Samples	CLI_age	CLI_vitalstatus	CLI_gender	CLI_histology	CLI_race	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_mutsig_AMAC1L3	SMG_mutsig_CDC27	SMG_mutsig_MTMR9	SMG_mutsig_PABPC1	SMG_mutsig_PTEN	SMG_mutsig_RB1	SMG_mutsig_TP53	SMG_mutsig_ZNF814	SMG_AMAC1L3_mRNA	SMG_CDC27_mRNA	SMG_MTMR9_mRNA	SMG_PABPC1_mRNA	SMG_PTEN_mRNA	SMG_RB1_mRNA	SMG_TP53_mRNA	SMG_ZNF814_mRNA	CN_10p_Amp	CN_10q_Amp	CN_11p_Amp	CN_11q_Amp	CN_12p_Amp	CN_12q_Amp	CN_13q_Amp	CN_14q_Amp	CN_15q_Amp	CN_16p_Amp	CN_16q_Amp	CN_17p_Amp	CN_17q_Amp	CN_18p_Amp	CN_18q_Amp	CN_19p_Amp	CN_19q_Amp	CN_1p_Amp	CN_1q_Amp	CN_20p_Amp	CN_20q_Amp	CN_21q_Amp	CN_22q_Amp	CN_2p_Amp	CN_2q_Amp	CN_3p_Amp	CN_3q_Amp	CN_4p_Amp	CN_4q_Amp	CN_5p_Amp	CN_5q_Amp	CN_6p_Amp	CN_6q_Amp	CN_7p_Amp	CN_7q_Amp	CN_8p_Amp	CN_8q_Amp	CN_9p_Amp	CN_9q_Amp	CN_Xp_Amp	CN_Xq_Amp	CN_10p_Del	CN_10q_Del	CN_11p_Del	CN_11q_Del	CN_12p_Del	CN_12q_Del	CN_13q_Del	CN_14q_Del	CN_15q_Del	CN_16p_Del	CN_16q_Del	CN_17p_Del	CN_17q_Del	CN_18p_Del	CN_18q_Del	CN_19p_Del	CN_19q_Del	CN_1p_Del	CN_1q_Del	CN_20p_Del	CN_20q_Del	CN_21q_Del	CN_22q_Del	CN_2p_Del	CN_2q_Del	CN_3p_Del	CN_3q_Del	CN_4p_Del	CN_4q_Del	CN_5p_Del	CN_5q_Del	CN_6p_Del	CN_6q_Del	CN_7p_Del	CN_7q_Del	CN_8p_Del	CN_8q_Del	CN_9p_Del	CN_9q_Del	CN_Xp_Del	CN_Xq_Del	Amp_8q23.3	Amp_15q22.31	Amp_BUB1B_15q22.31_mRNA	Amp_TCF12_15q22.31_mRNA	rate_non	rate_sil	MutsigCateg_*CpG->T	MutsigCateg_*Ap(C/G)->G	MutsigCateg_*CpC->T	MutsigCateg_*Np(A/T)->transit	MutsigCateg_transver
TCGA-KL-8323	57	deceased	female	kidney chromophobe	white	1	1	NA	NA	1	1	1	1	1	1	0	0	0	0	4	0	0	0	NA	0.0740834999999986	0.1139864	-0.164247265	0.366996349999999	-0.0301313499999996	-0.0277892499999997	-0.209943585	1	1	0	0	0	0	1	0	0	0	0	1	1	0	0	0	0	1	1	0	0	1	3	1	1	0	0	0	0	0	0	1	1	0	0	0	0	0	0	2	2	1	1	0	0	0	0	1	0	0	0	0	1	1	0	0	0	0	1	1	0	0	1	3	1	1	0	0	0	0	0	0	1	1	0	0	0	0	0	0	2	2	0	0	2.027796	-0.00967550000000017	1.560623e-06	6.242493e-07	24.6153846153846	30.7692307692308	6.15384615384615	20	18.4615384615385
TCGA-KL-8324	67	alive	female	kidney chromophobe	white	1	2	1	1	2	2	2	2	2	2	0	4	0	0	0	0	4	0	NA	-0.520886500000001	-0.0367756000000004	-0.406235264999999	0.43147935	-1.58474035	0.66385575	-0.821302584999999	3	3	3	3	3	3	2	3	3	3	3	1	1	3	3	3	3	2	2	3	3	2	3	2	2	2	2	3	3	2	2	2	2	3	3	3	3	2	2	0	0	3	3	3	3	3	3	2	3	3	3	3	1	1	3	3	3	3	2	2	3	3	2	3	2	2	2	2	3	3	2	2	2	2	3	3	3	3	2	2	0	0	0	0	0.00355099999999986	-0.590163499999999	2.358275e-06	1.109776e-06	28.1553398058252	20.3883495145631	2.9126213592233	27.1844660194175	21.3592233009709
TCGA-KL-8325	56	deceased	female	kidney chromophobe	white	2	1	2	2	3	3	3	3	NA	NA	0	0	0	0	0	0	0	0	0.01099655	0.2342561	0.460621400000001	-0.363774064999999	0.18700495	1.02666625	-0.25879965	-0.427763284999998	1	1	0	0	0	0	0	0	0	0	0	1	1	0	0	0	0	1	1	0	0	1	0	1	1	0	0	0	0	0	0	1	1	0	0	0	0	1	1	2	2	1	1	0	0	0	0	0	0	0	0	0	1	1	0	0	0	0	1	1	0	0	1	0	1	1	0	0	0	0	0	0	1	1	0	0	0	0	1	1	2	2	0	0	-1.08427	0.4869655	1.560623e-06	5.202077e-07	26.6666666666667	21.6666666666667	13.3333333333333	13.3333333333333	25
TCGA-KL-8326	69	alive	male	kidney chromophobe	white	2	3	3	2	4	4	2	4	NA	NA	0	0	0	0	0	0	0	0	-0.42230835	0.795130499999999	-0.1996676	0.179732735	0.22136735	0.0129336500000008	-0.453593250000001	-0.0426165849999993	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	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	-0.687588	-0.948116499999999	1.595304e-06	6.936103e-07	11.9402985074627	19.4029850746269	11.9402985074627	23.8805970149254	32.8358208955224
TCGA-KL-8327	46	alive	female	kidney chromophobe	white	2	1	3	2	1	1	2	2	2	3	0	0	0	0	0	0	0	0	NA	-0.374368500000001	-1.1800096	-1.221180265	0.0945743500000003	-0.782932349999999	0.471056750000001	1.409520415	1	1	0	0	3	3	1	3	3	3	3	1	1	3	3	0	0	1	1	3	3	0	3	1	1	0	0	3	3	3	3	1	1	3	3	1	1	3	3	0	0	1	1	0	0	3	3	1	3	3	3	3	1	1	3	3	0	0	1	1	3	3	0	3	1	1	0	0	3	3	3	3	1	1	3	3	1	1	3	3	0	0	2	0	-1.10326	-0.8387615	1.387221e-06	2.774441e-07	20.8333333333333	20.8333333333333	6.25	31.25	20.8333333333333
TCGA-KL-8328	60	alive	male	kidney chromophobe	white	1	2	1	1	5	5	2	2	3	4	0	0	0	0	0	0	0	0	1.03680455	-0.602316400000001	-0.381550900000001	0.362381135	-0.234115450000001	-0.70313075	0.142356749999999	0.903164215	1	1	1	1	0	0	1	0	0	0	0	1	1	1	1	0	0	1	1	0	0	1	0	1	1	0	0	0	0	0	0	1	1	0	0	0	0	0	0	2	2	1	1	1	1	0	0	1	0	0	0	0	1	1	1	1	0	0	1	1	0	0	1	0	1	1	0	0	0	0	0	0	1	1	0	0	0	0	0	0	2	2	0	0	0.988244	-0.974928499999999	1.803387e-06	9.016934e-07	25	23.75	2.5	26.25	22.5
TCGA-KL-8329	57	alive	female	kidney chromophobe	asian	1	2	1	1	5	5	2	1	NA	NA	0	0	0	4	4	0	7	0	NA	-0.0276556660000011	-0.149774418	0.424998899	0.0228347830000004	-0.0658502179999996	-0.259639131	-0.0597324209999996	1	1	0	0	0	0	1	0	0	0	0	1	1	1	1	0	0	1	1	0	0	0	0	1	1	0	0	0	0	0	0	1	1	0	0	0	0	0	0	2	2	1	1	0	0	0	0	1	0	0	0	0	1	1	1	1	0	0	1	1	0	0	0	0	1	1	0	0	0	0	0	0	1	1	0	0	0	0	0	0	2	2	0	0	0.344321	-0.112875499999999	2.150192e-06	8.323324e-07	22.9885057471264	20.6896551724138	6.89655172413793	19.5402298850575	29.8850574712644
TCGA-KL-8330	44	alive	female	kidney chromophobe	black or african american	1	2	3	2	2	2	4	3	NA	NA	0	0	0	0	0	0	0	0	-0.02002099	-0.397028110000001	0.195522970000001	0.0149582650000006	-0.163790200000001	-0.123868509999999	-0.0771014799999996	0.0628559950000014	1	1	0	0	0	0	1	0	0	0	0	1	1	0	0	0	0	1	1	0	0	1	1	1	1	0	0	0	0	1	1	1	1	0	0	0	0	0	0	2	2	1	1	0	0	0	0	1	0	0	0	0	1	1	0	0	0	0	1	1	0	0	1	1	1	1	0	0	0	0	1	1	1	1	0	0	0	0	0	0	2	2	0	0	0.107043	0.2219485	1.699345e-06	7.976519e-07	19.4444444444444	31.9444444444444	6.94444444444444	9.72222222222222	31.9444444444444
