Expression of SPARC in renal cancer - The Human Protein Atlas

RENAL CANCER - Interactive survival scatter plotⁱ

The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.

The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".

Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.

Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.

& Survival analysisⁱ

SPARC is prognostic, high expression is unfavorable in renal cancer

Stage:

Survival analysis

Current cut offⁱ:
Best expression cut offⁱ: 119.2
Median expressionⁱ: N/A
Median follow up timeⁱ: N/A
P scoreⁱ N/A
5-year survival highⁱ N/A
5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average FPKM

407.6

Number of samples

877

Samples

Sample	Description	FPKM
TCGA-B0-4696-01A	58 years, male, white, stage:iii, dead, 866 days	2925.7
TCGA-AK-3431-01A	62 years, female, white, stage:ii, dead, 2241 days	1839.4
TCGA-BP-4345-01A	62 years, male, white, stage:iii, alive, 1516 days	1749.7
TCGA-B0-4688-01A	46 years, male, white, stage:iv, dead, 101 days	1734.6
TCGA-CJ-4905-01A	62 years, female, white, stage:i, alive, 1496 days	1670.6
TCGA-B0-5080-01A	63 years, male, white, stage:iv, dead, 342 days	1628.7
TCGA-B0-5710-01A	57 years, male, white, stage:i, alive, 2430 days	1596.0
TCGA-B0-5095-01A	81 years, male, white, stage:iii, dead, 245 days	1409.5
TCGA-BP-4770-01A	73 years, female, white, stage:iv, dead, 329 days	1389.1
TCGA-B8-A8YJ-01A	60 years, female, black or african american, stage:i, alive, 431 days	1379.4
TCGA-CJ-4908-01A	38 years, male, white, stage:i, alive, 1531 days	1369.8
TCGA-BP-4762-01A	42 years, male, white, stage:i, dead, 1343 days	1368.9
TCGA-CZ-4858-01A	39 years, male, white, stage:ii, dead, 2105 days	1332.3
TCGA-B0-5690-01A	53 years, female, white, stage:i, alive, 3392 days	1305.1
TCGA-B0-4703-01A	51 years, male, white, stage:iv, dead, 182 days	1301.3
TCGA-BP-5177-01A	46 years, female, white, stage:i, alive, 293 days	1295.2
TCGA-B4-5834-01A	59 years, male, white, stage:i, alive, 26 days	1254.3
TCGA-A3-3349-01A	34 years, female, white, stage:i, alive, 1385 days	1209.7
TCGA-BP-4166-01A	69 years, male, white, stage:iii, alive, 13 days	1193.5
TCGA-CJ-4918-01A	64 years, male, white, stage:iv, dead, 93 days	1175.7
TCGA-B8-5545-01A	42 years, male, black or african american, stage:i, alive, 1525 days	1170.1
TCGA-B8-5163-01A	63 years, female, white, stage:iii, alive, 822 days	1166.1
TCGA-A3-3376-01A	51 years, male, black or african american, stage:i, dead, 1696 days	1152.4
TCGA-BP-4961-01A	47 years, male, white, stage:i, alive, 1935 days	1149.1
TCGA-B4-5844-01A	61 years, female, white, stage:ii, alive, 7 days	1145.9
TCGA-CZ-5467-01A	86 years, female, white, stage:iii, dead, 73 days	1129.8
TCGA-CJ-5671-01A	51 years, male, white, stage:i, alive, 3987 days	1129.5
TCGA-BP-4344-01A	75 years, female, white, stage:i, alive, 1666 days	1111.5
TCGA-CJ-4907-01A	58 years, male, white, stage:iii, alive, 1499 days	1093.5
TCGA-BP-4343-01A	64 years, male, white, stage:iii, dead, 1912 days	1082.5
TCGA-BP-4353-01A	61 years, male, white, stage:i, dead, 375 days	1075.1
TCGA-BP-4159-01A	70 years, male, white, stage:i, dead, 2601 days	1073.3
TCGA-B8-5162-01A	63 years, male, white, stage:ii, alive, 36 days	1067.2
TCGA-BP-4789-01A	48 years, male, white, stage:i, alive, 1489 days	1052.9
TCGA-DV-5574-01A	37 years, male, white, stage:i, alive, 2016 days	1041.7
TCGA-B0-4843-01A	57 years, male, white, stage:iii, dead, 320 days	1041.5
TCGA-DV-5565-01A	59 years, male, white, stage:i, alive, 1329 days	1039.4
TCGA-CJ-4902-01A	61 years, male, white, stage:iii, alive, 1520 days	1026.4
TCGA-B8-5550-01A	71 years, male, white, stage:iii, alive, 1476 days	1026.3
TCGA-A3-3365-01A	46 years, male, white, stage:i, alive, 873 days	1025.2
TCGA-CJ-6033-01A	54 years, female, white, stage:iv, dead, 224 days	1023.8
TCGA-BP-5199-01A	58 years, male, white, stage:ii, alive, 1355 days	1008.3
TCGA-BP-4974-01A	58 years, male, white, stage:iv, dead, 211 days	998.1
TCGA-CJ-6031-01A	54 years, male, white, stage:i, alive, 1906 days	996.3
TCGA-B0-5108-01A	54 years, male, white, stage:iii, alive, 1782 days	993.1
TCGA-B0-5097-01A	59 years, female, white, stage:iii, alive, 665 days	992.4
TCGA-BP-4795-01A	74 years, female, white, stage:i, alive, 620 days	984.1
TCGA-CJ-4872-01A	51 years, male, white, stage:i, alive, 326 days	976.9
TCGA-BP-4991-01A	54 years, male, white, stage:i, alive, 1413 days	958.4
TCGA-BP-5194-01A	39 years, male, white, stage:i, alive, 408 days	956.6
TCGA-DV-5568-01A	26 years, male, white, stage:i, alive, 370 days	954.4
TCGA-B0-5106-01A	64 years, male, white, stage:i, dead, 1598 days	947.0
TCGA-BP-4999-01A	56 years, male, white, stage:i, alive, 1266 days	945.9
TCGA-B0-5100-01A	72 years, male, black or african american, stage:iii, dead, 1913 days	939.7
TCGA-CJ-4899-01A	42 years, male, asian, stage:i, alive, 1528 days	938.0
TCGA-A3-3308-01A	77 years, female, white, stage:iii, alive, 16 days	935.8
TCGA-BP-5184-01A	54 years, male, white, stage:i, alive, 1133 days	933.8
TCGA-CW-6093-01A	73 years, male, white, stage:i, alive, 3146 days	931.7
TCGA-BP-4982-01A	42 years, male, white, stage:i, alive, 1014 days	931.0
TCGA-BP-4993-01A	58 years, male, white, stage:i, alive, 177 days	929.4
TCGA-AK-3434-01A	72 years, male, white, stage:i, alive, 2087 days	928.7
TCGA-BP-4784-01A	67 years, female, white, stage:i, alive, 1854 days	921.6
TCGA-B4-5843-01A	45 years, male, white, stage:i, alive, 11 days	920.6
TCGA-CJ-4904-01A	60 years, female, white, stage:iv, alive, 3302 days	918.2
TCGA-B0-4700-01A	60 years, male, white, stage:iv, dead, 1980 days	914.7
TCGA-A3-A8CQ-01A	59 years, female, black or african american, stage:i, alive, 3 days	914.1
TCGA-B0-5812-01A	53 years, male, white, stage:i, alive, 3834 days	910.4
TCGA-CZ-5988-01A	38 years, male, white, stage:i, alive, 693 days	910.2
TCGA-B4-5838-01A	52 years, male, white, alive, 166 days	905.2
TCGA-CJ-4890-01A	72 years, male, white, stage:iv, alive, 3519 days	900.7
TCGA-CW-6090-01A	68 years, male, white, stage:i, alive, 2552 days	900.1
TCGA-CZ-4865-01A	70 years, female, white, stage:i, dead, 166 days	899.9
TCGA-CJ-4871-01A	63 years, male, white, stage:iv, alive, 2423 days	894.5
TCGA-B2-5636-01A	79 years, male, white, stage:i, alive, 919 days	891.5
TCGA-BP-4763-01A	79 years, female, white, stage:i, dead, 1270 days	886.5
TCGA-BP-5200-01A	44 years, male, white, stage:ii, alive, 1063 days	882.1
TCGA-BP-4765-01A	43 years, male, white, stage:i, alive, 2184 days	879.8
TCGA-BP-4759-01A	50 years, male, white, stage:i, alive, 2372 days	875.5
TCGA-B8-A7U6-01A	54 years, female, black or african american, stage:i, alive, 495 days	874.3
TCGA-BP-5170-01A	55 years, male, white, stage:i, alive, 2412 days	867.7
TCGA-BP-5196-01A	54 years, male, white, stage:i, alive, 1018 days	867.3
TCGA-BP-4972-01A	43 years, female, white, stage:iii, alive, 1502 days	866.4
TCGA-BP-5195-01A	75 years, male, white, stage:i, alive, 749 days	862.8
TCGA-CJ-5689-01A	90 years, male, white, stage:i, dead, 1620 days	854.7
TCGA-KO-8404-01A	78 years, male, white, stage:iv, dead, 325 days	854.2
TCGA-BP-5198-01A	72 years, male, white, stage:iii, alive, 603 days	846.8
TCGA-CJ-4868-01A	42 years, male, white, stage:iv, dead, 646 days	845.6
TCGA-B0-5711-01A	50 years, male, white, stage:iii, alive, 3989 days	840.8
TCGA-BP-4167-01A	60 years, male, white, stage:iii, alive, 2718 days	833.4
TCGA-B0-4810-01A	47 years, male, white, stage:iii, dead, 478 days	831.3
TCGA-BP-4965-01A	46 years, male, white, stage:i, alive, 1871 days	831.0
TCGA-CJ-4886-01A	43 years, female, white, stage:i, alive, 1952 days	830.0
TCGA-CJ-5682-01A	60 years, male, white, stage:iv, alive, 3736 days	829.5
TCGA-BP-5168-01A	75 years, male, white, stage:i, dead, 1463 days	828.2
TCGA-BP-5181-01A	58 years, female, white, stage:i, alive, 1495 days	826.8
TCGA-B0-5693-01A	47 years, female, white, stage:i, alive, 4074 days	824.0
TCGA-B0-5121-01A	56 years, male, white, stage:i, alive, 1485 days	823.0
TCGA-GK-A6C7-01A	77 years, female, black or african american, stage:i, alive, 61 days	822.9
TCGA-B0-4837-01A	63 years, male, white, stage:i, dead, 1378 days	822.2
TCGA-BP-4342-01A	79 years, male, white, stage:ii, dead, 2256 days	812.6
TCGA-B4-5832-01A	65 years, male, white, stage:iii, alive, 155 days	811.3
TCGA-CJ-4870-01A	58 years, female, black or african american, stage:iii, alive, 1498 days	804.4
TCGA-B0-5713-01A	75 years, female, white, stage:iii, alive, 2782 days	796.5
