Expression of GAPDH 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

GAPDH is prognostic, high expression is unfavorable in renal cancer

Stage:

Survival analysis

Current cut offⁱ:
Best expression cut offⁱ: 1418.71
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

1316.3

Number of samples

877

Samples

Sample	Description	FPKM
TCGA-BP-5175-01A	60 years, male, white, stage:i, alive, 932 days	4598.3
TCGA-CZ-5469-01A	41 years, male, white, stage:ii, dead, 946 days	4310.7
TCGA-B0-5116-01A	53 years, male, white, stage:iii, alive, 1274 days	4197.6
TCGA-A3-3319-01A	70 years, male, white, stage:i, alive, 1130 days	3927.1
TCGA-B0-5107-01A	65 years, female, white, stage:iv, dead, 927 days	3812.2
TCGA-AK-3436-01A	40 years, male, white, stage:iv, alive, 3331 days	3680.9
TCGA-BP-4761-01A	57 years, male, white, stage:iii, alive, 182 days	3648.8
TCGA-BP-4985-01A	72 years, male, white, stage:iii, dead, 952 days	3573.6
TCGA-CJ-5679-01A	73 years, male, white, stage:iii, dead, 679 days	3531.9
TCGA-B0-4821-01A	68 years, female, asian, stage:iii, dead, 1230 days	3459.7
TCGA-A3-A6NI-01A	47 years, male, black or african american, stage:i, alive, 1018 days	3284.6
TCGA-A3-3346-01A	68 years, male, white, stage:i, dead, 137 days	3274.4
TCGA-CZ-5468-01A	84 years, male, white, stage:iv, dead, 59 days	3234.1
TCGA-CZ-5466-01A	67 years, male, stage:iii, alive, 685 days	3179.9
TCGA-CZ-4857-01A	56 years, male, white, stage:iv, dead, 1432 days	3142.2
TCGA-BP-4338-01A	43 years, male, white, stage:i, alive, 2859 days	3115.4
TCGA-B0-4712-01A	76 years, male, white, stage:iv, dead, 1337 days	3092.0
TCGA-A4-A57E-01A	59 years, male, white, stage:iv, dead, 258 days	3091.4
TCGA-CJ-4873-01A	85 years, female, white, stage:iii, alive, 2259 days	3069.7
TCGA-B0-5696-01A	70 years, male, white, stage:iii, alive, 2609 days	2864.7
TCGA-BP-5191-01A	80 years, male, white, stage:iii, alive, 967 days	2837.0
TCGA-BP-5178-01A	71 years, male, white, stage:iv, dead, 1912 days	2824.0
TCGA-B0-4713-01A	76 years, female, white, stage:iii, dead, 202 days	2737.7
TCGA-G6-A8L7-01A	81 years, female, black or african american, stage:i, alive, 2133 days	2726.5
TCGA-4A-A93X-01A	58 years, male, white, stage:iv, alive, 390 days	2712.3
TCGA-CJ-4912-01A	61 years, male, white, stage:ii, alive, 1657 days	2654.7
TCGA-CZ-4854-01A	68 years, male, white, stage:i, dead, 1404 days	2623.6
TCGA-CJ-5677-01A	54 years, female, white, stage:iv, dead, 782 days	2607.0
TCGA-B0-5109-01A	69 years, male, white, stage:iii, dead, 587 days	2595.0
TCGA-DV-5568-01A	26 years, male, white, stage:i, alive, 370 days	2593.5
TCGA-AL-7173-01A	72 years, female, white, stage:iv, alive, 2060 days	2576.8
TCGA-CZ-5456-01A	57 years, male, white, stage:ii, alive, 2422 days	2537.0
TCGA-CJ-4891-01A	57 years, female, white, stage:iii, dead, 819 days	2531.0
TCGA-MH-A854-01A	62 years, female, black or african american, stage:i, alive, 536 days	2529.4
TCGA-B0-5399-01A	46 years, male, white, stage:i, alive, 1411 days	2529.4
TCGA-BP-5180-01A	53 years, male, white, stage:i, alive, 2263 days	2525.4
TCGA-G7-6789-01A	53 years, female, white, stage:iv, dead, 122 days	2523.3
TCGA-B1-A47O-01A	54 years, female, white, stage:i, alive, 842 days	2510.8
TCGA-CZ-5470-01A	72 years, female, stage:ii, alive, 386 days	2490.2
TCGA-CZ-4856-01A	62 years, female, white, stage:i, alive, 18 days	2479.7
TCGA-BP-4983-01A	67 years, female, asian, stage:iii, alive, 1413 days	2461.2
TCGA-CW-5588-01A	78 years, female, white, stage:i, alive, 2017 days	2416.1
TCGA-B0-4691-01A	55 years, male, white, stage:iv, dead, 139 days	2411.9
TCGA-BP-4787-01A	59 years, female, white, stage:iv, dead, 480 days	2411.1
TCGA-AK-3425-01A	68 years, male, white, stage:i, alive, 3343 days	2402.5
TCGA-AK-3445-01A	69 years, male, white, stage:iii, alive, 2392 days	2396.5
TCGA-BP-5176-01A	78 years, female, white, stage:i, dead, 1590 days	2352.3
TCGA-BP-4782-01A	55 years, female, white, stage:i, alive, 354 days	2338.3
TCGA-CZ-4858-01A	39 years, male, white, stage:ii, dead, 2105 days	2332.2
TCGA-B0-4700-01A	60 years, male, white, stage:iv, dead, 1980 days	2326.7
TCGA-GL-A9DC-01A	66 years, female, white, stage:i, alive, 392 days	2324.5
TCGA-B0-4842-01A	74 years, female, white, stage:iii, dead, 1724 days	2323.1
TCGA-CJ-5683-01A	78 years, male, white, stage:i, alive, 1889 days	2308.0
TCGA-BQ-5891-01A	57 years, female, white, stage:iii, alive, 29 days	2286.5
TCGA-B0-4698-01A	75 years, male, white, stage:iv, dead, 42 days	2269.3
TCGA-IA-A40U-01A	56 years, male, white, stage:iii, alive, 511 days	2269.1
TCGA-B0-5098-01A	53 years, female, black or african american, stage:i, dead, 1584 days	2266.4
TCGA-B0-5694-01A	71 years, male, white, stage:iii, dead, 480 days	2242.7
TCGA-CZ-5987-01A	60 years, male, white, stage:iv, dead, 445 days	2216.7
TCGA-CJ-4638-01A	46 years, female, white, stage:iv, dead, 431 days	2213.0
TCGA-BQ-5893-01A	61 years, male, white, stage:iv, dead, 241 days	2213.0
TCGA-A4-8098-01A	73 years, male, black or african american, stage:i, alive, 896 days	2200.8
TCGA-B0-5084-01A	33 years, male, white, stage:iv, dead, 222 days	2200.0
TCGA-CJ-6027-01A	77 years, male, white, stage:i, dead, 3615 days	2178.8
TCGA-CW-5590-01A	51 years, male, white, stage:iv, dead, 1075 days	2167.5
TCGA-CZ-5984-01A	51 years, male, white, stage:i, alive, 2067 days	2164.4
TCGA-CJ-6033-01A	54 years, female, white, stage:iv, dead, 224 days	2163.9
TCGA-A3-3382-01A	69 years, male, white, stage:i, alive, 574 days	2147.4
TCGA-CZ-5452-01A	69 years, male, white, stage:ii, alive, 1789 days	2140.5
TCGA-B0-4823-01A	88 years, male, white, stage:i, dead, 454 days	2118.5
TCGA-B0-4848-01A	54 years, male, white, stage:iii, dead, 883 days	2117.2
TCGA-CJ-4881-01A	41 years, male, white, stage:iii, alive, 2014 days	2109.9
TCGA-AK-3451-01A	48 years, male, white, stage:ii, alive, 2868 days	2106.5
TCGA-EU-5907-01A	81 years, male, white, stage:iii, alive, 127 days	2081.4
TCGA-DV-A4VX-01A	59 years, male, black or african american, stage:iv, dead, 1626 days	2076.4
TCGA-B4-5838-01A	52 years, male, white, alive, 166 days	2075.6
TCGA-CZ-4860-01A	60 years, male, white, stage:iv, dead, 206 days	2067.6
TCGA-BP-4163-01A	60 years, female, white, stage:iii, alive, 2839 days	2066.1
TCGA-B0-5400-01A	59 years, female, white, stage:iii, alive, 1733 days	2065.8
TCGA-B0-4844-01A	60 years, male, white, stage:iv, dead, 313 days	2052.6
TCGA-AL-A5DJ-01A	55 years, female, white, stage:iii, dead, 1498 days	2045.2
TCGA-B8-A54F-01A	49 years, female, black or african american, stage:i, alive, 519 days	2032.7
TCGA-P4-AAVL-01A	85 years, male, white, stage:iii, dead, 487 days	2029.4
TCGA-BP-5174-01A	45 years, female, white, stage:i, alive, 2257 days	2028.3
TCGA-B0-4690-01A	65 years, male, white, stage:iv, dead, 43 days	2026.7
TCGA-BQ-5892-01A	51 years, male, white, stage:i, alive, 364 days	2026.4
TCGA-B8-4154-01A	73 years, female, white, stage:i, alive, 1380 days	2023.1
TCGA-G6-A5PC-01A	54 years, female, black or african american, stage:iv, dead, 242 days	2023.0
TCGA-B0-4837-01A	63 years, male, white, stage:i, dead, 1378 days	2021.4
TCGA-2Z-A9JG-01A	64 years, male, white, stage:i, alive, 1662 days	2021.1
TCGA-B0-4707-01A	63 years, male, white, stage:iii, dead, 600 days	2020.1
TCGA-B0-4827-01A	77 years, female, white, stage:iii, dead, 885 days	2013.6
TCGA-B0-4693-01A	73 years, female, white, stage:iii, dead, 77 days	2008.3
TCGA-BP-4759-01A	50 years, male, white, stage:i, alive, 2372 days	2005.9
TCGA-B0-4815-01A	65 years, male, white, stage:iii, dead, 1588 days	1993.1
TCGA-B8-5163-01A	63 years, female, white, stage:iii, alive, 822 days	1986.3
TCGA-A4-A5Y0-01A	61 years, female, white, stage:i, alive, 252 days	1985.6
TCGA-BP-4960-01A	46 years, male, white, stage:ii, alive, 2172 days	1985.4
TCGA-CZ-5465-01A	76 years, female, stage:iii, dead, 2564 days	1984.6