TCGA-KL-8331	48	alive	female	kidney chromophobe	white	1	2	1	1	1	1	2	1	4	5	0	0	0	0	0	0	0	0	NA	-0.5586415	-0.4582446	0.567515735000001	-0.26069465	-0.42311235	0.36547075	0.799578415000001	1	1	1	1	0	0	1	0	0	0	0	1	1	2	2	0	0	1	1	0	0	1	2	1	1	0	0	0	0	0	0	1	1	0	0	0	0	0	0	2	2	1	1	1	1	0	0	1	0	0	0	0	1	1	2	2	0	0	1	1	0	0	1	2	1	1	0	0	0	0	0	0	1	1	0	0	0	0	0	0	2	2	0	0	1.282292	-0.685145499999999	1.595304e-06	6.242493e-07	29.2307692307692	21.5384615384615	7.69230769230769	16.9230769230769	24.6153846153846
TCGA-KL-8332	55	alive	male	kidney chromophobe	white	1	3	1	1	3	3	3	3	1	6	0	0	0	0	0	0	0	0	NA	0.00448959999999943	0.166108700000001	-0.190731865	0.22373535	0.18134285	-0.20636395	-0.379963484999998	1	1	0	0	0	0	1	0	0	0	0	1	1	0	0	0	0	1	1	0	0	1	0	1	1	0	0	0	0	0	0	1	1	1	1	0	0	1	1	2	2	1	1	0	0	0	0	1	0	0	0	0	1	1	0	0	0	0	1	1	0	0	1	0	1	1	0	0	0	0	0	0	1	1	1	1	0	0	1	1	2	2	0	0	-0.453083	0.128391500000001	1.421901e-06	3.814857e-07	23.0769230769231	26.9230769230769	9.61538461538462	11.5384615384615	28.8461538461538
TCGA-KL-8333	69	alive	male	kidney chromophobe	white	1	3	2	3	4	4	1	5	4	7	0	0	0	0	0	0	0	4	-1.00333735	1.6214165	0.7166684	-0.142614265000001	0.513144349999999	1.50285565	0.165168749999999	-1.031791585	2	2	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	2	2	0	0	0	0	0	0	2	0	0	0	0	0	2	2	0	0	0	0	0	0	0	0	2	2	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	2	2	0	0	0	0	0	0	2	0	0	0	0	0	2	2	0	0	0	0	0	0	0	0	0	0	-0.753992	0.383290500000001	1.283179e-06	6.242493e-07	16.3636363636364	32.7272727272727	9.09090909090909	23.6363636363636	18.1818181818182
TCGA-KL-8334	37	alive	female	kidney chromophobe	white	1	2	1	1	1	1	1	1	1	5	0	0	0	0	0	0	0	0	NA	-0.355106500000002	0.0850603999999997	0.452941735	0.0570263499999992	-0.21930135	-1.42648625	0.00520341500000043	1	1	0	0	0	0	1	0	0	0	0	1	1	0	0	0	0	1	1	0	0	1	0	1	1	0	0	0	0	0	0	1	1	0	0	0	0	0	0	2	2	1	1	0	0	0	0	1	0	0	0	0	1	1	0	0	0	0	1	1	0	0	1	0	1	1	0	0	0	0	0	0	1	1	0	0	0	0	0	0	2	2	0	0	-1.022615	-0.0160354999999992	1.525943e-06	7.976519e-07	10.4477611940298	32.8358208955224	13.4328358208955	22.3880597014925	20.8955223880597
TCGA-KL-8335	67	alive	male	kidney chromophobe	white	1	2	1	1	5	5	1	2	4	7	4	0	0	0	0	0	5	0	0.86177605	-0.7622099	-0.0197154000000008	0.308470735	0.0108156499999996	-0.22132575	-1.52528745	0.266959515000002	1	1	0	0	0	0	1	0	0	0	0	1	1	0	0	0	0	1	1	1	1	0	0	1	1	0	0	0	0	0	0	1	1	0	0	0	0	0	0	2	2	1	1	0	0	0	0	1	0	0	0	0	1	1	0	0	0	0	1	1	1	1	0	0	1	1	0	0	0	0	0	0	1	1	0	0	0	0	0	0	2	2	0	0	1.1967	0.1950185	2.219553e-06	7.976519e-07	30.6818181818182	14.7727272727273	11.3636363636364	13.6363636363636	29.5454545454545
TCGA-KL-8336	51	deceased	female	kidney chromophobe	white	2	2	2	3	5	5	2	1	1	1	0	0	0	0	2	0	4	0	0.20558515	0.329360699999999	0.628865299999999	1.027061935	0.374427949999999	0.20695315	0.561921849999999	0.256826015000001	1	1	0	0	0	0	1	0	0	1	1	1	1	1	1	0	0	1	1	1	1	1	1	1	1	0	0	0	0	0	0	1	1	0	0	0	0	0	0	2	2	1	1	0	0	0	0	1	0	0	1	1	1	1	1	1	0	0	1	1	1	1	1	1	1	1	0	0	0	0	0	0	1	1	0	0	0	0	0	0	2	2	0	0	2.570237	0.1199385	1.872748e-06	4.161662e-07	13.4328358208955	26.865671641791	4.47761194029851	25.3731343283582	29.8507462686567
TCGA-KL-8337	26	alive	male	kidney chromophobe	black or african american	2	2	1	1	5	6	4	3	NA	NA	4	0	0	0	0	0	5	0	NA	-0.485202900000001	-1.2832349	-1.313460465	-0.21317035	0.668941650000001	-0.0762510499999998	0.403403415000001	1	1	0	0	0	0	0	0	0	0	0	1	1	0	0	0	0	1	1	0	0	0	0	1	1	0	0	0	0	0	0	1	1	0	0	1	1	0	0	2	2	1	1	0	0	0	0	0	0	0	0	0	1	1	0	0	0	0	1	1	0	0	0	0	1	1	0	0	0	0	0	0	1	1	0	0	1	1	0	0	2	2	2	0	0.234472999999999	0.1015535	1.803387e-06	5.895688e-07	13.0434782608696	24.6376811594203	13.0434782608696	20.2898550724638	28.9855072463768
TCGA-KL-8338	51	alive	male	kidney chromophobe	white	1	2	1	1	3	6	1	1	1	5	0	0	0	0	0	0	4	0	NA	-0.5304365	-0.2015706	-0.029059264999999	-0.102598650000001	-0.233102349999999	0.638720749999999	0.455782415000002	1	1	0	0	0	0	1	0	0	0	0	1	1	0	0	0	0	1	1	0	0	0	0	1	1	0	0	0	0	0	0	1	1	0	0	0	0	0	0	2	2	1	1	0	0	0	0	1	0	0	0	0	1	1	0	0	0	0	1	1	0	0	0	0	1	1	0	0	0	0	0	0	1	1	0	0	0	0	0	0	2	2	0	0	0.533905	-0.7080915	1.213818e-06	3.468052e-07	28.8888888888889	22.2222222222222	4.44444444444444	17.7777777777778	26.6666666666667
TCGA-KL-8339	67	deceased	male	kidney chromophobe	white	1	2	3	1	5	5	1	6	3	4	0	0	6	0	0	0	4	0	NA	0.5500183	0.261699500000001	1.019502935	-0.654308950000001	-0.349152849999999	0.37799865	0.111047615	1	1	3	0	0	0	1	3	0	0	1	1	2	0	0	0	0	1	1	0	0	2	0	1	1	0	0	3	3	0	0	1	1	0	0	3	3	0	0	0	0	1	1	3	0	0	0	1	3	0	0	1	1	2	0	0	0	0	1	1	0	0	2	0	1	1	0	0	3	3	0	0	1	1	0	0	3	3	0	0	0	0	0	0	1.766408	0.5639755	2.115511e-06	8.670129e-07	24.7191011235955	11.2359550561798	7.86516853932584	21.3483146067416	34.8314606741573
TCGA-KL-8340	34	alive	male	kidney chromophobe	white	1	2	1	1	5	1	4	3	3	6	0	0	0	0	0	0	0	0	NA	-0.386392500000001	0.0774633999999992	-0.0149582650000006	-0.0488686500000011	-0.0124523500000002	-0.17165625	0.0932614150000006	1	1	0	0	0	0	1	0	0	0	0	1	1	0	0	0	0	1	1	0	0	1	0	1	1	0	0	0	0	0	0	1	1	0	0	0	0	0	0	2	2	1	1	0	0	0	0	1	0	0	0	0	1	1	0	0	0	0	1	1	0	0	1	0	1	1	0	0	0	0	0	0	1	1	0	0	0	0	0	0	2	2	0	0	-0.663953	-0.138966499999999	1.283179e-06	4.161662e-07	17.6470588235294	29.4117647058824	13.7254901960784	13.7254901960784	25.4901960784314
TCGA-KL-8341	41	deceased	male	kidney chromophobe	asian	1	2	1	1	1	1	2	2	3	3	0	0	0	6	0	0	7	0	NA	0.236598299999999	0.4757455	2.671750035	0.18174855	0.0124523500000002	-2.46023715	-1.374681385	1	1	3	3	0	3	1	3	0	3	3	1	1	0	0	3	1	1	1	3	3	0	3	1	1	0	0	3	3	1	1	1	1	3	3	0	0	3	3	0	0	1	1	3	3	0	3	1	3	0	3	3	1	1	0	0	3	1	1	1	3	3	0	3	1	1	0	0	3	3	1	1	1	1	3	3	0	0	3	3	0	0	4	3	3.172069	-0.119650499999999	2.531678e-06	1.35254e-06	22.8070175438596	20.1754385964912	7.01754385964912	23.6842105263158	26.3157894736842
