Expression of ACTB 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

ACTB is prognostic, high expression is unfavorable in renal cancer

Stage:

Survival analysis

Current cut offⁱ:
Best expression cut offⁱ: 1215.38
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

1269.9

Number of samples

877

Samples

Sample	Description	FPKM
TCGA-DW-7834-01A	53 years, male, white, stage:i, alive, 3950 days	3203.7
TCGA-KO-8404-01A	78 years, male, white, stage:iv, dead, 325 days	3049.5
TCGA-B0-5100-01A	72 years, male, black or african american, stage:iii, dead, 1913 days	2898.8
TCGA-BQ-5889-01A	63 years, male, white, stage:iv, dead, 329 days	2845.7
TCGA-SX-A7SU-01A	47 years, male, stage:i, alive, 1331 days	2777.6
TCGA-BP-4770-01A	73 years, female, white, stage:iv, dead, 329 days	2684.4
TCGA-AK-3426-01A	37 years, male, white, stage:iii, dead, 885 days	2518.6
TCGA-BP-4167-01A	60 years, male, white, stage:iii, alive, 2718 days	2460.2
TCGA-B0-4697-01A	46 years, female, white, stage:iv, dead, 578 days	2348.7
TCGA-KV-A6GD-01A	85 years, male, white, stage:i, alive, 560 days	2308.5
TCGA-BP-4345-01A	62 years, male, white, stage:iii, alive, 1516 days	2297.8
TCGA-UZ-A9PM-01A	62 years, male, white, stage:ii, alive, 3811 days	2294.0
TCGA-B0-5109-01A	69 years, male, white, stage:iii, dead, 587 days	2281.5
TCGA-A4-7287-01A	75 years, female, white, stage:i, dead, 597 days	2263.7
TCGA-B0-5084-01A	33 years, male, white, stage:iv, dead, 222 days	2263.3
TCGA-IZ-A6M8-01A	69 years, male, black or african american, stage:i, alive, 497 days	2251.5
TCGA-B0-5702-01A	71 years, male, white, stage:i, alive, 2172 days	2212.0
TCGA-BQ-5894-01A	42 years, male, stage:iv, alive, 84 days	2203.9
TCGA-P4-A5EA-01A	54 years, female, white, stage:iii, dead, 201 days	2201.9
TCGA-B0-4700-01A	60 years, male, white, stage:iv, dead, 1980 days	2185.0
TCGA-B9-4115-01A	53 years, male, black or african american, stage:i, alive, 803 days	2182.8
TCGA-BP-4983-01A	67 years, female, asian, stage:iii, alive, 1413 days	2166.6
TCGA-DW-7836-01A	55 years, male, white, stage:i, alive, 1093 days	2154.4
TCGA-4A-A93Y-01A	63 years, female, black or african american, stage:ii, alive, 352 days	2146.0
TCGA-B1-A656-01A	64 years, male, white, stage:i, alive, 618 days	2102.7
TCGA-B0-4688-01A	46 years, male, white, stage:iv, dead, 101 days	2091.8
TCGA-2Z-A9JM-01A	28 years, male, white, stage:i, alive, 934 days	2079.1
TCGA-B9-7268-01A	59 years, male, white, stage:ii, alive, 671 days	2075.8
TCGA-CW-6087-01A	61 years, male, white, stage:iv, dead, 41 days	2075.5
TCGA-B0-5081-01A	80 years, female, white, stage:iii, dead, 362 days	2067.2
TCGA-UZ-A9PN-01A	54 years, male, white, stage:iii, dead, 1136 days	2055.9
TCGA-B0-4712-01A	76 years, male, white, stage:iv, dead, 1337 days	2041.5
TCGA-B0-4843-01A	57 years, male, white, stage:iii, dead, 320 days	2035.7
TCGA-DZ-6133-01A	66 years, female, white, stage:i, dead, 1557 days	2006.9
TCGA-B1-7332-01A	61 years, female, black or african american, stage:ii, alive, 1141 days	2002.7
TCGA-B8-5162-01A	63 years, male, white, stage:ii, alive, 36 days	2001.3
TCGA-MH-A562-01A	57 years, male, black or african american, stage:i, alive, 616 days	1990.5
TCGA-B0-4698-01A	75 years, male, white, stage:iv, dead, 42 days	1990.2
TCGA-BP-5199-01A	58 years, male, white, stage:ii, alive, 1355 days	1989.2
TCGA-CZ-4858-01A	39 years, male, white, stage:ii, dead, 2105 days	1985.1
TCGA-CJ-5676-01A	47 years, male, white, stage:iii, alive, 4067 days	1979.9
TCGA-IA-A83T-01A	80 years, male, white, dead, 2684 days	1978.2
TCGA-BP-4758-01A	40 years, male, white, stage:i, alive, 2208 days	1965.7
TCGA-B8-5551-01A	65 years, female, black or african american, stage:i, alive, 16 days	1965.5
TCGA-HE-7129-01A	male, stage:ii, alive, 2492 days	1964.6
TCGA-B0-4696-01A	58 years, male, white, stage:iii, dead, 866 days	1963.0
TCGA-2Z-A9J5-01A	80 years, male, white, stage:ii, alive, 3050 days	1959.0
TCGA-B0-4842-01A	74 years, female, white, stage:iii, dead, 1724 days	1945.8
TCGA-HE-A5NK-01A	82 years, male, alive, 2228 days	1941.4
TCGA-BQ-7044-01A	73 years, male, white, stage:iii, alive, 3760 days	1923.8
TCGA-BP-5010-01A	63 years, male, white, stage:iii, dead, 878 days	1922.6
TCGA-2Z-A9J3-01A	67 years, male, white, stage:ii, dead, 1771 days	1920.0
TCGA-DV-5568-01A	26 years, male, white, stage:i, alive, 370 days	1904.5
TCGA-B1-A654-01A	43 years, female, black or african american, stage:i, alive, 616 days	1899.0
TCGA-G7-6792-01A	40 years, male, black or african american, stage:i, alive, 2765 days	1885.9
TCGA-BP-4971-01A	40 years, male, white, stage:iii, alive, 1487 days	1879.2
TCGA-CZ-5468-01A	84 years, male, white, stage:iv, dead, 59 days	1875.1
TCGA-IA-A83V-01A	63 years, male, white, stage:i, dead, 2941 days	1874.2
TCGA-5P-A9KF-01A	53 years, male, white, alive, 845 days	1873.4
TCGA-CJ-4890-01A	72 years, male, white, stage:iv, alive, 3519 days	1871.6
TCGA-AL-3468-01A	74 years, male, white, stage:ii, dead, 2331 days	1870.1
TCGA-BQ-5887-01A	54 years, male, white, stage:iii, alive, 771 days	1863.6
TCGA-B0-4690-01A	65 years, male, white, stage:iv, dead, 43 days	1862.4
TCGA-B0-4694-01A	72 years, male, white, stage:iii, dead, 106 days	1862.1
TCGA-CJ-4869-01A	49 years, male, white, stage:iii, alive, 2554 days	1860.6
TCGA-DV-5565-01A	59 years, male, white, stage:i, alive, 1329 days	1860.0
TCGA-G7-A4TM-01A	41 years, male, black or african american, stage:i, alive, 768 days	1856.1
TCGA-G7-7502-01A	83 years, male, white, stage:i, alive, 786 days	1848.9
TCGA-2Z-A9JE-01A	59 years, male, white, stage:i, alive, 1728 days	1837.9
TCGA-B0-5707-01A	39 years, female, white, stage:i, alive, 3744 days	1835.7
TCGA-B8-5164-01A	65 years, male, white, stage:iii, alive, 26 days	1833.0
TCGA-B9-4617-01A	41 years, male, black or african american, alive, 35 days	1832.8
TCGA-CJ-4868-01A	42 years, male, white, stage:iv, dead, 646 days	1832.8
TCGA-BP-5198-01A	72 years, male, white, stage:iii, alive, 603 days	1831.2
TCGA-2Z-A9JO-01A	56 years, female, black or african american, stage:i, alive, 949 days	1822.8
TCGA-P4-A5E7-01A	74 years, female, white, stage:i, alive, 2649 days	1817.8
TCGA-2K-A9WE-01A	53 years, male, white, stage:ii, alive, 214 days	1811.4
TCGA-AL-7173-01A	72 years, female, white, stage:iv, alive, 2060 days	1807.5
TCGA-B1-A47M-01A	79 years, male, black or african american, stage:iii, alive, 659 days	1802.6
TCGA-A4-8517-01A	71 years, male, white, stage:i, alive, 597 days	1798.3
TCGA-SX-A7SN-01A	52 years, male, white, stage:i, alive, 578 days	1797.9
TCGA-Y8-A898-01A	69 years, male, white, stage:i, alive, 475 days	1794.9
TCGA-UZ-A9PK-01A	71 years, male, white, stage:i, alive, 3571 days	1793.4
TCGA-B0-4699-01A	74 years, male, white, stage:iv, dead, 110 days	1793.0
TCGA-CJ-4637-01A	52 years, female, white, stage:iv, dead, 2227 days	1791.4
TCGA-5P-A9JY-01A	79 years, male, white, dead, 1508 days	1790.0
TCGA-BP-4968-01A	40 years, male, white, stage:i, alive, 1746 days	1786.3
TCGA-B9-A5W8-01A	50 years, male, black or african american, stage:ii, alive, 524 days	1782.6
TCGA-B8-A7U6-01A	54 years, female, black or african american, stage:i, alive, 495 days	1781.5
TCGA-DW-7838-01A	66 years, male, white, stage:i, alive, 744 days	1781.2
TCGA-MH-A854-01A	62 years, female, black or african american, stage:i, alive, 536 days	1777.6
TCGA-BP-4989-01A	58 years, male, white, stage:iii, alive, 118 days	1776.6
TCGA-2Z-A9JQ-01A	66 years, male, white, stage:i, alive, 778 days	1774.1
TCGA-CJ-5671-01A	51 years, male, white, stage:i, alive, 3987 days	1771.8
TCGA-BP-5182-01A	56 years, male, white, stage:i, alive, 1165 days	1771.5
TCGA-BQ-7059-01A	71 years, male, white, stage:i, alive, 232 days	1770.7
TCGA-B0-5697-01A	50 years, male, white, stage:i, alive, 2630 days	1769.0
TCGA-IA-A40Y-01A	60 years, female, white, stage:iii, alive, 62 days	1758.4
TCGA-DW-5561-01A	51 years, male, black or african american, stage:i, alive, 414 days	1755.2
TCGA-B0-4836-01A	61 years, male, white, stage:iv, dead, 1238 days	1751.5
TCGA-WN-A9G9-01A	male, white, stage:i, alive, 791 days	1749.0
TCGA-BP-5175-01A	60 years, male, white, stage:i, alive, 932 days	1746.8
TCGA-DV-5574-01A	37 years, male, white, stage:i, alive, 2016 days	1728.8
TCGA-A4-8310-01A	58 years, male, white, stage:iii, alive, 780 days	1728.5
TCGA-KM-8441-01A	61 years, female, white, stage:i, alive, 876 days	1727.5
TCGA-DZ-6132-01A	69 years, male, stage:i, alive, 2460 days	1725.0