TCGA-CZ-4853-01A	82 years, male, white, stage:i, alive, 774 days	1983.2
TCGA-BP-4352-01A	74 years, female, white, stage:iv, dead, 344 days	1981.4
TCGA-B0-4817-01A	81 years, male, white, stage:iii, dead, 1019 days	1979.0
TCGA-CZ-4861-01A	63 years, male, white, stage:ii, dead, 446 days	1973.1
TCGA-BQ-5882-01A	54 years, male, stage:iii, dead, 658 days	1972.9
TCGA-BP-4768-01A	72 years, female, white, stage:i, alive, 400 days	1959.0
TCGA-A3-A8OV-01A	75 years, male, black or african american, stage:i, alive, 340 days	1957.7
TCGA-CJ-5684-01A	61 years, male, white, stage:iii, alive, 2231 days	1957.3
TCGA-B0-5094-01A	62 years, male, white, stage:iv, dead, 333 days	1955.8
TCGA-BP-5190-01A	61 years, male, white, stage:i, alive, 1011 days	1948.7
TCGA-BP-4167-01A	60 years, male, white, stage:iii, alive, 2718 days	1943.5
TCGA-CZ-5458-01A	43 years, male, white, stage:iii, alive, 2789 days	1940.2
TCGA-B8-5158-01A	56 years, male, white, stage:iii, alive, 1218 days	1938.3
TCGA-CZ-5461-01A	52 years, male, white, stage:iv, dead, 330 days	1935.8
TCGA-B0-4822-01A	78 years, male, white, stage:ii, dead, 1111 days	1934.6
TCGA-B0-4694-01A	72 years, male, white, stage:iii, dead, 106 days	1917.7
TCGA-BP-5170-01A	55 years, male, white, stage:i, alive, 2412 days	1914.1
TCGA-Q2-A5QZ-01A	61 years, female, black or african american, stage:iii, alive, 428 days	1906.4
TCGA-BP-5199-01A	58 years, male, white, stage:ii, alive, 1355 days	1902.6
TCGA-5P-A9JU-01A	81 years, male, white, stage:iii, alive, 373 days	1901.4
TCGA-B0-5095-01A	81 years, male, white, stage:iii, dead, 245 days	1895.8
TCGA-MW-A4EC-01A	73 years, female, black or african american, stage:i, alive, 498 days	1888.2
TCGA-CJ-4887-01A	48 years, male, white, stage:iv, dead, 932 days	1884.9
TCGA-CJ-4870-01A	58 years, female, black or african american, stage:iii, alive, 1498 days	1876.5
TCGA-CZ-5460-01A	55 years, male, white, stage:iv, alive, 2873 days	1875.2
TCGA-B0-5096-01A	72 years, female, white, stage:iii, dead, 68 days	1873.2
TCGA-5P-A9K3-01A	59 years, male, white, dead, 471 days	1862.7
TCGA-BQ-5877-01A	60 years, male, black or african american, stage:iv, dead, 270 days	1861.9
TCGA-GL-A59T-01A	46 years, male, white, stage:i, alive, 546 days	1858.8
TCGA-B8-4622-01A	57 years, male, white, stage:iv, alive, 1525 days	1855.1
TCGA-BP-5183-01A	57 years, male, white, stage:iii, alive, 1291 days	1843.5
TCGA-IA-A40Y-01A	60 years, female, white, stage:iii, alive, 62 days	1837.2
TCGA-SX-A71W-01A	66 years, male, white, stage:i, alive, 1076 days	1831.5
TCGA-BP-5169-01A	70 years, male, white, stage:i, alive, 193 days	1829.1
TCGA-A4-7287-01A	75 years, female, white, stage:i, dead, 597 days	1826.0
TCGA-A4-8518-01A	48 years, male, white, stage:i, alive, 600 days	1821.5
TCGA-B8-5551-01A	65 years, female, black or african american, stage:i, alive, 16 days	1821.2
TCGA-B8-A54I-01A	48 years, male, black or african american, stage:i, alive, 150 days	1817.6
TCGA-BP-4329-01A	75 years, male, white, stage:iii, dead, 845 days	1816.4
TCGA-G6-A8L6-01A	55 years, male, black or african american, stage:iv, dead, 313 days	1815.2
TCGA-CZ-5464-01A	69 years, male, white, stage:iv, alive, 2128 days	1814.8
TCGA-KN-8427-01A	54 years, male, white, stage:iv, alive, 30 days	1811.5
TCGA-B0-4810-01A	47 years, male, white, stage:iii, dead, 478 days	1805.3
TCGA-B0-5701-01A	65 years, male, white, stage:iii, alive, 2461 days	1800.4
TCGA-CJ-4868-01A	42 years, male, white, stage:iv, dead, 646 days	1794.5
TCGA-CJ-5675-01A	70 years, male, white, stage:ii, alive, 3936 days	1790.6
TCGA-DV-5566-01A	67 years, female, white, stage:i, alive, 1398 days	1790.2
TCGA-A3-3335-01A	41 years, male, white, stage:ii, alive, 1886 days	1784.1
TCGA-BQ-5887-01A	54 years, male, white, stage:iii, alive, 771 days	1781.6
TCGA-MH-A562-01A	57 years, male, black or african american, stage:i, alive, 616 days	1780.7
TCGA-B9-A5W9-01A	40 years, male, white, stage:i, alive, 5 days	1778.5
TCGA-BP-4160-01A	67 years, male, white, stage:iii, alive, 2881 days	1777.3
TCGA-BP-4963-01A	64 years, male, white, stage:i, alive, 1834 days	1776.2
TCGA-B8-4153-01B	74 years, male, white, stage:iii, alive, 762 days	1774.8
TCGA-B0-4696-01A	58 years, male, white, stage:iii, dead, 866 days	1773.8
TCGA-CJ-4872-01A	51 years, male, white, stage:i, alive, 326 days	1772.7
TCGA-MH-A560-01A	62 years, male, white, stage:i, alive, 924 days	1768.8
TCGA-B8-A7U6-01A	54 years, female, black or african american, stage:i, alive, 495 days	1768.6
TCGA-BP-4176-01A	64 years, male, white, stage:i, alive, 1955 days	1766.8
TCGA-BP-5192-01A	59 years, male, white, stage:i, alive, 714 days	1765.8
TCGA-B0-5700-01A	77 years, male, white, stage:i, alive, 1790 days	1764.2
TCGA-DV-5569-01A	29 years, female, white, stage:i, alive, 355 days	1763.0
TCGA-BP-4968-01A	40 years, male, white, stage:i, alive, 1746 days	1757.5
TCGA-A4-8310-01A	58 years, male, white, stage:iii, alive, 780 days	1755.1
TCGA-5P-A9K4-01A	54 years, male, white, alive, 2184 days	1750.0
TCGA-B8-4151-01A	51 years, female, white, stage:iii, alive, 1299 days	1748.2
TCGA-A3-3306-01A	67 years, male, white, stage:i, alive, 1120 days	1745.5
TCGA-B0-4836-01A	61 years, male, white, stage:iv, dead, 1238 days	1745.4
TCGA-2Z-A9J5-01A	80 years, male, white, stage:ii, alive, 3050 days	1742.9
TCGA-BP-5009-01A	52 years, male, white, stage:i, dead, 1092 days	1741.5
TCGA-B0-4701-01A	66 years, female, white, stage:iv, dead, 238 days	1739.9
TCGA-BP-5173-01A	75 years, male, white, stage:i, dead, 62 days	1737.2
TCGA-BP-5001-01A	43 years, female, white, stage:i, alive, 1177 days	1736.2
TCGA-BP-4174-01A	49 years, male, white, stage:ii, alive, 1879 days	1730.7
TCGA-BP-4975-01A	40 years, male, white, stage:i, alive, 1433 days	1727.8
TCGA-SX-A7SQ-01A	48 years, male, white, stage:i, alive, 1266 days	1723.9
TCGA-BP-5196-01A	54 years, male, white, stage:i, alive, 1018 days	1717.2
TCGA-CJ-4869-01A	49 years, male, white, stage:iii, alive, 2554 days	1705.7
TCGA-CW-5581-01A	44 years, male, white, stage:i, alive, 2799 days	1699.7
TCGA-GL-A4EM-01A	62 years, male, white, stage:i, alive, 32 days	1698.8
TCGA-B0-5075-01A	77 years, female, white, stage:iii, dead, 637 days	1698.7
TCGA-CJ-4920-01A	64 years, female, white, stage:i, dead, 139 days	1698.3
TCGA-AK-3454-01A	84 years, male, white, stage:i, alive, 874 days	1697.4
TCGA-BP-4976-01A	77 years, male, white, stage:i, alive, 1632 days	1695.3
TCGA-CZ-5459-01A	63 years, male, white, stage:iii, alive, 1683 days	1694.2
TCGA-AL-3466-01A	41 years, male, white, stage:iv, dead, 293 days	1693.6
TCGA-EV-5902-01A	58 years, male, white, stage:i, alive, 578 days	1683.8
TCGA-DW-7841-01A	61 years, male, black or african american, stage:i, alive, 445 days	1680.8
TCGA-F9-A8NY-01A	38 years, female, asian, stage:iv, alive, 36 days	1677.3
TCGA-SX-A71U-01A	57 years, male, white, stage:i, alive, 1357 days	1676.9
TCGA-BP-4803-01A	79 years, male, white, stage:iii, alive, 204 days	1675.7
TCGA-P4-A5E8-01A	57 years, male, white, stage:iii, dead, 1306 days	1674.2
TCGA-BP-4964-01A	55 years, female, white, stage:i, alive, 1862 days	1673.3
TCGA-BP-5184-01A	54 years, male, white, stage:i, alive, 1133 days	1671.1
TCGA-CJ-5680-01A	65 years, female, white, stage:iv, dead, 768 days	1669.2
TCGA-B9-5156-01A	51 years, male, white, alive, 1338 days	1667.7
TCGA-KN-8428-01A	71 years, male, white, stage:ii, dead, 1590 days	1667.4
TCGA-CZ-5988-01A	38 years, male, white, stage:i, alive, 693 days	1659.0
TCGA-G7-7501-01A	55 years, female, black or african american, stage:iii, dead, 624 days	1658.1
TCGA-2Z-A9J7-01A	63 years, male, white, stage:iv, dead, 139 days	1657.6
TCGA-MM-A84U-01A	58 years, female, black or african american, stage:i, alive, 700 days	1653.7
TCGA-J7-8537-01A	37 years, female, asian, stage:iii, dead, 321 days	1651.1