TCGA-KL-8342	45	alive	female	kidney chromophobe	white	2	1	1	1	1	1	3	1	1	5	0	0	0	0	0	0	0	0	NA	-0.4088805	0.0240784000000005	-0.308766264999999	-0.0327416500000002	0.72687165	0.526741749999999	0.313374415000002	1	1	0	0	0	0	0	0	0	0	0	1	1	0	0	0	0	1	1	0	0	0	0	1	1	0	0	0	0	0	0	1	1	0	0	0	0	0	0	2	2	1	1	0	0	0	0	0	0	0	0	0	1	1	0	0	0	0	1	1	0	0	0	0	1	1	0	0	0	0	0	0	1	1	0	0	0	0	0	0	2	2	0	0	-1.141871	-0.2310865	1.421901e-06	6.936103e-07	11.1111111111111	19.047619047619	12.6984126984127	30.1587301587302	26.984126984127
TCGA-KL-8343	72	deceased	male	kidney chromophobe	white	2	3	2	3	4	4	2	7	2	8	0	0	0	4	0	0	0	0	NA	1.3213671	0.229885899999999	-0.581648065	-0.204235150000001	0.90609025	-0.609104350000001	-0.352269684999999	1	1	0	0	3	3	0	0	0	0	0	0	0	0	0	0	0	1	1	0	0	1	0	0	0	0	0	0	0	0	0	0	0	3	3	0	0	1	1	0	0	1	1	0	0	3	3	0	0	0	0	0	0	0	0	0	0	0	1	1	0	0	1	0	0	0	0	0	0	0	0	0	0	0	3	3	0	0	1	1	0	0	0	0	-0.316396	0.227353500000001	1.907428e-06	5.202077e-07	15.2777777777778	26.3888888888889	6.94444444444444	12.5	38.8888888888889
TCGA-KL-8344	51	alive	male	kidney chromophobe	white	2	3	3	2	4	4	1	7	4	8	0	0	0	0	0	0	0	4	NA	1.695425	0.739940199999999	0.164304335000001	0.69820485	1.33881845	0.523237249999999	-0.263756084999999	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	1	1	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	1	1	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.920716	0.842976500000001	1.525943e-06	6.242493e-07	11.2903225806452	30.6451612903226	6.45161290322581	30.6451612903226	20.9677419354839
TCGA-KL-8345	75	alive	male	kidney chromophobe	white	1	1	2	2	1	1	2	1	1	3	0	0	0	0	6	0	0	0	-0.77341935	-0.0967514999999999	0.7486874	0.0748347349999996	-1.12300265	0.94954665	-0.14397825	0.160557415000001	1	1	1	1	0	0	0	0	0	0	0	1	1	0	0	0	0	1	1	0	0	0	0	1	1	0	0	0	0	0	0	1	1	0	0	0	0	0	0	2	2	1	1	1	1	0	0	0	0	0	0	0	1	1	0	0	0	0	1	1	0	0	0	0	1	1	0	0	0	0	0	0	1	1	0	0	0	0	0	0	2	2	0	0	1.020973	0.2158385	1.491262e-06	5.548882e-07	16.9491525423729	25.4237288135593	8.47457627118644	25.4237288135593	23.728813559322
TCGA-KL-8346	62	alive	male	kidney chromophobe	white	1	2	1	1	3	3	3	3	NA	NA	0	0	0	0	0	0	0	0	NA	-0.804085500000001	-0.0759906000000008	-0.475821265	0.13285735	-1.09080835	0.24381075	0.765354415000001	0	0	0	0	4	0	0	4	4	4	4	0	0	4	4	4	4	0	0	4	4	0	4	0	0	4	4	4	4	0	0	0	0	4	4	4	4	0	0	3	3	0	0	0	0	4	0	0	4	4	4	4	0	0	4	4	4	4	0	0	4	4	0	4	0	0	4	4	4	4	0	0	0	0	4	4	4	4	0	0	3	3	3	3	1.393825	-0.5406985	1.699345e-06	7.629713e-07	23.943661971831	29.5774647887324	2.8169014084507	18.3098591549296	25.3521126760563
TCGA-KM-8438	45	alive	female	kidney chromophobe	white	1	2	1	1	2	2	1	6	3	4	0	4	0	0	0	0	0	0	NA	-0.31786853	0.219787370000001	0.123436765000001	0.360784969999999	-0.254681059999999	0.313788410000001	-0.0595958449999987	0	0	3	3	3	3	2	3	3	3	3	1	1	3	3	3	3	2	2	3	3	3	1	2	2	0	0	3	3	2	2	2	2	3	3	3	3	3	3	0	0	0	0	3	3	3	3	2	3	3	3	3	1	1	3	3	3	3	2	2	3	3	3	1	2	2	0	0	3	3	2	2	2	2	3	3	3	3	3	3	0	0	0	0	-0.849707	-0.2223855	1.976789e-06	8.670129e-07	30.1204819277108	27.710843373494	2.40963855421687	18.0722891566265	21.6867469879518
TCGA-KM-8439	30	alive	male	kidney chromophobe	white	1	3	3	2	6	7	2	7	2	9	0	0	0	0	0	0	0	0	NA	0.0175155	-0.7499816	-0.216044265000001	-0.00297265000000024	0.760165649999999	0.168503749999999	-0.166494584999999	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	-0.740004	-0.337445499999999	1.109776e-06	3.468052e-07	38.0952380952381	16.6666666666667	7.14285714285714	19.047619047619	19.047619047619
TCGA-KM-8440	37	alive	male	kidney chromophobe	black or african american	3	2	1	1	5	5	4	3	NA	NA	0	0	0	0	0	0	0	0	-0.80122895	-0.133941700000001	0.0934974000000004	0.119251435000001	0.00297265000000024	0.10865495	-0.21701335	0.304827415000002	1	1	0	0	0	0	1	0	0	0	0	1	1	0	0	0	0	1	1	0	0	0	0	1	1	0	0	0	0	0	0	1	1	0	0	0	0	0	0	2	2	1	1	0	0	0	0	1	0	0	0	0	1	1	0	0	0	0	1	1	0	0	0	0	1	1	0	0	0	0	0	0	1	1	0	0	0	0	0	0	2	2	0	0	0.234560999999999	0.0115895000000013	1.283179e-06	4.508467e-07	24.5283018867925	20.7547169811321	9.43396226415094	13.2075471698113	32.0754716981132
TCGA-KM-8441	61	alive	female	kidney chromophobe	white	3	3	3	2	6	7	1	7	4	9	0	0	0	0	0	0	0	0	-0.81879035	0.9554537	0.110143000000001	-0.155710664999999	0.37667205	1.16390665	0.787508150000001	-0.822317784999999	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	-0.0211790000000001	0.292749500000001	1.491262e-06	3.814857e-07	16.6666666666667	25.9259259259259	3.7037037037037	25.9259259259259	27.7777777777778
TCGA-KM-8442	38	alive	male	kidney chromophobe	NA	1	1	2	3	3	3	4	5	3	4	0	0	0	0	0	0	0	0	-0.97438335	-0.0846105000000001	0.426544399999999	0.190466734999999	0.103410349999999	-0.586892349999999	0.708433749999999	0.200806415000001	1	1	0	0	0	0	1	0	0	0	0	1	1	0	0	0	0	1	1	0	0	0	0	1	1	0	0	0	0	1	1	1	1	0	0	0	0	0	0	2	2	1	1	0	0	0	0	1	0	0	0	0	1	1	0	0	0	0	1	1	0	0	0	0	1	1	0	0	0	0	1	1	1	1	0	0	0	0	0	0	2	2	0	0	-0.61887	0.4536295	1.560623e-06	7.976519e-07	34.2857142857143	25.7142857142857	1.42857142857143	15.7142857142857	22.8571428571429
TCGA-KM-8443	57	alive	male	kidney chromophobe	white	1	1	1	1	1	1	3	3	NA	NA	0	0	0	0	0	0	0	0	-0.67522375	-0.2359308	0.122806499999999	0.516602434999999	-0.24918055	-0.20091495	-0.26125315	0.624202115000001	1	1	1	1	3	3	0	3	3	3	3	1	1	0	0	3	3	1	1	3	3	1	3	1	1	3	3	3	3	0	0	1	1	3	3	3	3	3	3	0	0	1	1	1	1	3	3	0	3	3	3	3	1	1	0	0	3	3	1	1	3	3	1	3	1	1	3	3	3	3	0	0	1	1	3	3	3	3	3	3	0	0	0	0	1.710009	-0.442190499999999	1.768706e-06	3.468052e-07	18.0327868852459	27.8688524590164	13.1147540983607	21.3114754098361	19.672131147541