TCGA-GL-6846-01A	52 years, male, white, stage:iv, alive, 5925 days	1724.9
TCGA-CJ-5678-01A	62 years, male, black or african american, stage:iv, dead, 574 days	1724.3
TCGA-BP-4804-01A	59 years, male, white, stage:i, alive, 1459 days	1721.7
TCGA-BP-4173-01A	47 years, male, white, stage:ii, alive, 1893 days	1719.3
TCGA-CJ-4882-01A	57 years, male, black or african american, stage:iii, alive, 1883 days	1717.8
TCGA-Y8-A8S1-01A	61 years, male, white, stage:i, alive, 404 days	1711.5
TCGA-A4-A6HP-01A	66 years, male, white, stage:i, alive, 379 days	1711.0
TCGA-B9-5156-01A	51 years, male, white, alive, 1338 days	1708.6
TCGA-IA-A83S-01A	81 years, male, white, dead, 2609 days	1708.2
TCGA-J7-8537-01A	37 years, female, asian, stage:iii, dead, 321 days	1699.7
TCGA-BQ-5890-01A	69 years, male, white, stage:iii, alive, 233 days	1699.4
TCGA-BP-4795-01A	74 years, female, white, stage:i, alive, 620 days	1696.9
TCGA-A3-3374-01A	51 years, female, black or african american, stage:i, alive, 1314 days	1691.9
TCGA-2Z-A9JP-01A	63 years, male, white, stage:i, alive, 893 days	1690.4
TCGA-CJ-5677-01A	54 years, female, white, stage:iv, dead, 782 days	1689.8
TCGA-EV-5903-01A	57 years, male, white, stage:i, alive, 757 days	1687.7
TCGA-BQ-7062-01A	64 years, male, black or african american, stage:i, alive, 116 days	1686.3
TCGA-GL-7773-01A	63 years, male, white, stage:i, alive, 393 days	1682.2
TCGA-AK-3453-01A	58 years, female, white, stage:ii, alive, 2531 days	1682.2
TCGA-A4-8515-01A	47 years, male, american indian or alaska native, stage:i, alive, 709 days	1681.1
TCGA-BP-5191-01A	80 years, male, white, stage:iii, alive, 967 days	1679.0
TCGA-BP-4771-01A	62 years, male, white, stage:iv, dead, 162 days	1678.2
TCGA-CJ-6027-01A	77 years, male, white, stage:i, dead, 3615 days	1677.6
TCGA-KV-A6GE-01A	65 years, male, white, stage:i, alive, 885 days	1675.3
TCGA-BQ-7050-01A	53 years, female, white, stage:i, alive, 1864 days	1674.2
TCGA-B9-4116-01A	75 years, female, black or african american, alive, 627 days	1672.3
TCGA-GL-A59R-01A	79 years, male, white, stage:iii, alive, 378 days	1671.6
TCGA-F9-A7VF-01A	75 years, female, white, stage:i, alive, 73 days	1670.2
TCGA-DZ-6134-01A	69 years, male, white, stage:i, alive, 1856 days	1666.5
TCGA-B0-4839-01A	80 years, female, white, stage:i, dead, 1639 days	1662.7
TCGA-B0-5092-01A	53 years, female, white, stage:iv, dead, 459 days	1661.6
TCGA-BQ-7046-01A	61 years, male, white, stage:i, alive, 2948 days	1659.9
TCGA-B8-5163-01A	63 years, female, white, stage:iii, alive, 822 days	1655.9
TCGA-CJ-4888-01A	59 years, male, white, stage:iv, dead, 1567 days	1655.1
TCGA-A4-A48D-01A	85 years, male, black or african american, stage:i, alive, 379 days	1654.3
TCGA-B0-4810-01A	47 years, male, white, stage:iii, dead, 478 days	1651.4
TCGA-Y8-A897-01A	68 years, female, white, stage:i, alive, 549 days	1651.0
TCGA-BP-5006-01A	61 years, male, white, stage:i, alive, 840 days	1649.2
TCGA-BP-5000-01A	40 years, male, white, stage:i, alive, 563 days	1649.1
TCGA-HE-A5NL-01A	51 years, male, stage:i, alive, 767 days	1644.5
TCGA-B0-5080-01A	63 years, male, white, stage:iv, dead, 342 days	1642.7
TCGA-BP-5170-01A	55 years, male, white, stage:i, alive, 2412 days	1640.0
TCGA-AL-3471-01A	74 years, male, white, stage:i, dead, 1500 days	1639.2
TCGA-O9-A75Z-01A	44 years, male, white, stage:i, alive, 471 days	1637.4
TCGA-B0-4847-01A	60 years, male, white, stage:iv, dead, 793 days	1633.6
TCGA-KL-8339-01A	67 years, male, white, stage:iv, dead, 855 days	1626.1
TCGA-2Z-A9J1-01A	71 years, male, white, stage:i, alive, 2298 days	1621.5
TCGA-CJ-5679-01A	73 years, male, white, stage:iii, dead, 679 days	1618.5
TCGA-CJ-4873-01A	85 years, female, white, stage:iii, alive, 2259 days	1614.6
TCGA-BP-4784-01A	67 years, female, white, stage:i, alive, 1854 days	1613.8
TCGA-B1-A657-01A	54 years, male, white, stage:i, alive, 641 days	1611.2
TCGA-KO-8405-01A	29 years, male, white, stage:iii, alive, 3056 days	1610.8
TCGA-CZ-4861-01A	63 years, male, white, stage:ii, dead, 446 days	1610.1
TCGA-CJ-4889-01A	63 years, female, white, stage:i, alive, 1946 days	1599.7
TCGA-UZ-A9PR-01A	84 years, male, white, stage:i, alive, 2627 days	1593.3
TCGA-MH-A55Z-01A	65 years, male, black or african american, stage:i, alive, 845 days	1587.6
TCGA-2Z-A9J6-01A	61 years, male, white, stage:i, alive, 1731 days	1584.3
TCGA-Y8-A895-01A	74 years, male, white, stage:i, alive, 484 days	1581.6
TCGA-SX-A71S-01A	66 years, female, white, stage:i, alive, 1504 days	1580.5
TCGA-BP-4349-01A	68 years, female, white, stage:i, alive, 372 days	1580.2
TCGA-BP-4165-01A	64 years, female, white, stage:i, alive, 3037 days	1579.0
TCGA-DW-7841-01A	61 years, male, black or african american, stage:i, alive, 445 days	1573.7
TCGA-Y8-A894-01A	57 years, female, white, stage:i, alive, 567 days	1573.2
TCGA-SX-A7SQ-01A	48 years, male, white, stage:i, alive, 1266 days	1573.1
TCGA-KM-8442-01A	38 years, male, stage:ii, alive, 1437 days	1573.1
TCGA-A4-A4ZT-01A	71 years, female, white, stage:i, alive, 516 days	1572.5
TCGA-B0-5400-01A	59 years, female, white, stage:iii, alive, 1733 days	1570.7
TCGA-KL-8323-01A	57 years, female, white, stage:iii, dead, 1158 days	1569.2
TCGA-B0-5690-01A	53 years, female, white, stage:i, alive, 3392 days	1563.5
TCGA-BP-5001-01A	43 years, female, white, stage:i, alive, 1177 days	1562.4
TCGA-BP-4798-01A	74 years, male, white, dead, 334 days	1562.1
TCGA-P4-A5ED-01A	51 years, male, white, stage:i, alive, 2816 days	1561.9
TCGA-SX-A7SM-01A	60 years, male, black or african american, stage:iv, dead, 363 days	1560.2
TCGA-5P-A9K0-01A	75 years, male, white, alive, 677 days	1559.4
TCGA-GL-A59T-01A	46 years, male, white, stage:i, alive, 546 days	1557.1
TCGA-MH-A856-01A	54 years, male, white, stage:i, alive, 947 days	1555.9
TCGA-2Z-A9JT-01A	71 years, male, white, stage:i, alive, 684 days	1555.2
TCGA-BP-5201-01A	63 years, male, white, stage:iv, alive, 951 days	1555.1
TCGA-BP-4774-01A	57 years, female, white, stage:i, alive, 1885 days	1554.1
TCGA-BQ-7056-01A	75 years, female, white, stage:iii, alive, 612 days	1552.4
TCGA-B1-5398-01A	73 years, male, white, stage:iii, alive, 1251 days	1551.9
TCGA-2Z-A9JL-01A	47 years, male, black or african american, stage:i, alive, 1006 days	1547.4
TCGA-A4-8516-01A	62 years, male, white, stage:iii, alive, 23 days	1544.3
TCGA-B8-A8YJ-01A	60 years, female, black or african american, stage:i, alive, 431 days	1544.0
TCGA-BP-5196-01A	54 years, male, white, stage:i, alive, 1018 days	1540.6
TCGA-A4-7828-01A	74 years, female, black or african american, stage:i, alive, 238 days	1537.6
TCGA-BQ-5886-01A	75 years, male, white, stage:iii, alive, 792 days	1536.5
TCGA-B0-4844-01A	60 years, male, white, stage:iv, dead, 313 days	1532.5
TCGA-2Z-A9J7-01A	63 years, male, white, stage:iv, dead, 139 days	1531.7
TCGA-B0-5083-01A	63 years, male, white, stage:i, dead, 1045 days	1529.3
TCGA-B0-5095-01A	81 years, male, white, stage:iii, dead, 245 days	1528.9
TCGA-BP-4169-01A	76 years, female, white, stage:ii, dead, 701 days	1528.9
TCGA-CJ-4901-01A	47 years, male, white, stage:iii, alive, 1450 days	1527.0
TCGA-B0-4819-01A	60 years, female, white, stage:iv, dead, 183 days	1526.7
TCGA-B0-5695-01A	61 years, female, white, stage:i, alive, 2150 days	1525.6
TCGA-BQ-5881-01A	69 years, male, white, stage:i, alive, 1454 days	1525.2
TCGA-KN-8426-01A	50 years, male, white, stage:iv, alive, 108 days	1525.0
TCGA-BP-5200-01A	44 years, male, white, stage:ii, alive, 1063 days	1523.5
TCGA-IZ-A6M9-01A	63 years, male, white, stage:i, alive, 376 days	1517.6
TCGA-BP-4993-01A	58 years, male, white, stage:i, alive, 177 days	1516.1
TCGA-B0-5096-01A	72 years, female, white, stage:iii, dead, 68 days	1516.0
TCGA-KL-8336-01A	51 years, female, white, stage:iv, dead, 920 days	1512.9
TCGA-KO-8413-01A	46 years, male, white, stage:i, alive, 3038 days	1512.1
TCGA-B0-4848-01A	54 years, male, white, stage:iii, dead, 883 days	1511.6
TCGA-CZ-5453-01A	67 years, male, white, stage:ii, dead, 2419 days	1507.5
TCGA-G7-6790-01A	57 years, male, white, stage:i, alive, 1575 days	1505.7
TCGA-A4-7288-01A	71 years, female, white, alive, 1857 days	1505.6
TCGA-CZ-4865-01A	70 years, female, white, stage:i, dead, 166 days	1500.4
TCGA-AK-3454-01A	84 years, male, white, stage:i, alive, 874 days	1500.3
TCGA-J7-6720-01A	42 years, male, asian, stage:i, alive, 388 days	1496.8
TCGA-BP-5177-01A	46 years, female, white, stage:i, alive, 293 days	1496.3
