Hybridization REF	tcga-kl-8328	tcga-kl-8339	tcga-km-8439	tcga-km-8441	tcga-km-8442	tcga-km-a7q7	tcga-km-a7qi	tcga-km-a7qj	tcga-km-a7qk	tcga-kn-8430	tcga-ko-8411	tcga-uw-a72t	tcga-uw-a7gc	tcga-uw-a7gl	tcga-uw-a7gr	tcga-kl-8323	tcga-kl-8324	tcga-kl-8325	tcga-kl-8326	tcga-kl-8327	tcga-kl-8329	tcga-kl-8330	tcga-kl-8331	tcga-kl-8332	tcga-kl-8333	tcga-kl-8334	tcga-kl-8335	tcga-kl-8336	tcga-kl-8337	tcga-kl-8338	tcga-kl-8340	tcga-kl-8341	tcga-kl-8342	tcga-kl-8343	tcga-kl-8344	tcga-kl-8345	tcga-kl-8346	tcga-km-8438	tcga-km-8440	tcga-km-8443	tcga-km-8476	tcga-km-8477	tcga-km-8639	tcga-km-a7q6	tcga-km-a7q8	tcga-km-a7q9	tcga-km-a7qa	tcga-km-a7qb	tcga-km-a7qc	tcga-km-a7qd	tcga-km-a7qe	tcga-km-a7qg	tcga-km-a7qh	tcga-km-a7ql	tcga-kn-8418	tcga-kn-8419	tcga-kn-8421	tcga-kn-8422	tcga-kn-8423	tcga-kn-8424	tcga-kn-8425	tcga-kn-8426	tcga-kn-8427	tcga-kn-8428	tcga-kn-8429	tcga-kn-8431	tcga-kn-8432	tcga-kn-8433	tcga-kn-8434	tcga-kn-8435	tcga-kn-8436	tcga-kn-8437	tcga-ko-8403	tcga-ko-8404	tcga-ko-8405	tcga-ko-8406	tcga-ko-8407	tcga-ko-8408	tcga-ko-8409	tcga-ko-8410	tcga-ko-8413	tcga-ko-8414	tcga-ko-8415	tcga-ko-8416	tcga-ko-8417	tcga-np-a5b3	tcga-np-a5gy	tcga-np-a5gz	tcga-np-a5h1	tcga-np-a5h5	tcga-np-a5h6	tcga-np-a5h7	tcga-uw-a72h	tcga-uw-a72i	tcga-uw-a72j	tcga-uw-a72k	tcga-uw-a72l	tcga-uw-a72m	tcga-uw-a72n	tcga-uw-a72o	tcga-uw-a72p	tcga-uw-a72q	tcga-uw-a72r	tcga-uw-a72s	tcga-uw-a7gg	tcga-uw-a7gi	tcga-uw-a7gj	tcga-uw-a7gk	tcga-uw-a7gn	tcga-uw-a7gp	tcga-uw-a7gu	tcga-uw-a7gx	tcga-uw-a7gy
Composite Element REF	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value	value
years_to_birth	60	67	30	61	38	45	50	67	53	75	58	57	75	47	44	57	67	56	69	46	57	44	48	55	69	37	67	51	26	51	34	41	45	72	51	75	62	45	37	57	47	56	67	36	45	55	18	47	33	57	59	55	39	36	41	43	47	28	44	42	53	50	54	71	38	35	86	46	65	59	62	42	49	78	29	17	42	47	69	74	46	50	44	41	30	74	75	50	66	79	49	40	48	50	42	52	51	44	45	38	61	56	29	43	44	58	52	74	31	40	75	45	57
vital_status	0	1	0	0	0	0	0	0	0	1	0	0	1	0	0	1	0	1	0	0	0	0	0	0	0	0	0	1	0	0	0	1	0	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	1	0	0	0	1	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
days_to_death	NA	855	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	236	NA	NA	1158	NA	725	NA	NA	NA	NA	NA	NA	NA	NA	NA	920	NA	NA	NA	754	NA	2172	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	407	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	1590	NA	NA	NA	NA	NA	NA	NA	NA	NA	325	NA	NA	NA	507	NA	NA	NA	NA	NA	NA	NA	NA	22	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA
days_to_last_followup	3127	NA	708	876	1437	1688	2108	807	1101	NA	3958	387	NA	3130	3109	NA	4676	NA	3322	4169	2752	3304	3010	2582	2991	2949	2815	NA	1364	2633	2024	NA	2248	NA	876	1665	1897	4622	1366	1520	3745	1553	953	106	NA	450	513	1094	1961	1506	1100	1653	5132	730	3935	714	2674	775	788	1983	3179	108	30	NA	2650	588	76	341	1797	3498	1288	3068	3208	NA	3056	3145	2820	NA	3180	3136	3038	3212	2939	2752	2815	1069	NA	980	959	6	809	22	1153	26	1205	159	901	911	397	633	769	607	229	546	1327	3641	3614	2238	3036	2440	1644	1266	1032
tumor_tissue_site	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney	kidney