TCGA-KM-8476	47	alive	male	kidney chromophobe	white	2	1	3	2	1	1	2	1	NA	NA	0	0	0	4	0	0	0	0	NA	-0.6146735	-1.3456436	-0.983306265	-0.16334765	-1.31693035	-0.0661422500000004	0.887903415000002	1	1	0	0	0	0	1	0	0	0	0	1	1	0	0	0	0	1	1	0	0	1	0	1	1	0	0	0	0	0	0	1	1	0	0	1	1	0	0	2	2	1	1	0	0	0	0	1	0	0	0	0	1	1	0	0	0	0	1	1	0	0	1	0	1	1	0	0	0	0	0	0	1	1	0	0	1	1	0	0	2	2	2	0	-1.05525	-0.8581395	2.531678e-06	1.040415e-06	33.6538461538462	24.0384615384615	9.61538461538462	12.5	20.1923076923077
TCGA-KM-8477	56	alive	male	kidney chromophobe	white	1	3	NA	NA	4	4	1	4	NA	NA	4	0	0	0	0	0	0	0	-0.55838305	0.953302899999999	0.0197154000000008	0.118441235000001	0.462585349999999	1.27857285	-0.624155549999999	-1.264536285	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	-1.01626	-0.154436499999999	1.179138e-06	6.242493e-07	19.2307692307692	17.3076923076923	9.61538461538462	26.9230769230769	26.9230769230769
TCGA-KM-8639	67	alive	male	kidney chromophobe	white	1	3	3	2	6	7	1	7	4	9	0	0	0	0	0	0	0	0	-1.10833965	0.320392799999999	-0.458145699999999	-0.875404665	0.399773249999999	1.11082015	0.283000250000001	-0.0622850849999992	0	0	0	0	0	0	0	0	0	0	0	0	0	3	3	0	0	0	0	0	0	3	0	0	0	0	0	0	0	0	0	3	3	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	3	3	0	0	0	0	0	0	3	0	0	0	0	0	0	0	0	0	3	3	0	0	0	0	0	0	0	0	0	0	-0.102746	0.0282835000000006	1.213818e-06	4.161662e-07	16.6666666666667	6.25	2.08333333333333	39.5833333333333	35.4166666666667
TCGA-KM-A7Q6	36	alive	male	kidney chromophobe	white	NA	NA	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	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	NA	NA	NA	NA	NA	NA	NA	NA	NA
TCGA-KM-A7Q7	45	alive	female	kidney chromophobe	black or african american	NA	NA	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	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	NA	NA	NA	NA	NA	NA	NA	NA	NA
TCGA-KM-A7Q8	45	deceased	male	kidney chromophobe	white	NA	NA	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	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	NA	NA	NA	NA	NA	NA	NA	NA	NA
TCGA-KM-A7Q9	55	alive	male	kidney chromophobe	white	NA	NA	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	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	NA	NA	NA	NA	NA	NA	NA	NA	NA
TCGA-KM-A7QA	18	alive	male	kidney chromophobe	white	NA	NA	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	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	NA	NA	NA	NA	NA	NA	NA	NA	NA
TCGA-KM-A7QB	47	alive	male	kidney chromophobe	black or african american	NA	NA	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	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	NA	NA	NA	NA	NA	NA	NA	NA	NA
TCGA-KM-A7QC	33	alive	female	kidney chromophobe	white	NA	NA	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	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	NA	NA	NA	NA	NA	NA	NA	NA	NA
TCGA-KM-A7QD	57	alive	female	kidney chromophobe	asian	NA	NA	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	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	NA	NA	NA	NA	NA	NA	NA	NA	NA
TCGA-KM-A7QE	59	alive	female	kidney chromophobe	white	NA	NA	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	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	NA	NA	NA	NA	NA	NA	NA	NA	NA
TCGA-KM-A7QG	55	alive	female	kidney chromophobe	white	NA	NA	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	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	NA	NA	NA	NA	NA	NA	NA	NA	NA
TCGA-KM-A7QH	39	alive	male	kidney chromophobe	white	NA	NA	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	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	NA	NA	NA	NA	NA	NA	NA	NA	NA
TCGA-KM-A7QI	50	alive	female	kidney chromophobe	white	NA	NA	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	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	NA	NA	NA	NA	NA	NA	NA	NA	NA
TCGA-KM-A7QJ	67	alive	male	kidney chromophobe	asian	NA	NA	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	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	NA	NA	NA	NA	NA	NA	NA	NA	NA
TCGA-KM-A7QK	53	alive	male	kidney chromophobe	white	NA	NA	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	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	NA	NA	NA	NA	NA	NA	NA	NA	NA
TCGA-KM-A7QL	36	alive	female	kidney chromophobe	white	NA	NA	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	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	NA	NA	NA	NA	NA	NA	NA	NA	NA
TCGA-KN-8418	41	alive	female	kidney chromophobe	white	2	2	2	1	5	5	3	6	3	4	0	0	0	0	0	0	4	0	NA	-0.1521215	0.124832400000001	0.126079734999999	-0.30845465	0.0767356499999998	-0.0714412499999995	0.225990415000002	1	1	0	0	0	0	1	0	0	0	0	1	1	0	0	0	0	1	1	0	0	0	0	1	1	0	0	0	0	0	0	1	1	0	0	0	0	0	0	2	2	1	1	0	0	0	0	1	0	0	0	0	1	1	0	0	0	0	1	1	0	0	0	0	1	1	0	0	0	0	0	0	1	1	0	0	0	0	0	0	2	2	0	0	0.286116	0.0303415000000005	1.109776e-06	5.548882e-07	22.4489795918367	22.4489795918367	12.2448979591837	30.6122448979592	12.2448979591837
TCGA-KN-8419	43	alive	male	kidney chromophobe	black or african american	2	3	3	2	4	4	2	4	2	2	0	0	0	0	0	0	0	0	NA	0.3881973	0.2976528	-0.445735565	0.17595105	0.76579635	-0.00353424999999952	-2.120124385	0	0	3	3	3	3	3	3	3	3	3	0	0	3	3	0	0	0	0	0	0	0	4	0	0	0	0	4	4	0	0	0	0	4	4	3	3	0	0	3	3	0	0	3	3	3	3	3	3	3	3	3	0	0	3	3	0	0	0	0	0	0	0	4	0	0	0	0	4	4	0	0	0	0	4	4	3	3	0	0	3	3	0	0	-2.059397	0.217123500000001	1.35254e-06	7.976519e-07	22.5806451612903	9.67741935483871	6.45161290322581	32.258064516129	29.0322580645161
TCGA-KN-8421	47	alive	female	kidney chromophobe	white	1	2	3	1	5	6	2	2	NA	NA	0	0	0	0	0	0	0	0	NA	-0.534775600000001	-0.0274111999999995	-1.009536565	-0.113799849999999	0.199351249999999	-1.29496275	0.906586715000001	1	1	0	0	0	0	1	0	0	0	0	1	1	0	0	0	0	1	1	0	0	0	0	0	0	1	1	0	0	0	0	1	1	0	0	0	0	0	0	2	2	1	1	0	0	0	0	1	0	0	0	0	1	1	0	0	0	0	1	1	0	0	0	0	0	0	1	1	0	0	0	0	1	1	0	0	0	0	0	0	2	2	0	0	0.834077	-0.178487499999999	1.075096e-06	6.936103e-07	35.8490566037736	11.3207547169811	7.54716981132075	24.5283018867925	20.7547169811321