TCGA-5P-A9KE-01A	70 years, male, white, alive, 824 days	1493.5
TCGA-MM-A563-01A	41 years, male, black or african american, alive, 591 days	1493.1
TCGA-BQ-7051-01A	74 years, male, white, stage:ii, alive, 1533 days	1490.9
TCGA-B0-5709-01A	62 years, female, white, stage:iii, alive, 3974 days	1488.3
TCGA-BP-5192-01A	59 years, male, white, stage:i, alive, 714 days	1485.9
TCGA-DV-5566-01A	67 years, female, white, stage:i, alive, 1398 days	1482.9
TCGA-B0-4841-01A	63 years, male, white, stage:iv, dead, 204 days	1479.7
TCGA-A4-A5XZ-01A	65 years, female, white, stage:ii, alive, 479 days	1479.5
TCGA-UZ-A9PV-01A	65 years, male, white, stage:i, alive, 1444 days	1479.3
TCGA-KO-8415-01A	44 years, female, white, stage:i, alive, 2939 days	1478.6
TCGA-CZ-5452-01A	69 years, male, white, stage:ii, alive, 1789 days	1478.0
TCGA-A4-7734-01A	53 years, female, white, stage:i, alive, 27 days	1477.7
TCGA-BP-5169-01A	70 years, male, white, stage:i, alive, 193 days	1475.3
TCGA-CJ-4887-01A	48 years, male, white, stage:iv, dead, 932 days	1475.1
TCGA-B0-4837-01A	63 years, male, white, stage:i, dead, 1378 days	1473.3
TCGA-B0-5698-01A	77 years, male, black or african american, stage:i, alive, 3631 days	1472.3
TCGA-AK-3425-01A	68 years, male, white, stage:i, alive, 3343 days	1472.1
TCGA-DW-7837-01A	43 years, male, black or african american, stage:i, alive, 1142 days	1470.3
TCGA-5P-A9K6-01A	64 years, male, white, alive, 1914 days	1469.6
TCGA-CJ-5675-01A	70 years, male, white, stage:ii, alive, 3936 days	1469.5
TCGA-UZ-A9PZ-01A	65 years, male, white, stage:iii, alive, 657 days	1467.3
TCGA-CJ-5682-01A	60 years, male, white, stage:iv, alive, 3736 days	1466.6
TCGA-EV-5901-01A	47 years, female, white, stage:i, alive, 1040 days	1465.2
TCGA-CJ-4640-01A	49 years, male, white, stage:iii, alive, 3480 days	1465.2
TCGA-BQ-5891-01A	57 years, female, white, stage:iii, alive, 29 days	1465.2
TCGA-BP-4338-01A	43 years, male, white, stage:i, alive, 2859 days	1464.6
TCGA-KL-8329-01A	57 years, female, asian, stage:i, alive, 2752 days	1463.9
TCGA-A3-3347-01A	76 years, female, white, stage:iii, dead, 1610 days	1463.6
TCGA-A4-A5DU-01A	45 years, female, white, stage:i, alive, 496 days	1463.0
TCGA-CJ-5689-01A	90 years, male, white, stage:i, dead, 1620 days	1461.4
TCGA-4A-A93W-01A	66 years, female, white, stage:i, alive, 4 days	1460.0
TCGA-BQ-7058-01A	81 years, male, white, stage:iii, dead, 343 days	1459.8
TCGA-A3-3346-01A	68 years, male, white, stage:i, dead, 137 days	1459.2
TCGA-CJ-4881-01A	41 years, male, white, stage:iii, alive, 2014 days	1452.1
TCGA-2Z-A9J8-01A	50 years, male, white, stage:i, alive, 2790 days	1451.2
TCGA-5P-A9K4-01A	54 years, male, white, alive, 2184 days	1451.0
TCGA-AK-3431-01A	62 years, female, white, stage:ii, dead, 2241 days	1450.0
TCGA-B4-5835-01A	64 years, female, white, stage:i, alive, 16 days	1448.2
TCGA-BP-5176-01A	78 years, female, white, stage:i, dead, 1590 days	1448.0
TCGA-B0-4822-01A	78 years, male, white, stage:ii, dead, 1111 days	1448.0
TCGA-B0-5692-01A	66 years, female, white, stage:iii, alive, 3944 days	1446.4
TCGA-CZ-5470-01A	72 years, female, stage:ii, alive, 386 days	1445.8
TCGA-BP-4337-01A	76 years, female, white, stage:iii, dead, 2 days	1444.8
TCGA-BP-5178-01A	71 years, male, white, stage:iv, dead, 1912 days	1444.7
TCGA-B0-5710-01A	57 years, male, white, stage:i, alive, 2430 days	1444.3
TCGA-AT-A5NU-01A	77 years, male, white, stage:i, alive, 67 days	1442.7
TCGA-CJ-4891-01A	57 years, female, white, stage:iii, dead, 819 days	1438.9
TCGA-G7-6796-01A	58 years, male, white, stage:i, alive, 2173 days	1438.3
TCGA-AL-3472-01A	57 years, male, black or african american, alive, 2029 days	1436.5
TCGA-BP-4354-01A	41 years, male, white, stage:iv, dead, 1034 days	1434.8
TCGA-BP-5174-01A	45 years, female, white, stage:i, alive, 2257 days	1431.6
TCGA-BP-4159-01A	70 years, male, white, stage:i, dead, 2601 days	1431.5
TCGA-B8-5550-01A	71 years, male, white, stage:iii, alive, 1476 days	1431.4
TCGA-BP-4769-01A	63 years, male, white, stage:i, alive, 1876 days	1429.7
TCGA-5P-A9K2-01A	62 years, male, white, alive, 2392 days	1429.0
TCGA-BQ-7061-01A	84 years, female, white, stage:i, alive, 218 days	1428.7
TCGA-B0-5107-01A	65 years, female, white, stage:iv, dead, 927 days	1421.0
TCGA-AL-A5DJ-01A	55 years, female, white, stage:iii, dead, 1498 days	1420.8
TCGA-A4-7732-01A	55 years, male, black or african american, alive, 582 days	1420.8
TCGA-SX-A7SP-01A	66 years, female, white, stage:i, dead, 496 days	1415.4
TCGA-CJ-6031-01A	54 years, male, white, stage:i, alive, 1906 days	1413.3
TCGA-2Z-A9JJ-01A	69 years, female, white, stage:i, alive, 1213 days	1411.4
TCGA-B0-4849-01A	51 years, male, white, stage:iii, dead, 69 days	1411.2
TCGA-BP-4346-01A	57 years, male, white, stage:iii, dead, 1493 days	1410.0
TCGA-CJ-4878-01A	71 years, female, white, stage:iii, alive, 2186 days	1409.2
TCGA-CJ-4872-01A	51 years, male, white, stage:i, alive, 326 days	1406.4
TCGA-CJ-4918-01A	64 years, male, white, stage:iv, dead, 93 days	1403.9
TCGA-CJ-4876-01A	57 years, male, white, stage:ii, alive, 1955 days	1403.5
TCGA-2Z-A9JR-01A	57 years, male, white, stage:i, alive, 161 days	1401.3
TCGA-CJ-6030-01A	66 years, male, white, stage:i, dead, 2299 days	1400.7
TCGA-DW-7840-01A	60 years, male, black or african american, stage:i, alive, 114 days	1396.9
TCGA-HE-7130-01A	female, stage:iii, alive, 1770 days	1396.7
TCGA-B0-4821-01A	68 years, female, asian, stage:iii, dead, 1230 days	1396.7
TCGA-UZ-A9PP-01A	60 years, male, white, stage:i, alive, 3010 days	1395.1
TCGA-G7-A8LB-01A	70 years, male, white, stage:iv, alive, 547 days	1394.8
TCGA-MW-A4EC-01A	73 years, female, black or african american, stage:i, alive, 498 days	1390.1
TCGA-CW-6097-01A	32 years, male, white, stage:iii, dead, 571 days	1388.8
TCGA-P4-AAVO-01A	69 years, male, white, stage:i, alive, 2400 days	1387.7
TCGA-KN-8419-01A	43 years, male, black or african american, stage:ii, alive, 714 days	1385.6
TCGA-CZ-4857-01A	56 years, male, white, stage:iv, dead, 1432 days	1385.2
TCGA-CJ-4895-01A	62 years, male, white, stage:iv, dead, 1200 days	1384.6
TCGA-BP-5009-01A	52 years, male, white, stage:i, dead, 1092 days	1384.0
TCGA-BP-4799-01A	70 years, male, white, stage:iii, dead, 1133 days	1380.0
TCGA-B0-5700-01A	77 years, male, white, stage:i, alive, 1790 days	1378.5
TCGA-UZ-A9PU-01A	77 years, male, white, stage:i, dead, 933 days	1377.2
TCGA-BP-4781-01A	78 years, male, white, stage:i, alive, 2080 days	1374.8
TCGA-B0-5119-01A	61 years, female, white, stage:i, alive, 1552 days	1374.5
TCGA-HE-A5NI-01A	73 years, male, stage:i, alive, 360 days	1373.5
TCGA-B0-4703-01A	51 years, male, white, stage:iv, dead, 182 days	1369.8
TCGA-CJ-5672-01A	84 years, male, white, stage:i, dead, 2190 days	1368.9
TCGA-Y8-A896-01A	62 years, male, white, stage:iii, alive, 567 days	1368.4
TCGA-B2-5639-01A	46 years, male, white, stage:iv, dead, 1003 days	1366.1
TCGA-BP-5184-01A	54 years, male, white, stage:i, alive, 1133 days	1365.7
TCGA-AK-3450-01A	85 years, female, white, stage:i, alive, 1779 days	1363.6
TCGA-KL-8328-01A	60 years, male, white, stage:ii, alive, 3127 days	1362.2
TCGA-Y8-A8S0-01A	58 years, male, white, stage:i, alive, 183 days	1361.0
TCGA-PJ-A5Z8-01A	60 years, female, white, stage:i, alive, 600 days	1357.8
TCGA-B0-4827-01A	77 years, female, white, stage:iii, dead, 885 days	1357.5
TCGA-BQ-7045-01A	78 years, male, black or african american, stage:i, dead, 1468 days	1357.3
TCGA-A4-7583-01A	60 years, male, black or african american, stage:i, alive, 3 days	1356.8
TCGA-BP-4166-01A	69 years, male, white, stage:iii, alive, 13 days	1356.5
TCGA-B3-A6W5-01A	43 years, male, black or african american, stage:i, alive, 309 days	1355.6
TCGA-SX-A71U-01A	57 years, male, white, stage:i, alive, 1357 days	1355.3
TCGA-GL-A9DD-01A	69 years, male, white, stage:i, alive, 341 days	1354.8
TCGA-HE-A5NF-01A	58 years, male, stage:i, alive, 2582 days	1354.3
TCGA-CW-5581-01A	44 years, male, white, stage:i, alive, 2799 days	1352.6
TCGA-2Z-A9JS-01A	74 years, male, white, stage:i, dead, 492 days	1350.6
TCGA-BQ-7049-01A	45 years, female, white, stage:i, dead, 1364 days	1349.8
TCGA-WN-AB4C-01A	female, white, stage:i, alive, 1188 days	1346.7
TCGA-KL-8334-01A	37 years, female, white, stage:iii, alive, 2949 days	1345.1
TCGA-MH-A561-01A	66 years, male, white, stage:i, alive, 841 days	1341.8
TCGA-B0-5713-01A	75 years, female, white, stage:iii, alive, 2782 days	1340.9
