GRAND

Hover over the bar plot to get the GO term. Differentially targeted genes and TFs were computed by comparing a cancer network to all other cancers.

Tool description

PANDA reconstructs a gene regulatory network using TF PPI, TF DNA binding motif, and gene expression samples. LIONESS reconstructs patient-specific PANDA networks for each gene expression sample. To download patient-specific networks, you can check the phenotypic information of the TCGA dataset. You can also select the networks by clinical variables or download all the samples in a single file.

#	Tissue	Tool	netZoo release	Network	Regulator	nReg	Genes	Data	Samples	Precision
1	Kidney renal clear cell carcinoma	PANDA	netZooPy 0.9.13	Adj Code Vis	TF	997	21315	TCGA	512	D
2	Kidney renal clear cell carcinoma	PANDA-LIONESS	netZooPy 0.9.13	Adj Code Vis	TF	997	21315	TCGA	512	D
3	Kidney renal clear cell carcinoma	PANDA	netZooR 0.9	Adj Code Vis	TF	644	29375	TCGA	534	D

Variable description

This is a description of the primary clinical variables of the gene expression samples that were used to generate the gene regulatory network.

Sample	Gender	Race	Stage	Vital status	Age	Days to last follow up	Tumor ID	Network
TCGA-B2-3923-01A	MALE	WHITE	Stage II	Alive	59	179	KIRC	NA
TCGA-B2-3924-01A	MALE	WHITE	Stage I	Alive	73	195	KIRC	Adj82.5 MBVis
TCGA-B2-5633-01A	MALE	WHITE	Stage I	Alive	56	214	KIRC	NA
TCGA-B2-5635-01A	MALE	WHITE	Stage I	Alive	74	315	KIRC	NA
TCGA-A3-3308-01A	FEMALE	WHITE	Stage III	Alive	77	16	KIRC	Adj82.5 MBVis
TCGA-CJ-5672-01A	MALE	WHITE	Stage I	Dead	84	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-CJ-5680-01A	FEMALE	WHITE	Stage IV	Dead	65	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-CZ-5465-01A	FEMALE	[Not Available]	Stage III	Alive	76	1377	KIRC	Adj82.5 MBVis
TCGA-B0-5096-01A	FEMALE	WHITE	Stage III	Dead	72	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-B8-4153-01B	MALE	WHITE	Stage III	Alive	74	405	KIRC	Adj82.5 MBVis
TCGA-BP-4964-01A	FEMALE	WHITE	Stage I	Alive	54	1862	KIRC	Adj82.5 MBVis
TCGA-A3-3324-01A	MALE	WHITE	Stage I	Alive	51	1186	KIRC	Adj82.5 MBVis
TCGA-CJ-4644-01A	FEMALE	WHITE	Stage IV	Dead	48	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-B0-5088-01A	MALE	WHITE	Stage I	Dead	53	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-BP-4169-01A	FEMALE	WHITE	Stage II	Dead	76	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-BP-4177-01A	MALE	WHITE	Stage I	Alive	65	1670	KIRC	Adj82.5 MBVis
TCGA-AK-3428-01A	MALE	WHITE	Stage III	Alive	62	2223	KIRC	Adj82.5 MBVis
TCGA-CJ-5689-01A	MALE	WHITE	Stage I	Dead	90	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-CJ-4634-01A	FEMALE	WHITE	Stage I	Alive	60	1820	KIRC	Adj82.5 MBVis
TCGA-BP-4774-01A	FEMALE	WHITE	Stage I	Alive	57	1885	KIRC	Adj82.5 MBVis
TCGA-CZ-4856-01A	FEMALE	WHITE	Stage I	Alive	62	18	KIRC	Adj82.5 MBVis
TCGA-BP-4959-01A	MALE	WHITE	Stage I	Alive	49	2660	KIRC	Adj82.5 MBVis
TCGA-B0-5100-01A	MALE	BLACK OR AFRICAN AMERICAN	Stage III	Dead	72	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-CJ-4872-01A	MALE	WHITE	Stage I	Alive	51	1435	KIRC	Adj82.5 MBVis
TCGA-CZ-4854-01A	MALE	WHITE	Stage I	Dead	68	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-BP-4768-01A	FEMALE	WHITE	Stage I	Alive	72	400	KIRC	Adj82.5 MBVis
TCGA-CZ-5982-01A	FEMALE	WHITE	Stage I	Alive	59	2042	KIRC	NA
TCGA-BP-4174-01A	MALE	WHITE	Stage II	Alive	49	1879	KIRC	Adj82.5 MBVis
TCGA-BP-4325-01A	FEMALE	WHITE	Stage I	Alive	64	2964	KIRC	Adj82.5 MBVis
TCGA-BP-4801-01A	MALE	WHITE	Stage I	Alive	57	1124	KIRC	Adj82.5 MBVis
TCGA-MM-A563-01A	MALE	BLACK OR AFRICAN AMERICAN	[Discrepancy]	Alive	41	268	KIRC	Adj82.5 MBVis
TCGA-BP-4331-01A	MALE	WHITE	Stage I	Dead	52	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-B0-5697-01A	MALE	WHITE	Stage I	Alive	50	1135	KIRC	Adj82.5 MBVis
TCGA-B0-4839-01A	FEMALE	WHITE	Stage I	Dead	80	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-CJ-4889-01A	FEMALE	WHITE	Stage I	Alive	63	1946	KIRC	NA
TCGA-B4-5836-01A	FEMALE	WHITE	Stage I	Alive	61	141	KIRC	Adj82.5 MBVis
TCGA-B8-4620-01A	FEMALE	WHITE	Stage III	Alive	70	226	KIRC	NA
TCGA-MM-A84U-01A	FEMALE	BLACK OR AFRICAN AMERICAN	Stage I	Alive	58	337	KIRC	Adj82.5 MBVis
TCGA-CJ-5686-01A	FEMALE	WHITE	Stage I	Alive	59	2038	KIRC	Adj82.5 MBVis
TCGA-CW-5585-01A	MALE	WHITE	Stage IV	Alive	51	2609	KIRC	Adj82.5 MBVis
TCGA-B2-4101-01A	MALE	WHITE	Stage II	Alive	52	90	KIRC	Adj82.5 MBVis
TCGA-BP-4962-01A	MALE	WHITE	Stage II	Alive	58	1785	KIRC	Adj82.5 MBVis
TCGA-CZ-5460-01A	MALE	WHITE	Stage IV	Alive	55	1430	KIRC	Adj82.5 MBVis
TCGA-CZ-5459-01A	MALE	WHITE	Stage III	Alive	63	1515	KIRC	Adj82.5 MBVis
TCGA-BP-5168-01A	MALE	WHITE	Stage I	Dead	75	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-BP-4781-01A	MALE	WHITE	Stage I	Alive	78	2080	KIRC	Adj82.5 MBVis
TCGA-B8-5553-01A	FEMALE	WHITE	Stage I	Alive	67	14	KIRC	Adj82.5 MBVis
TCGA-B0-4945-01A	FEMALE	WHITE	Stage I	Dead	75	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-CJ-4905-01A	FEMALE	WHITE	Stage I	Alive	62	1496	KIRC	Adj82.5 MBVis
TCGA-BP-5178-01A	MALE	WHITE	Stage IV	Dead	71	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-BP-4799-01A	MALE	WHITE	Stage III	Dead	70	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-B0-4691-01A	MALE	WHITE	Stage IV	Dead	55	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-CW-5588-01A	FEMALE	WHITE	Stage I	Alive	78	2017	KIRC	Adj82.5 MBVis
TCGA-B8-5164-01A	MALE	WHITE	Stage III	Alive	65	23	KIRC	Adj82.5 MBVis
TCGA-BP-4798-01A	MALE	WHITE	[Discrepancy]	Dead	74	[Not Available]	KIRC	NA
TCGA-BP-4970-01A	MALE	ASIAN	Stage III	Alive	44	433	KIRC	Adj82.5 MBVis
TCGA-CJ-4876-01A	MALE	WHITE	Stage II	Alive	57	1955	KIRC	Adj82.5 MBVis
TCGA-CJ-4871-01A	MALE	WHITE	Stage IV	Alive	63	2423	KIRC	Adj82.5 MBVis