TCGA-CJ-5686-01A	59 years, female, white, stage:i, alive, 2038 days	1650.6
TCGA-B0-5695-01A	61 years, female, white, stage:i, alive, 2150 days	1650.3
TCGA-UZ-A9Q1-01A	88 years, female, white, stage:i, alive, 1562 days	1650.2
TCGA-2Z-A9JK-01A	50 years, male, white, stage:iii, alive, 1186 days	1648.8
TCGA-CJ-4901-01A	47 years, male, white, stage:iii, alive, 1450 days	1647.1
TCGA-A3-3383-01A	52 years, male, white, stage:i, alive, 861 days	1645.9
TCGA-B3-A6W5-01A	43 years, male, black or african american, stage:i, alive, 309 days	1644.0
TCGA-MH-A856-01A	54 years, male, white, stage:i, alive, 947 days	1641.4
TCGA-BQ-7044-01A	73 years, male, white, stage:iii, alive, 3760 days	1638.2
TCGA-CJ-5676-01A	47 years, male, white, stage:iii, alive, 4067 days	1637.8
TCGA-BP-5202-01A	75 years, male, white, stage:iii, alive, 29 days	1636.7
TCGA-A4-7997-01A	67 years, male, white, stage:i, alive, 927 days	1631.1
TCGA-P4-AAVK-01A	74 years, male, white, stage:iii, alive, 1590 days	1628.7
TCGA-A3-3357-01A	62 years, male, white, stage:ii, alive, 2688 days	1624.9
TCGA-BP-4351-01A	51 years, female, white, stage:iii, alive, 970 days	1624.4
TCGA-2Z-A9JE-01A	59 years, male, white, stage:i, alive, 1728 days	1623.9
TCGA-BP-5177-01A	46 years, female, white, stage:i, alive, 293 days	1620.9
TCGA-CW-5589-01A	52 years, male, white, stage:i, alive, 2378 days	1619.8
TCGA-BQ-5894-01A	42 years, male, stage:iv, alive, 84 days	1616.9
TCGA-G7-6793-01A	60 years, female, white, stage:iv, dead, 336 days	1611.7
TCGA-CW-5580-01A	73 years, female, white, stage:iv, dead, 1964 days	1609.1
TCGA-B0-5697-01A	50 years, male, white, stage:i, alive, 2630 days	1607.9
TCGA-BP-4962-01A	58 years, male, white, stage:ii, alive, 1785 days	1607.9
TCGA-BQ-5880-01A	79 years, male, white, stage:iii, dead, 1314 days	1602.2
TCGA-CZ-5451-01A	74 years, male, white, stage:ii, alive, 1929 days	1599.2
TCGA-CJ-4895-01A	62 years, male, white, stage:iv, dead, 1200 days	1588.9
TCGA-A3-3362-01A	60 years, female, white, stage:i, alive, 1559 days	1588.4
TCGA-B0-5699-01A	53 years, male, white, stage:i, alive, 3841 days	1581.2
TCGA-AK-3458-01A	48 years, male, white, stage:i, alive, 1168 days	1579.4
TCGA-P4-A5EB-01A	83 years, male, white, stage:i, alive, 3015 days	1578.2
TCGA-B0-5712-01A	68 years, female, black or african american, stage:iv, alive, 2722 days	1574.5
TCGA-2Z-A9J2-01A	71 years, female, white, stage:i, alive, 1795 days	1573.5
TCGA-A3-3347-01A	76 years, female, white, stage:iii, dead, 1610 days	1571.4
TCGA-UZ-A9PL-01A	59 years, male, white, stage:ii, alive, 3152 days	1571.2
TCGA-F9-A7VF-01A	75 years, female, white, stage:i, alive, 73 days	1560.2
TCGA-A4-7286-01A	42 years, male, white, alive, 554 days	1559.2
TCGA-B0-4703-01A	51 years, male, white, stage:iv, dead, 182 days	1557.7
TCGA-B9-A5W7-01A	47 years, male, black or african american, stage:i, alive, 585 days	1557.0
TCGA-A3-3367-01A	72 years, male, white, stage:i, alive, 2270 days	1547.8
TCGA-B0-4688-01A	46 years, male, white, stage:iv, dead, 101 days	1547.5
TCGA-MM-A564-01A	68 years, male, black or african american, stage:ii, alive, 607 days	1545.5
TCGA-CW-6090-01A	68 years, male, white, stage:i, alive, 2552 days	1545.3
TCGA-B0-5077-01A	77 years, male, white, stage:i, dead, 1317 days	1540.5
TCGA-A4-A6HP-01A	66 years, male, white, stage:i, alive, 379 days	1540.3
TCGA-CJ-6028-01A	58 years, male, white, stage:iv, dead, 1625 days	1534.1
TCGA-BQ-5890-01A	69 years, male, white, stage:iii, alive, 233 days	1531.6
TCGA-BP-5181-01A	58 years, female, white, stage:i, alive, 1495 days	1530.1
TCGA-CW-6097-01A	32 years, male, white, stage:iii, dead, 571 days	1528.4
TCGA-5P-A9K9-01A	59 years, female, white, dead, 589 days	1527.2
TCGA-BP-4807-01A	42 years, male, white, stage:i, alive, 211 days	1526.1
TCGA-B8-4621-01A	63 years, male, black or african american, stage:i, alive, 788 days	1524.6
TCGA-B8-4143-01A	66 years, female, white, stage:iv, dead, 709 days	1521.1
TCGA-CJ-5671-01A	51 years, male, white, stage:i, alive, 3987 days	1518.2
TCGA-G7-A8LC-01A	61 years, male, white, stage:i, alive, 702 days	1518.1
TCGA-B8-4620-01A	70 years, female, white, stage:iii, alive, 777 days	1516.0
TCGA-B9-7268-01A	59 years, male, white, stage:ii, alive, 671 days	1513.6
TCGA-IA-A83W-01A	70 years, male, white, stage:i, dead, 2043 days	1511.9
TCGA-BQ-5879-01A	32 years, female, white, stage:iii, dead, 697 days	1510.0
TCGA-A3-3325-01A	52 years, male, white, stage:i, dead, 1170 days	1504.5
TCGA-B0-5085-01A	76 years, female, white, stage:iii, dead, 770 days	1504.4
TCGA-B0-4811-01A	48 years, male, white, stage:iii, dead, 1417 days	1503.5
TCGA-BP-5010-01A	63 years, male, white, stage:iii, dead, 878 days	1500.3
TCGA-A3-A6NL-01A	49 years, female, black or african american, stage:i, alive, 689 days	1496.0
TCGA-F9-A4JJ-01A	35 years, female, black or african american, stage:iii, dead, 325 days	1493.4
TCGA-BP-4760-01A	69 years, male, black or african american, stage:i, alive, 2361 days	1493.2
TCGA-BP-4762-01A	42 years, male, white, stage:i, dead, 1343 days	1492.9
TCGA-F9-A97G-01A	79 years, male, asian, stage:iii, alive, 13 days	1488.5
TCGA-BP-4763-01A	79 years, female, white, stage:i, dead, 1270 days	1486.8
TCGA-BP-4770-01A	73 years, female, white, stage:iv, dead, 329 days	1486.4
TCGA-SX-A7SM-01A	60 years, male, black or african american, stage:iv, dead, 363 days	1485.3
TCGA-B0-5097-01A	59 years, female, white, stage:iii, alive, 665 days	1474.4
TCGA-5P-A9K0-01A	75 years, male, white, alive, 677 days	1474.2
TCGA-BP-4801-01A	57 years, male, white, stage:i, alive, 1124 days	1465.7
TCGA-GL-A59R-01A	79 years, male, white, stage:iii, alive, 378 days	1461.0
TCGA-CZ-4865-01A	70 years, female, white, stage:i, dead, 166 days	1457.5
TCGA-CJ-4892-01A	65 years, female, white, stage:i, alive, 1521 days	1456.5
TCGA-P4-A5E6-01A	67 years, male, black or african american, stage:iii, alive, 3035 days	1455.3
TCGA-2Z-A9JT-01A	71 years, male, white, stage:i, alive, 684 days	1453.8
TCGA-CZ-4866-01A	79 years, female, white, stage:i, alive, 3267 days	1452.4
TCGA-BQ-5875-01A	66 years, female, white, stage:iii, alive, 2639 days	1451.1
TCGA-CJ-4871-01A	63 years, male, white, stage:iv, alive, 2423 days	1449.1
TCGA-BP-4986-01A	75 years, male, white, stage:i, alive, 785 days	1449.1
TCGA-B1-A656-01A	64 years, male, white, stage:i, alive, 618 days	1448.8
TCGA-CZ-5986-01A	61 years, male, white, stage:i, alive, 373 days	1447.8
TCGA-A3-3385-01A	46 years, female, white, stage:i, alive, 1993 days	1447.8
TCGA-BP-4341-01A	67 years, male, white, stage:iii, dead, 1589 days	1443.3
TCGA-B0-4843-01A	57 years, male, white, stage:iii, dead, 320 days	1441.9
TCGA-BQ-5886-01A	75 years, male, white, stage:iii, alive, 792 days	1439.1
TCGA-KL-8336-01A	51 years, female, white, stage:iv, dead, 920 days	1437.3
TCGA-B0-4828-01A	79 years, male, white, stage:iv, dead, 307 days	1437.1
TCGA-UZ-A9PS-01A	62 years, female, black or african american, stage:ii, alive, 2167 days	1434.6
TCGA-CJ-6031-01A	54 years, male, white, stage:i, alive, 1906 days	1433.6
TCGA-B8-5549-01A	53 years, male, white, stage:i, alive, 194 days	1433.3
TCGA-BP-4959-01A	49 years, male, white, stage:i, alive, 2660 days	1433.0
TCGA-A3-3311-01A	58 years, male, stage:i, dead, 1191 days	1432.2
TCGA-B0-5092-01A	53 years, female, white, stage:iv, dead, 459 days	1431.1
TCGA-B0-4816-01A	49 years, male, white, stage:ii, dead, 1371 days	1427.0
TCGA-A3-A6NJ-01A	57 years, female, black or african american, stage:i, alive, 468 days	1424.5
TCGA-BP-4161-01A	74 years, male, white, stage:i, alive, 2746 days	1423.5
TCGA-B0-4839-01A	80 years, female, white, stage:i, dead, 1639 days	1421.6
TCGA-DV-5576-01A	55 years, female, black or african american, stage:i, dead, 727 days	1418.9
TCGA-SX-A7SL-01A	74 years, male, stage:i, alive, 823 days	1418.5