TCGA-5P-A9K9-01A	59 years, female, white, dead, 589 days	1340.5
TCGA-KN-8434-01A	65 years, female, white, stage:ii, alive, 1797 days	1338.2
TCGA-CJ-4636-01A	51 years, male, white, stage:iii, alive, 1924 days	1337.8
TCGA-F9-A4JJ-01A	35 years, female, black or african american, stage:iii, dead, 325 days	1337.6
TCGA-B0-4816-01A	49 years, male, white, stage:ii, dead, 1371 days	1337.6
TCGA-AK-3461-01A	72 years, male, white, stage:i, alive, 2217 days	1337.5
TCGA-CZ-4859-01A	59 years, female, white, stage:i, alive, 1787 days	1335.0
TCGA-DW-7963-01B	43 years, male, black or african american, stage:i, alive, 1240 days	1330.8
TCGA-CJ-4641-01A	55 years, female, white, stage:iv, dead, 1661 days	1330.6
TCGA-P4-AAVM-01A	69 years, male, white, stage:i, alive, 1539 days	1329.1
TCGA-CW-6093-01A	73 years, male, white, stage:i, alive, 3146 days	1329.0
TCGA-HE-A5NH-01A	62 years, male, stage:i, alive, 791 days	1328.1
TCGA-B8-4621-01A	63 years, male, black or african american, stage:i, alive, 788 days	1328.0
TCGA-G6-A5PC-01A	54 years, female, black or african american, stage:iv, dead, 242 days	1325.9
TCGA-B0-4813-01A	68 years, male, white, stage:iii, dead, 18 days	1323.6
TCGA-BQ-5877-01A	60 years, male, black or african american, stage:iv, dead, 270 days	1321.7
TCGA-BP-4970-01A	44 years, male, asian, stage:iii, alive, 433 days	1321.4
TCGA-DV-5573-01A	41 years, male, white, stage:i, alive, 1130 days	1319.6
TCGA-KN-8427-01A	54 years, male, white, stage:iv, alive, 30 days	1319.4
TCGA-SX-A71V-01A	80 years, male, white, stage:i, alive, 876 days	1319.1
TCGA-BP-5202-01A	75 years, male, white, stage:iii, alive, 29 days	1317.3
TCGA-2Z-A9JD-01A	66 years, male, white, stage:i, alive, 1060 days	1314.5
TCGA-5P-A9JW-01A	64 years, male, white, alive, 3241 days	1314.5
TCGA-A3-3328-01A	79 years, male, white, stage:i, alive, 1385 days	1314.1
TCGA-A4-7997-01A	67 years, male, white, stage:i, alive, 927 days	1314.1
TCGA-BQ-5882-01A	54 years, male, stage:iii, dead, 658 days	1310.6
TCGA-G7-A8LE-01A	62 years, male, white, stage:i, alive, 2453 days	1310.1
TCGA-5P-A9JZ-01A	51 years, female, white, alive, 2744 days	1308.9
TCGA-BP-4790-01A	76 years, male, white, stage:i, dead, 1111 days	1306.4
TCGA-IA-A40U-01A	56 years, male, white, stage:iii, alive, 511 days	1304.4
TCGA-5P-A9KC-01A	51 years, female, white, alive, 377 days	1304.1
TCGA-A3-3363-01A	50 years, male, asian, stage:ii, alive, 319 days	1304.1
TCGA-CJ-4904-01A	60 years, female, white, stage:iv, alive, 3302 days	1301.3
TCGA-BQ-7060-01A	53 years, male, american indian or alaska native, stage:i, alive, 214 days	1298.3
TCGA-DV-5569-01A	29 years, female, white, stage:i, alive, 355 days	1297.3
TCGA-B2-4098-01A	72 years, female, black or african american, stage:i, dead, 51 days	1296.7
TCGA-KV-A74V-01A	40 years, male, white, stage:i, alive, 347 days	1296.7
TCGA-B9-5155-01A	71 years, male, white, stage:iii, alive, 665 days	1296.6
TCGA-B9-A8YH-01A	52 years, male, black or african american, stage:i, alive, 532 days	1295.1
TCGA-SX-A7SO-01A	64 years, male, white, stage:i, alive, 1257 days	1294.6
TCGA-UZ-A9Q1-01A	88 years, female, white, stage:i, alive, 1562 days	1294.1
TCGA-CJ-6033-01A	54 years, female, white, stage:iv, dead, 224 days	1293.0
TCGA-CJ-4900-01A	69 years, female, white, stage:iv, dead, 1714 days	1289.5
TCGA-CJ-6032-01A	63 years, female, white, stage:ii, alive, 3639 days	1289.4
TCGA-B0-5098-01A	53 years, female, black or african american, stage:i, dead, 1584 days	1288.9
TCGA-BQ-5888-01A	74 years, female, white, stage:i, alive, 403 days	1286.5
TCGA-CZ-4856-01A	62 years, female, white, stage:i, alive, 18 days	1286.4
TCGA-DZ-6135-01A	45 years, male, stage:i, alive, 2269 days	1285.3
TCGA-BP-4962-01A	58 years, male, white, stage:ii, alive, 1785 days	1283.5
TCGA-CZ-5460-01A	55 years, male, white, stage:iv, alive, 2873 days	1283.3
TCGA-CJ-4902-01A	61 years, male, white, stage:iii, alive, 1520 days	1280.8
TCGA-P4-A5E8-01A	57 years, male, white, stage:iii, dead, 1306 days	1278.9
TCGA-CJ-4916-01A	69 years, female, white, stage:iii, alive, 1373 days	1278.5
TCGA-KL-8346-01A	62 years, male, white, stage:ii, alive, 1897 days	1278.4
TCGA-BQ-5880-01A	79 years, male, white, stage:iii, dead, 1314 days	1277.8
TCGA-B0-4823-01A	88 years, male, white, stage:i, dead, 454 days	1276.6
TCGA-UZ-A9PJ-01A	78 years, male, white, stage:i, dead, 797 days	1276.2
TCGA-AK-3429-01A	54 years, female, white, stage:ii, alive, 3328 days	1274.8
TCGA-AK-3465-01A	71 years, female, black or african american, stage:i, alive, 369 days	1274.7
TCGA-B8-4153-01B	74 years, male, white, stage:iii, alive, 762 days	1272.7
TCGA-G7-A8LC-01A	61 years, male, white, stage:i, alive, 702 days	1272.6
TCGA-PJ-A5Z9-01A	80 years, female, white, stage:i, alive, 540 days	1272.3
TCGA-B0-5088-01A	53 years, male, white, stage:i, dead, 563 days	1272.1
TCGA-CJ-4871-01A	63 years, male, white, stage:iv, alive, 2423 days	1271.2
TCGA-CZ-5469-01A	41 years, male, white, stage:ii, dead, 946 days	1271.1
TCGA-BP-4960-01A	46 years, male, white, stage:ii, alive, 2172 days	1270.0
TCGA-G6-A8L6-01A	55 years, male, black or african american, stage:iv, dead, 313 days	1269.6
TCGA-BP-4981-01A	75 years, female, white, stage:iii, dead, 1097 days	1269.6
TCGA-B4-5377-01A	68 years, female, white, stage:iv, alive, 365 days	1265.0
TCGA-G7-7501-01A	55 years, female, black or african american, stage:iii, dead, 624 days	1263.7
TCGA-B9-A5W7-01A	47 years, male, black or african american, stage:i, alive, 585 days	1262.3
TCGA-CW-5584-01A	74 years, male, white, stage:iii, dead, 164 days	1261.9
TCGA-CZ-5456-01A	57 years, male, white, stage:ii, alive, 2422 days	1258.6
TCGA-BQ-7053-01A	57 years, female, black or african american, stage:iii, alive, 1516 days	1258.6
TCGA-A4-7996-01A	61 years, female, white, stage:i, alive, 506 days	1258.1
TCGA-5P-A9KA-01A	61 years, male, white, alive, 395 days	1257.9
TCGA-B1-A47N-01A	62 years, male, white, stage:i, alive, 1110 days	1257.7
TCGA-B0-4815-01A	65 years, male, white, stage:iii, dead, 1588 days	1255.2
TCGA-GL-8500-01A	63 years, male, white, stage:i, alive, 841 days	1252.7
TCGA-6D-AA2E-01A	68 years, female, black or african american, stage:i, alive, 362 days	1252.6
TCGA-P4-A5E6-01A	67 years, male, black or african american, stage:iii, alive, 3035 days	1251.7
TCGA-B8-A54J-01A	60 years, male, black or african american, stage:ii, alive, 528 days	1250.8
TCGA-V9-A7HT-01A	67 years, male, black or african american, stage:ii, alive, 965 days	1248.6
TCGA-B3-8121-01A	48 years, female, black or african american, stage:i, alive, 379 days	1247.7
TCGA-CZ-4862-01A	46 years, male, white, stage:i, alive, 3271 days	1247.5
TCGA-AK-3455-01A	71 years, female, white, stage:iii, dead, 683 days	1247.4
TCGA-2Z-A9JI-01A	38 years, male, white, stage:iii, alive, 1567 days	1245.6
TCGA-BP-4341-01A	67 years, male, white, stage:iii, dead, 1589 days	1244.6
TCGA-G6-A8L7-01A	81 years, female, black or african american, stage:i, alive, 2133 days	1243.6
TCGA-BP-4342-01A	79 years, male, white, stage:ii, dead, 2256 days	1242.2
TCGA-B0-4838-01A	69 years, female, white, stage:i, dead, 834 days	1239.9
TCGA-BP-5168-01A	75 years, male, white, stage:i, dead, 1463 days	1238.5
TCGA-B0-5110-01A	71 years, female, white, stage:i, alive, 2009 days	1238.1
TCGA-CJ-5683-01A	78 years, male, white, stage:i, alive, 1889 days	1237.5
TCGA-BP-4985-01A	72 years, male, white, stage:iii, dead, 952 days	1234.8
TCGA-BP-4797-01A	34 years, male, white, stage:iii, alive, 1107 days	1234.5
TCGA-Q2-A5QZ-01A	61 years, female, black or african american, stage:iii, alive, 428 days	1233.2
TCGA-B0-5097-01A	59 years, female, white, stage:iii, alive, 665 days	1233.1
TCGA-BP-5173-01A	75 years, male, white, stage:i, dead, 62 days	1232.8
TCGA-KL-8331-01A	48 years, female, white, stage:ii, alive, 3010 days	1230.8
TCGA-BP-4787-01A	59 years, female, white, stage:iv, dead, 480 days	1230.7
TCGA-SX-A71W-01A	66 years, male, white, stage:i, alive, 1076 days	1230.4
TCGA-IA-A83W-01A	70 years, male, white, stage:i, dead, 2043 days	1230.1
TCGA-DV-A4VZ-01A	53 years, male, black or african american, stage:i, alive, 365 days	1228.2
TCGA-A3-A6NJ-01A	57 years, female, black or african american, stage:i, alive, 468 days	1227.9
TCGA-B9-A44B-01A	70 years, male, black or african american, stage:iii, alive, 361 days	1224.6
TCGA-BP-4355-01A	59 years, female, white, stage:iii, dead, 953 days	1223.8
TCGA-A4-7286-01A	42 years, male, white, alive, 554 days	1220.6