TCGA-B0-5690-01A	FEMALE	WHITE	Stage I	Alive	53	2180	KIRC	NA
TCGA-CJ-4900-01A	FEMALE	WHITE	Stage IV	Dead	69	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-BP-4967-01A	MALE	WHITE	Stage III	Alive	76	205	KIRC	Adj82.5 MBVis
TCGA-MW-A4EC-01A	FEMALE	BLACK OR AFRICAN AMERICAN	Stage I	Alive	72	330	KIRC	Adj82.5 MBVis
TCGA-B0-5115-01A	MALE	WHITE	Stage IV	Alive	43	91	KIRC	Adj82.5 MBVis
TCGA-BP-4961-01A	MALE	WHITE	Stage I	Alive	47	1935	KIRC	Adj82.5 MBVis
TCGA-CZ-5451-01A	MALE	WHITE	Stage II	Alive	74	1668	KIRC	Adj82.5 MBVis
TCGA-A3-3378-01A	MALE	WHITE	Stage I	Alive	60	630	KIRC	Adj82.5 MBVis
TCGA-B0-5080-01A	MALE	WHITE	Stage IV	Dead	63	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-CZ-5461-01A	MALE	WHITE	Stage IV	Dead	52	330	KIRC	Adj82.5 MBVis
TCGA-CW-6087-01A	MALE	WHITE	Stage IV	Dead	61	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-B0-4690-01A	MALE	WHITE	Stage IV	Dead	65	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-BP-4986-01A	MALE	WHITE	Stage I	Alive	75	785	KIRC	Adj82.5 MBVis
TCGA-CJ-4870-01A	FEMALE	BLACK OR AFRICAN AMERICAN	Stage III	Alive	58	1498	KIRC	Adj82.5 MBVis
TCGA-CJ-6031-01A	MALE	WHITE	Stage I	Alive	54	1906	KIRC	Adj82.5 MBVis
TCGA-B0-5097-01A	FEMALE	WHITE	Stage III	Alive	59	151	KIRC	Adj82.5 MBVis
TCGA-B4-5844-01A	FEMALE	WHITE	Stage II	Alive	61	7	KIRC	Adj82.5 MBVis
TCGA-BP-4337-01A	FEMALE	WHITE	Stage III	Dead	76	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-BP-4782-01A	FEMALE	WHITE	Stage I	Alive	55	354	KIRC	Adj82.5 MBVis
TCGA-A3-3313-01A	MALE	BLACK OR AFRICAN AMERICAN	Stage I	Dead	59	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-CJ-5677-01A	FEMALE	WHITE	Stage IV	Dead	54	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-A3-3385-01A	FEMALE	WHITE	Stage I	Alive	46	726	KIRC	Adj82.5 MBVis
TCGA-B2-5633-01B	MALE	WHITE	Stage I	Alive	56	214	KIRC	NA
TCGA-BP-4989-01A	MALE	WHITE	Stage III	Alive	58	118	KIRC	Adj82.5 MBVis
TCGA-AK-3447-01A	MALE	WHITE	Stage II	Alive	83	1217	KIRC	Adj82.5 MBVis
TCGA-CZ-5452-01A	MALE	WHITE	Stage II	Alive	69	1556	KIRC	Adj82.5 MBVis
TCGA-BP-5175-01A	MALE	WHITE	Stage I	Alive	60	932	KIRC	Adj82.5 MBVis
TCGA-B0-4833-01A	FEMALE	WHITE	Stage I	Dead	82	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-B4-5377-01A	FEMALE	WHITE	Stage IV	Alive	68	291	KIRC	Adj82.5 MBVis
TCGA-CJ-5676-01A	MALE	WHITE	Stage III	Alive	47	2575	KIRC	NA
TCGA-CZ-4866-01A	FEMALE	WHITE	Stage I	Alive	79	1768	KIRC	Adj82.5 MBVis
TCGA-BP-5200-01A	MALE	WHITE	Stage II	Alive	44	881	KIRC	Adj82.5 MBVis
TCGA-AK-3427-01A	MALE	WHITE	Stage I	Alive	65	2566	KIRC	Adj82.5 MBVis
TCGA-B0-5109-01A	MALE	WHITE	Stage III	Dead	69	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-B0-5701-01A	MALE	WHITE	Stage III	Alive	65	1276	KIRC	Adj82.5 MBVis
TCGA-BP-4803-01A	MALE	WHITE	Stage III	Alive	79	204	KIRC	Adj82.5 MBVis
TCGA-BP-4993-01A	MALE	WHITE	Stage I	Alive	58	177	KIRC	Adj82.5 MBVis
TCGA-CJ-6028-01A	MALE	WHITE	Stage IV	Dead	58	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-CJ-4643-01A	FEMALE	WHITE	Stage II	Alive	67	1793	KIRC	Adj82.5 MBVis
TCGA-B8-A54D-01A	MALE	BLACK OR AFRICAN AMERICAN	Stage III	Alive	69	452	KIRC	Adj82.5 MBVis
TCGA-BP-4166-01A	MALE	WHITE	Stage III	Alive	69	13	KIRC	Adj82.5 MBVis
TCGA-B0-5121-01A	MALE	WHITE	Stage I	Alive	56	186	KIRC	Adj82.5 MBVis
TCGA-CJ-4639-01A	FEMALE	WHITE	Stage II	Alive	49	2308	KIRC	Adj82.5 MBVis
TCGA-B0-5711-01A	MALE	WHITE	Stage III	Alive	50	2553	KIRC	Adj82.5 MBVis
TCGA-DV-5569-01A	FEMALE	WHITE	Stage I	Alive	29	355	KIRC	Adj82.5 MBVis
TCGA-BP-4759-01A	MALE	WHITE	Stage I	Alive	50	2324	KIRC	Adj82.5 MBVis
TCGA-BP-5196-01A	MALE	WHITE	Stage I	Alive	53	1018	KIRC	Adj82.5 MBVis
TCGA-B0-5081-01A	FEMALE	WHITE	Stage III	Dead	79	[Not Available]	KIRC	NA
TCGA-B0-5693-01A	FEMALE	WHITE	Stage I	Alive	47	1852	KIRC	Adj82.5 MBVis
TCGA-AK-3451-01A	MALE	WHITE	Stage II	Alive	48	1481	KIRC	Adj82.5 MBVis
TCGA-AK-3440-01A	MALE	WHITE	Stage I	Alive	58	1745	KIRC	Adj82.5 MBVis
TCGA-B0-4852-01A	FEMALE	WHITE	Stage II	Dead	78	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-BP-5174-01A	FEMALE	WHITE	Stage I	Alive	45	2257	KIRC	Adj82.5 MBVis
TCGA-BP-5173-01A	MALE	WHITE	Stage I	Dead	75	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-A3-3316-01A	MALE	WHITE	Stage II	Alive	57	1493	KIRC	Adj82.5 MBVis
TCGA-BP-4173-01A	MALE	WHITE	Stage II	Alive	47	1893	KIRC	Adj82.5 MBVis
TCGA-B0-4842-01A	FEMALE	WHITE	Stage III	Dead	73	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-B4-5832-01A	MALE	WHITE	Stage III	Alive	65	7	KIRC	Adj82.5 MBVis
TCGA-A3-A6NI-01A	MALE	BLACK OR AFRICAN AMERICAN	Stage I	Alive	47	20	KIRC	Adj82.5 MBVis
TCGA-BP-5169-01A	MALE	WHITE	Stage I	Alive	70	193	KIRC	Adj82.5 MBVis
TCGA-DV-A4VX-01A	MALE	BLACK OR AFRICAN AMERICAN	Stage IV	Dead	59	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-G6-A8L6-01A	MALE	BLACK OR AFRICAN AMERICAN	Stage IV	Alive	55	305	KIRC	Adj82.5 MBVis
TCGA-B0-5399-01A	MALE	WHITE	Stage I	Alive	46	190	KIRC	Adj82.5 MBVis
TCGA-BP-4338-01A	MALE	WHITE	Stage I	Alive	43	2746	KIRC	Adj82.5 MBVis
TCGA-BP-4353-01A	MALE	WHITE	Stage I	Dead	61	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-A3-3370-01A	FEMALE	WHITE	Stage I	Alive	48	776	KIRC	Adj82.5 MBVis
TCGA-BP-4968-01A	MALE	WHITE	Stage I	Alive	40	1746	KIRC	Adj82.5 MBVis
TCGA-CJ-4890-01A	MALE	WHITE	Stage IV	Alive	72	2085	KIRC	Adj82.5 MBVis
TCGA-BP-5004-01A	MALE	WHITE	Stage I	Alive	53	1126	KIRC	Adj82.5 MBVis
TCGA-BP-4975-01A	MALE	WHITE	Stage I	Alive	40	1433	KIRC	Adj82.5 MBVis
TCGA-A3-3372-01A	MALE	WHITE	Stage III	Alive	64	735	KIRC	Adj82.5 MBVis
TCGA-CJ-4869-01A	MALE	WHITE	Stage III	Alive	49	2554	KIRC	Adj82.5 MBVis
TCGA-CJ-4920-01A	FEMALE	WHITE	Stage I	Dead	64	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-BP-4766-01A	FEMALE	WHITE	Stage I	Alive	43	1461	KIRC	Adj82.5 MBVis