TCGA-BP-4975-01A	40 years, male, white, stage:i, alive, 1433 days	787.7
TCGA-BP-4986-01A	75 years, male, white, stage:i, alive, 785 days	787.5
TCGA-B8-5552-01B	41 years, female, white, stage:i, alive, 1046 days	783.1
TCGA-B0-5081-01A	80 years, female, white, stage:iii, dead, 362 days	779.8
TCGA-BP-4971-01A	40 years, male, white, stage:iii, alive, 1487 days	777.4
TCGA-BP-5187-01A	54 years, male, white, stage:i, alive, 406 days	775.2
TCGA-EU-5905-01A	67 years, female, white, stage:i, alive, 119 days	772.9
TCGA-A3-A6NL-01A	49 years, female, black or african american, stage:i, alive, 689 days	770.9
TCGA-BP-5004-01A	53 years, male, white, stage:i, alive, 1126 days	770.9
TCGA-CJ-4634-01A	60 years, female, white, stage:i, alive, 3498 days	765.4
TCGA-B0-5110-01A	71 years, female, white, stage:i, alive, 2009 days	764.3
TCGA-BQ-5887-01A	54 years, male, white, stage:iii, alive, 771 days	759.4
TCGA-BP-4790-01A	76 years, male, white, stage:i, dead, 1111 days	757.2
TCGA-EU-5906-01A	55 years, male, white, stage:i, alive, 206 days	756.6
TCGA-BP-5007-01A	46 years, male, white, stage:ii, alive, 1140 days	750.1
TCGA-B8-5165-01A	43 years, male, white, stage:i, alive, 737 days	749.9
TCGA-A3-3347-01A	76 years, female, white, stage:iii, dead, 1610 days	749.8
TCGA-CZ-5461-01A	52 years, male, white, stage:iv, dead, 330 days	744.0
TCGA-CW-5588-01A	78 years, female, white, stage:i, alive, 2017 days	734.9
TCGA-CJ-5677-01A	54 years, female, white, stage:iv, dead, 782 days	734.9
TCGA-BP-4347-01A	74 years, male, white, stage:iii, alive, 1367 days	734.1
TCGA-BP-5006-01A	61 years, male, white, stage:i, alive, 840 days	733.3
TCGA-MM-A563-01A	41 years, male, black or african american, alive, 591 days	732.4
TCGA-A3-A6NN-01A	78 years, male, black or african american, stage:i, alive, 3 days	725.8
TCGA-CJ-4897-01A	79 years, female, white, stage:iii, alive, 3341 days	725.0
TCGA-CJ-5676-01A	47 years, male, white, stage:iii, alive, 4067 days	723.9
TCGA-BP-4804-01A	59 years, male, white, stage:i, alive, 1459 days	723.6
TCGA-3Z-A93Z-01A	69 years, male, black or african american, stage:i, alive, 385 days	723.2
TCGA-BP-5010-01A	63 years, male, white, stage:iii, dead, 878 days	721.4
TCGA-BQ-5891-01A	57 years, female, white, stage:iii, alive, 29 days	720.4
TCGA-CW-6088-01A	60 years, male, white, stage:i, alive, 3222 days	717.9
TCGA-CZ-5458-01A	43 years, male, white, stage:iii, alive, 2789 days	717.7
TCGA-AK-3461-01A	72 years, male, white, stage:i, alive, 2217 days	716.7
TCGA-B8-4620-01A	70 years, female, white, stage:iii, alive, 777 days	716.4
TCGA-MM-A564-01A	68 years, male, black or african american, stage:ii, alive, 607 days	716.4
TCGA-A3-3317-01A	67 years, male, stage:ii, alive, 1491 days	714.2
TCGA-B4-5378-01A	62 years, male, white, stage:i, alive, 175 days	714.0
TCGA-CZ-5464-01A	69 years, male, white, stage:iv, alive, 2128 days	709.9
TCGA-BP-4968-01A	40 years, male, white, stage:i, alive, 1746 days	708.9
TCGA-BP-4355-01A	59 years, female, white, stage:iii, dead, 953 days	708.6
TCGA-B0-4839-01A	80 years, female, white, stage:i, dead, 1639 days	707.4
TCGA-CW-5585-01A	51 years, male, white, stage:iv, alive, 2609 days	702.3
TCGA-BP-4803-01A	79 years, male, white, stage:iii, alive, 204 days	697.5
TCGA-CW-5589-01A	52 years, male, white, stage:i, alive, 2378 days	696.6
TCGA-G7-6789-01A	53 years, female, white, stage:iv, dead, 122 days	696.6
TCGA-B4-5836-01A	61 years, female, white, stage:i, alive, 141 days	694.2
TCGA-BP-4332-01A	36 years, male, white, stage:iii, alive, 1133 days	692.1
TCGA-B8-A54J-01A	60 years, male, black or african american, stage:ii, alive, 528 days	691.6
TCGA-B0-5696-01A	70 years, male, white, stage:iii, alive, 2609 days	687.7
TCGA-CZ-5456-01A	57 years, male, white, stage:ii, alive, 2422 days	687.4
TCGA-B8-5549-01A	53 years, male, white, stage:i, alive, 194 days	684.6
TCGA-A3-3387-01A	49 years, male, white, stage:i, alive, 617 days	684.6
TCGA-DV-5576-01A	55 years, female, black or african american, stage:i, dead, 727 days	683.0
TCGA-DV-5575-01A	52 years, female, white, stage:i, alive, 1729 days	680.9
TCGA-B0-4712-01A	76 years, male, white, stage:iv, dead, 1337 days	680.4
TCGA-BP-4349-01A	68 years, female, white, stage:i, alive, 372 days	679.0
TCGA-BP-4976-01A	77 years, male, white, stage:i, alive, 1632 days	677.8
TCGA-BP-5189-01A	60 years, male, white, stage:i, dead, 822 days	676.5
TCGA-AK-3425-01A	68 years, male, white, stage:i, alive, 3343 days	672.5
TCGA-B0-5402-01A	64 years, male, white, stage:iv, alive, 1290 days	667.5
TCGA-BP-4970-01A	44 years, male, asian, stage:iii, alive, 433 days	666.6
TCGA-B0-4816-01A	49 years, male, white, stage:ii, dead, 1371 days	665.8
TCGA-BP-4807-01A	42 years, male, white, stage:i, alive, 211 days	665.4
TCGA-BP-5182-01A	56 years, male, white, stage:i, alive, 1165 days	663.6
TCGA-AS-3778-01A	35 years, male, white, stage:i, alive, 43 days	663.3
TCGA-CJ-4893-01A	76 years, female, white, stage:i, alive, 750 days	661.7
TCGA-BP-4335-01A	65 years, female, white, stage:iv, dead, 475 days	659.3
TCGA-CZ-5468-01A	84 years, male, white, stage:iv, dead, 59 days	657.4
TCGA-CJ-4874-01A	73 years, female, white, stage:i, alive, 2283 days	656.9
TCGA-B0-5115-01A	43 years, male, white, stage:iv, alive, 1604 days	656.0
TCGA-BP-4158-01A	69 years, male, white, stage:i, alive, 3377 days	655.2
TCGA-BP-5008-01A	46 years, male, white, stage:i, alive, 1071 days	655.1
TCGA-EU-5904-01A	47 years, female, white, stage:i, alive, 551 days	654.1
TCGA-BP-4760-01A	69 years, male, black or african american, stage:i, alive, 2361 days	653.5
TCGA-CZ-4856-01A	62 years, female, white, stage:i, alive, 18 days	653.4
TCGA-B0-5691-01A	66 years, female, white, stage:i, alive, 3431 days	653.4
TCGA-BP-4354-01A	41 years, male, white, stage:iv, dead, 1034 days	652.3
TCGA-BP-5192-01A	59 years, male, white, stage:i, alive, 714 days	650.8
TCGA-BP-5000-01A	40 years, male, white, stage:i, alive, 563 days	648.8
TCGA-BP-4165-01A	64 years, female, white, stage:i, alive, 3037 days	648.7
TCGA-BP-4776-01A	52 years, male, white, stage:i, alive, 411 days	648.5
TCGA-BP-4337-01A	76 years, female, white, stage:iii, dead, 2 days	647.9
TCGA-CJ-4639-01A	49 years, female, white, stage:ii, alive, 3229 days	644.8
TCGA-BP-4351-01A	51 years, female, white, stage:iii, alive, 970 days	644.2
TCGA-B2-A4SR-01A	62 years, male, black or african american, stage:ii, alive, 507 days	641.8
TCGA-A3-A8OW-01A	37 years, male, black or african american, stage:iii, alive, 323 days	638.1
TCGA-B0-4945-01A	75 years, female, white, stage:i, dead, 2145 days	638.0
TCGA-BP-4964-01A	55 years, female, white, stage:i, alive, 1862 days	637.3
TCGA-CJ-5684-01A	61 years, male, white, stage:iii, alive, 2231 days	636.9
TCGA-AK-3460-01A	58 years, male, white, stage:i, alive, 2508 days	633.0
TCGA-A3-3316-01A	57 years, male, white, stage:ii, alive, 1493 days	632.7
TCGA-CW-5584-01A	74 years, male, white, stage:iii, dead, 164 days	631.6
TCGA-B0-4699-01A	74 years, male, white, stage:iv, dead, 110 days	630.6
TCGA-B0-5120-01A	72 years, female, white, stage:i, alive, 1169 days	630.4
TCGA-A3-3380-01A	54 years, male, stage:i, alive, 567 days	630.4
TCGA-BP-4799-01A	70 years, male, white, stage:iii, dead, 1133 days	630.3
TCGA-A3-3362-01A	60 years, female, white, stage:i, alive, 1559 days	629.9
TCGA-B2-4101-01A	52 years, male, white, stage:ii, alive, 648 days	628.0
TCGA-B0-5088-01A	53 years, male, white, stage:i, dead, 563 days	627.8
TCGA-DV-5567-01A	40 years, female, black or african american, stage:i, alive, 2004 days	627.7
TCGA-BP-5009-01A	52 years, male, white, stage:i, dead, 1092 days	626.9
TCGA-B0-4827-01A	77 years, female, white, stage:iii, dead, 885 days	626.4
TCGA-BP-4769-01A	63 years, male, white, stage:i, alive, 1876 days	624.5
TCGA-CW-5590-01A	51 years, male, white, stage:iv, dead, 1075 days	624.3
TCGA-B0-4823-01A	88 years, male, white, stage:i, dead, 454 days	621.3
TCGA-CZ-5451-01A	74 years, male, white, stage:ii, alive, 1929 days	618.5
TCGA-CZ-5453-01A	67 years, male, white, stage:ii, dead, 2419 days	616.8
TCGA-BP-4797-01A	34 years, male, white, stage:iii, alive, 1107 days	616.0
TCGA-B0-4710-01A	75 years, female, white, stage:iii, alive, 1755 days	615.5
TCGA-B0-4845-01A	70 years, male, white, stage:iv, dead, 1986 days	614.8
TCGA-CJ-4644-01A	48 years, female, white, stage:iv, dead, 336 days	614.3
TCGA-B0-5116-01A	53 years, male, white, stage:iii, alive, 1274 days	614.2