TCGA-B0-4846-01A	52 years, male, white, stage:iv, dead, 1200 days	1218.3
TCGA-CW-6090-01A	68 years, male, white, stage:i, alive, 2552 days	1218.3
TCGA-BP-4331-01A	52 years, male, white, stage:i, dead, 2454 days	1218.1
TCGA-CJ-4875-01A	67 years, male, white, stage:iv, dead, 3554 days	1216.3
TCGA-KO-8408-01A	47 years, male, white, stage:iii, dead, 507 days	1215.5
TCGA-GL-A9DC-01A	66 years, female, white, stage:i, alive, 392 days	1215.3
TCGA-BP-4759-01A	50 years, male, white, stage:i, alive, 2372 days	1214.6
TCGA-BP-5195-01A	75 years, male, white, stage:i, alive, 749 days	1212.0
TCGA-CJ-4908-01A	38 years, male, white, stage:i, alive, 1531 days	1208.0
TCGA-B4-5836-01A	61 years, female, white, stage:i, alive, 141 days	1207.7
TCGA-BP-4974-01A	58 years, male, white, stage:iv, dead, 211 days	1207.5
TCGA-AK-3445-01A	69 years, male, white, stage:iii, alive, 2392 days	1206.1
TCGA-B8-5158-01A	56 years, male, white, stage:iii, alive, 1218 days	1205.9
TCGA-BP-4777-01A	46 years, male, white, stage:i, alive, 1731 days	1204.2
TCGA-UZ-A9PX-01A	73 years, male, white, stage:i, alive, 1981 days	1202.6
TCGA-B8-5545-01A	42 years, male, black or african american, stage:i, alive, 1525 days	1202.3
TCGA-SX-A7SR-01A	66 years, male, white, stage:ii, alive, 805 days	1201.0
TCGA-A3-A6NL-01A	49 years, female, black or african american, stage:i, alive, 689 days	1192.8
TCGA-SX-A7SL-01A	74 years, male, stage:i, alive, 823 days	1192.7
TCGA-BP-4343-01A	64 years, male, white, stage:iii, dead, 1912 days	1192.1
TCGA-B0-5712-01A	68 years, female, black or african american, stage:iv, alive, 2722 days	1191.4
TCGA-CJ-4886-01A	43 years, female, white, stage:i, alive, 1952 days	1189.9
TCGA-CZ-4860-01A	60 years, male, white, stage:iv, dead, 206 days	1189.7
TCGA-A3-3365-01A	46 years, male, white, stage:i, alive, 873 days	1188.5
TCGA-CZ-5464-01A	69 years, male, white, stage:iv, alive, 2128 days	1188.5
TCGA-B1-A655-01A	77 years, female, white, stage:i, alive, 510 days	1187.4
TCGA-B8-4148-01A	63 years, female, white, stage:i, alive, 1520 days	1186.4
TCGA-BQ-5879-01A	32 years, female, white, stage:iii, dead, 697 days	1186.0
TCGA-MH-A855-01A	52 years, female, black or african american, stage:ii, alive, 369 days	1183.6
TCGA-MH-A560-01A	62 years, male, white, stage:i, alive, 924 days	1182.3
TCGA-CJ-5684-01A	61 years, male, white, stage:iii, alive, 2231 days	1181.7
TCGA-BP-4352-01A	74 years, female, white, stage:iv, dead, 344 days	1180.7
TCGA-BP-4801-01A	57 years, male, white, stage:i, alive, 1124 days	1180.0
TCGA-MH-A55W-01A	50 years, male, black or african american, stage:i, alive, 1043 days	1179.6
TCGA-CJ-4892-01A	65 years, female, white, stage:i, alive, 1521 days	1179.5
TCGA-A3-A6NI-01A	47 years, male, black or african american, stage:i, alive, 1018 days	1177.5
TCGA-B8-5552-01B	41 years, female, white, stage:i, alive, 1046 days	1176.2
TCGA-B0-4945-01A	75 years, female, white, stage:i, dead, 2145 days	1175.9
TCGA-BP-4992-01A	66 years, male, white, stage:i, alive, 501 days	1175.8
TCGA-CZ-5466-01A	67 years, male, stage:iii, alive, 685 days	1174.5
TCGA-B0-5102-01A	74 years, female, white, stage:i, dead, 2764 days	1173.8
TCGA-A3-3376-01A	51 years, male, black or african american, stage:i, dead, 1696 days	1172.0
TCGA-BP-4776-01A	52 years, male, white, stage:i, alive, 411 days	1171.1
TCGA-SX-A71R-01A	51 years, male, white, stage:i, alive, 1457 days	1170.8
TCGA-BP-5008-01A	46 years, male, white, stage:i, alive, 1071 days	1167.9
TCGA-A4-8311-01A	60 years, male, white, stage:i, alive, 729 days	1166.7
TCGA-BP-4760-01A	69 years, male, black or african american, stage:i, alive, 2361 days	1166.5
TCGA-BP-4170-01A	72 years, female, white, stage:i, dead, 2343 days	1166.1
TCGA-MM-A84U-01A	58 years, female, black or african american, stage:i, alive, 700 days	1165.7
TCGA-KN-8425-01A	53 years, male, white, stage:i, alive, 3179 days	1163.6
TCGA-KM-8443-01A	58 years, male, white, stage:ii, alive, 1520 days	1162.7
TCGA-A4-8630-01A	59 years, female, white, stage:i, alive, 436 days	1161.8
TCGA-CJ-4885-01A	64 years, male, white, stage:iv, alive, 3451 days	1161.3
TCGA-A3-3319-01A	70 years, male, white, stage:i, alive, 1130 days	1160.8
TCGA-B9-A69E-01A	71 years, male, white, stage:iii, alive, 452 days	1160.0
TCGA-BP-4177-01A	65 years, male, white, stage:i, alive, 1670 days	1159.4
TCGA-A3-3311-01A	58 years, male, stage:i, dead, 1191 days	1159.1
TCGA-BP-4766-01A	43 years, female, white, stage:i, alive, 1462 days	1159.0
TCGA-UZ-A9PL-01A	59 years, male, white, stage:ii, alive, 3152 days	1157.8
TCGA-P4-AAVL-01A	85 years, male, white, stage:iii, dead, 487 days	1157.4
TCGA-B0-5075-01A	77 years, female, white, stage:iii, dead, 637 days	1156.9
TCGA-AK-3440-01A	58 years, male, white, stage:i, alive, 2865 days	1156.0
TCGA-CZ-5454-01A	63 years, male, white, stage:iv, dead, 722 days	1154.1
TCGA-B8-5553-01A	67 years, female, white, stage:i, alive, 435 days	1153.1
TCGA-DW-5560-01A	38 years, female, white, stage:i, alive, 1486 days	1152.9
TCGA-A3-3329-01A	75 years, male, white, stage:i, alive, 1624 days	1151.0
TCGA-CJ-4644-01A	48 years, female, white, stage:iv, dead, 336 days	1150.6
TCGA-BP-4762-01A	42 years, male, white, stage:i, dead, 1343 days	1149.5
TCGA-UZ-A9PO-01A	80 years, male, white, stage:i, alive, 1911 days	1149.0
TCGA-B3-4103-01A	56 years, male, white, stage:i, alive, 930 days	1148.3
TCGA-B0-4691-01A	55 years, male, white, stage:iv, dead, 139 days	1147.1
TCGA-B0-4824-01A	49 years, female, white, stage:i, dead, 1657 days	1146.8
TCGA-BP-4976-01A	77 years, male, white, stage:i, alive, 1632 days	1146.4
TCGA-KL-8343-01A	72 years, male, white, stage:iii, dead, 2172 days	1145.7
TCGA-T7-A92I-01A	47 years, female, black or african american, stage:i, alive, 356 days	1145.7
TCGA-EV-5902-01A	58 years, male, white, stage:i, alive, 578 days	1144.9
TCGA-B0-5108-01A	54 years, male, white, stage:iii, alive, 1782 days	1144.7
TCGA-BP-4972-01A	43 years, female, white, stage:iii, alive, 1502 days	1144.6
TCGA-B0-5121-01A	56 years, male, white, stage:i, alive, 1485 days	1143.9
TCGA-3Z-A93Z-01A	69 years, male, black or african american, stage:i, alive, 385 days	1143.3
TCGA-CJ-4899-01A	42 years, male, asian, stage:i, alive, 1528 days	1143.0
TCGA-DW-7839-01A	58 years, female, white, stage:i, alive, 419 days	1142.1
TCGA-KN-8432-01A	86 years, female, white, stage:ii, alive, 76 days	1140.6
TCGA-KO-8406-01A	17 years, female, white, stage:i, alive, 3145 days	1140.1
TCGA-CW-5590-01A	51 years, male, white, stage:iv, dead, 1075 days	1139.7
TCGA-CJ-4893-01A	76 years, female, white, stage:i, alive, 750 days	1137.8
TCGA-A3-3359-01A	82 years, female, white, stage:i, alive, 2504 days	1137.5
TCGA-AK-3456-01A	48 years, male, black or african american, stage:ii, alive, 1143 days	1137.1
TCGA-DW-7842-01A	52 years, male, white, stage:i, alive, 92 days	1135.6
TCGA-CJ-4905-01A	62 years, female, white, stage:i, alive, 1496 days	1135.3
TCGA-BQ-5885-01A	63 years, male, white, stage:iii, alive, 921 days	1133.7
TCGA-UZ-A9Q0-01A	60 years, male, white, stage:i, alive, 3368 days	1131.1
TCGA-CJ-4884-01A	72 years, female, white, stage:iii, alive, 1759 days	1128.8
TCGA-UZ-A9PS-01A	62 years, female, black or african american, stage:ii, alive, 2167 days	1128.6
TCGA-P4-AAVK-01A	74 years, male, white, stage:iii, alive, 1590 days	1126.6
TCGA-G7-6797-01A	46 years, male, white, stage:iii, alive, 765 days	1126.5
TCGA-CJ-4870-01A	58 years, female, black or african american, stage:iii, alive, 1498 days	1124.4
TCGA-CZ-5455-01A	63 years, male, white, stage:iv, dead, 561 days	1123.7
TCGA-AK-3443-01A	45 years, male, white, stage:ii, alive, 1423 days	1123.2
TCGA-5P-A9K3-01A	59 years, male, white, dead, 471 days	1120.5
TCGA-IZ-8196-01A	50 years, male, white, stage:i, alive, 649 days	1119.0
TCGA-B0-5117-01A	40 years, male, white, stage:i, alive, 1608 days	1118.8
TCGA-EU-5906-01A	55 years, male, white, stage:i, alive, 206 days	1118.6
TCGA-B0-5703-01A	73 years, male, white, stage:i, alive, 2246 days	1118.4
TCGA-CJ-4920-01A	64 years, female, white, stage:i, dead, 139 days	1113.9
TCGA-B0-4852-01A	78 years, female, white, stage:ii, dead, 1121 days	1113.2
TCGA-IA-A40X-01A	49 years, female, black or african american, stage:i, alive, 608 days	1111.6
TCGA-CZ-5982-01A	59 years, female, white, stage:i, alive, 2439 days	1110.5
TCGA-BP-4782-01A	55 years, female, white, stage:i, alive, 354 days	1107.0