TCGA-B8-5550-01A	71 years, male, white, stage:iii, alive, 1476 days	1417.9
TCGA-BQ-7056-01A	75 years, female, white, stage:iii, alive, 612 days	1417.6
TCGA-DV-5575-01A	52 years, female, white, stage:i, alive, 1729 days	1416.9
TCGA-BP-4343-01A	64 years, male, white, stage:iii, dead, 1912 days	1415.2
TCGA-KL-8328-01A	60 years, male, white, stage:ii, alive, 3127 days	1414.8
TCGA-BP-4797-01A	34 years, male, white, stage:iii, alive, 1107 days	1414.3
TCGA-CJ-4644-01A	48 years, female, white, stage:iv, dead, 336 days	1412.3
TCGA-AL-3473-01A	55 years, male, white, stage:ii, alive, 1906 days	1409.8
TCGA-B4-5836-01A	61 years, female, white, stage:i, alive, 141 days	1409.7
TCGA-AK-3450-01A	85 years, female, white, stage:i, alive, 1779 days	1409.2
TCGA-AS-3778-01A	35 years, male, white, stage:i, alive, 43 days	1407.6
TCGA-BP-4765-01A	43 years, male, white, stage:i, alive, 2184 days	1407.0
TCGA-BP-5182-01A	56 years, male, white, stage:i, alive, 1165 days	1406.3
TCGA-A4-8516-01A	62 years, male, white, stage:iii, alive, 23 days	1405.3
TCGA-A3-3387-01A	49 years, male, white, stage:i, alive, 617 days	1405.1
TCGA-CZ-5453-01A	67 years, male, white, stage:ii, dead, 2419 days	1404.3
TCGA-Y8-A896-01A	62 years, male, white, stage:iii, alive, 567 days	1401.9
TCGA-BP-5198-01A	72 years, male, white, stage:iii, alive, 603 days	1401.6
TCGA-CJ-4902-01A	61 years, male, white, stage:iii, alive, 1520 days	1400.5
TCGA-5P-A9KC-01A	51 years, female, white, alive, 377 days	1400.0
TCGA-A3-3358-01A	57 years, female, white, stage:i, alive, 1307 days	1399.9
TCGA-AK-3428-01A	62 years, male, white, stage:iii, alive, 3728 days	1399.5
TCGA-B0-4824-01A	49 years, female, white, stage:i, dead, 1657 days	1399.1
TCGA-BP-5000-01A	40 years, male, white, stage:i, alive, 563 days	1398.4
TCGA-BP-4776-01A	52 years, male, white, stage:i, alive, 411 days	1397.4
TCGA-B0-5115-01A	43 years, male, white, stage:iv, alive, 1604 days	1396.2
TCGA-UZ-A9PV-01A	65 years, male, white, stage:i, alive, 1444 days	1395.4
TCGA-B0-5698-01A	77 years, male, black or african american, stage:i, alive, 3631 days	1394.5
TCGA-PJ-A5Z9-01A	80 years, female, white, stage:i, alive, 540 days	1393.2
TCGA-CZ-4863-01A	51 years, female, white, stage:iii, alive, 1928 days	1390.0
TCGA-DZ-6134-01A	69 years, male, white, stage:i, alive, 1856 days	1389.5
TCGA-DV-A4VZ-01A	53 years, male, black or african american, stage:i, alive, 365 days	1388.5
TCGA-BP-5186-01A	50 years, female, white, stage:i, alive, 693 days	1386.8
TCGA-CZ-5985-01A	58 years, male, white, stage:ii, alive, 1997 days	1386.4
TCGA-KO-8415-01A	44 years, female, white, stage:i, alive, 2939 days	1386.0
TCGA-B4-5377-01A	68 years, female, white, stage:iv, alive, 365 days	1384.5
TCGA-BP-4804-01A	59 years, male, white, stage:i, alive, 1459 days	1382.8
TCGA-P4-AAVO-01A	69 years, male, white, stage:i, alive, 2400 days	1379.6
TCGA-MH-A55Z-01A	65 years, male, black or african american, stage:i, alive, 845 days	1378.6
TCGA-B2-5641-01A	79 years, male, white, stage:i, alive, 656 days	1373.6
TCGA-KO-8404-01A	78 years, male, white, stage:iv, dead, 325 days	1368.4
TCGA-2Z-A9J8-01A	50 years, male, white, stage:i, alive, 2790 days	1366.5
TCGA-BP-5007-01A	46 years, male, white, stage:ii, alive, 1140 days	1363.9
TCGA-BP-5187-01A	54 years, male, white, stage:i, alive, 406 days	1362.6
TCGA-CZ-5454-01A	63 years, male, white, stage:iv, dead, 722 days	1361.4
TCGA-CZ-5462-01A	83 years, male, white, stage:iv, dead, 311 days	1361.3
TCGA-BP-5006-01A	61 years, male, white, stage:i, alive, 840 days	1358.6
TCGA-V9-A7HT-01A	67 years, male, black or african american, stage:ii, alive, 965 days	1355.5
TCGA-BP-5201-01A	63 years, male, white, stage:iv, alive, 951 days	1355.4
TCGA-UZ-A9PM-01A	62 years, male, white, stage:ii, alive, 3811 days	1354.7
TCGA-B0-4818-01A	68 years, female, white, stage:ii, dead, 510 days	1354.5
TCGA-A3-3343-01A	79 years, male, white, stage:ii, alive, 945 days	1354.3
TCGA-BP-4774-01A	57 years, female, white, stage:i, alive, 1885 days	1352.5
TCGA-BP-4777-01A	46 years, male, white, stage:i, alive, 1731 days	1350.9
TCGA-B0-4814-01A	58 years, male, white, stage:iv, dead, 168 days	1350.6
TCGA-2Z-A9J1-01A	71 years, male, white, stage:i, alive, 2298 days	1346.1
TCGA-B8-A54E-01A	62 years, female, black or african american, stage:i, alive, 909 days	1345.0
TCGA-BP-4331-01A	52 years, male, white, stage:i, dead, 2454 days	1344.5
TCGA-A3-3326-01A	47 years, male, white, stage:i, alive, 1137 days	1344.3
TCGA-AK-3426-01A	37 years, male, white, stage:iii, dead, 885 days	1342.1
TCGA-CJ-4903-01A	50 years, male, white, stage:i, alive, 1559 days	1341.8
TCGA-A4-A5XZ-01A	65 years, female, white, stage:ii, alive, 479 days	1341.2
TCGA-BP-4159-01A	70 years, male, white, stage:i, dead, 2601 days	1340.0
TCGA-B8-A54H-01A	69 years, female, black or african american, stage:ii, alive, 256 days	1333.9
TCGA-EU-5906-01A	55 years, male, white, stage:i, alive, 206 days	1331.3
TCGA-B0-5692-01A	66 years, female, white, stage:iii, alive, 3944 days	1330.8
TCGA-B0-4706-01A	61 years, male, white, stage:iii, dead, 65 days	1327.9
TCGA-CZ-4859-01A	59 years, female, white, stage:i, alive, 1787 days	1325.1
TCGA-UZ-A9PO-01A	80 years, male, white, stage:i, alive, 1911 days	1322.7
TCGA-CJ-6030-01A	66 years, male, white, stage:i, dead, 2299 days	1321.8
TCGA-DV-5567-01A	40 years, female, black or african american, stage:i, alive, 2004 days	1320.8
TCGA-A3-3308-01A	77 years, female, white, stage:iii, alive, 16 days	1319.2
TCGA-B0-5100-01A	72 years, male, black or african american, stage:iii, dead, 1913 days	1312.8
TCGA-CJ-4641-01A	55 years, female, white, stage:iv, dead, 1661 days	1311.2
TCGA-2Z-A9J6-01A	61 years, male, white, stage:i, alive, 1731 days	1308.3
TCGA-AK-3434-01A	72 years, male, white, stage:i, alive, 2087 days	1306.1
TCGA-B4-5843-01A	45 years, male, white, stage:i, alive, 11 days	1304.9
TCGA-DV-A4W0-01A	55 years, male, black or african american, stage:i, alive, 2470 days	1302.7
TCGA-UZ-A9PP-01A	60 years, male, white, stage:i, alive, 3010 days	1302.4
TCGA-IZ-A6M8-01A	69 years, male, black or african american, stage:i, alive, 497 days	1297.7
TCGA-2K-A9WE-01A	53 years, male, white, stage:ii, alive, 214 days	1292.0
TCGA-CJ-4636-01A	51 years, male, white, stage:iii, alive, 1924 days	1291.3
TCGA-IZ-8195-01A	82 years, male, white, stage:ii, alive, 677 days	1290.1
TCGA-BP-4353-01A	61 years, male, white, stage:i, dead, 375 days	1289.5
TCGA-CJ-5681-01A	44 years, female, white, stage:iv, dead, 552 days	1288.7
TCGA-GL-7773-01A	63 years, male, white, stage:i, alive, 393 days	1286.8
TCGA-B0-5693-01A	47 years, female, white, stage:i, alive, 4074 days	1284.1
TCGA-GL-8500-01A	63 years, male, white, stage:i, alive, 841 days	1283.3
TCGA-B0-5120-01A	72 years, female, white, stage:i, alive, 1169 days	1279.4
TCGA-B8-5553-01A	67 years, female, white, stage:i, alive, 435 days	1279.4
TCGA-BQ-5885-01A	63 years, male, white, stage:iii, alive, 921 days	1278.6
TCGA-G7-A8LD-01A	71 years, male, white, stage:iii, dead, 514 days	1278.2
TCGA-BQ-5878-01A	79 years, female, white, stage:iii, alive, 1938 days	1273.8
TCGA-CJ-4888-01A	59 years, male, white, stage:iv, dead, 1567 days	1272.4
TCGA-A4-7732-01A	55 years, male, black or african american, alive, 582 days	1269.2
TCGA-B9-A44B-01A	70 years, male, black or african american, stage:iii, alive, 361 days	1268.7
TCGA-B0-5713-01A	75 years, female, white, stage:iii, alive, 2782 days	1268.3
TCGA-BP-4349-01A	68 years, female, white, stage:i, alive, 372 days	1266.9
TCGA-EU-5905-01A	67 years, female, white, stage:i, alive, 119 days	1266.8
TCGA-B8-A54K-01A	61 years, male, black or african american, stage:i, alive, 469 days	1266.3
TCGA-BP-4969-01A	63 years, female, white, stage:i, alive, 1794 days	1264.5
TCGA-HE-7129-01A	male, stage:ii, alive, 2492 days	1262.1
TCGA-B0-4838-01A	69 years, female, white, stage:i, dead, 834 days	1262.0
