6389671 7.5834717 7.6792309 9.7492000 0.3260771 13.5922850 3.9699425 3.7184055 11.4764660 10.8218942 11.1534268 11.3840758 10.4227993 9.0334431 10.6451917 7.4398259 9.8388245 8.6945905 10.3218512 11.7659150 10.3677432 10.1478581 14.2488078 9.5683651 0.00930980 0.00930980 0.06193700 -0.03463100 1.56150000 1.57690000 0.73644000 -0.08399700 0.00930980 0.00930980 0.00930980 0.06193700 0.02104300 0.00000000 -0.03463100 0.00083195 -0.01064600 -0.02876500 -0.02205800 -0.02233200 -0.02233200 -0.01972600 -0.01972600 -0.03762600 0.73758000 -0.08054100 -0.07521100 -0.08598800 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 5.370478 10.231471 11.216728 5.455367 4.370478 10.285318 12.223740 9.084307 8.050598 3.232968 5.574011 2.496002 9.739257 4.683635 9.422799 6.875060 2.133432 4.326084 9.581113 14.923263 10.753397 10.925067 7.060793 8.585827 8.029988 8.897837 5.392173 7.955441 8.424116 8.317606 11.736798 2.326077 6.026523 7.773168 11.538276 5.515908 3.574017 8.375933 7.485956 6.413547 7.602208 9.099767 9.849646 6.580263 12.694903 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 7.853561 13.273447 9.621853 3.911049 7.853561 13.592285 7.793690 8.328899 11.214066 10.296909 6.220903 7.439826 11.729096 6.657001 8.084307 4.718400 1.911040 8.345675 7.841784 7.996315 8.5159087 11.7964887 12.0145530 2.1334320 8.8219391 11.5754939 10.2041350 10.2117804 10.9531619 6.8417845 3.5740167 10.0029227 9.2314711 4.4960085 7.6389673 8.5975472 4.2802808 8.8902336 6.8883268 9.5097194 9.8603870 14.2379910 3.0265168 4.7523472 10.8471937 10.1430677 9.0926129 10.6270086 10.3317086 8.7141012 4.0809731 11.2404692 9.3246180 14.9407077 8.1597967 9.8845048 NA 7.8970026 6.7011234 0.3260771 7.0403292 8.9241367 8.6366968 3.9110492 4.8496440 NA 11.0548549 2.1334320 10.6720437 11.5115790 9.8467028 -0.6739229 11.7304274 7.7141012 8.3317088 3.7855192 9.3636310 11.4171889 11.4764660 9.9287829 11.2140662 10.2969090 10.5591045 6.7011234 6.4450248 10.0571401 6.2209026 9.3840757 2.6480052 12.8622099 1.3260771 -0.6739229 6.6570011 4.3704782 11.6937719 9.9993932 10.0683935 10.3595071 9.3608831 10.3718437 0.9110396 -0.6739229 NA 8.7237159 12.7869840 8.5059933 2.3260771 8.3512237 11.7873077 7.0809720 8.3176057 TCGA-SX-A71S 66 0 NA 1504 kidney stage i t1 nx m0 female 2010 NA no 100 kidney papillary renal cell carcinoma 20 1970 white not hispanic or latino 2 3 NA NA 2 2 5 3 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 2.705019e-06 1.005712e-06 8.33333333333333 21.2962962962963 20.3703703703704 32.4074074074074 17.5925925925926 9.532988 8.539588 12.833525 10.873754 11.436494 7.479840 9.067717 NA 10.674628 13.621661 10.684918 10.170156 9.331391 11.234163 9.743256 7.610952 10.368931 -1.405834 14.212787 2.842074 6.259480 10.600119 11.823595 12.359948 11.054088 9.899065 9.837318 10.545793 8.736251 10.535925 9.494256 10.919449 11.732096 10.916354 10.446673 14.911839 7.942739 0.00416320 0.00416320 0.01377200 -0.01354000 0.89820000 0.91103000 0.84830000 -0.00899060 0.00416320 0.00416320 0.00416320 0.00027728 0.00332990 -0.01584700 -0.01354000 -0.00926910 0.00332990 -0.00360110 -0.00609040 -0.00318590 -0.00318590 0.00041593 -0.01076600 -0.00843850 -0.02013800 -0.04712400 -0.04712400 -0.03463100 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 4.8229646 8.5055357 12.1335449 5.5941424 1.1791288 9.2781472 12.6747948 7.9582784 9.1137799 5.7938153 4.5714220 -0.4058337 10.1556942 3.9864655 9.5828284 7.6786600 NA 4.6816067 7.7590506 11.6607544 8.5395877 11.5525152 6.8841632 8.3203619 7.8795459 10.1240622 5.2665692 3.6385373 7.4111271 8.8048151 10.5369185 1.7640489 9.8556511 7.7156772 10.4855478 4.5941424 0.5941663 9.2134467 5.9428710 5.9660520 8.1235741 9.2636931 9.7615619 4.2563465 12.5310347 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 9.087999 14.400139 8.770317 4.427036 8.796267 14.212787 8.404715 9.591323 11.909718 10.645353 8.862101 8.736251 12.680114 6.433347 8.904757 1.594166 -1.405834 9.688881 8.075943 9.754727 10.2550310 11.6774568 11.7153535 -0.4058337 9.7143817 12.9699977 11.0804760 9.8644391 10.8447382 6.7740530 5.1177075 9.2911113 8.5584846 3.9160753 7.8060321 8.9735220 4.3490326 9.9982209 6.7182657 9.9902133 9.2577018 14.4683327 2.1790970 3.9864655 11.1991602 10.1692102 8.1582931 11.5165423 10.8835863 9.3926156 4.3490326 11.4025046 9.5937351 14.9762442 4.4743387 10.5237721 -1.4058337 7.7035569 7.2841421 2.8420737 9.3812302 9.9918184 9.4942558 4.4270362 5.9864610 5.9778477 12.4667224 2.6816067 8.7195572 10.6060698 9.4675878 NA 12.4521247 9.3049502 9.6835942 0.1791288 10.5029116 11.9518332 10.6001191 10.4305887 11.9097179 10.6453527 9.9500454 9.2180253 6.9115562 9.2059616 8.8621008 10.6799481 0.5941663 12.6515432 1.9160562 2.5941424 6.4333467 6.1866016 12.3898790 9.9778480 10.6944776 9.9789275 10.5971943 10.6746282 0.1791288 1.7640489 NA 7.4191343 11.2711895 9.8696864 -1.4058337 8.1847306 11.7375270 7.5337230 8.9013445 TCGA-SX-A71U 57 0 NA 1357 kidney stage i t1a nx m0 male 2011 NA no 100 kidney papillary renal cell carcinoma 15 1996 white not hispanic or latino 2 4 1 1 2 2 3 2 2 1 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 2.046104e-06 7.976338e-07 4.76190476190476 17.8571428571429 21.4285714285714 35.7142857142857 20.2380952380952 8.827696 7.748261 13.848141 10.546351 11.037497 6.720781 8.272296 NA 10.235267 12.820229 10.895322 9.187759 9.064735 10.755050 8.136685 6.734586 10.481820 NA 13.321122 2.020342 3.412660 10.670943 11.308967 12.106477 12.268861 9.776063 9.404045 9.855601 8.028769 10.213866 9.053764 10.573490 11.554400 10.906037 10.203355 14.106477 7.410467 0.00608480 0.01416600 0.00678020 -0.00348680 0.73053000 0.73053000 0.68381000 -0.01039400 0.00942480 0.01416600 0.01416600 -0.00334840 0.01528300 -0.00348680 -0.00348680 0.00039183 0.00039183 -0.01315000 -0.01370100 -0.01301300 -0.01301300 -0.00680530 -0.00680530 -0.01782700 0.68921000 -0.04890700 -0.04890700 -0.04457400 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 7.00902463 11.50239207 12.52801122 5.69276473 4.26826969 9.15986629 10.79100436 5.17008930 7.98900727 3.34227027 5.14962520 5.63504912 10.12646495 5.04270999 8.85323032 7.31459321 0.02034218 6.25874503 9.64330732 14.56210228 9.04824654 11.70946486 7.31954839 8.91060466 6.85323095 10.42654540 5.52813369 8.08642978 8.83572390 9.05788751 11.27182284 2.34227027 6.59019629 7.08642925 10.87676594 4.90298523 5.95107719 9.13277989 7.24915897 6.02663852 8.54586144 9.64505367 10.20087127 5.02011545 12.18768332 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 8.692766 13.337046 9.701579 5.170089 8.273006 13.321122 8.149624 8.857968 12.218325 10.304586 7.282435 8.028769 12.521804 6.210165 8.342268 5.020342 NA 7.656965 7.107803 9.217827 9.60154109 11.49125345 11.22735475 0.60530468 9.04686399 12.30963892 10.54732865 10.29762786 10.39700853 6.65696537 5.92723040 8.88916291 9.46120971 4.91394732 7.68922577 9.07426646 4.57493103 9.46638995 6.76180784 10.33605605 9.35013675 14.71132055 3.87832317 6.80170060 10.78976511 9.78022856 9.86818084 11.09012585 9.87442967 7.82124017 3.54390414 10.74996116 9.08226509 14.54980150 7.50117080 10.19464200 -0.97965782 7.92548679 7.41694527 0.02034218 8.38009001 9.66779883 9.33095317 5.17008930 6.23950879 NA 11.72554081 2.82769710 10.52863041 10.62443030 10.39320552 -0.97965782 11.35740481 8.61092738 8.89685731 2.19026718 9.53604027 12.11425314 10.67094343 10.12559428 12.21832499 10.30458622 10.27477858 8.53011562 7.38666267 9.75013968 7.28243517 10.18273177 2.92723278 12.93098317 2.19026718 3.66419837 6.21016479 4.69276752 12.27182287 10.62025328 10.94032101 9.87052732 10.12034572 10.01469394 1.34227027 0.02034218 NA 8.78996329 11.35746332 9.14446171 0.60530468 9.19651361 11.45470803 7.34226850 7.37789245 TCGA-SX-A71V 80 0 NA 876 kidney stage i t1 nx m0 male 2011 NA no 100 kidney papillary renal cell carcinoma NA NA white not hispanic or latino 3 4 NA NA 3 1 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 2.288862e-06 6.242351e-07 4.59770114942529 19.5402298850575 19.5402298850575 32.183908045977 24.1379310344828 9.299801 6.884764 14.720795 11.475473 10.949285 6.751675 7.873972 3.856856 10.737972 12.320382 10.391161 9.697636 9.667430 8.949615 8.073604 7.696062 10.301355 NA 13.192597 3.500713 4.638219 12.098394 12.111447 12.016256 12.291486 10.278923 9.388239 9.640675 8.009143 10.123645 8.744079 11.095860 11.769186 10.848734 10.401340 13.652492 7.059912 0.6077400 0.6077400 0.6340800 -0.0066432 0.6581100 0.6581100 0.6227900 -0.0045695 0.6077400 0.6077400 0.6077400 0.6375400 -0.0167040 -0.0023553 -0.0066432 -0.0077482 -0.0077482 -0.6977600 -0.0026322 -0.0038779 -0.0038779 -0.7156800 -0.0023553 0.0026357 0.5773700 -0.0423810 -0.0423810 -0.0226060 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 6.2405624 11.3737892 11.9837238 6.3080696 2.9443150 9.2893999 11.6845977 2.0268001 7.6316449 1.6642097 5.7516753 NA 9.8743347 4.9443197 8.8369977 7.0335794 -1.1430541 6.1877757 8.7039153 15.3840161 9.7148390 11.7467422 7.6016921 10.1059715 6.7816705 7.4380583 4.6642154 8.5168539 8.6332910 9.3666330 10.9728771 0.4418022 7.3606838 7.6150815 10.6266959 2.0268001 -0.7102836 9.9289907 8.0267829 3.9733082 8.1560659 9.5217853 10.2193498 4.9637099 13.0667218 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 9.1606389 13.1237910 9.8659868 5.2662506 7.0466831 13.1925973 9.0516149 8.5345776 12.3836018 10.0669205 7.3406735 8.0091428 12.7217213 5.5007128 8.5745345 4.3487140 -0.1432135 9.3467061 6.8624824 9.4374088 10.4925762 11.5915676 11.6308214 5.7993723 9.0589818 12.0638724 10.2378602 10.7633729 10.0473001 5.9443220 5.0466831 8.3666330 8.0589821 5.1575329 8.0442099 9.4502491 5.1606379 9.4934826 6.1606379 10.0305351 8.1583542 14.8820192 2.5572875 4.5572998 10.5481654 9.1434159 9.7824125 10.9608015 9.4916691 9.3557072 1.8568662 11.5594637 9.1386837 14.3256412 7.2009319 10.6626019 NA 7.4058724 7.6929084 -1.1430541 8.5433586 9.7241368 10.5999253 5.2662506 8.4323974 -1.1430541 12.0549961 1.6642097 10.6726416 10.7183327 10.1318185 NA 11.0361452 9.1514788 9.2841708 2.4418287 10.2925284 12.4853036 12.0983944 10.4975549 12.3836018 10.0669205 10.0123087 8.7256805 7.0711770 9.4246335 7.3406735 9.8434112 1.6642097 12.9749069 1.8568662 5.7637488 5.5007128 4.2144124 12.1236446 11.4309785 11.5756050 9.6666261 10.1554935 10.1905725 2.1787784 1.6642097 NA 7.4731497 11.8485340 8.9242923 0.8568662 8.3224244 11.8130527 7.0317833 7.5847784 TCGA-SX-A71W 66 0 NA 1076 kidney stage i t1b nx m0 male 2012 NA no 100 kidney papillary renal cell carcinoma 14 1961 white not hispanic or latino NA 4 NA NA 2 2 5 3 3 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7.629541e-07 2.080784e-07 7.14285714285714 32.1428571428571 25 21.4285714285714 14.2857142857143 8.8877266 7.6213332 14.0932451 10.5133505 11.0942299 6.2880097 9.0813790 0.7834147 10.4526293 12.8050640 10.9560675 9.0217948 9.2196850 10.9709894 8.8277841 7.1303471 10.1178867 NA 14.2132151 2.3683493 3.3683493 11.7676660 11.7941823 12.3312484 12.7950365 10.0308428 9.0217948 9.5868752 7.8516310 10.5816997 9.3608188 10.7270769 11.8136432 10.7480196 10.2748423 14.5525873 7.2905184 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 5.061374 10.855389 11.539279 5.319445 2.985027 9.246178 10.717965 4.268816 8.267206 3.819014 5.147962 5.294352 10.027088 4.438739 9.417112 7.477072 -1.538681 4.569989 9.883527 11.442283 8.923964 11.979131 6.969256 9.966777 6.685464 7.554219 2.368349 6.467087 8.881422 8.328740 11.529904 1.920903 8.414203 7.433005 10.583966 4.242824 2.046421 8.989916 5.161900 5.819014 7.979131 10.018715 10.400306 4.416819 12.043974 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 8.6854637 13.5429453 7.9472909 3.9533118 7.0160505 14.2132151 8.0294181 8.3995710 12.1826678 10.3660965 8.6854637 7.8516310 12.8789188 6.4272458 8.5099488 0.4614238 -1.5386810 8.5248571 7.7399115 10.1699594 9.6295071 11.6901302 11.1944772 1.6313837 9.0102839 12.4161126 10.3925687 10.2448693 10.1692523 6.0388905 4.9371937 9.8402986 9.3045977 5.2029270 7.8473242 9.4142030 5.4387420 9.2975122 6.8623410 10.4490812 9.8929594 14.5089053 3.5907457 5.2688161 10.3969953 9.7058257 9.0044935 11.2784455 9.7182602 9.0256113 4.3441041 10.5044891 9.2493645 14.9492705 8.5652087 10.3717298 NA 8.0498393 6.6757807 -1.5386810 8.5208064 9.7623864 9.1187802 3.9533118 4.8190141 NA 12.1533144 0.4614238 10.9185861 10.8740317 10.3743512 -1.5386810 11.1066699 8.6351391 9.2263334 0.7834147 9.9018119 12.0698322 11.7676660 9.6727418 12.1826678 10.3660965 10.5820238 8.5167444 8.2591232 9.2613181 8.6854637 10.1107181 2.5489298 12.6837285 2.5489298 3.7468609 6.4272458 4.1619038 12.4020507 10.8206624 11.2848291 10.1834154 10.1205658 10.1187803 0.4614238 -1.5386810 NA 8.2586692 10.7711684 9.2672057 0.4614238 8.8321492 11.5211443 6.9771620 7.7856421 TCGA-SX-A7SL 74 0 NA 823 kidney stage i t1a nx m0 male 2012 NA no 100 kidney papillary renal cell carcinoma 45 1967 NA NA 3 4 NA NA 2 2 3 1 2 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 6 0 0 0 0 0 0 0 0 0 0 1.733986e-06 4.855162e-07 10.7692307692308 21.5384615384615 16.9230769230769 32.3076923076923 18.4615384615385 8.549211 8.213082 14.187203 10.708997 10.472881 6.066240 8.555636 6.921850 9.724860 12.294693 10.830259 8.896959 8.748600 9.254370 7.823670 6.460520 9.708447 NA 12.807322 2.351996 3.052433 9.918049 10.939304 12.011545 12.435142 10.844849 8.755007 10.050699 7.276807 10.207642 9.010206 10.272348 11.636530 10.873595 9.774060 14.192773 7.586094 0.0000000 0.0294660 0.0471260 -0.0792100 -0.0069815 0.0283410 0.7650400 -0.0147780 0.0000000 0.0223040 0.0294660 0.0101460 0.0579390 0.0065262 -0.0792100 -0.9048700 -0.9048700 -0.0325870 -0.0217840 -0.0087146 -0.0087146 -0.0140900 -0.0140900 -0.0559030 0.7154700 -0.0853990 -0.0825350 -0.1347100 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 0.709 0.709 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 0.709 0.709 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 3.2588807 10.5729777 12.0758691 3.9958553 3.2588807 9.2731960 11.7136645 7.4812779 7.2588854 3.4394636 3.8114299 -0.6479195 9.8455801 4.5999247 9.6034772 7.0605954 -0.6479195 4.0524333 8.9886194 14.1454274 10.4631305 11.7528743 7.5418191 8.8317750 6.8114261 6.0799157 4.0524333 5.5999218 8.7485998 7.2708578 11.9671646 0.3519675 4.3519957 8.2037439 11.0989289 6.1201798 0.3519675 9.0593539 6.8358104 5.7128846 7.8676945 9.2763620 10.4281424 4.8403172 12.0176638 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 8.9256420 13.7875349 9.8155192 1.3519675 7.6466156 12.8073220 7.4552828 8.0593542 12.2719754 10.1201792 6.0102069 7.2768074 12.6298634 5.5418184 8.4761159 0.9369677 1.9369677 9.9275341 7.0867042 8.9054896 8.9922399 12.1160370 11.5808135 NA 8.4341441 11.7218648 10.2952423 10.9147142 9.6580565 6.3854172 2.9369488 8.9922399 9.0748024 4.3963856 7.4605190 8.8236701 3.5219176 8.9958511 6.5614483 10.9003351 9.9085009 13.1044800 1.3519675 4.6373958 10.5747897 9.9685437 9.2528617 10.6631755 9.4683387 8.7117444 3.0524333 10.6546337 9.2896187 13.3475853 8.9120028 9.9209009 NA 