TCGA-CZ-5455-01A	63 years, male, white, stage:iv, dead, 561 days	610.3
TCGA-BP-4169-01A	76 years, female, white, stage:ii, dead, 701 days	607.7
TCGA-AK-3445-01A	69 years, male, white, stage:iii, alive, 2392 days	607.6
TCGA-B0-5119-01A	61 years, female, white, stage:i, alive, 1552 days	605.1
TCGA-G6-A8L6-01A	55 years, male, black or african american, stage:iv, dead, 313 days	603.7
TCGA-B8-4622-01A	57 years, male, white, stage:iv, alive, 1525 days	602.2
TCGA-BP-4998-01A	49 years, male, asian, stage:i, alive, 932 days	601.0
TCGA-B2-4099-01A	83 years, male, white, stage:i, alive, 972 days	599.7
TCGA-CJ-4882-01A	57 years, male, black or african american, stage:iii, alive, 1883 days	599.7
TCGA-CJ-4881-01A	41 years, male, white, stage:iii, alive, 2014 days	598.7
TCGA-BP-4326-01A	53 years, female, white, stage:i, dead, 1625 days	597.4
TCGA-A3-3372-01A	64 years, male, white, stage:iii, alive, 735 days	596.8
TCGA-B0-5709-01A	62 years, female, white, stage:iii, alive, 3974 days	594.5
TCGA-CW-5583-01A	51 years, female, white, stage:i, alive, 2489 days	592.2
TCGA-BP-4758-01A	40 years, male, white, stage:i, alive, 2208 days	591.5
TCGA-BP-4960-01A	46 years, male, white, stage:ii, alive, 2172 days	586.2
TCGA-BP-4985-01A	72 years, male, white, stage:iii, dead, 952 days	584.4
TCGA-BP-4782-01A	55 years, female, white, stage:i, alive, 354 days	582.3
TCGA-BP-4170-01A	72 years, female, white, stage:i, dead, 2343 days	579.0
TCGA-BQ-5877-01A	60 years, male, black or african american, stage:iv, dead, 270 days	578.9
TCGA-CJ-4895-01A	62 years, male, white, stage:iv, dead, 1200 days	577.3
TCGA-CJ-4889-01A	63 years, female, white, stage:i, alive, 1946 days	577.2
TCGA-BP-4787-01A	59 years, female, white, stage:iv, dead, 480 days	575.2
TCGA-BP-5176-01A	78 years, female, white, stage:i, dead, 1590 days	574.6
TCGA-UZ-A9Q1-01A	88 years, female, white, stage:i, alive, 1562 days	573.8
TCGA-A3-3307-01A	66 years, male, stage:iii, alive, 1436 days	570.8
TCGA-BP-5186-01A	50 years, female, white, stage:i, alive, 693 days	569.7
TCGA-B8-5553-01A	67 years, female, white, stage:i, alive, 435 days	568.2
TCGA-B0-5695-01A	61 years, female, white, stage:i, alive, 2150 days	568.0
TCGA-AK-3436-01A	40 years, male, white, stage:iv, alive, 3331 days	567.0
TCGA-BP-4177-01A	65 years, male, white, stage:i, alive, 1670 days	566.6
TCGA-B8-4154-01A	73 years, female, white, stage:i, alive, 1380 days	563.9
TCGA-A3-3323-01A	53 years, male, white, stage:i, alive, 1106 days	562.7
TCGA-B0-4822-01A	78 years, male, white, stage:ii, dead, 1111 days	562.6
TCGA-BP-4801-01A	57 years, male, white, stage:i, alive, 1124 days	559.1
TCGA-BP-4989-01A	58 years, male, white, stage:iii, alive, 118 days	558.8
TCGA-BP-4329-01A	75 years, male, white, stage:iii, dead, 845 days	557.1
TCGA-CJ-5683-01A	78 years, male, white, stage:i, alive, 1889 days	553.5
TCGA-A3-3359-01A	82 years, female, white, stage:i, alive, 2504 days	551.1
TCGA-CZ-4863-01A	51 years, female, white, stage:iii, alive, 1928 days	550.8
TCGA-BQ-7053-01A	57 years, female, black or african american, stage:iii, alive, 1516 days	549.7
TCGA-B0-4841-01A	63 years, male, white, stage:iv, dead, 204 days	549.0
TCGA-BP-4987-01A	41 years, female, asian, stage:i, alive, 1124 days	546.8
TCGA-AK-3450-01A	85 years, female, white, stage:i, alive, 1779 days	543.4
TCGA-BP-5173-01A	75 years, male, white, stage:i, dead, 62 days	540.0
TCGA-BP-4331-01A	52 years, male, white, stage:i, dead, 2454 days	539.8
TCGA-CZ-4857-01A	56 years, male, white, stage:iv, dead, 1432 days	539.0
TCGA-CJ-4885-01A	64 years, male, white, stage:iv, alive, 3451 days	537.8
TCGA-A3-3346-01A	68 years, male, white, stage:i, dead, 137 days	537.4
TCGA-CJ-4920-01A	64 years, female, white, stage:i, dead, 139 days	536.6
TCGA-CW-6097-01A	32 years, male, white, stage:iii, dead, 571 days	536.5
TCGA-B0-5694-01A	71 years, male, white, stage:iii, dead, 480 days	535.3
TCGA-AK-3428-01A	62 years, male, white, stage:iii, alive, 3728 days	533.8
TCGA-B0-4691-01A	55 years, male, white, stage:iv, dead, 139 days	533.7
TCGA-CJ-4892-01A	65 years, female, white, stage:i, alive, 1521 days	533.3
TCGA-BP-4973-01A	47 years, male, white, stage:iii, alive, 1384 days	532.3
TCGA-CZ-5987-01A	60 years, male, white, stage:iv, dead, 445 days	532.2
TCGA-AK-3454-01A	84 years, male, white, stage:i, alive, 874 days	531.0
TCGA-A3-3331-01A	86 years, female, white, stage:i, alive, 1485 days	530.0
TCGA-B8-A54F-01A	49 years, female, black or african american, stage:i, alive, 519 days	529.1
TCGA-BP-5202-01A	75 years, male, white, stage:iii, alive, 29 days	528.7
TCGA-BP-4341-01A	67 years, male, white, stage:iii, dead, 1589 days	527.1
TCGA-BP-4781-01A	78 years, male, white, stage:i, alive, 2080 days	526.9
TCGA-CZ-5454-01A	63 years, male, white, stage:iv, dead, 722 days	526.7
TCGA-B8-4153-01B	74 years, male, white, stage:iii, alive, 762 days	526.0
TCGA-B0-4848-01A	54 years, male, white, stage:iii, dead, 883 days	525.6
TCGA-CW-5581-01A	44 years, male, white, stage:i, alive, 2799 days	525.2
TCGA-BP-4977-01A	57 years, male, white, stage:i, alive, 454 days	523.5
TCGA-B0-4852-01A	78 years, female, white, stage:ii, dead, 1121 days	523.1
TCGA-CJ-4643-01A	67 years, female, white, stage:ii, alive, 1793 days	521.4
TCGA-A3-3373-01A	54 years, female, white, stage:i, alive, 1621 days	521.2
TCGA-B8-5159-01A	61 years, female, white, stage:i, alive, 722 days	520.2
TCGA-CW-5580-01A	73 years, female, white, stage:iv, dead, 1964 days	520.2
TCGA-A4-7828-01A	74 years, female, black or african american, stage:i, alive, 238 days	518.9
TCGA-B0-4694-01A	72 years, male, white, stage:iii, dead, 106 days	518.3
TCGA-CZ-5465-01A	76 years, female, stage:iii, dead, 2564 days	517.1
TCGA-CZ-5982-01A	59 years, female, white, stage:i, alive, 2439 days	516.4
TCGA-A3-3352-01A	male, white, stage:iii, dead, 561 days	512.7
TCGA-BP-4963-01A	64 years, male, white, stage:i, alive, 1834 days	511.1
TCGA-B0-4836-01A	61 years, male, white, stage:iv, dead, 1238 days	511.0
TCGA-BP-4962-01A	58 years, male, white, stage:ii, alive, 1785 days	510.9
TCGA-B0-5077-01A	77 years, male, white, stage:i, dead, 1317 days	510.7
TCGA-MW-A4EC-01A	73 years, female, black or african american, stage:i, alive, 498 days	509.2
TCGA-B0-4690-01A	65 years, male, white, stage:iv, dead, 43 days	508.6
TCGA-CJ-5679-01A	73 years, male, white, stage:iii, dead, 679 days	508.3
TCGA-KL-8344-01A	51 years, male, white, stage:iii, alive, 876 days	507.2
TCGA-BP-4774-01A	57 years, female, white, stage:i, alive, 1885 days	506.8
TCGA-B0-5099-01A	88 years, female, white, stage:iii, dead, 485 days	506.7
TCGA-BP-4330-01A	60 years, female, black or african american, stage:iii, alive, 1888 days	504.5
TCGA-BP-4162-01A	65 years, female, white, stage:i, alive, 3074 days	503.8
TCGA-CJ-4901-01A	47 years, male, white, stage:iii, alive, 1450 days	503.5
TCGA-DV-5569-01A	29 years, female, white, stage:i, alive, 355 days	502.7
TCGA-B0-4814-01A	58 years, male, white, stage:iv, dead, 168 days	501.5
TCGA-CJ-6028-01A	58 years, male, white, stage:iv, dead, 1625 days	500.0
TCGA-GL-6846-01A	52 years, male, white, stage:iv, alive, 5925 days	499.2
TCGA-CJ-5680-01A	65 years, female, white, stage:iv, dead, 768 days	497.6
TCGA-CJ-4878-01A	71 years, female, white, stage:iii, alive, 2186 days	493.5
TCGA-A3-3325-01A	52 years, male, white, stage:i, dead, 1170 days	492.8
TCGA-BP-4160-01A	67 years, male, white, stage:iii, alive, 2881 days	492.2
TCGA-B0-4706-01A	61 years, male, white, stage:iii, dead, 65 days	490.7
TCGA-CJ-4903-01A	50 years, male, white, stage:i, alive, 1559 days	490.1
TCGA-CJ-4640-01A	49 years, male, white, stage:iii, alive, 3480 days	489.1
TCGA-CJ-4894-01A	58 years, male, white, stage:iii, dead, 841 days	488.8
TCGA-BP-5174-01A	45 years, female, white, stage:i, alive, 2257 days	488.2
TCGA-BP-4176-01A	64 years, male, white, stage:i, alive, 1955 days	487.3
TCGA-B0-4821-01A	68 years, female, asian, stage:iii, dead, 1230 days	485.6
TCGA-CZ-5984-01A	51 years, male, white, stage:i, alive, 2067 days	477.8
TCGA-B8-A54H-01A	69 years, female, black or african american, stage:ii, alive, 256 days	476.0
TCGA-BP-4173-01A	47 years, male, white, stage:ii, alive, 1893 days	475.9
TCGA-B8-4621-01A	63 years, male, black or african american, stage:i, alive, 788 days	473.1
TCGA-CJ-4636-01A	51 years, male, white, stage:iii, alive, 1924 days	472.4
TCGA-B0-5092-01A	53 years, female, white, stage:iv, dead, 459 days	471.5