TCGA-BP-4977-01A	57 years, male, white, stage:i, alive, 454 days	1260.2
TCGA-A3-A8OW-01A	37 years, male, black or african american, stage:iii, alive, 323 days	1257.0
TCGA-BP-4326-01A	53 years, female, white, stage:i, dead, 1625 days	1256.1
TCGA-BQ-7061-01A	84 years, female, white, stage:i, alive, 218 days	1253.8
TCGA-A3-3316-01A	57 years, male, white, stage:ii, alive, 1493 days	1250.5
TCGA-B0-5121-01A	56 years, male, white, stage:i, alive, 1485 days	1249.5
TCGA-A4-7585-01A	67 years, male, white, stage:iii, dead, 1070 days	1247.3
TCGA-B0-5080-01A	63 years, male, white, stage:iv, dead, 342 days	1246.4
TCGA-CJ-4885-01A	64 years, male, white, stage:iv, alive, 3451 days	1245.7
TCGA-BP-5189-01A	60 years, male, white, stage:i, dead, 822 days	1244.0
TCGA-B1-A47M-01A	79 years, male, black or african american, stage:iii, alive, 659 days	1243.7
TCGA-A4-7915-01A	35 years, female, black or african american, stage:ii, alive, 7 days	1242.4
TCGA-B1-5398-01A	73 years, male, white, stage:iii, alive, 1251 days	1239.2
TCGA-B0-5402-01A	64 years, male, white, stage:iv, alive, 1290 days	1238.5
TCGA-BP-4327-01A	75 years, female, white, stage:ii, dead, 109 days	1237.5
TCGA-BQ-7045-01A	78 years, male, black or african american, stage:i, dead, 1468 days	1230.9
TCGA-CW-5583-01A	51 years, female, white, stage:i, alive, 2489 days	1230.5
TCGA-2Z-A9JJ-01A	69 years, female, white, stage:i, alive, 1213 days	1230.2
TCGA-5P-A9JY-01A	79 years, male, white, dead, 1508 days	1228.1
TCGA-BP-4993-01A	58 years, male, white, stage:i, alive, 177 days	1226.0
TCGA-B8-A54G-01A	50 years, male, black or african american, stage:i, alive, 53 days	1224.8
TCGA-B9-4617-01A	41 years, male, black or african american, alive, 35 days	1224.5
TCGA-CJ-5689-01A	90 years, male, white, stage:i, dead, 1620 days	1222.3
TCGA-BP-4982-01A	42 years, male, white, stage:i, alive, 1014 days	1221.3
TCGA-BP-4972-01A	43 years, female, white, stage:iii, alive, 1502 days	1221.0
TCGA-2Z-A9J3-01A	67 years, male, white, stage:ii, dead, 1771 days	1218.3
TCGA-G7-6792-01A	40 years, male, black or african american, stage:i, alive, 2765 days	1217.4
TCGA-HE-A5NI-01A	73 years, male, stage:i, alive, 360 days	1213.4
TCGA-5P-A9KE-01A	70 years, male, white, alive, 824 days	1205.1
TCGA-B0-5706-01A	45 years, male, white, stage:ii, alive, 3205 days	1205.0
TCGA-P4-A5EA-01A	54 years, female, white, stage:iii, dead, 201 days	1204.3
TCGA-DV-5565-01A	59 years, male, white, stage:i, alive, 1329 days	1203.8
TCGA-IA-A83S-01A	81 years, male, white, dead, 2609 days	1203.6
TCGA-BP-4973-01A	47 years, male, white, stage:iii, alive, 1384 days	1201.8
TCGA-Y8-A8RZ-01A	55 years, male, white, stage:i, alive, 112 days	1199.2
TCGA-5P-A9JV-01A	49 years, male, white, alive, 2043 days	1198.8
TCGA-BP-4164-01A	51 years, female, white, stage:iii, dead, 992 days	1197.5
TCGA-A3-3323-01A	53 years, male, white, stage:i, alive, 1106 days	1196.4
TCGA-BP-5194-01A	39 years, male, white, stage:i, alive, 408 days	1195.7
TCGA-CJ-5672-01A	84 years, male, white, stage:i, dead, 2190 days	1194.0
TCGA-DW-7840-01A	60 years, male, black or african american, stage:i, alive, 114 days	1191.4
TCGA-A4-7828-01A	74 years, female, black or african american, stage:i, alive, 238 days	1190.6
TCGA-B0-4718-01A	57 years, male, white, stage:iii, alive, 1778 days	1189.2
TCGA-AK-3447-01A	84 years, male, white, stage:ii, alive, 1217 days	1189.1
TCGA-AK-3460-01A	58 years, male, white, stage:i, alive, 2508 days	1188.2
TCGA-A3-3329-01A	75 years, male, white, stage:i, alive, 1624 days	1181.8
TCGA-BP-4335-01A	65 years, female, white, stage:iv, dead, 475 days	1179.8
TCGA-BP-4162-01A	65 years, female, white, stage:i, alive, 3074 days	1179.8
TCGA-BP-4781-01A	78 years, male, white, stage:i, alive, 2080 days	1178.3
TCGA-B2-4098-01A	72 years, female, black or african american, stage:i, dead, 51 days	1178.2
TCGA-B0-4710-01A	75 years, female, white, stage:iii, alive, 1755 days	1174.1
TCGA-B4-5835-01A	64 years, female, white, stage:i, alive, 16 days	1173.5
TCGA-B2-5639-01A	46 years, male, white, stage:iv, dead, 1003 days	1173.0
TCGA-G7-A8LB-01A	70 years, male, white, stage:iv, alive, 547 days	1172.9
TCGA-BP-4158-01A	69 years, male, white, stage:i, alive, 3377 days	1172.4
TCGA-BP-4170-01A	72 years, female, white, stage:i, dead, 2343 days	1172.2
TCGA-A4-7996-01A	61 years, female, white, stage:i, alive, 506 days	1168.4
TCGA-AK-3431-01A	62 years, female, white, stage:ii, dead, 2241 days	1161.1
TCGA-IA-A40X-01A	49 years, female, black or african american, stage:i, alive, 608 days	1159.8
TCGA-CJ-4900-01A	69 years, female, white, stage:iv, dead, 1714 days	1159.1
TCGA-3Z-A93Z-01A	69 years, male, black or african american, stage:i, alive, 385 days	1158.0
TCGA-A3-3322-01A	51 years, male, white, stage:i, alive, 1478 days	1157.3
TCGA-B0-4714-01A	81 years, male, white, stage:iv, dead, 99 days	1155.9
TCGA-AK-3456-01A	48 years, male, black or african american, stage:ii, alive, 1143 days	1155.6
TCGA-HE-A5NK-01A	82 years, male, alive, 2228 days	1155.5
TCGA-BP-4332-01A	36 years, male, white, stage:iii, alive, 1133 days	1154.0
TCGA-HE-A5NJ-01A	58 years, male, alive, 1726 days	1151.6
TCGA-BP-4987-01A	41 years, female, asian, stage:i, alive, 1124 days	1150.5
TCGA-2Z-A9JL-01A	47 years, male, black or african american, stage:i, alive, 1006 days	1147.1
TCGA-CJ-4874-01A	73 years, female, white, stage:i, alive, 2283 days	1147.0
TCGA-2Z-A9JI-01A	38 years, male, white, stage:iii, alive, 1567 days	1146.3
TCGA-GL-A9DD-01A	69 years, male, white, stage:i, alive, 341 days	1144.8
TCGA-B0-4845-01A	70 years, male, white, stage:iv, dead, 1986 days	1144.8
TCGA-B0-5707-01A	39 years, female, white, stage:i, alive, 3744 days	1144.7
TCGA-B8-5162-01A	63 years, male, white, stage:ii, alive, 36 days	1143.5
TCGA-B0-5119-01A	61 years, female, white, stage:i, alive, 1552 days	1142.3
TCGA-B4-5378-01A	62 years, male, white, stage:i, alive, 175 days	1141.5
TCGA-2Z-A9JM-01A	28 years, male, white, stage:i, alive, 934 days	1139.5
TCGA-B0-5088-01A	53 years, male, white, stage:i, dead, 563 days	1138.4
TCGA-CJ-4637-01A	52 years, female, white, stage:iv, dead, 2227 days	1138.2
TCGA-B0-5711-01A	50 years, male, white, stage:iii, alive, 3989 days	1133.1
TCGA-B0-4849-01A	51 years, male, white, stage:iii, dead, 69 days	1130.5
TCGA-BQ-7051-01A	74 years, male, white, stage:ii, alive, 1533 days	1129.8
TCGA-SX-A71V-01A	80 years, male, white, stage:i, alive, 876 days	1129.2
TCGA-CJ-4635-01A	48 years, male, white, stage:i, alive, 1416 days	1128.9
TCGA-BP-4784-01A	67 years, female, white, stage:i, alive, 1854 days	1127.5
TCGA-B0-4813-01A	68 years, male, white, stage:iii, dead, 18 days	1127.2
TCGA-KL-8323-01A	57 years, female, white, stage:iii, dead, 1158 days	1125.4
TCGA-BP-4165-01A	64 years, female, white, stage:i, alive, 3037 days	1124.4
TCGA-CJ-4886-01A	43 years, female, white, stage:i, alive, 1952 days	1123.0
TCGA-BP-4970-01A	44 years, male, asian, stage:iii, alive, 433 days	1122.4
TCGA-5P-A9JW-01A	64 years, male, white, alive, 3241 days	1121.6
TCGA-CW-5585-01A	51 years, male, white, stage:iv, alive, 2609 days	1118.9
TCGA-B0-5812-01A	53 years, male, white, stage:i, alive, 3834 days	1117.7
TCGA-Y8-A898-01A	69 years, male, white, stage:i, alive, 475 days	1117.6
TCGA-BP-4967-01A	76 years, male, white, stage:iii, alive, 205 days	1117.0
TCGA-BP-4177-01A	65 years, male, white, stage:i, alive, 1670 days	1110.0
TCGA-DV-5573-01A	41 years, male, white, stage:i, alive, 1130 days	1109.7
TCGA-BP-4995-01A	68 years, male, white, stage:i, alive, 1371 days	1109.7
TCGA-HE-A5NF-01A	58 years, male, stage:i, alive, 2582 days	1108.2
TCGA-B1-A654-01A	43 years, female, black or african american, stage:i, alive, 616 days	1106.5
TCGA-CJ-4916-01A	69 years, female, white, stage:iii, alive, 1373 days	1106.2