TCGA-GK-A6C7-01A	FEMALE	BLACK OR AFRICAN AMERICAN	Stage I	Alive	76	61	KIRC	Adj82.5 MBVis
TCGA-B0-4819-01A	FEMALE	WHITE	Stage IV	Dead	60	183	KIRC	Adj82.5 MBVis
TCGA-DV-A4W0-01A	MALE	BLACK OR AFRICAN AMERICAN	Stage I	Alive	55	2008	KIRC	NA
TCGA-BP-5192-01A	MALE	WHITE	Stage I	Alive	59	714	KIRC	Adj82.5 MBVis
TCGA-DV-5566-01A	FEMALE	WHITE	Stage I	Alive	67	1398	KIRC	Adj82.5 MBVis
TCGA-BP-4326-01A	FEMALE	WHITE	Stage I	[Discrepancy]	53	1625	KIRC	Adj82.5 MBVis
TCGA-B2-5636-01A	MALE	WHITE	Stage I	Alive	79	258	KIRC	Adj82.5 MBVis
TCGA-DV-5573-01A	MALE	WHITE	Stage I	Alive	41	1130	KIRC	Adj82.5 MBVis
TCGA-CW-5584-01A	MALE	WHITE	Stage III	Dead	74	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-BP-4352-01A	FEMALE	WHITE	Stage IV	Dead	74	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-B0-4706-01A	MALE	WHITE	Stage III	Dead	61	26	KIRC	Adj82.5 MBVis
TCGA-A3-A8OW-01A	MALE	BLACK OR AFRICAN AMERICAN	Stage III	Alive	37	1	KIRC	Adj82.5 MBVis
TCGA-CJ-4893-01A	FEMALE	WHITE	Stage I	Alive	76	750	KIRC	Adj82.5 MBVis
TCGA-B0-5705-01A	FEMALE	WHITE	Stage I	Alive	65	3335	KIRC	Adj82.5 MBVis
TCGA-CJ-4642-01B	MALE	WHITE	Stage II	Alive	47	1618	KIRC	Adj82.5 MBVis
TCGA-DV-5575-01A	FEMALE	WHITE	Stage I	Alive	52	1006	KIRC	Adj82.5 MBVis
TCGA-BP-4977-01A	MALE	WHITE	Stage I	Alive	57	454	KIRC	Adj82.5 MBVis
TCGA-CZ-5988-01A	MALE	WHITE	Stage I	Alive	38	693	KIRC	Adj82.5 MBVis
TCGA-CJ-6027-01A	MALE	WHITE	Stage I	Alive	77	1855	KIRC	Adj82.5 MBVis
TCGA-A3-3311-01A	MALE	[Not Available]	Stage I	Dead	57	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-CZ-5456-01A	MALE	WHITE	Stage II	Alive	57	1558	KIRC	NA
TCGA-BP-5177-01A	FEMALE	WHITE	Stage I	Alive	46	293	KIRC	Adj82.5 MBVis
TCGA-A3-3343-01A	MALE	WHITE	Stage II	Alive	79	945	KIRC	Adj82.5 MBVis
TCGA-B0-4816-01A	MALE	WHITE	Stage II	Dead	49	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-BP-5180-01A	MALE	WHITE	Stage I	Alive	53	1892	KIRC	Adj82.5 MBVis
TCGA-B4-5843-01A	MALE	WHITE	Stage I	Alive	45	11	KIRC	Adj82.5 MBVis
TCGA-BP-4804-01A	MALE	WHITE	Stage I	Alive	59	1459	KIRC	Adj82.5 MBVis
TCGA-AK-3426-01A	MALE	WHITE	Stage III	Dead	37	[Not Available]	KIRC	NA
TCGA-BP-4982-01A	MALE	WHITE	Stage I	Alive	42	1014	KIRC	Adj82.5 MBVis
TCGA-B8-5552-01B	FEMALE	WHITE	Stage I	Alive	41	219	KIRC	Adj82.5 MBVis
TCGA-CJ-5671-01A	MALE	WHITE	Stage I	Alive	51	1943	KIRC	Adj82.5 MBVis
TCGA-B0-5702-01A	MALE	WHITE	Stage I	Alive	71	1158	KIRC	Adj82.5 MBVis
TCGA-B0-5700-01A	MALE	WHITE	Stage I	Alive	77	375	KIRC	Adj82.5 MBVis
TCGA-B2-5639-01A	MALE	WHITE	Stage IV	Alive	46	248	KIRC	Adj82.5 MBVis
TCGA-CW-5591-01A	MALE	WHITE	Stage IV	Alive	56	2271	KIRC	Adj82.5 MBVis
TCGA-B0-4821-01A	FEMALE	ASIAN	Stage III	Dead	68	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-AK-3465-01A	FEMALE	BLACK OR AFRICAN AMERICAN	Stage I	Alive	71	369	KIRC	Adj82.5 MBVis
TCGA-CZ-4860-01A	MALE	WHITE	Stage IV	Dead	60	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-B4-5834-01A	MALE	WHITE	Stage I	Alive	59	38	KIRC	Adj82.5 MBVis
TCGA-CZ-4864-01A	MALE	WHITE	Stage II	Dead	86	[Not Available]	KIRC	NA
TCGA-CJ-5675-01A	MALE	WHITE	Stage II	Alive	70	2430	KIRC	Adj82.5 MBVis
TCGA-CW-6097-01A	MALE	WHITE	Stage III	Dead	32	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-A3-3331-01A	FEMALE	WHITE	Stage I	Alive	86	1257	KIRC	Adj82.5 MBVis
TCGA-CZ-5987-01A	MALE	WHITE	Stage IV	Dead	60	[Not Available]	KIRC	NA
TCGA-A3-3359-01A	FEMALE	WHITE	Stage I	Alive	82	1286	KIRC	Adj82.5 MBVis
TCGA-CJ-5682-01A	MALE	WHITE	Stage IV	Alive	60	1883	KIRC	Adj82.5 MBVis
TCGA-B0-5402-01A	MALE	WHITE	Stage IV	Alive	64	10	KIRC	NA
TCGA-BP-4343-01A	MALE	WHITE	Stage III	Dead	64	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-CZ-4865-01A	FEMALE	WHITE	Stage I	Dead	70	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-EU-5904-01A	FEMALE	WHITE	Stage I	Alive	47	551	KIRC	Adj82.5 MBVis
TCGA-A3-3358-01A	FEMALE	WHITE	Stage I	Alive	57	1307	KIRC	NA
TCGA-A3-A8CQ-01A	FEMALE	BLACK OR AFRICAN AMERICAN	Stage I	Alive	59	3	KIRC	Adj82.5 MBVis
TCGA-A3-3325-01A	MALE	WHITE	Stage I	Alive	52	751	KIRC	Adj82.5 MBVis
TCGA-CJ-4886-01A	FEMALE	WHITE	Stage I	Alive	42	1952	KIRC	Adj82.5 MBVis
TCGA-B4-5838-01A	MALE	WHITE	[Discrepancy]	Alive	52	166	KIRC	Adj82.5 MBVis
TCGA-BP-4332-01A	MALE	WHITE	Stage III	Alive	36	1133	KIRC	Adj82.5 MBVis
TCGA-A3-A8OV-01A	MALE	BLACK OR AFRICAN AMERICAN	Stage I	Alive	75	0	KIRC	Adj82.5 MBVis
TCGA-CZ-5468-01A	MALE	WHITE	Stage IV	Dead	84	59	KIRC	NA
TCGA-B0-4846-01A	MALE	WHITE	Stage IV	Dead	52	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-B0-5400-01A	FEMALE	WHITE	Stage III	Alive	59	677	KIRC	Adj82.5 MBVis
TCGA-BP-4762-01A	MALE	WHITE	Stage I	Dead	42	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-BP-4758-01A	MALE	WHITE	Stage I	Alive	40	2208	KIRC	Adj82.5 MBVis
TCGA-B0-5085-01A	FEMALE	WHITE	Stage III	Dead	76	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-CW-6088-01A	MALE	WHITE	Stage I	Alive	60	2311	KIRC	NA
TCGA-CJ-4912-01A	MALE	WHITE	Stage II	Alive	61	1657	KIRC	Adj82.5 MBVis
TCGA-B0-4836-01A	MALE	WHITE	Stage IV	Dead	61	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-A3-3374-01A	FEMALE	BLACK OR AFRICAN AMERICAN	Stage I	Alive	51	1314	KIRC	Adj82.5 MBVis
TCGA-AK-3450-01A	FEMALE	WHITE	Stage I	Alive	85	1499	KIRC	Adj82.5 MBVis
TCGA-B0-4701-01A	FEMALE	WHITE	Stage IV	Dead	66	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-BP-4985-01A	MALE	WHITE	Stage III	Dead	72	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-BP-4790-01A	MALE	WHITE	Stage I	Dead	76	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-A3-3376-01A	MALE	BLACK OR AFRICAN AMERICAN	Stage I	Alive	51	1070	KIRC	Adj82.5 MBVis
TCGA-B0-4813-01A	MALE	WHITE	Stage III	Dead	68	18	KIRC	Adj82.5 MBVis
