Expression of ACTG1 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

ACTG1 is not prognostic in renal cancer

Stage:

Survival analysis

Current cut offⁱ:
Best expression cut offⁱ: 580.58
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

763.6

Number of samples

877

Samples

Sample	Description	FPKM
TCGA-B0-4698-01A	75 years, male, white, stage:iv, dead, 42 days	2225.8
TCGA-DW-7834-01A	53 years, male, white, stage:i, alive, 3950 days	2215.8
TCGA-AL-A5DJ-01A	55 years, female, white, stage:iii, dead, 1498 days	2211.4
TCGA-2Z-A9JI-01A	38 years, male, white, stage:iii, alive, 1567 days	2090.5
TCGA-B9-A5W9-01A	40 years, male, white, stage:i, alive, 5 days	2010.0
TCGA-MH-A561-01A	66 years, male, white, stage:i, alive, 841 days	1855.2
TCGA-BP-4770-01A	73 years, female, white, stage:iv, dead, 329 days	1797.7
TCGA-G7-6796-01A	58 years, male, white, stage:i, alive, 2173 days	1794.1
TCGA-B3-4104-01A	75 years, male, white, stage:ii, alive, 1049 days	1783.2
TCGA-B0-5109-01A	69 years, male, white, stage:iii, dead, 587 days	1758.2
TCGA-BQ-5890-01A	69 years, male, white, stage:iii, alive, 233 days	1752.7
TCGA-IZ-A6M8-01A	69 years, male, black or african american, stage:i, alive, 497 days	1739.9
TCGA-G7-6793-01A	60 years, female, white, stage:iv, dead, 336 days	1731.6
TCGA-Y8-A8S1-01A	61 years, male, white, stage:i, alive, 404 days	1692.8
TCGA-5P-A9JZ-01A	51 years, female, white, alive, 2744 days	1657.4
TCGA-B0-5084-01A	33 years, male, white, stage:iv, dead, 222 days	1640.2
TCGA-KL-8339-01A	67 years, male, white, stage:iv, dead, 855 days	1609.6
TCGA-IA-A40Y-01A	60 years, female, white, stage:iii, alive, 62 days	1601.2
TCGA-B0-5098-01A	53 years, female, black or african american, stage:i, dead, 1584 days	1584.9
TCGA-UZ-A9PK-01A	71 years, male, white, stage:i, alive, 3571 days	1556.3
TCGA-P4-A5EA-01A	54 years, female, white, stage:iii, dead, 201 days	1552.3
TCGA-UZ-A9PS-01A	62 years, female, black or african american, stage:ii, alive, 2167 days	1545.5
TCGA-BQ-5891-01A	57 years, female, white, stage:iii, alive, 29 days	1516.6
TCGA-KN-8427-01A	54 years, male, white, stage:iv, alive, 30 days	1505.6
TCGA-AL-3466-01A	41 years, male, white, stage:iv, dead, 293 days	1497.8
TCGA-DV-A4VZ-01A	53 years, male, black or african american, stage:i, alive, 365 days	1489.1
TCGA-B1-A654-01A	43 years, female, black or african american, stage:i, alive, 616 days	1487.5
TCGA-B9-7268-01A	59 years, male, white, stage:ii, alive, 671 days	1486.7
TCGA-BQ-5893-01A	61 years, male, white, stage:iv, dead, 241 days	1467.1
TCGA-BQ-7062-01A	64 years, male, black or african american, stage:i, alive, 116 days	1456.8
TCGA-B0-5707-01A	39 years, female, white, stage:i, alive, 3744 days	1438.4
TCGA-IZ-8195-01A	82 years, male, white, stage:ii, alive, 677 days	1422.7
TCGA-SX-A71S-01A	66 years, female, white, stage:i, alive, 1504 days	1408.5
TCGA-2Z-A9JE-01A	59 years, male, white, stage:i, alive, 1728 days	1407.6
TCGA-A4-A5Y1-01A	75 years, male, white, stage:iii, dead, 395 days	1405.7
TCGA-G7-6789-01A	53 years, female, white, stage:iv, dead, 122 days	1394.8
TCGA-BQ-7046-01A	61 years, male, white, stage:i, alive, 2948 days	1373.4
TCGA-2Z-A9J2-01A	71 years, female, white, stage:i, alive, 1795 days	1371.6
TCGA-B1-7332-01A	61 years, female, black or african american, stage:ii, alive, 1141 days	1369.7
TCGA-G7-6790-01A	57 years, male, white, stage:i, alive, 1575 days	1365.5
TCGA-DW-7839-01A	58 years, female, white, stage:i, alive, 419 days	1364.1
TCGA-GL-A59T-01A	46 years, male, white, stage:i, alive, 546 days	1363.9
TCGA-A4-7287-01A	75 years, female, white, stage:i, dead, 597 days	1359.1
TCGA-2Z-A9JD-01A	66 years, male, white, stage:i, alive, 1060 days	1352.2
TCGA-A4-7734-01A	53 years, female, white, stage:i, alive, 27 days	1337.5
TCGA-B8-A7U6-01A	54 years, female, black or african american, stage:i, alive, 495 days	1331.5
TCGA-BQ-5875-01A	66 years, female, white, stage:iii, alive, 2639 days	1321.7
TCGA-MH-A560-01A	62 years, male, white, stage:i, alive, 924 days	1318.0
TCGA-BQ-7053-01A	57 years, female, black or african american, stage:iii, alive, 1516 days	1314.6
TCGA-B1-A47O-01A	54 years, female, white, stage:i, alive, 842 days	1311.5
TCGA-BP-4761-01A	57 years, male, white, stage:iii, alive, 182 days	1309.7
TCGA-A4-8098-01A	73 years, male, black or african american, stage:i, alive, 896 days	1306.9
TCGA-UZ-A9PM-01A	62 years, male, white, stage:ii, alive, 3811 days	1303.8
TCGA-EV-5901-01A	47 years, female, white, stage:i, alive, 1040 days	1303.7
TCGA-BP-4177-01A	65 years, male, white, stage:i, alive, 1670 days	1300.6
TCGA-SX-A7SM-01A	60 years, male, black or african american, stage:iv, dead, 363 days	1299.8
TCGA-EU-5905-01A	67 years, female, white, stage:i, alive, 119 days	1292.8
TCGA-BQ-5894-01A	42 years, male, stage:iv, alive, 84 days	1290.9
TCGA-Y8-A898-01A	69 years, male, white, stage:i, alive, 475 days	1287.3
TCGA-F9-A7VF-01A	75 years, female, white, stage:i, alive, 73 days	1282.2
TCGA-IA-A83S-01A	81 years, male, white, dead, 2609 days	1280.7
TCGA-A4-7915-01A	35 years, female, black or african american, stage:ii, alive, 7 days	1280.5
TCGA-Y8-A8RZ-01A	55 years, male, white, stage:i, alive, 112 days	1274.4
TCGA-IA-A83V-01A	63 years, male, white, stage:i, dead, 2941 days	1253.9
TCGA-DW-7836-01A	55 years, male, white, stage:i, alive, 1093 days	1245.2
TCGA-BP-4784-01A	67 years, female, white, stage:i, alive, 1854 days	1245.1
TCGA-HE-7130-01A	female, stage:iii, alive, 1770 days	1236.0
TCGA-G7-A8LD-01A	71 years, male, white, stage:iii, dead, 514 days	1233.1
TCGA-BP-4983-01A	67 years, female, asian, stage:iii, alive, 1413 days	1230.2
TCGA-2Z-A9JO-01A	56 years, female, black or african american, stage:i, alive, 949 days	1229.9
TCGA-BQ-5879-01A	32 years, female, white, stage:iii, dead, 697 days	1220.1
TCGA-DW-7838-01A	66 years, male, white, stage:i, alive, 744 days	1211.9
TCGA-A4-7828-01A	74 years, female, black or african american, stage:i, alive, 238 days	1211.4
TCGA-A4-8310-01A	58 years, male, white, stage:iii, alive, 780 days	1207.3
TCGA-GL-A4EM-01A	62 years, male, white, stage:i, alive, 32 days	1200.4
TCGA-B4-5835-01A	64 years, female, white, stage:i, alive, 16 days	1200.0
TCGA-SX-A7SL-01A	74 years, male, stage:i, alive, 823 days	1195.7
TCGA-UZ-A9PL-01A	59 years, male, white, stage:ii, alive, 3152 days	1193.7
TCGA-GL-7773-01A	63 years, male, white, stage:i, alive, 393 days	1191.2
TCGA-A4-7286-01A	42 years, male, white, alive, 554 days	1187.3
TCGA-EV-5902-01A	58 years, male, white, stage:i, alive, 578 days	1185.2
TCGA-BQ-5882-01A	54 years, male, stage:iii, dead, 658 days	1184.7
TCGA-G7-7501-01A	55 years, female, black or african american, stage:iii, dead, 624 days	1173.8
TCGA-P4-AAVO-01A	69 years, male, white, stage:i, alive, 2400 days	1168.3
TCGA-2Z-A9JJ-01A	69 years, female, white, stage:i, alive, 1213 days	1168.1
TCGA-BQ-5886-01A	75 years, male, white, stage:iii, alive, 792 days	1165.5
TCGA-BQ-5888-01A	74 years, female, white, stage:i, alive, 403 days	1164.6
TCGA-6D-AA2E-01A	68 years, female, black or african american, stage:i, alive, 362 days	1163.7
TCGA-DV-5568-01A	26 years, male, white, stage:i, alive, 370 days	1163.5
TCGA-B8-5551-01A	65 years, female, black or african american, stage:i, alive, 16 days	1163.4
TCGA-GL-7966-01A	28 years, female, white, stage:iii, alive, 112 days	1156.5
TCGA-A4-8518-01A	48 years, male, white, stage:i, alive, 600 days	1155.3
TCGA-IA-A83T-01A	80 years, male, white, dead, 2684 days	1154.1
TCGA-P4-AAVM-01A	69 years, male, white, stage:i, alive, 1539 days	1153.1
TCGA-P4-A5E8-01A	57 years, male, white, stage:iii, dead, 1306 days	1152.9
TCGA-4A-A93Y-01A	63 years, female, black or african american, stage:ii, alive, 352 days	1152.5
TCGA-UN-AAZ9-01A	76 years, female, black or african american, stage:i, alive, 548 days	1151.9
TCGA-Y8-A894-01A	57 years, female, white, stage:i, alive, 567 days	1151.2
TCGA-CW-5581-01A	44 years, male, white, stage:i, alive, 2799 days	1149.3
TCGA-2Z-A9JM-01A	28 years, male, white, stage:i, alive, 934 days	1144.6
TCGA-GL-A59R-01A	79 years, male, white, stage:iii, alive, 378 days	1143.7
TCGA-IZ-A6M9-01A	63 years, male, white, stage:i, alive, 376 days	1143.1
TCGA-J7-8537-01A	37 years, female, asian, stage:iii, dead, 321 days	1140.6
TCGA-P4-A5E7-01A	74 years, female, white, stage:i, alive, 2649 days	1139.1