6.9719217 5.6918440 0.3519675 8.3881684 9.3881684 9.2765253 1.3519675 0.3519675 NA 11.7451171 -0.6479195 9.4979271 11.2794025 10.3778265 -0.6479195 10.1927728 8.3715854 8.8297532 3.3519957 9.3477620 11.5544248 9.9180488 10.4702870 12.2719754 10.1201792 10.6437411 8.0208800 5.8755565 9.4262702 6.0102069 8.8073221 NA 13.0033829 0.3519675 2.3519957 5.5418184 2.9369488 12.3565664 11.0748024 11.1805280 10.4683387 9.6851502 10.4819218 NA 5.9813504 NA 8.2961798 11.2093461 8.5017421 NA 7.9256423 11.6631755 7.0593542 8.1035391 TCGA-SX-A7SM 60 1 363 NA kidney stage iv t3a n1 m1 male 2012 NA no 100 kidney papillary renal cell carcinoma 40 1973 black or african american not hispanic or latino 1 5 3 3 3 1 5 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 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 1.491228e-06 5.895554e-07 6.55737704918033 21.3114754098361 19.672131147541 37.7049180327869 14.7540983606557 8.048066 6.219016 14.315973 10.992804 10.851901 7.354531 8.384781 0.759582 10.396209 12.027346 12.020307 10.185149 9.272654 10.455392 8.314173 5.324368 9.622738 NA 13.206753 2.981980 2.759582 10.356395 11.962291 11.337013 11.602458 10.153332 7.674467 9.654402 8.081512 10.418985 9.353286 10.443163 11.814866 9.869850 9.967412 12.471538 6.803977 0.00972760 -0.00332430 -0.01078400 0.00000000 0.16745000 0.16745000 0.03806500 0.02918400 -0.00332430 -0.00332430 -0.00332430 -0.00940460 -0.00678130 0.00000000 0.00000000 -0.00912860 -0.00138580 -0.02753500 0.00079339 -0.01085900 -0.01085900 0.00430210 0.00430210 0.01396700 0.03185900 0.01363200 0.01838300 -0.71568000 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 5.5496599 12.2464189 12.3080847 5.4600250 3.8184825 9.9484611 10.8256731 6.1404065 8.3791925 3.2620873 6.1171361 -0.8254657 10.2080307 3.4225425 9.7548800 6.1311429 -0.8254657 6.2080451 10.1389623 15.4647483 8.3167286 12.2467540 5.7893302 10.6957311 6.3445462 6.7292101 2.8750526 9.4058426 8.0419000 8.5144714 11.5704233 2.9819805 6.1969886 7.6175652 10.5178072 5.6175659 0.1746621 9.8948657 6.6092497 4.9348420 8.4715374 9.8954812 10.5755009 4.0090336 10.9088398 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 8.962524 13.725729 10.730169 5.007509 8.420174 13.206753 8.251437 7.847047 13.221660 10.125906 9.157615 8.081512 12.147960 6.117136 7.013825 4.532174 0.759582 8.621705 6.994800 10.380806 9.188642 10.894010 11.545036 0.759582 9.087511 12.297935 10.551832 11.694012 9.876794 6.617564 5.007509 11.619895 10.671475 5.818334 7.789331 9.666475 3.344544 9.057265 5.698182 10.839513 9.989204 15.220445 3.081510 6.117136 10.660954 9.784723 9.990805 10.930344 10.202527 7.991605 4.698185 10.951466 9.436599 14.544048 7.640228 9.952699 NA 9.255719 6.825674 0.759582 8.352041 10.059555 9.423735 5.007509 4.789333 NA 12.356861 1.174598 10.987200 11.288364 10.568548 NA 11.317686 8.216281 9.130271 0.759582 9.497676 12.006720 10.356395 10.101659 13.221660 10.125906 10.633541 8.309048 6.303905 9.526124 9.157615 10.572296 2.875053 13.390154 1.759582 1.759582 6.117136 4.929507 12.699530 11.364446 11.510291 10.090501 10.068681 9.859370 0.759582 NA 2.496539 8.106334 11.776497 9.012249 1.496565 8.765209 11.536291 7.246084 7.314173 TCGA-SX-A7SN 52 0 NA 578 kidney stage i t1b nx m0 male 2012 NA no 100 kidney papillary renal cell carcinoma NA NA white not hispanic or latino 3 3 1 3 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.427581e-06 6.589149e-07 8.79120879120879 24.1758241758242 31.8681318681319 21.978021978022 13.1868131868132 8.5836086 6.2853319 13.9636706 11.1937855 10.9121983 6.8974062 8.5522952 0.3427823 10.2823966 13.2886269 11.5904482 10.0977048 8.5547055 10.5901516 7.7479586 7.2254600 9.9277799 NA 14.1186848 9.6002053 5.8185515 10.8073631 11.4428521 12.1101742 12.0821761 9.9277799 9.2527104 9.6522938 8.0045952 10.5077243 9.5728378 10.7162263 11.8004547 10.6653089 10.2108682 14.6113593 7.9821220 0.01880300 0.01880300 0.14073000 -0.00041585 1.45340000 1.45340000 0.70645000 -0.00055444 0.01880300 0.01880300 0.01880300 0.14073000 -0.00263220 -0.00041585 -0.00041585 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 0.000 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 6.0432570 10.3329213 11.8773634 6.6189419 4.7351322 9.2895629 11.9882506 7.9501476 8.0707376 5.5522695 5.9866726 3.0432570 10.1938948 4.7003676 9.5571364 7.4634181 0.3427823 7.6282195 9.7468945 14.7802892 9.2406628 11.7919660 6.2007986 9.4062124 7.3258109 10.2193343 3.0432570 4.8974050 8.3762405 9.8887471 11.2787190 3.5127452 7.7816089 8.4951023 10.7675086 5.6465976 1.9277827 9.0293179 6.1372330 5.6578772 7.9050596 9.3820654 10.3463352 4.9370666 12.7385416 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 8.844655 13.750284 9.902195 4.700368 7.162996 14.118685 8.456559 8.438214 12.443151 10.135608 8.225461 8.004595 12.576886 6.365185 8.713505 4.590746 NA 9.024056 7.451342 9.319925 9.7058570 11.9422653 11.5461654 0.3427823 8.8486289 12.0991652 10.3561401 10.6264845 10.2170302 7.6511565 5.5127420 9.7971166 10.0876511 5.4656970 7.6142807 9.5907448 5.4513430 9.6166130 7.3651851 10.1445257 9.8604867 15.5697563 2.8022553 6.9202457 10.8416666 10.0275660 9.2451923 11.0090414 9.8868158 9.2023521 3.8022449 10.5381895 9.1677761 14.8041049 7.2390896 10.1118287 NA 7.6968465 8.2705953 NA 8.5375741 9.6782077 8.7795290 4.7003676 6.2735551 NA 11.8771202 0.9277448 10.6328362 11.3272358 10.1677761 NA 11.5507468 8.4772438 9.0063755 1.3428392 9.5461654 11.7973737 10.8073631 10.3700323 12.4431512 10.1356076 10.2831310 8.4249666 6.3315028 10.0237570 8.2254605 10.0519012 1.3428392 13.0961386 1.3428392 2.3428107 6.3651851 5.2970153 12.3705506 10.6037369 11.0410879 10.3293705 9.9012380 10.6241679 -0.6572177 0.3427823 NA 8.4304128 11.0778741 8.7836865 0.3427823 9.0501765 11.6823890 7.0432570 8.1757072 TCGA-SX-A7SO 64 0 NA 1257 kidney stage i t1b nx m0 male 2011 NA no 100 kidney papillary renal cell carcinoma NA NA white not hispanic or latino 1 2 3 4 3 1 2 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.109751e-06 2.774378e-07 13.953488372093 18.6046511627907 11.6279069767442 37.2093023255814 18.6046511627907 8.8850347 6.8065857 15.3294290 11.1002331 10.7403805 7.4379410 9.0195760 0.3971458 10.8125845 13.0525019 11.8838622 10.8538914 9.4943490 9.3990719 8.3839850 7.2879653 9.4241791 NA 12.6596811 4.3971937 2.5126820 11.6023771 11.7643874 11.3887166 11.5488456 9.8037542 9.6810548 9.9318219 8.3239847 10.6240083 9.5013567 10.4978571 11.6292159 11.0017480 8.6482824 14.7979853 8.0110947 -0.00055444 -0.00290910 -0.00027724 0.00000000 -0.00152430 -0.00152430 -0.00871460 -0.01601700 -0.00290910 -0.00290910 -0.00290910 -0.00474580 0.00083195 0.00000000 0.00000000 -0.00353830 0.00000000 0.00624810 0.00527490 0.01112100 0.01112100 0.00319100 0.00319100 0.00249690 0.01293400 -0.02109800 -0.02109800 -0.00387790 0.000 0.000 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 -0.889 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 -0.889 0.000 0.000 0.000 0.000 0.000 3.8996977 12.7001192 9.7525459 5.7547459 1.9821448 10.2897072 12.8552595 4.6702115 10.8853697 4.8122312 3.9821539 0.3971458 9.6941109 4.9619798 8.7281117 7.0715514 2.1341552 5.4121447 9.4232571 14.9628381 8.6948753 12.0958994 6.6577229 10.3175476 7.7251215 4.5126694 3.5671195 10.8867083 7.6228037 8.7576760 11.3680197 3.7664255 5.9517836 8.6887493 10.6643715 3.2045477 NA 9.3416627 5.4121447 3.5363389 8.0265511 10.3301821 10.1239805 3.3426827 12.0180255 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 9.0930031 12.8061436 9.0801894 3.4560833 7.8996953 12.6596811 8.7808990 9.6123232 12.9525029 10.2960480 7.9440895 8.3239847 12.9310111 5.5935928 7.0168038 0.3971458 -0.1877072 9.0696200 6.5870199 9.3374888 9.9581644 11.3511487 11.4646291 1.8122518 9.3040855 12.2597030 10.5507468 10.9340895 10.0374397 6.8620806 3.5126694 7.4881896 6.2634439 4.2384965 8.0338194 9.7930858 4.8783232 9.3090861 2.6195773 10.6451222 9.8742784 14.3019234 1.6196008 5.4846570 11.0763816 9.6009506 9.6355995 11.2785637 10.1045539 8.4306177 4.6195891 10.5783470 9.5650394 14.6141679 4.6344539 10.3155611 -1.1877072 8.0536913 6.7547472 -1.1877072 9.2839074 9.9148642 11.1612370 3.4560833 3.8566272 1.1341552 12.1845532 NA 12.7668830 11.4119127 10.3868258 NA 12.1420286 8.8648002 9.2849231 0.8122107 10.2520632 12.5443997 11.6023771 9.9840346 12.9525029 10.2960480 10.2618968 8.7070499 11.0066813 9.7631672 7.9440895 10.3663415 1.1341552 12.7903170 2.2716647 3.6195891 5.5935928 4.2716647 12.3194075 11.0008211 11.6459130 10.1205712 10.2458177 9.3943742 NA 5.1520820 3.5126694 7.7594601 14.0169646 9.6090830 -0.1877072 8.6592895 10.8870427 7.3475080 8.0743272 TCGA-SX-A7SP 66 1 496 NA kidney stage i t1b n0 m0 female 2012 NA no 100 kidney papillary renal cell carcinoma NA NA white not hispanic or latino 4 4 1 1 1 1 6 1 1 2 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.803346e-06 5.548757e-07 11.4285714285714 17.1428571428571 14.2857142857143 35.7142857142857 21.4285714285714 8.7514801 7.9261845 14.4779854 11.4417120 10.8097200 6.7996961 9.1375494 -0.1718559 10.1181715 12.1554246 10.8505205 5.6736440 8.5543709 10.5624389 8.9600098 7.3556295 9.3865734 0.4131608 13.1045679 6.5560738 4.0376019 11.3570951 11.3677187 11.6847727 12.0774143 9.7350433 9.7191769 9.6665688 8.1768807 9.9169410 8.8393799 10.7935762 11.4823411 10.7477609 10.4154426 14.0817786 7.1901407 0.01740400 0.01740400 0.62843000 0.00055459 0.62206000 0.63262000 0.60485000 -0.00774820 0.01740400 0.01740400 0.01740400 0.59410000 0.01321300 0.00055459 0.00055459 0.00000000 0.00000000 -0.00802440 -0.01092200 -0.00761010 -0.00761010 -0.04631200 -0.04895400 -0.02370300 0.58524000 -0.09564800 -0.09564800 -0.04416200 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 7.3517149 11.6174825 11.9696213 5.7706679 3.6861307 9.5893049 10.2916771 2.1500722 8.6290527 2.9980691 6.4647777 1.6355222 10.0508087 3.2875905 10.2788484 7.2607361 3.2875905 6.1590701 9.6225686 13.8120423 9.4400997 11.9734480 7.5830399 9.3566069 6.7168963 8.6225684 0.8281441 8.8780012 9.0497399 9.8040006 11.3394112 1.4131066 7.6673564 7.9980776 10.7743279 5.0760802 5.4699869 9.3702173 6.4575089 5.2300570 8.4243423 9.9012365 10.4647773 4.7788551 11.5636389 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 9.3079330 13.4869778 10.8494797 6.5355118 8.2010177 13.1045679 8.4093532 8.5005782 12.1724486 9.9438466 8.1455654 8.1768807 12.3037595 5.4428639 7.8196746 0.8281441 0.4131608 10.2004737 6.5076329 9.4619654 9.8601984 11.6191120 11.0923020 5.7823483 8.7514801 11.5080726 10.3084380 10.6355076 9.7470010 5.3200044 5.2375446 8.3673117 8.8505204 4.3200080 7.2332937 9.2118569 4.8281543 8.8969309 5.5696187 10.4131152 9.3200058 15.7408783 2.8281441 5.3980083 10.5880409 9.5483969 9.5389591 10.9801206 9.5594717 8.9275004 4.1500803 10.2809088 9.0253694 13.7568098 7.2619886 10.1478249 -1.1716934 7.5522910 8.0204455 2.9980691 8.6499265 9.8519070 9.3621054 6.5355118 8.8505204 -0.1718559 11.4534049 4.4720068 10.6338966 10.9823379 10.2638229 0.4131608 10.6302651 8.2396634 9.2161699 1.8281441 9.7559306 12.2133410 11.3570951 10.0049492 12.1724486 9.9438466 10.2674642 8.1433021 7.5181503 9.8967832 8.1455654 10.0278250 1.9980872 12.9798828 -0.1718559 3.1500884 5.4428639 4.7588894 12.3826216 10.8442645 10.8567494 10.1680026 9.8759582 9.6403299 -0.1718559 0.8281441 NA 8.4128899 11.6003972 8.6594601 0.4131608 9.2937190 11.3205066 6.5146525 8.0878961 TCGA-SX-A7SQ 48 0 NA 1266 kidney stage i t1 nx m0 male 2010 NA no 100 kidney papillary renal cell carcinoma NA NA white not hispanic or latino 3 3 2 2 2 2 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1.664627e-06 1.005712e-06 5.19480519480519 29.8701298701299 18.1818181818182 36.3636363636364 10.3896103896104 8.847960 7.717563 13.928862 11.329656 11.243062 6.666539 7.536679 2.022687 10.367867 12.943260 10.770541 9.601622 8.929574 11.367867 8.293212 7.660758 10.431650 NA 14.196548 3.344615 5.415001 10.592919 11.610277 11.667621 12.610555 10.116497 9.721735 9.550160 8.383750 10.200103 9.206567 10.986735 11.586261 10.751624 10.700755 14.722234 7.631936 0.1361600 0.1486800 0.8661200 0.8868600 0.8720900 0.8720900 0.8653300 -0.0024938 0.1486800 0.1486800 0.1620500 0.8661200 0.0000000 0.8681100 0.8868600 -0.0120240 -0.0120240 -0.0880610 -0.0048273 -0.0116110 -0.0116110 -0.0027707 -0.0074364 0.0019418 0.8681100 -0.0012473 0.0051359 -0.0105200 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 4.5081117 8.6240830 11.9590269 5.0583078 2.0226874 9.3167802 11.3753890 3.2857129 7.9053262 3.8706804 2.8706804 4.8505044 10.0716389 4.6549510 9.2184247 7.3306946 0.7007948 4.0583078 10.0062471 16.4306957 8.7895434 11.8694275 6.1353830 8.7587472 6.1016354 11.6755284 2.6076499 6.1101461 8.0822981 8.3714116 10.8264917 2.5080990 6.7396740 8.1312077 10.3540483 5.3006692 -1.2993827 9.0483768 4.4556429 5.1764903 7.8300385 9.2789110 10.0266229 3.8435819 13.0181340 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 9.0102316 13.7261112 10.7590854 3.9102050 8.3959835 14.1965479 8.8441386 8.9102086 12.9419192 10.7712118 8.5048865 8.3837501 12.9851457 6.3942415 8.3080855 -0.2992052 -0.2992052 9.1395473 7.3337502 10.5995381 9.8543074 11.2953132 11.5247196 1.0226874 9.5241227 12.4171461 10.6132705 10.4354649 10.1011011 6.2399135 3.7451513 8.6418029 9.8196964 5.9094275 7.4286759 9.0226835 3.9486849 9.3391913 6.2476503 10.5113270 9.0316723 14.2405200 3.4556363 7.1724305 10.7584087 9.6483923 9.1488716 11.0736204 9.8505025 8.4388476 3.8300423 10.9083798 8.6722987 15.0647532 8.1340489 10.1374669 NA 7.5822060 6.7560372 0.7007948 8.9884677 9.9241538 9.1683610 3.9102050 4.0930700 NA 12.0461606 4.2553421 10.2374882 10.6901498 9.9325765 NA 11.3714116 8.7245098 8.9223424 1.2856981 9.8261689 11.9152262 10.5929186 10.4447482 12.9419192 10.7712118 10.0550047 8.8287496 6.5772717 9.9085872 8.5048865 10.1749682 3.5081117 12.9908462 1.8706606 3.5587329 6.3942415 4.7007560 12.2589369 10.4239897 10.8390271 9.6483923 10.2932124 10.2457198 -1.2993827 NA NA 7.9153661 10.8184958 8.9884677 -0.2992052 8.7091841 11.7949980 7.1101461 7.8681737 TCGA-SX-A7SR 66 0 NA 805 kidney stage ii t2a nx m0 male 2012 NA no 100 kidney papillary renal cell carcinoma 50 1962 white not hispanic or latino 2 4 1 3 2 2 3 2 2 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.976745e-06 5.895554e-07 2.66666666666667 22.6666666666667 17.3333333333333 28 29.3333333333333 8.593447 8.775870 13.991853 10.710775 10.964532 6.610019 8.642120 NA 10.301984 12.802250 10.913893 10.013799 9.217988 11.564924 8.637224 7.157893 10.573869 NA 13.686727 3.795320 2.795331 10.862565 11.048299 11.816898 12.159614 9.751180 9.403710 10.012415 8.194982 10.380285 9.063447 10.647518 11.527611 10.668767 9.706501 14.263692 8.155612 0.0196700 0.0232860 -0.0071789 -0.0124110 0.6740900 0.6762300 0.6909200 -0.0020784 0.0232860 0.0232860 0.0232860 -0.0091286 0.6697400 0.0304510 -0.0124110 -0.0065050 -0.0107840 -0.0043857 -0.0065050 -0.0037395 -0.0037395 -0.0085766 -0.0085766 -0.0073845 0.7152800 -0.0015243 -0.0015243 -0.0189480 