TCGA-B8-4143-01A	FEMALE	WHITE	Stage IV	Dead	66	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-A3-3363-01A	MALE	ASIAN	Stage II	Alive	50	319	KIRC	Adj82.5 MBVis
TCGA-B0-4838-01A	FEMALE	WHITE	Stage I	Dead	69	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-B0-5699-01A	MALE	WHITE	Stage I	Alive	53	2426	KIRC	NA
TCGA-6D-AA2E-01A	FEMALE	BLACK OR AFRICAN AMERICAN	Stage I	Alive	68	135	KIRC	Adj82.5 MBVis
TCGA-G6-A5PC-01A	FEMALE	BLACK OR AFRICAN AMERICAN	Stage IV	Dead	54	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-AK-3429-01A	FEMALE	WHITE	Stage II	Alive	54	2017	KIRC	Adj82.5 MBVis
TCGA-B0-4817-01A	MALE	WHITE	Stage III	Dead	81	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-CZ-5470-01A	FEMALE	[Not Available]	Stage II	Alive	72	0	KIRC	NA
TCGA-A3-A8OU-01A	FEMALE	BLACK OR AFRICAN AMERICAN	Stage I	Alive	74	0	KIRC	Adj82.5 MBVis
TCGA-B0-5706-01A	MALE	WHITE	Stage II	Alive	45	2414	KIRC	Adj82.5 MBVis
TCGA-CJ-5679-01A	MALE	WHITE	Stage III	Dead	73	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-CZ-4853-01A	MALE	WHITE	Stage I	Alive	82	774	KIRC	Adj82.5 MBVis
TCGA-A3-3307-01A	MALE	[Not Available]	Stage III	Alive	66	1436	KIRC	Adj82.5 MBVis
TCGA-A3-A6NL-01A	FEMALE	BLACK OR AFRICAN AMERICAN	Stage I	Alive	49	0	KIRC	Adj82.5 MBVis
TCGA-A3-3387-01A	MALE	WHITE	Stage I	Alive	49	617	KIRC	NA
TCGA-CJ-4888-01A	MALE	WHITE	Stage IV	Dead	59	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-B0-4834-01A	MALE	WHITE	Stage I	Dead	49	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-B0-4811-01A	MALE	WHITE	Stage III	Dead	48	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-BP-4965-01A	MALE	WHITE	Stage I	Alive	46	1871	KIRC	Adj82.5 MBVis
TCGA-BP-4340-01A	FEMALE	WHITE	Stage I	Dead	70	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-B0-5108-01A	MALE	WHITE	Stage III	Alive	54	162	KIRC	Adj82.5 MBVis
TCGA-CZ-5455-01A	MALE	WHITE	Stage IV	Dead	63	[Not Available]	KIRC	NA
TCGA-B0-5102-01A	FEMALE	WHITE	Stage I	Dead	74	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-B2-4098-01A	FEMALE	BLACK OR AFRICAN AMERICAN	Stage I	Dead	72	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-B0-4697-01A	FEMALE	WHITE	Stage IV	Dead	46	[Not Available]	KIRC	NA
TCGA-AK-3433-01A	FEMALE	WHITE	Stage II	Alive	48	2192	KIRC	Adj82.5 MBVis
TCGA-CJ-4874-01A	FEMALE	WHITE	Stage I	Alive	73	2283	KIRC	Adj82.5 MBVis
TCGA-DV-5576-01A	FEMALE	BLACK OR AFRICAN AMERICAN	Stage I	Dead	55	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-B8-5159-01A	FEMALE	WHITE	Stage I	Alive	61	133	KIRC	Adj82.5 MBVis
TCGA-B0-4700-01A	MALE	WHITE	Stage IV	Dead	60	[Not Available]	KIRC	NA
TCGA-T7-A92I-01A	FEMALE	BLACK OR AFRICAN AMERICAN	Stage I	Alive	47	-2	KIRC	Adj82.5 MBVis
TCGA-B0-5709-01A	FEMALE	WHITE	Stage III	Alive	62	2358	KIRC	Adj82.5 MBVis
TCGA-B8-5163-01A	FEMALE	WHITE	Stage III	Alive	63	4	KIRC	Adj82.5 MBVis
TCGA-BP-4170-01A	FEMALE	WHITE	Stage I	Dead	72	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-DV-5567-01A	FEMALE	BLACK OR AFRICAN AMERICAN	Stage I	Alive	40	910	KIRC	Adj82.5 MBVis
TCGA-CJ-4637-01A	FEMALE	WHITE	Stage IV	Dead	52	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-B0-4688-01A	MALE	WHITE	Stage IV	Dead	46	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-BP-4960-01A	MALE	WHITE	Stage II	Alive	46	2172	KIRC	Adj82.5 MBVis
TCGA-BP-5001-01A	FEMALE	WHITE	Stage I	Alive	43	1177	KIRC	Adj82.5 MBVis
TCGA-BP-4164-01A	FEMALE	WHITE	Stage III	Dead	51	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-BP-4763-01A	FEMALE	WHITE	Stage I	Dead	79	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-AK-3460-01A	MALE	WHITE	Stage I	Alive	58	951	KIRC	Adj82.5 MBVis
TCGA-BP-4335-01A	FEMALE	WHITE	Stage IV	Dead	65	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-BP-5010-01A	MALE	WHITE	Stage III	Dead	63	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-CJ-4881-01A	MALE	WHITE	Stage III	Alive	41	2014	KIRC	Adj82.5 MBVis
TCGA-BP-4344-01A	FEMALE	WHITE	Stage I	Alive	75	1666	KIRC	Adj82.5 MBVis
TCGA-BP-4995-01A	MALE	WHITE	Stage I	Alive	68	1371	KIRC	Adj82.5 MBVis
TCGA-BP-4999-01A	MALE	WHITE	Stage I	Alive	56	1266	KIRC	Adj82.5 MBVis
TCGA-BP-5000-01A	MALE	WHITE	Stage I	Alive	40	563	KIRC	Adj82.5 MBVis
TCGA-A3-3382-01A	MALE	WHITE	Stage I	Alive	69	574	KIRC	Adj82.5 MBVis
TCGA-CW-5581-01A	MALE	WHITE	Stage I	Alive	44	2799	KIRC	Adj82.5 MBVis
TCGA-AK-3456-01A	MALE	BLACK OR AFRICAN AMERICAN	Stage II	Alive	48	47	KIRC	Adj82.5 MBVis
TCGA-BP-4776-01A	MALE	WHITE	Stage I	Alive	52	411	KIRC	Adj82.5 MBVis
TCGA-B0-5703-01A	MALE	WHITE	Stage I	Alive	73	263	KIRC	NA
TCGA-BP-4334-01A	MALE	WHITE	Stage III	[Discrepancy]	56	645	KIRC	Adj82.5 MBVis
TCGA-A3-3367-01A	MALE	WHITE	Stage I	Alive	72	1054	KIRC	Adj82.5 MBVis
TCGA-BP-5176-01A	FEMALE	WHITE	Stage I	Dead	78	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-BP-5201-01A	MALE	WHITE	Stage IV	Alive	63	951	KIRC	Adj82.5 MBVis
TCGA-CW-6090-01A	MALE	WHITE	Stage I	Alive	68	2308	KIRC	Adj82.5 MBVis
TCGA-CZ-4858-01A	MALE	WHITE	Stage II	Alive	39	1943	KIRC	Adj82.5 MBVis
TCGA-CZ-5464-01A	MALE	WHITE	Stage IV	Alive	69	1492	KIRC	Adj82.5 MBVis
TCGA-A3-3380-01A	MALE	[Not Available]	Stage I	Alive	54	567	KIRC	Adj82.5 MBVis
TCGA-BP-4351-01A	FEMALE	WHITE	Stage III	Alive	51	970	KIRC	Adj82.5 MBVis
TCGA-DV-5565-01A	MALE	WHITE	Stage I	Alive	59	1329	KIRC	Adj82.5 MBVis
TCGA-B8-A54F-01A	FEMALE	BLACK OR AFRICAN AMERICAN	Stage I	Alive	49	208	KIRC	Adj82.5 MBVis
TCGA-BP-4167-01A	MALE	WHITE	Stage III	Alive	59	2718	KIRC	Adj82.5 MBVis
TCGA-EU-5906-01A	MALE	WHITE	Stage I	Alive	55	206	KIRC	Adj82.5 MBVis
TCGA-B2-3923-01B	MALE	WHITE	Stage II	Alive	59	179	KIRC	NA
TCGA-CW-5590-01A	MALE	WHITE	Stage IV	Dead	51	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-B8-4146-01B	FEMALE	WHITE	Stage I	Alive	41	511	KIRC	Adj82.5 MBVis