TCGA-B0-5698-01A	77 years, male, black or african american, stage:i, alive, 3631 days	470.9
TCGA-DV-5566-01A	67 years, female, white, stage:i, alive, 1398 days	469.9
TCGA-B0-5102-01A	74 years, female, white, stage:i, dead, 2764 days	469.6
TCGA-B8-A54K-01A	61 years, male, black or african american, stage:i, alive, 469 days	468.9
TCGA-BP-4327-01A	75 years, female, white, stage:ii, dead, 109 days	468.6
TCGA-B8-5158-01A	56 years, male, white, stage:iii, alive, 1218 days	464.9
TCGA-B0-4718-01A	57 years, male, white, stage:iii, alive, 1778 days	464.0
TCGA-BP-4161-01A	74 years, male, white, stage:i, alive, 2746 days	462.3
TCGA-G6-A8L8-01A	62 years, female, black or african american, stage:i, dead, 1091 days	458.6
TCGA-BP-4766-01A	43 years, female, white, stage:i, alive, 1462 days	453.0
TCGA-B0-5706-01A	45 years, male, white, stage:ii, alive, 3205 days	452.0
TCGA-CJ-5686-01A	59 years, female, white, stage:i, alive, 2038 days	447.7
TCGA-B0-4818-01A	68 years, female, white, stage:ii, dead, 510 days	446.8
TCGA-CZ-4859-01A	59 years, female, white, stage:i, alive, 1787 days	445.9
TCGA-B8-4143-01A	66 years, female, white, stage:iv, dead, 709 days	442.7
TCGA-BQ-5876-01A	75 years, male, white, stage:i, alive, 586 days	442.2
TCGA-BP-4798-01A	74 years, male, white, dead, 334 days	442.1
TCGA-B0-5399-01A	46 years, male, white, stage:i, alive, 1411 days	441.0
TCGA-A3-3335-01A	41 years, male, white, stage:ii, alive, 1886 days	439.7
TCGA-A3-3370-01A	48 years, female, white, stage:i, alive, 2274 days	439.6
TCGA-CJ-6030-01A	66 years, male, white, stage:i, dead, 2299 days	437.7
TCGA-A3-3351-01A	42 years, male, white, stage:ii, alive, 910 days	435.1
TCGA-A3-3383-01A	52 years, male, white, stage:i, alive, 861 days	434.9
TCGA-BP-4775-01A	55 years, female, white, stage:i, alive, 1843 days	434.3
TCGA-B9-A5W9-01A	40 years, male, white, stage:i, alive, 5 days	433.4
TCGA-4A-A93Y-01A	63 years, female, black or african american, stage:ii, alive, 352 days	431.8
TCGA-A3-3329-01A	75 years, male, white, stage:i, alive, 1624 days	431.1
TCGA-BP-4777-01A	46 years, male, white, stage:i, alive, 1731 days	430.9
TCGA-CJ-6032-01A	63 years, female, white, stage:ii, alive, 3639 days	430.6
TCGA-BQ-7048-01A	64 years, male, white, stage:iii, alive, 2839 days	428.5
TCGA-CZ-4866-01A	79 years, female, white, stage:i, alive, 3267 days	427.3
TCGA-A3-3343-01A	79 years, male, white, stage:ii, alive, 945 days	427.0
TCGA-B0-5096-01A	72 years, female, white, stage:iii, dead, 68 days	425.5
TCGA-CZ-5463-01A	76 years, male, white, stage:ii, alive, 662 days	425.3
TCGA-5P-A9JV-01A	49 years, male, white, alive, 2043 days	424.6
TCGA-CZ-5457-01A	62 years, male, white, stage:iii, alive, 2754 days	420.4
TCGA-A3-3324-01A	51 years, male, white, stage:i, alive, 1186 days	418.9
TCGA-CW-5591-01A	56 years, male, white, stage:iv, alive, 2271 days	417.7
TCGA-B0-4819-01A	60 years, female, white, stage:iv, dead, 183 days	417.3
TCGA-DV-A4W0-01A	55 years, male, black or african american, stage:i, alive, 2470 days	416.5
TCGA-CZ-5989-01A	60 years, male, white, stage:ii, alive, 1905 days	416.1
TCGA-MM-A84U-01A	58 years, female, black or african american, stage:i, alive, 700 days	415.3
TCGA-B0-4846-01A	52 years, male, white, stage:iv, dead, 1200 days	414.6
TCGA-Y8-A894-01A	57 years, female, white, stage:i, alive, 567 days	414.5
TCGA-AK-3429-01A	54 years, female, white, stage:ii, alive, 3328 days	414.1
TCGA-B0-4833-01A	82 years, female, white, stage:i, dead, 2386 days	413.8
TCGA-BP-4995-01A	68 years, male, white, stage:i, alive, 1371 days	413.4
TCGA-B0-5700-01A	77 years, male, white, stage:i, alive, 1790 days	412.5
TCGA-B9-7268-01A	59 years, male, white, stage:ii, alive, 671 days	410.1
TCGA-B0-4849-01A	51 years, male, white, stage:iii, dead, 69 days	410.1
TCGA-CJ-4887-01A	48 years, male, white, stage:iv, dead, 932 days	408.6
TCGA-A3-3382-01A	69 years, male, white, stage:i, alive, 574 days	406.7
TCGA-CJ-4642-01B	47 years, male, white, stage:ii, alive, 3205 days	406.1
TCGA-CZ-5459-01A	63 years, male, white, stage:iii, alive, 1683 days	405.6
TCGA-BP-4967-01A	76 years, male, white, stage:iii, alive, 205 days	404.9
TCGA-B0-5113-01A	69 years, female, white, stage:iii, alive, 1175 days	404.1
TCGA-BP-4981-01A	75 years, female, white, stage:iii, dead, 1097 days	400.2
TCGA-A3-A6NI-01A	47 years, male, black or african american, stage:i, alive, 1018 days	399.3
TCGA-A4-7583-01A	60 years, male, black or african american, stage:i, alive, 3 days	397.5
TCGA-CJ-4869-01A	49 years, male, white, stage:iii, alive, 2554 days	396.1
TCGA-DV-5573-01A	41 years, male, white, stage:i, alive, 1130 days	393.8
TCGA-CZ-4854-01A	68 years, male, white, stage:i, dead, 1404 days	393.7
TCGA-A4-A5Y1-01A	75 years, male, white, stage:iii, dead, 395 days	393.4
TCGA-B0-5705-01A	65 years, female, white, stage:i, alive, 4537 days	390.8
TCGA-B2-4102-01A	61 years, male, white, stage:i, alive, 952 days	389.9
TCGA-A3-3367-01A	72 years, male, white, stage:i, alive, 2270 days	389.3
TCGA-CW-5587-01A	62 years, female, white, stage:iii, alive, 2226 days	388.2
TCGA-BP-4969-01A	63 years, female, white, stage:i, alive, 1794 days	387.6
TCGA-2Z-A9JK-01A	50 years, male, white, stage:iii, alive, 1186 days	386.5
TCGA-CJ-4873-01A	85 years, female, white, stage:iii, alive, 2259 days	385.4
TCGA-IZ-8195-01A	82 years, male, white, stage:ii, alive, 677 days	385.1
TCGA-CZ-5452-01A	69 years, male, white, stage:ii, alive, 1789 days	384.3
TCGA-J7-8537-01A	37 years, female, asian, stage:iii, dead, 321 days	383.1
TCGA-CZ-5469-01A	41 years, male, white, stage:ii, dead, 946 days	382.8
TCGA-B8-4151-01A	51 years, female, white, stage:iii, alive, 1299 days	379.3
TCGA-B0-4693-01A	73 years, female, white, stage:iii, dead, 77 days	379.3
TCGA-CJ-4888-01A	59 years, male, white, stage:iv, dead, 1567 days	379.1
TCGA-Y8-A897-01A	68 years, female, white, stage:i, alive, 549 days	379.1
TCGA-A3-3311-01A	58 years, male, stage:i, dead, 1191 days	378.1
TCGA-B0-5699-01A	53 years, male, white, stage:i, alive, 3841 days	377.5
TCGA-UZ-A9PN-01A	54 years, male, white, stage:iii, dead, 1136 days	377.1
TCGA-CJ-4916-01A	69 years, female, white, stage:iii, alive, 1373 days	375.3
TCGA-2Z-A9JG-01A	64 years, male, white, stage:i, alive, 1662 days	373.1
TCGA-CZ-5460-01A	55 years, male, white, stage:iv, alive, 2873 days	367.8
TCGA-B0-4838-01A	69 years, female, white, stage:i, dead, 834 days	367.8
TCGA-CJ-4912-01A	61 years, male, white, stage:ii, alive, 1657 days	366.8
TCGA-B0-4714-01A	81 years, male, white, stage:iv, dead, 99 days	366.8
TCGA-CJ-5672-01A	84 years, male, white, stage:i, dead, 2190 days	365.4
TCGA-EU-5907-01A	81 years, male, white, stage:iii, alive, 127 days	363.9
TCGA-CZ-5986-01A	61 years, male, white, stage:i, alive, 373 days	361.4
TCGA-CJ-4875-01A	67 years, male, white, stage:iv, dead, 3554 days	360.2
TCGA-G7-6797-01A	46 years, male, white, stage:iii, alive, 765 days	357.9
TCGA-BP-4771-01A	62 years, male, white, stage:iv, dead, 162 days	355.7
TCGA-B0-5083-01A	63 years, male, white, stage:i, dead, 1045 days	355.3
TCGA-G7-6793-01A	60 years, female, white, stage:iv, dead, 336 days	354.8
TCGA-CJ-4884-01A	72 years, female, white, stage:iii, alive, 1759 days	353.2
TCGA-AK-3458-01A	48 years, male, white, stage:i, alive, 1168 days	352.2
TCGA-CZ-4862-01A	46 years, male, white, stage:i, alive, 3271 days	351.6
TCGA-B2-5641-01A	79 years, male, white, stage:i, alive, 656 days	350.7
TCGA-A3-3322-01A	51 years, male, white, stage:i, alive, 1478 days	350.4
TCGA-P4-AAVL-01A	85 years, male, white, stage:iii, dead, 487 days	349.2
TCGA-B0-5400-01A	59 years, female, white, stage:iii, alive, 1733 days	347.5
TCGA-B0-5712-01A	68 years, female, black or african american, stage:iv, alive, 2722 days	345.1
TCGA-B9-A69E-01A	71 years, male, white, stage:iii, alive, 452 days	344.4
TCGA-UN-AAZ9-01A	76 years, female, black or african american, stage:i, alive, 548 days	344.2
TCGA-CZ-5466-01A	67 years, male, stage:iii, alive, 685 days	343.5
TCGA-A3-3320-01A	52 years, female, white, stage:i, alive, 1508 days	343.3
TCGA-B0-5703-01A	73 years, male, white, stage:i, alive, 2246 days	343.1
TCGA-B4-5377-01A	68 years, female, white, stage:iv, alive, 365 days	341.9
TCGA-BP-5175-01A	60 years, male, white, stage:i, alive, 932 days	341.8
TCGA-2Z-A9J9-01A	77 years, male, black or african american, stage:i, alive, 2294 days	341.4
TCGA-CZ-4861-01A	63 years, male, white, stage:ii, dead, 446 days	339.4