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 6.127520 11.445862 12.675999 6.226372 5.542555 9.383127 10.471784 5.631823 7.732802 3.631826 5.542555 1.572938 10.070769 4.032365 9.074104 7.579154 NA 6.264092 9.660393 14.629579 9.076756 11.729224 8.091256 9.493779 7.422596 8.707357 4.511531 7.576682 8.820858 9.899360 11.115317 1.572938 7.471783 7.746191 11.003034 3.987967 NA 8.757806 4.965249 6.511451 8.375985 9.359788 9.891096 5.135071 12.239129 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 8.273370 13.499597 9.751180 5.197421 7.785629 13.686727 8.026887 9.264092 12.002163 10.348266 7.515444 8.194982 12.630584 5.414234 8.736161 NA NA 9.431947 7.499721 9.751968 9.7815710 11.4309112 11.3308758 2.9879757 8.9893760 12.3577014 10.8486668 9.7904840 10.4199876 6.1876411 5.9879688 9.1777922 9.4748027 2.8948566 7.6209632 9.2059254 5.5729291 9.5813588 5.4637009 10.5129991 9.7904840 15.1548762 1.7953098 7.9246059 10.5874157 9.7461910 9.2860303 10.9833816 9.9872632 8.6282126 3.8948566 10.4246793 9.1503591 14.8446850 5.2398753 10.2524103 NA 7.8001130 7.9275469 1.5729382 8.5860201 9.4350510 8.5367896 5.1974212 7.1275188 NA 11.9955207 -1.0121698 10.5363080 10.4883117 10.3383544 NA 11.2022869 8.2095547 8.8567903 -1.0121698 9.9695350 12.1879468 10.8625649 10.4555733 12.0021626 10.3482662 9.8895888 8.6762180 7.1628938 9.4390758 7.5154444 9.9858529 2.4473941 12.7061795 0.9879757 3.0754299 5.4142336 4.6026766 11.9958710 10.6617185 11.1556995 9.7578055 10.2974441 9.9253415 -1.0121698 4.8208580 NA 8.0521447 11.2377597 9.0820455 -1.0121698 8.2119696 11.4619271 7.5952978 7.7985392 TCGA-SX-A7SS 67 0 NA 1615 kidney stage i t1 n0 m0 male 2010 NA no 100 kidney papillary renal cell carcinoma 50 1959 white not hispanic or latino 3 4 2 3 2 2 3 2 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.496941e-06 6.935946e-07 6.38297872340426 17.0212765957447 22.3404255319149 28.7234042553192 25.531914893617 8.683271 6.961572 13.494141 11.546886 10.948861 6.113575 8.300576 4.673002 9.825650 12.337323 10.869025 10.396249 9.325079 9.855468 7.128682 7.474457 9.838340 NA 13.003151 5.128681 3.631186 12.313970 11.420578 11.974695 11.873236 10.203715 9.311904 10.302775 7.509503 10.648318 9.041571 11.090614 11.554597 10.560528 10.105008 13.689731 8.437476 0.034959 0.034959 0.782920 -0.016841 1.504700 1.504700 0.720740 -0.051721 0.034959 0.034959 0.014455 0.763040 -0.858520 -0.016841 -0.016841 -0.046871 -0.017666 -0.027945 0.709070 -0.024388 -0.024388 -0.037122 -0.037122 -0.043195 0.706450 -0.063658 -0.060614 -0.090626 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 6.0355733 10.6555073 11.6720361 6.5324042 1.8656417 9.8409798 11.5461830 5.6730023 8.7987482 4.0031524 4.3510770 0.5436938 10.0645837 4.8291240 8.9552305 6.0137682 0.5436938 6.1875758 9.6138405 14.7488637 10.1621050 11.5380729 7.3766099 9.5338234 7.8791096 6.0515135 5.1286811 8.4202365 8.4109982 9.4324628 11.5973061 2.1286893 8.7010666 9.0295490 10.9182157 4.7531713 NA 8.4803576 8.5549468 6.8187266 7.4625824 9.4928312 9.6858266 6.2265740 11.6555953 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 8.6858266 13.2073888 9.2868710 4.9012724 7.1657713 13.0031511 8.2161449 7.8520588 11.5719709 9.8520586 9.9435315 7.5095035 12.6054282 6.3638982 8.1059619 3.1286893 -0.4562072 9.6496280 7.5209997 9.3541145 9.0435654 11.9124988 11.4426987 1.8656417 8.4595988 11.7098826 10.0613889 9.7298338 10.1286820 6.5881134 5.5437186 9.6639574 7.8198438 5.0451590 7.3829231 9.5181342 4.4979189 9.3526837 7.2579648 10.4040306 10.4163944 15.5306281 1.5437433 3.5437186 10.5430149 9.8577363 8.5037216 10.6191987 9.8406357 8.4506100 6.2579648 10.4781475 9.1211483 13.8398471 7.9422066 10.3002758 -0.4562072 8.1300341 7.4079059 NA 7.7773395 9.5324042 8.2510785 4.9012724 5.9187583 NA 11.9282335 -0.4562072 10.9365735 11.0987879 10.2476230 NA 11.2669538 8.1324339 8.6071146 3.1286893 9.8233301 11.4457177 12.3139704 9.4640723 11.5719709 9.8520586 10.4855008 7.5324042 7.4920871 9.1589262 9.9435315 9.7198927 1.8656417 12.7430851 3.7136408 3.4506042 6.3638982 4.1286811 11.6707466 10.5073382 10.7360124 10.2134904 9.5674740 10.7279750 -0.4562072 2.1286893 -0.4562072 8.5062108 11.9707311 8.1510500 1.1286893 7.7725383 12.0544837 7.1135755 8.5493442 TCGA-SX-A7SU 47 0 NA 1331 kidney stage i t1 nx m0 male 2010 NA no 100 kidney papillary renal cell carcinoma NA NA NA hispanic or latino 2 3 NA NA 2 2 5 2 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9.710324e-07 2.774378e-07 11.1111111111111 36.1111111111111 22.2222222222222 22.2222222222222 8.33333333333333 8.859662 6.994835 12.915633 10.934516 11.049744 6.563118 8.709403 2.721810 10.225643 12.877162 11.477817 10.405981 8.876635 12.119492 8.175774 6.276405 10.094682 NA 14.565934 5.181250 4.422260 10.268711 11.177757 11.939775 11.147033 9.700051 9.216339 10.601911 7.417626 10.148780 9.109834 10.401883 11.750644 10.766211 10.260976 14.270518 7.592346 0.00972760 0.00972760 0.00777830 -0.01224800 1.68590000 1.68590000 0.83255000 -0.00124730 0.00972760 0.00972760 0.00972760 -0.00130570 0.00346870 0.00000000 -0.01224800 0.00000000 0.00000000 -0.00470790 -0.00498440 -0.00407440 -0.00407440 -0.00041585 -0.00041585 0.00166420 -0.02068700 -0.05603800 -0.04103700 -0.02821800 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 6.2661381 8.1452831 11.3204898 5.9312694 5.6125884 9.9932022 12.1162797 1.9442213 9.1550547 4.8092807 5.4036427 4.6604153 9.9756566 5.2453778 9.4372069 6.7985612 -0.8630212 5.3656715 9.6347063 14.2814669 10.0624089 11.0892317 5.5462463 7.9538379 7.8476606 10.7081331 4.7218156 1.4588019 7.6246946 9.1675215 10.9712663 NA 7.1368548 8.7349070 10.6287075 5.8233545 2.1368476 9.3365269 5.2243182 7.0586953 7.2029436 9.1197341 9.9008967 6.0658179 12.9032084 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 8.4722449 14.0394180 9.2440715 5.1812497 6.9506352 14.5659342 7.9050385 8.0133713 11.6138537 10.2322515 8.8459382 7.4176255 11.9077248 7.4268736 8.3438688 -0.8630212 -0.8630212 8.8372943 7.3800281 8.3164648 9.5086311 12.0651878 12.4102130 0.7218538 8.5962859 12.1685557 10.7189964 10.3322267 10.2706388 6.6525539 5.9312694 10.2518981 9.4711277 4.5694789 7.3989497 9.2492939 5.4036427 9.4048116 7.9149316 10.4412058 9.1771442 15.4824330 2.3067872 5.1812497 11.0504919 10.2512475 8.8268526 10.9807755 10.9223069 8.9231242 5.0910524 11.2699967 9.0346999 15.2679277 6.1754448 10.2840594 0.1368476 7.9693646 7.0734925 2.1368476 7.3895195 9.4486028 8.7010039 5.1812497 4.4944092 NA 11.6059875 -0.8630212 10.1812486 10.9713255 9.5334592 NA 12.1907803 7.8883987 8.5118938 5.0910524 9.6604163 11.0293973 10.2687115 9.7798086 11.6138537 10.2322515 10.4610350 7.2296120 6.3560223 9.7156611 8.8459382 9.9626083 1.9442213 12.6195364 1.7218101 1.1368476 7.4268736 4.1368558 12.1606088 9.9917228 10.2440716 10.2960951 9.6653086 10.5578674 NA NA NA 7.9391772 12.2811048 8.3800285 1.4588019 8.3389783 11.6885627 6.8442136 7.7950662 TCGA-UN-AAZ9 76 0 NA 548 kidney stage i t1b n0 mx female 2013 NA no NA kidney papillary renal cell carcinoma NA NA black or african american not hispanic or latino 4 6 2 2 5 3 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5.895554e-07 1.040392e-07 9.52380952380952 33.3333333333333 4.76190476190476 33.3333333333333 19.047619047619 9.827275 7.761787 13.173469 11.621018 11.003763 7.368084 7.536231 9.160614 10.995219 12.793733 8.868558 4.950398 9.495929 6.452897 8.788735 7.712599 9.860113 NA 13.211247 -1.722134 1.447897 12.046672 11.167728 10.533000 13.553296 10.440992 9.477030 9.590854 8.635523 11.870428 8.668140 10.955250 12.264702 9.632772 10.423585 14.880395 6.690287 0.00000000 0.01858700 0.02306900 0.07116900 0.05712300 0.05712300 0.00061784 -0.94785000 0.00000000 -0.00339250 0.01858700 0.05743300 -0.91413000 0.07116900 0.07116900 -0.94470000 -0.93115000 -0.93619000 0.04563100 0.04563100 0.00686780 -0.96542000 -0.96874000 -0.94646000 0.02068700 -0.03933200 -0.03933200 -0.98256000 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 5.8778841 10.4871199 11.7791864 3.8325559 3.3223608 9.7522704 12.3823243 3.8926825 8.2072296 3.7042412 4.8778816 NA 10.8106778 4.4072576 9.9887777 6.8776976 0.8629076 4.7374001 9.0560483 11.8720614 8.3237308 12.2832449 7.9784107 8.9662216 6.2666554 9.6094480 5.0328590 1.7373839 7.8704282 9.7936711 11.0752274 -0.1370131 6.1544880 6.5998995 10.5172714 2.2779847 5.0188967 9.5714428 4.6702908 1.7723924 7.5091923 10.9105870 10.4133599 2.3906677 12.2158829 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 10.130501 13.414482 10.003337 5.311394 7.480095 13.211247 9.397561 8.834477 13.208062 10.700036 7.851619 8.635523 12.648999 6.608888 6.737403 -1.722134 NA 9.178083 7.132840 9.382249 11.6133616 10.8853016 11.6547749 -1.7221342 10.2631016 12.8255285 9.9670957 10.9881319 10.9375212 3.2321695 4.3654336 9.1916085 9.8825245 5.6060187 8.3773190 8.6692150 4.8171320 10.6929207 4.6178215 10.5659721 8.9100577 13.9458035 2.5998890 3.5258935 10.4634661 9.5564206 9.8025130 11.1067028 8.8889962 8.0075919 4.6873631 11.4033847 9.5574484 13.3245837 6.6962874 11.0056790 NA 6.6461281 6.8132463 NA 9.6692148 9.7063314 9.2401442 5.3113941 2.6702965 NA 11.8230564 NA 7.1998117 11.3450694 9.6793840 NA 10.5865947 9.5599013 9.9805769 1.4478965 11.0511104 12.7734515 12.0466725 11.0843194 13.2080617 10.7000360 10.5737401 8.9635961 5.7374028 9.6442224 7.8516185 9.7266037 2.2779847 12.5859546 1.8629472 7.2694933 6.6088876 5.1727875 12.2275244 9.9041365 11.4950201 9.9879166 9.8629338 10.3281600 NA -1.7221342 NA 7.5021173 9.1363952 8.5258986 0.2779847 8.2175506 11.5394785 6.8778841 8.5691421 TCGA-UZ-A9PJ 78 1 797 NA kidney stage i t1a nx mx male NA NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 2 3 2 2 2 2 3 1 2 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 6 0 0 0 0 0 0 0 0 1.179111e-06 6.242351e-07 9.43396226415094 20.7547169811321 39.622641509434 15.0943396226415 15.0943396226415 9.4659567 8.1782829 13.9368494 10.5010168 11.3923035 7.6573635 9.4537063 NA 10.5245862 13.3771326 11.1873218 9.6859890 8.7592098 10.7507662 8.6237257 6.0343170 9.9976771 NA 14.7747226 2.7819262 -0.3056101 10.0520191 11.5568333 12.5262692 12.1963044 10.1202075 8.9063555 9.9536219 8.6207631 10.4514404 9.7645882 10.6652920 11.7386905 10.9151478 10.3566904 15.8108010 7.4293465 0.0058309 0.0076392 0.0034687 -0.0060904 0.9847300 0.9847300 0.9176400 -0.0084385 0.0051964 0.0051964 0.0076392 0.0027559 0.0024969 -0.0044423 -0.0060904 0.0000000 0.0000000 0.0043471 -0.0085766 -0.0022168 -0.0022168 -0.0055375 -0.0055375 -0.0037395 -0.0096806 -0.0519910 -0.0519910 -0.0304040 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 3.7819262 7.5336708 12.5148456 5.5146462 1.5018213 9.6847342 12.7362974 3.9423925 8.2662197 2.7819262 2.3948982 4.6486610 10.2377794 5.1038585 9.2268230 7.5202211 NA 3.6013518 9.4189809 16.2377839 8.1165321 11.7844141 6.6369813 8.5832103 6.9280872 10.8461180 3.3949119 4.8842902 7.1823069 7.8941393 10.5854914 -1.3054318 8.6325765 7.1943127 10.0857108 4.9423925 0.6944791 8.8327391 5.0867838 5.6625587 7.6803089 9.5605251 9.7292661 3.4087119 12.6218701 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 9.175257 13.952113 10.221455 3.338325 8.451024 14.774723 8.527357 9.297166 12.039734 10.633679 6.884291 8.620763 12.826324 6.533671 9.293450 NA -1.305432 8.583210 7.784580 10.049862 9.9364504 11.4117152 11.5757724 -0.3056101 8.8743762 12.7547409 10.8533924 10.0749282 10.4819617 7.0695067 4.6717463 10.2374989 9.7938149 4.5271016 7.0298570 9.2756678 2.3948982 9.6993899 7.3914344 10.0520191 9.4750068 13.5285925 -1.3054318 4.4758242 11.0659716 9.9298831 9.4061342 11.2384656 10.0743870 8.8505504 3.3949119 11.0183664 8.9971061 15.2179832 6.2811567 10.5801636 -1.3054318 7.9944994 5.3949085 NA 8.7415910 9.7354418 9.3256443 3.3383246 3.0163893 NA 12.4051660 4.4493567 10.5170380 10.5214128 9.4953670 NA 11.8774822 8.8108110 9.5508928 -1.3054318 10.2292564 12.1699473 10.0520191 10.4941536 12.0397338 10.6336790 10.2170487 8.9352585 7.0781711 9.0241850 6.8842914 10.6735350 1.8643744 12.7884624 -1.3054318 5.9705914 6.5336708 5.7056932 12.4416112 10.5022246 11.1096808 9.9647625 10.8140568 10.4300232 NA 0.2794119 NA 7.6124358 11.1155668 9.2461755 0.6944791 8.3896954 11.5925017 7.1497949 8.4476837 TCGA-UZ-A9PK 71 0 NA 3571 kidney stage i t1 nx mx male NA NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 3 4 2 1 2 2 5 3 2 2 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 7 0 0 0 1.387189e-06 4.161568e-07 13.2075471698113 16.9811320754717 32.0754716981132 26.4150943396226 11.3207547169811 9.103431 7.054737 13.923994 11.254497 10.891023 6.244149 9.072169 5.952122 10.640775 12.873505 11.389740 8.868843 8.457882 11.352782 8.097172 7.854072 10.176000 NA 13.675761 1.666711 3.190283 11.893282 12.107389 11.628531 12.293797 9.760137 9.506710 9.858396 8.028663 10.340912 9.081405 10.710430 10.737176 10.720306 9.877391 14.440786 7.712151 0.30865000 0.31001000 0.70307000 -0.00705760 0.71302000 0.71302000 0.68887000 -0.00027724 0.30865000 0.31001000 0.31001000 0.70307000 -0.00083160 -0.00027724 -0.00705760 -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 0.000 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 5.9335065 11.2742809 12.3881390 5.6440005 4.0242753 9.5496909 10.5919029 2.7541820 7.8011457 4.3391445 4.9886483 1.6667112 9.9749161 3.8366412 9.2337249 7.3889808 -0.3333343 4.8366463 9.6092340 14.0216647 8.4349038 11.7253876 6.2289610 8.6525614 7.5215879 10.5645649 3.3105728 8.1863555 8.3946398 8.8773909 11.0790246 0.6667566 6.8011457 7.8712905 10.6306991 3.5247031 -0.3333343 9.3963402 6.2814293 5.6947354 7.7220021 9.2434589 10.2805089 4.8251801 12.7009268 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 8.9122720 13.9238494 9.5833453 5.3671579 6.7856604 13.6757607 9.2629092 8.3051552 11.8317834 10.2721989 7.5524155 8.0286631 12.7018621 5.1424543 8.6863100 0.2516888 NA 9.8410210 7.5615369 9.5069781 10.0659973 11.6141737 11.6154517 1.6667112 8.6723440 11.9519771 10.2680259 10.3899537 10.0798184 6.3602062 5.0761101 10.9869558 10.3182197 3.7960059 8.1525485 9.1565673 3.8761731 9.3329433 7.0803475 10.0099052 9.2460353 14.7258314 2.3671474 5.9521215 10.6709399 9.5758624 9.6011475 10.9662136 9.7428669 9.0043413 3.3671614 10.6660148 9.2299157 15.1774372 8.0788868 10.4344900 NA 7.8939743 7.1665648 -0.3333343 8.5660765 9.7876052 9.2314977 5.3671579 6.8062712 NA 11.5287755 1.6667112 9.9959551 10.7199666 10.1434656 -1.3331525 11.0121247 8.8907212 8.9027336 0.6667566 9.8761728 12.0062911 11.8932821 9.8259600 11.8317834 10.2721989 10.4792979 8.2213082 6.9003391 9.4276638 7.5524155 9.5129932 1.9886302 12.9981962 3.1902830 5.1261510 5.1424543 5.2814275 12.1466259 10.5274185 11.0694650 9.9756272 9.7713181 9.9858270 0.9886302 1.2516888 -0.3333343 8.3133320 10.8847679 8.8190042 NA 8.3302774 11.0327683 7.4578823 8.5690946 TCGA-UZ-A9PL 59 0 NA 3152 kidney stage ii t2 nx mx male NA NA no 100 kidney papillary renal cell carcinoma NA NA white not hispanic or latino 4 3 1 3 2 2 6 1 2 1 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 1.387189e-06 