TCGA-4A-A93W-01A	66 years, female, white, stage:i, alive, 4 days	1138.4
TCGA-2Z-A9J6-01A	61 years, male, white, stage:i, alive, 1731 days	1136.3
TCGA-2Z-A9J8-01A	50 years, male, white, stage:i, alive, 2790 days	1135.8
TCGA-BP-5182-01A	56 years, male, white, stage:i, alive, 1165 days	1130.1
TCGA-2Z-A9JS-01A	74 years, male, white, stage:i, dead, 492 days	1128.1
TCGA-DW-7963-01B	43 years, male, black or african american, stage:i, alive, 1240 days	1117.6
TCGA-BP-5006-01A	61 years, male, white, stage:i, alive, 840 days	1117.5
TCGA-BQ-5880-01A	79 years, male, white, stage:iii, dead, 1314 days	1116.4
TCGA-CZ-5469-01A	41 years, male, white, stage:ii, dead, 946 days	1114.7
TCGA-G7-6792-01A	40 years, male, black or african american, stage:i, alive, 2765 days	1114.4
TCGA-B0-4700-01A	60 years, male, white, stage:iv, dead, 1980 days	1111.6
TCGA-G7-6797-01A	46 years, male, white, stage:iii, alive, 765 days	1111.2
TCGA-BP-4774-01A	57 years, female, white, stage:i, alive, 1885 days	1110.4
TCGA-BQ-7050-01A	53 years, female, white, stage:i, alive, 1864 days	1109.1
TCGA-BQ-5892-01A	51 years, male, white, stage:i, alive, 364 days	1104.5
TCGA-A4-8517-01A	71 years, male, white, stage:i, alive, 597 days	1103.2
TCGA-5P-A9JW-01A	64 years, male, white, alive, 3241 days	1103.0
TCGA-UZ-A9PP-01A	60 years, male, white, stage:i, alive, 3010 days	1100.6
TCGA-MH-A855-01A	52 years, female, black or african american, stage:ii, alive, 369 days	1098.5
TCGA-BQ-5877-01A	60 years, male, black or african american, stage:iv, dead, 270 days	1093.7
TCGA-A4-A48D-01A	85 years, male, black or african american, stage:i, alive, 379 days	1091.7
TCGA-2Z-A9JQ-01A	66 years, male, white, stage:i, alive, 778 days	1091.1
TCGA-B9-A5W7-01A	47 years, male, black or african american, stage:i, alive, 585 days	1090.6
TCGA-B1-A655-01A	77 years, female, white, stage:i, alive, 510 days	1089.7
TCGA-HE-A5NF-01A	58 years, male, stage:i, alive, 2582 days	1087.0
TCGA-A3-A6NJ-01A	57 years, female, black or african american, stage:i, alive, 468 days	1085.1
TCGA-B9-5155-01A	71 years, male, white, stage:iii, alive, 665 days	1081.8
TCGA-GL-A9DC-01A	66 years, female, white, stage:i, alive, 392 days	1081.1
TCGA-SX-A7SU-01A	47 years, male, stage:i, alive, 1331 days	1080.2
TCGA-B4-5377-01A	68 years, female, white, stage:iv, alive, 365 days	1079.9
TCGA-G7-A8LE-01A	62 years, male, white, stage:i, alive, 2453 days	1079.2
TCGA-BP-4760-01A	69 years, male, black or african american, stage:i, alive, 2361 days	1077.5
TCGA-BQ-7045-01A	78 years, male, black or african american, stage:i, dead, 1468 days	1076.6
TCGA-IA-A40X-01A	49 years, female, black or african american, stage:i, alive, 608 days	1076.2
TCGA-5P-A9K0-01A	75 years, male, white, alive, 677 days	1072.5
TCGA-PJ-A5Z8-01A	60 years, female, white, stage:i, alive, 600 days	1071.2
TCGA-KV-A74V-01A	40 years, male, white, stage:i, alive, 347 days	1069.2
TCGA-BP-4345-01A	62 years, male, white, stage:iii, alive, 1516 days	1068.3
TCGA-CZ-4861-01A	63 years, male, white, stage:ii, dead, 446 days	1067.5
TCGA-B8-5162-01A	63 years, male, white, stage:ii, alive, 36 days	1066.2
TCGA-CZ-5468-01A	84 years, male, white, stage:iv, dead, 59 days	1061.3
TCGA-5P-A9KE-01A	70 years, male, white, alive, 824 days	1056.7
TCGA-HE-7129-01A	male, stage:ii, alive, 2492 days	1054.7
TCGA-B9-A5W8-01A	50 years, male, black or african american, stage:ii, alive, 524 days	1052.5
TCGA-CZ-4858-01A	39 years, male, white, stage:ii, dead, 2105 days	1052.3
TCGA-B0-5698-01A	77 years, male, black or african american, stage:i, alive, 3631 days	1050.6
TCGA-BP-5170-01A	55 years, male, white, stage:i, alive, 2412 days	1050.2
TCGA-SX-A7SQ-01A	48 years, male, white, stage:i, alive, 1266 days	1048.9
TCGA-UZ-A9PV-01A	65 years, male, white, stage:i, alive, 1444 days	1048.7
TCGA-IA-A40U-01A	56 years, male, white, stage:iii, alive, 511 days	1044.8
TCGA-BQ-5889-01A	63 years, male, white, stage:iv, dead, 329 days	1042.2
TCGA-2Z-A9J1-01A	71 years, male, white, stage:i, alive, 2298 days	1041.8
TCGA-B0-5697-01A	50 years, male, white, stage:i, alive, 2630 days	1033.0
TCGA-P4-A5EB-01A	83 years, male, white, stage:i, alive, 3015 days	1024.8
TCGA-DW-7842-01A	52 years, male, white, stage:i, alive, 92 days	1024.7
TCGA-CJ-4868-01A	42 years, male, white, stage:iv, dead, 646 days	1024.0
TCGA-SX-A7SO-01A	64 years, male, white, stage:i, alive, 1257 days	1023.3
TCGA-HE-A5NK-01A	82 years, male, alive, 2228 days	1022.4
TCGA-SX-A7SP-01A	66 years, female, white, stage:i, dead, 496 days	1022.3
TCGA-G7-A8LC-01A	61 years, male, white, stage:i, alive, 702 days	1018.0
TCGA-KM-8441-01A	61 years, female, white, stage:i, alive, 876 days	1017.0
TCGA-MW-A4EC-01A	73 years, female, black or african american, stage:i, alive, 498 days	1012.8
TCGA-B0-5095-01A	81 years, male, white, stage:iii, dead, 245 days	1011.4
TCGA-GL-6846-01A	52 years, male, white, stage:iv, alive, 5925 days	1010.8
TCGA-MH-A854-01A	62 years, female, black or african american, stage:i, alive, 536 days	1010.5
TCGA-5P-A9JY-01A	79 years, male, white, dead, 1508 days	1010.1
TCGA-BP-4326-01A	53 years, female, white, stage:i, dead, 1625 days	1009.9
TCGA-KL-8333-01A	69 years, male, white, stage:ii, alive, 2991 days	1006.9
TCGA-CJ-4642-01B	47 years, male, white, stage:ii, alive, 3205 days	1006.4
TCGA-Y8-A8S0-01A	58 years, male, white, stage:i, alive, 183 days	1006.2
TCGA-PJ-A5Z9-01A	80 years, female, white, stage:i, alive, 540 days	1004.0
TCGA-B0-4703-01A	51 years, male, white, stage:iv, dead, 182 days	998.8
TCGA-O9-A75Z-01A	44 years, male, white, stage:i, alive, 471 days	998.1
TCGA-BQ-5878-01A	79 years, female, white, stage:iii, alive, 1938 days	998.0
TCGA-AL-3468-01A	74 years, male, white, stage:ii, dead, 2331 days	995.8
TCGA-Y8-A897-01A	68 years, female, white, stage:i, alive, 549 days	995.6
TCGA-BP-5184-01A	54 years, male, white, stage:i, alive, 1133 days	994.2
TCGA-B1-A657-01A	54 years, male, white, stage:i, alive, 641 days	993.1
TCGA-2Z-A9JP-01A	63 years, male, white, stage:i, alive, 893 days	992.0
TCGA-BP-4795-01A	74 years, female, white, stage:i, alive, 620 days	991.2
TCGA-B8-4143-01A	66 years, female, white, stage:iv, dead, 709 days	990.0
TCGA-2Z-A9J7-01A	63 years, male, white, stage:iv, dead, 139 days	989.2
TCGA-B9-5156-01A	51 years, male, white, alive, 1338 days	989.1
TCGA-AK-3431-01A	62 years, female, white, stage:ii, dead, 2241 days	985.9
TCGA-B0-5096-01A	72 years, female, white, stage:iii, dead, 68 days	985.5
TCGA-A3-A6NL-01A	49 years, female, black or african american, stage:i, alive, 689 days	983.3
TCGA-B0-4699-01A	74 years, male, white, stage:iv, dead, 110 days	982.1
TCGA-BP-4166-01A	69 years, male, white, stage:iii, alive, 13 days	981.2
TCGA-AK-3443-01A	45 years, male, white, stage:ii, alive, 1423 days	980.7
TCGA-CJ-6027-01A	77 years, male, white, stage:i, dead, 3615 days	980.5
TCGA-B9-4116-01A	75 years, female, black or african american, alive, 627 days	979.4
TCGA-B0-5080-01A	63 years, male, white, stage:iv, dead, 342 days	977.5
TCGA-5P-A9KF-01A	53 years, male, white, alive, 845 days	974.4
TCGA-SX-A71U-01A	57 years, male, white, stage:i, alive, 1357 days	970.1
TCGA-UZ-A9PJ-01A	78 years, male, white, stage:i, dead, 797 days	969.4
TCGA-B3-3926-01A	59 years, female, white, stage:i, alive, 883 days	967.2
TCGA-A3-3328-01A	79 years, male, white, stage:i, alive, 1385 days	966.8
TCGA-A4-7288-01A	71 years, female, white, alive, 1857 days	965.9
TCGA-BQ-7056-01A	75 years, female, white, stage:iii, alive, 612 days	965.5
TCGA-2Z-A9J5-01A	80 years, male, white, stage:ii, alive, 3050 days	961.7
TCGA-P4-A5ED-01A	51 years, male, white, stage:i, alive, 2816 days	961.3
TCGA-A4-8516-01A	62 years, male, white, stage:iii, alive, 23 days	956.8
TCGA-A4-A5Y0-01A	61 years, female, white, stage:i, alive, 252 days	953.8
TCGA-UZ-A9PO-01A	80 years, male, white, stage:i, alive, 1911 days	950.7
TCGA-A3-A6NI-01A	47 years, male, black or african american, stage:i, alive, 1018 days	947.1
TCGA-KV-A6GD-01A	85 years, male, white, stage:i, alive, 560 days	938.8
TCGA-F9-A97G-01A	79 years, male, asian, stage:iii, alive, 13 days	936.9
TCGA-CJ-5671-01A	51 years, male, white, stage:i, alive, 3987 days	936.6
TCGA-5P-A9K4-01A	54 years, male, white, alive, 2184 days	933.7
TCGA-B0-4837-01A	63 years, male, white, stage:i, dead, 1378 days	932.3
TCGA-BQ-7049-01A	45 years, female, white, stage:i, dead, 1364 days	930.9