TCGA-B8-A54I-01A	48 years, male, black or african american, stage:i, alive, 150 days	1106.8
TCGA-BP-4807-01A	42 years, male, white, stage:i, alive, 211 days	1105.7
TCGA-B0-5701-01A	65 years, male, white, stage:iii, alive, 2461 days	1104.3
TCGA-BP-4163-01A	60 years, female, white, stage:iii, alive, 2839 days	1104.1
TCGA-A3-A8CQ-01A	59 years, female, black or african american, stage:i, alive, 3 days	1104.0
TCGA-KN-8435-01A	59 years, male, white, stage:ii, alive, 3498 days	1103.1
TCGA-G7-A8LD-01A	71 years, male, white, stage:iii, dead, 514 days	1102.8
TCGA-HE-A5NJ-01A	58 years, male, alive, 1726 days	1099.6
TCGA-CZ-5987-01A	60 years, male, white, stage:iv, dead, 445 days	1099.2
TCGA-CZ-5986-01A	61 years, male, white, stage:i, alive, 373 days	1098.4
TCGA-KN-8429-01A	38 years, female, white, stage:iii, alive, 2650 days	1098.1
TCGA-BP-4998-01A	49 years, male, asian, stage:i, alive, 932 days	1098.1
TCGA-B0-4833-01A	82 years, female, white, stage:i, dead, 2386 days	1096.9
TCGA-CW-5591-01A	56 years, male, white, stage:iv, alive, 2271 days	1095.9
TCGA-B0-5085-01A	76 years, female, white, stage:iii, dead, 770 days	1095.3
TCGA-CJ-4907-01A	58 years, male, white, stage:iii, alive, 1499 days	1093.8
TCGA-B0-5106-01A	64 years, male, white, stage:i, dead, 1598 days	1091.5
TCGA-A4-7584-01A	59 years, male, black or african american, stage:i, alive, 650 days	1091.3
TCGA-BQ-5884-01A	59 years, female, black or african american, stage:i, alive, 792 days	1088.9
TCGA-A3-3349-01A	34 years, female, white, stage:i, alive, 1385 days	1086.6
TCGA-BP-4765-01A	43 years, male, white, stage:i, alive, 2184 days	1086.2
TCGA-BP-4329-01A	75 years, male, white, stage:iii, dead, 845 days	1086.1
TCGA-DV-5575-01A	52 years, female, white, stage:i, alive, 1729 days	1086.0
TCGA-B4-5844-01A	61 years, female, white, stage:ii, alive, 7 days	1085.5
TCGA-KL-8338-01A	51 years, male, white, stage:iii, alive, 2633 days	1085.3
TCGA-2Z-A9J2-01A	71 years, female, white, stage:i, alive, 1795 days	1085.3
TCGA-CZ-4863-01A	51 years, female, white, stage:iii, alive, 1928 days	1084.8
TCGA-A3-3317-01A	67 years, male, stage:ii, alive, 1491 days	1082.8
TCGA-B0-5696-01A	70 years, male, white, stage:iii, alive, 2609 days	1081.7
TCGA-A3-3325-01A	52 years, male, white, stage:i, dead, 1170 days	1081.0
TCGA-BP-5186-01A	50 years, female, white, stage:i, alive, 693 days	1080.5
TCGA-GK-A6C7-01A	77 years, female, black or african american, stage:i, alive, 61 days	1080.1
TCGA-EU-5905-01A	67 years, female, white, stage:i, alive, 119 days	1077.3
TCGA-BP-4330-01A	60 years, female, black or african american, stage:iii, alive, 1888 days	1076.8
TCGA-KL-8333-01A	69 years, male, white, stage:ii, alive, 2991 days	1076.5
TCGA-AK-3451-01A	48 years, male, white, stage:ii, alive, 2868 days	1074.9
TCGA-KN-8428-01A	71 years, male, white, stage:ii, dead, 1590 days	1073.7
TCGA-B9-4113-01A	64 years, male, black or african american, stage:i, dead, 1536 days	1072.1
TCGA-B0-5812-01A	53 years, male, white, stage:i, alive, 3834 days	1071.7
TCGA-KN-8424-01A	42 years, female, white, stage:i, alive, 1983 days	1070.4
TCGA-B8-4151-01A	51 years, female, white, stage:iii, alive, 1299 days	1069.4
TCGA-BP-5185-01A	56 years, male, white, stage:i, alive, 1132 days	1068.5
TCGA-A3-3387-01A	49 years, male, white, stage:i, alive, 617 days	1068.3
TCGA-KL-8324-01A	67 years, female, white, stage:ii, alive, 4676 days	1065.2
TCGA-CZ-5467-01A	86 years, female, white, stage:iii, dead, 73 days	1064.3
TCGA-A3-3373-01A	54 years, female, white, stage:i, alive, 1621 days	1064.2
TCGA-B0-5099-01A	88 years, female, white, stage:iii, dead, 485 days	1063.4
TCGA-BP-4160-01A	67 years, male, white, stage:iii, alive, 2881 days	1062.8
TCGA-G6-A8L8-01A	62 years, female, black or african american, stage:i, dead, 1091 days	1062.7
TCGA-B2-5636-01A	79 years, male, white, stage:i, alive, 919 days	1062.3
TCGA-B8-A54G-01A	50 years, male, black or african american, stage:i, alive, 53 days	1062.2
TCGA-KL-8342-01A	45 years, female, white, stage:ii, alive, 2248 days	1061.4
TCGA-B2-5641-01A	79 years, male, white, stage:i, alive, 656 days	1060.5
TCGA-KL-8330-01A	44 years, female, black or african american, stage:ii, alive, 3304 days	1060.0
TCGA-BP-4969-01A	63 years, female, white, stage:i, alive, 1794 days	1057.7
TCGA-BP-4994-01A	54 years, male, white, stage:i, alive, 1308 days	1057.7
TCGA-BP-5183-01A	57 years, male, white, stage:iii, alive, 1291 days	1056.4
TCGA-AK-3434-01A	72 years, male, white, stage:i, alive, 2087 days	1056.4
TCGA-BP-4995-01A	68 years, male, white, stage:i, alive, 1371 days	1050.3
TCGA-A3-3308-01A	77 years, female, white, stage:iii, alive, 16 days	1047.9
TCGA-AS-3778-01A	35 years, male, white, stage:i, alive, 43 days	1045.6
TCGA-B0-5693-01A	47 years, female, white, stage:i, alive, 4074 days	1043.1
TCGA-CJ-4894-01A	58 years, male, white, stage:iii, dead, 841 days	1039.8
TCGA-A3-3370-01A	48 years, female, white, stage:i, alive, 2274 days	1039.5
TCGA-BP-4959-01A	49 years, male, white, stage:i, alive, 2660 days	1038.7
TCGA-CW-5589-01A	52 years, male, white, stage:i, alive, 2378 days	1038.4
TCGA-CZ-5988-01A	38 years, male, white, stage:i, alive, 693 days	1037.1
TCGA-CW-5588-01A	78 years, female, white, stage:i, alive, 2017 days	1036.9
TCGA-B0-4718-01A	57 years, male, white, stage:iii, alive, 1778 days	1035.7
TCGA-BP-4161-01A	74 years, male, white, stage:i, alive, 2746 days	1035.1
TCGA-BP-4789-01A	48 years, male, white, stage:i, alive, 1489 days	1035.0
TCGA-KO-8403-01A	49 years, male, white, stage:i, alive, 3208 days	1034.8
TCGA-Y8-A8RY-01A	63 years, male, white, stage:i, alive, 769 days	1030.8
TCGA-BP-4335-01A	65 years, female, white, stage:iv, dead, 475 days	1030.8
TCGA-B0-5706-01A	45 years, male, white, stage:ii, alive, 3205 days	1029.0
TCGA-2Z-A9JG-01A	64 years, male, white, stage:i, alive, 1662 days	1029.0
TCGA-B0-5694-01A	71 years, male, white, stage:iii, dead, 480 days	1028.6
TCGA-5P-A9JU-01A	81 years, male, white, stage:iii, alive, 373 days	1026.1
TCGA-B0-4845-01A	70 years, male, white, stage:iv, dead, 1986 days	1025.2
TCGA-CJ-6028-01A	58 years, male, white, stage:iv, dead, 1625 days	1021.0
TCGA-BQ-7048-01A	64 years, male, white, stage:iii, alive, 2839 days	1020.9
TCGA-CJ-4643-01A	67 years, female, white, stage:ii, alive, 1793 days	1020.8
TCGA-B8-A54H-01A	69 years, female, black or african american, stage:ii, alive, 256 days	1020.7
TCGA-BP-5194-01A	39 years, male, white, stage:i, alive, 408 days	1019.2
TCGA-GL-A4EM-01A	62 years, male, white, stage:i, alive, 32 days	1018.8
TCGA-KM-8439-01A	30 years, male, white, stage:i, alive, 708 days	1018.5
TCGA-5P-A9JV-01A	49 years, male, white, alive, 2043 days	1017.3
TCGA-BP-4326-01A	53 years, female, white, stage:i, dead, 1625 days	1017.3
TCGA-A3-3383-01A	52 years, male, white, stage:i, alive, 861 days	1014.9
TCGA-BP-4334-01A	56 years, male, white, stage:iii, dead, 645 days	1013.2
TCGA-BP-4325-01A	64 years, female, white, stage:i, alive, 2964 days	1012.0
TCGA-BP-4176-01A	64 years, male, white, stage:i, alive, 1955 days	1011.7
TCGA-B0-5711-01A	50 years, male, white, stage:iii, alive, 3989 days	1010.4
TCGA-BP-4347-01A	74 years, male, white, stage:iii, alive, 1367 days	1010.2
TCGA-BP-5007-01A	46 years, male, white, stage:ii, alive, 1140 days	1010.1
TCGA-KM-8438-01A	45 years, female, white, stage:ii, alive, 4622 days	1009.6
TCGA-KO-8417-01A	30 years, female, white, stage:i, alive, 2815 days	1008.7
TCGA-G7-6789-01A	53 years, female, white, stage:iv, dead, 122 days	1007.1
TCGA-KO-8409-01A	69 years, male, white, stage:ii, alive, 3180 days	1005.8
TCGA-5P-A9K8-01A	51 years, female, white, alive, 1309 days	1005.3
TCGA-B8-4620-01A	70 years, female, white, stage:iii, alive, 777 days	1004.0
TCGA-A3-3313-01A	59 years, male, black or african american, stage:i, dead, 735 days	1003.9
TCGA-B2-4099-01A	83 years, male, white, stage:i, alive, 972 days	1003.8
TCGA-A4-A57E-01A	59 years, male, white, stage:iv, dead, 258 days	1001.7
TCGA-BQ-5878-01A	79 years, female, white, stage:iii, alive, 1938 days	1001.4
TCGA-F9-A97G-01A	79 years, male, asian, stage:iii, alive, 13 days	1001.2
TCGA-BP-4999-01A	56 years, male, white, stage:i, alive, 1266 days	1001.1
TCGA-BP-4756-01A	63 years, female, asian, stage:i, alive, 374 days	1000.6
TCGA-UN-AAZ9-01A	76 years, female, black or african american, stage:i, alive, 548 days	1000.4
TCGA-CW-5587-01A	62 years, female, white, stage:iii, alive, 2226 days	1000.4