TCGA-BP-5004-01A	53 years, male, white, stage:i, alive, 1126 days	1105.0
TCGA-2Z-A9JP-01A	63 years, male, white, stage:i, alive, 893 days	1103.0
TCGA-AK-3455-01A	71 years, female, white, stage:iii, dead, 683 days	1101.2
TCGA-BQ-7053-01A	57 years, female, black or african american, stage:iii, alive, 1516 days	1101.0
TCGA-BQ-5888-01A	74 years, female, white, stage:i, alive, 403 days	1100.5
TCGA-CJ-4905-01A	62 years, female, white, stage:i, alive, 1496 days	1100.2
TCGA-BP-4169-01A	76 years, female, white, stage:ii, dead, 701 days	1100.0
TCGA-UZ-A9PN-01A	54 years, male, white, stage:iii, dead, 1136 days	1099.2
TCGA-P4-AAVM-01A	69 years, male, white, stage:i, alive, 1539 days	1097.8
TCGA-CJ-4884-01A	72 years, female, white, stage:iii, alive, 1759 days	1097.3
TCGA-WN-A9G9-01A	male, white, stage:i, alive, 791 days	1096.9
TCGA-BQ-5876-01A	75 years, male, white, stage:i, alive, 586 days	1096.2
TCGA-F9-A7Q0-01A	37 years, female, asian, stage:i, alive, 398 days	1095.6
TCGA-G7-A4TM-01A	41 years, male, black or african american, stage:i, alive, 768 days	1091.2
TCGA-KO-8411-01A	58 years, male, white, stage:i, alive, 3958 days	1090.5
TCGA-HE-7130-01A	female, stage:iii, alive, 1770 days	1088.4
TCGA-A4-A48D-01A	85 years, male, black or african american, stage:i, alive, 379 days	1088.4
TCGA-CJ-6032-01A	63 years, female, white, stage:ii, alive, 3639 days	1083.2
TCGA-B9-A8YH-01A	52 years, male, black or african american, stage:i, alive, 532 days	1083.1
TCGA-B2-4102-01A	61 years, male, white, stage:i, alive, 952 days	1079.8
TCGA-BQ-7048-01A	64 years, male, white, stage:iii, alive, 2839 days	1077.9
TCGA-B0-4847-01A	60 years, male, white, stage:iv, dead, 793 days	1076.9
TCGA-B9-4115-01A	53 years, male, black or african american, stage:i, alive, 803 days	1073.9
TCGA-BP-4981-01A	75 years, female, white, stage:iii, dead, 1097 days	1072.0
TCGA-B0-4699-01A	74 years, male, white, stage:iv, dead, 110 days	1070.4
TCGA-BP-5008-01A	46 years, male, white, stage:i, alive, 1071 days	1068.4
TCGA-BP-4173-01A	47 years, male, white, stage:ii, alive, 1893 days	1068.0
TCGA-MH-A55W-01A	50 years, male, black or african american, stage:i, alive, 1043 days	1067.3
TCGA-CW-6088-01A	60 years, male, white, stage:i, alive, 3222 days	1066.9
TCGA-BP-4337-01A	76 years, female, white, stage:iii, dead, 2 days	1065.4
TCGA-B0-4697-01A	46 years, female, white, stage:iv, dead, 578 days	1064.9
TCGA-BP-5185-01A	56 years, male, white, stage:i, alive, 1132 days	1064.9
TCGA-B0-5102-01A	74 years, female, white, stage:i, dead, 2764 days	1064.7
TCGA-CJ-4907-01A	58 years, male, white, stage:iii, alive, 1499 days	1064.2
TCGA-BQ-7058-01A	81 years, male, white, stage:iii, dead, 343 days	1063.3
TCGA-CW-6093-01A	73 years, male, white, stage:i, alive, 3146 days	1062.8
TCGA-KL-8339-01A	67 years, male, white, stage:iv, dead, 855 days	1062.3
TCGA-B0-5705-01A	65 years, female, white, stage:i, alive, 4537 days	1061.3
TCGA-A3-3359-01A	82 years, female, white, stage:i, alive, 2504 days	1060.9
TCGA-G6-A8L8-01A	62 years, female, black or african american, stage:i, dead, 1091 days	1059.3
TCGA-DW-7838-01A	66 years, male, white, stage:i, alive, 744 days	1058.8
TCGA-2Z-A9JO-01A	56 years, female, black or african american, stage:i, alive, 949 days	1057.1
TCGA-CJ-4882-01A	57 years, male, black or african american, stage:iii, alive, 1883 days	1051.6
TCGA-BQ-7046-01A	61 years, male, white, stage:i, alive, 2948 days	1051.4
TCGA-A3-3370-01A	48 years, female, white, stage:i, alive, 2274 days	1050.0
TCGA-AK-3453-01A	58 years, female, white, stage:ii, alive, 2531 days	1049.7
TCGA-2Z-A9J9-01A	77 years, male, black or african american, stage:i, alive, 2294 days	1046.2
TCGA-AL-3468-01A	74 years, male, white, stage:ii, dead, 2331 days	1044.9
TCGA-CJ-5682-01A	60 years, male, white, stage:iv, alive, 3736 days	1043.8
TCGA-B1-7332-01A	61 years, female, black or african american, stage:ii, alive, 1141 days	1043.6
TCGA-Y8-A897-01A	68 years, female, white, stage:i, alive, 549 days	1039.0
TCGA-A4-8517-01A	71 years, male, white, stage:i, alive, 597 days	1038.0
TCGA-B1-A655-01A	77 years, female, white, stage:i, alive, 510 days	1037.9
TCGA-B8-5164-01A	65 years, male, white, stage:iii, alive, 26 days	1035.5
TCGA-5P-A9KA-01A	61 years, male, white, alive, 395 days	1035.5
TCGA-CJ-4639-01A	49 years, female, white, stage:ii, alive, 3229 days	1035.4
TCGA-MH-A855-01A	52 years, female, black or african american, stage:ii, alive, 369 days	1033.9
TCGA-BP-4330-01A	60 years, female, black or african american, stage:iii, alive, 1888 days	1032.7
TCGA-CJ-4875-01A	67 years, male, white, stage:iv, dead, 3554 days	1030.2
TCGA-KV-A6GE-01A	65 years, male, white, stage:i, alive, 885 days	1030.0
TCGA-B0-5690-01A	53 years, female, white, stage:i, alive, 3392 days	1029.7
TCGA-5P-A9JZ-01A	51 years, female, white, alive, 2744 days	1028.5
TCGA-CZ-5982-01A	59 years, female, white, stage:i, alive, 2439 days	1028.2
TCGA-B2-4099-01A	83 years, male, white, stage:i, alive, 972 days	1026.2
TCGA-SX-A7SS-01A	67 years, male, white, stage:i, alive, 1615 days	1025.1
TCGA-KN-8421-01A	48 years, female, white, stage:ii, alive, 2674 days	1024.3
TCGA-CZ-5467-01A	86 years, female, white, stage:iii, dead, 73 days	1021.1
TCGA-GL-7966-01A	28 years, female, white, stage:iii, alive, 112 days	1019.4
TCGA-SX-A7SN-01A	52 years, male, white, stage:i, alive, 578 days	1016.6
TCGA-MH-A561-01A	66 years, male, white, stage:i, alive, 841 days	1015.2
TCGA-P4-A5E7-01A	74 years, female, white, stage:i, alive, 2649 days	1014.4
TCGA-BP-4345-01A	62 years, male, white, stage:iii, alive, 1516 days	1011.6
TCGA-B8-5165-01A	43 years, male, white, stage:i, alive, 737 days	1011.5
TCGA-DW-7837-01A	43 years, male, black or african american, stage:i, alive, 1142 days	1010.9
TCGA-B0-5081-01A	80 years, female, white, stage:iii, dead, 362 days	1010.7
TCGA-Y8-A8S1-01A	61 years, male, white, stage:i, alive, 404 days	1008.7
TCGA-BP-4758-01A	40 years, male, white, stage:i, alive, 2208 days	1004.4
TCGA-A4-A4ZT-01A	71 years, female, white, stage:i, alive, 516 days	1002.4
TCGA-B0-5108-01A	54 years, male, white, stage:iii, alive, 1782 days	1001.3
TCGA-KL-8338-01A	51 years, male, white, stage:iii, alive, 2633 days	1000.9
TCGA-J7-6720-01A	42 years, male, asian, stage:i, alive, 388 days	1000.7
TCGA-B0-4846-01A	52 years, male, white, stage:iv, dead, 1200 days	1000.6
TCGA-CJ-4897-01A	79 years, female, white, stage:iii, alive, 3341 days	998.7
TCGA-BP-5195-01A	75 years, male, white, stage:i, alive, 749 days	998.2
TCGA-KN-8418-01A	41 years, female, white, stage:ii, alive, 3935 days	995.2
TCGA-KL-8332-01A	55 years, male, white, stage:i, alive, 2582 days	992.7
TCGA-J7-A8I2-01A	75 years, male, asian, stage:i, alive, 307 days	991.2
TCGA-KV-A74V-01A	40 years, male, white, stage:i, alive, 347 days	991.1
TCGA-B3-8121-01A	48 years, female, black or african american, stage:i, alive, 379 days	991.1
TCGA-BQ-7059-01A	71 years, male, white, stage:i, alive, 232 days	990.9
TCGA-A3-3378-01A	60 years, male, white, stage:i, alive, 630 days	989.8
TCGA-AK-3429-01A	54 years, female, white, stage:ii, alive, 3328 days	989.3
TCGA-B2-4101-01A	52 years, male, white, stage:ii, alive, 648 days	988.3
TCGA-A3-3352-01A	male, white, stage:iii, dead, 561 days	987.7
TCGA-UN-AAZ9-01A	76 years, female, black or african american, stage:i, alive, 548 days	986.2
TCGA-EU-5904-01A	47 years, female, white, stage:i, alive, 551 days	985.9
TCGA-BP-4344-01A	75 years, female, white, stage:i, alive, 1666 days	985.1
TCGA-G7-6790-01A	57 years, male, white, stage:i, alive, 1575 days	982.7
TCGA-Y8-A8RY-01A	63 years, male, white, stage:i, alive, 769 days	982.6
TCGA-IA-A83T-01A	80 years, male, white, dead, 2684 days	982.4
TCGA-B4-5834-01A	59 years, male, white, stage:i, alive, 26 days	982.1
TCGA-B0-5113-01A	69 years, female, white, stage:iii, alive, 1175 days	978.7