4.855162e-07 12.280701754386 19.2982456140351 26.3157894736842 31.5789473684211 10.5263157894737 8.0387325 5.3405124 13.7498581 11.6272102 10.5758579 5.2044538 8.6369124 NA 9.6703549 13.8514757 10.8603073 10.6710722 9.1281552 12.1918881 7.5232059 6.7841205 10.2612835 NA 15.8640365 3.6508564 0.6966171 11.1023309 11.3000243 11.1033941 11.5423437 10.6472135 8.7801368 10.0862890 6.8413153 9.7734732 8.5530832 10.4109032 11.8563713 10.9872525 10.7127694 13.7530413 8.4471973 0.00944910 0.00944910 0.00069327 0.00458000 3.65690000 3.65690000 0.80383000 -0.01560400 0.00944910 0.00944910 0.00944910 -0.00456950 0.01852300 0.00458000 0.00458000 -0.00691950 0.00864850 -0.00747200 -0.01560400 -0.01377200 -0.01377200 -0.01243800 -0.01243800 -0.02958400 -0.05761700 -0.08226900 -0.08226900 -0.07214000 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 3.220222 9.113455 11.397531 6.164263 2.018599 9.343018 11.515439 2.866592 8.788093 4.369083 2.866592 4.696656 9.354896 4.673935 9.449038 6.601563 NA 5.266513 9.048701 16.254621 9.449038 10.798961 6.805182 8.504013 7.220220 10.774808 1.018563 5.354868 7.927879 7.532708 11.264138 NA 7.841316 7.781466 10.879673 5.591476 NA 8.637705 6.281620 5.705085 8.381406 8.919573 9.998154 6.422808 13.368836 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 7.727325 13.478017 10.638072 3.088973 6.156089 15.864037 7.746506 7.869085 11.336450 10.132849 7.009541 6.841315 12.069659 6.991278 9.148899 NA NA 8.407464 7.754649 7.984508 8.7314565 11.9158261 13.0530408 NA 8.5024014 11.8804480 10.5299430 9.9290785 10.0943323 7.0140707 5.4245795 10.7811339 8.8400408 5.4222633 7.5200246 8.8130016 3.6966616 9.3187093 8.3369024 10.0825200 9.7273247 13.8656039 1.2816092 6.7734729 11.8241684 10.0309308 8.9266779 10.4326367 9.6486707 7.7273249 2.7841270 10.8460872 8.9132338 14.3775665 7.7676641 9.8220711 NA 7.4468625 5.1723915 NA 8.6824996 9.4473645 8.9379617 3.0889726 2.0185986 NA 11.0586014 0.6966171 10.5674076 11.6840993 10.5299430 NA 11.7726381 7.5327081 8.4022899 3.1560891 8.9469560 10.9251757 11.1023309 9.5397935 11.3364505 10.1328486 10.1586486 7.3584358 6.9445856 9.8838612 7.0095409 9.3205391 NA 13.1756168 NA 2.5040101 6.9912781 2.6035492 11.9250254 9.8963300 9.4991740 10.8006011 9.4398091 11.1094921 NA 3.9820627 3.5040101 8.3909110 12.3647481 7.6508536 -1.3032939 7.3223662 11.3305610 6.9254761 8.2947099 TCGA-UZ-A9PM 62 0 NA 3811 kidney stage ii t2 n0 mx male NA NA no NA kidney papillary renal cell carcinoma 20 1984 white not hispanic or latino 1 1 3 4 1 1 1 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.28315e-06 4.508365e-07 9.43396226415094 18.8679245283019 24.5283018867925 28.3018867924528 18.8679245283019 8.1254367 5.2893882 13.9030447 11.0682849 10.0723847 6.4391327 8.6014298 NA 9.5840072 12.4381807 12.3990538 8.8324182 7.8439751 11.3093246 7.8478072 6.7488181 9.5724748 -0.7105196 13.9686466 0.2893623 4.7488154 10.5678358 11.1113596 11.8839443 12.3645312 8.8948660 8.7488181 8.2752283 7.3172923 9.9854846 9.3214321 9.8883694 11.7696717 10.9837443 11.0202811 14.6165881 5.6141974 0.00652620 0.00652620 0.39065000 0.00027728 1.04320000 1.05820000 0.51072000 -0.00912380 0.00652620 0.00652620 0.00652620 -0.00263220 -0.00415460 0.00027728 0.00027728 -0.00429290 -0.00429290 0.00221930 -0.00526100 0.00000000 0.00000000 -0.00940460 -0.00360110 -0.00110870 0.51594000 -0.03013100 -0.03013100 -0.01821600 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 6.6817037 12.5647835 12.1547330 6.0575716 3.1962765 9.4609135 11.3027091 0.2893623 7.8401334 2.4593005 6.7156518 4.4593136 10.0854260 2.0967341 9.5182050 6.8662107 -0.7105196 5.7323289 9.8256336 14.9185438 7.9618120 12.1683952 5.4593103 9.5608494 6.6381144 10.1796506 NA 7.1473678 9.1750827 9.9484903 11.4702280 1.2893623 6.8285453 7.9582714 10.6463885 6.1473678 0.8743642 8.9241976 7.3117538 3.7488154 8.2022757 8.7746523 10.7056561 1.8767625 12.2580226 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 9.3861015 13.9069113 9.3020110 5.2201248 6.5747888 13.9686466 8.4767385 7.5885947 12.1745108 9.8892992 8.0409302 7.3172923 12.4941103 4.1962765 8.4057303 NA -0.7105196 8.4767385 6.0575716 9.2350351 9.5701572 11.8353162 11.0312746 6.5182046 8.1992797 11.6741702 10.1970282 11.0375793 8.8246619 6.4083280 4.9898248 10.0878582 8.9688666 5.1900103 7.4031288 9.0121940 4.4593136 9.0291671 7.5701570 10.3186736 9.4680513 16.7665834 6.6730914 6.6557082 10.4473648 9.4147998 9.1842042 10.7281783 9.4593113 8.3527815 3.5373085 10.2530050 9.6090585 14.8179626 6.6667708 9.5313696 NA 7.3841500 8.0308536 NA 8.2893863 9.5242038 8.9432884 5.2201248 8.5254006 NA 10.2164236 NA 11.3300186 11.1214853 10.5643468 0.2893623 10.7008974 8.4492576 9.0104856 1.2893623 9.7125022 12.1771782 10.5678358 9.3939852 12.1745108 9.8892992 10.4492577 8.0442739 6.9618120 9.5978505 8.0409302 9.1222764 4.9618131 13.2050791 -0.7105196 2.2893919 4.1962765 3.0967341 12.7329775 11.0813632 11.4314935 9.7072388 9.2435827 9.9582714 3.4593136 -0.7105196 0.8743642 9.5299392 11.2565190 6.7405971 3.0967341 8.9368449 10.6513302 6.4492576 8.0509375 TCGA-UZ-A9PN 54 1 1136 NA kidney stage iii t3 nx mx male NA NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 4 1 3 3 4 3 5 3 3 2 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.24847e-06 4.161568e-07 20 20 20 24 16 9.4370814 7.1963493 13.1423260 11.2010520 10.8638404 7.2457371 8.1344807 -0.4546246 10.3180246 11.8436467 10.6896373 8.3315673 8.8026857 9.0737517 8.3018542 8.3250171 9.5738944 0.1302720 13.4738623 0.1302720 4.6113849 11.8816648 11.6176799 12.1485763 12.3049778 9.3307502 9.4559403 9.9903125 8.6655356 10.2088558 8.7202234 10.6806864 11.2348589 10.2727927 10.7264500 13.3842553 7.6567202 -0.0086635 -0.0086635 0.4701500 -0.0158280 0.4865400 0.4865400 0.0789800 -0.4520700 -0.0086635 -0.0086635 0.0199740 0.0085259 -0.0358810 0.0118700 -0.0158280 -0.0146790 -0.0094915 0.0185750 0.0075800 0.0074124 0.0074124 -0.5005500 -0.5005500 0.0364230 0.0799330 -0.3891300 -0.4274700 -0.4589000 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 0.487 0.487 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.501 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 0.487 0.487 0.000 0.000 0.000 0.000 0.000 0.000 7.720223 10.841640 11.692821 6.238785 4.427941 9.549174 9.693139 1.130272 9.179201 4.937613 6.238785 2.867224 9.974302 5.004731 9.679724 7.686817 2.130272 6.045144 9.058038 15.035361 9.858181 11.881246 6.793225 8.338088 6.744970 7.963150 3.674585 3.830702 7.653822 9.338088 10.360281 4.427941 8.031127 9.777119 10.154015 6.152628 1.352646 9.394703 5.415664 4.793225 8.288449 9.819023 9.554427 3.000126 10.835112 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 9.764466 12.949042 7.203510 6.885147 8.354262 13.473862 9.132138 7.973658 12.387648 10.575965 11.587299 8.665536 12.026340 5.849079 6.807392 -1.454822 -1.454822 10.552675 6.821422 10.077985 9.907789 11.124849 10.646617 0.130272 9.249201 12.153553 10.334831 11.079844 10.697266 4.774118 6.911620 9.720847 10.244870 7.202723 7.885148 9.025078 6.152628 9.860447 5.802684 10.407160 8.759617 15.081848 6.522577 5.849079 10.843074 9.566278 9.101804 11.220593 9.431756 8.019004 7.346197 10.777719 8.339714 14.015194 7.558062 10.322553 NA 8.212108 8.393921 -1.454822 8.588325 9.575275 8.179546 6.885147 4.245739 NA 11.414120 2.452200 11.151240 10.407548 9.902300 -1.454822 11.066653 8.913804 9.771108 2.937608 10.049620 11.639045 11.881665 9.804452 12.387648 10.575965 9.889039 8.930081 7.674581 10.074821 11.587299 10.526151 5.053094 12.257180 5.911620 5.578721 5.849079 5.390788 11.815301 9.726450 10.679082 9.732031 10.528027 10.083972 5.735121 2.245739 9.460430 7.667608 10.862317 8.875094 0.130272 8.313482 11.501492 6.259544 8.147069 TCGA-UZ-A9PO 80 0 NA 1911 kidney stage i t1a nx mx male NA NA no NA kidney papillary renal cell carcinoma 40 1950 white not hispanic or latino 2 2 3 4 3 1 2 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.5663e-06 6.589149e-07 12.7659574468085 20.2127659574468 19.1489361702128 35.1063829787234 12.7659574468085 8.597503 7.506529 15.351829 10.898847 10.744991 7.436567 8.256463 NA 10.304095 12.226698 11.861581 9.370092 9.058391 11.133556 8.114079 7.171739 10.129404 NA 13.526005 1.427553 4.353577 10.801748 11.159168 11.194438 12.242801 10.289905 9.074317 9.345248 8.100003 10.140449 9.097172 10.404858 11.724265 10.647714 9.926626 13.053652 5.873702 0.0137720 0.0137720 0.0047190 -0.0133500 0.6743700 0.6749300 0.6253300 -0.0034627 0.0137720 0.0137720 -0.0115870 0.0047190 0.6401100 -0.0142500 -0.0133500 -0.0040162 0.0024969 -0.0045695 -0.0049844 -0.0056757 -0.0056757 -0.0045695 -0.0038779 -0.0109220 0.6443300 -0.0478010 -0.0478010 -0.0370820 0.000 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 6.3344682 10.9821667 11.6020043 5.5650823 4.1931094 10.0064714 10.9234329 4.8060920 8.5834081 4.4275794 5.5813844 3.4275794 10.1482942 3.6292167 9.1957622 6.7611443 -0.8943219 5.6602384 9.5161011 15.9805471 8.1636416 11.9053362 7.3199692 9.4388052 3.6906071 9.6370313 0.1056781 10.2167855 9.2115584 9.8147335 10.9495708 1.1056781 7.0943343 8.2604680 10.9709964 4.6906126 4.5975014 9.1970852 7.9943930 3.4275794 7.8935521 9.1137982 10.2880442 2.0561326 12.2534907 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 9.0943345 13.1167897 10.5033244 5.3910528 7.4410402 13.5260048 8.3794455 8.8488013 12.2705567 10.0985881 8.4094304 8.1000031 12.9109906 4.6292109 8.1957625 NA 0.1056781 8.6602388 6.6525439 8.7565220 10.2483951 11.4267323 11.3639214 4.6906126 9.0886433 12.2403970 10.4866519 10.8078225 9.6331267 4.8605358 5.0363890 9.0612996 9.8008781 4.8605358 7.1280180 9.1554983 4.2349304 9.6054956 5.5813844 10.0356478 9.7431803 15.9223210 6.0125396 2.5650853 10.6750307 9.0349082 9.8571938 10.7060274 9.8829051 8.3606786 4.4632039 10.7758634 9.3332658 14.6573881 7.4886194 9.8730066 -0.8943219 7.8373422 7.8935521 3.2755733 8.7868881 9.7102031 10.4602298 5.3910528 7.6213493 6.9130043 11.7813864 NA 11.9605182 10.7943372 10.2515819 -0.8943219 11.1858011 8.3151034 9.0510936 1.4275525 9.7771909 12.6592791 10.8017480 9.9065497 12.2705567 10.0985881 9.9534902 8.8721787 7.6213493 9.3240799 8.4094304 10.2148275 4.9385399 12.6539901 1.9129947 4.9385399 4.6292109 4.8605358 12.3344685 11.5856826 11.7751993 9.3817742 10.1356271 9.3151031 0.6906406 3.9636313 NA 8.1620705 11.3460506 8.8771393 NA 8.5107911 11.3175381 6.5975029 8.4653995 TCGA-UZ-A9PP 60 0 NA 3010 kidney stage i t1a nx mx male NA NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 4 3 2 2 2 2 5 3 2 1 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.942065e-06 3.121176e-07 9.23076923076923 18.4615384615385 27.6923076923077 12.3076923076923 32.3076923076923 9.0910357 7.5813467 13.7538314 10.8663000 11.1223056 7.0236291 7.8214041 0.9938555 10.3503335 13.5459502 10.6377377 9.1919172 9.1110918 10.3627517 8.1853522 6.5535771 10.1432053 NA 13.8365593 1.5788421 2.3157981 10.0989170 11.7377356 11.8200328 11.9361516 10.7716848 8.8033817 9.1869962 8.3689211 10.1444751 9.3602038 10.3815399 12.0143986 11.2037410 10.1865854 15.1243583 7.5536024 0.0072207 0.0072207 0.0263160 0.0069425 0.0350460 0.0350460 0.6790100 -0.0895670 0.0072207 0.0072207 0.0072207 -0.0048812 0.0246880 0.0069425 0.0069425 0.0087518 0.0087518 -0.0193150 -0.0275360 -0.0217850 -0.0217850 -0.0226070 -0.0226070 -0.1088000 0.6500100 -0.1292700 -0.0971010 -0.0919500 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 5.4201455 10.4134906 11.6276336 5.0813439 3.4533069 9.2910883 12.3974262 6.3514340 7.7861298 5.9087649 4.6183738 5.4533134 10.2659787 5.4642010 9.4864024 7.1294366 0.7308356 4.6757030 7.8012363 17.2452764 8.7274617 11.7646831 6.6520935 8.8393717 6.9558138 11.6612888 3.0527810 6.8435467 8.0545777 8.2402261 10.9468654 2.2162686 7.2885025 7.4478379 10.6461290 5.6183738 2.9324770 9.0134723 7.2418087 4.7308464 8.1470115 9.4506193 10.2306930 3.2116353 13.2388761 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 8.9471080 13.8017395 10.4402757 4.6943231 7.4117338 13.8365593 9.0910357 8.8590993 12.4066278 10.2350703 9.6821319 8.3689211 12.9474111 6.2418097 9.0346279 -0.5911795 NA 7.8351838 7.4229394 9.3653896 9.936884648 11.360750152 12.065008649 1.408929200 8.679214408 12.726614293 10.576337141 10.392981403 9.934439836 6.109358470 4.618373755 9.362387915 8.907768269 5.271619895 7.150386031 9.240226305 4.517445783 9.271556403 6.694321667 10.235070270 9.244969331 14.159102604 3.453306855 4.868350940 10.930028676 9.775241206 9.466910729 10.981856077 9.353631172 8.548470534 5.608590457 10.752659959 8.982679911 15.126528529 8.440096340 10.100662602 -0.006072079 7.757758012 6.843546750 3.656850994 9.006971465 9.828352634 9.323304085 4.694323060 4.558665606 6.297662820 12.039186179 0.408929200 10.462844961 11.046223174 10.521032672 -1.591179465 11.489570029 8.262228770 8.990119568 4.948077495 9.635933194 11.931868323 10.098917042 9.618981546 12.406627785 10.235070270 10.491400781 8.873464722 7.206580714 9.473634932 9.682131868 10.520706772 3.656850994 13.093777219 1.216299645 4.109360559 6.241809682 5.023627956 12.409799315 10.402918789 10.611961138 10.130018218 10.271168973 10.094105800 -0.006072079 2.578842128 NA 7.661537272 11.157321543 8.759858231 -1.591179465 8.567528716 11.101316593 6.345557825 8.796936430 TCGA-UZ-A9PQ 59 1 2624 NA kidney stage iii t2 n1 mx male NA NA no NA kidney papillary renal cell carcinoma NA NA black or african american not hispanic or latino 1 5 2 3 5 1 4 3 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 8.4139380 8.3759487 15.6738802 10.0838360 11.0137669 7.4636086 8.0708465 NA 11.5125769 12.0167219 10.4261128 10.5074296 9.2335832 8.7601138 9.1242503 8.0037827 10.5507004 -0.3755715 13.0481113 3.4317567 1.6243817 9.8496118 12.4024179 12.3041045 12.0090533 11.1356629 8.7459381 9.8550254 8.2879626 10.7092128 9.7263801 10.5495879 11.6730616 10.0776751 10.5756892 14.3525110 7.8888473 -0.0103280 0.7691300 0.0129760 0.0324650 -0.0101900 -0.0101900 0.0231880 -0.8944000 -0.9112100 0.7691300 0.7691300 -0.8951700 -0.0203710 0.0000000 0.0324650 3.5080000 -0.9126400 -0.8874200 0.0084197 -0.8972300 -0.8943200 0.0182860 0.0132560 0.0248710 0.0289460 0.0111630 0.0147910 -0.8958500 0.000 -0.887 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 -0.897 0.000 0.000 0.000 0.000 -0.882 0.000 -0.206 -0.206 0.000 -0.887 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 -0.897 0.000 0.000 0.000 0.000 -0.882 0.000 -0.206 -0.206 3.8338616 9.9819565 11.1021627 3.4823837 0.9463566 10.6906552 12.6561918 10.1737079 9.3675558 5.6578286 7.6412129 -1.3755715 9.5784772 5.5901888 9.0454173 6.8816512 -1.3755715 3.7943327 9.3834604 14.7850480 8.7943294 13.3244648 7.7690629 9.2084275 8.2391144 2.9463379 5.2093676 5.7741519 7.8411504 8.1041846 11.4485677 3.3248394 6.6851006 8.6215838 10.3135288 4.7536901 -0.3755715 9.6398195 6.3792917 4.2682622 8.8794332 9.5624182 10.2937325 4.1201031 11.8751795 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 9.803069 13.484958 11.104942 2.431757 8.246456 13.048111 8.661952 8.756261 