TCGA-A4-8312-01A	60 years, male, black or african american, stage:i, alive, 708 days	1000.3
TCGA-KL-8341-01A	41 years, male, asian, stage:iv, dead, 754 days	997.8
TCGA-CJ-4874-01A	73 years, female, white, stage:i, alive, 2283 days	997.3
TCGA-BP-4327-01A	75 years, female, white, stage:ii, dead, 109 days	995.7
TCGA-B0-5399-01A	46 years, male, white, stage:i, alive, 1411 days	995.7
TCGA-B8-4143-01A	66 years, female, white, stage:iv, dead, 709 days	993.9
TCGA-G7-6793-01A	60 years, female, white, stage:iv, dead, 336 days	993.5
TCGA-MH-A857-01A	63 years, male, black or african american, stage:i, alive, 890 days	991.9
TCGA-BP-5181-01A	58 years, female, white, stage:i, alive, 1495 days	991.5
TCGA-B0-5104-01A	90 years, female, white, stage:i, dead, 2752 days	988.2
TCGA-A3-3316-01A	57 years, male, white, stage:ii, alive, 1493 days	987.8
TCGA-BP-5180-01A	53 years, male, white, stage:i, alive, 2263 days	987.4
TCGA-SX-A7SS-01A	67 years, male, white, stage:i, alive, 1615 days	987.1
TCGA-A3-3307-01A	66 years, male, stage:iii, alive, 1436 days	986.1
TCGA-CJ-4638-01A	46 years, female, white, stage:iv, dead, 431 days	985.3
TCGA-BP-4982-01A	42 years, male, white, stage:i, alive, 1014 days	984.7
TCGA-BP-4332-01A	36 years, male, white, stage:iii, alive, 1133 days	984.3
TCGA-A3-3326-01A	47 years, male, white, stage:i, alive, 1137 days	982.0
TCGA-A3-3378-01A	60 years, male, white, stage:i, alive, 630 days	981.8
TCGA-Y8-A8RZ-01A	55 years, male, white, stage:i, alive, 112 days	978.1
TCGA-EU-5904-01A	47 years, female, white, stage:i, alive, 551 days	977.6
TCGA-KO-8407-01A	42 years, male, white, stage:ii, alive, 2820 days	977.5
TCGA-BP-4344-01A	75 years, female, white, stage:i, alive, 1666 days	977.1
TCGA-BQ-5876-01A	75 years, male, white, stage:i, alive, 586 days	976.4
TCGA-B0-5691-01A	66 years, female, white, stage:i, alive, 3431 days	975.8
TCGA-GL-A9DE-01A	74 years, male, black or african american, stage:i, alive, 496 days	974.3
TCGA-A3-3331-01A	86 years, female, white, stage:i, alive, 1485 days	973.8
TCGA-KO-8410-01A	74 years, female, white, stage:i, alive, 3136 days	973.4
TCGA-KM-8476-01A	47 years, male, white, stage:i, alive, 3745 days	971.4
TCGA-AK-3428-01A	62 years, male, white, stage:iii, alive, 3728 days	970.8
TCGA-AL-3466-01A	41 years, male, white, stage:iv, dead, 293 days	969.2
TCGA-B0-4710-01A	75 years, female, white, stage:iii, alive, 1755 days	968.8
TCGA-B8-5165-01A	43 years, male, white, stage:i, alive, 737 days	967.2
TCGA-KL-8340-01A	34 years, male, white, stage:ii, alive, 2024 days	966.5
TCGA-KO-8414-01A	50 years, female, white, stage:ii, alive, 3212 days	963.0
TCGA-B0-5120-01A	72 years, female, white, stage:i, alive, 1169 days	960.5
TCGA-B4-5838-01A	52 years, male, white, alive, 166 days	958.9
TCGA-BP-4964-01A	55 years, female, white, stage:i, alive, 1862 days	958.8
TCGA-B0-4714-01A	81 years, male, white, stage:iv, dead, 99 days	958.7
TCGA-B0-4818-01A	68 years, female, white, stage:ii, dead, 510 days	957.5
TCGA-BP-4986-01A	75 years, male, white, stage:i, alive, 785 days	956.2
TCGA-BP-4162-01A	65 years, female, white, stage:i, alive, 3074 days	952.7
TCGA-2Z-A9JK-01A	50 years, male, white, stage:iii, alive, 1186 days	951.6
TCGA-CJ-5686-01A	59 years, female, white, stage:i, alive, 2038 days	950.8
TCGA-B8-5159-01A	61 years, female, white, stage:i, alive, 722 days	949.8
TCGA-BP-4965-01A	46 years, male, white, stage:i, alive, 1871 days	949.3
TCGA-CJ-4642-01B	47 years, male, white, stage:ii, alive, 3205 days	948.5
TCGA-CJ-4635-01A	48 years, male, white, stage:i, alive, 1416 days	948.2
TCGA-BQ-5892-01A	51 years, male, white, stage:i, alive, 364 days	948.0
TCGA-B0-5699-01A	53 years, male, white, stage:i, alive, 3841 days	947.2
TCGA-KL-8325-01A	56 years, female, white, stage:ii, dead, 725 days	946.9
TCGA-B0-4701-01A	66 years, female, white, stage:iv, dead, 238 days	945.9
TCGA-IZ-8195-01A	82 years, male, white, stage:ii, alive, 677 days	945.3
TCGA-A4-8098-01A	73 years, male, black or african american, stage:i, alive, 896 days	944.7
TCGA-KN-8418-01A	41 years, female, white, stage:ii, alive, 3935 days	943.8
TCGA-BP-4763-01A	79 years, female, white, stage:i, dead, 1270 days	942.2
TCGA-P4-A5EB-01A	83 years, male, white, stage:i, alive, 3015 days	938.8
TCGA-A4-7585-01A	67 years, male, white, stage:iii, dead, 1070 days	937.8
TCGA-BP-5189-01A	60 years, male, white, stage:i, dead, 822 days	937.6
TCGA-B9-A5W9-01A	40 years, male, white, stage:i, alive, 5 days	936.6
TCGA-B0-4713-01A	76 years, female, white, stage:iii, dead, 202 days	935.8
TCGA-AK-3436-01A	40 years, male, white, stage:iv, alive, 3331 days	934.9
TCGA-B0-4811-01A	48 years, male, white, stage:iii, dead, 1417 days	934.9
TCGA-BP-4340-01A	70 years, female, white, stage:i, dead, 562 days	932.8
TCGA-B2-3923-01A	59 years, male, white, stage:ii, alive, 992 days	930.6
TCGA-DV-5567-01A	40 years, female, black or african american, stage:i, alive, 2004 days	928.8
TCGA-KL-8326-01A	69 years, male, white, stage:iii, alive, 3322 days	928.1
TCGA-B4-5843-01A	45 years, male, white, stage:i, alive, 11 days	927.8
TCGA-A3-3380-01A	54 years, male, stage:i, alive, 567 days	925.2
TCGA-BP-4803-01A	79 years, male, white, stage:iii, alive, 204 days	924.9
TCGA-CW-5580-01A	73 years, female, white, stage:iv, dead, 1964 days	924.7
TCGA-CJ-4897-01A	79 years, female, white, stage:iii, alive, 3341 days	923.3
TCGA-BP-4963-01A	64 years, male, white, stage:i, alive, 1834 days	918.4
TCGA-A4-A5Y1-01A	75 years, male, white, stage:iii, dead, 395 days	918.2
TCGA-AL-3473-01A	55 years, male, white, stage:ii, alive, 1906 days	917.9
TCGA-CW-5585-01A	51 years, male, white, stage:iv, alive, 2609 days	917.8
TCGA-BQ-5893-01A	61 years, male, white, stage:iv, dead, 241 days	915.3
TCGA-BP-4991-01A	54 years, male, white, stage:i, alive, 1413 days	912.5
TCGA-B0-4693-01A	73 years, female, white, stage:iii, dead, 77 days	912.4
TCGA-B2-4102-01A	61 years, male, white, stage:i, alive, 952 days	912.2
TCGA-A3-3362-01A	60 years, female, white, stage:i, alive, 1559 days	907.6
TCGA-B0-4707-01A	63 years, male, white, stage:iii, dead, 600 days	906.5
TCGA-GL-7966-01A	28 years, female, white, stage:iii, alive, 112 days	903.5
TCGA-CZ-5458-01A	43 years, male, white, stage:iii, alive, 2789 days	902.2
TCGA-B8-5546-01A	38 years, female, black or african american, stage:i, alive, 505 days	900.8
TCGA-BP-4961-01A	47 years, male, white, stage:i, alive, 1935 days	900.0
TCGA-CJ-4912-01A	61 years, male, white, stage:ii, alive, 1657 days	893.5
TCGA-BP-4353-01A	61 years, male, white, stage:i, dead, 375 days	893.0
TCGA-BP-5190-01A	61 years, male, white, stage:i, alive, 1011 days	892.2
TCGA-BP-4174-01A	49 years, male, white, stage:ii, alive, 1879 days	891.9
TCGA-BP-5004-01A	53 years, male, white, stage:i, alive, 1126 days	891.4
TCGA-B9-4117-01A	48 years, female, black or african american, alive, 14 days	891.3
TCGA-B3-3926-01A	59 years, female, white, stage:i, alive, 883 days	889.3
TCGA-A4-8518-01A	48 years, male, white, stage:i, alive, 600 days	886.8
TCGA-BP-4977-01A	57 years, male, white, stage:i, alive, 454 days	886.3
TCGA-DV-A4W0-01A	55 years, male, black or african american, stage:i, alive, 2470 days	886.3
TCGA-5P-A9KH-01A	77 years, male, white, alive, 2051 days	886.1
TCGA-BP-4967-01A	76 years, male, white, stage:iii, alive, 205 days	885.2
TCGA-A3-3324-01A	51 years, male, white, stage:i, alive, 1186 days	878.4
TCGA-F9-A7Q0-01A	37 years, female, asian, stage:i, alive, 398 days	878.3
TCGA-B0-5115-01A	43 years, male, white, stage:iv, alive, 1604 days	872.4
TCGA-CJ-5680-01A	65 years, female, white, stage:iv, dead, 768 days	872.1
TCGA-AK-3460-01A	58 years, male, white, stage:i, alive, 2508 days	872.0
TCGA-B2-3924-01A	73 years, male, white, stage:i, alive, 1092 days	871.6
TCGA-B0-5705-01A	65 years, female, white, stage:i, alive, 4537 days	871.5
TCGA-BP-4351-01A	51 years, female, white, stage:iii, alive, 970 days	871.2
TCGA-BP-4775-01A	55 years, female, white, stage:i, alive, 1843 days	870.2
TCGA-CZ-5465-01A	76 years, female, stage:iii, dead, 2564 days	865.8
TCGA-4A-A93X-01A	58 years, male, white, stage:iv, alive, 390 days	865.2
TCGA-CW-6088-01A	60 years, male, white, stage:i, alive, 3222 days	864.7
TCGA-KN-8437-01A	42 years, female, white, stage:i, alive, 3068 days	863.3
TCGA-B0-5077-01A	77 years, male, white, stage:i, dead, 1317 days	862.6
TCGA-B9-A8YI-01A	79 years, male, black or african american, stage:i, alive, 374 days	861.1