TCGA-B0-5097-01A	59 years, female, white, stage:iii, alive, 665 days	930.3
TCGA-F9-A4JJ-01A	35 years, female, black or african american, stage:iii, dead, 325 days	929.3
TCGA-B0-5107-01A	65 years, female, white, stage:iv, dead, 927 days	922.7
TCGA-B0-4694-01A	72 years, male, white, stage:iii, dead, 106 days	922.4
TCGA-B0-4849-01A	51 years, male, white, stage:iii, dead, 69 days	919.3
TCGA-SX-A71W-01A	66 years, male, white, stage:i, alive, 1076 days	918.6
TCGA-DV-5566-01A	67 years, female, white, stage:i, alive, 1398 days	917.9
TCGA-B0-4843-01A	57 years, male, white, stage:iii, dead, 320 days	916.1
TCGA-P4-AAVL-01A	85 years, male, white, stage:iii, dead, 487 days	916.1
TCGA-A3-3346-01A	68 years, male, white, stage:i, dead, 137 days	916.1
TCGA-B0-5100-01A	72 years, male, black or african american, stage:iii, dead, 1913 days	915.9
TCGA-BP-4765-01A	43 years, male, white, stage:i, alive, 2184 days	915.9
TCGA-CW-6097-01A	32 years, male, white, stage:iii, dead, 571 days	913.6
TCGA-CZ-5982-01A	59 years, female, white, stage:i, alive, 2439 days	913.5
TCGA-BP-4968-01A	40 years, male, white, stage:i, alive, 1746 days	912.7
TCGA-HE-A5NL-01A	51 years, male, stage:i, alive, 767 days	912.4
TCGA-CJ-5677-01A	54 years, female, white, stage:iv, dead, 782 days	912.3
TCGA-SX-A7SN-01A	52 years, male, white, stage:i, alive, 578 days	909.3
TCGA-SX-A71V-01A	80 years, male, white, stage:i, alive, 876 days	904.0
TCGA-5P-A9KA-01A	61 years, male, white, alive, 395 days	903.4
TCGA-CW-5591-01A	56 years, male, white, stage:iv, alive, 2271 days	902.5
TCGA-G7-A4TM-01A	41 years, male, black or african american, stage:i, alive, 768 days	901.5
TCGA-B1-A47M-01A	79 years, male, black or african american, stage:iii, alive, 659 days	899.4
TCGA-AK-3456-01A	48 years, male, black or african american, stage:ii, alive, 1143 days	899.0
TCGA-A4-8630-01A	59 years, female, white, stage:i, alive, 436 days	898.7
TCGA-5P-A9K3-01A	59 years, male, white, dead, 471 days	895.9
TCGA-Y8-A895-01A	74 years, male, white, stage:i, alive, 484 days	894.4
TCGA-DW-7841-01A	61 years, male, black or african american, stage:i, alive, 445 days	893.8
TCGA-5P-A9K6-01A	64 years, male, white, alive, 1914 days	892.8
TCGA-B0-4712-01A	76 years, male, white, stage:iv, dead, 1337 days	892.7
TCGA-BQ-5881-01A	69 years, male, white, stage:i, alive, 1454 days	888.6
TCGA-AK-3461-01A	72 years, male, white, stage:i, alive, 2217 days	887.5
TCGA-SX-A7SR-01A	66 years, male, white, stage:ii, alive, 805 days	887.4
TCGA-B0-5695-01A	61 years, female, white, stage:i, alive, 2150 days	886.5
TCGA-G6-A8L6-01A	55 years, male, black or african american, stage:iv, dead, 313 days	883.1
TCGA-2Z-A9JT-01A	71 years, male, white, stage:i, alive, 684 days	882.2
TCGA-B8-A54J-01A	60 years, male, black or african american, stage:ii, alive, 528 days	878.2
TCGA-BP-4758-01A	40 years, male, white, stage:i, alive, 2208 days	877.2
TCGA-B0-4813-01A	68 years, male, white, stage:iii, dead, 18 days	877.1
TCGA-B4-5838-01A	52 years, male, white, alive, 166 days	875.9
TCGA-BQ-7060-01A	53 years, male, american indian or alaska native, stage:i, alive, 214 days	873.5
TCGA-A4-A5DU-01A	45 years, female, white, stage:i, alive, 496 days	872.2
TCGA-J7-A8I2-01A	75 years, male, asian, stage:i, alive, 307 days	871.9
TCGA-B0-4696-01A	58 years, male, white, stage:iii, dead, 866 days	871.0
TCGA-CJ-4878-01A	71 years, female, white, stage:iii, alive, 2186 days	869.4
TCGA-AT-A5NU-01A	77 years, male, white, stage:i, alive, 67 days	867.4
TCGA-BQ-7051-01A	74 years, male, white, stage:ii, alive, 1533 days	867.3
TCGA-KO-8404-01A	78 years, male, white, stage:iv, dead, 325 days	861.9
TCGA-CJ-5678-01A	62 years, male, black or african american, stage:iv, dead, 574 days	860.7
TCGA-HE-A5NH-01A	62 years, male, stage:i, alive, 791 days	854.4
TCGA-B0-5696-01A	70 years, male, white, stage:iii, alive, 2609 days	853.0
TCGA-B0-4836-01A	61 years, male, white, stage:iv, dead, 1238 days	852.8
TCGA-BP-4343-01A	64 years, male, white, stage:iii, dead, 1912 days	852.3
TCGA-A3-3306-01A	67 years, male, white, stage:i, alive, 1120 days	850.3
TCGA-BQ-7058-01A	81 years, male, white, stage:iii, dead, 343 days	849.9
TCGA-B9-4115-01A	53 years, male, black or african american, stage:i, alive, 803 days	849.4
TCGA-DZ-6134-01A	69 years, male, white, stage:i, alive, 1856 days	846.5
TCGA-2Z-A9J9-01A	77 years, male, black or african american, stage:i, alive, 2294 days	844.8
TCGA-DW-7837-01A	43 years, male, black or african american, stage:i, alive, 1142 days	843.6
TCGA-BP-5196-01A	54 years, male, white, stage:i, alive, 1018 days	842.8
TCGA-P4-AAVK-01A	74 years, male, white, stage:iii, alive, 1590 days	842.6
TCGA-B1-5398-01A	73 years, male, white, stage:iii, alive, 1251 days	842.3
TCGA-B8-5163-01A	63 years, female, white, stage:iii, alive, 822 days	841.9
TCGA-CJ-4904-01A	60 years, female, white, stage:iv, alive, 3302 days	841.6
TCGA-B0-5710-01A	57 years, male, white, stage:i, alive, 2430 days	841.6
TCGA-A4-7996-01A	61 years, female, white, stage:i, alive, 506 days	840.3
TCGA-5P-A9JV-01A	49 years, male, white, alive, 2043 days	838.0
TCGA-UZ-A9PR-01A	84 years, male, white, stage:i, alive, 2627 days	836.9
TCGA-BP-4342-01A	79 years, male, white, stage:ii, dead, 2256 days	836.6
TCGA-BP-4762-01A	42 years, male, white, stage:i, dead, 1343 days	836.1
TCGA-B3-3925-01A	52 years, male, white, stage:iii, alive, 1029 days	836.1
TCGA-A4-7583-01A	60 years, male, black or african american, stage:i, alive, 3 days	833.8
TCGA-BP-5202-01A	75 years, male, white, stage:iii, alive, 29 days	833.3
TCGA-F9-A8NY-01A	38 years, female, asian, stage:iv, alive, 36 days	832.5
TCGA-CZ-5452-01A	69 years, male, white, stage:ii, alive, 1789 days	828.5
TCGA-BP-4331-01A	52 years, male, white, stage:i, dead, 2454 days	826.0
TCGA-AS-3778-01A	35 years, male, white, stage:i, alive, 43 days	824.4
TCGA-DZ-6135-01A	45 years, male, stage:i, alive, 2269 days	824.1
TCGA-B0-5690-01A	53 years, female, white, stage:i, alive, 3392 days	823.0
TCGA-CJ-4882-01A	57 years, male, black or african american, stage:iii, alive, 1883 days	822.8
TCGA-DV-5569-01A	29 years, female, white, stage:i, alive, 355 days	822.2
TCGA-CJ-4870-01A	58 years, female, black or african american, stage:iii, alive, 1498 days	822.0
TCGA-BP-5200-01A	44 years, male, white, stage:ii, alive, 1063 days	821.3
TCGA-B0-4827-01A	77 years, female, white, stage:iii, dead, 885 days	821.3
TCGA-BP-5192-01A	59 years, male, white, stage:i, alive, 714 days	820.7
TCGA-B8-5164-01A	65 years, male, white, stage:iii, alive, 26 days	820.0
TCGA-BP-4781-01A	78 years, male, white, stage:i, alive, 2080 days	819.6
TCGA-CW-5589-01A	52 years, male, white, stage:i, alive, 2378 days	818.9
TCGA-B2-5636-01A	79 years, male, white, stage:i, alive, 919 days	818.5
TCGA-CZ-5467-01A	86 years, female, white, stage:iii, dead, 73 days	818.3
TCGA-BP-5201-01A	63 years, male, white, stage:iv, alive, 951 days	816.6
TCGA-F9-A7Q0-01A	37 years, female, asian, stage:i, alive, 398 days	816.5
TCGA-MH-A856-01A	54 years, male, white, stage:i, alive, 947 days	815.9
TCGA-CJ-4895-01A	62 years, male, white, stage:iv, dead, 1200 days	815.8
TCGA-AL-3472-01A	57 years, male, black or african american, alive, 2029 days	815.4
TCGA-CJ-4902-01A	61 years, male, white, stage:iii, alive, 1520 days	814.8
TCGA-CJ-4918-01A	64 years, male, white, stage:iv, dead, 93 days	813.7
TCGA-DV-A4W0-01A	55 years, male, black or african american, stage:i, alive, 2470 days	811.6
TCGA-A4-8515-01A	47 years, male, american indian or alaska native, stage:i, alive, 709 days	811.3
TCGA-3Z-A93Z-01A	69 years, male, black or african american, stage:i, alive, 385 days	811.1
TCGA-BP-4993-01A	58 years, male, white, stage:i, alive, 177 days	808.7
TCGA-AK-3436-01A	40 years, male, white, stage:iv, alive, 3331 days	808.7
TCGA-B8-4153-01B	74 years, male, white, stage:iii, alive, 762 days	807.7
TCGA-BP-4986-01A	75 years, male, white, stage:i, alive, 785 days	806.3
TCGA-BP-5004-01A	53 years, male, white, stage:i, alive, 1126 days	805.4
TCGA-B2-4098-01A	72 years, female, black or african american, stage:i, dead, 51 days	801.9
TCGA-B0-5709-01A	62 years, female, white, stage:iii, alive, 3974 days	801.2
TCGA-B0-5102-01A	74 years, female, white, stage:i, dead, 2764 days	801.0
TCGA-CJ-6031-01A	54 years, male, white, stage:i, alive, 1906 days	800.4
TCGA-B3-4103-01A	56 years, male, white, stage:i, alive, 930 days	799.9