13.097159 10.796207 10.240494 8.287963 12.711784 7.033795 8.279040 NA -1.375572 10.856526 7.021009 9.599600 11.3487051 11.5833196 11.7787479 -0.3755715 10.4257086 11.7899396 10.6265163 11.6448636 9.5146687 5.9553221 5.1479660 7.8723320 5.5901888 7.7593183 7.8459918 8.2519382 5.7741519 9.0454173 6.3859556 10.6088229 10.4110825 13.0169902 2.2093598 7.9687002 10.4232812 9.8228495 8.9281852 10.8021354 10.2501133 8.8592220 6.4509522 10.6258127 9.7868902 13.4315581 6.5139391 9.7517539 -0.3755715 6.7492500 6.7012205 1.7943119 9.2112442 10.5934312 11.1432887 2.4317567 2.8723363 -1.3755715 13.1672550 -0.3755715 11.1589505 10.9648109 10.1346741 -1.3755715 10.7877397 7.9575600 8.9731325 4.6244051 10.7504636 13.3555644 9.8496118 9.8864992 13.0971587 10.7962068 10.3300369 8.0899711 6.3658710 8.5044472 10.2404938 10.8631077 -0.3755715 12.8952108 3.5312941 4.4572922 7.0337952 3.4823837 12.5853114 10.2875178 11.1435492 10.0585113 10.8684709 10.2074872 0.2093910 1.2093910 NA 7.7363228 10.8431221 9.6426047 1.4317834 9.0725207 10.9868963 7.9418170 8.1904583 TCGA-UZ-A9PR 84 0 NA 2627 kidney stage i t1b nx mx male NA NA no NA kidney papillary renal cell carcinoma 28 1941 white not hispanic or latino 2 3 2 2 2 2 3 1 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.427581e-06 7.629541e-07 7.52688172043011 34.4086021505376 18.2795698924731 23.6559139784946 16.1290322580645 9.530421 8.726277 13.245678 10.909141 11.157835 7.551914 8.700791 -1.527408 10.695828 13.499817 11.606695 9.752620 8.772782 11.367057 8.586171 6.213895 10.203324 NA 15.268076 2.379316 5.570460 10.643919 11.795180 11.873575 11.027737 9.819497 9.517506 10.588448 8.533125 10.455423 9.587473 10.799140 11.749135 10.769919 10.163736 14.393294 7.387980 0.00819590 0.00819590 0.00458000 -0.00650500 1.54210000 1.54210000 0.76734000 -0.00186150 0.00819590 0.00819590 0.00819590 0.00861350 0.00842900 -0.00069303 -0.00650500 -0.00318590 -0.00069303 0.00771560 -0.00387790 -0.00027724 -0.00027724 0.00986690 -0.00183590 0.00000000 -0.00622860 -0.04549900 -0.03258700 -0.02137300 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 4.7203551 8.7048502 11.9909594 6.0573918 -1.5274083 10.0214581 11.7844612 -0.5276162 8.7750680 4.0573896 2.2797981 3.9318627 10.1505451 3.8647507 9.0898967 7.6228616 -1.5274083 5.2003513 9.5585654 15.4669192 8.4425351 11.8473328 6.0723417 8.4525687 7.4947972 9.5900722 3.7943535 6.4149439 7.2894131 9.3005656 10.5635339 1.2797684 8.7532000 7.9662845 10.3823223 4.3053212 NA 9.1054243 7.4382138 6.6156076 7.8986939 9.2904440 9.8663558 5.0395508 12.3733667 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 8.991082 14.121040 8.761295 2.864751 8.422256 15.268076 8.183235 9.430982 12.023296 10.665646 7.746225 8.533125 12.676847 6.743892 7.970281 1.279768 -1.527408 8.578338 7.522278 9.314615 10.11402937 11.78247385 12.04678618 0.47238379 9.23481121 12.75985297 10.83656381 9.94613488 10.89369977 6.75319936 4.14485399 10.14882711 9.18065089 4.77839784 7.50860296 9.01158788 5.43821300 9.95372401 7.22397369 10.31360038 9.39427018 14.77934528 -0.52761621 3.05739828 11.05668702 9.88552815 9.03467160 11.46022611 10.61453621 7.43243082 3.68188774 10.97749638 9.01779917 15.11867847 6.18047810 10.48330692 NA 7.69616565 7.11267407 0.05741561 8.95422860 10.02941410 9.11357784 2.86475073 5.04228537 NA 12.35850676 0.47238379 10.18538602 10.75927570 9.61581242 NA 12.40316651 9.12706523 9.45328278 -1.52740825 10.16939667 11.78076821 10.64391877 9.86528323 12.02329618 10.66564645 10.28179537 8.89238920 7.37631122 9.45386097 7.74622475 10.39538515 NA 12.46492501 0.47238379 1.47243578 6.74389191 5.98022414 12.54732323 10.16111664 10.65885296 9.96728477 10.53109738 10.44469098 NA -1.52740825 NA 7.92802323 11.16566565 9.48295736 0.79435348 8.40759409 11.59751972 7.74622475 8.71441245 TCGA-UZ-A9PS 62 0 NA 2167 kidney stage ii t2 nx mx female NA NA no NA kidney papillary renal cell carcinoma 15 1982 black or african american not hispanic or latino 3 4 2 1 5 1 3 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3.121176e-06 1.213791e-06 2.38095238095238 17.4603174603175 17.4603174603175 28.5714285714286 34.1269841269841 9.119418 8.629093 14.182455 11.205557 11.447788 7.331012 9.540154 -1.406981 10.376327 12.286733 9.530293 8.990594 8.801153 7.450900 9.560866 7.367707 10.165619 NA 13.516386 1.177854 2.177886 12.100962 12.402623 12.943789 12.303080 9.970672 10.287712 8.675068 9.151340 10.660017 9.491521 11.063832 11.658335 10.822339 10.519586 13.587936 7.705124 0.0098669 0.0098669 0.7537500 -0.0541510 -0.0083005 -0.0083005 0.6749300 -0.0417020 0.0098669 0.0098669 0.0098669 0.7537500 0.0093098 -0.0138150 -0.0541510 -0.0073339 -0.0073339 0.0022193 -0.0163860 -0.8375700 -0.0147780 -0.0153290 -0.0153290 -0.0353120 0.6886800 -0.0690640 -0.0690640 -0.0654470 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 0.677 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 0.677 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 5.4002749 11.1128012 12.3681180 5.0847744 1.5929234 8.8586279 10.1698759 2.0523463 7.6643819 1.4002647 1.9148324 2.1778859 10.2246329 4.4258084 8.7001362 7.3204657 NA 3.9148515 9.8151104 14.9470047 8.3157270 12.3214775 8.1835064 10.1096041 5.3873350 9.1026943 1.4002647 5.8503069 8.9603339 7.3644087 10.8114824 2.5929234 5.5701988 7.6290928 10.4725025 2.0523463 0.5929234 9.0807592 5.8217383 4.3982135 7.7553102 9.6047963 9.9361049 3.0892608 11.1057683 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 9.5773376 13.2470517 11.4128987 3.5929234 9.1928321 13.5163860 9.0887742 9.4122999 11.8132976 10.7043809 7.1928323 9.1513401 13.0560604 6.4998092 8.6856763 0.9148706 NA 9.2502378 7.0191837 10.5342383 9.7138051 11.3400632 11.0790000 1.1778540 9.3726385 12.5593345 10.5195858 10.9630617 9.6304663 5.4998108 3.8408459 8.5773378 8.3461361 6.4691289 7.1007138 8.6235863 2.7628378 9.5658991 2.0523463 10.4002742 9.6393612 12.9178029 2.1778859 5.6697355 10.3635831 9.0513259 8.7183329 11.2688762 9.7477373 9.1503830 3.8408459 10.9083519 9.1125555 13.7274659 7.0498485 10.4789968 -0.4071722 7.9802259 5.8313250 1.9148324 8.8277368 9.9857732 10.3488458 3.5929234 4.3742814 NA 11.9640152 NA 10.9790511 10.5324984 9.8048075 0.1778540 11.1390902 9.1320781 9.1825704 0.1778540 10.0686527 12.2902126 12.1009616 10.9466174 11.8132976 10.7043809 9.8289335 9.3080232 7.8313237 9.1619297 7.1928323 10.6166735 1.5929234 13.1110806 0.1778540 0.9148706 6.4998092 5.3478074 12.4129984 11.2506843 10.4679006 9.5288209 10.7709616 10.1993244 1.4002647 1.1778540 NA 7.0752427 10.4422461 9.5463883 1.4002647 8.7728282 11.6940742 7.6208254 8.5221778 TCGA-UZ-A9PU 77 1 933 NA kidney stage i t1b nx mx male NA NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 2 3 2 2 2 2 3 2 2 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.456549e-06 3.121176e-07 3.92156862745098 15.6862745098039 27.4509803921569 35.2941176470588 17.6470588235294 9.180025 8.640505 13.794325 10.675379 11.351018 7.651646 7.944065 5.214241 10.479074 12.892400 11.642077 9.132109 8.832626 10.478683 8.499643 6.634903 9.808565 NA 15.146101 2.088718 2.436642 10.603692 11.319448 12.051211 12.428863 10.074810 9.560754 10.206707 9.277635 10.434215 9.337499 10.691324 11.499450 10.314465 10.441054 15.254487 7.542646 0.01167900 0.01642500 0.79220000 0.00221930 1.35820000 1.35820000 0.76121000 -0.00572930 0.00875280 0.01726400 0.01642500 -0.00415460 0.00208050 0.00221930 0.00221930 -0.01446900 -0.00622860 0.00124810 -0.01009400 -0.00013862 -0.00013862 0.00000000 -0.00855140 -0.00788630 0.77291000 -0.04428000 -0.04915400 -0.03476800 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.773 0.773 0.761 0.761 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.792 0.000 0.000 0.000 0.000 0.000 0.000 1.358 1.358 0.000 0.000 0.000 0.000 0.124 0.124 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.773 0.773 0.761 0.761 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.792 0.000 0.000 0.000 0.000 0.000 0.000 1.358 1.358 0.000 0.000 0.000 0.000 0.124 0.124 5.8191010 10.5485135 12.4090997 6.0555427 3.6292750 9.6131051 10.4794645 0.2142492 8.0322899 1.7992117 4.8191010 4.2142414 10.2767002 4.2731354 9.0794578 7.6526994 NA 5.0887098 9.6313895 15.9843162 9.0481844 11.7351862 6.0043171 8.5585363 7.0846054 10.5867426 2.9512148 7.0928026 8.2123607 8.7007400 10.6533785 1.9512148 6.7533986 7.3605969 10.7338764 4.7378003 NA 8.9879291 6.6460863 5.8477690 7.6405052 9.1118537 9.8435968 5.2995817 12.5366980 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 9.2946136 13.2295391 10.3711660 4.1528405 9.2695227 15.1461012 8.9169901 9.2892736 11.9692669 10.4293688 7.2767358 9.2776354 12.6799767 6.6736723 8.2839139 -0.3707133 NA 8.9238985 7.4996426 10.3295830 10.0727393 11.4460614 11.6596000 0.9512148 9.3724291 12.5206817 10.6821853 10.0902454 10.6282207 6.6736723 4.2731354 9.2384566 9.1771362 4.0181534 7.6681964 9.2067065 3.3841604 9.6919985 7.0129820 10.3184021 8.9307740 14.5012311 0.6292867 4.2731354 10.4245057 9.8141530 9.6647642 11.1711003 10.2753863 7.6872693 3.6736695 10.7608132 9.1896106 14.9176031 6.9927560 10.2990486 NA 8.2730435 6.9646678 NA 8.7739360 9.9001571 9.0010543 4.1528405 6.4366333 NA 11.9178555 2.5361773 11.2041078 10.3995286 9.9945066 -1.3707133 11.8105853 8.7246748 9.3741116 -1.3707133 10.0086561 11.8184846 10.6036924 10.3563473 11.9692669 10.4293688 9.9557071 9.0576379 6.6349025 9.5482453 7.2767358 10.5119207 0.2142492 12.3919712 0.6292867 2.0887183 6.6736723 5.8091880 11.9838026 10.3153405 10.8913726 9.6743547 10.4011798 9.9724635 NA -1.3707133 NA 7.8905263 11.4400321 9.6278682 -0.3707133 9.0021427 11.7545297 7.0555427 7.9054020 TCGA-UZ-A9PV 65 0 NA 1444 kidney stage i t1 nx mx male NA NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 4 4 2 2 2 2 3 2 2 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.421869e-06 4.161568e-07 5.55555555555556 20.3703703703704 18.5185185185185 42.5925925925926 12.962962962963 9.34922770 8.20658413 14.30039612 11.61185337 11.14511118 6.96799741 9.14252729 0.03337014 9.91698502 12.52124721 10.72564838 10.02767686 8.67597679 9.41774747 7.93419035 6.50905763 10.11724595 -1.55173334 13.71547680 3.80591151 1.77027934 11.66768074 11.57419089 12.83381894 11.90984041 10.93116890 9.86515840 10.13966825 8.22643820 10.31795477 9.01916536 11.07041274 11.63354610 10.79126897 10.28677698 14.09452585 8.55080911 0.00743740 0.02462500 0.94051000 -0.01821900 0.94804000 0.94804000 0.85275000 -0.08684300 0.00743740 0.02462500 -0.01937600 0.92444000 0.02168000 0.00000000 -0.01821900 0.00021486 0.00021486 -0.00200220 -0.02650200 -0.01484000 -0.01484000 -0.02061100 -0.02061100 -0.03319400 1.73070000 -0.08352500 -0.08869900 -0.09134700 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 0.160 0.160 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 0.160 0.160 3.6182856 10.6164062 12.0101262 5.1487999 1.0332997 9.2604259 12.1115855 6.5724820 9.0877018 2.1488040 1.2557424 3.8059115 9.6160739 4.3791011 9.0058247 7.3192494 1.6182856 4.5144505 8.8492403 15.9112968 9.6082323 11.1660374 7.0182169 8.3507359 7.4398824 4.5568831 3.7702899 8.3462065 8.6245341 7.3032291 10.8944104 0.4483724 6.7837513 7.3001100 11.4907043 5.0333217 1.7702793 8.9521868 6.7383801 5.6744832 7.8662132 9.2417284 10.0043879 5.8257449 11.6617978 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 9.2032484 13.4134688 7.5437580 2.6962832 8.6638939 13.7154768 8.8026104 8.9738819 11.8408125 10.5539421 7.2780833 8.2264382 12.4068230 6.4762666 7.3761393 0.7702793 0.4483724 9.9836364 7.1136974 10.6593671 8.88611296 11.49888983 11.37761936 -0.55173334 9.04548229 12.13661127 10.49446181 10.05384051 10.86040146 6.23626299 3.69628321 8.75556160 5.58791100 5.64783830 7.56730206 9.20074170 3.03331727 9.78765431 4.22971865 9.81686734 9.57699973 12.88650301 0.03337014 7.41990458 11.29345889 9.76520818 9.24602252 10.91162987 10.15701376 9.39453622 3.80591151 11.48830808 9.44331532 14.16996751 8.56645862 10.24237064 NA 8.14475459 5.94021374 -1.55173334 8.63818537 9.76520818 8.84789515 2.69628321 2.25571221 NA 11.85881229 NA 9.16346502 10.80426262 9.66934377 1.25574242 11.74456020 8.48590778 9.01821660 -1.55173334 9.70692695 11.69925148 11.66768074 10.23789457 11.84081254 10.55394208 10.24440059 8.50770546 7.97192286 9.80435064 7.27808328 9.91545696 -1.55173334 12.95137916 0.44837239 -1.55173334 6.47626664 5.28124942 11.88520259 10.26734243 10.67537516 9.94471543 10.11236366 10.54968014 -1.55173334 -1.55173334 NA 7.97068745 11.42455988 9.34847300 -0.55173334 9.10389178 11.31660477 7.62078873 8.27172820 TCGA-UZ-A9PX 73 0 NA 1981 kidney stage i t1 n0 mx male NA NA no NA kidney papillary renal cell carcinoma 67.5 1955 white not hispanic or latino 2 3 2 2 2 2 3 1 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.323542e-06 7.629541e-07 11.1111111111111 17.7777777777778 22.2222222222222 31.1111111111111 17.7777777777778 8.907446 8.686786 13.260735 10.759995 11.021855 7.233068 8.048748 3.014355 10.584939 13.255890 12.141311 10.307230 9.274888 11.314223 8.400120 7.048308 10.369397 NA 13.922074 4.429395 3.322476 9.798840 11.456303 12.220677 11.765905 9.910910 9.353362 10.024522 7.981793 10.586023 9.171828 10.768294 11.687459 10.821716 10.167008 14.367613 8.038440 0.01181800 0.01992300 0.00638710 -0.00126630 1.45290000 1.45290000 0.71152000 -0.00055444 0.01181800 0.01992300 0.01992300 -0.00207840 0.00000000 -0.00249380 -0.00126630 -0.00124730 -0.00345300 0.00166420 -0.00553750 -0.00318590 -0.00318590 -0.00318590 -0.00318590 -0.00249380 0.71961000 -0.05926900 -0.04265200 -0.03258700 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 5.9074459 10.9470677 12.0709340 5.9970824 1.9439588 9.8791012 11.3941517 4.7919703 8.4245598 5.0143598 5.6444101 2.6220401 10.0454062 3.0814760 9.3319886 7.5078010 -0.3780068 5.5762409 10.0571927 16.0275639 8.9120621 11.7464878 6.0483081 8.7944708 6.8747085 10.0504035 3.5289338 10.4620344 8.4985604 9.4091297 11.1838086 2.0814760 7.2367528 8.2238140 10.7194171 4.4800259 0.6220870 8.9439714 6.0057480 5.6676395 7.8484558 9.3336328 10.1138965 4.3360120 12.4084447 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 8.633271 13.821217 10.207945 4.925824 7.804438 13.922074 7.928105 9.067058 11.958689 10.338005 8.540906 7.981793 12.434822 6.336289 8.924682 -1.377819 -1.377819 10.350389 7.258668 9.243436 9.6955156 11.7755954 11.6112605 1.6220401 9.1573186 12.3494321 10.9467865 10.1956906 10.0860734 7.0014217 5.1918982 9.5023923 8.5907102 4.0143642 7.3935329 9.2395109 5.5168598 9.6241552 8.1318184 10.0717078 9.0545853 15.0926546 2.8699701 7.8628345 10.9152276 9.9921858 9.5623569 11.0558896 10.0597955 7.6499495 4.3499667 10.9068675 9.2674677 15.1894796 6.5871354 10.2654486 NA 7.8791482 7.6935058 0.9439588 8.7781264 9.6485668 9.1228852 4.9258238 7.1416801 NA 11.9312355 1.7919807 10.9610582 10.8741174 10.0921938 NA 11.6478750 8.3601355 8.8412118 2.2070182 9.8847255 11.8936523 9.7988398 9.2882674 11.9586894 10.3380054 10.3765133 8.6664374 6.7095057 9.4948876 8.5409064 10.2344511 1.2070182 12.7502794 0.9439588 