TCGA-B3-4104-01A	75 years, male, white, stage:ii, alive, 1049 days	860.4
TCGA-DV-5576-01A	55 years, female, black or african american, stage:i, dead, 727 days	859.2
TCGA-B3-3925-01A	52 years, male, white, stage:iii, alive, 1029 days	855.5
TCGA-CJ-5681-01A	44 years, female, white, stage:iv, dead, 552 days	855.4
TCGA-B0-4828-01A	79 years, male, white, stage:iv, dead, 307 days	853.7
TCGA-BQ-5883-01A	79 years, female, black or african american, stage:i, alive, 1242 days	852.8
TCGA-CJ-4903-01A	50 years, male, white, stage:i, alive, 1559 days	841.9
TCGA-B0-5094-01A	62 years, male, white, stage:iv, dead, 333 days	841.4
TCGA-B4-5834-01A	59 years, male, white, stage:i, alive, 26 days	840.4
TCGA-B0-5116-01A	53 years, male, white, stage:iii, alive, 1274 days	838.5
TCGA-CZ-5984-01A	51 years, male, white, stage:i, alive, 2067 days	836.6
TCGA-KL-8345-01A	75 years, male, white, stage:iii, alive, 1665 days	836.0
TCGA-CJ-4639-01A	49 years, female, white, stage:ii, alive, 3229 days	833.2
TCGA-KN-8423-01A	44 years, male, white, stage:i, alive, 788 days	832.3
TCGA-CJ-4634-01A	60 years, female, white, stage:i, alive, 3498 days	832.3
TCGA-A3-A8OW-01A	37 years, male, black or african american, stage:iii, alive, 323 days	831.9
TCGA-B8-A54D-01A	69 years, male, black or african american, stage:iii, alive, 830 days	827.3
TCGA-KO-8416-01A	41 years, male, white, stage:iii, alive, 2752 days	823.1
TCGA-B8-5549-01A	53 years, male, white, stage:i, alive, 194 days	823.1
TCGA-BP-4164-01A	51 years, female, white, stage:iii, dead, 992 days	822.0
TCGA-A3-3358-01A	57 years, female, white, stage:i, alive, 1307 days	818.2
TCGA-CZ-5985-01A	58 years, male, white, stage:ii, alive, 1997 days	815.8
TCGA-AS-3777-01A	63 years, male, white, stage:i, alive, 1238 days	809.3
TCGA-CZ-5451-01A	74 years, male, white, stage:ii, alive, 1929 days	807.8
TCGA-A3-3320-01A	52 years, female, white, stage:i, alive, 1508 days	806.7
TCGA-B2-4101-01A	52 years, male, white, stage:ii, alive, 648 days	805.8
TCGA-EU-5907-01A	81 years, male, white, stage:iii, alive, 127 days	805.4
TCGA-B0-4817-01A	81 years, male, white, stage:iii, dead, 1019 days	800.9
TCGA-CZ-5457-01A	62 years, male, white, stage:iii, alive, 2754 days	800.9
TCGA-MM-A564-01A	68 years, male, black or african american, stage:ii, alive, 607 days	799.1
TCGA-2Z-A9J9-01A	77 years, male, black or african american, stage:i, alive, 2294 days	797.9
TCGA-KN-8431-01A	35 years, female, stage:ii, alive, 588 days	797.4
TCGA-A3-3343-01A	79 years, male, white, stage:ii, alive, 945 days	797.1
TCGA-B8-4622-01A	57 years, male, white, stage:iv, alive, 1525 days	791.1
TCGA-AK-3433-01A	48 years, female, white, stage:ii, alive, 3409 days	790.1
TCGA-B0-4706-01A	61 years, male, white, stage:iii, dead, 65 days	789.0
TCGA-DV-A4VX-01A	59 years, male, black or african american, stage:iv, dead, 1626 days	788.9
TCGA-G7-6795-01A	56 years, male, white, stage:i, alive, 1194 days	788.0
TCGA-B8-A54E-01A	62 years, female, black or african american, stage:i, alive, 909 days	787.4
TCGA-KL-8344-01A	51 years, male, white, stage:iii, alive, 876 days	787.3
TCGA-CZ-4854-01A	68 years, male, white, stage:i, dead, 1404 days	780.4
TCGA-A3-3351-01A	42 years, male, white, stage:ii, alive, 910 days	779.7
TCGA-J7-A8I2-01A	75 years, male, asian, stage:i, alive, 307 days	779.2
TCGA-KN-8436-01A	63 years, male, white, stage:ii, alive, 1288 days	773.9
TCGA-A3-A8OV-01A	75 years, male, black or african american, stage:i, alive, 340 days	770.5
TCGA-BP-5187-01A	54 years, male, white, stage:i, alive, 406 days	769.4
TCGA-2Z-A9JN-01A	50 years, female, black or african american, stage:i, alive, 740 days	768.0
TCGA-CZ-4866-01A	79 years, female, white, stage:i, alive, 3267 days	764.0
TCGA-KN-8433-01A	46 years, female, white, stage:iii, alive, 341 days	760.5
TCGA-BP-4768-01A	72 years, female, white, stage:i, alive, 400 days	760.1
TCGA-CZ-5461-01A	52 years, male, white, stage:iv, dead, 330 days	759.9
TCGA-B0-4834-01A	49 years, male, white, stage:i, dead, 2090 days	759.8
TCGA-B1-A47O-01A	54 years, female, white, stage:i, alive, 842 days	754.8
TCGA-KL-8337-01A	26 years, male, black or african american, stage:ii, alive, 1364 days	752.1
TCGA-CZ-4864-01A	86 years, male, white, stage:ii, dead, 2830 days	752.0
TCGA-BP-4973-01A	47 years, male, white, stage:iii, alive, 1384 days	749.0
TCGA-BP-4987-01A	41 years, female, asian, stage:i, alive, 1124 days	747.7
TCGA-B8-4154-01A	73 years, female, white, stage:i, alive, 1380 days	745.0
TCGA-CW-5583-01A	51 years, female, white, stage:i, alive, 2489 days	743.7
TCGA-BP-4761-01A	57 years, male, white, stage:iii, alive, 182 days	742.2
TCGA-A3-3306-01A	67 years, male, white, stage:i, alive, 1120 days	741.3
TCGA-A3-A6NN-01A	78 years, male, black or african american, stage:i, alive, 3 days	741.3
TCGA-KM-8440-01A	37 years, male, black or african american, stage:iii, alive, 1366 days	738.4
TCGA-A3-3335-01A	41 years, male, white, stage:ii, alive, 1886 days	735.4
TCGA-B2-A4SR-01A	62 years, male, black or african american, stage:ii, alive, 507 days	733.8
TCGA-BQ-5875-01A	66 years, female, white, stage:iii, alive, 2639 days	732.8
TCGA-BP-4975-01A	40 years, male, white, stage:i, alive, 1433 days	732.2
TCGA-A3-3352-01A	male, white, stage:iii, dead, 561 days	729.8
TCGA-UZ-A9PQ-01A	59 years, male, black or african american, stage:iii, dead, 2624 days	726.1
TCGA-A3-3323-01A	53 years, male, white, stage:i, alive, 1106 days	724.4
TCGA-B0-5113-01A	69 years, female, white, stage:iii, alive, 1175 days	720.8
TCGA-BQ-7055-01A	73 years, male, white, stage:i, alive, 799 days	715.4
TCGA-A3-3372-01A	64 years, male, white, stage:iii, alive, 735 days	707.2
TCGA-A4-7915-01A	35 years, female, black or african american, stage:ii, alive, 7 days	702.0
TCGA-A3-3357-01A	62 years, male, white, stage:ii, alive, 2688 days	701.8
TCGA-KM-8639-01A	67 years, male, white, stage:i, alive, 953 days	696.1
TCGA-B4-5378-01A	62 years, male, white, stage:i, alive, 175 days	687.2
TCGA-F9-A8NY-01A	38 years, female, asian, stage:iv, alive, 36 days	678.8
TCGA-A4-A5Y0-01A	61 years, female, white, stage:i, alive, 252 days	678.7
TCGA-CZ-5459-01A	63 years, male, white, stage:iii, alive, 1683 days	668.4
TCGA-KO-8411-01A	58 years, male, white, stage:i, alive, 3958 days	662.8
TCGA-CZ-5462-01A	83 years, male, white, stage:iv, dead, 311 days	660.5
TCGA-KN-8421-01A	48 years, female, white, stage:ii, alive, 2674 days	651.4
TCGA-A3-3382-01A	69 years, male, white, stage:i, alive, 574 days	633.5
TCGA-B0-4814-01A	58 years, male, white, stage:iv, dead, 168 days	631.8
TCGA-AK-3427-01A	65 years, male, white, stage:i, alive, 3583 days	631.2
TCGA-B2-5635-01A	74 years, male, white, stage:i, alive, 755 days	629.1
TCGA-CZ-4853-01A	82 years, male, white, stage:i, alive, 774 days	626.3
TCGA-KL-8332-01A	55 years, male, white, stage:i, alive, 2582 days	617.8
TCGA-A3-3322-01A	51 years, male, white, stage:i, alive, 1478 days	615.8
TCGA-B2-5633-01B	56 years, male, white, stage:i, alive, 963 days	608.6
TCGA-AL-3467-01A	54 years, female, white, alive, 2135 days	606.9
TCGA-A3-3367-01A	72 years, male, white, stage:i, alive, 2270 days	603.1
TCGA-A3-3385-01A	46 years, female, white, stage:i, alive, 1993 days	599.9
TCGA-B8-4619-01A	58 years, male, white, stage:i, alive, 523 days	598.1
TCGA-BP-4158-01A	69 years, male, white, stage:i, alive, 3377 days	575.8
TCGA-KM-8477-01A	56 years, male, white, stage:i, alive, 1553 days	575.3
TCGA-B8-A54K-01A	61 years, male, black or african american, stage:i, alive, 469 days	555.1
TCGA-B0-5402-01A	64 years, male, white, stage:iv, alive, 1290 days	544.0
TCGA-CZ-5463-01A	76 years, male, white, stage:ii, alive, 662 days	533.6
TCGA-KL-8327-01A	46 years, female, white, stage:i, alive, 4169 days	532.1
TCGA-B8-A54F-01A	49 years, female, black or african american, stage:i, alive, 519 days	513.6
TCGA-B8-4146-01B	41 years, female, white, stage:i, alive, 511 days	473.0
TCGA-CZ-5989-01A	60 years, male, white, stage:ii, alive, 1905 days	472.5
TCGA-KL-8335-01A	68 years, male, white, stage:iii, alive, 2815 days	472.4
TCGA-B4-5832-01A	65 years, male, white, stage:iii, alive, 155 days	472.2
TCGA-AK-3447-01A	84 years, male, white, stage:ii, alive, 1217 days	469.8
TCGA-AK-3458-01A	48 years, male, white, stage:i, alive, 1168 days	402.4
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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	Antibody CAB002621
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