TCGA-KN-8422	28	alive	female	kidney chromophobe	white	2	2	NA	NA	2	2	4	4	2	2	0	0	0	0	0	0	0	0	0.44801615	-0.301048400000001	-0.0499565000000004	-0.826508165	0.133101249999999	-1.72316725	-0.720403450000001	-0.739308084999998	2	2	0	0	0	0	1	0	0	3	3	1	1	3	3	0	0	2	2	0	0	2	2	0	0	0	0	3	3	0	0	1	1	0	0	0	0	0	0	0	0	2	2	0	0	0	0	1	0	0	3	3	1	1	3	3	0	0	2	2	0	0	2	2	0	0	0	0	3	3	0	0	1	1	0	0	0	0	0	0	0	0	0	0	-0.714375	-0.6035995	1.525943e-06	5.548882e-07	14.5161290322581	25.8064516129032	8.06451612903226	20.9677419354839	30.6451612903226
TCGA-KN-8423	44	alive	male	kidney chromophobe	white	1	2	2	3	2	2	3	2	2	2	0	0	0	0	0	0	4	0	-1.16385325	0.334698899999999	0.4652028	-0.252465364999999	0.22368505	-0.27772715	0.506414550000001	-0.458118884999998	0	0	4	4	4	4	0	4	0	4	4	0	0	4	4	4	4	0	0	4	4	0	4	0	0	0	0	4	4	0	0	0	0	4	4	4	4	0	0	3	3	0	0	4	4	4	4	0	4	0	4	4	0	0	4	4	4	4	0	0	4	4	0	4	0	0	0	0	4	4	0	0	0	0	4	4	4	4	0	0	3	3	3	0	-1.065269	-0.043433499999999	1.456582e-06	6.936103e-07	14.5161290322581	32.258064516129	1.61290322580645	29.0322580645161	22.5806451612903
TCGA-KN-8424	42	alive	female	kidney chromophobe	white	1	2	2	3	7	1	2	1	1	5	0	0	0	0	0	0	4	0	NA	0.0399881499999992	-0.283099477	0.0842866299999994	-0.123431626	0.486046066	0.0637225770000001	-0.0655706549999984	1	1	0	0	0	0	2	0	0	0	0	1	1	0	2	0	0	1	1	0	0	1	0	1	1	0	0	0	0	0	0	1	1	0	0	0	0	0	0	2	2	1	1	0	0	0	0	2	0	0	0	0	1	1	0	2	0	0	1	1	0	0	1	0	1	1	0	0	0	0	0	0	1	1	0	0	0	0	0	0	2	2	0	0	0.200915999999999	0.3513795	1.872748e-06	1.040415e-06	12.7906976744186	29.0697674418605	5.81395348837209	29.0697674418605	23.2558139534884
TCGA-KN-8425	53	alive	male	kidney chromophobe	white	2	1	1	3	2	2	4	4	NA	NA	0	0	0	7	0	0	0	0	0.07420575	0.2258265	0.0761505000000007	-0.404243064999999	-1.55406165	-0.200260849999999	0.00353424999999952	0.0257399150000008	2	2	3	3	0	0	2	3	3	0	0	2	2	3	3	3	3	2	2	3	3	2	0	2	2	2	2	3	3	0	0	2	2	3	3	0	0	0	0	0	0	2	2	3	3	0	0	2	3	3	0	0	2	2	3	3	3	3	2	2	3	3	2	0	2	2	2	2	3	3	0	0	2	2	3	3	0	0	0	0	0	0	0	0	-1.713017	0.210508500000001	1.734026e-06	3.814857e-07	16.3934426229508	22.9508196721311	3.27868852459016	24.5901639344262	32.7868852459016
TCGA-KN-8426	50	alive	male	kidney chromophobe	white	1	2	1	1	2	2	2	2	2	1	0	0	0	0	0	0	0	0	0.29526795	-0.617606	-0.8746154	1.029690935	-0.13148455	-0.952384650000001	0.0354992499999991	-0.897857784999998	0	0	0	4	4	4	0	4	4	4	4	0	0	3	3	3	3	0	0	0	0	0	4	0	0	0	0	4	4	4	4	0	0	4	4	0	4	0	0	3	3	0	0	0	4	4	4	0	4	4	4	4	0	0	3	3	3	3	0	0	0	0	0	4	0	0	0	0	4	4	4	4	0	0	4	4	0	4	0	0	3	3	4	3	0.95288	0.1735475	2.01147e-06	8.670129e-07	13.6363636363636	23.8636363636364	4.54545454545455	26.1363636363636	31.8181818181818
TCGA-KN-8427	54	alive	male	kidney chromophobe	white	1	3	2	1	7	3	1	7	4	7	0	0	0	6	0	0	0	0	-0.01099655	1.31112837	0.40690406	3.325290355	1.64131915	0.951633129999999	1.32221645	-1.899864175	3	3	2	2	0	0	2	2	2	2	2	0	0	2	2	0	0	0	0	3	3	2	3	3	3	3	3	2	2	0	0	0	2	0	0	3	3	3	3	0	0	3	3	2	2	0	0	2	2	2	2	2	0	0	2	2	0	0	0	0	3	3	2	3	3	3	3	3	2	2	0	0	0	2	0	0	3	3	3	3	0	0	3	0	3.006376	0.1398665	2.774441e-06	1.179138e-06	11.2068965517241	17.2413793103448	11.2068965517241	23.2758620689655	37.0689655172414
TCGA-KN-8428	71	deceased	male	kidney chromophobe	white	2	3	1	1	5	5	1	7	4	7	0	0	0	0	0	6	7	0	-1.13296135	0.2469255	-0.266960600000001	1.407773735	-0.39371665	-1.73533435	-1.48083125	-0.705727584999999	1	1	0	0	3	0	2	3	3	0	2	2	2	3	3	0	0	0	0	3	3	1	3	2	1	3	3	0	0	3	3	1	1	3	3	3	3	3	3	0	0	1	1	0	0	3	0	2	3	3	0	2	2	2	3	3	0	0	0	0	3	3	1	3	2	1	3	3	0	0	3	3	1	1	3	3	3	3	3	3	0	0	0	0	4.619954	0.3025535	2.639187e-05	1.116713e-05	71.9060523938573	7.49774164408311	4.8780487804878	9.03342366757001	6.68473351400181
TCGA-KN-8429	38	alive	female	kidney chromophobe	white	1	2	1	1	5	5	4	3	3	6	0	0	0	0	0	0	0	0	NA	0.157921499999999	0.1495923	0.930830535	-0.179187650000001	-0.99027515	0.177395049999999	0.602225115000001	1	1	0	0	0	0	1	0	0	0	0	1	1	1	1	0	0	1	1	0	0	1	0	1	1	0	0	0	0	0	0	1	1	0	0	0	0	0	0	2	2	1	1	0	0	0	0	1	0	0	0	0	1	1	1	1	0	0	1	1	0	0	1	0	1	1	0	0	0	0	0	0	1	1	0	0	0	0	0	0	2	2	0	0	-0.763084	0.4665985	1.35254e-06	6.936103e-07	25	25	11.6666666666667	15	23.3333333333333
TCGA-KN-8430	75	deceased	male	kidney chromophobe	white	1	2	3	2	2	2	1	5	4	4	0	0	6	0	0	0	0	0	NA	0.3510425	0.2218974	0.0990167349999993	0.270630349999999	-0.19095435	0.50446075	-0.122744585	2	2	3	3	3	3	2	3	3	3	3	2	2	2	2	3	3	2	2	3	3	2	2	2	2	3	3	3	3	2	2	2	2	3	3	3	3	2	2	0	0	2	2	3	3	3	3	2	3	3	3	3	2	2	2	2	3	3	2	2	3	3	2	2	2	2	3	3	3	3	2	2	2	2	3	3	3	3	2	2	0	0	0	0	0.947639	0.1465955	2.427636e-06	8.670129e-07	15.4639175257732	19.5876288659794	6.18556701030928	23.7113402061856	35.0515463917526
TCGA-KN-8431	35	alive	female	kidney chromophobe	NA	1	2	3	2	2	2	4	4	3	8	4	0	0	0	0	0	7	0	0.45645155	-0.450175900000001	0.437022499999999	-0.444805864999999	0.178984849999999	-0.850550849999999	-0.093963650000001	0.161810315	0	0	0	0	0	0	1	0	0	0	0	1	1	0	0	0	0	1	1	0	0	0	0	1	1	0	0	0	0	1	1	1	1	0	0	0	0	0	0	2	2	0	0	0	0	0	0	1	0	0	0	0	1	1	0	0	0	0	1	1	0	0	0	0	1	1	0	0	0	0	1	1	1	1	0	0	0	0	0	0	2	2	0	0	-0.706835	-0.413627499999999	1.35254e-06	5.202077e-07	18.1818181818182	23.6363636363636	10.9090909090909	21.8181818181818	25.4545454545455
TCGA-KN-8432	86	alive	female	kidney chromophobe	white	2	2	2	3	2	2	1	2	3	4	0	0	0	0	0	0	0	0	2.35271285	0.382953499999999	-0.430546	-1.140368165	-0.156518549999999	0.39330665	-0.810081350000001	-0.0883815849999987	1	1	0	0	0	0	1	0	0	0	0	1	1	0	0	0	0	1	0	0	0	1	0	1	1	1	1	0	0	0	0	1	1	0	0	1	1	0	0	2	2	1	1	0	0	0	0	1	0	0	0	0	1	1	0	0	0	0	1	0	0	0	1	0	1	1	1	1	0	0	0	0	1	1	0	0	1	1	0	0	2	2	2	0	-1.982892	0.0790135000000003	3.017205e-06	9.710544e-07	27.5862068965517	16.3793103448276	3.44827586206897	25	27.5862068965517