TCGA-AK-3451-01A	48 years, male, white, stage:ii, alive, 2868 days	339.4
TCGA-IA-A40X-01A	49 years, female, black or african american, stage:i, alive, 608 days	338.6
TCGA-B4-5835-01A	64 years, female, white, stage:i, alive, 16 days	336.2
TCGA-CZ-4864-01A	86 years, male, white, stage:ii, dead, 2830 days	332.5
TCGA-CJ-4900-01A	69 years, female, white, stage:iv, dead, 1714 days	331.3
TCGA-B0-5098-01A	53 years, female, black or african american, stage:i, dead, 1584 days	331.2
TCGA-B1-A655-01A	77 years, female, white, stage:i, alive, 510 days	330.6
TCGA-B8-4148-01A	63 years, female, white, stage:i, alive, 1520 days	330.3
TCGA-BP-5178-01A	71 years, male, white, stage:iv, dead, 1912 days	328.3
TCGA-B8-A54I-01A	48 years, male, black or african american, stage:i, alive, 150 days	328.0
TCGA-BP-4959-01A	49 years, male, white, stage:i, alive, 2660 days	327.6
TCGA-BP-5180-01A	53 years, male, white, stage:i, alive, 2263 days	326.9
TCGA-B0-4707-01A	63 years, male, white, stage:iii, dead, 600 days	326.9
TCGA-B0-5104-01A	90 years, female, white, stage:i, dead, 2752 days	323.9
TCGA-B8-4146-01B	41 years, female, white, stage:i, alive, 511 days	322.5
TCGA-B0-4824-01A	49 years, female, white, stage:i, dead, 1657 days	321.8
TCGA-A3-3326-01A	47 years, male, white, stage:i, alive, 1137 days	321.6
TCGA-BQ-5889-01A	63 years, male, white, stage:iv, dead, 329 days	321.1
TCGA-B1-A656-01A	64 years, male, white, stage:i, alive, 618 days	319.2
TCGA-B2-5633-01B	56 years, male, white, stage:i, alive, 963 days	319.2
TCGA-B3-8121-01A	48 years, female, black or african american, stage:i, alive, 379 days	318.9
TCGA-A4-7584-01A	59 years, male, black or african american, stage:i, alive, 650 days	316.5
TCGA-CZ-4853-01A	82 years, male, white, stage:i, alive, 774 days	316.1
TCGA-CZ-5470-01A	72 years, female, stage:ii, alive, 386 days	314.9
TCGA-BQ-5894-01A	42 years, male, stage:iv, alive, 84 days	314.2
TCGA-SX-A71W-01A	66 years, male, white, stage:i, alive, 1076 days	309.9
TCGA-CJ-4641-01A	55 years, female, white, stage:iv, dead, 1661 days	305.1
TCGA-BP-4174-01A	49 years, male, white, stage:ii, alive, 1879 days	304.5
TCGA-B8-5164-01A	65 years, male, white, stage:iii, alive, 26 days	304.5
TCGA-B0-4701-01A	66 years, female, white, stage:iv, dead, 238 days	302.7
TCGA-BP-4163-01A	60 years, female, white, stage:iii, alive, 2839 days	301.2
TCGA-CZ-5985-01A	58 years, male, white, stage:ii, alive, 1997 days	300.7
TCGA-A3-3358-01A	57 years, female, white, stage:i, alive, 1307 days	300.3
TCGA-BQ-5884-01A	59 years, female, black or african american, stage:i, alive, 792 days	298.5
TCGA-BQ-5892-01A	51 years, male, white, stage:i, alive, 364 days	298.4
TCGA-BP-5001-01A	43 years, female, white, stage:i, alive, 1177 days	296.1
TCGA-B3-4103-01A	56 years, male, white, stage:i, alive, 930 days	292.6
TCGA-B0-4697-01A	46 years, female, white, stage:iv, dead, 578 days	291.5
TCGA-B2-5635-01A	74 years, male, white, stage:i, alive, 755 days	291.2
TCGA-CZ-5462-01A	83 years, male, white, stage:iv, dead, 311 days	290.8
TCGA-BP-5201-01A	63 years, male, white, stage:iv, alive, 951 days	290.6
TCGA-CJ-4635-01A	48 years, male, white, stage:i, alive, 1416 days	289.5
TCGA-A4-8310-01A	58 years, male, white, stage:iii, alive, 780 days	289.5
TCGA-B0-4815-01A	65 years, male, white, stage:iii, dead, 1588 days	289.4
TCGA-CJ-6027-01A	77 years, male, white, stage:i, dead, 3615 days	286.0
TCGA-B3-3926-01A	59 years, female, white, stage:i, alive, 883 days	283.8
TCGA-B0-5697-01A	50 years, male, white, stage:i, alive, 2630 days	283.5
TCGA-B0-4834-01A	49 years, male, white, stage:i, dead, 2090 days	282.4
TCGA-A4-8517-01A	71 years, male, white, stage:i, alive, 597 days	282.0
TCGA-BP-4164-01A	51 years, female, white, stage:iii, dead, 992 days	281.9
TCGA-AK-3426-01A	37 years, male, white, stage:iii, dead, 885 days	281.5
TCGA-BQ-5882-01A	54 years, male, stage:iii, dead, 658 days	281.4
TCGA-A4-7915-01A	35 years, female, black or african american, stage:ii, alive, 7 days	281.1
TCGA-CJ-4637-01A	52 years, female, white, stage:iv, dead, 2227 days	280.8
TCGA-CJ-5681-01A	44 years, female, white, stage:iv, dead, 552 days	279.6
TCGA-BP-4338-01A	43 years, male, white, stage:i, alive, 2859 days	276.8
TCGA-BP-5183-01A	57 years, male, white, stage:iii, alive, 1291 days	275.3
TCGA-BQ-5880-01A	79 years, male, white, stage:iii, dead, 1314 days	274.9
TCGA-BP-4340-01A	70 years, female, white, stage:i, dead, 562 days	274.4
TCGA-BQ-5875-01A	66 years, female, white, stage:iii, alive, 2639 days	273.0
TCGA-AL-3467-01A	54 years, female, white, alive, 2135 days	272.8
TCGA-B0-4842-01A	74 years, female, white, stage:iii, dead, 1724 days	272.3
TCGA-B0-5701-01A	65 years, male, white, stage:iii, alive, 2461 days	271.0
TCGA-GL-7966-01A	28 years, female, white, stage:iii, alive, 112 days	270.8
TCGA-DW-7836-01A	55 years, male, white, stage:i, alive, 1093 days	269.3
TCGA-DZ-6134-01A	69 years, male, white, stage:i, alive, 1856 days	267.9
TCGA-P4-AAVK-01A	74 years, male, white, stage:iii, alive, 1590 days	266.0
TCGA-BP-4768-01A	72 years, female, white, stage:i, alive, 400 days	265.7
TCGA-B1-A657-01A	54 years, male, white, stage:i, alive, 641 days	263.9
TCGA-KL-8333-01A	69 years, male, white, stage:ii, alive, 2991 days	262.3
TCGA-PJ-A5Z8-01A	60 years, female, white, stage:i, alive, 600 days	261.6
TCGA-IA-A40Y-01A	60 years, female, white, stage:iii, alive, 62 days	260.8
TCGA-BQ-5879-01A	32 years, female, white, stage:iii, dead, 697 days	258.6
TCGA-BP-4994-01A	54 years, male, white, stage:i, alive, 1308 days	258.6
TCGA-B0-5084-01A	33 years, male, white, stage:iv, dead, 222 days	258.4
TCGA-IA-A40U-01A	56 years, male, white, stage:iii, alive, 511 days	257.4
TCGA-CJ-4891-01A	57 years, female, white, stage:iii, dead, 819 days	254.4
TCGA-Y8-A8S1-01A	61 years, male, white, stage:i, alive, 404 days	252.8
TCGA-Y8-A8S0-01A	58 years, male, white, stage:i, alive, 183 days	252.0
TCGA-B0-4811-01A	48 years, male, white, stage:iii, dead, 1417 days	252.0
TCGA-A3-3306-01A	67 years, male, white, stage:i, alive, 1120 days	251.0
TCGA-B2-3924-01A	73 years, male, white, stage:i, alive, 1092 days	249.3
TCGA-G7-7501-01A	55 years, female, black or african american, stage:iii, dead, 624 days	247.2
TCGA-B0-4813-01A	68 years, male, white, stage:iii, dead, 18 days	246.8
TCGA-HE-A5NK-01A	82 years, male, alive, 2228 days	245.8
TCGA-T7-A92I-01A	47 years, female, black or african american, stage:i, alive, 356 days	245.2
TCGA-KN-8427-01A	54 years, male, white, stage:iv, alive, 30 days	240.6
TCGA-CJ-4876-01A	57 years, male, white, stage:ii, alive, 1955 days	237.0
TCGA-AK-3456-01A	48 years, male, black or african american, stage:ii, alive, 1143 days	236.4
TCGA-BP-4352-01A	74 years, female, white, stage:iv, dead, 344 days	234.2
TCGA-BP-4325-01A	64 years, female, white, stage:i, alive, 2964 days	234.0
TCGA-A4-7996-01A	61 years, female, white, stage:i, alive, 506 days	233.9
TCGA-5P-A9JW-01A	64 years, male, white, alive, 3241 days	231.8
TCGA-A3-A6NJ-01A	57 years, female, black or african american, stage:i, alive, 468 days	230.7
TCGA-B0-5692-01A	66 years, female, white, stage:iii, alive, 3944 days	230.2
TCGA-B0-5109-01A	69 years, male, white, stage:iii, dead, 587 days	227.0
TCGA-A4-7286-01A	42 years, male, white, alive, 554 days	225.4
TCGA-CZ-4860-01A	60 years, male, white, stage:iv, dead, 206 days	224.6
TCGA-BQ-7050-01A	53 years, female, white, stage:i, alive, 1864 days	223.7
TCGA-AK-3455-01A	71 years, female, white, stage:iii, dead, 683 days	223.6
TCGA-BP-5190-01A	61 years, male, white, stage:i, alive, 1011 days	223.4
TCGA-A3-A8OV-01A	75 years, male, black or african american, stage:i, alive, 340 days	222.3
TCGA-A3-3378-01A	60 years, male, white, stage:i, alive, 630 days	221.4
TCGA-B8-4619-01A	58 years, male, white, stage:i, alive, 523 days	220.0
TCGA-BP-4346-01A	57 years, male, white, stage:iii, dead, 1493 days	219.2
TCGA-A3-3357-01A	62 years, male, white, stage:ii, alive, 2688 days	218.8
TCGA-A3-3385-01A	46 years, female, white, stage:i, alive, 1993 days	218.7
TCGA-IA-A83V-01A	63 years, male, white, stage:i, dead, 2941 days	218.5
TCGA-2Z-A9JR-01A	57 years, male, white, stage:i, alive, 161 days	218.1
TCGA-BP-5169-01A	70 years, male, white, stage:i, alive, 193 days	217.7
TCGA-KO-8405-01A	29 years, male, white, stage:iii, alive, 3056 days	216.9
TCGA-5P-A9K0-01A	75 years, male, white, alive, 677 days	214.2
TCGA-2Z-A9JE-01A	59 years, male, white, stage:i, alive, 1728 days	213.7