pathologic_stage	stage ii	stage iv	stage i	stage i	stage ii	stage i	stage i	stage i	stage i	stage i	stage i	stage iii	stage i	stage ii	stage iv	stage iii	stage ii	stage ii	stage iii	stage i	stage i	stage ii	stage ii	stage i	stage ii	stage iii	stage iii	stage iv	stage ii	stage iii	stage ii	stage iv	stage ii	stage iii	stage iii	stage iii	stage ii	stage ii	stage iii	stage ii	stage i	stage i	stage i	stage i	stage iii	stage i	stage ii	stage i	stage i	stage i	stage i	stage i	stage i	stage i	stage ii	stage ii	stage ii	stage i	stage i	stage i	stage i	stage iv	stage iv	stage ii	stage iii	stage ii	stage ii	stage iii	stage ii	stage ii	stage ii	stage i	stage i	stage iv	stage iii	stage i	stage ii	stage iii	stage ii	stage i	stage i	stage ii	stage i	stage iii	stage i	stage i	stage i	stage ii	stage i	stage i	stage ii	stage ii	stage iii	stage i	stage i	stage i	stage i	stage i	stage i	stage i	stage i	stage i	stage i	stage i	stage ii	stage i	stage iii	stage i	stage iii	stage ii	stage i	stage ii	stage i
pathology_T_stage	t2b	t3a	t1b	t1b	t2	t1a	t1a	t1a	t1b	t1b	t1b	t3a	t1b	t2	t1b	t3b	t2	t2	t3a	t1b	t1b	t2b	t2	t1b	t2	t3a	t3a	t3b	t2	t3a	t2	t3b	t2b	t3	t3a	t3a	t2b	t2	t3a	t2	t1	t1a	t1a	t1b	t3	t1b	t2a	t1b	t1a	t1a	t1a	t1a	t1	t1a	t2	t2	t2	t1a	t1b	t1b	t1b	t3a	t4	t2	t3a	t2	t2b	t3a	t2	t2	t2	t1a	t1a	t4	t3a	t1	t2	t3a	t2b	t1b	t1	t2	t1	t3a	t1	t1a	t1a	t2a	t1a	t1b	t2a	t2b	t3a	t1b	t1b	t1a	t1a	t1a	t1a	t1b	t1a	t1b	t1b	t1b	t2	t1a	t3a	t1a	t3a	t2	t1a	t2a	t1b
pathology_N_stage	n0	n1	nx	nx	nx	nx	nx	nx	nx	n0	nx	nx	n0	nx	n0	nx	nx	nx	n0	n0	n0	n0	n0	n0	n0	n0	n0	n2	n0	n0	n0	n2	n0	n0	n0	n0	n0	n0	nx	n0	nx	nx	nx	nx	n1	nx	n0	n0	n0	nx	nx	n0	nx	nx	n0	n0	n0	n0	n0	n0	n0	nx	n1	n0	n0	nx	nx	nx	nx	nx	nx	nx	nx	nx	n0	n0	n0	n1	n0	n0	n0	n0	n0	n0	n0	nx	nx	nx	nx	nx	nx	nx	nx	nx	nx	nx	nx	nx	nx	nx	nx	nx	n0	nx	nx	nx	nx	nx	nx	nx	nx	nx	n0
pathology_M_stage	m0	m1	mx	mx	mx	NA	NA	NA	NA	NA	m0	NA	NA	NA	NA	m0	m0	m0	m0	m0	m0	m0	m0	m0	m0	m0	m0	m0	m0	m0	m0	m0	m0	m0	m0	m0	m0	mx	mx	mx	mx	mx	mx	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	m1	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	m0	m0	m0	NA	m0	m0	m0	m0	m0	m0	m0	mx	mx	mx	mx	mx	mx	mx	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA
gender	male	male	male	female	male	female	female	male	male	male	male	male	female	male	female	female	female	female	male	female	female	female	female	male	male	female	male	female	male	male	male	male	female	male	male	male	male	female	male	male	male	male	male	male	male	male	male	male	female	female	female	female	male	female	female	male	female	female	male	female	male	male	male	male	female	female	female	female	female	male	male	female	male	male	male	female	male	male	male	female	male	female	female	male	female	male	female	female	female	female	male	female	male	female	female	male	female	male	male	male	female	male	female	female	female	male	female	female	male	male	male	male	female
date_of_initial_pathologic_diagnosis	2003	2006	2011	2011	2009	2008	2007	2006	2012	2007	2004	2013	2013	2005	2005	2000	2000	2000	2001	2001	2003	2003	2004	2004	2005	2005	2005	2006	2006	2006	2006	2006	2006	2007	2007	2008	2008	2000	2009	2009	2002	2005	2005	2013	2012	2012	2012	2007	2008	2010	2010	2009	1999	2010	2002	2004	2004	2005	2005	2005	2005	2006	2006	2006	2006	2007	2010	2008	2009	2004	2009	2006	2005	2005	2005	2005	2005	2004	2004	2004	2006	2006	2007	2007	2007	2011	2011	2011	2011	2012	2012	2011	2011	2011	2011	2011	2012	2012	2012	2012	2012	2012	2013	2013	2002	2003	2004	2005	2005	2006	2008	2011	2011
radiation_therapy	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	NA	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no	no
karnofsky_performance_score	NA	NA	100	90	90	100	100	100	70	NA	100	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	100	100	100	100	90	100	100	90	90	90	100	100	90	90	100	100	100	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	100	NA	NA	NA	100	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	100	NA	NA	NA	NA	NA	NA	90	90	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA
histological_type	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe	kidney chromophobe
number_pack_years_smoked	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	1	NA	NA	NA	NA	35	NA	NA	NA	NA	27	NA	NA	NA	NA	10	NA	NA	NA	6	NA	NA	NA	NA	NA	NA	20	15	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	48	NA	NA	NA	24	NA	NA	NA	NA	NA	NA	NA	NA	NA	75	3	NA	NA	NA	NA	27	NA	50	NA	NA	NA	NA	NA	NA	30	25	NA	30	NA	30	NA	25	NA	NA	NA	NA	NA	NA	15	NA	NA	NA	NA	10	NA
year_of_tobacco_smoking_onset	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	1977	NA	NA	NA	NA	1961	NA	NA	NA	NA	1986	NA	NA	NA	1949	NA	NA	NA	NA	NA	NA	1965	1997	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	1984	NA	NA	NA	NA	NA	NA	NA	NA	NA	1971	1997	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	1980	1986	NA	1981	NA	1982	NA	1987	NA	NA	NA	NA	NA	NA	1978	NA	NA	NA	NA	1991	1973
race	white	white	white	white	NA	black or african american	white	asian	white	white	white	white	white	white	white	white	white	white	white	white	asian	black or african american	white	white	white	white	white	white	black or african american	white	white	asian	white	white	white	white	white	white	black or african american	white	white	white	white	white	white	white	white	black or african american	white	asian	white	white	white	white	white	black or african american	white	white	white	white	white	white	white	white	white	NA	white	white	white	white	white	white	white	white	white	white	white	white	white	white	white	white	white	white	white	black or african american	white	white	white	white	white	white	white	white	black or african american	white	white	white	white	white	white	white	black or african american	white	white	white	black or african american	white	white	white	black or african american	black or african american	white
ethnicity	NA	NA	not hispanic or latino	not hispanic or latino	hispanic or latino	not hispanic or latino	not hispanic or latino	not hispanic or latino	not hispanic or latino	not hispanic or latino	not hispanic or latino	not hispanic or latino	not hispanic or latino	NA	NA	NA	NA	NA	NA	NA	NA	not hispanic or latino	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	not hispanic or latino	NA	NA	NA	not hispanic or latino	not hispanic or latino	not hispanic or latino	not hispanic or latino	not hispanic or latino	not hispanic or latino	not hispanic or latino	not hispanic or latino	not hispanic or latino	hispanic or latino	not hispanic or latino	not hispanic or latino	not hispanic or latino	hispanic or latino	not hispanic or latino	not hispanic or latino	not hispanic or latino	NA	not hispanic or latino	not hispanic or latino	NA	not hispanic or latino	NA	NA	NA	NA	not hispanic or latino	NA	NA	not hispanic or latino	not hispanic or latino	not hispanic or latino	not hispanic or latino	not hispanic or latino	not hispanic or latino	not hispanic or latino	not hispanic or latino	hispanic or latino	not hispanic or latino	not hispanic or latino	not hispanic or latino	not hispanic or latino	not hispanic or latino	hispanic or latino	not hispanic or latino	hispanic or latino	not hispanic or latino	not hispanic or latino	not hispanic or latino	not hispanic or latino	NA	hispanic or latino	not hispanic or latino	not hispanic or latino	not hispanic or latino	not hispanic or latino	not hispanic or latino	not hispanic or latino	not hispanic or latino	not hispanic or latino	not hispanic or latino	not hispanic or latino	not hispanic or latino	not hispanic or latino	not hispanic or latino	not hispanic or latino	hispanic or latino	NA	not hispanic or latino	not hispanic or latino	NA	NA	NA	NA	not hispanic or latino	not hispanic or latino