TCGA-KN-8433	46	alive	female	kidney chromophobe	white	2	3	1	1	2	2	4	5	4	8	0	0	0	0	0	0	5	0	0.98515845	-0.6443236	-1.011176	-1.424763565	-0.39755145	-0.754815949999999	1.23078545	-0.561882284999998	3	0	3	3	0	0	0	3	3	3	3	0	0	0	0	3	3	0	0	3	3	3	3	0	0	0	0	0	3	0	0	0	0	3	3	0	0	0	0	3	3	3	0	3	3	0	0	0	3	3	3	3	0	0	0	0	3	3	0	0	3	3	3	3	0	0	0	0	0	3	0	0	0	0	3	3	0	0	0	0	3	3	0	0	-0.442712	-0.6333945	5.167397e-06	2.843802e-06	13.2478632478632	39.3162393162393	5.55555555555556	25.6410256410256	16.2393162393162
TCGA-KN-8434	65	alive	female	kidney chromophobe	white	2	1	1	1	1	1	2	1	3	6	0	0	0	0	0	0	4	0	1.88465965	-0.0549075000000006	0.212793400000001	0.0175357350000009	-0.0402286499999995	-0.20556435	0.14791975	0.0482314150000018	1	1	0	0	0	0	1	0	0	0	0	1	1	0	0	0	0	1	1	0	0	1	0	1	1	0	0	0	0	0	0	1	1	0	0	0	0	0	0	1	0	1	1	0	0	0	0	1	0	0	0	0	1	1	0	0	0	0	1	1	0	0	1	0	1	1	0	0	0	0	0	0	1	1	0	0	0	0	0	0	1	0	0	0	-1.018001	0.0255735000000001	1.421901e-06	6.589298e-07	26.2295081967213	21.3114754098361	9.83606557377049	18.0327868852459	24.5901639344262
TCGA-KN-8435	59	alive	male	kidney chromophobe	white	2	2	3	2	1	1	2	1	NA	NA	0	4	0	0	0	0	0	0	NA	0.0923077999999986	-0.49568577	0.436022254999999	0.0962756999999996	0.0832346499999996	-0.15888799	-0.00520341499999866	1	1	0	0	0	0	1	0	0	0	0	1	1	0	0	0	0	1	1	0	0	0	0	1	1	0	0	0	0	0	0	1	1	0	0	1	0	0	0	2	2	1	1	0	0	0	0	1	0	0	0	0	1	1	0	0	0	0	1	1	0	0	0	0	1	1	0	0	0	0	0	0	1	1	0	0	1	0	0	0	2	2	0	0	1.722156	0.163923500000001	1.525943e-06	6.589298e-07	15.8730158730159	28.5714285714286	4.76190476190476	28.5714285714286	22.2222222222222
TCGA-KN-8436	62	alive	male	kidney chromophobe	white	2	2	3	2	5	6	2	2	2	3	4	0	0	0	0	0	4	0	NA	0.481464899999999	-0.7161563	0.109094335	0.448381449999999	1.28703205	0.256203749999999	0.119947215000002	0	1	1	1	3	3	3	3	3	3	3	1	1	3	3	3	3	1	1	3	3	3	3	2	2	1	1	3	3	3	3	1	1	3	3	1	1	1	1	0	0	0	1	1	1	3	3	3	3	3	3	3	1	1	3	3	3	3	1	1	3	3	3	3	2	2	1	1	3	3	3	3	1	1	3	3	1	1	1	1	0	0	2	0	0.0273979999999998	1.2466475	2.878483e-06	1.248499e-06	13.1147540983607	40.9836065573771	4.0983606557377	19.672131147541	22.1311475409836
TCGA-KN-8437	42	alive	female	kidney chromophobe	white	1	3	3	2	6	7	1	7	2	9	0	0	0	0	0	0	0	0	-0.94725735	0.7395955	0.125328400000001	-0.190707265	0.536792349999999	1.44527665	0.269333749999999	-0.586237584999999	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.284135	0.424312500000001	6.936103e-07	4.855272e-07	22.2222222222222	27.7777777777778	5.55555555555556	13.8888888888889	30.5555555555556
TCGA-KO-8403	49	alive	male	kidney chromophobe	white	1	1	2	3	1	1	2	1	NA	NA	0	0	0	0	0	0	4	0	NA	0.0235205000000001	-0.1717326	0.737654735	0.109185349999999	0.65728865	0.23077475	0.221684415	1	1	0	0	0	0	1	0	0	0	0	1	1	0	0	0	0	1	1	0	0	1	0	1	1	0	0	0	0	0	0	1	1	0	0	0	0	0	0	2	2	1	1	0	0	0	0	1	0	0	0	0	1	1	0	0	0	0	1	1	0	0	1	0	1	1	0	0	0	0	0	0	1	1	0	0	0	0	0	0	2	2	0	0	-0.288414	0.0393474999999999	1.248499e-06	6.242493e-07	24.0740740740741	20.3703703703704	7.40740740740741	20.3703703703704	27.7777777777778
TCGA-KO-8404	78	deceased	male	kidney chromophobe	white	1	3	1	1	7	3	1	7	4	7	0	7	0	4	0	6	5	0	4.04876135	1.1173928	-0.5926764	0.157048935000001	-0.215601850000001	0.681396449999999	-0.09149925	0.886746615000002	1	1	0	0	0	0	1	0	0	0	0	0	0	3	0	0	0	0	0	3	3	0	0	0	0	0	0	0	0	3	3	1	1	0	0	0	0	1	1	0	0	1	1	0	0	0	0	1	0	0	0	0	0	0	3	0	0	0	0	0	3	3	0	0	0	0	0	0	0	0	3	3	1	1	0	0	0	0	1	1	0	0	0	0	2.998564	-0.3846565	2.566358e-06	1.144457e-06	25	15.7407407407407	6.48148148148148	22.2222222222222	30.5555555555556
TCGA-KO-8405	29	alive	male	kidney chromophobe	white	1	3	2	3	7	3	1	5	4	7	0	0	0	0	0	0	0	0	0.53534749	0.0361685499999993	0.0843849399999996	0.544212975000001	-0.07393845	0.571434419999999	0.644835929999999	-0.313482924999999	2	2	3	3	0	0	2	0	3	3	3	2	2	3	3	0	0	2	2	3	3	0	3	2	2	0	0	3	3	2	2	2	2	3	3	3	3	3	3	0	0	2	2	3	3	0	0	2	0	3	3	3	2	2	3	3	0	0	2	2	3	3	0	3	2	2	0	0	3	3	2	2	2	2	3	3	3	3	3	3	0	0	0	0	-1.583091	-0.3434005	1.35254e-06	4.161662e-07	19.6078431372549	29.4117647058824	7.84313725490196	13.7254901960784	29.4117647058824
TCGA-KO-8406	17	alive	female	kidney chromophobe	white	1	1	2	3	1	1	2	1	NA	NA	0	0	0	0	0	0	0	0	NA	0.0237550999999989	0.107688899999999	0.433214234999999	-0.0240001500000009	-0.342323049999999	-0.0974783499999994	-0.113714584999999	1	1	0	0	0	0	1	0	0	0	0	1	1	0	0	0	0	1	1	0	0	1	0	1	1	0	0	0	0	0	0	1	1	0	0	0	0	0	0	2	2	1	1	0	0	0	0	1	0	0	0	0	1	1	0	0	0	0	1	1	0	0	1	0	1	1	0	0	0	0	0	0	1	1	0	0	0	0	0	0	2	2	0	0	1.536786	0.169643500000001	1.664665e-06	6.242493e-07	23.1884057971014	18.8405797101449	7.2463768115942	14.4927536231884	36.231884057971
TCGA-KO-8407	42	alive	male	kidney chromophobe	white	1	1	3	2	1	1	3	1	NA	NA	0	0	0	0	0	0	0	0	0.40047095	-0.3428986	-0.107571399999999	0.142439035000001	-0.117347050000001	0.20238215	-1.44093305	0.341287915000001	1	1	0	0	0	0	1	0	0	0	0	1	1	0	0	0	0	1	1	0	0	0	0	1	1	0	0	0	0	0	0	1	1	0	0	0	0	0	0	2	2	1	1	0	0	0	0	1	0	0	0	0	1	1	0	0	0	0	1	1	0	0	0	0	1	1	0	0	0	0	0	0	1	1	0	0	0	0	0	0	2	2	0	0	-0.765194	-0.341139499999999	1.872748e-06	5.895688e-07	26.6666666666667	17.3333333333333	10.6666666666667	22.6666666666667	22.6666666666667
TCGA-KO-8408	47	deceased	male	kidney chromophobe	white	2	2	1	1	5	5	3	6	3	8	0	1	0	0	7	0	6	0	NA	-0.5432565	-0.2407506	0.411802735	-1.21162165	-1.10198635	0.22466275	0.442873415000001	1	1	0	0	1	0	1	0	0	1	1	1	1	0	0	0	0	1	1	0	0	1	0	1	1	0	0	0	0	0	0	1	1	3	3	0	0	0	1	2	2	1	1	0	0	1	0	1	0	0	1	1	1	1	0	0	0	0	1	1	0	0	1	0	1	1	0	0	0	0	0	0	1	1	3	3	0	0	0	1	2	2	0	0	1.087087	-0.8451015	2.947844e-06	1.213818e-06	22.1311475409836	15.5737704918033	8.19672131147541	13.9344262295082	40.1639344262295