TCGA-AL-3471-01A	74 years, male, white, stage:i, dead, 1500 days	977.0
TCGA-B0-4852-01A	78 years, female, white, stage:ii, dead, 1121 days	976.2
TCGA-UZ-A9PQ-01A	59 years, male, black or african american, stage:iii, dead, 2624 days	975.7
TCGA-CJ-4908-01A	38 years, male, white, stage:i, alive, 1531 days	974.6
TCGA-A3-3349-01A	34 years, female, white, stage:i, alive, 1385 days	974.5
TCGA-B4-5844-01A	61 years, female, white, stage:ii, alive, 7 days	972.1
TCGA-BP-4355-01A	59 years, female, white, stage:iii, dead, 953 days	969.5
TCGA-CJ-4890-01A	72 years, male, white, stage:iv, alive, 3519 days	965.8
TCGA-CZ-5455-01A	63 years, male, white, stage:iv, dead, 561 days	965.2
TCGA-5P-A9KF-01A	53 years, male, white, alive, 845 days	963.6
TCGA-A4-A5DU-01A	45 years, female, white, stage:i, alive, 496 days	963.5
TCGA-IA-A83V-01A	63 years, male, white, stage:i, dead, 2941 days	963.3
TCGA-A4-8630-01A	59 years, female, white, stage:i, alive, 436 days	962.6
TCGA-BP-4965-01A	46 years, male, white, stage:i, alive, 1871 days	961.1
TCGA-MM-A563-01A	41 years, male, black or african american, alive, 591 days	959.5
TCGA-BQ-5881-01A	69 years, male, white, stage:i, alive, 1454 days	956.3
TCGA-BQ-7050-01A	53 years, female, white, stage:i, alive, 1864 days	953.1
TCGA-B2-3924-01A	73 years, male, white, stage:i, alive, 1092 days	952.7
TCGA-BP-4961-01A	47 years, male, white, stage:i, alive, 1935 days	952.0
TCGA-CJ-4640-01A	49 years, male, white, stage:iii, alive, 3480 days	950.1
TCGA-BQ-7062-01A	64 years, male, black or african american, stage:i, alive, 116 days	947.1
TCGA-B8-5545-01A	42 years, male, black or african american, stage:i, alive, 1525 days	944.8
TCGA-SX-A7SR-01A	66 years, male, white, stage:ii, alive, 805 days	943.9
TCGA-KL-8346-01A	62 years, male, white, stage:ii, alive, 1897 days	941.5
TCGA-KV-A6GD-01A	85 years, male, white, stage:i, alive, 560 days	941.4
TCGA-CJ-4643-01A	67 years, female, white, stage:ii, alive, 1793 days	937.4
TCGA-BP-5168-01A	75 years, male, white, stage:i, dead, 1463 days	937.4
TCGA-A3-3307-01A	66 years, male, stage:iii, alive, 1436 days	936.9
TCGA-B8-5552-01B	41 years, female, white, stage:i, alive, 1046 days	936.3
TCGA-DZ-6133-01A	66 years, female, white, stage:i, dead, 1557 days	935.5
TCGA-KL-8341-01A	41 years, male, asian, stage:iv, dead, 754 days	932.9
TCGA-DV-5574-01A	37 years, male, white, stage:i, alive, 2016 days	931.9
TCGA-CW-6087-01A	61 years, male, white, stage:iv, dead, 41 days	930.3
TCGA-KL-8337-01A	26 years, male, black or african american, stage:ii, alive, 1364 days	928.5
TCGA-BP-4342-01A	79 years, male, white, stage:ii, dead, 2256 days	928.4
TCGA-BP-4789-01A	48 years, male, white, stage:i, alive, 1489 days	928.4
TCGA-B0-5099-01A	88 years, female, white, stage:iii, dead, 485 days	927.9
TCGA-CW-5587-01A	62 years, female, white, stage:iii, alive, 2226 days	926.6
TCGA-BP-4325-01A	64 years, female, white, stage:i, alive, 2964 days	924.0
TCGA-CW-5584-01A	74 years, male, white, stage:iii, dead, 164 days	923.3
TCGA-BP-4994-01A	54 years, male, white, stage:i, alive, 1308 days	921.4
TCGA-CJ-4899-01A	42 years, male, asian, stage:i, alive, 1528 days	917.9
TCGA-CZ-5457-01A	62 years, male, white, stage:iii, alive, 2754 days	913.1
TCGA-HE-A5NH-01A	62 years, male, stage:i, alive, 791 days	904.0
TCGA-KO-8408-01A	47 years, male, white, stage:iii, dead, 507 days	902.8
TCGA-BP-4766-01A	43 years, female, white, stage:i, alive, 1462 days	901.4
TCGA-A3-A6NN-01A	78 years, male, black or african american, stage:i, alive, 3 days	901.4
TCGA-CJ-4878-01A	71 years, female, white, stage:iii, alive, 2186 days	901.3
TCGA-BP-4769-01A	63 years, male, white, stage:i, alive, 1876 days	896.9
TCGA-BP-4998-01A	49 years, male, asian, stage:i, alive, 932 days	896.2
TCGA-KN-8435-01A	59 years, male, white, stage:ii, alive, 3498 days	895.9
TCGA-BP-4354-01A	41 years, male, white, stage:iv, dead, 1034 days	893.5
TCGA-BQ-7049-01A	45 years, female, white, stage:i, dead, 1364 days	893.4
TCGA-A4-8515-01A	47 years, male, american indian or alaska native, stage:i, alive, 709 days	891.9
TCGA-SX-A7SP-01A	66 years, female, white, stage:i, dead, 496 days	890.5
TCGA-B0-5117-01A	40 years, male, white, stage:i, alive, 1608 days	890.5
TCGA-DW-5561-01A	51 years, male, black or african american, stage:i, alive, 414 days	888.5
TCGA-B9-A5W8-01A	50 years, male, black or african american, stage:ii, alive, 524 days	883.7
TCGA-B0-5104-01A	90 years, female, white, stage:i, dead, 2752 days	880.6
TCGA-A4-7584-01A	59 years, male, black or african american, stage:i, alive, 650 days	880.3
TCGA-KM-8476-01A	47 years, male, white, stage:i, alive, 3745 days	879.9
TCGA-DZ-6132-01A	69 years, male, stage:i, alive, 2460 days	879.6
TCGA-BP-4795-01A	74 years, female, white, stage:i, alive, 620 days	877.4
TCGA-BP-4347-01A	74 years, male, white, stage:iii, alive, 1367 days	872.9
TCGA-BP-4974-01A	58 years, male, white, stage:iv, dead, 211 days	872.8
TCGA-B0-5703-01A	73 years, male, white, stage:i, alive, 2246 days	871.9
TCGA-IZ-A6M9-01A	63 years, male, white, stage:i, alive, 376 days	870.4
TCGA-B0-5106-01A	64 years, male, white, stage:i, dead, 1598 days	870.4
TCGA-DW-7836-01A	55 years, male, white, stage:i, alive, 1093 days	870.3
TCGA-5P-A9K2-01A	62 years, male, white, alive, 2392 days	869.5
TCGA-SX-A7SO-01A	64 years, male, white, stage:i, alive, 1257 days	869.0
TCGA-B0-5691-01A	66 years, female, white, stage:i, alive, 3431 days	867.7
TCGA-B0-4833-01A	82 years, female, white, stage:i, dead, 2386 days	866.4
TCGA-5P-A9K6-01A	64 years, male, white, alive, 1914 days	866.0
TCGA-KL-8342-01A	45 years, female, white, stage:ii, alive, 2248 days	865.1
TCGA-BQ-5889-01A	63 years, male, white, stage:iv, dead, 329 days	861.5
TCGA-GL-6846-01A	52 years, male, white, stage:iv, alive, 5925 days	860.0
TCGA-4A-A93W-01A	66 years, female, white, stage:i, alive, 4 days	859.5
TCGA-HE-A5NL-01A	51 years, male, stage:i, alive, 767 days	859.0
TCGA-BP-4771-01A	62 years, male, white, stage:iv, dead, 162 days	854.7
TCGA-A3-3376-01A	51 years, male, black or african american, stage:i, dead, 1696 days	854.4
TCGA-KN-8436-01A	63 years, male, white, stage:ii, alive, 1288 days	853.3
TCGA-A3-3380-01A	54 years, male, stage:i, alive, 567 days	852.5
TCGA-A3-3373-01A	54 years, female, white, stage:i, alive, 1621 days	852.3
TCGA-B0-5709-01A	62 years, female, white, stage:iii, alive, 3974 days	852.0
TCGA-CZ-4862-01A	46 years, male, white, stage:i, alive, 3271 days	851.6
TCGA-A3-3320-01A	52 years, female, white, stage:i, alive, 1508 days	851.2
TCGA-A3-3324-01A	51 years, male, white, stage:i, alive, 1186 days	850.1
TCGA-B3-3925-01A	52 years, male, white, stage:iii, alive, 1029 days	848.7
TCGA-B8-A54J-01A	60 years, male, black or african american, stage:ii, alive, 528 days	848.5
TCGA-B0-4945-01A	75 years, female, white, stage:i, dead, 2145 days	846.0
TCGA-2Z-A9JS-01A	74 years, male, white, stage:i, dead, 492 days	845.9
TCGA-CJ-4918-01A	64 years, male, white, stage:iv, dead, 93 days	845.7
TCGA-B8-A54D-01A	69 years, male, black or african american, stage:iii, alive, 830 days	843.3
TCGA-KL-8331-01A	48 years, female, white, stage:ii, alive, 3010 days	842.2
TCGA-AK-3461-01A	72 years, male, white, stage:i, alive, 2217 days	839.7
TCGA-KL-8335-01A	68 years, male, white, stage:iii, alive, 2815 days	835.6
TCGA-UZ-A9PJ-01A	78 years, male, white, stage:i, dead, 797 days	835.0
TCGA-UZ-A9PX-01A	73 years, male, white, stage:i, alive, 1981 days	834.8
TCGA-B9-A69E-01A	71 years, male, white, stage:iii, alive, 452 days	833.1
TCGA-CJ-4634-01A	60 years, female, white, stage:i, alive, 3498 days	829.1
TCGA-AK-3465-01A	71 years, female, black or african american, stage:i, alive, 369 days	828.4
TCGA-BP-4999-01A	56 years, male, white, stage:i, alive, 1266 days	826.6
TCGA-CZ-5463-01A	76 years, male, white, stage:ii, alive, 662 days	825.2