5.2514010 6.3362887 5.6664385 12.2654486 10.4800243 11.1273587 10.3072302 10.1063628 10.2182331 0.2070182 2.8485578 NA 8.3313684 11.2730120 9.4947182 -0.3780068 8.8019524 11.5422101 7.3635102 8.4815783 TCGA-UZ-A9PZ 65 0 NA 657 kidney stage iii t3a nx mx male NA NA no 100 kidney papillary renal cell carcinoma NA NA white not hispanic or latino 4 4 1 1 2 2 3 2 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.109751e-06 3.81477e-07 11.6279069767442 20.9302325581395 25.5813953488372 23.2558139534884 18.6046511627907 8.982813 7.708069 13.122586 11.391606 10.917892 6.589555 8.815873 NA 9.817583 13.122111 11.569029 9.909505 8.606745 10.834358 7.717143 7.207086 9.596947 NA 14.071824 1.984699 5.232619 11.331945 10.883339 11.809652 11.628549 9.836442 9.416539 10.176163 7.895585 10.002429 8.836442 10.826519 11.733165 10.647658 10.833316 14.489925 8.755324 0.0130740 0.0130740 0.4380000 0.0000000 1.4459000 1.4459000 0.6888700 -0.0145030 0.0130740 0.0130740 0.0130740 0.4304100 0.0197830 0.0000000 0.0000000 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 0.000 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 5.1276498 11.1169783 12.1470841 6.2577122 3.9846896 9.8832235 11.6903251 5.9543196 8.2884735 4.2070885 4.4441237 1.7216789 9.6087449 4.4441237 9.5658934 7.2644736 NA 4.8915844 9.2623676 13.9318426 9.9242720 11.3278785 6.7035105 7.9695857 8.0144401 8.3884147 3.7920432 5.6091846 8.4220980 8.2420804 11.1057945 0.3997727 7.6805009 7.6758547 11.2428661 6.2199100 2.5696612 8.8364418 5.1546197 5.8955862 7.8217950 9.4484622 9.9025620 6.0880504 12.4136967 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 8.6943509 13.5822022 10.0818470 3.9232918 7.6333498 14.0718240 8.4441245 8.4193210 12.3674969 10.2262788 8.5520150 7.8955850 11.9367059 7.1941462 8.3393093 0.9846987 -0.6003367 8.6523958 7.4871929 9.5683521 9.1662593 11.8686088 11.5494774 1.7216789 8.6523958 11.5219111 10.1884485 10.1859999 10.1596185 7.2823731 4.8915844 8.8875704 7.7216584 4.2955173 7.5082543 9.5821247 5.0721573 9.1344399 6.7395808 9.9968517 9.2990871 14.1764203 2.5696612 6.2945472 10.7823543 10.0897283 9.1019029 10.9538394 9.7715070 8.5944870 4.1001703 10.8935857 9.3669564 14.8073632 8.1477219 10.0318167 NA 7.8463172 6.9075252 3.2070807 8.2262788 9.4522983 8.6666806 3.9232918 4.8591595 5.7395808 11.1357093 NA 9.4536561 11.0422333 10.0800897 0.3997727 11.8006097 8.4413893 8.9771591 -0.6003367 9.3437101 11.2545986 11.3319450 10.0932172 12.3674969 10.2262788 10.5056388 7.8995763 7.3884152 9.7753996 8.5520150 9.9581510 0.9846987 12.8764764 0.9846987 0.9846987 7.1941462 4.1546156 12.1477134 10.0181157 10.4248698 10.1736936 9.7931208 10.6182934 0.9846987 NA NA 8.4177357 11.9523873 8.4441245 NA 8.8652965 11.8333157 6.9921872 8.2230977 TCGA-UZ-A9Q0 60 0 NA 3368 kidney stage i t1 nx mx male NA NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 4 4 2 2 2 2 3 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 1.491228e-06 4.508365e-07 7.01754385964912 19.2982456140351 24.5614035087719 31.5789473684211 17.5438596491228 8.589949 5.847178 13.119183 11.390834 10.790071 6.062907 8.770910 NA 9.605509 13.610444 11.731004 9.898606 8.145647 11.543585 7.178384 7.969797 9.300250 NA 13.508956 3.214917 1.892974 11.365673 10.575976 10.960416 11.244473 10.358548 8.706763 10.108515 7.732186 9.949619 8.477944 10.369728 11.834763 10.031254 11.045267 13.704958 9.551925 0.0112610 0.0112610 0.8310700 0.0037465 0.8274500 0.8274500 0.7507000 -0.0346310 0.0112610 0.0112610 -0.0034627 -0.0067813 0.0119580 0.0037465 0.0037465 -0.0106110 0.0123760 -0.0077482 -0.0165670 -0.0088526 -0.0088526 -0.0044312 -0.0256160 -0.0261670 0.7386100 -0.0623610 -0.0623610 -0.0650450 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 0.805 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 0.805 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 5.1024356 12.1760701 11.7606466 5.4475693 3.9804458 9.4246167 10.7462913 5.8471776 7.9804447 3.0628988 6.0828069 1.8929738 9.5265945 4.7509602 9.0951056 6.9490236 0.8929738 6.2505334 9.2171624 16.1070881 10.1109395 11.1933343 7.4704108 8.2549256 7.0427286 9.5277929 1.8929738 7.9097899 8.6938817 8.6677687 11.4267981 2.7003287 6.1783840 8.0427291 11.0028124 5.7756248 2.7003287 8.7321854 5.2505334 6.1567667 7.5368378 9.2761028 9.7035534 7.1802324 11.6638851 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 8.4165438 12.9664539 10.5855973 3.3524196 8.2938611 13.5089562 8.4928947 7.5583174 11.6722907 9.9469076 6.6209016 7.7321857 11.7979926 6.7998722 8.2895864 -0.1070262 0.8929738 8.4928947 7.4321401 8.7981883 8.3928274 11.6016346 11.9007099 1.8929738 8.0171029 11.3050223 9.6528699 10.2766860 9.9482641 6.9153500 4.4779428 9.3687151 10.0093258 5.6719783 7.2238984 8.5186905 4.8471802 8.6276915 8.3108341 9.5636381 10.0889691 14.7440963 2.4779363 4.8929835 10.6192000 9.8731214 9.1073008 10.5618667 9.7083650 8.4928947 2.8929738 10.7369028 9.3947195 14.7796786 8.4963856 9.8471781 NA 7.6213105 7.0629064 NA 6.1218008 8.9563767 8.3934252 3.3524196 4.4165425 NA 10.5413393 -0.1070262 9.7938486 11.8244580 9.9617601 NA 11.4297147 7.5223383 8.5223383 -0.1070262 9.2103945 11.4101590 11.3656726 9.5186905 11.6722907 9.9469076 10.3213419 6.9910138 6.4628376 10.0413439 6.6209016 9.5882100 0.8929738 13.2583473 NA 2.7003287 6.7998722 3.9804458 11.7548441 10.0439983 9.8413489 10.2406032 9.3843139 10.2949279 2.7003287 NA 3.7003398 8.2997818 12.2905628 7.9097899 -0.1070262 8.4966081 11.4571313 6.3192458 9.1480103 TCGA-UZ-A9Q1 88 0 NA 1562 kidney stage i t1b nx mx female NA NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 1 2 3 4 3 1 2 1 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 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 1.31783e-06 9.710324e-07 10.2941176470588 25 22.0588235294118 19.1176470588235 23.5294117647059 8.6364158 9.3235968 15.5938708 11.5034741 10.9460579 8.5183254 9.3696019 NA 10.6367887 11.6936375 11.6887900 9.4307108 9.1092127 10.1316135 9.3879286 6.4469642 10.6571530 NA 13.4896560 -0.2810357 1.0409625 11.2572326 12.2580340 11.5469818 12.2603823 9.9657843 10.1917345 9.4545997 8.8379849 10.5368268 9.3401797 11.1113611 11.6165110 10.8751268 9.2048731 13.3155829 5.5271704 0.0041632 0.0041632 0.7790700 -0.0088526 0.7937400 0.7937400 0.0030522 0.0169850 0.0041632 0.0041632 0.0041632 0.7829200 -0.0167040 -0.0088526 -0.0088526 -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 0.000 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 5.957448 10.627436 9.779740 4.333753 1.303985 10.862822 9.399403 4.649782 8.836687 2.178460 3.178476 1.719052 9.961283 3.928494 9.033060 6.367437 -1.281036 4.304007 9.734459 7.866884 7.402038 12.132539 7.755217 9.244565 4.111365 7.089731 NA 8.202859 8.789165 8.550351 10.794523 2.419485 5.564534 7.916260 10.700611 1.888967 NA 9.054434 7.384380 3.423914 7.439664 9.644435 9.994586 1.346645 11.449034 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 9.746950 12.490946 9.772291 4.625937 9.053317 13.489656 9.480595 8.882693 12.541316 10.309163 6.746950 8.837985 12.885442 3.719041 8.107061 NA NA 10.497942 5.446964 9.503670 10.1468803 11.2647322 11.1132384 -1.2810357 10.0262446 12.5176167 10.2941102 10.6259343 9.4298500 5.3483989 4.5519343 8.3647020 8.6819397 5.2914783 5.9382129 9.5020419 5.1619884 9.4029155 4.0409713 10.4090417 9.8725958 14.8638015 1.5264194 3.1784756 10.7169288 8.9382123 9.6941752 11.0344763 9.5613941 8.2523736 4.2736352 10.8942814 9.2944696 14.5215348 6.5939632 10.3619979 NA 7.7678574 6.6497807 NA 9.2964726 9.9799632 11.3765095 4.6259367 3.9284935 NA 12.0519194 -0.2810357 12.3509028 10.6830235 10.1432100 -1.2810357 11.1674181 8.6586228 9.1661269 -0.2810357 10.5146776 12.6954288 11.2572326 10.3091629 12.5413157 10.3091629 9.7084382 9.1070609 8.1263116 9.1089332 6.7469496 10.2936372 -1.2810357 12.9575231 1.0409625 1.8889672 3.7190410 4.9088705 12.2799735 11.3837132 11.8866187 9.1692240 10.5272035 9.3346733 NA NA NA 7.2388766 10.3693460 9.3374292 NA 8.9562536 11.3583844 6.5645336 7.4125309 TCGA-V9-A7HT 67 0 NA 965 kidney stage ii t2 nx mx male 2009 NA no 80 kidney papillary renal cell carcinoma NA NA black or african american not hispanic or latino 3 1 1 1 1 1 6 2 1 1 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.456549e-06 4.855162e-07 7.01754385964912 15.7894736842105 15.7894736842105 33.3333333333333 28.0701754385965 8.739704 8.167411 13.303660 10.825013 11.223369 7.285433 8.266237 1.499731 10.779318 12.188978 11.893813 9.240051 9.716454 8.935725 8.289785 7.094654 9.939192 1.722116 13.425386 1.499731 4.615187 11.717060 11.695049 11.096208 12.109348 9.874747 9.737316 9.952292 8.289785 10.399568 8.640964 10.808805 11.593125 10.687885 10.127242 13.873253 6.778931 0.3797300 0.3739700 0.2750500 -0.0066432 0.7436400 0.7575700 0.3309200 -0.0099565 0.3792400 0.3739700 0.3767700 0.2750500 -0.0350400 -0.0238960 -0.0238960 -0.0388940 -0.0388940 -0.0082308 -0.0173910 -0.0287400 -0.0287400 -0.0149160 -0.0149160 -0.0045695 0.3986100 0.0000000 0.0000000 0.1904100 0.000 0.000 0.000 0.000 0.789 0.789 0.384 0.000 0.000 0.399 0.399 0.331 0.331 0.000 0.000 0.000 0.000 0.000 0.000 0.406 0.406 0.000 0.190 0.380 0.380 0.275 0.275 0.000 0.000 0.000 0.000 0.000 0.000 0.744 0.744 0.388 0.388 0.000 0.000 0.181 0.181 0.000 0.000 0.000 0.000 0.789 0.789 0.384 0.000 0.000 0.399 0.399 0.331 0.331 0.000 0.000 0.000 0.000 0.000 0.000 0.406 0.406 0.000 0.190 0.380 0.380 0.275 0.275 0.000 0.000 0.000 0.000 0.000 0.000 0.744 0.744 0.388 0.388 0.000 0.000 0.181 0.181 8.778931 12.186062 12.166080 6.863112 5.374177 9.259418 10.431430 2.499706 8.247900 3.236676 7.507202 3.084677 9.960983 4.529452 9.012777 6.890822 1.722116 6.676297 9.655369 14.179817 9.325197 11.626842 6.931553 8.097140 6.245663 9.418571 3.084677 8.471251 8.780479 10.766885 10.681688 1.499731 8.436346 8.276689 10.448562 4.587173 NA 10.305989 6.845483 4.874979 8.229895 9.405215 10.154940 4.113634 11.618290 9.374177 10.103952 8.044028 10.759843 2.914737 10.244542 7.686235 16.257089 4.722100 13.588551 10.560854 13.770636 4.200151 12.461760 9.616918 10.163266 9.099621 13.194574 9.557700 6.446127 8.216241 13.425386 8.294124 8.986208 12.422292 10.209366 8.761803 8.289785 12.571617 6.615185 7.594225 4.272299 NA 10.353017 6.702648 10.027413 10.26513211 11.49782809 11.26899468 5.84548252 9.16741087 12.22649363 10.71645364 10.89880769 10.46885443 6.28978468 6.40659789 10.41956428 10.40258533 5.03244031 7.88052942 9.02457594 5.27229572 9.70101495 6.13391487 10.29032786 8.64096357 16.25708915 4.58717294 7.51837147 10.83249037 9.58540163 9.02848738 11.11165474 10.18036036 9.42353048 4.20015120 11.62791699 9.11908404 13.24838988 6.68120748 10.64606435 -1.08528241 7.74709733 8.70916103 NA 8.46933412 9.67296855 9.05429662 6.44612718 9.69774359 NA 11.63883278 5.04402684 11.19377544 10.63413419 10.11809337 -0.08528241 10.70631522 8.59598359 9.57027602 3.55859826 10.31348905 12.31161763 11.71705972 10.49217416 12.42229222 10.20936612 9.89059322 8.67961697 7.13874690 9.93147003 8.76180252 10.46067510 4.40659789 12.47627193 2.37417703 5.65621318 6.61518527 6.38235081 12.26015057 10.57206380 10.79356259 10.07335499 10.15938863 9.87764135 1.23664568 -0.08528241 NA 8.36469849 11.64103161 9.04788760 NA 7.96459386 11.91386451 6.28106763 8.48270149 TCGA-WN-A9G9 NA 0 NA 791 kidney stage i t1b nx mx male 2012 NA no NA kidney papillary renal cell carcinoma 10 2002 white not hispanic or latino 1 1 1 1 3 1 6 1 1 1 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.213791e-06 4.855162e-07 11.3207547169811 16.9811320754717 16.9811320754717 32.0754716981132 22.6415094339623 8.6586342 3.0644518 12.9332283 10.1937363 10.9639263 5.3863799 8.8196283 -0.6359879 9.9583381 11.2397628 11.0217785 9.4829545 8.6700752 10.0885274 7.8836495 8.9262560 8.9787233 1.3640121 11.6672235 3.0644518 6.2709045 10.1745852 10.6255032 8.7563308 11.9550683 8.6095662 9.1519161 10.6814261 7.9527279 10.6006257 8.3326802 10.2040046 11.3846463 10.4607286 10.0722353 13.9186023 8.8230761 0.00073726 -0.00379140 -0.02940400 0.06584500 -0.00051945 -0.00064907 0.00643120 -0.23003000 0.00000000 -0.00379140 0.00754420 -0.23885000 -0.00408000 0.06584500 0.06584500 -0.00175740 -0.00161890 0.00623410 -0.00037188 -0.00140810 -0.00140810 -0.23027000 -0.23027000 -0.00285980 0.00963250 0.00810080 0.00810080 0.01074700 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 13.0423936 12.4048169 11.2416811 7.4192962 6.0644539 9.2706035 12.0348910 -0.6359879 8.5587704 4.7215641 9.0487620 NA 10.5060631 3.5339371 9.5326855 6.7746764 3.5339371 9.1172304 10.6791630 12.8868402 9.5035648 11.5022853 6.7127416 8.7149526 5.8558676 8.4673015 2.3640121 8.5162985 7.9933704 12.3323203 11.5022853 0.9489746 9.5783327 10.5495084 10.2678953 5.9338700 NA 8.4907181 5.7390542 6.0655615 7.9224340 10.0240093 10.1519160 5.0647320 10.7987094 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 8.600028 12.767159 7.960203 9.848836 6.685942 11.667223 7.843794 7.446163 12.900382 10.612534 9.382214 7.952728 12.140241 7.391920 3.823444 1.364012 NA 9.725957 7.112206 8.383048 9.6712143 11.6700752 11.1346774 3.8234437 8.3668284 11.5336254 10.3856875 10.3717416 10.7352456 3.1713670 10.4138621 9.7616882 12.9035359 7.0710279 7.6119410 9.1825957 5.5137592 10.2633704 6.6024183 10.4887810 8.9676398 19.2267114 5.0078682 7.4029327 10.9094607 10.2219945 9.1984846 11.4411630 9.9508533 9.0006381 6.1969040 10.5994295 8.4380745 13.8565552 8.8725807 10.1355029 NA 8.9105993 10.1817967 NA 6.3640138 9.3269094 7.0019429 9.8488364 7.9823993 NA 10.4842513 NA 11.9729613 11.7576721 11.0284608 1.6859401 10.4294297 8.2126365 8.8718082 0.9489746 10.1857875 11.7715468 10.1745852 10.4718844 12.9003821 10.6125341 10.7374225 6.4620458 5.9186033 11.1367157 9.3822137 10.5612302 4.9787219 12.5522932 3.1713670 1.9489746 7.3919198 5.4725365 12.0297935 9.8028054 10.1608642 10.3043271 9.8518535 10.1230694 2.5339371 3.1713670 1.3640121 8.9697152 12.4969437 8.1122065 6.3752410 7.7477177 11.3024904 5.7215668 8.9070454 TCGA-WN-AB4C NA 0 NA 1188 kidney stage i t1a nx mx female 2011 NA no NA kidney papillary renal cell carcinoma NA 2010 white not hispanic or latino 1 1 NA NA 5 1 4 3 1 2 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.184823e-06 6.935946e-07 4.76190476190476 30.952380952381 14.2857142857143 33.3333333333333 16.6666666666667 8.213552 4.161460 15.787257 11.354771 10.265060 5.774439 8.677627 NA 10.201995 11.026742 10.216108 9.054140 8.350125 6.881355 8.640055 7.377781 8.770968 NA 11.753481 2.073992 4.161460 10.615097 9.986875 10.038341 10.998813 9.019445 9.166758 10.150816 6.855361 10.088021 9.137396 9.808710 11.127926 10.205858 8.805320 13.189044 9.070333 4.2748e-03 4.2748e-03 -1.1285e-02 -9.4923e-03 -9.1965e-04 -5.2106e-03 5.9986e-01 1.2986e-03 4.2748e-03 4.2748e-03 5.6036e-03 -8.9403e-03 5.2282e-01 -7.2835e-03 -9.4923e-03 -1.2801e-02 -1.2801e-02 1.8536e-03 -1.4738e-03 5.0541e-05 5.0541e-05 4.6648e-04 4.6648e-04 -1.4591e-02 5.1889e-03 1.5638e-02 1.5638e-02 -1.4009e-01 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 