TCGA-KO-8409	69	alive	male	kidney chromophobe	white	1	1	2	3	2	2	4	3	2	2	0	4	0	0	0	0	0	0	NA	-0.616063500000001	-0.1924186	-0.150682265	-0.220518650000001	-1.26827135	0.23239075	0.822325415000002	1	1	3	3	3	3	2	3	3	3	3	1	1	3	3	3	3	2	2	3	3	1	3	2	2	2	2	3	3	2	2	2	2	3	3	3	3	3	3	0	0	1	1	3	3	3	3	2	3	3	3	3	1	1	3	3	3	3	2	2	3	3	1	3	2	2	2	2	3	3	2	2	2	2	3	3	3	3	3	3	0	0	0	0	-1.760769	-0.822542499999999	1.699345e-06	6.589298e-07	20	22.8571428571429	8.57142857142857	22.8571428571429	25.7142857142857
TCGA-KO-8410	74	alive	female	kidney chromophobe	white	1	3	2	3	2	2	2	2	2	1	0	0	0	0	0	0	0	0	NA	0.255668499999999	0.265324400000001	-0.621685265	0.22841835	-0.203058350000001	-0.13259425	-0.339164584999999	0	0	4	4	4	4	0	4	0	4	4	0	0	4	4	4	4	0	0	4	4	0	4	4	4	0	0	4	4	0	0	0	0	0	0	4	4	0	0	3	3	0	0	4	4	4	4	0	4	0	4	4	0	0	4	4	4	4	0	0	4	4	0	4	4	4	0	0	4	4	0	0	0	0	0	0	4	4	0	0	3	3	3	0	-0.00355099999999986	-0.2944795	1.629984e-06	6.242493e-07	11.2676056338028	32.3943661971831	9.85915492957746	22.5352112676056	23.943661971831
TCGA-KO-8411	58	alive	male	kidney chromophobe	white	2	1	3	2	1	1	2	1	NA	NA	0	0	0	0	0	0	0	0	-0.81189305	0.095828599999999	-0.9658064	-0.826977165000001	-0.15980675	1.18604815	-0.0998710500000008	-0.0850553849999987	1	1	0	0	0	0	0	0	0	0	0	1	1	0	0	0	0	1	1	0	0	1	0	1	1	0	0	0	0	0	0	1	1	0	0	1	1	0	0	2	2	1	1	0	0	0	0	0	0	0	0	0	1	1	0	0	0	0	1	1	0	0	1	0	1	1	0	0	0	0	0	0	1	1	0	0	1	1	0	0	2	2	2	0	-0.599214	0.1956945	1.491262e-06	5.895688e-07	25	20	5	23.3333333333333	26.6666666666667
TCGA-KO-8413	46	alive	male	kidney chromophobe	white	2	3	2	3	2	2	3	3	2	2	0	0	0	0	0	0	7	0	NA	0.0774998999999994	-0.0782693999999999	-0.615482165	0.0552627499999989	0.0269111500000001	0.198567949999999	-1.005864385	0	0	3	4	3	3	0	4	4	4	4	0	0	0	0	0	0	0	0	4	4	0	4	0	0	0	0	4	4	0	0	0	0	4	4	4	4	0	0	3	3	0	0	3	4	3	3	0	4	4	4	4	0	0	0	0	0	0	0	0	4	4	0	4	0	0	0	0	4	4	0	0	0	0	4	4	4	4	0	0	3	3	3	3	-0.640743000000001	-0.0812104999999992	1.144457e-06	6.242493e-07	23.5294117647059	25.4901960784314	1.96078431372549	27.4509803921569	21.5686274509804
TCGA-KO-8414	50	alive	female	kidney chromophobe	white	2	1	1	1	2	2	4	3	NA	NA	0	4	0	0	0	0	4	4	0.29349225	-0.687617000000001	-1.0803552	-1.324226865	-0.22430745	-0.183388750000001	-0.0298343499999998	0.866601015000001	0	0	4	4	4	4	0	4	4	4	4	0	0	0	0	3	3	0	0	4	4	0	3	0	0	0	0	4	4	4	4	0	0	4	4	0	0	4	4	3	3	0	0	4	4	4	4	0	4	4	4	4	0	0	0	0	3	3	0	0	4	4	0	3	0	0	0	0	4	4	4	4	0	0	4	4	0	0	4	4	3	3	0	3	-0.0572610000000005	-0.299466499999999	1.213818e-06	5.895688e-07	18.8679245283019	24.5283018867925	9.43396226415094	33.9622641509434	13.2075471698113
TCGA-KO-8415	44	alive	female	kidney chromophobe	white	2	1	1	1	7	2	2	1	1	1	0	0	0	0	6	0	0	0	NA	-0.647356500000001	-0.4283506	-0.282401265000001	-1.34489365	0.41996765	-1.69078725	-0.568838584999999	1	1	0	0	0	0	0	0	0	0	0	1	1	0	0	0	2	1	1	0	0	1	2	1	1	1	1	0	0	0	0	1	1	0	0	0	0	1	1	2	2	1	1	0	0	0	0	0	0	0	0	0	1	1	0	0	0	2	1	1	0	0	1	2	1	1	1	1	0	0	0	0	1	1	0	0	0	0	1	1	2	2	0	3	0.797223	-0.4455785	1.595304e-06	1.075096e-06	28.2051282051282	16.6666666666667	10.2564102564103	17.9487179487179	26.9230769230769
TCGA-KO-8416	41	alive	male	kidney chromophobe	white	2	1	3	2	1	1	2	1	3	3	0	0	0	0	0	0	7	0	NA	-0.26196137	-0.94151776	-0.740573384999999	-0.0692236600000005	-0.506978289999999	-0.413996470000001	0.168391015000001	1	1	0	0	0	0	1	0	0	0	0	1	1	0	0	0	0	1	1	0	0	1	0	1	1	0	0	0	0	0	0	1	1	0	0	1	1	0	0	2	2	1	1	0	0	0	0	1	0	0	0	0	1	1	0	0	0	0	1	1	0	0	1	0	1	1	0	0	0	0	0	0	1	1	0	0	1	1	0	0	2	2	2	0	0.0723209999999996	0.00967550000000017	1.629984e-06	9.363739e-07	18.9189189189189	24.3243243243243	5.40540540540541	20.2702702702703	31.0810810810811
TCGA-KO-8417	30	alive	female	kidney chromophobe	white	2	1	3	2	1	1	2	6	3	4	0	0	0	0	0	0	0	0	NA	-0.0044896000000012	-0.602449399999999	-0.599852465	0.0142016500000004	0.11540905	0.0207086499999996	0.0825110150000015	1	1	0	0	0	0	1	0	0	0	0	1	1	0	0	0	0	1	1	0	0	0	0	1	1	0	0	0	0	0	0	1	1	0	0	1	1	0	0	2	2	1	1	0	0	0	0	1	0	0	0	0	1	1	0	0	0	0	1	1	0	0	0	0	1	1	0	0	0	0	0	0	1	1	0	0	1	1	0	0	2	2	2	0	0.681844	-0.0160764999999987	2.392956e-06	9.710544e-07	22.2222222222222	18.1818181818182	4.04040404040404	20.2020202020202	35.3535353535354
TCGA-NP-A5B3	74	alive	male	kidney chromophobe	black or african american	NA	NA	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	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	NA	NA	NA	NA	NA	NA	NA	NA	NA
TCGA-NP-A5GY	75	deceased	female	kidney chromophobe	white	NA	NA	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	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	NA	NA	NA	NA	NA	NA	NA	NA	NA
TCGA-NP-A5GZ	50	alive	female	kidney chromophobe	white	NA	NA	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	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	NA	NA	NA	NA	NA	NA	NA	NA	NA
TCGA-NP-A5H1	66	alive	female	kidney chromophobe	white	NA	NA	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	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	NA	NA	NA	NA	NA	NA	NA	NA	NA
TCGA-NP-A5H5	79	alive	female	kidney chromophobe	white	NA	NA	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	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	NA	NA	NA	NA	NA	NA	NA	NA	NA
TCGA-NP-A5H6	49	alive	male	kidney chromophobe	white	NA	NA	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	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	NA	NA	NA	NA	NA	NA	NA	NA	NA
TCGA-NP-A5H7	40	alive	female	kidney chromophobe	white	NA	NA	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	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	NA	NA	NA	NA	NA	NA	NA	NA	NA
TCGA-UW-A72H	48	alive	male	kidney chromophobe	white	NA	NA	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	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	NA	NA	NA	NA	NA	NA	NA	NA	NA