TCGA-GL-A9DD-01A	69 years, male, white, stage:i, alive, 341 days	799.6
TCGA-2Z-A9JN-01A	50 years, female, black or african american, stage:i, alive, 740 days	799.1
TCGA-A3-3363-01A	50 years, male, asian, stage:ii, alive, 319 days	798.7
TCGA-BP-4167-01A	60 years, male, white, stage:iii, alive, 2718 days	798.7
TCGA-P4-A5E6-01A	67 years, male, black or african american, stage:iii, alive, 3035 days	798.5
TCGA-A4-8311-01A	60 years, male, white, stage:i, alive, 729 days	795.6
TCGA-IZ-8196-01A	50 years, male, white, stage:i, alive, 649 days	795.2
TCGA-EV-5903-01A	57 years, male, white, stage:i, alive, 757 days	794.3
TCGA-CW-6093-01A	73 years, male, white, stage:i, alive, 3146 days	793.3
TCGA-CJ-4907-01A	58 years, male, white, stage:iii, alive, 1499 days	792.0
TCGA-BP-4804-01A	59 years, male, white, stage:i, alive, 1459 days	791.6
TCGA-A3-3307-01A	66 years, male, stage:iii, alive, 1436 days	791.4
TCGA-B3-8121-01A	48 years, female, black or african american, stage:i, alive, 379 days	790.2
TCGA-CJ-4872-01A	51 years, male, white, stage:i, alive, 326 days	789.0
TCGA-B8-5165-01A	43 years, male, white, stage:i, alive, 737 days	788.8
TCGA-B1-A656-01A	64 years, male, white, stage:i, alive, 618 days	788.5
TCGA-CJ-4640-01A	49 years, male, white, stage:iii, alive, 3480 days	788.1
TCGA-UZ-A9PN-01A	54 years, male, white, stage:iii, dead, 1136 days	782.1
TCGA-CJ-6033-01A	54 years, female, white, stage:iv, dead, 224 days	781.2
TCGA-B8-A8YJ-01A	60 years, female, black or african american, stage:i, alive, 431 days	778.2
TCGA-KL-8326-01A	69 years, male, white, stage:iii, alive, 3322 days	777.5
TCGA-B0-5116-01A	53 years, male, white, stage:iii, alive, 1274 days	775.3
TCGA-B0-5699-01A	53 years, male, white, stage:i, alive, 3841 days	775.1
TCGA-CJ-4873-01A	85 years, female, white, stage:iii, alive, 2259 days	774.8
TCGA-B0-5110-01A	71 years, female, white, stage:i, alive, 2009 days	773.4
TCGA-BP-4163-01A	60 years, female, white, stage:iii, alive, 2839 days	773.1
TCGA-CJ-6032-01A	63 years, female, white, stage:ii, alive, 3639 days	772.8
TCGA-DV-5567-01A	40 years, female, black or african american, stage:i, alive, 2004 days	772.7
TCGA-CJ-4890-01A	72 years, male, white, stage:iv, alive, 3519 days	772.6
TCGA-BP-5199-01A	58 years, male, white, stage:ii, alive, 1355 days	771.6
TCGA-CW-5580-01A	73 years, female, white, stage:iv, dead, 1964 days	771.3
TCGA-B0-5693-01A	47 years, female, white, stage:i, alive, 4074 days	770.3
TCGA-CJ-5676-01A	47 years, male, white, stage:iii, alive, 4067 days	769.8
TCGA-CJ-4637-01A	52 years, female, white, stage:iv, dead, 2227 days	768.9
TCGA-DV-5576-01A	55 years, female, black or african american, stage:i, dead, 727 days	768.5
TCGA-T7-A92I-01A	47 years, female, black or african american, stage:i, alive, 356 days	767.0
TCGA-CZ-4859-01A	59 years, female, white, stage:i, alive, 1787 days	766.9
TCGA-CZ-4857-01A	56 years, male, white, stage:iv, dead, 1432 days	766.8
TCGA-AK-3425-01A	68 years, male, white, stage:i, alive, 3343 days	766.7
TCGA-B0-4823-01A	88 years, male, white, stage:i, dead, 454 days	763.4
TCGA-KL-8344-01A	51 years, male, white, stage:iii, alive, 876 days	762.4
TCGA-CJ-4876-01A	57 years, male, white, stage:ii, alive, 1955 days	760.5
TCGA-BP-4985-01A	72 years, male, white, stage:iii, dead, 952 days	755.7
TCGA-CW-5585-01A	51 years, male, white, stage:iv, alive, 2609 days	755.4
TCGA-CW-5584-01A	74 years, male, white, stage:iii, dead, 164 days	754.0
TCGA-B0-4844-01A	60 years, male, white, stage:iv, dead, 313 days	752.3
TCGA-G6-A8L7-01A	81 years, female, black or african american, stage:i, alive, 2133 days	750.8
TCGA-CJ-4869-01A	49 years, male, white, stage:iii, alive, 2554 days	749.6
TCGA-BQ-7055-01A	73 years, male, white, stage:i, alive, 799 days	749.1
TCGA-CZ-5459-01A	63 years, male, white, stage:iii, alive, 1683 days	748.0
TCGA-A3-3365-01A	46 years, male, white, stage:i, alive, 873 days	747.5
TCGA-BP-4789-01A	48 years, male, white, stage:i, alive, 1489 days	747.0
TCGA-DZ-6132-01A	69 years, male, stage:i, alive, 2460 days	745.1
TCGA-B0-4718-01A	57 years, male, white, stage:iii, alive, 1778 days	742.8
TCGA-B0-4816-01A	49 years, male, white, stage:ii, dead, 1371 days	742.4
TCGA-B0-5700-01A	77 years, male, white, stage:i, alive, 1790 days	742.4
TCGA-B8-A54K-01A	61 years, male, black or african american, stage:i, alive, 469 days	741.0
TCGA-IA-A83W-01A	70 years, male, white, stage:i, dead, 2043 days	739.6
TCGA-B0-5092-01A	53 years, female, white, stage:iv, dead, 459 days	739.5
TCGA-CZ-5466-01A	67 years, male, stage:iii, alive, 685 days	739.4
TCGA-CW-6090-01A	68 years, male, white, stage:i, alive, 2552 days	739.1
TCGA-G7-6795-01A	56 years, male, white, stage:i, alive, 1194 days	738.3
TCGA-CW-6087-01A	61 years, male, white, stage:iv, dead, 41 days	738.1
TCGA-BP-4970-01A	44 years, male, asian, stage:iii, alive, 433 days	737.6
TCGA-B9-4117-01A	48 years, female, black or african american, alive, 14 days	737.5
TCGA-KM-8442-01A	38 years, male, stage:ii, alive, 1437 days	736.7
TCGA-B0-4707-01A	63 years, male, white, stage:iii, dead, 600 days	733.1
TCGA-AK-3445-01A	69 years, male, white, stage:iii, alive, 2392 days	732.8
TCGA-DV-5565-01A	59 years, male, white, stage:i, alive, 1329 days	731.6
TCGA-A3-3313-01A	59 years, male, black or african american, stage:i, dead, 735 days	731.1
TCGA-B0-5108-01A	54 years, male, white, stage:iii, alive, 1782 days	730.0
TCGA-KO-8405-01A	29 years, male, white, stage:iii, alive, 3056 days	729.4
TCGA-KO-8410-01A	74 years, female, white, stage:i, alive, 3136 days	728.9
TCGA-G6-A8L8-01A	62 years, female, black or african american, stage:i, dead, 1091 days	725.9
TCGA-GK-A6C7-01A	77 years, female, black or african american, stage:i, alive, 61 days	725.7
TCGA-BP-4976-01A	77 years, male, white, stage:i, alive, 1632 days	724.5
TCGA-BP-4160-01A	67 years, male, white, stage:iii, alive, 2881 days	723.5
TCGA-BP-5174-01A	45 years, female, white, stage:i, alive, 2257 days	723.3
TCGA-MH-A55Z-01A	65 years, male, black or african american, stage:i, alive, 845 days	722.5
TCGA-CJ-4889-01A	63 years, female, white, stage:i, alive, 1946 days	721.4
TCGA-CW-5590-01A	51 years, male, white, stage:iv, dead, 1075 days	718.4
TCGA-B0-5713-01A	75 years, female, white, stage:iii, alive, 2782 days	718.0
TCGA-MM-A84U-01A	58 years, female, black or african american, stage:i, alive, 700 days	717.9
TCGA-B0-5702-01A	71 years, male, white, stage:i, alive, 2172 days	717.0
TCGA-HE-A5NJ-01A	58 years, male, alive, 1726 days	716.4
TCGA-CJ-4899-01A	42 years, male, asian, stage:i, alive, 1528 days	715.3
TCGA-BP-4769-01A	63 years, male, white, stage:i, alive, 1876 days	715.3
TCGA-CW-5588-01A	78 years, female, white, stage:i, alive, 2017 days	714.1
TCGA-BQ-5883-01A	79 years, female, black or african american, stage:i, alive, 1242 days	714.1
TCGA-A4-A5XZ-01A	65 years, female, white, stage:ii, alive, 479 days	712.8
TCGA-BP-5010-01A	63 years, male, white, stage:iii, dead, 878 days	712.2
TCGA-DV-5575-01A	52 years, female, white, stage:i, alive, 1729 days	711.8
TCGA-B8-5545-01A	42 years, male, black or african american, stage:i, alive, 1525 days	711.4
TCGA-A3-3376-01A	51 years, male, black or african american, stage:i, dead, 1696 days	711.2
TCGA-B0-5081-01A	80 years, female, white, stage:iii, dead, 362 days	711.0
TCGA-B0-4848-01A	54 years, male, white, stage:iii, dead, 883 days	710.9
TCGA-UZ-A9PZ-01A	65 years, male, white, stage:iii, alive, 657 days	710.6
TCGA-DZ-6133-01A	66 years, female, white, stage:i, dead, 1557 days	710.3
TCGA-BP-4807-01A	42 years, male, white, stage:i, alive, 211 days	709.8
TCGA-DV-5574-01A	37 years, male, white, stage:i, alive, 2016 days	709.2
TCGA-B8-5158-01A	56 years, male, white, stage:iii, alive, 1218 days	707.5
TCGA-A4-A4ZT-01A	71 years, female, white, stage:i, alive, 516 days	705.9
TCGA-CJ-4901-01A	47 years, male, white, stage:iii, alive, 1450 days	705.6
TCGA-CZ-4865-01A	70 years, female, white, stage:i, dead, 166 days	705.4
TCGA-B0-5706-01A	45 years, male, white, stage:ii, alive, 3205 days	703.9
TCGA-EU-5904-01A	47 years, female, white, stage:i, alive, 551 days	702.0
TCGA-BP-5195-01A	75 years, male, white, stage:i, alive, 749 days	701.4
TCGA-BP-5173-01A	75 years, male, white, stage:i, dead, 62 days	700.5
TCGA-DW-7840-01A	60 years, male, black or african american, stage:i, alive, 114 days	698.8