TCGA-A3-3313-01A	59 years, male, black or african american, stage:i, dead, 735 days	213.5
TCGA-2Z-A9JS-01A	74 years, male, white, stage:i, dead, 492 days	212.4
TCGA-A4-8630-01A	59 years, female, white, stage:i, alive, 436 days	211.4
TCGA-KL-8332-01A	55 years, male, white, stage:i, alive, 2582 days	210.5
TCGA-BP-5185-01A	56 years, male, white, stage:i, alive, 1132 days	208.1
TCGA-5P-A9K3-01A	59 years, male, white, dead, 471 days	207.8
TCGA-BQ-5893-01A	61 years, male, white, stage:iv, dead, 241 days	207.0
TCGA-DZ-6132-01A	69 years, male, stage:i, alive, 2460 days	204.6
TCGA-5P-A9K9-01A	59 years, female, white, dead, 589 days	204.4
TCGA-KL-8342-01A	45 years, female, white, stage:ii, alive, 2248 days	204.3
TCGA-DV-A4VZ-01A	53 years, male, black or african american, stage:i, alive, 365 days	203.5
TCGA-EV-5903-01A	57 years, male, white, stage:i, alive, 757 days	203.4
TCGA-BP-4983-01A	67 years, female, asian, stage:iii, alive, 1413 days	202.5
TCGA-B0-5085-01A	76 years, female, white, stage:iii, dead, 770 days	202.3
TCGA-B0-5702-01A	71 years, male, white, stage:i, alive, 2172 days	200.9
TCGA-A4-8515-01A	47 years, male, american indian or alaska native, stage:i, alive, 709 days	200.7
TCGA-B9-5156-01A	51 years, male, white, alive, 1338 days	198.3
TCGA-P4-A5EA-01A	54 years, female, white, stage:iii, dead, 201 days	197.5
TCGA-DZ-6133-01A	66 years, female, white, stage:i, dead, 1557 days	196.4
TCGA-A3-3319-01A	70 years, male, white, stage:i, alive, 1130 days	196.0
TCGA-GL-8500-01A	63 years, male, white, stage:i, alive, 841 days	195.4
TCGA-KL-8328-01A	60 years, male, white, stage:ii, alive, 3127 days	194.7
TCGA-UZ-A9PO-01A	80 years, male, white, stage:i, alive, 1911 days	194.1
TCGA-B2-5639-01A	46 years, male, white, stage:iv, dead, 1003 days	193.1
TCGA-AK-3465-01A	71 years, female, black or african american, stage:i, alive, 369 days	193.0
TCGA-MH-A55W-01A	50 years, male, black or african american, stage:i, alive, 1043 days	192.9
TCGA-B8-5551-01A	65 years, female, black or african american, stage:i, alive, 16 days	192.3
TCGA-DW-7834-01A	53 years, male, white, stage:i, alive, 3950 days	192.2
TCGA-B0-5107-01A	65 years, female, white, stage:iv, dead, 927 days	192.0
TCGA-B0-5117-01A	40 years, male, white, stage:i, alive, 1608 days	190.4
TCGA-BQ-7046-01A	61 years, male, white, stage:i, alive, 2948 days	188.5
TCGA-MH-A855-01A	52 years, female, black or african american, stage:ii, alive, 369 days	188.2
TCGA-KN-8434-01A	65 years, female, white, stage:ii, alive, 1797 days	188.2
TCGA-B0-4698-01A	75 years, male, white, stage:iv, dead, 42 days	186.4
TCGA-G7-7502-01A	83 years, male, white, stage:i, alive, 786 days	186.2
TCGA-BQ-7060-01A	53 years, male, american indian or alaska native, stage:i, alive, 214 days	186.1
TCGA-SX-A7SQ-01A	48 years, male, white, stage:i, alive, 1266 days	185.7
TCGA-BP-5191-01A	80 years, male, white, stage:iii, alive, 967 days	185.4
TCGA-B8-A54D-01A	69 years, male, black or african american, stage:iii, alive, 830 days	185.0
TCGA-B8-A54E-01A	62 years, female, black or african american, stage:i, alive, 909 days	184.3
TCGA-CJ-4638-01A	46 years, female, white, stage:iv, dead, 431 days	184.3
TCGA-UZ-A9PV-01A	65 years, male, white, stage:i, alive, 1444 days	183.6
TCGA-BQ-7056-01A	75 years, female, white, stage:iii, alive, 612 days	181.6
TCGA-B8-5546-01A	38 years, female, black or african american, stage:i, alive, 505 days	178.7
TCGA-IZ-A6M8-01A	69 years, male, black or african american, stage:i, alive, 497 days	178.3
TCGA-F9-A4JJ-01A	35 years, female, black or african american, stage:iii, dead, 325 days	178.2
TCGA-B3-4104-01A	75 years, male, white, stage:ii, alive, 1049 days	177.2
TCGA-KM-8438-01A	45 years, female, white, stage:ii, alive, 4622 days	176.9
TCGA-CJ-5678-01A	62 years, male, black or african american, stage:iv, dead, 574 days	175.1
TCGA-B0-4713-01A	76 years, female, white, stage:iii, dead, 202 days	174.9
TCGA-G7-A8LE-01A	62 years, male, white, stage:i, alive, 2453 days	173.8
TCGA-B3-A6W5-01A	43 years, male, black or african american, stage:i, alive, 309 days	173.2
TCGA-5P-A9K6-01A	64 years, male, white, alive, 1914 days	172.5
TCGA-AK-3433-01A	48 years, female, white, stage:ii, alive, 3409 days	170.7
TCGA-2Z-A9JJ-01A	69 years, female, white, stage:i, alive, 1213 days	170.6
TCGA-CJ-5675-01A	70 years, male, white, stage:ii, alive, 3936 days	170.3
TCGA-IA-A83S-01A	81 years, male, white, dead, 2609 days	169.4
TCGA-UZ-A9PP-01A	60 years, male, white, stage:i, alive, 3010 days	167.8
TCGA-BQ-7062-01A	64 years, male, black or african american, stage:i, alive, 116 days	166.5
TCGA-GL-A4EM-01A	62 years, male, white, stage:i, alive, 32 days	166.0
TCGA-A4-A5XZ-01A	65 years, female, white, stage:ii, alive, 479 days	165.4
TCGA-B9-4113-01A	64 years, male, black or african american, stage:i, dead, 1536 days	164.5
TCGA-B9-A5W7-01A	47 years, male, black or african american, stage:i, alive, 585 days	161.8
TCGA-DW-7963-01B	43 years, male, black or african american, stage:i, alive, 1240 days	161.6
TCGA-EV-5902-01A	58 years, male, white, stage:i, alive, 578 days	161.6
TCGA-DW-7842-01A	52 years, male, white, stage:i, alive, 92 days	160.8
TCGA-A4-7287-01A	75 years, female, white, stage:i, dead, 597 days	160.6
TCGA-PJ-A5Z9-01A	80 years, female, white, stage:i, alive, 540 days	160.6
TCGA-F9-A7Q0-01A	37 years, female, asian, stage:i, alive, 398 days	160.2
TCGA-MH-A560-01A	62 years, male, white, stage:i, alive, 924 days	158.9
TCGA-KL-8340-01A	34 years, male, white, stage:ii, alive, 2024 days	158.6
TCGA-F9-A97G-01A	79 years, male, asian, stage:iii, alive, 13 days	158.3
TCGA-SX-A7SR-01A	66 years, male, white, stage:ii, alive, 805 days	156.2
TCGA-AK-3427-01A	65 years, male, white, stage:i, alive, 3583 days	154.7
TCGA-KO-8407-01A	42 years, male, white, stage:ii, alive, 2820 days	152.5
TCGA-HE-A5NF-01A	58 years, male, stage:i, alive, 2582 days	152.5
TCGA-G6-A8L7-01A	81 years, female, black or african american, stage:i, alive, 2133 days	151.6
TCGA-5P-A9KE-01A	70 years, male, white, alive, 824 days	151.6
TCGA-AK-3453-01A	58 years, female, white, stage:ii, alive, 2531 days	149.7
TCGA-B0-4844-01A	60 years, male, white, stage:iv, dead, 313 days	149.1
TCGA-CW-6087-01A	61 years, male, white, stage:iv, dead, 41 days	149.0
TCGA-Y8-A895-01A	74 years, male, white, stage:i, alive, 484 days	148.7
TCGA-IZ-8196-01A	50 years, male, white, stage:i, alive, 649 days	148.7
TCGA-2Z-A9J1-01A	71 years, male, white, stage:i, alive, 2298 days	148.0
TCGA-A3-3363-01A	50 years, male, asian, stage:ii, alive, 319 days	148.0
TCGA-B0-5707-01A	39 years, female, white, stage:i, alive, 3744 days	147.6
TCGA-P4-AAVM-01A	69 years, male, white, stage:i, alive, 1539 days	147.2
TCGA-BP-4761-01A	57 years, male, white, stage:iii, alive, 182 days	146.4
TCGA-B1-A47O-01A	54 years, female, white, stage:i, alive, 842 days	145.8
TCGA-A4-8516-01A	62 years, male, white, stage:iii, alive, 23 days	144.6
TCGA-UZ-A9PS-01A	62 years, female, black or african american, stage:ii, alive, 2167 days	144.5
TCGA-AL-3466-01A	41 years, male, white, stage:iv, dead, 293 days	144.5
TCGA-2Z-A9J6-01A	61 years, male, white, stage:i, alive, 1731 days	143.9
TCGA-KL-8338-01A	51 years, male, white, stage:iii, alive, 2633 days	143.1
TCGA-DW-5561-01A	51 years, male, black or african american, stage:i, alive, 414 days	142.3
TCGA-2Z-A9JP-01A	63 years, male, white, stage:i, alive, 893 days	142.2
TCGA-B0-5094-01A	62 years, male, white, stage:iv, dead, 333 days	142.0
TCGA-KL-8335-01A	68 years, male, white, stage:iii, alive, 2815 days	141.2
TCGA-A4-7585-01A	67 years, male, white, stage:iii, dead, 1070 days	140.7
TCGA-KM-8442-01A	38 years, male, stage:ii, alive, 1437 days	140.2
TCGA-BQ-7055-01A	73 years, male, white, stage:i, alive, 799 days	140.0
TCGA-KO-8413-01A	46 years, male, white, stage:i, alive, 3038 days	140.0
TCGA-B1-A654-01A	43 years, female, black or african american, stage:i, alive, 616 days	139.6
TCGA-BQ-7059-01A	71 years, male, white, stage:i, alive, 232 days	138.0
TCGA-2Z-A9JO-01A	56 years, female, black or african american, stage:i, alive, 949 days	137.1
TCGA-A4-A57E-01A	59 years, male, white, stage:iv, dead, 258 days	136.4
TCGA-SX-A7SS-01A	67 years, male, white, stage:i, alive, 1615 days	135.2
TCGA-DV-A4VX-01A	59 years, male, black or african american, stage:iv, dead, 1626 days	134.9
TCGA-BQ-5890-01A	69 years, male, white, stage:iii, alive, 233 days	134.4