TCGA-A3-3349-01A	FEMALE	WHITE	Stage I	Alive	34	1385	KIRC	Adj82.5 MBVis
TCGA-A3-3352-01A	MALE	WHITE	Stage III	Dead	74	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-B0-4849-01A	MALE	WHITE	Stage III	Dead	51	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-BP-4991-01A	MALE	WHITE	Stage I	Alive	54	1044	KIRC	Adj82.5 MBVis
TCGA-B0-5713-01A	FEMALE	WHITE	Stage III	Alive	75	1865	KIRC	Adj82.5 MBVis
TCGA-BP-5186-01A	FEMALE	WHITE	Stage I	Alive	50	693	KIRC	Adj82.5 MBVis
TCGA-CJ-4885-01A	MALE	WHITE	Stage IV	Alive	64	2125	KIRC	Adj82.5 MBVis
TCGA-G6-A8L8-01A	FEMALE	BLACK OR AFRICAN AMERICAN	Stage I	Alive	62	474	KIRC	Adj82.5 MBVis
TCGA-B2-3924-01B	MALE	WHITE	Stage I	Alive	73	195	KIRC	NA
TCGA-CZ-5454-01A	MALE	WHITE	Stage IV	Dead	63	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-CJ-4873-01A	FEMALE	WHITE	Stage III	Alive	85	1776	KIRC	Adj82.5 MBVis
TCGA-B4-5835-01A	FEMALE	WHITE	Stage I	Alive	64	16	KIRC	Adj82.5 MBVis
TCGA-BP-4973-01A	MALE	WHITE	Stage III	Alive	47	1384	KIRC	Adj82.5 MBVis
TCGA-B0-5812-01A	MALE	WHITE	Stage I	Alive	53	2325	KIRC	Adj82.5 MBVis
TCGA-CJ-4641-01A	FEMALE	WHITE	Stage IV	Dead	55	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-B0-5710-01A	MALE	WHITE	Stage I	Alive	57	957	KIRC	Adj82.5 MBVis
TCGA-BP-4992-01A	MALE	WHITE	Stage I	Alive	66	501	KIRC	Adj82.5 MBVis
TCGA-A3-A8OX-01A	FEMALE	BLACK OR AFRICAN AMERICAN	Stage I	Alive	65	0	KIRC	Adj82.5 MBVis
TCGA-B0-5695-01A	FEMALE	WHITE	Stage I	Alive	61	1042	KIRC	Adj82.5 MBVis
TCGA-B0-5691-01A	FEMALE	WHITE	Stage I	Alive	66	2781	KIRC	Adj82.5 MBVis
TCGA-AK-3425-01A	MALE	WHITE	Stage I	Alive	68	3343	KIRC	NA
TCGA-BP-4347-01A	MALE	WHITE	Stage III	Alive	74	1367	KIRC	Adj82.5 MBVis
TCGA-BP-4354-01A	MALE	WHITE	Stage IV	Dead	40	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-BP-4345-01A	MALE	WHITE	Stage III	Alive	62	1516	KIRC	NA
TCGA-CJ-6032-01A	FEMALE	WHITE	Stage II	Alive	63	2548	KIRC	Adj82.5 MBVis
TCGA-BP-4355-01A	FEMALE	WHITE	Stage III	Dead	59	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-B8-5550-01A	MALE	WHITE	Stage III	Alive	71	197	KIRC	Adj82.5 MBVis
TCGA-BP-4163-01A	FEMALE	WHITE	Stage III	Alive	60	2839	KIRC	Adj82.5 MBVis
TCGA-CZ-4863-01A	FEMALE	WHITE	Stage III	Alive	51	1691	KIRC	NA
TCGA-BP-4971-01A	MALE	WHITE	Stage III	Alive	40	1487	KIRC	Adj82.5 MBVis
TCGA-BP-4327-01A	FEMALE	WHITE	Stage II	Dead	75	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-A3-3323-01A	MALE	WHITE	Stage I	Alive	53	1106	KIRC	Adj82.5 MBVis
TCGA-CJ-4636-01A	MALE	WHITE	Stage III	Alive	51	1924	KIRC	Adj82.5 MBVis
TCGA-BP-4974-01A	MALE	WHITE	Stage IV	Dead	58	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-B0-5098-01A	FEMALE	BLACK OR AFRICAN AMERICAN	Stage I	Dead	53	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-B0-5707-01A	FEMALE	WHITE	Stage I	Alive	39	2592	KIRC	Adj82.5 MBVis
TCGA-A3-3335-01A	MALE	WHITE	Stage II	Alive	41	665	KIRC	Adj82.5 MBVis
TCGA-CJ-4640-01A	MALE	WHITE	Stage III	Alive	49	1998	KIRC	Adj82.5 MBVis
TCGA-G6-A8L7-01A	FEMALE	BLACK OR AFRICAN AMERICAN	Stage I	Alive	81	1727	KIRC	Adj82.5 MBVis
TCGA-B8-4622-01A	MALE	WHITE	Stage IV	Alive	57	181	KIRC	NA
TCGA-B0-5094-01A	MALE	WHITE	Stage IV	Dead	62	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-CZ-5469-01A	MALE	WHITE	Stage II	Dead	41	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-BP-4342-01A	MALE	WHITE	Stage II	Dead	79	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-B8-A54I-01A	MALE	BLACK OR AFRICAN AMERICAN	Stage I	Alive	48	150	KIRC	Adj82.5 MBVis
TCGA-CJ-4884-01A	FEMALE	WHITE	Stage III	Alive	72	994	KIRC	Adj82.5 MBVis
TCGA-BP-5181-01A	FEMALE	WHITE	Stage I	Alive	58	1495	KIRC	Adj82.5 MBVis
TCGA-A3-3362-01A	FEMALE	WHITE	Stage I	Alive	60	1559	KIRC	Adj82.5 MBVis
TCGA-B0-5712-01A	FEMALE	BLACK OR AFRICAN AMERICAN	Stage IV	Alive	68	2438	KIRC	NA
TCGA-A3-3373-01A	FEMALE	WHITE	Stage I	Alive	54	334	KIRC	Adj82.5 MBVis
TCGA-A3-3365-01A	MALE	WHITE	Stage I	Alive	46	873	KIRC	Adj82.5 MBVis
TCGA-BP-4976-01A	MALE	WHITE	Stage I	Alive	77	1632	KIRC	Adj82.5 MBVis
TCGA-DV-5568-01A	MALE	WHITE	Stage I	Alive	26	370	KIRC	Adj82.5 MBVis
TCGA-CZ-4859-01A	FEMALE	WHITE	Stage I	Alive	59	1787	KIRC	Adj82.5 MBVis
TCGA-BP-5183-01A	MALE	WHITE	Stage III	Alive	57	1102	KIRC	Adj82.5 MBVis
TCGA-BP-4761-01A	MALE	WHITE	Stage III	Alive	57	182	KIRC	Adj82.5 MBVis
TCGA-B8-5162-01A	MALE	WHITE	Stage II	Alive	62	22	KIRC	Adj82.5 MBVis
TCGA-BP-4771-01A	MALE	WHITE	Stage IV	Dead	62	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-CJ-4908-01A	MALE	WHITE	Stage I	Alive	38	1531	KIRC	Adj82.5 MBVis
TCGA-BP-5184-01A	MALE	WHITE	Stage I	Alive	54	1133	KIRC	Adj82.5 MBVis
TCGA-B0-4699-01A	MALE	WHITE	Stage IV	Dead	74	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-A3-A6NN-01A	MALE	BLACK OR AFRICAN AMERICAN	Stage I	Alive	78	3	KIRC	Adj82.5 MBVis
TCGA-CJ-4868-01A	MALE	WHITE	Stage IV	Dead	42	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-B0-5075-01A	FEMALE	WHITE	Stage III	Dead	77	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-A3-3306-01A	MALE	WHITE	Stage I	Alive	67	1120	KIRC	Adj82.5 MBVis
TCGA-B8-5546-01A	FEMALE	BLACK OR AFRICAN AMERICAN	Stage I	Alive	38	14	KIRC	Adj82.5 MBVis
TCGA-BP-5202-01A	MALE	WHITE	Stage III	Alive	75	29	KIRC	Adj82.5 MBVis
TCGA-BP-4981-01A	FEMALE	WHITE	Stage III	Dead	75	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-B0-4693-01A	FEMALE	WHITE	Stage III	Dead	72	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-B8-A7U6-01A	FEMALE	BLACK OR AFRICAN AMERICAN	Stage I	Alive	54	110	KIRC	Adj82.5 MBVis
TCGA-BP-5194-01A	MALE	WHITE	Stage I	Alive	39	408	KIRC	Adj82.5 MBVis
TCGA-A3-3320-01A	FEMALE	WHITE	Stage I	Alive	52	1508	KIRC	Adj82.5 MBVis
TCGA-BP-4341-01A	MALE	WHITE	Stage III	Dead	67	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-BP-4969-01A	FEMALE	WHITE	Stage I	Alive	63	1794	KIRC	Adj82.5 MBVis