TCGA-BP-4337-01A	76 years, female, white, stage:iii, dead, 2 days	697.1
TCGA-B0-4810-01A	47 years, male, white, stage:iii, dead, 478 days	696.5
TCGA-BP-4759-01A	50 years, male, white, stage:i, alive, 2372 days	696.0
TCGA-B0-4691-01A	55 years, male, white, stage:iv, dead, 139 days	695.5
TCGA-CZ-4856-01A	62 years, female, white, stage:i, alive, 18 days	693.5
TCGA-B8-4151-01A	51 years, female, white, stage:iii, alive, 1299 days	693.0
TCGA-A3-3359-01A	82 years, female, white, stage:i, alive, 2504 days	692.7
TCGA-CJ-5689-01A	90 years, male, white, stage:i, dead, 1620 days	692.0
TCGA-BP-4159-01A	70 years, male, white, stage:i, dead, 2601 days	689.3
TCGA-B0-5812-01A	53 years, male, white, stage:i, alive, 3834 days	689.0
TCGA-B0-4814-01A	58 years, male, white, stage:iv, dead, 168 days	688.7
TCGA-BP-4349-01A	68 years, female, white, stage:i, alive, 372 days	688.5
TCGA-BP-4961-01A	47 years, male, white, stage:i, alive, 1935 days	688.5
TCGA-BP-4173-01A	47 years, male, white, stage:ii, alive, 1893 days	686.5
TCGA-B8-5552-01B	41 years, female, white, stage:i, alive, 1046 days	686.1
TCGA-A3-3311-01A	58 years, male, stage:i, dead, 1191 days	685.9
TCGA-BP-5176-01A	78 years, female, white, stage:i, dead, 1590 days	685.5
TCGA-CZ-5465-01A	76 years, female, stage:iii, dead, 2564 days	684.0
TCGA-CJ-5682-01A	60 years, male, white, stage:iv, alive, 3736 days	683.6
TCGA-B0-5106-01A	64 years, male, white, stage:i, dead, 1598 days	681.9
TCGA-CJ-4908-01A	38 years, male, white, stage:i, alive, 1531 days	681.4
TCGA-CZ-5453-01A	67 years, male, white, stage:ii, dead, 2419 days	681.4
TCGA-B8-A54H-01A	69 years, female, black or african american, stage:ii, alive, 256 days	679.1
TCGA-BP-4959-01A	49 years, male, white, stage:i, alive, 2660 days	676.5
TCGA-BP-5008-01A	46 years, male, white, stage:i, alive, 1071 days	675.8
TCGA-KO-8413-01A	46 years, male, white, stage:i, alive, 3038 days	674.4
TCGA-CJ-4881-01A	41 years, male, white, stage:iii, alive, 2014 days	674.2
TCGA-BP-4771-01A	62 years, male, white, stage:iv, dead, 162 days	673.5
TCGA-A3-3383-01A	52 years, male, white, stage:i, alive, 861 days	673.1
TCGA-CZ-5470-01A	72 years, female, stage:ii, alive, 386 days	672.9
TCGA-EU-5906-01A	55 years, male, white, stage:i, alive, 206 days	672.7
TCGA-A4-7585-01A	67 years, male, white, stage:iii, dead, 1070 days	672.5
TCGA-2K-A9WE-01A	53 years, male, white, stage:ii, alive, 214 days	671.0
TCGA-BP-5198-01A	72 years, male, white, stage:iii, alive, 603 days	670.9
TCGA-KV-A6GE-01A	65 years, male, white, stage:i, alive, 885 days	670.4
TCGA-J7-6720-01A	42 years, male, asian, stage:i, alive, 388 days	669.6
TCGA-B0-4821-01A	68 years, female, asian, stage:iii, dead, 1230 days	669.6
TCGA-B0-5400-01A	59 years, female, white, stage:iii, alive, 1733 days	668.3
TCGA-CJ-4641-01A	55 years, female, white, stage:iv, dead, 1661 days	667.8
TCGA-CJ-4900-01A	69 years, female, white, stage:iv, dead, 1714 days	667.4
TCGA-2Z-A9JR-01A	57 years, male, white, stage:i, alive, 161 days	667.3
TCGA-B0-4846-01A	52 years, male, white, stage:iv, dead, 1200 days	665.4
TCGA-BP-4962-01A	58 years, male, white, stage:ii, alive, 1785 days	665.4
TCGA-AK-3455-01A	71 years, female, white, stage:iii, dead, 683 days	664.4
TCGA-BP-5000-01A	40 years, male, white, stage:i, alive, 563 days	663.3
TCGA-B0-4688-01A	46 years, male, white, stage:iv, dead, 101 days	662.5
TCGA-CJ-5672-01A	84 years, male, white, stage:i, dead, 2190 days	661.5
TCGA-BP-4341-01A	67 years, male, white, stage:iii, dead, 1589 days	661.5
TCGA-G7-7502-01A	83 years, male, white, stage:i, alive, 786 days	661.1
TCGA-CJ-4886-01A	43 years, female, white, stage:i, alive, 1952 days	660.4
TCGA-CZ-5988-01A	38 years, male, white, stage:i, alive, 693 days	660.3
TCGA-B0-5711-01A	50 years, male, white, stage:iii, alive, 3989 days	659.3
TCGA-BP-5175-01A	60 years, male, white, stage:i, alive, 932 days	658.7
TCGA-CJ-5683-01A	78 years, male, white, stage:i, alive, 1889 days	657.1
TCGA-AK-3450-01A	85 years, female, white, stage:i, alive, 1779 days	655.5
TCGA-B0-4945-01A	75 years, female, white, stage:i, dead, 2145 days	654.4
TCGA-BP-5186-01A	50 years, female, white, stage:i, alive, 693 days	654.3
TCGA-Q2-A5QZ-01A	61 years, female, black or african american, stage:iii, alive, 428 days	654.3
TCGA-AK-3428-01A	62 years, male, white, stage:iii, alive, 3728 days	654.2
TCGA-BP-4790-01A	76 years, male, white, stage:i, dead, 1111 days	654.0
TCGA-BQ-7059-01A	71 years, male, white, stage:i, alive, 232 days	653.9
TCGA-BP-4776-01A	52 years, male, white, stage:i, alive, 411 days	653.3
TCGA-MM-A563-01A	41 years, male, black or african american, alive, 591 days	652.1
TCGA-CJ-4905-01A	62 years, female, white, stage:i, alive, 1496 days	651.6
TCGA-AK-3454-01A	84 years, male, white, stage:i, alive, 874 days	651.4
TCGA-CZ-5455-01A	63 years, male, white, stage:iv, dead, 561 days	651.2
TCGA-B0-5120-01A	72 years, female, white, stage:i, alive, 1169 days	650.3
TCGA-V9-A7HT-01A	67 years, male, black or african american, stage:ii, alive, 965 days	649.6
TCGA-CZ-5456-01A	57 years, male, white, stage:ii, alive, 2422 days	648.8
TCGA-A3-3373-01A	54 years, female, white, stage:i, alive, 1621 days	648.6
TCGA-BQ-7061-01A	84 years, female, white, stage:i, alive, 218 days	648.2
TCGA-CJ-4892-01A	65 years, female, white, stage:i, alive, 1521 days	648.0
TCGA-B0-5083-01A	63 years, male, white, stage:i, dead, 1045 days	646.1
TCGA-A3-3329-01A	75 years, male, white, stage:i, alive, 1624 days	646.0
TCGA-2Z-A9JK-01A	50 years, male, white, stage:iii, alive, 1186 days	645.9
TCGA-DW-5561-01A	51 years, male, black or african american, stage:i, alive, 414 days	645.6
TCGA-A3-3308-01A	77 years, female, white, stage:iii, alive, 16 days	645.5
TCGA-BP-5194-01A	39 years, male, white, stage:i, alive, 408 days	645.1
TCGA-BP-4763-01A	79 years, female, white, stage:i, dead, 1270 days	645.0
TCGA-B9-A8YH-01A	52 years, male, black or african american, stage:i, alive, 532 days	644.5
TCGA-BP-4329-01A	75 years, male, white, stage:iii, dead, 845 days	644.4
TCGA-BP-4344-01A	75 years, female, white, stage:i, alive, 1666 days	644.4
TCGA-A3-3325-01A	52 years, male, white, stage:i, dead, 1170 days	644.0
TCGA-B9-A69E-01A	71 years, male, white, stage:iii, alive, 452 days	643.8
TCGA-A3-3349-01A	34 years, female, white, stage:i, alive, 1385 days	642.7
TCGA-B0-5712-01A	68 years, female, black or african american, stage:iv, alive, 2722 days	642.3
TCGA-A4-7584-01A	59 years, male, black or african american, stage:i, alive, 650 days	641.9
TCGA-BP-5007-01A	46 years, male, white, stage:ii, alive, 1140 days	641.8
TCGA-B2-4099-01A	83 years, male, white, stage:i, alive, 972 days	641.4
TCGA-B0-4828-01A	79 years, male, white, stage:iv, dead, 307 days	641.3
TCGA-BP-4169-01A	76 years, female, white, stage:ii, dead, 701 days	640.2
TCGA-CJ-4897-01A	79 years, female, white, stage:iii, alive, 3341 days	639.5
TCGA-B2-5641-01A	79 years, male, white, stage:i, alive, 656 days	639.2
TCGA-UZ-A9PQ-01A	59 years, male, black or african american, stage:iii, dead, 2624 days	638.5
TCGA-CJ-4920-01A	64 years, female, white, stage:i, dead, 139 days	638.1
TCGA-A3-3382-01A	69 years, male, white, stage:i, alive, 574 days	636.7
TCGA-BP-4801-01A	57 years, male, white, stage:i, alive, 1124 days	636.1
TCGA-CZ-4860-01A	60 years, male, white, stage:iv, dead, 206 days	636.0
TCGA-BP-4347-01A	74 years, male, white, stage:iii, alive, 1367 days	635.5
TCGA-B4-5378-01A	62 years, male, white, stage:i, alive, 175 days	634.4
TCGA-B0-4839-01A	80 years, female, white, stage:i, dead, 1639 days	633.9
TCGA-A3-3362-01A	60 years, female, white, stage:i, alive, 1559 days	633.2
TCGA-B8-4154-01A	73 years, female, white, stage:i, alive, 1380 days	631.6
TCGA-A4-A57E-01A	59 years, male, white, stage:iv, dead, 258 days	631.4
TCGA-BP-4327-01A	75 years, female, white, stage:ii, dead, 109 days	631.2
TCGA-KL-8323-01A	57 years, female, white, stage:iii, dead, 1158 days	628.2
TCGA-GL-A9DE-01A	74 years, male, black or african american, stage:i, alive, 496 days	628.1
TCGA-B4-5834-01A	59 years, male, white, stage:i, alive, 26 days	625.3
TCGA-AL-3467-01A	54 years, female, white, alive, 2135 days	624.4
TCGA-B0-4701-01A	66 years, female, white, stage:iv, dead, 238 days	624.3
TCGA-BP-5178-01A	71 years, male, white, stage:iv, dead, 1912 days	623.0
TCGA-MH-A55W-01A	50 years, male, black or african american, stage:i, alive, 1043 days	622.1
