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	-0.4049500	-0.4034000	 0.0311550	-0.4093700	-0.4073800	 0.000	 0.000	 0.000	-0.419	 0.000	 0.000	-0.410	-0.410	-0.405	 0.000	-0.403	-0.395	 0.456	-0.372	-0.372	 0.000	-0.382	-0.409	 0.000	 0.000	 0.000	-0.381	-0.407	 0.000	 0.000	-0.413	 0.000	-0.269	-0.269	 0.000	 0.000	-0.412	-0.418	 0.000	 0.000	 0.000	 0.000	-0.380	-0.380	-0.179	-0.179	 0.000	 0.000	 0.000	-0.419	 0.000	 0.000	-0.410	-0.410	-0.405	 0.000	-0.403	-0.395	 0.456	-0.372	-0.372	 0.000	-0.382	-0.409	 0.000	 0.000	 0.000	-0.381	-0.407	 0.000	 0.000	-0.413	 0.000	-0.269	-0.269	 0.000	 0.000	-0.412	-0.418	 0.000	 0.000	 0.000	 0.000	-0.380	-0.380	-0.179	-0.179	 8.7154857	11.7158615	11.2437446	 6.8365011	 4.0939995	 9.9498274	10.6050405	 5.5500634	 8.9443044	 3.3935535	 6.2680264	-1.1913266	10.5434488	 4.5899552	 9.9352997	 6.9777184	-0.1913266	 7.7569626	 8.9105711	16.1472464	 9.2126724	12.6610273	 7.5433049	 9.4010523	 5.7034136	 7.8085955	 2.9785251	11.2657196	 7.8665872	10.4029199	11.4189281	 1.3935809	 8.1032159	 8.3004482	 9.7071967	 9.5055629	 8.0636237	10.3311768	 5.6414853	 1.8424559	 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	 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	 1.826396	10.841233	11.784554	 4.719501	-0.981081	 9.161347	 9.911604	 2.719490	 8.304463	 1.604024	10.963407	 2.340989	10.318561	 4.925952	 9.342116	 6.740844	-0.981081	 7.780612	 9.432689	15.477968	 8.768930	12.400063	 6.832842	10.173246	 4.340989	 9.470272	 2.340989	 5.973258	 8.385383	 7.743575	11.679580	 1.604024	 6.588917	 6.218733	10.168808	 4.148340	 8.150918	10.441651	10.635610	 3.662912	 8.336474	 9.777617	10.991323	 3.839748	10.751822	 9.601203	10.650238	10.961209	10.378261	 4.478493	10.423138	 7.419940	12.551904	 2.340989	14.121734	10.339861	13.206413	 3.106516	13.320485	 9.671009	10.330809	10.057980	13.659927	11.408961	 2.019061	 7.790551	13.696450	 8.186479	 8.288187	13.371242	10.126278	 7.257465	 8.516913	12.214125	 6.367789	 7.550442	-0.981081	 2.478480	 9.131500	 6.604024	 9.030693	 8.65205584	11.40842321	11.67212970	 6.19896947	 9.04004062	12.09136084	10.66696877	10.91879527	 9.69236983	 5.32284031	 4.30445993	 7.97616255	 7.78061194	 6.03842960	 6.78724569	 9.08918165	 2.01906137	 9.29867137	 7.25268057	10.62916279	10.01270680	12.55190365	 1.60402387	 2.47848004	10.64202768	 9.15220294	 9.81428877	11.00561388	 9.61525057	 5.77394887	 3.10651583	10.50589579	 9.69589936	13.01553423	 7.08945048	10.28350339	NA	 8.12410476	 5.28584606	 2.82641629	 8.68083876	 9.88865452	 9.38482540	 2.01906137	 2.47848004	NA	12.05797971	 1.34096098	 9.58225698	11.18773286	10.22057204	NA	10.96377278	 8.90780401	 9.70029908	 0.60397641	 8.70731116	11.96358979	10.05454721	 9.79549375	13.37124214	10.12627780	10.28408967	 8.68261894	 7.80696328	 9.03552082	 7.25746516	10.67816471	NA	13.46549792	 0.01906137	 2.01906137	 6.36778865	 3.82641629	12.76641457	11.56523172	11.49985092	 9.50589569	10.16817267	 9.63192932	NA	 2.18897055	NA	 8.77067182	11.18002879	 9.15477002	NA	 8.55433597	11.09854549	 7.07434273	 7.54262255
TCGA-A4-A5Y1	75	1	395	NA	kidney	stage iii	t1b	n1	mx	male	2012	NA	no	NA	kidney papillary renal cell carcinoma	NA	NA	white	not hispanic or latino	4	5	NA	NA	5	1	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	6	0	0	0	0	4	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	6	0	0	0	4	1.699307e-06	6.242351e-07	13.2352941176471	23.5294117647059	13.2352941176471	23.5294117647059	26.4705882352941	 9.412803	 8.899868	15.043549	10.759565	11.779259	 6.878566	 7.641998	 3.175349	10.730135	12.284793	10.238210	 9.872322	 9.624090	 9.088244	 9.552565	 7.711407	 9.677987	-2.146883	13.424527	 4.408012	 6.077429	10.940060	12.199942	12.011799	12.303800	10.857822	 9.254839	 9.865352	 8.873712	 9.677987	 9.204918	 9.602038	11.407295	10.439562	10.392827	15.173451	 6.962865	 0.029747	 0.000000	 0.026846	 0.047552	-0.548650	-0.548650	 0.079447	-0.528180	 0.011958	-0.475220	 0.000000	-0.546230	-0.388730	 0.046417	 0.047552	 0.042166	 0.060651	-1.114500	-0.529710	-1.121800	-1.121800	-0.538550	-0.538550	-0.511050	-1.116000	-0.521330	-0.521330	-0.507330	-0.526	-0.526	 0.000	 0.000	-0.535	 0.000	 0.625	-0.539	-0.516	 0.780	-0.498	 0.000	 0.000	 0.257	-0.848	-0.521	-0.521	 0.091	 0.619	 0.694	 0.694	 0.000	-0.507	 0.000	 0.000	-0.546	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.549	-0.549	-1.125	-0.548	-1.113	-0.523	-0.255	-0.255	-0.526	-0.526	 0.000	 0.000	-0.535	 0.000	 0.625	-0.539	-0.516	 0.780	-0.498	 0.000	 0.000	 0.257	-0.848	-0.521	-0.521	 0.091	 0.619	 0.694	 0.694	 0.000	-0.507	 0.000	 0.000	-0.546	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.549	-0.549	-1.125	-0.548	-1.113	-0.523	-0.255	-0.255	 6.3964575	11.1299869	10.7970399	 6.1248885	 3.7114068	 9.6208494	10.2979236	 2.4972802	 9.7804633	 3.4383860	 4.5258496	 3.0233441	10.1512280	 5.2457428	10.2265633	 7.6260375	 0.4383993	 6.4827821	10.1643229	10.9838166	 8.3230683	11.3494061	 6.9801304	 9.1060918	 6.0233507	10.4336849	 1.5538520	 5.4308539	 7.5881359	 9.4137591	10.5528924	 0.8534368	 6.7512722	 8.1764809	 8.6158084	 8.0579971	 4.2958699	 9.2532381	 5.6216094	 5.9057769	 8.0555498	11.5960009	10.0983847	 4.0493607	12.2991951	 9.819571	 9.853426	 6.856241	11.304509	 5.532906	11.107126	 7.511638	15.048798	 6.361221	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
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