TCGA-B0-5116-01A	MALE	WHITE	Stage III	Alive	52	103	KIRC	Adj82.5 MBVis
TCGA-B0-5692-01A	FEMALE	WHITE	Stage III	Alive	66	1487	KIRC	Adj82.5 MBVis
TCGA-B0-4815-01A	MALE	WHITE	Stage III	Dead	65	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-B0-4814-01A	MALE	WHITE	Stage IV	Dead	58	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-B0-4698-01A	MALE	WHITE	Stage IV	Dead	75	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-B8-A54G-01A	MALE	BLACK OR AFRICAN AMERICAN	Stage I	Alive	50	53	KIRC	Adj82.5 MBVis
TCGA-BP-4760-01A	MALE	BLACK OR AFRICAN AMERICAN	Stage I	Alive	69	2249	KIRC	Adj82.5 MBVis
TCGA-CJ-4901-01A	MALE	WHITE	Stage III	Alive	47	1450	KIRC	Adj82.5 MBVis
TCGA-CJ-4878-01A	FEMALE	WHITE	Stage III	Alive	71	2186	KIRC	Adj82.5 MBVis
TCGA-B0-4843-01A	MALE	WHITE	Stage III	Dead	57	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-B0-4841-01A	MALE	WHITE	Stage IV	Dead	63	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-CJ-4891-01A	FEMALE	WHITE	Stage III	Dead	57	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-CJ-4907-01A	MALE	WHITE	Stage III	Alive	58	1499	KIRC	Adj82.5 MBVis
TCGA-A3-3351-01A	MALE	WHITE	Stage II	Alive	42	910	KIRC	Adj82.5 MBVis
TCGA-B0-5104-01A	FEMALE	WHITE	Stage I	Dead	90	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-B0-5099-01A	FEMALE	WHITE	Stage III	Dead	88	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-BP-4165-01A	FEMALE	WHITE	Stage I	Alive	64	2946	KIRC	Adj82.5 MBVis
TCGA-A3-3328-01A	MALE	WHITE	Stage I	Alive	79	785	KIRC	Adj82.5 MBVis
TCGA-B8-A54K-01A	MALE	BLACK OR AFRICAN AMERICAN	Stage I	Alive	61	18	KIRC	Adj82.5 MBVis
TCGA-BP-4987-01A	FEMALE	ASIAN	Stage I	Alive	41	1124	KIRC	Adj82.5 MBVis
TCGA-BP-5008-01A	MALE	WHITE	Stage I	Alive	46	1071	KIRC	Adj82.5 MBVis
TCGA-A3-3357-01A	MALE	WHITE	Stage II	Alive	62	1425	KIRC	Adj82.5 MBVis
TCGA-BP-5198-01A	MALE	WHITE	Stage III	Alive	72	603	KIRC	Adj82.5 MBVis
TCGA-B0-4810-01A	MALE	WHITE	Stage III	Dead	47	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-EU-5905-01A	FEMALE	WHITE	Stage I	Alive	67	119	KIRC	Adj82.5 MBVis
TCGA-BP-4994-01A	MALE	WHITE	Stage I	Alive	54	1308	KIRC	Adj82.5 MBVis
TCGA-BP-5170-01A	MALE	WHITE	Stage I	Alive	55	2412	KIRC	Adj82.5 MBVis
TCGA-CW-5583-01A	FEMALE	WHITE	Stage I	Alive	51	2489	KIRC	Adj82.5 MBVis
TCGA-AS-3777-01A	MALE	WHITE	Stage I	Alive	63	40	KIRC	Adj82.5 MBVis
TCGA-B0-4818-01A	FEMALE	WHITE	Stage II	Dead	68	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-BP-4998-01A	MALE	ASIAN	Stage I	Alive	49	932	KIRC	Adj82.5 MBVis
TCGA-CJ-4899-01A	MALE	ASIAN	Stage I	Alive	42	1528	KIRC	Adj82.5 MBVis
TCGA-B2-4099-01A	MALE	WHITE	Stage I	Alive	83	111	KIRC	Adj82.5 MBVis
TCGA-MM-A564-01A	MALE	BLACK OR AFRICAN AMERICAN	Stage II	Alive	68	234	KIRC	Adj82.5 MBVis
TCGA-B0-5106-01A	MALE	WHITE	Stage I	Dead	64	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-B8-5165-01A	MALE	WHITE	Stage I	Alive	43	8	KIRC	Adj82.5 MBVis
TCGA-B0-5694-01A	MALE	WHITE	Stage III	Dead	71	[Not Available]	KIRC	NA
TCGA-CJ-4897-01A	FEMALE	WHITE	Stage III	Alive	79	1808	KIRC	Adj82.5 MBVis
TCGA-B8-A8YJ-01A	FEMALE	BLACK OR AFRICAN AMERICAN	Stage I	Alive	60	24	KIRC	Adj82.5 MBVis
TCGA-BP-4770-01A	FEMALE	WHITE	Stage IV	Dead	73	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-BP-4784-01A	FEMALE	WHITE	Stage I	Alive	67	1854	KIRC	Adj82.5 MBVis
TCGA-B0-5113-01A	FEMALE	WHITE	Stage III	Alive	69	22	KIRC	Adj82.5 MBVis
TCGA-CJ-4875-01A	MALE	WHITE	Stage IV	Alive	67	2353	KIRC	Adj82.5 MBVis
TCGA-B0-5696-01A	MALE	WHITE	Stage III	Alive	69	944	KIRC	Adj82.5 MBVis
TCGA-A3-3317-01A	MALE	[Not Available]	Stage II	Alive	67	1491	KIRC	Adj82.5 MBVis
TCGA-B0-5077-01A	MALE	WHITE	Stage I	Dead	77	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-CW-6093-01A	MALE	WHITE	Stage I	Alive	73	2431	KIRC	Adj82.5 MBVis
TCGA-BP-4963-01A	MALE	WHITE	Stage I	Alive	63	1834	KIRC	Adj82.5 MBVis
TCGA-BP-4789-01A	MALE	WHITE	Stage I	Alive	48	1489	KIRC	Adj82.5 MBVis
TCGA-B0-4694-01A	MALE	WHITE	Stage III	Dead	72	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-AK-3431-01A	FEMALE	WHITE	Stage II	Alive	62	1853	KIRC	Adj82.5 MBVis
TCGA-BP-5199-01A	MALE	WHITE	Stage II	Alive	58	1355	KIRC	Adj82.5 MBVis
TCGA-B0-5698-01A	MALE	BLACK OR AFRICAN AMERICAN	Stage I	Alive	77	2181	KIRC	Adj82.5 MBVis
TCGA-CW-5587-01A	FEMALE	WHITE	Stage III	Alive	62	2226	KIRC	Adj82.5 MBVis
TCGA-CJ-4638-01A	FEMALE	WHITE	Stage IV	Dead	46	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-B0-5083-01A	MALE	WHITE	Stage I	Dead	63	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-CJ-4903-01A	MALE	WHITE	Stage I	Alive	50	1560	KIRC	Adj82.5 MBVis
TCGA-BP-5185-01A	MALE	WHITE	Stage I	Alive	56	1132	KIRC	Adj82.5 MBVis
TCGA-CZ-5466-01A	MALE	[Not Available]	Stage III	Alive	67	685	KIRC	Adj82.5 MBVis
TCGA-BP-5187-01A	MALE	WHITE	Stage I	Alive	54	406	KIRC	Adj82.5 MBVis
TCGA-DV-5574-01A	MALE	WHITE	Stage I	Alive	37	723	KIRC	Adj82.5 MBVis
TCGA-AK-3454-01A	MALE	WHITE	Stage I	Alive	84	874	KIRC	Adj82.5 MBVis
TCGA-BP-4797-01A	MALE	WHITE	Stage III	Alive	34	1107	KIRC	Adj82.5 MBVis
TCGA-CJ-5681-01A	FEMALE	WHITE	Stage IV	Dead	44	[Not Available]	KIRC	NA
TCGA-BP-4983-01A	FEMALE	ASIAN	Stage III	Alive	67	1413	KIRC	Adj82.5 MBVis
TCGA-BP-4349-01A	FEMALE	WHITE	Stage I	Alive	68	372	KIRC	Adj82.5 MBVis
TCGA-B0-4710-01A	FEMALE	WHITE	Stage III	Alive	75	5	KIRC	Adj82.5 MBVis
TCGA-A3-3319-01A	MALE	WHITE	Stage I	Alive	70	1130	KIRC	Adj82.5 MBVis
TCGA-B4-5378-01A	MALE	WHITE	Stage I	Alive	62	175	KIRC	Adj82.5 MBVis
TCGA-BP-4329-01A	MALE	WHITE	Stage III	[Discrepancy]	75	845	KIRC	Adj82.5 MBVis
TCGA-B0-4713-01A	FEMALE	WHITE	Stage III	Dead	76	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-AK-3434-01A	MALE	WHITE	Stage I	Alive	72	2087	KIRC	Adj82.5 MBVis