6.0512807 14.2816251 7.7744405 5.8288880 4.9319808 9.9685456 11.8188344 3.2439280 9.1156596 5.4315528 6.3219281 0.0739573 9.7539205 3.9808936 9.7709681 7.4557168 NA 6.8019204 11.0397849 12.7024461 9.5975625 11.7779041 8.3076202 10.2699878 5.9566445 5.8019217 1.6589655 7.6589633 7.8553600 10.0441065 12.6078170 1.6589655 7.4663180 8.9778824 10.9756217 3.8813514 7.2539099 9.7428856 4.6589655 4.2439280 8.2338718 10.8518312 10.2699878 3.9933392 8.7311045 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 8.725052 13.415658 9.577826 5.359402 6.828888 11.753481 8.248926 8.056994 13.028379 10.009166 8.340787 6.855361 12.380347 6.028198 7.243925 NA 1.658965 9.541606 6.788246 6.767905 9.7727052 12.1844839 11.0789233 3.2439280 8.8221935 11.3472134 9.0194445 10.6692581 9.9928639 4.8288905 3.5334263 9.3454636 8.7322122 4.0740001 7.1508166 9.7950998 4.2439280 8.5002655 NA 9.6112190 10.5768324 17.0102589 2.3959402 4.3219281 9.8537200 9.1772885 8.3823396 11.3225212 9.5718524 8.5578163 5.5658530 10.9596969 8.7569952 12.8871805 5.1183930 10.1588090 NA 7.2607587 8.0908090 NA 6.5817956 9.3846135 11.3897162 5.3594017 4.4663204 4.3219281 11.4823303 0.0739573 12.0080600 12.0935913 10.5252117 NA 10.6063565 7.9443654 8.7709681 1.0740258 9.8861779 11.6285894 10.6150972 9.2907465 13.0283787 10.0091656 10.0824292 5.7178573 7.5738463 9.5408724 8.3407870 9.4093909 3.6589655 13.2156288 3.5334263 2.8813514 6.0281978 2.0739916 13.0927224 11.5236651 11.9315929 10.1427788 9.0963683 9.4093909 NA 2.0739916 NA 8.5447002 14.0307297 8.1508160 0.0739573 8.2439256 11.3720631 6.6131588 9.4598629 TCGA-Y8-A894 57 0 NA 567 kidney stage i t1a nx mx female 2013 NA no NA kidney papillary renal cell carcinoma 13 1987 white not hispanic or latino 1 3 2 2 2 2 3 2 NA NA 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 2.011424e-06 6.242351e-07 10.2564102564103 20.5128205128205 15.3846153846154 37.1794871794872 16.6666666666667 9.818363 8.631485 13.459346 11.031646 11.522404 7.219854 8.689993 NA 10.595971 13.239287 10.563779 11.102958 8.822851 8.531636 9.713866 6.879336 10.225191 NA 13.432772 2.385017 0.269512 10.232437 11.869203 12.046248 11.885018 10.524963 9.519840 10.071519 8.386751 10.197813 9.321203 10.981495 12.158918 11.189646 9.747974 15.477433 8.161993 0.0019418 0.0019418 0.0000000 0.0023581 -0.0171160 -0.0070934 -0.0175290 -0.0422450 0.0019418 0.0019418 0.0019418 0.0000000 0.0037465 -0.0597880 0.0023581 0.0015255 -0.0030475 -0.0052610 -0.0062286 -1.0062000 -0.0048461 -0.0066432 -0.0066432 -0.0102320 -0.0176660 -0.0299940 -0.0299940 -0.0294480 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.7720334 9.7832687 11.3706414 3.3284344 0.2695120 9.6517833 12.5096368 8.8393969 9.6071631 5.6153162 0.6845495 5.5300676 10.1435901 6.2695419 9.8576312 7.8533258 NA 0.2695120 9.2544344 9.8526366 8.7996223 11.6197437 7.4124987 8.6647182 7.5143014 6.7124844 4.1764345 4.0065045 7.4294126 6.1923737 10.6097622 0.6845495 9.1160762 8.3463568 10.5055553 6.2002787 NA 9.0736722 4.0421277 5.4123615 7.9490213 9.1668018 10.0715189 3.8862087 12.6910047 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 9.2946807 13.2557980 10.2367674 2.4919300 8.0939694 13.4327715 8.9443220 9.3614172 12.1677647 10.9407874 7.3427903 8.3867515 12.9693305 6.5237830 8.1683943 -0.3154505 -0.3154505 9.4192884 7.7773355 9.4456228 10.1794343 11.4983599 12.7568788 -0.3154505 9.5182593 12.9571356 11.1893977 10.2582259 10.0255414 6.7069463 5.7506681 9.1844246 5.8343269 4.7931051 7.6532456 9.3693273 2.4919300 9.9659293 6.3499155 9.7819524 10.4306730 11.6956312 0.2695120 2.1440137 11.3756679 10.2657792 7.6123569 10.5406151 10.4163220 9.4959533 2.8544944 10.9866464 9.3454126 14.8871043 7.5660906 10.5425597 NA 7.7736845 4.2695419 1.0064776 9.6789321 9.8557555 9.7779302 2.4919300 3.5914640 NA 12.3688890 1.2695120 9.5448897 10.6514446 9.8273240 NA 11.9640442 9.4789947 9.8657310 6.6561216 10.3025053 12.6710430 10.2324372 10.2159602 12.1677647 10.9407874 10.3166651 8.1943535 7.9205928 8.3451630 7.3427903 10.4630666 -0.3154505 13.4001117 NA 2.4919300 6.5237830 5.6503625 12.5120206 9.9360610 9.9115929 10.1429853 10.9641893 10.5790176 0.2695120 1.8545144 NA 7.4049942 11.5302432 9.4798067 NA 8.5656927 11.3893469 7.9061661 8.5733219 TCGA-Y8-A895 74 0 NA 484 kidney stage i t1b nx mx male 2013 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 2 4 1 3 2 2 6 2 NA NA 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.732264e-06 4.47036e-07 3.7037037037037 20.9876543209877 14.8148148148148 34.5679012345679 25.9259259259259 8.8040545 8.4280867 13.9167147 11.4158750 11.1302198 7.1225837 8.4905180 -0.1903386 9.8649836 13.0421971 11.1936754 9.4979516 8.5273777 10.4133275 8.1539973 7.3488600 10.0221976 -1.1903386 13.3612292 2.1316224 2.3946513 11.6196703 11.2533545 12.5463145 12.0775120 10.3937241 9.9331760 10.0799966 8.3604481 10.0300796 9.4021583 10.9296150 11.3278625 10.5477935 10.9331760 14.8373049 8.7496184 0.0148880 0.0148880 0.7606300 -0.0096849 0.7642700 0.7642700 0.7023200 -0.0071484 0.0148880 0.0148880 0.0148880 0.7547100 0.0118180 0.0047190 -0.0096849 0.0000000 0.0000000 -0.0102320 -0.0123000 -0.0063183 -0.0063183 -0.0080244 -0.0080244 -0.0176660 0.7055100 -0.0550950 -0.0550950 -0.0490190 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 6.0191548 11.0312884 12.3214539 5.6676821 4.3946650 9.5353487 10.7296818 1.8097025 7.7812449 2.8097025 2.8097025 2.8097025 10.0377924 4.0951058 9.3174958 7.2446217 -1.1903386 4.7869831 9.6598880 12.7351991 9.4732593 11.2704131 6.9846269 8.2443296 7.6769796 9.4280867 6.0191548 7.6551915 8.3871299 8.6923442 10.8687076 -0.1903386 4.7638949 8.2732254 11.0004518 4.7165904 1.6170633 8.7507489 5.0951016 5.9860240 7.6330686 9.2224088 9.8431243 6.4141440 11.7563462 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 8.775486 13.549956 9.546948 5.202018 8.541020 13.361229 8.785549 8.655191 11.671564 10.331792 5.949252 8.360448 12.539428 6.544411 8.703003 1.809703 -1.190339 9.229661 7.048106 9.986610 9.4133275 11.4510756 11.3731358 0.3946239 8.4909395 11.8054684 10.3527330 9.7173430 10.1977185 6.2609120 4.2020180 9.2854346 9.0799964 4.8311831 7.2275534 9.3263861 5.1134838 9.3937242 7.4607532 10.4665730 9.5712524 14.5507468 2.6170633 2.3946513 10.8888526 9.9908535 9.6715635 10.8561432 9.8089967 7.5645885 3.1316224 10.7367384 9.0547191 14.1392523 8.6552384 10.1203140 NA 7.8303479 6.6551915 0.8096614 8.1998701 9.6425913 9.0252343 5.2020180 3.8097025 NA 11.5213682 -1.1903386 10.3065550 10.8258130 10.1048962 -1.1903386 11.5038414 8.4926956 8.6567584 NA 9.6715635 11.4585082 11.6196703 10.1242844 11.6715635 10.3317923 10.2343923 8.1203141 7.1271143 9.7858142 5.9492524 10.1650523 -0.1903386 12.8825037 2.1316224 1.9796230 6.5444112 5.3015547 11.8697216 10.2614275 10.6808364 10.1271139 10.0700328 10.5877784 -0.1903386 -1.1903386 NA 7.7008773 11.5739695 8.4803576 0.3946239 8.6024914 11.2325544 6.8431246 8.6692359 TCGA-Y8-A896 62 0 NA 567 kidney stage iii t3a nx mx male 2013 NA no NA kidney papillary renal cell carcinoma 50 1965 white not hispanic or latino 1 1 1 3 5 3 4 2 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 1.927843e-06 6.146745e-07 9.57446808510638 30.8510638297872 18.0851063829787 30.8510638297872 10.6382978723404 8.702618 7.815172 13.504233 11.150209 10.831539 7.304356 8.458574 7.270607 10.637912 13.301422 11.389119 5.583973 8.999011 8.991262 8.681905 7.946544 9.547448 NA 13.173366 3.393293 5.295991 8.193909 11.145768 10.691901 12.787473 9.632110 9.570168 9.819555 8.279119 11.054913 9.179204 10.870432 11.672446 9.807102 9.812975 14.569924 7.561262 0.0154470 0.0055529 -0.0029091 -0.0175290 0.5366100 0.5366100 0.0136320 0.0100060 0.0055529 0.0055529 0.0055529 -0.0052610 0.0012481 -0.0202750 -0.0175290 -0.5794000 -0.5794000 -0.5650500 -0.0033243 -0.2798600 -0.2798600 0.0129340 0.0129340 -0.5609700 0.0107030 0.0134920 0.0213230 -0.5608700 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 9.1423578 10.0239133 11.9010846 7.5456850 3.4546892 9.6634695 11.3633333 0.8697135 8.3168114 4.2959948 6.9141220 3.7277136 10.6033620 4.5135855 9.5279395 7.4647246 2.0396648 7.9938493 9.7065673 11.5249882 10.5627793 11.7965800 7.6145619 10.0669447 5.2095781 9.8376748 1.8697135 2.5701714 7.8268300 11.4506932 11.1229846 -0.1302075 8.5207797 9.1117111 10.4802916 6.5632146 6.9624854 8.8541465 7.0194751 4.7031229 8.0041542 9.7183431 9.9730158 2.5965536 11.1212549 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 9.234957 13.122246 9.862666 7.345461 7.892096 13.173366 8.871136 8.554477 12.501587 10.459379 7.946544 8.279119 12.290083 7.443375 8.969076 -1.130365 NA 8.637912 6.800465 8.998895 10.2732727 11.9322802 11.4059752 0.4547023 9.2748694 12.0215374 10.9957871 10.9385063 10.6839099 6.8920959 6.8920959 9.9703904 12.9490461 5.9850313 7.9277199 9.4844379 6.4166219 10.0002987 6.3775229 10.4986292 9.3474863 16.9416617 5.2272790 5.6379116 10.9348075 9.8976340 9.0657153 10.9542043 10.1140919 8.8166343 5.1176535 10.8300921 9.2577454 13.2252856 7.1141869 10.4424283 NA 7.0658631 9.1950335 -0.1302075 8.7871000 10.0552229 9.7089318 7.3454611 4.3932926 -1.1303654 12.0054373 1.1916258 11.2812390 11.3291597 10.3434338 -0.1302075 11.0746048 8.8809551 9.5430370 -1.1303654 10.0459012 11.9059017 8.1939087 11.3901012 12.5015872 10.4593792 10.1729380 8.2425930 5.4395832 9.6688720 7.9465437 9.9304239 4.7766199 12.4682459 -1.1303654 5.6111960 7.4433754 6.1365154 12.3455881 10.2409602 10.7580908 10.3393699 9.7073560 10.1950335 0.4547023 -1.1303654 NA 8.5959802 11.7495602 9.2360503 -0.1302075 7.8640815 11.8739485 6.8527218 7.1689358 TCGA-Y8-A897 68 0 NA 549 kidney stage i t1a n0 mx female 2013 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 1 4 1 3 2 2 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 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 1.28315e-06 3.81477e-07 8.33333333333333 35.4166666666667 16.6666666666667 20.8333333333333 18.75 9.066119 8.508848 13.972615 10.610759 11.235906 6.755331 9.211329 NA 10.285313 12.727514 10.429448 9.105345 8.580195 11.053639 8.794860 8.101713 10.191028 NA 12.315550 2.344402 4.862248 11.179587 11.807285 12.108516 12.297140 10.409019 9.412444 9.867247 7.821605 11.032490 9.072319 10.652737 11.656663 11.004556 9.807551 14.325025 8.538940 0.00467760 0.00807610 0.00221930 -0.00013862 -0.00180140 -0.00180140 -0.00180140 0.00152550 0.00467760 0.00467760 0.00807610 0.00221930 0.00152550 -0.00290910 -0.00013862 0.00180300 0.00180300 -0.01027900 -0.01359300 -0.00387790 -0.00387790 -0.00346270 -0.00346270 -0.00277070 0.67011000 0.00000000 0.00083195 -0.01009400 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 7.932091 11.218402 12.326744 5.311231 4.206893 9.720125 10.924914 9.117388 8.128141 3.742944 5.224816 4.439557 10.200620 5.188749 9.349513 7.398537 NA 5.327910 10.165737 11.724543 8.730457 12.135413 7.246911 8.932091 7.499677 8.750700 3.742944 8.392761 8.629801 9.709926 11.001960 2.344402 6.850751 7.507018 10.780542 5.705146 NA 8.695538 5.277286 6.259659 7.626434 9.992570 10.226486 4.229796 12.791792 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 8.6465180 12.7360325 9.7759909 5.8274812 7.9537448 12.3155500 8.8750708 8.6213688 12.1618181 10.7530176 8.1726790 7.8216050 12.4728614 4.7178573 8.6162856 -0.1149724 NA 9.0155374 7.2336944 9.5514837 9.9711029 11.6838435 11.3001804 3.7918557 9.3112315 12.3120176 10.4844147 10.3967194 10.6473488 6.7304566 6.0448378 10.0648758 9.9177013 4.8968628 7.4318611 9.4969137 4.5288213 9.4095085 6.1041353 10.2847788 9.8764886 15.8978422 3.7918557 5.9617831 10.8817933 9.7568720 9.6222140 11.1266520 9.8891873 9.1364493 4.3768182 10.7952347 9.4443438 14.6484385 7.9744175 10.2556542 NA 8.1721945 7.6987477 3.5288213 8.9429584 9.9577692 9.3020809 5.8274812 7.6531510 6.6728694 11.9740861 3.6923268 10.2879787 10.9045575 10.2353535 -1.1149724 10.9584389 8.8593813 8.9604460 1.6923379 9.9003819 13.1864630 11.1795875 10.0492452 12.1618181 10.7530176 10.3227189 8.7491528 8.6777570 10.0850439 8.1726790 10.1059496 6.0548919 13.0820298 0.4698860 5.9183886 4.7178573 4.7429494 12.4567194 10.5324252 11.1370408 10.1841748 10.2702900 9.7359349 2.0548832 1.6923379 -0.1149724 8.4399775 11.0986816 9.3707961 NA 9.0698420 11.2882452 7.0090885 8.8362514 TCGA-Y8-A898 69 0 NA 475 kidney stage i t1a nx mx male 2013 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 4 1 NA NA 1 2 1 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.838026e-06 5.201959e-07 5.79710144927536 20.2898550724638 20.2898550724638 31.8840579710145 21.7391304347826 8.2098890 4.5263631 13.9300603 10.6920310 10.5507468 5.6317155 9.0770208 NA 10.1737120 12.6312393 11.6102851 8.3828354 8.2698710 11.5232854 7.5587842 6.8218186 9.5760463 -0.5180811 13.1812156 3.8038986 5.6914225 11.0971383 11.3100851 11.7092836 12.3881075 9.2318380 8.9577019 9.3037424 7.0744252 10.3484747 8.7534314 9.8295899 11.5740649 10.9961894 10.1490801 14.6655264 7.8051583 0.00680440 0.00680440 0.00305220 -0.00622860 0.58018000 0.60142000 0.55443000 -0.04444900 0.00680440 0.00680440 0.00680440 0.00305220 0.01112100 0.00416320 -0.00622860 0.00027728 0.00027728 -0.00678130 -0.01243800 -0.00193990 -0.00193990 -0.00857660 -0.00857660 -0.02205800 0.56347000 -0.06298700 -0.05428600 -0.05266600 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 6.2633274 12.5159077 12.0690428 6.0966793 4.8038986 9.3812046 11.0278983 4.0669330 7.2098890 3.8038986 7.1040200 4.2893254 10.0178660 2.6518898 9.4706532 7.3286498 0.4819189 6.3148578 10.1867368 14.4648730 9.1579257 12.1361570 6.3646110 10.0622271 7.0211277 8.9577019 1.4819705 8.6317155 9.0365575 9.7155881 11.8086536 1.0669502 7.5426643 8.0403895 10.7794580 4.8038986 NA 9.0837394 6.6112521 5.3801753 8.1401800 10.1444678 10.6227982 4.8542251 12.6887784 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 8.5126358 13.7483159 7.9976684 5.0055302 6.2234361 13.1812156 8.0706829 7.7903074 12.6047965 9.8987660 8.5126358 7.0744252 12.4667430 5.3148596 8.0211271 -0.5180811 -0.5180811 8.5263627 7.4419706 8.0531146 9.6468755 11.7740025 10.7522638 4.4361618 8.4819685 11.3360577 9.7788847 10.7352251 9.4156592 6.4706540 5.6112521 10.2410244 9.5507468 3.1824063 7.6816411 9.6138256 5.4361652 8.5826309 5.2893218 10.1158720 9.5839442 16.3630347 2.9414068 8.7083807 10.0336768 9.7358159 9.9186801 10.9526274 9.3492472 8.9124211 4.6518955 10.3344980 9.4705537 14.3925176 7.7257616 9.8775027 1.4819705 7.6898128 8.5263627 NA 7.4763217 9.5507468 9.0985175 5.0055302 7.9040330 NA 11.2666034 4.6112491 10.0800210 11.3504053 10.5372509 -0.5180811 10.3600194 8.0706829 8.8106433 -0.5180811 9.3085170 12.1208569 11.0971383 9.6926399 12.6047965 9.8987660 10.7765892 7.1113256 7.0133495 9.6569316 8.5126358 9.3085170 2.2893328 13.0755931 NA 2.0669158 5.3148596 2.9414068 12.7221636 11.1067640 11.2094636 10.2763844 9.2518064 9.7937168 NA NA NA 8.9569723 11.5628060 7.9857941 -0.5180811 8.9897632 10.9470247 6.4127053 8.4303359 TCGA-Y8-A8RY 63 0 NA 769 kidney stage i t1b nx mx male 2012 NA no NA kidney papillary renal cell carcinoma 30 1970 white not