TCGA-B0-5705-01A	65 years, female, white, stage:i, alive, 4537 days	620.5
TCGA-BP-4975-01A	40 years, male, white, stage:i, alive, 1433 days	619.4
TCGA-BP-5169-01A	70 years, male, white, stage:i, alive, 193 days	618.6
TCGA-BQ-7048-01A	64 years, male, white, stage:iii, alive, 2839 days	617.9
TCGA-AK-3440-01A	58 years, male, white, stage:i, alive, 2865 days	617.4
TCGA-CZ-5460-01A	55 years, male, white, stage:iv, alive, 2873 days	615.6
TCGA-AL-3473-01A	55 years, male, white, stage:ii, alive, 1906 days	613.8
TCGA-A3-3374-01A	51 years, female, black or african american, stage:i, alive, 1314 days	612.8
TCGA-CZ-5454-01A	63 years, male, white, stage:iv, dead, 722 days	612.7
TCGA-B2-5639-01A	46 years, male, white, stage:iv, dead, 1003 days	612.7
TCGA-BP-5180-01A	53 years, male, white, stage:i, alive, 2263 days	612.3
TCGA-BP-4176-01A	64 years, male, white, stage:i, alive, 1955 days	611.8
TCGA-B8-4148-01A	63 years, female, white, stage:i, alive, 1520 days	611.3
TCGA-BP-4999-01A	56 years, male, white, stage:i, alive, 1266 days	611.3
TCGA-A3-3335-01A	41 years, male, white, stage:ii, alive, 1886 days	609.6
TCGA-B8-5546-01A	38 years, female, black or african american, stage:i, alive, 505 days	608.7
TCGA-BP-4974-01A	58 years, male, white, stage:iv, dead, 211 days	608.3
TCGA-WN-AB4C-01A	female, white, stage:i, alive, 1188 days	606.9
TCGA-B8-5550-01A	71 years, male, white, stage:iii, alive, 1476 days	606.8
TCGA-BP-5189-01A	60 years, male, white, stage:i, dead, 822 days	606.0
TCGA-B0-4819-01A	60 years, female, white, stage:iv, dead, 183 days	605.6
TCGA-BP-4799-01A	70 years, male, white, stage:iii, dead, 1133 days	605.6
TCGA-CW-5583-01A	51 years, female, white, stage:i, alive, 2489 days	604.6
TCGA-CW-6088-01A	60 years, male, white, stage:i, alive, 3222 days	603.8
TCGA-B0-4824-01A	49 years, female, white, stage:i, dead, 1657 days	601.1
TCGA-MH-A857-01A	63 years, male, black or african american, stage:i, alive, 890 days	599.8
TCGA-BQ-7044-01A	73 years, male, white, stage:iii, alive, 3760 days	599.4
TCGA-A4-A6HP-01A	66 years, male, white, stage:i, alive, 379 days	599.0
TCGA-CZ-5986-01A	61 years, male, white, stage:i, alive, 373 days	598.8
TCGA-BQ-5884-01A	59 years, female, black or african american, stage:i, alive, 792 days	598.7
TCGA-AK-3434-01A	72 years, male, white, stage:i, alive, 2087 days	598.3
TCGA-CJ-5680-01A	65 years, female, white, stage:iv, dead, 768 days	598.1
TCGA-BP-4352-01A	74 years, female, white, stage:iv, dead, 344 days	597.9
TCGA-CJ-5684-01A	61 years, male, white, stage:iii, alive, 2231 days	597.1
TCGA-5P-A9K8-01A	51 years, female, white, alive, 1309 days	597.0
TCGA-B0-5088-01A	53 years, male, white, stage:i, dead, 563 days	596.4
TCGA-UZ-A9PU-01A	77 years, male, white, stage:i, dead, 933 days	594.0
TCGA-A3-3317-01A	67 years, male, stage:ii, alive, 1491 days	592.9
TCGA-KL-8336-01A	51 years, female, white, stage:iv, dead, 920 days	590.5
TCGA-AK-3426-01A	37 years, male, white, stage:iii, dead, 885 days	590.5
TCGA-B0-4690-01A	65 years, male, white, stage:iv, dead, 43 days	588.9
TCGA-B8-5553-01A	67 years, female, white, stage:i, alive, 435 days	588.3
TCGA-A3-A8CQ-01A	59 years, female, black or african american, stage:i, alive, 3 days	587.4
TCGA-A4-8312-01A	60 years, male, black or african american, stage:i, alive, 708 days	586.9
TCGA-B0-5694-01A	71 years, male, white, stage:iii, dead, 480 days	583.9
TCGA-B0-5399-01A	46 years, male, white, stage:i, alive, 1411 days	583.9
TCGA-G6-A5PC-01A	54 years, female, black or african american, stage:iv, dead, 242 days	583.7
TCGA-CW-5587-01A	62 years, female, white, stage:iii, alive, 2226 days	582.2
TCGA-B0-4697-01A	46 years, female, white, stage:iv, dead, 578 days	581.8
TCGA-BP-4353-01A	61 years, male, white, stage:i, dead, 375 days	580.7
TCGA-BP-4965-01A	46 years, male, white, stage:i, alive, 1871 days	580.4
TCGA-BP-4972-01A	43 years, female, white, stage:iii, alive, 1502 days	580.2
TCGA-CJ-4884-01A	72 years, female, white, stage:iii, alive, 1759 days	580.1
TCGA-KL-8329-01A	57 years, female, asian, stage:i, alive, 2752 days	579.8
TCGA-BP-4981-01A	75 years, female, white, stage:iii, dead, 1097 days	578.3
TCGA-B0-4815-01A	65 years, male, white, stage:iii, dead, 1588 days	577.1
TCGA-KM-8439-01A	30 years, male, white, stage:i, alive, 708 days	577.1
TCGA-CJ-4893-01A	76 years, female, white, stage:i, alive, 750 days	576.4
TCGA-2Z-A9JG-01A	64 years, male, white, stage:i, alive, 1662 days	576.2
TCGA-B0-5691-01A	66 years, female, white, stage:i, alive, 3431 days	575.8
TCGA-B8-5549-01A	53 years, male, white, stage:i, alive, 194 days	575.5
TCGA-B1-A47N-01A	62 years, male, white, stage:i, alive, 1110 days	574.9
TCGA-BP-4782-01A	55 years, female, white, stage:i, alive, 354 days	574.6
TCGA-BP-4995-01A	68 years, male, white, stage:i, alive, 1371 days	574.6
TCGA-B8-4621-01A	63 years, male, black or african american, stage:i, alive, 788 days	574.5
TCGA-CZ-4866-01A	79 years, female, white, stage:i, alive, 3267 days	574.3
TCGA-A3-3326-01A	47 years, male, white, stage:i, alive, 1137 days	573.8
TCGA-A3-3387-01A	49 years, male, white, stage:i, alive, 617 days	573.2
TCGA-BP-4964-01A	55 years, female, white, stage:i, alive, 1862 days	572.7
TCGA-B0-4822-01A	78 years, male, white, stage:ii, dead, 1111 days	572.1
TCGA-CJ-6028-01A	58 years, male, white, stage:iv, dead, 1625 days	571.6
TCGA-A3-3347-01A	76 years, female, white, stage:iii, dead, 1610 days	571.1
TCGA-DV-5573-01A	41 years, male, white, stage:i, alive, 1130 days	570.7
TCGA-B9-4617-01A	41 years, male, black or african american, alive, 35 days	569.9
TCGA-A3-3380-01A	54 years, male, stage:i, alive, 567 days	569.0
TCGA-A3-3331-01A	86 years, female, white, stage:i, alive, 1485 days	569.0
TCGA-BP-4797-01A	34 years, male, white, stage:iii, alive, 1107 days	568.6
TCGA-A3-3367-01A	72 years, male, white, stage:i, alive, 2270 days	567.9
TCGA-BP-4803-01A	79 years, male, white, stage:iii, alive, 204 days	567.2
TCGA-B0-5075-01A	77 years, female, white, stage:iii, dead, 637 days	566.9
TCGA-CJ-4888-01A	59 years, male, white, stage:iv, dead, 1567 days	563.3
TCGA-CJ-6030-01A	66 years, male, white, stage:i, dead, 2299 days	563.3
TCGA-AK-3429-01A	54 years, female, white, stage:ii, alive, 3328 days	562.7
TCGA-AK-3453-01A	58 years, female, white, stage:ii, alive, 2531 days	562.6
TCGA-A3-3357-01A	62 years, male, white, stage:ii, alive, 2688 days	562.4
TCGA-AL-7173-01A	72 years, female, white, stage:iv, alive, 2060 days	562.0
TCGA-B4-5836-01A	61 years, female, white, stage:i, alive, 141 days	560.9
TCGA-BP-4332-01A	36 years, male, white, stage:iii, alive, 1133 days	560.9
TCGA-KL-8324-01A	67 years, female, white, stage:ii, alive, 4676 days	559.7
TCGA-KL-8328-01A	60 years, male, white, stage:ii, alive, 3127 days	558.9
TCGA-BQ-5887-01A	54 years, male, white, stage:iii, alive, 771 days	558.8
TCGA-B3-A6W5-01A	43 years, male, black or african american, stage:i, alive, 309 days	558.4
TCGA-CZ-5464-01A	69 years, male, white, stage:iv, alive, 2128 days	556.8
TCGA-B9-A44B-01A	70 years, male, black or african american, stage:iii, alive, 361 days	555.2
TCGA-KL-8330-01A	44 years, female, black or african american, stage:ii, alive, 3304 days	553.7
TCGA-CJ-4894-01A	58 years, male, white, stage:iii, dead, 841 days	553.2
TCGA-2Z-A9JL-01A	47 years, male, black or african american, stage:i, alive, 1006 days	552.5
TCGA-BP-4982-01A	42 years, male, white, stage:i, alive, 1014 days	552.0
TCGA-B0-5104-01A	90 years, female, white, stage:i, dead, 2752 days	551.9
TCGA-A3-A8OW-01A	37 years, male, black or african american, stage:iii, alive, 323 days	551.2
TCGA-CZ-5984-01A	51 years, male, white, stage:i, alive, 2067 days	551.2
TCGA-B0-5115-01A	43 years, male, white, stage:iv, alive, 1604 days	550.6
TCGA-B2-4101-01A	52 years, male, white, stage:ii, alive, 648 days	550.3
TCGA-B0-5703-01A	73 years, male, white, stage:i, alive, 2246 days	550.1
TCGA-BP-4768-01A	72 years, female, white, stage:i, alive, 400 days	550.1
TCGA-BP-4354-01A	41 years, male, white, stage:iv, dead, 1034 days	549.9
TCGA-AK-3460-01A	58 years, male, white, stage:i, alive, 2508 days	549.6
TCGA-CZ-5458-01A	43 years, male, white, stage:iii, alive, 2789 days	548.8
TCGA-Y8-A8RY-01A	63 years, male, white, stage:i, alive, 769 days	547.7
TCGA-CZ-4862-01A	46 years, male, white, stage:i, alive, 3271 days	547.6