TCGA-AK-3455-01A	FEMALE	WHITE	Stage III	Dead	71	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-CZ-4861-01A	MALE	WHITE	Stage II	Dead	63	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-BP-5006-01A	MALE	WHITE	Stage I	Alive	61	840	KIRC	Adj82.5 MBVis
TCGA-CZ-5989-01A	MALE	WHITE	Stage II	Alive	60	1599	KIRC	NA
TCGA-B8-4151-01A	FEMALE	WHITE	Stage III	Alive	51	280	KIRC	Adj82.5 MBVis
TCGA-A3-3347-01A	FEMALE	WHITE	Stage III	Alive	76	1097	KIRC	Adj82.5 MBVis
TCGA-CJ-4918-01A	MALE	WHITE	Stage IV	Dead	64	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-BP-4162-01A	FEMALE	WHITE	Stage I	Alive	65	3074	KIRC	Adj82.5 MBVis
TCGA-CJ-4894-01A	MALE	WHITE	Stage III	Dead	58	841	KIRC	Adj82.5 MBVis
TCGA-CJ-4892-01A	FEMALE	WHITE	Stage I	Alive	65	1521	KIRC	Adj82.5 MBVis
TCGA-3Z-A93Z-01A	MALE	BLACK OR AFRICAN AMERICAN	Stage I	Alive	69	4	KIRC	Adj82.5 MBVis
TCGA-BP-5189-01A	MALE	WHITE	Stage I	Dead	60	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-B8-4621-01A	MALE	BLACK OR AFRICAN AMERICAN	Stage I	Alive	63	215	KIRC	Adj82.5 MBVis
TCGA-B8-5551-01A	FEMALE	BLACK OR AFRICAN AMERICAN	Stage I	Alive	65	15	KIRC	NA
TCGA-BP-4330-01A	FEMALE	BLACK OR AFRICAN AMERICAN	Stage III	Alive	60	1888	KIRC	Adj82.5 MBVis
TCGA-B8-5545-01A	MALE	BLACK OR AFRICAN AMERICAN	Stage I	Alive	42	248	KIRC	Adj82.5 MBVis
TCGA-CJ-4887-01A	MALE	WHITE	Stage IV	Dead	48	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-BP-4176-01A	MALE	WHITE	Stage I	Alive	64	1955	KIRC	Adj82.5 MBVis
TCGA-B0-4823-01A	MALE	WHITE	Stage I	Dead	88	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-BP-4795-01A	FEMALE	WHITE	Stage I	Alive	74	620	KIRC	Adj82.5 MBVis
TCGA-CJ-4895-01A	MALE	WHITE	Stage IV	Dead	62	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-AK-3445-01A	MALE	WHITE	Stage III	Alive	69	1280	KIRC	Adj82.5 MBVis
TCGA-B0-5120-01A	FEMALE	WHITE	Stage I	Alive	72	55	KIRC	Adj82.5 MBVis
TCGA-CJ-4882-01A	MALE	BLACK OR AFRICAN AMERICAN	Stage III	Alive	57	1883	KIRC	Adj82.5 MBVis
TCGA-AK-3436-01A	MALE	WHITE	Stage IV	Alive	40	2044	KIRC	Adj82.5 MBVis
TCGA-CW-5580-01A	FEMALE	WHITE	Stage IV	Dead	73	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-B8-4148-01A	FEMALE	WHITE	Stage I	Alive	63	379	KIRC	Adj82.5 MBVis
TCGA-B8-4154-01A	FEMALE	WHITE	Stage I	Alive	73	255	KIRC	Adj82.5 MBVis
TCGA-BP-4765-01A	MALE	WHITE	Stage I	Alive	43	2184	KIRC	Adj82.5 MBVis
TCGA-BP-4777-01A	MALE	WHITE	Stage I	Alive	46	1731	KIRC	Adj82.5 MBVis
TCGA-AS-3778-01A	MALE	WHITE	Stage I	Alive	35	0	KIRC	Adj82.5 MBVis
TCGA-B0-5095-01A	MALE	WHITE	Stage III	Dead	81	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-CZ-5985-01A	MALE	WHITE	Stage II	Alive	58	1629	KIRC	Adj82.5 MBVis
TCGA-BP-5195-01A	MALE	WHITE	Stage I	Alive	75	749	KIRC	Adj82.5 MBVis
TCGA-B0-5119-01A	FEMALE	WHITE	Stage I	Alive	61	48	KIRC	Adj82.5 MBVis
TCGA-CZ-5458-01A	MALE	WHITE	Stage III	Alive	43	1558	KIRC	Adj82.5 MBVis
TCGA-B0-4822-01A	MALE	WHITE	Stage II	Dead	78	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-CW-5589-01A	MALE	WHITE	Stage I	Alive	52	2378	KIRC	Adj82.5 MBVis
TCGA-BP-5182-01A	MALE	WHITE	Stage I	Alive	56	1165	KIRC	Adj82.5 MBVis
TCGA-A3-3326-01A	MALE	WHITE	Stage I	Alive	47	1137	KIRC	Adj82.5 MBVis
TCGA-AK-3443-01A	MALE	WHITE	Stage II	Alive	45	1423	KIRC	Adj82.5 MBVis
TCGA-BP-4972-01A	FEMALE	WHITE	Stage III	Alive	43	1502	KIRC	Adj82.5 MBVis
TCGA-BP-4775-01A	FEMALE	WHITE	Stage I	Alive	55	1843	KIRC	Adj82.5 MBVis
TCGA-B0-4847-01A	MALE	WHITE	Stage IV	Dead	60	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-AK-3453-01A	FEMALE	WHITE	Stage II	Alive	58	1397	KIRC	Adj82.5 MBVis
TCGA-BP-5190-01A	MALE	WHITE	Stage I	Alive	61	1011	KIRC	Adj82.5 MBVis
TCGA-B8-A54E-01A	FEMALE	BLACK OR AFRICAN AMERICAN	Stage I	Alive	62	559	KIRC	Adj82.5 MBVis
TCGA-B8-A54H-01A	FEMALE	BLACK OR AFRICAN AMERICAN	Stage II	Alive	69	256	KIRC	Adj82.5 MBVis
TCGA-B0-4707-01A	MALE	WHITE	Stage III	Dead	63	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-B2-A4SR-01A	MALE	BLACK OR AFRICAN AMERICAN	Stage II	Alive	61	343	KIRC	Adj82.5 MBVis
TCGA-B8-4619-01A	MALE	WHITE	Stage I	Alive	58	19	KIRC	NA
TCGA-B0-4828-01A	MALE	WHITE	Stage IV	Dead	79	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-B0-4827-01A	FEMALE	WHITE	Stage III	Dead	77	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-BP-5191-01A	MALE	WHITE	Stage III	Alive	79	967	KIRC	Adj82.5 MBVis
TCGA-BP-4158-01A	MALE	WHITE	Stage I	Alive	69	3377	KIRC	Adj82.5 MBVis
TCGA-BP-5007-01A	MALE	WHITE	Stage II	Alive	45	1140	KIRC	Adj82.5 MBVis
TCGA-CZ-5463-01A	MALE	WHITE	Stage II	Alive	76	662	KIRC	NA
TCGA-B0-5092-01A	FEMALE	WHITE	Stage IV	Dead	53	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-A3-3322-01A	MALE	WHITE	Stage I	Alive	51	1478	KIRC	Adj82.5 MBVis
TCGA-CJ-4916-01A	FEMALE	WHITE	Stage III	Alive	69	1373	KIRC	Adj82.5 MBVis
TCGA-AK-3458-01A	MALE	WHITE	Stage I	Alive	48	1168	KIRC	Adj82.5 MBVis
TCGA-A3-3329-01A	MALE	WHITE	Stage I	Alive	75	706	KIRC	Adj82.5 MBVis
TCGA-A3-3383-01A	MALE	WHITE	Stage I	Alive	52	861	KIRC	Adj82.5 MBVis
TCGA-CJ-4635-01A	MALE	WHITE	Stage I	Alive	48	1416	KIRC	Adj82.5 MBVis
TCGA-A3-A6NJ-01A	FEMALE	BLACK OR AFRICAN AMERICAN	Stage I	Alive	57	0	KIRC	Adj82.5 MBVis
TCGA-B0-5084-01A	MALE	WHITE	Stage IV	Dead	33	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-BP-4769-01A	MALE	WHITE	Stage I	Alive	63	1876	KIRC	Adj82.5 MBVis
TCGA-BP-4160-01A	MALE	WHITE	Stage III	Alive	67	2881	KIRC	Adj82.5 MBVis
TCGA-B2-5641-01A	MALE	WHITE	Stage I	Alive	79	168	KIRC	Adj82.5 MBVis
TCGA-BP-4161-01A	MALE	WHITE	Stage I	Alive	74	2746	KIRC	Adj82.5 MBVis
TCGA-CZ-5457-01A	MALE	WHITE	Stage III	Alive	62	1547	KIRC	Adj82.5 MBVis
TCGA-B0-4718-01A	MALE	WHITE	Stage III	Alive	57	215	KIRC	Adj82.5 MBVis
TCGA-DV-A4VZ-01A	MALE	BLACK OR AFRICAN AMERICAN	Stage I	Alive	53	365	KIRC	Adj82.5 MBVis