hispanic or latino 2 3 2 2 2 2 3 2 2 3 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.491228e-06 6.242351e-07 9.83606557377049 24.5901639344262 21.3114754098361 27.8688524590164 16.3934426229508 8.864382 7.876007 13.738073 11.231808 10.939987 6.777794 7.939189 NA 10.143666 13.290918 11.298120 9.555815 9.470970 10.931934 8.106647 7.677727 10.531029 NA 13.830540 3.592923 5.499811 12.450900 11.315701 11.817524 11.931377 9.839066 9.398663 9.975543 7.864382 10.389770 8.920472 10.711860 11.811331 10.816016 10.156592 14.643002 8.101823 0.00588040 0.00917050 0.00138680 -0.00436510 1.28460000 1.28460000 0.65093000 -0.00277070 0.00917050 0.00917050 0.00917050 0.00138680 0.00071632 0.00055459 -0.00436510 -0.00843850 -0.00097017 0.00875280 -0.01327800 -0.00110870 -0.00110870 -0.00249380 -0.00249380 -0.00045803 -0.02711300 -0.03476800 -0.03476800 -0.01422800 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 7.782744 11.431926 11.800849 7.314019 4.722204 9.681058 10.822038 4.374281 8.520697 3.592923 6.438409 2.762838 9.819030 5.147506 9.213139 7.015741 -1.406981 6.192831 8.510291 14.165958 9.497554 11.325935 7.782744 8.896700 7.612510 9.176942 5.030548 6.727346 7.921594 10.269758 11.174936 1.177854 8.542746 8.552921 10.887540 4.950473 2.680392 8.656314 5.976623 5.869509 7.780271 9.512170 9.855601 5.817692 12.750768 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 8.461742 13.093948 10.286842 5.985236 8.044130 13.830540 8.029631 9.179759 11.743619 10.358620 8.058486 7.864382 12.522640 6.419468 8.976623 0.177854 -1.406981 9.098731 7.265345 9.664308 9.6717372 11.7300705 11.8884012 4.7426638 8.9948654 12.2304498 10.7839784 9.8637985 10.1825704 7.0023098 6.3742796 9.8126928 8.8725299 4.7332893 7.8217376 9.1513401 5.6803834 9.6763986 7.3037260 10.3075941 9.3028646 15.6410229 2.6803919 6.0191837 11.2090085 10.0716888 8.7001362 11.0541429 10.2998469 8.6359466 4.2367758 11.0023102 9.2724609 14.4893226 6.5154744 10.2850989 NA 8.0729215 8.0128793 -1.4069809 8.9636068 9.4839433 8.7490022 5.9852363 8.0170857 NA 11.8212870 3.3478074 9.9755432 11.2560326 10.3482241 -0.4071722 11.6873269 8.4847029 8.9114621 -0.4071722 10.0425837 11.8086039 12.4509002 10.2644603 11.7436185 10.3586197 10.1159910 8.5572600 7.0191837 9.6951246 8.0584859 9.8972705 2.4002647 12.6497263 3.1778859 5.1007128 6.4194681 5.7628431 11.7249369 10.2381273 10.6613616 10.5489323 10.1436660 10.5641035 -0.4071722 0.5929234 NA 8.1466445 12.0138058 9.0160352 0.1778540 7.9592416 11.6161538 7.4446679 8.3775541 TCGA-Y8-A8RZ 55 0 NA 205 kidney stage i t1 n0 mx male 2013 NA no NA kidney papillary renal cell carcinoma 20 1973 white not hispanic or latino 1 5 2 2 3 1 2 1 1 1 0 0 4 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.525908e-06 4.161568e-07 1.78571428571429 17.8571428571429 32.1428571428571 35.7142857142857 12.5 8.43837977 7.73665290 13.63721131 9.04850431 10.57522836 7.70278566 9.58009610 -0.01493682 8.30025874 12.09673390 10.71897187 9.90098859 8.83216659 10.83763865 8.24249676 9.00608900 8.58502186 2.15503677 12.75360366 4.19455989 4.27051399 10.00747697 10.99517561 9.81324569 11.30365194 9.93785047 7.75329365 9.68207672 8.40927552 10.78802936 9.03631815 9.48096424 11.87271058 10.45525961 10.95952371 13.39416855 8.05541802 0.0139110 0.0139110 0.7725200 -0.0049844 -0.0038507 -0.0038507 0.0513870 -0.7827700 0.0139110 0.0139110 -0.8078200 -0.8184300 -0.0137110 -0.0049844 -0.0049844 0.0000000 0.0000000 -0.0022168 -0.0031859 0.0000000 0.0000000 0.0095883 0.0095883 0.0220240 0.0278110 0.0655130 0.0655130 -0.7862300 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 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 4.5396986 10.4648894 12.6041828 5.8554740 2.1550368 9.2360352 10.1982133 3.4445346 8.3470530 2.7924598 3.9393018 NA 10.1377743 2.7924598 9.2911709 6.5621600 NA 7.6468870 9.6898775 15.0168773 9.2843172 12.2886045 5.6433194 9.2968575 6.3070368 7.1847811 1.9850996 4.5700743 7.9595239 9.4929039 12.1142311 0.5700743 7.7130297 8.1600348 10.5291076 4.7130304 NA 9.5145397 3.4445346 5.1594354 8.0857715 9.7709375 11.0572418 3.8124161 11.1910093 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 9.78277073 12.64777753 9.72151108 2.57007427 8.92027424 12.75360366 6.31602624 8.92908912 13.67406970 10.40769955 7.50080922 8.40927552 11.72931229 5.77952501 6.50867109 -0.01493682 3.50866950 9.66810370 6.65044578 9.88621739 9.23422251 11.01439637 12.49067263 NA 8.72488966 12.62003361 9.67510704 10.63705773 9.96024062 4.41137201 3.37742920 9.26123367 9.80608589 5.57007124 7.04039165 7.81483173 3.57007427 8.99633649 8.69419280 11.13231406 10.26239651 15.58049777 1.98509963 6.99073368 11.07224048 9.73832588 9.35252395 10.81641643 10.29174053 8.81799923 3.57007427 10.30195637 9.84852107 13.72209236 5.52395707 10.17431603 NA 8.70160277 6.94511136 -1.01479105 8.92908912 10.02402818 8.70620831 2.57007427 3.73999928 NA 11.57522832 -0.01493682 10.32105771 11.84774650 10.77830600 NA 10.77789941 8.54352991 9.07786624 4.41137201 9.41451591 12.55247112 10.00747697 9.26703922 13.67406970 10.40769955 10.80448996 8.58316177 7.39025066 9.50221741 7.50080922 10.84075629 2.79245975 13.53897839 1.30702043 0.57007427 5.77952501 4.30703501 12.41634557 10.43889423 11.15252728 10.26239651 10.57709890 9.82115947 NA 4.41137201 NA 7.73128780 10.65312990 8.95521514 NA 8.23540780 11.09657088 7.68207672 7.55496482 TCGA-Y8-A8S0 58 0 NA 183 kidney stage i t1a nx mx male 2013 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 2 4 2 2 2 2 3 2 2 3 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9.710324e-07 3.81477e-07 4.8780487804878 26.8292682926829 24.390243902439 29.2682926829268 14.6341463414634 9.385613 9.445958 13.656260 10.584786 11.448991 7.482727 8.691986 3.038998 10.359204 12.992013 10.208919 9.290533 8.986527 11.621629 8.649492 6.973106 10.129989 NA 14.133323 0.968570 4.755203 11.176839 11.326115 12.342557 11.921492 10.689704 9.474813 9.944739 8.360922 10.422698 9.592852 10.741084 11.620374 10.810955 10.143531 15.202404 7.492543 -0.0033128 0.0172640 0.0104240 0.0011093 0.8496800 0.8657200 0.7522300 -0.0190400 0.0172640 0.0172640 -0.0575940 0.0104240 0.0224440 0.0011093 0.0011093 -0.0323140 0.0193630 -0.0169790 -0.0228810 -0.0169790 -0.0169790 -0.0020784 -0.0190760 -0.0383060 0.7602500 -0.0881090 -0.0881090 -0.0855900 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.760 0.760 0.752 0.752 0.000 0.000 0.000 0.000 0.000 0.000 0.762 0.762 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.850 0.850 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.760 0.760 0.752 0.752 0.000 0.000 0.000 0.000 0.000 0.000 0.762 0.762 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.850 0.850 0.000 0.000 0.000 0.000 0.000 0.000 3.9686069 10.2521563 12.2816012 5.2465905 1.4540179 9.7397178 12.0134087 6.7073729 8.3998935 2.8165997 3.6466811 0.9685700 10.2171444 4.6690438 9.3252769 7.9571758 NA 5.7127663 9.6367807 11.5601272 8.7221559 11.5100887 6.1858348 8.1741537 7.7836681 7.2905331 3.9686069 5.2012653 7.8682639 9.0238871 10.6286007 0.2316782 8.5862558 7.8658452 10.7698282 3.5046585 -1.3532843 8.9366956 5.5891912 6.1598512 8.0729413 9.6464019 9.8670551 4.7277626 12.5030799 9.1415324 10.6182203 8.5862558 11.2871476 3.2316321 10.2127308 6.1544718 14.4904996 2.6466696 13.2205014 9.7087228 13.8029178 3.6466811 12.4675537 7.7367889 10.5143415 8.6938006 13.7605003 8.7114195 4.5046585 8.4032332 14.1333232 8.3471164 9.3261569 11.8769974 10.7502924 7.7552014 8.3609221 12.8453519 5.9595592 8.7938816 0.2316782 NA 9.6487884 7.7154548 9.9143881 9.9970634 11.4071888 11.2019848 NA 9.0086205 12.4261909 10.7887837 9.9022955 10.5513113 7.0432811 4.2905350 7.7938816 9.1663130 4.1870789 7.5475431 9.3191022 3.8165997 9.7012810 6.5950441 10.8115837 9.5338974 14.4904996 1.6466696 4.6008704 10.8612994 9.7951533 9.1633616 11.3268164 10.1455259 8.8862752 3.6466811 10.8065480 9.1611147 15.0130331 8.4577625 10.4032330 NA 7.8999097 6.8706779 -1.3532843 8.8240964 9.8371187 9.4750989 4.5046585 4.6239546 NA 12.4165146 -1.3532843 10.5983257 10.3969650 9.5877243 -1.3532843 12.1231698 8.8561301 9.3102349 NA 9.9320789 12.0643974 11.1768392 10.1259517 11.8769974 10.7502924 10.2146328 8.8718843 8.2995217 9.3708665 7.7552014 10.3239559 0.9685700 12.7093975 1.2316167 0.2316782 5.9595592 5.7552001 12.3788441 10.0968569 11.0108114 9.6978857 10.5986898 10.4206401 NA -0.3532843 NA 7.5299006 10.6846354 9.2995217 -1.3532843 8.7261616 11.5477322 7.2650618 8.2959328 TCGA-Y8-A8S1 61 0 NA 404 kidney stage i t1a nx mx male 2013 NA no NA kidney papillary renal cell carcinoma NA NA white not hispanic or latino 1 1 3 4 5 1 5 3 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.456549e-06 3.467973e-07 5.76923076923077 15.3846153846154 21.1538461538462 38.4615384615385 19.2307692307692 7.030273 3.906891 13.750603 11.506803 8.896116 6.704398 8.581927 1.514552 8.508927 11.761017 11.321928 9.271129 7.704398 7.165625 7.628315 7.781360 7.733741 0.514602 11.544551 1.099565 5.491853 11.298390 10.416059 9.244194 11.592057 8.580662 7.719144 7.804592 6.069163 9.818354 8.731319 8.646430 11.913317 11.190971 10.434926 14.778503 7.068317 -0.00221680 -0.00221680 -0.00193990 0.00069327 -0.00221680 -0.00221680 0.00736090 0.00610900 -0.00221680 -0.00221680 -0.00221680 -0.00193990 -0.00484610 0.00069327 0.00069327 0.00000000 0.00000000 0.00958830 0.00471900 -0.29059000 -0.29059000 0.00430210 0.00861350 -0.27727000 0.01265500 0.00263570 0.01014600 0.01391100 0.000 0.000 -0.275 0.000 0.000 0.000 0.000 0.000 -0.277 0.000 0.000 0.000 0.000 -0.282 -0.282 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.275 0.000 0.000 0.000 0.000 0.000 -0.277 0.000 0.000 0.000 0.000 -0.282 -0.282 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 6.022368 13.475480 11.814926 7.172785 4.269460 9.231341 9.261087 2.836510 8.781360 6.503258 7.409391 2.099531 9.903527 2.514577 9.925025 5.883865 1.514552 6.863302 9.932426 12.247377 6.694482 11.935323 6.580663 9.407875 5.818355 9.326751 2.836510 6.256041 8.969900 11.936112 11.808332 1.514552 7.889613 10.034209 10.749391 9.728892 10.613921 7.940838 5.872124 NA 9.086326 7.926635 11.165625 1.588373 11.502768 10.606009 9.679480 10.764872 7.699448 1.099565 10.899896 6.674445 17.683221 8.125598 12.946071 14.016659 12.328955 5.468769 12.406547 9.534164 10.424466 8.900435 12.466950 9.394156 7.486117 6.053733 11.544551 8.474575 7.752978 12.242919 9.728892 10.861087 6.069163 12.413552 4.643856 6.684498 NA 0.514602 7.771961 4.724028 7.761409 9.754172 12.571211 11.919449 8.169209 7.045955 10.486117 10.647715 11.269043 7.295933 6.084428 5.836502 10.227100 7.360063 4.038138 6.809194 9.535553 7.107030 8.893952 4.558966 10.330757 9.360063 17.683221 9.473126 8.162032 11.317493 9.953365 5.664321 10.145750 8.852195 8.136625 5.468769 9.780188 10.131122 13.833469 6.377148 8.750587 NA 6.799976 8.945026 1.514552 9.708099 8.771961 10.327328 7.486117 9.964753 0.514602 8.887438 NA 11.543170 12.192733 11.008929 1.099565 10.481079 7.092002 8.755365 2.099531 9.611288 12.973877 11.298390 8.375660 12.242919 9.728892 10.658594 7.822912 6.514574 9.854056 10.861087 7.542479 9.134793 13.796648 5.421462 3.762498 4.643856 2.973997 12.724940 11.041561 10.441610 10.850522 8.038135 9.748193 5.957518 5.643856 NA 9.029070 12.494470 5.854422 3.099531 8.430453 9.366322 6.536940 7.308989 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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 0 0 0 0 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA all_p NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 3.50746579614574e-06 3.54263394877544e-06 3.54092070413356e-06 3.63178695284522e-06 3.64023522165535e-06 4.23081128056829e-06 4.48392708714234e-06 4.63741729120985e-06 5.59766710309867e-06 5.83070199822552e-06 3.41912904645533e-05 3.42017377191209e-05 3.43998424961354e-05 3.44677315079549e-05 3.46422829840343e-05 3.47807725110565e-05 3.47935025350612e-05 3.49354436266242e-05 1.59513436448255e-05 1.59646071796565e-05 1.59628411993708e-05 1.60049148988924e-05 1.60045113307825e-05 1.60859098202913e-05 1.61027678831362e-05 1.61844682701347e-05 1.62187611239284e-05 6.09981867639541e-06 6.12247619379513e-06 6.1425602075861e-06 6.17315129947396e-06 6.18351821166291e-06 6.23082979349769e-06 6.25167696189008e-06 6.30894929195455e-06 6.35467692164155e-06 7.90582927004645e-06 7.96643538817409e-06 8.01174113229209e-06 8.14373599697188e-06 8.23550641798813e-06 8.28825591369098e-06 8.29881747243054e-06 8.36161856480456e-06 8.40710003900275e-06 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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 3.12e-12 0.000513 5.26e-06 0.004583225 0.0735 0.000513 0.06656213 0.0122 2.340218e-05 3.12e-12 0.0229 3.12e-12 0.0815 0.00148 0.0223 3.12e-12 2.75e-06 0.00452 5.98e-06 0.00464 0.0815 0.00224 0.0444 3.12e-12 4.78291e-05 0.00272 0.0712 0.00224 0.00112 0.00222 0.0109 0.00224 0.0815 3.12e-12 0.004583225 0.03326075 0.06656213 2.340218e-05 1.020329e-07 0 6.023321e-05 0.06975542 4.78291e-05 0.02545705 0.0374836 0.0002449678 2.340218e-05 0.06382661 0.02441133 0.09472553 0.009122963 0.06382661 0.09472553 0.004553718 0.06656213 2.340218e-05 0.07631209 0.0239615 0.06382661 0.0002057224 0.06382661 0.06382661 1.184125e-05 0.0001750341 8.992094e-06 0.01565998 0.09472553 0.004568523 4.78291e-05 4.78291e-05 8.992094e-06 0.0374836 0.0239615 0.06382661 8.992094e-06 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 0.13274 0.0016379 0.15981 0.069756 0.18303 0.0001518 0.14801 1.462e-09 0.08832 0.014385 5.174e-05 0.0024404 0.0001377 0.09673 0.11554 0.11427 0.054498 2.2596e-17 0.1975 1.0855e-06 2.839e-05 0.0050848 0.085174 0.2062 0.0042101 0.058467 0.054726 0.057928 1 1 1 1 0 0 1 1 1 0 0 0 0 1 1 1 1 1 1 0 0 1 1 0.302 0.00351 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 0.0334 1 1 1 1 1 1 0.819 1 1 0.704 1 1 1 0.819 0.000172 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0.512 0.512 0.000100360965751552 0.000101041834086342 0.000101041834086342 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0.14801 0.15981 0.14801 0.14801 0.069756 0.15981 0.0001518 0.15981 0.14801 0.069756 0.069756 0.069756 0.15981 0.14801 0.069756 0.14801 0.15981 0.15981 0.15981 0.14801 0.15981 5.174e-05 0.085174 0.054726 0.08832 0.11554 2.839e-05 1.462e-09 5.174e-05 1.0855e-06 0.08832 0.085174 0.054726 1.0855e-06 0.2062 0.08832 1.462e-09 0.0042101 2.839e-05 0.054726 0.1975 0.0050848 0.11554 0.054726 2.2596e-17 0.054726 0.054726 1.0855e-06 2.839e-05 0.085174 0.08832 0.11554 0.08832 0.054726 0.054498 0.0042101 0.08832 5.174e-05 0.054498 2.839e-05 0.085174 0.058467 0.085174 0.085174 0.11554 2.839e-05 0.054726 0.085174 0.014385 0.0042101 0.058467 0.085174 1.462e-09 0.054498 0.08832 0.08832 0.08832 0.08832 0.1975 0.057928 0.085174 0.11554 0.11554 0.054726 1.0855e-06 0.054498 1.0855e-06 0.11554 0.11427 1.0855e-06 0.054726 1.462e-09 0.1975 0.11554 0.08832 1.462e-09 1.462e-09 1.0855e-06 0.058467 0.2062 0.058467 0.085174 0.085174 0.09673 0.054726 1.462e-09 0.085174 0.085174 0.0042101 0.08832 0.054726 0.054726