TCGA-BP-4991-01A	54 years, male, white, stage:i, alive, 1413 days	546.3
TCGA-B4-5844-01A	61 years, female, white, stage:ii, alive, 7 days	546.1
TCGA-B0-4710-01A	75 years, female, white, stage:iii, alive, 1755 days	546.0
TCGA-CZ-4863-01A	51 years, female, white, stage:iii, alive, 1928 days	545.6
TCGA-BP-4998-01A	49 years, male, asian, stage:i, alive, 932 days	545.3
TCGA-KL-8338-01A	51 years, male, white, stage:iii, alive, 2633 days	544.9
TCGA-B0-5119-01A	61 years, female, white, stage:i, alive, 1552 days	543.5
TCGA-CZ-5451-01A	74 years, male, white, stage:ii, alive, 1929 days	542.9
TCGA-CJ-4871-01A	63 years, male, white, stage:iv, alive, 2423 days	542.8
TCGA-KO-8415-01A	44 years, female, white, stage:i, alive, 2939 days	542.3
TCGA-KN-8429-01A	38 years, female, white, stage:iii, alive, 2650 days	541.6
TCGA-A3-3323-01A	53 years, male, white, stage:i, alive, 1106 days	541.3
TCGA-BP-4756-01A	63 years, female, asian, stage:i, alive, 374 days	541.1
TCGA-KL-8331-01A	48 years, female, white, stage:ii, alive, 3010 days	540.8
TCGA-BP-4994-01A	54 years, male, white, stage:i, alive, 1308 days	540.7
TCGA-BP-5177-01A	46 years, female, white, stage:i, alive, 293 days	539.4
TCGA-MH-A562-01A	57 years, male, black or african american, stage:i, alive, 616 days	539.1
TCGA-B0-5692-01A	66 years, female, white, stage:iii, alive, 3944 days	538.8
TCGA-CZ-5461-01A	52 years, male, white, stage:iv, dead, 330 days	538.7
TCGA-B0-4713-01A	76 years, female, white, stage:iii, dead, 202 days	538.4
TCGA-BP-5185-01A	56 years, male, white, stage:i, alive, 1132 days	537.9
TCGA-KO-8406-01A	17 years, female, white, stage:i, alive, 3145 days	537.8
TCGA-BP-4330-01A	60 years, female, black or african american, stage:iii, alive, 1888 days	536.9
TCGA-AK-3451-01A	48 years, male, white, stage:ii, alive, 2868 days	536.5
TCGA-B2-A4SR-01A	62 years, male, black or african american, stage:ii, alive, 507 days	536.4
TCGA-CJ-4874-01A	73 years, female, white, stage:i, alive, 2283 days	536.3
TCGA-KO-8408-01A	47 years, male, white, stage:iii, dead, 507 days	535.2
TCGA-BP-5181-01A	58 years, female, white, stage:i, alive, 1495 days	534.4
TCGA-B0-4845-01A	70 years, male, white, stage:iv, dead, 1986 days	532.3
TCGA-CJ-5686-01A	59 years, female, white, stage:i, alive, 2038 days	532.2
TCGA-KN-8432-01A	86 years, female, white, stage:ii, alive, 76 days	530.8
TCGA-BP-4346-01A	57 years, male, white, stage:iii, dead, 1493 days	530.1
TCGA-BP-4162-01A	65 years, female, white, stage:i, alive, 3074 days	529.9
TCGA-BP-4960-01A	46 years, male, white, stage:ii, alive, 2172 days	529.9
TCGA-BP-4165-01A	64 years, female, white, stage:i, alive, 3037 days	528.9
TCGA-CZ-4853-01A	82 years, male, white, stage:i, alive, 774 days	528.2
TCGA-KN-8426-01A	50 years, male, white, stage:iv, alive, 108 days	527.7
TCGA-WN-A9G9-01A	male, white, stage:i, alive, 791 days	527.5
TCGA-B0-4693-01A	73 years, female, white, stage:iii, dead, 77 days	527.3
TCGA-B9-A8YI-01A	79 years, male, black or african american, stage:i, alive, 374 days	527.2
TCGA-CJ-4643-01A	67 years, female, white, stage:ii, alive, 1793 days	526.6
TCGA-BP-4164-01A	51 years, female, white, stage:iii, dead, 992 days	525.8
TCGA-BP-4777-01A	46 years, male, white, stage:i, alive, 1731 days	525.5
TCGA-B8-4620-01A	70 years, female, white, stage:iii, alive, 777 days	525.0
TCGA-BP-4170-01A	72 years, female, white, stage:i, dead, 2343 days	524.9
TCGA-KL-8343-01A	72 years, male, white, stage:iii, dead, 2172 days	521.8
TCGA-KN-8419-01A	43 years, male, black or african american, stage:ii, alive, 714 days	521.7
TCGA-B0-5099-01A	88 years, female, white, stage:iii, dead, 485 days	521.6
TCGA-5P-A9K2-01A	62 years, male, white, alive, 2392 days	521.3
TCGA-KN-8434-01A	65 years, female, white, stage:ii, alive, 1797 days	519.4
TCGA-BP-4355-01A	59 years, female, white, stage:iii, dead, 953 days	518.8
TCGA-Y8-A896-01A	62 years, male, white, stage:iii, alive, 567 days	518.6
TCGA-CZ-5985-01A	58 years, male, white, stage:ii, alive, 1997 days	518.1
TCGA-BP-5168-01A	75 years, male, white, stage:i, dead, 1463 days	517.9
TCGA-KL-8335-01A	68 years, male, white, stage:iii, alive, 2815 days	516.8
TCGA-DW-5560-01A	38 years, female, white, stage:i, alive, 1486 days	515.7
TCGA-B4-5843-01A	45 years, male, white, stage:i, alive, 11 days	514.4
TCGA-A3-3320-01A	52 years, female, white, stage:i, alive, 1508 days	510.4
TCGA-AL-3471-01A	74 years, male, white, stage:i, dead, 1500 days	509.9
TCGA-B0-4841-01A	63 years, male, white, stage:iv, dead, 204 days	508.9
TCGA-CJ-4891-01A	57 years, female, white, stage:iii, dead, 819 days	508.4
TCGA-BP-5191-01A	80 years, male, white, stage:iii, alive, 967 days	506.8
TCGA-G7-A8LB-01A	70 years, male, white, stage:iv, alive, 547 days	505.7
TCGA-B0-4842-01A	74 years, female, white, stage:iii, dead, 1724 days	505.3
TCGA-KO-8407-01A	42 years, male, white, stage:ii, alive, 2820 days	504.4
TCGA-GL-8500-01A	63 years, male, white, stage:i, alive, 841 days	504.2
TCGA-B9-4113-01A	64 years, male, black or african american, stage:i, dead, 1536 days	503.0
TCGA-BP-5183-01A	57 years, male, white, stage:iii, alive, 1291 days	502.3
TCGA-CZ-4854-01A	68 years, male, white, stage:i, dead, 1404 days	499.1
TCGA-KN-8428-01A	71 years, male, white, stage:ii, dead, 1590 days	498.1
TCGA-KL-8346-01A	62 years, male, white, stage:ii, alive, 1897 days	497.6
TCGA-A3-3316-01A	57 years, male, white, stage:ii, alive, 1493 days	496.3
TCGA-A3-3343-01A	79 years, male, white, stage:ii, alive, 945 days	495.1
TCGA-BP-4766-01A	43 years, female, white, stage:i, alive, 1462 days	494.5
TCGA-CJ-5675-01A	70 years, male, white, stage:ii, alive, 3936 days	494.2
TCGA-KM-8477-01A	56 years, male, white, stage:i, alive, 1553 days	493.7
TCGA-BP-4340-01A	70 years, female, white, stage:i, dead, 562 days	493.4
TCGA-B2-4102-01A	61 years, male, white, stage:i, alive, 952 days	491.8
TCGA-CJ-4916-01A	69 years, female, white, stage:iii, alive, 1373 days	491.4
TCGA-CZ-5457-01A	62 years, male, white, stage:iii, alive, 2754 days	491.2
TCGA-B0-4833-01A	82 years, female, white, stage:i, dead, 2386 days	490.5
TCGA-BP-4161-01A	74 years, male, white, stage:i, alive, 2746 days	488.7
TCGA-B8-5159-01A	61 years, female, white, stage:i, alive, 722 days	487.8
TCGA-CJ-4639-01A	49 years, female, white, stage:ii, alive, 3229 days	487.0
TCGA-BP-4787-01A	59 years, female, white, stage:iv, dead, 480 days	485.8
TCGA-B0-5701-01A	65 years, male, white, stage:iii, alive, 2461 days	485.3
TCGA-B8-A54G-01A	50 years, male, black or african american, stage:i, alive, 53 days	484.8
TCGA-KO-8417-01A	30 years, female, white, stage:i, alive, 2815 days	483.0
TCGA-A3-A6NN-01A	78 years, male, black or african american, stage:i, alive, 3 days	482.9
TCGA-EU-5907-01A	81 years, male, white, stage:iii, alive, 127 days	481.0
TCGA-CJ-4644-01A	48 years, female, white, stage:iv, dead, 336 days	480.5
TCGA-UZ-A9Q1-01A	88 years, female, white, stage:i, alive, 1562 days	478.2
TCGA-CZ-5987-01A	60 years, male, white, stage:iv, dead, 445 days	477.4
TCGA-KL-8332-01A	55 years, male, white, stage:i, alive, 2582 days	475.7
TCGA-A4-7732-01A	55 years, male, black or african american, alive, 582 days	475.5
TCGA-CJ-4887-01A	48 years, male, white, stage:iv, dead, 932 days	475.0
TCGA-B0-4706-01A	61 years, male, white, stage:iii, dead, 65 days	474.5
TCGA-BP-4775-01A	55 years, female, white, stage:i, alive, 1843 days	474.2
TCGA-BP-5009-01A	52 years, male, white, stage:i, dead, 1092 days	473.5
TCGA-BP-4989-01A	58 years, male, white, stage:iii, alive, 118 days	470.2
TCGA-A3-3351-01A	42 years, male, white, stage:ii, alive, 910 days	468.2
TCGA-B0-4834-01A	49 years, male, white, stage:i, dead, 2090 days	468.0
TCGA-KL-8337-01A	26 years, male, black or african american, stage:ii, alive, 1364 days	468.0
TCGA-B0-4847-01A	60 years, male, white, stage:iv, dead, 793 days	467.0
TCGA-MM-A564-01A	68 years, male, black or african american, stage:ii, alive, 607 days	464.6
TCGA-B0-4818-01A	68 years, female, white, stage:ii, dead, 510 days	464.6
TCGA-KM-8438-01A	45 years, female, white, stage:ii, alive, 4622 days	464.4
TCGA-A3-3319-01A	70 years, male, white, stage:i, alive, 1130 days	462.8
TCGA-5P-A9KH-01A	77 years, male, white, alive, 2051 days	462.2
TCGA-KN-8433-01A	46 years, female, white, stage:iii, alive, 341 days	462.1
TCGA-B0-5077-01A	77 years, male, white, stage:i, dead, 1317 days	460.9