TCGA-B8-A54J-01A	MALE	BLACK OR AFRICAN AMERICAN	Stage II	Alive	60	66	KIRC	Adj82.5 MBVis
TCGA-BP-5009-01A	MALE	WHITE	Stage I	Dead	52	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-CJ-5678-01A	MALE	BLACK OR AFRICAN AMERICAN	Stage IV	Dead	62	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-CZ-4857-01A	MALE	WHITE	Stage IV	Dead	56	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-CJ-6033-01A	FEMALE	WHITE	Stage IV	Dead	54	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-CZ-5984-01A	MALE	WHITE	Stage I	Alive	51	1491	KIRC	Adj82.5 MBVis
TCGA-B0-5110-01A	FEMALE	WHITE	Stage I	Alive	71	560	KIRC	Adj82.5 MBVis
TCGA-B0-4696-01A	MALE	WHITE	Stage III	Dead	58	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-B0-4844-01A	MALE	WHITE	Stage IV	Dead	60	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-B0-4714-01A	MALE	WHITE	Stage IV	Dead	81	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-B0-5117-01A	MALE	WHITE	Stage I	Alive	40	0	KIRC	Adj82.5 MBVis
TCGA-CZ-5467-01A	FEMALE	WHITE	Stage III	Dead	86	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-CZ-5453-01A	MALE	WHITE	Stage II	Alive	67	25	KIRC	Adj82.5 MBVis
TCGA-B0-4845-01A	MALE	WHITE	Stage IV	Dead	70	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-BP-4807-01A	MALE	WHITE	Stage I	Alive	42	211	KIRC	Adj82.5 MBVis
TCGA-CZ-4862-01A	MALE	WHITE	Stage I	Alive	46	1843	KIRC	Adj82.5 MBVis
TCGA-BP-4346-01A	MALE	WHITE	Stage III	Dead	57	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-B0-4712-01A	MALE	WHITE	Stage IV	Dead	76	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-CJ-4904-01A	FEMALE	WHITE	Stage IV	Alive	60	1792	KIRC	Adj82.5 MBVis
TCGA-CZ-5986-01A	MALE	WHITE	Stage I	Alive	61	373	KIRC	Adj82.5 MBVis
TCGA-A3-3346-01A	MALE	WHITE	Stage I	Dead	68	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-CJ-5684-01A	MALE	WHITE	Stage III	Alive	61	2231	KIRC	Adj82.5 MBVis
TCGA-CJ-4902-01A	MALE	WHITE	Stage III	Alive	61	1520	KIRC	Adj82.5 MBVis
TCGA-CJ-6030-01A	MALE	WHITE	Stage I	Dead	65	[Not Available]	KIRC	NA
TCGA-B0-4703-01A	MALE	WHITE	Stage IV	Dead	51	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-B0-4837-01A	MALE	WHITE	Stage I	Dead	63	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-AK-3461-01A	MALE	WHITE	Stage I	Alive	72	853	KIRC	Adj82.5 MBVis
TCGA-BP-4159-01A	MALE	WHITE	Stage I	Dead	70	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-B2-5635-01B	MALE	WHITE	Stage I	Alive	74	315	KIRC	NA
TCGA-CJ-5683-01A	MALE	WHITE	Stage I	Alive	78	1889	KIRC	Adj82.5 MBVis
TCGA-BP-4756-01A	FEMALE	ASIAN	Stage I	Alive	62	374	KIRC	Adj82.5 MBVis
TCGA-EU-5907-01A	MALE	WHITE	Stage III	Alive	81	127	KIRC	Adj82.5 MBVis
TCGA-B8-5549-01A	MALE	WHITE	Stage I	Alive	53	194	KIRC	Adj82.5 MBVis
TCGA-BP-4787-01A	FEMALE	WHITE	Stage IV	Dead	59	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-B0-5107-01A	FEMALE	WHITE	Stage IV	Dead	65	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-CZ-5462-01A	MALE	WHITE	Stage IV	Dead	83	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-B8-5158-01A	MALE	WHITE	Stage III	Alive	56	90	KIRC	Adj82.5 MBVis
TCGA-B0-4848-01A	MALE	WHITE	Stage III	Dead	54	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-B2-4102-01A	MALE	WHITE	Stage I	Alive	61	15	KIRC	Adj82.5 MBVis
TCGA-B0-4824-01A	FEMALE	WHITE	Stage I	Dead	49	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-A3-3358-11A	FEMALE	WHITE	Stage I	Alive	57	1307	KIRC	Adj82.5 MBVis
TCGA-A3-3387-11A	MALE	WHITE	Stage I	Alive	49	617	KIRC	Adj82.5 MBVis
TCGA-AK-3444-01A	FEMALE	WHITE	Stage I	Alive	80	1471	KIRC	Adj82.5 MBVis
TCGA-B0-5402-11A	MALE	WHITE	Stage IV	Alive	64	10	KIRC	Adj82.5 MBVis
TCGA-B0-5690-11A	FEMALE	WHITE	Stage I	Alive	53	2180	KIRC	Adj82.5 MBVis
TCGA-B0-5694-11A	MALE	WHITE	Stage III	Dead	71	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-B0-5699-11A	MALE	WHITE	Stage I	Alive	53	2426	KIRC	Adj82.5 MBVis
TCGA-B0-5703-11A	MALE	WHITE	Stage I	Alive	73	263	KIRC	Adj82.5 MBVis
TCGA-B0-5712-11A	FEMALE	BLACK OR AFRICAN AMERICAN	Stage IV	Alive	68	2438	KIRC	Adj82.5 MBVis
TCGA-B8-4619-11A	MALE	WHITE	Stage I	Alive	58	19	KIRC	Adj82.5 MBVis
TCGA-B8-4620-11A	FEMALE	WHITE	Stage III	Alive	70	226	KIRC	Adj82.5 MBVis
TCGA-B8-4622-11A	MALE	WHITE	Stage IV	Alive	57	181	KIRC	Adj82.5 MBVis
TCGA-BP-4988-01A	MALE	WHITE	Stage I	Dead	72	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-CJ-4923-01A	FEMALE	WHITE	Stage IV	Dead	63	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-CJ-5676-11A	MALE	WHITE	Stage III	Alive	47	2575	KIRC	Adj82.5 MBVis
TCGA-CJ-5681-11A	FEMALE	WHITE	Stage IV	Dead	44	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-CJ-6030-11A	MALE	WHITE	Stage I	Dead	65	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-CW-6088-11A	MALE	WHITE	Stage I	Alive	60	2311	KIRC	Adj82.5 MBVis
TCGA-CZ-4863-11A	FEMALE	WHITE	Stage III	Alive	51	1691	KIRC	Adj82.5 MBVis
TCGA-CZ-4864-11A	MALE	WHITE	Stage II	Dead	86	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-CZ-5455-11A	MALE	WHITE	Stage IV	Dead	63	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-CZ-5456-11A	MALE	WHITE	Stage II	Alive	57	1558	KIRC	Adj82.5 MBVis
TCGA-CZ-5463-11A	MALE	WHITE	Stage II	Alive	76	662	KIRC	Adj82.5 MBVis
TCGA-CZ-5468-11A	MALE	WHITE	Stage IV	Dead	84	59	KIRC	Adj82.5 MBVis
TCGA-CZ-5470-11A	FEMALE	[Not Available]	Stage II	Alive	72	0	KIRC	Adj82.5 MBVis
TCGA-CZ-5982-11A	FEMALE	WHITE	Stage I	Alive	59	2042	KIRC	Adj82.5 MBVis
TCGA-CZ-5987-11A	MALE	WHITE	Stage IV	Dead	60	[Not Available]	KIRC	Adj82.5 MBVis
TCGA-CZ-5989-11A	MALE	WHITE	Stage II	Alive	60	1599	KIRC	Adj82.5 MBVis
Sample	Gender	Race	Stage	Status	Age	Days to follow up	Tumor ID	Network

KIRC cancer networks

Networks

Tool description

Phenotypic information TCGA

Variable description