TCGA-P4-A5EB-01A	83 years, male, white, stage:i, alive, 3015 days	132.9
TCGA-5P-A9KC-01A	51 years, female, white, alive, 377 days	132.3
TCGA-UZ-A9PZ-01A	65 years, male, white, stage:iii, alive, 657 days	132.3
TCGA-SX-A71V-01A	80 years, male, white, stage:i, alive, 876 days	132.3
TCGA-B9-4617-01A	41 years, male, black or african american, alive, 35 days	131.6
TCGA-AL-3473-01A	55 years, male, white, stage:ii, alive, 1906 days	131.0
TCGA-B9-4117-01A	48 years, female, black or african american, alive, 14 days	130.2
TCGA-KL-8324-01A	67 years, female, white, stage:ii, alive, 4676 days	130.2
TCGA-6D-AA2E-01A	68 years, female, black or african american, stage:i, alive, 362 days	129.8
TCGA-SX-A71U-01A	57 years, male, white, stage:i, alive, 1357 days	129.4
TCGA-KM-8441-01A	61 years, female, white, stage:i, alive, 876 days	128.6
TCGA-KN-8428-01A	71 years, male, white, stage:ii, dead, 1590 days	127.9
TCGA-DW-7837-01A	43 years, male, black or african american, stage:i, alive, 1142 days	127.7
TCGA-B9-A5W8-01A	50 years, male, black or african american, stage:ii, alive, 524 days	127.4
TCGA-J7-6720-01A	42 years, male, asian, stage:i, alive, 388 days	127.0
TCGA-AL-3471-01A	74 years, male, white, stage:i, dead, 1500 days	126.2
TCGA-B0-4847-01A	60 years, male, white, stage:iv, dead, 793 days	125.7
TCGA-KO-8408-01A	47 years, male, white, stage:iii, dead, 507 days	125.6
TCGA-B0-5075-01A	77 years, female, white, stage:iii, dead, 637 days	125.0
TCGA-GL-A9DC-01A	66 years, female, white, stage:i, alive, 392 days	123.6
TCGA-KV-A6GD-01A	85 years, male, white, stage:i, alive, 560 days	123.3
TCGA-SX-A7SM-01A	60 years, male, black or african american, stage:iv, dead, 363 days	123.3
TCGA-SX-A7SP-01A	66 years, female, white, stage:i, dead, 496 days	122.6
TCGA-A4-7732-01A	55 years, male, black or african american, alive, 582 days	122.2
TCGA-UZ-A9PK-01A	71 years, male, white, stage:i, alive, 3571 days	121.8
TCGA-KL-8343-01A	72 years, male, white, stage:iii, dead, 2172 days	120.7
TCGA-KL-8334-01A	37 years, female, white, stage:iii, alive, 2949 days	120.4
TCGA-B0-4817-01A	81 years, male, white, stage:iii, dead, 1019 days	119.8
TCGA-G7-A8LC-01A	61 years, male, white, stage:i, alive, 702 days	118.6
TCGA-MH-A854-01A	62 years, female, black or african american, stage:i, alive, 536 days	118.4
TCGA-2K-A9WE-01A	53 years, male, white, stage:ii, alive, 214 days	118.1
TCGA-5P-A9JU-01A	81 years, male, white, stage:iii, alive, 373 days	117.9
TCGA-HE-A5NJ-01A	58 years, male, alive, 1726 days	116.5
TCGA-DW-7841-01A	61 years, male, black or african american, stage:i, alive, 445 days	116.0
TCGA-AL-7173-01A	72 years, female, white, stage:iv, alive, 2060 days	116.0
TCGA-KN-8424-01A	42 years, female, white, stage:i, alive, 1983 days	115.9
TCGA-KO-8403-01A	49 years, male, white, stage:i, alive, 3208 days	115.5
TCGA-UZ-A9PQ-01A	59 years, male, black or african american, stage:iii, dead, 2624 days	115.4
TCGA-A4-A5DU-01A	45 years, female, white, stage:i, alive, 496 days	114.6
TCGA-GL-A9DD-01A	69 years, male, white, stage:i, alive, 341 days	114.4
TCGA-HE-A5NH-01A	62 years, male, stage:i, alive, 791 days	114.3
TCGA-A4-7734-01A	53 years, female, white, stage:i, alive, 27 days	114.0
TCGA-A4-8098-01A	73 years, male, black or african american, stage:i, alive, 896 days	113.6
TCGA-A3-3374-01A	51 years, female, black or african american, stage:i, alive, 1314 days	113.5
TCGA-IA-A83T-01A	80 years, male, white, dead, 2684 days	113.5
TCGA-B2-3923-01A	59 years, male, white, stage:ii, alive, 992 days	113.4
TCGA-BQ-7058-01A	81 years, male, white, stage:iii, dead, 343 days	113.4
TCGA-B9-A44B-01A	70 years, male, black or african american, stage:iii, alive, 361 days	112.9
TCGA-BQ-5886-01A	75 years, male, white, stage:iii, alive, 792 days	112.6
TCGA-DW-7838-01A	66 years, male, white, stage:i, alive, 744 days	112.5
TCGA-GL-A59R-01A	79 years, male, white, stage:iii, alive, 378 days	111.6
TCGA-SX-A7SO-01A	64 years, male, white, stage:i, alive, 1257 days	111.5
TCGA-AL-3468-01A	74 years, male, white, stage:ii, dead, 2331 days	111.1
TCGA-2Z-A9JM-01A	28 years, male, white, stage:i, alive, 934 days	110.9
TCGA-HE-A5NL-01A	51 years, male, stage:i, alive, 767 days	110.8
TCGA-B0-4828-01A	79 years, male, white, stage:iv, dead, 307 days	110.8
TCGA-F9-A8NY-01A	38 years, female, asian, stage:iv, alive, 36 days	110.1
TCGA-AK-3443-01A	45 years, male, white, stage:ii, alive, 1423 days	110.1
TCGA-A4-7997-01A	67 years, male, white, stage:i, alive, 927 days	110.1
TCGA-4A-A93W-01A	66 years, female, white, stage:i, alive, 4 days	109.9
TCGA-A4-8311-01A	60 years, male, white, stage:i, alive, 729 days	108.4
TCGA-AK-3440-01A	58 years, male, white, stage:i, alive, 2865 days	107.7
TCGA-G7-A4TM-01A	41 years, male, black or african american, stage:i, alive, 768 days	107.4
TCGA-P4-A5E7-01A	74 years, female, white, stage:i, alive, 2649 days	107.3
TCGA-B8-A54G-01A	50 years, male, black or african american, stage:i, alive, 53 days	106.3
TCGA-J7-A8I2-01A	75 years, male, asian, stage:i, alive, 307 days	105.6
TCGA-HE-7129-01A	male, stage:ii, alive, 2492 days	104.9
TCGA-F9-A7VF-01A	75 years, female, white, stage:i, alive, 73 days	104.8
TCGA-KM-8477-01A	56 years, male, white, stage:i, alive, 1553 days	104.4
TCGA-A4-A4ZT-01A	71 years, female, white, stage:i, alive, 516 days	103.8
TCGA-5P-A9JZ-01A	51 years, female, white, alive, 2744 days	103.4
TCGA-Y8-A8RY-01A	63 years, male, white, stage:i, alive, 769 days	102.6
TCGA-KN-8431-01A	35 years, female, stage:ii, alive, 588 days	101.7
TCGA-KO-8417-01A	30 years, female, white, stage:i, alive, 2815 days	101.4
TCGA-KN-8419-01A	43 years, male, black or african american, stage:ii, alive, 714 days	100.9
TCGA-KL-8336-01A	51 years, female, white, stage:iv, dead, 920 days	99.9
TCGA-UZ-A9PJ-01A	78 years, male, white, stage:i, dead, 797 days	99.7
TCGA-Y8-A898-01A	69 years, male, white, stage:i, alive, 475 days	98.7
TCGA-G7-6792-01A	40 years, male, black or african american, stage:i, alive, 2765 days	98.1
TCGA-BQ-7049-01A	45 years, female, white, stage:i, dead, 1364 days	98.1
TCGA-2Z-A9J7-01A	63 years, male, white, stage:iv, dead, 139 days	98.1
TCGA-AS-3777-01A	63 years, male, white, stage:i, alive, 1238 days	97.5
TCGA-KL-8323-01A	57 years, female, white, stage:iii, dead, 1158 days	97.3
TCGA-Y8-A896-01A	62 years, male, white, stage:iii, alive, 567 days	97.2
TCGA-KN-8432-01A	86 years, female, white, stage:ii, alive, 76 days	96.9
TCGA-2Z-A9JI-01A	38 years, male, white, stage:iii, alive, 1567 days	96.5
TCGA-WN-AB4C-01A	female, white, stage:i, alive, 1188 days	95.8
TCGA-5P-A9KA-01A	61 years, male, white, alive, 395 days	94.8
TCGA-KO-8411-01A	58 years, male, white, stage:i, alive, 3958 days	94.2
TCGA-KL-8345-01A	75 years, male, white, stage:iii, alive, 1665 days	93.4
TCGA-DZ-6135-01A	45 years, male, stage:i, alive, 2269 days	92.7
TCGA-UZ-A9PU-01A	77 years, male, white, stage:i, dead, 933 days	91.9
TCGA-V9-A7HT-01A	67 years, male, black or african american, stage:ii, alive, 965 days	91.9
TCGA-HE-7130-01A	female, stage:iii, alive, 1770 days	91.3
TCGA-MH-A55Z-01A	65 years, male, black or african american, stage:i, alive, 845 days	90.5
TCGA-2Z-A9J5-01A	80 years, male, white, stage:ii, alive, 3050 days	90.4
TCGA-GL-A59T-01A	46 years, male, white, stage:i, alive, 546 days	90.3
TCGA-DW-7840-01A	60 years, male, black or african american, stage:i, alive, 114 days	90.2
TCGA-KL-8346-01A	62 years, male, white, stage:ii, alive, 1897 days	89.1
TCGA-BQ-7061-01A	84 years, female, white, stage:i, alive, 218 days	88.9
TCGA-SX-A7SN-01A	52 years, male, white, stage:i, alive, 578 days	88.4
TCGA-KN-8423-01A	44 years, male, white, stage:i, alive, 788 days	88.4
TCGA-B1-7332-01A	61 years, female, black or african american, stage:ii, alive, 1141 days	88.0
TCGA-KN-8437-01A	42 years, female, white, stage:i, alive, 3068 days	87.2
TCGA-UZ-A9PM-01A	62 years, male, white, stage:ii, alive, 3811 days	87.1
TCGA-B1-5398-01A	73 years, male, white, stage:iii, alive, 1251 days	85.2
TCGA-KN-8435-01A	59 years, male, white, stage:ii, alive, 3498 days	84.3
TCGA-BQ-5888-01A	74 years, female, white, stage:i, alive, 403 days	84.2
TCGA-BP-4992-01A	66 years, male, white, stage:i, alive, 501 days	83.1
TCGA-A4-8518-01A	48 years, male, white, stage:i, alive, 600 days	82.7
TCGA-B2-4098-01A	72 years, female, black or african american, stage:i, dead, 51 days	82.6
TCGA-5P-A9KF-01A	53 years, male, white, alive, 845 days	82.5