TCGA-UW-A72I	50	alive	female	kidney chromophobe	white	NA	NA	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	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	NA	NA	NA	NA	NA	NA	NA	NA	NA
TCGA-UW-A72J	42	alive	female	kidney chromophobe	black or african american	NA	NA	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	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	NA	NA	NA	NA	NA	NA	NA	NA	NA
TCGA-UW-A72K	52	alive	male	kidney chromophobe	white	NA	NA	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	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	NA	NA	NA	NA	NA	NA	NA	NA	NA
TCGA-UW-A72L	51	alive	female	kidney chromophobe	white	NA	NA	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	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	NA	NA	NA	NA	NA	NA	NA	NA	NA
TCGA-UW-A72M	44	alive	male	kidney chromophobe	white	NA	NA	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	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	NA	NA	NA	NA	NA	NA	NA	NA	NA
TCGA-UW-A72N	45	alive	male	kidney chromophobe	white	NA	NA	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	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	NA	NA	NA	NA	NA	NA	NA	NA	NA
TCGA-UW-A72O	38	alive	male	kidney chromophobe	white	NA	NA	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	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	NA	NA	NA	NA	NA	NA	NA	NA	NA
TCGA-UW-A72P	61	alive	female	kidney chromophobe	white	NA	NA	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	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	NA	NA	NA	NA	NA	NA	NA	NA	NA
TCGA-UW-A72Q	56	alive	male	kidney chromophobe	white	NA	NA	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	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	NA	NA	NA	NA	NA	NA	NA	NA	NA
TCGA-UW-A72R	29	alive	female	kidney chromophobe	black or african american	NA	NA	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	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	NA	NA	NA	NA	NA	NA	NA	NA	NA
TCGA-UW-A72S	43	alive	female	kidney chromophobe	white	NA	NA	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	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	NA	NA	NA	NA	NA	NA	NA	NA	NA
TCGA-UW-A72T	57	alive	male	kidney chromophobe	white	NA	NA	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	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	NA	NA	NA	NA	NA	NA	NA	NA	NA
TCGA-UW-A7GC	75	deceased	female	kidney chromophobe	white	NA	NA	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	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	NA	NA	NA	NA	NA	NA	NA	NA	NA
TCGA-UW-A7GG	44	alive	female	kidney chromophobe	white	NA	NA	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	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	NA	NA	NA	NA	NA	NA	NA	NA	NA
TCGA-UW-A7GI	58	alive	male	kidney chromophobe	white	NA	NA	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	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	NA	NA	NA	NA	NA	NA	NA	NA	NA
TCGA-UW-A7GJ	52	alive	female	kidney chromophobe	black or african american	NA	NA	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	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	NA	NA	NA	NA	NA	NA	NA	NA	NA
TCGA-UW-A7GK	74	alive	female	kidney chromophobe	white	NA	NA	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	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	NA	NA	NA	NA	NA	NA	NA	NA	NA
TCGA-UW-A7GL	47	alive	male	kidney chromophobe	white	NA	NA	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	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	NA	NA	NA	NA	NA	NA	NA	NA	NA
TCGA-UW-A7GN	31	alive	male	kidney chromophobe	white	NA	NA	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	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	NA	NA	NA	NA	NA	NA	NA	NA	NA
TCGA-UW-A7GP	40	alive	male	kidney chromophobe	white	NA	NA	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	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	NA	NA	NA	NA	NA	NA	NA	NA	NA
TCGA-UW-A7GR	44	alive	female	kidney chromophobe	white	NA	NA	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	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	NA	NA	NA	NA	NA	NA	NA	NA	NA
TCGA-UW-A7GU	75	alive	male	kidney chromophobe	black or african american	NA	NA	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	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	NA	NA	NA	NA	NA	NA	NA	NA	NA
TCGA-UW-A7GX	45	alive	male	kidney chromophobe	black or african american	NA	NA	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	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	NA	NA	NA	NA	NA	NA	NA	NA	NA
TCGA-UW-A7GY	57	alive	female	kidney chromophobe	white	NA	NA	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	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	NA	NA	NA	NA	NA	NA	NA	NA	NA
all_q	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	0.06381048	0.0357557	0.08072739	0.03887213	4.879687e-07	0.09604635	2.02649e-12	0.0357557	0.386699507389163	0.269551128242755	0.149823804811513	0.466085124787847	0.354624285103975	0.587545940220633	0.512353497036174	0.68901695971526	0.995	0.995	0.995	0.995	0.661	0.776	0.995	0.661	0.661	0.317	0.317	0.995	0.995	0.661	0.661	0.661	0.995	0.995	0.995	0.285	0.317	0.995	0.621	0.995	0.995	0.995	0.995	0.285	0.317	0.995	0.995	0.995	0.995	0.285	0.317	0.661	0.661	0.995	0.995	0.776	0.885	0	0	1	1	1	1	2.4e-13	1	1	1	1	0	0	1	1	1	1	0	0	1	1	5.28e-09	1	1.01e-15	1.18e-13	1	1	1	1	1	1	0	0	1	1	1	1	1	1	3.86e-12	7.61e-11	0.21756	0.21756	0.121094339207808	0.879202984750194	NA	NA	NA	NA	NA	NA	NA