TCGA-KN-8425-01A	53 years, male, white, stage:i, alive, 3179 days	460.2
TCGA-BQ-5885-01A	63 years, male, white, stage:iii, alive, 921 days	459.1
TCGA-B2-5635-01A	74 years, male, white, stage:i, alive, 755 days	458.7
TCGA-BP-5187-01A	54 years, male, white, stage:i, alive, 406 days	458.0
TCGA-B0-4852-01A	78 years, female, white, stage:ii, dead, 1121 days	457.8
TCGA-KN-8437-01A	42 years, female, white, stage:i, alive, 3068 days	457.3
TCGA-BP-4971-01A	40 years, male, white, stage:iii, alive, 1487 days	455.0
TCGA-KL-8325-01A	56 years, female, white, stage:ii, dead, 725 days	454.9
TCGA-KL-8334-01A	37 years, female, white, stage:iii, alive, 2949 days	451.3
TCGA-CJ-5681-01A	44 years, female, white, stage:iv, dead, 552 days	449.9
TCGA-BP-4977-01A	57 years, male, white, stage:i, alive, 454 days	449.0
TCGA-5P-A9KC-01A	51 years, female, white, alive, 377 days	448.2
TCGA-CJ-4634-01A	60 years, female, white, stage:i, alive, 3498 days	447.6
TCGA-A3-3358-01A	57 years, female, white, stage:i, alive, 1307 days	447.3
TCGA-B0-5121-01A	56 years, male, white, stage:i, alive, 1485 days	446.2
TCGA-CJ-4638-01A	46 years, female, white, stage:iv, dead, 431 days	445.4
TCGA-2Z-A9J3-01A	67 years, male, white, stage:ii, dead, 1771 days	445.1
TCGA-A3-A8OV-01A	75 years, male, black or african american, stage:i, alive, 340 days	444.8
TCGA-B0-5113-01A	69 years, female, white, stage:iii, alive, 1175 days	441.1
TCGA-KN-8418-01A	41 years, female, white, stage:ii, alive, 3935 days	437.0
TCGA-KL-8340-01A	34 years, male, white, stage:ii, alive, 2024 days	434.2
TCGA-AK-3427-01A	65 years, male, white, stage:i, alive, 3583 days	431.6
TCGA-BP-4335-01A	65 years, female, white, stage:iv, dead, 475 days	428.9
TCGA-BP-4338-01A	43 years, male, white, stage:i, alive, 2859 days	425.3
TCGA-B8-A54I-01A	48 years, male, black or african american, stage:i, alive, 150 days	424.7
TCGA-A4-7997-01A	67 years, male, white, stage:i, alive, 927 days	424.3
TCGA-5P-A9JU-01A	81 years, male, white, stage:iii, alive, 373 days	424.1
TCGA-B2-3923-01A	59 years, male, white, stage:ii, alive, 992 days	423.5
TCGA-A3-3370-01A	48 years, female, white, stage:i, alive, 2274 days	421.5
TCGA-KL-8342-01A	45 years, female, white, stage:ii, alive, 2248 days	420.2
TCGA-B0-5085-01A	76 years, female, white, stage:iii, dead, 770 days	419.0
TCGA-CJ-4875-01A	67 years, male, white, stage:iv, dead, 3554 days	415.9
TCGA-CZ-5463-01A	76 years, male, white, stage:ii, alive, 662 days	413.9
TCGA-KN-8424-01A	42 years, female, white, stage:i, alive, 1983 days	413.7
TCGA-KO-8414-01A	50 years, female, white, stage:ii, alive, 3212 days	413.2
TCGA-BP-4963-01A	64 years, male, white, stage:i, alive, 1834 days	411.9
TCGA-CJ-4636-01A	51 years, male, white, stage:iii, alive, 1924 days	411.8
TCGA-KO-8416-01A	41 years, male, white, stage:iii, alive, 2752 days	411.6
TCGA-B8-4622-01A	57 years, male, white, stage:iv, alive, 1525 days	411.1
TCGA-B2-3924-01A	73 years, male, white, stage:i, alive, 1092 days	410.4
TCGA-HE-A5NI-01A	73 years, male, stage:i, alive, 360 days	409.8
TCGA-B8-A54D-01A	69 years, male, black or african american, stage:iii, alive, 830 days	409.8
TCGA-BP-5001-01A	43 years, female, white, stage:i, alive, 1177 days	409.7
TCGA-BP-4351-01A	51 years, female, white, stage:iii, alive, 970 days	409.4
TCGA-SX-A7SS-01A	67 years, male, white, stage:i, alive, 1615 days	408.4
TCGA-BP-4798-01A	74 years, male, white, dead, 334 days	405.0
TCGA-BP-4334-01A	56 years, male, white, stage:iii, dead, 645 days	402.2
TCGA-B0-4838-01A	69 years, female, white, stage:i, dead, 834 days	400.4
TCGA-SX-A71R-01A	51 years, male, white, stage:i, alive, 1457 days	400.0
TCGA-CJ-4912-01A	61 years, male, white, stage:ii, alive, 1657 days	398.4
TCGA-CJ-4885-01A	64 years, male, white, stage:iv, alive, 3451 days	397.5
TCGA-BP-4325-01A	64 years, female, white, stage:i, alive, 2964 days	397.2
TCGA-KN-8435-01A	59 years, male, white, stage:ii, alive, 3498 days	394.0
TCGA-KN-8431-01A	35 years, female, stage:ii, alive, 588 days	393.4
TCGA-4A-A93X-01A	58 years, male, white, stage:iv, alive, 390 days	392.5
TCGA-KM-8443-01A	58 years, male, white, stage:ii, alive, 1520 days	392.3
TCGA-AK-3465-01A	71 years, female, black or african american, stage:i, alive, 369 days	388.7
TCGA-AK-3458-01A	48 years, male, white, stage:i, alive, 1168 days	384.5
TCGA-B8-A54F-01A	49 years, female, black or african american, stage:i, alive, 519 days	382.0
TCGA-KN-8423-01A	44 years, male, white, stage:i, alive, 788 days	380.4
TCGA-UZ-A9PX-01A	73 years, male, white, stage:i, alive, 1981 days	377.8
TCGA-BP-4174-01A	49 years, male, white, stage:ii, alive, 1879 days	377.4
TCGA-B8-A54E-01A	62 years, female, black or african american, stage:i, alive, 909 days	376.4
TCGA-KN-8436-01A	63 years, male, white, stage:ii, alive, 1288 days	374.2
TCGA-KO-8403-01A	49 years, male, white, stage:i, alive, 3208 days	373.1
TCGA-CZ-4864-01A	86 years, male, white, stage:ii, dead, 2830 days	372.6
TCGA-A3-3324-01A	51 years, male, white, stage:i, alive, 1186 days	370.5
TCGA-A3-3352-01A	male, white, stage:iii, dead, 561 days	370.5
TCGA-B0-5117-01A	40 years, male, white, stage:i, alive, 1608 days	369.6
TCGA-CJ-4635-01A	48 years, male, white, stage:i, alive, 1416 days	367.4
TCGA-BP-4973-01A	47 years, male, white, stage:iii, alive, 1384 days	366.5
TCGA-BP-4967-01A	76 years, male, white, stage:iii, alive, 205 days	365.2
TCGA-KM-8639-01A	67 years, male, white, stage:i, alive, 953 days	364.4
TCGA-A3-3322-01A	51 years, male, white, stage:i, alive, 1478 days	361.2
TCGA-UZ-A9Q0-01A	60 years, male, white, stage:i, alive, 3368 days	358.1
TCGA-CZ-5462-01A	83 years, male, white, stage:iv, dead, 311 days	356.6
TCGA-AK-3433-01A	48 years, female, white, stage:ii, alive, 3409 days	356.4
TCGA-B0-4714-01A	81 years, male, white, stage:iv, dead, 99 days	352.5
TCGA-CJ-5679-01A	73 years, male, white, stage:iii, dead, 679 days	352.5
TCGA-CJ-4903-01A	50 years, male, white, stage:i, alive, 1559 days	350.2
TCGA-BP-4987-01A	41 years, female, asian, stage:i, alive, 1124 days	349.2
TCGA-B8-4619-01A	58 years, male, white, stage:i, alive, 523 days	343.2
TCGA-B0-5402-01A	64 years, male, white, stage:iv, alive, 1290 days	338.0
TCGA-A3-3378-01A	60 years, male, white, stage:i, alive, 630 days	337.9
TCGA-B0-4817-01A	81 years, male, white, stage:iii, dead, 1019 days	336.0
TCGA-BP-4969-01A	63 years, female, white, stage:i, alive, 1794 days	333.3
TCGA-BP-5190-01A	61 years, male, white, stage:i, alive, 1011 days	329.4
TCGA-DV-A4VX-01A	59 years, male, black or african american, stage:iv, dead, 1626 days	327.4
TCGA-KL-8345-01A	75 years, male, white, stage:iii, alive, 1665 days	326.2
TCGA-KO-8411-01A	58 years, male, white, stage:i, alive, 3958 days	323.5
TCGA-AS-3777-01A	63 years, male, white, stage:i, alive, 1238 days	320.8
TCGA-A3-3385-01A	46 years, female, white, stage:i, alive, 1993 days	320.0
TCGA-BP-4158-01A	69 years, male, white, stage:i, alive, 3377 days	311.3
TCGA-KL-8341-01A	41 years, male, asian, stage:iv, dead, 754 days	311.0
TCGA-A3-3372-01A	64 years, male, white, stage:iii, alive, 735 days	307.7
TCGA-KM-8440-01A	37 years, male, black or african american, stage:iii, alive, 1366 days	307.0
TCGA-B0-4811-01A	48 years, male, white, stage:iii, dead, 1417 days	304.4
TCGA-KM-8476-01A	47 years, male, white, stage:i, alive, 3745 days	286.4
TCGA-B0-5094-01A	62 years, male, white, stage:iv, dead, 333 days	280.2
TCGA-BP-4992-01A	66 years, male, white, stage:i, alive, 501 days	272.0
TCGA-B2-5633-01B	56 years, male, white, stage:i, alive, 963 days	269.9
TCGA-AK-3447-01A	84 years, male, white, stage:ii, alive, 1217 days	251.7
TCGA-BQ-5876-01A	75 years, male, white, stage:i, alive, 586 days	247.8
TCGA-KN-8421-01A	48 years, female, white, stage:ii, alive, 2674 days	246.6
TCGA-KO-8409-01A	69 years, male, white, stage:ii, alive, 3180 days	242.6
TCGA-B8-4146-01B	41 years, female, white, stage:i, alive, 511 days	202.3
TCGA-B4-5832-01A	65 years, male, white, stage:iii, alive, 155 days	164.2
TCGA-CZ-5989-01A	60 years, male, white, stage:ii, alive, 1905 days	159.3
TCGA-5P-A9K9-01A	59 years, female, white, dead, 589 days	142.6
TCGA-KL-8327-01A	46 years, female, white, stage:i, alive, 4169 days	137.6
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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 HPA041264	Antibody HPA041271
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