TCGA-Q2-A5QZ-01A	61 years, female, black or african american, stage:iii, alive, 428 days	82.4
TCGA-BQ-5883-01A	79 years, female, black or african american, stage:i, alive, 1242 days	82.0
TCGA-A3-3328-01A	79 years, male, white, stage:i, alive, 1385 days	81.8
TCGA-KL-8341-01A	41 years, male, asian, stage:iv, dead, 754 days	81.4
TCGA-2Z-A9JT-01A	71 years, male, white, stage:i, alive, 684 days	81.1
TCGA-KN-8418-01A	41 years, female, white, stage:ii, alive, 3935 days	80.6
TCGA-KO-8406-01A	17 years, female, white, stage:i, alive, 3145 days	80.4
TCGA-5P-A9KH-01A	77 years, male, white, alive, 2051 days	80.1
TCGA-P4-A5E6-01A	67 years, male, black or african american, stage:iii, alive, 3035 days	79.3
TCGA-EV-5901-01A	47 years, female, white, stage:i, alive, 1040 days	78.0
TCGA-KN-8429-01A	38 years, female, white, stage:iii, alive, 2650 days	77.8
TCGA-IA-A83W-01A	70 years, male, white, stage:i, dead, 2043 days	77.5
TCGA-KL-8339-01A	67 years, male, white, stage:iv, dead, 855 days	77.5
TCGA-KL-8329-01A	57 years, female, asian, stage:i, alive, 2752 days	77.4
TCGA-SX-A71S-01A	66 years, female, white, stage:i, alive, 1504 days	77.1
TCGA-KN-8426-01A	50 years, male, white, stage:iv, alive, 108 days	76.4
TCGA-G6-A5PC-01A	54 years, female, black or african american, stage:iv, dead, 242 days	76.1
TCGA-KL-8325-01A	56 years, female, white, stage:ii, dead, 725 days	75.9
TCGA-KO-8410-01A	74 years, female, white, stage:i, alive, 3136 days	74.6
TCGA-KV-A74V-01A	40 years, male, white, stage:i, alive, 347 days	74.5
TCGA-G7-6790-01A	57 years, male, white, stage:i, alive, 1575 days	74.3
TCGA-BQ-7045-01A	78 years, male, black or african american, stage:i, dead, 1468 days	73.2
TCGA-BQ-5878-01A	79 years, female, white, stage:iii, alive, 1938 days	72.9
TCGA-KN-8436-01A	63 years, male, white, stage:ii, alive, 1288 days	71.8
TCGA-B1-A47N-01A	62 years, male, white, stage:i, alive, 1110 days	71.2
TCGA-UZ-A9PX-01A	73 years, male, white, stage:i, alive, 1981 days	70.1
TCGA-MH-A561-01A	66 years, male, white, stage:i, alive, 841 days	69.6
TCGA-AT-A5NU-01A	77 years, male, white, stage:i, alive, 67 days	69.0
TCGA-KO-8416-01A	41 years, male, white, stage:iii, alive, 2752 days	68.3
TCGA-UZ-A9PL-01A	59 years, male, white, stage:ii, alive, 3152 days	67.9
TCGA-UZ-A9PR-01A	84 years, male, white, stage:i, alive, 2627 days	67.6
TCGA-GL-7773-01A	63 years, male, white, stage:i, alive, 393 days	67.3
TCGA-AK-3447-01A	84 years, male, white, stage:ii, alive, 1217 days	66.2
TCGA-B9-A8YH-01A	52 years, male, black or african american, stage:i, alive, 532 days	65.3
TCGA-KO-8414-01A	50 years, female, white, stage:ii, alive, 3212 days	64.2
TCGA-BQ-5881-01A	69 years, male, white, stage:i, alive, 1454 days	63.8
TCGA-BQ-7044-01A	73 years, male, white, stage:iii, alive, 3760 days	63.3
TCGA-KO-8415-01A	44 years, female, white, stage:i, alive, 2939 days	61.7
TCGA-KN-8425-01A	53 years, male, white, stage:i, alive, 3179 days	61.7
TCGA-O9-A75Z-01A	44 years, male, white, stage:i, alive, 471 days	61.6
TCGA-A4-A6HP-01A	66 years, male, white, stage:i, alive, 379 days	61.6
TCGA-B1-A47M-01A	79 years, male, black or african american, stage:iii, alive, 659 days	61.0
TCGA-SX-A7SU-01A	47 years, male, stage:i, alive, 1331 days	60.8
TCGA-B9-4116-01A	75 years, female, black or african american, alive, 627 days	59.6
TCGA-B3-3925-01A	52 years, male, white, stage:iii, alive, 1029 days	59.1
TCGA-A4-A5Y0-01A	61 years, female, white, stage:i, alive, 252 days	59.1
TCGA-HE-A5NI-01A	73 years, male, stage:i, alive, 360 days	59.0
TCGA-BP-4756-01A	63 years, female, asian, stage:i, alive, 374 days	58.9
TCGA-KL-8326-01A	69 years, male, white, stage:iii, alive, 3322 days	57.9
TCGA-P4-A5E8-01A	57 years, male, white, stage:iii, dead, 1306 days	57.9
TCGA-AL-3472-01A	57 years, male, black or african american, alive, 2029 days	57.0
TCGA-MH-A856-01A	54 years, male, white, stage:i, alive, 947 days	56.9
TCGA-5P-A9K4-01A	54 years, male, white, alive, 2184 days	56.4
TCGA-KO-8409-01A	69 years, male, white, stage:ii, alive, 3180 days	56.1
TCGA-G7-A8LB-01A	70 years, male, white, stage:iv, alive, 547 days	55.7
TCGA-KL-8337-01A	26 years, male, black or african american, stage:ii, alive, 1364 days	55.7
TCGA-KN-8433-01A	46 years, female, white, stage:iii, alive, 341 days	55.7
TCGA-KV-A6GE-01A	65 years, male, white, stage:i, alive, 885 days	53.9
TCGA-KL-8331-01A	48 years, female, white, stage:ii, alive, 3010 days	52.1
TCGA-DW-5560-01A	38 years, female, white, stage:i, alive, 1486 days	51.7
TCGA-SX-A71R-01A	51 years, male, white, stage:i, alive, 1457 days	50.9
TCGA-KM-8440-01A	37 years, male, black or african american, stage:iii, alive, 1366 days	50.1
TCGA-2Z-A9JL-01A	47 years, male, black or african american, stage:i, alive, 1006 days	49.8
TCGA-B9-4115-01A	53 years, male, black or african american, stage:i, alive, 803 days	49.0
TCGA-MH-A562-01A	57 years, male, black or african american, stage:i, alive, 616 days	48.8
TCGA-WN-A9G9-01A	male, white, stage:i, alive, 791 days	47.7
TCGA-2Z-A9J2-01A	71 years, female, white, stage:i, alive, 1795 days	45.3
TCGA-KM-8443-01A	58 years, male, white, stage:ii, alive, 1520 days	44.8
TCGA-UZ-A9Q0-01A	60 years, male, white, stage:i, alive, 3368 days	44.3
TCGA-MH-A857-01A	63 years, male, black or african american, stage:i, alive, 890 days	44.2
TCGA-2Z-A9J3-01A	67 years, male, white, stage:ii, dead, 1771 days	43.5
TCGA-G7-A8LD-01A	71 years, male, white, stage:iii, dead, 514 days	43.0
TCGA-5P-A9K8-01A	51 years, female, white, alive, 1309 days	42.1
TCGA-KM-8476-01A	47 years, male, white, stage:i, alive, 3745 days	41.2
TCGA-5P-A9JY-01A	79 years, male, white, dead, 1508 days	40.5
TCGA-KM-8439-01A	30 years, male, white, stage:i, alive, 708 days	40.0
TCGA-BQ-7051-01A	74 years, male, white, stage:ii, alive, 1533 days	37.7
TCGA-BP-4334-01A	56 years, male, white, stage:iii, dead, 645 days	37.5
TCGA-BQ-5885-01A	63 years, male, white, stage:iii, alive, 921 days	37.2
TCGA-G7-6795-01A	56 years, male, white, stage:i, alive, 1194 days	36.2
TCGA-KL-8330-01A	44 years, female, black or african american, stage:ii, alive, 3304 days	35.5
TCGA-KM-8639-01A	67 years, male, white, stage:i, alive, 953 days	35.0
TCGA-2Z-A9JD-01A	66 years, male, white, stage:i, alive, 1060 days	34.3
TCGA-KL-8327-01A	46 years, female, white, stage:i, alive, 4169 days	34.2
TCGA-AL-A5DJ-01A	55 years, female, white, stage:iii, dead, 1498 days	34.0
TCGA-B9-5155-01A	71 years, male, white, stage:iii, alive, 665 days	33.9
TCGA-5P-A9K2-01A	62 years, male, white, alive, 2392 days	32.3
TCGA-G7-6796-01A	58 years, male, white, stage:i, alive, 2173 days	30.7
TCGA-A4-8312-01A	60 years, male, black or african american, stage:i, alive, 708 days	29.7
TCGA-A4-7288-01A	71 years, female, white, alive, 1857 days	27.8
TCGA-A4-A48D-01A	85 years, male, black or african american, stage:i, alive, 379 days	24.2
TCGA-Y8-A8RZ-01A	55 years, male, white, stage:i, alive, 112 days	22.2
TCGA-GL-A9DE-01A	74 years, male, black or african american, stage:i, alive, 496 days	20.7
TCGA-KN-8421-01A	48 years, female, white, stage:ii, alive, 2674 days	19.4
TCGA-2Z-A9JN-01A	50 years, female, black or african american, stage:i, alive, 740 days	19.3
TCGA-2Z-A9JQ-01A	66 years, male, white, stage:i, alive, 778 days	18.7
TCGA-B9-A8YI-01A	79 years, male, black or african american, stage:i, alive, 374 days	17.1
TCGA-4A-A93X-01A	58 years, male, white, stage:iv, alive, 390 days	17.0
TCGA-2Z-A9J8-01A	50 years, male, white, stage:i, alive, 2790 days	14.5
TCGA-P4-A5ED-01A	51 years, male, white, stage:i, alive, 2816 days	12.7
TCGA-IZ-A6M9-01A	63 years, male, white, stage:i, alive, 376 days	9.7
TCGA-P4-AAVO-01A	69 years, male, white, stage:i, alive, 2400 days	9.6
TCGA-SX-A7SL-01A	74 years, male, stage:i, alive, 823 days	9.4
TCGA-DW-7839-01A	58 years, female, white, stage:i, alive, 419 days	6.3
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RENAL CANCER - Protein expressionⁱ A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here. Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.

Antibody stainingⁱ Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high. This score is based on the staining intensity and fraction of stained cells. Read more	Antibody HPA002989	Antibody HPA003020	Antibody CAB002306
Staining
High
Medium
Low
Not detected
Intensity
Strong
Moderate
Weak
Negative
Quantity
>75%
75%-25%
<25%
None
Location
Nuclear
Cytoplasmic/membranous
Cytoplasmic/membranous,nuclear
None
Click images for details