TCGA-G7-6797-01A	46 years, male, white, stage:iii, alive, 765 days	823.6
TCGA-KO-8417-01A	30 years, female, white, stage:i, alive, 2815 days	823.5
TCGA-A4-7288-01A	71 years, female, white, alive, 1857 days	821.9
TCGA-KL-8334-01A	37 years, female, white, stage:iii, alive, 2949 days	820.6
TCGA-A3-3374-01A	51 years, female, black or african american, stage:i, alive, 1314 days	819.2
TCGA-KN-8431-01A	35 years, female, stage:ii, alive, 588 days	818.6
TCGA-B0-5083-01A	63 years, male, white, stage:i, dead, 1045 days	818.5
TCGA-B9-5155-01A	71 years, male, white, stage:iii, alive, 665 days	817.8
TCGA-DZ-6135-01A	45 years, male, stage:i, alive, 2269 days	816.1
TCGA-CJ-4876-01A	57 years, male, white, stage:ii, alive, 1955 days	815.8
TCGA-UZ-A9PZ-01A	65 years, male, white, stage:iii, alive, 657 days	815.5
TCGA-A3-3351-01A	42 years, male, white, stage:ii, alive, 910 days	813.6
TCGA-B8-5159-01A	61 years, female, white, stage:i, alive, 722 days	813.3
TCGA-KL-8325-01A	56 years, female, white, stage:ii, dead, 725 days	812.7
TCGA-B9-4116-01A	75 years, female, black or african american, alive, 627 days	811.0
TCGA-KN-8423-01A	44 years, male, white, stage:i, alive, 788 days	809.0
TCGA-2Z-A9JR-01A	57 years, male, white, stage:i, alive, 161 days	807.7
TCGA-KM-8440-01A	37 years, male, black or african american, stage:iii, alive, 1366 days	806.1
TCGA-KL-8345-01A	75 years, male, white, stage:iii, alive, 1665 days	805.8
TCGA-B2-5636-01A	79 years, male, white, stage:i, alive, 919 days	804.4
TCGA-BP-4991-01A	54 years, male, white, stage:i, alive, 1413 days	804.4
TCGA-KM-8438-01A	45 years, female, white, stage:ii, alive, 4622 days	803.2
TCGA-2Z-A9JD-01A	66 years, male, white, stage:i, alive, 1060 days	801.8
TCGA-CJ-4889-01A	63 years, female, white, stage:i, alive, 1946 days	801.7
TCGA-AK-3440-01A	58 years, male, white, stage:i, alive, 2865 days	801.6
TCGA-5P-A9K8-01A	51 years, female, white, alive, 1309 days	800.1
TCGA-A4-7583-01A	60 years, male, black or african american, stage:i, alive, 3 days	798.6
TCGA-B0-5110-01A	71 years, female, white, stage:i, alive, 2009 days	796.3
TCGA-2Z-A9JQ-01A	66 years, male, white, stage:i, alive, 778 days	789.6
TCGA-BP-4992-01A	66 years, male, white, stage:i, alive, 501 days	783.8
TCGA-B0-4841-01A	63 years, male, white, stage:iv, dead, 204 days	783.6
TCGA-B3-4104-01A	75 years, male, white, stage:ii, alive, 1049 days	782.2
TCGA-UZ-A9PU-01A	77 years, male, white, stage:i, dead, 933 days	782.1
TCGA-BP-4346-01A	57 years, male, white, stage:iii, dead, 1493 days	781.5
TCGA-A3-3328-01A	79 years, male, white, stage:i, alive, 1385 days	780.5
TCGA-A3-A8CQ-01A	59 years, female, black or african american, stage:i, alive, 3 days	775.8
TCGA-SX-A71R-01A	51 years, male, white, stage:i, alive, 1457 days	774.6
TCGA-KL-8343-01A	72 years, male, white, stage:iii, dead, 2172 days	774.5
TCGA-CJ-5678-01A	62 years, male, black or african american, stage:iv, dead, 574 days	774.1
TCGA-KN-8434-01A	65 years, female, white, stage:ii, alive, 1797 days	772.2
TCGA-KL-8329-01A	57 years, female, asian, stage:i, alive, 2752 days	770.6
TCGA-BP-4756-01A	63 years, female, asian, stage:i, alive, 374 days	770.3
TCGA-A3-3331-01A	86 years, female, white, stage:i, alive, 1485 days	767.9
TCGA-DW-7963-01B	43 years, male, black or african american, stage:i, alive, 1240 days	763.9
TCGA-EV-5903-01A	57 years, male, white, stage:i, alive, 757 days	760.5
TCGA-BQ-7060-01A	53 years, male, american indian or alaska native, stage:i, alive, 214 days	755.6
TCGA-B2-3923-01A	59 years, male, white, stage:ii, alive, 992 days	755.2
TCGA-BP-4798-01A	74 years, male, white, dead, 334 days	751.5
TCGA-CJ-4904-01A	60 years, female, white, stage:iv, alive, 3302 days	751.2
TCGA-KL-8340-01A	34 years, male, white, stage:ii, alive, 2024 days	750.8
TCGA-4A-A93Y-01A	63 years, female, black or african american, stage:ii, alive, 352 days	749.5
TCGA-A3-3363-01A	50 years, male, asian, stage:ii, alive, 319 days	749.4
TCGA-CJ-4893-01A	76 years, female, white, stage:i, alive, 750 days	746.1
TCGA-BP-4166-01A	69 years, male, white, stage:iii, alive, 13 days	743.9
TCGA-KO-8406-01A	17 years, female, white, stage:i, alive, 3145 days	741.0
TCGA-B8-4148-01A	63 years, female, white, stage:i, alive, 1520 days	740.6
TCGA-GL-A9DE-01A	74 years, male, black or african american, stage:i, alive, 496 days	740.6
TCGA-BP-4790-01A	76 years, male, white, stage:i, dead, 1111 days	739.7
TCGA-WN-AB4C-01A	female, white, stage:i, alive, 1188 days	739.7
TCGA-G7-7502-01A	83 years, male, white, stage:i, alive, 786 days	734.8
TCGA-B9-4113-01A	64 years, male, black or african american, stage:i, dead, 1536 days	734.3
TCGA-BP-4989-01A	58 years, male, white, stage:iii, alive, 118 days	733.7
TCGA-B0-5710-01A	57 years, male, white, stage:i, alive, 2430 days	733.0
TCGA-B1-A657-01A	54 years, male, white, stage:i, alive, 641 days	732.3
TCGA-KO-8407-01A	42 years, male, white, stage:ii, alive, 2820 days	731.7
TCGA-B0-4819-01A	60 years, female, white, stage:iv, dead, 183 days	729.4
TCGA-A4-8311-01A	60 years, male, white, stage:i, alive, 729 days	725.9
TCGA-Y8-A895-01A	74 years, male, white, stage:i, alive, 484 days	722.7
TCGA-KL-8330-01A	44 years, female, black or african american, stage:ii, alive, 3304 days	722.6
TCGA-A3-3365-01A	46 years, male, white, stage:i, alive, 873 days	722.5
TCGA-A3-3317-01A	67 years, male, stage:ii, alive, 1491 days	721.5
TCGA-BP-4775-01A	55 years, female, white, stage:i, alive, 1843 days	714.9
TCGA-KN-8424-01A	42 years, female, white, stage:i, alive, 1983 days	706.4
TCGA-CJ-4642-01B	47 years, male, white, stage:ii, alive, 3205 days	705.0
TCGA-G7-6795-01A	56 years, male, white, stage:i, alive, 1194 days	703.6
TCGA-KO-8409-01A	69 years, male, white, stage:ii, alive, 3180 days	695.9
TCGA-KO-8403-01A	49 years, male, white, stage:i, alive, 3208 days	695.1
TCGA-KN-8429-01A	38 years, female, white, stage:iii, alive, 2650 days	693.7
TCGA-B2-A4SR-01A	62 years, male, black or african american, stage:ii, alive, 507 days	691.1
TCGA-B2-5635-01A	74 years, male, white, stage:i, alive, 755 days	690.7
TCGA-UZ-A9PK-01A	71 years, male, white, stage:i, alive, 3571 days	687.1
TCGA-A4-A5Y1-01A	75 years, male, white, stage:iii, dead, 395 days	684.3
TCGA-KM-8439-01A	30 years, male, white, stage:i, alive, 708 days	684.2
TCGA-B8-5546-01A	38 years, female, black or african american, stage:i, alive, 505 days	683.7
TCGA-B1-A47N-01A	62 years, male, white, stage:i, alive, 1110 days	675.5
TCGA-5P-A9KH-01A	77 years, male, white, alive, 2051 days	671.8
TCGA-Y8-A894-01A	57 years, female, white, stage:i, alive, 567 days	670.9
TCGA-PJ-A5Z8-01A	60 years, female, white, stage:i, alive, 600 days	665.5
TCGA-B3-3926-01A	59 years, female, white, stage:i, alive, 883 days	663.0
TCGA-KO-8413-01A	46 years, male, white, stage:i, alive, 3038 days	661.2
TCGA-B9-A8YI-01A	79 years, male, black or african american, stage:i, alive, 374 days	660.2
TCGA-DW-7834-01A	53 years, male, white, stage:i, alive, 3950 days	659.1
TCGA-BP-5200-01A	44 years, male, white, stage:ii, alive, 1063 days	655.2
TCGA-KO-8410-01A	74 years, female, white, stage:i, alive, 3136 days	654.0
TCGA-KO-8405-01A	29 years, male, white, stage:iii, alive, 3056 days	648.9
TCGA-KO-8416-01A	41 years, male, white, stage:iii, alive, 2752 days	647.7
TCGA-6D-AA2E-01A	68 years, female, black or african american, stage:i, alive, 362 days	645.0
TCGA-G7-6796-01A	58 years, male, white, stage:i, alive, 2173 days	642.7
TCGA-Y8-A8S0-01A	58 years, male, white, stage:i, alive, 183 days	640.0
TCGA-UZ-A9Q0-01A	60 years, male, white, stage:i, alive, 3368 days	631.3
TCGA-AT-A5NU-01A	77 years, male, white, stage:i, alive, 67 days	629.4
TCGA-AL-3472-01A	57 years, male, black or african american, alive, 2029 days	626.9
TCGA-BP-4799-01A	70 years, male, white, stage:iii, dead, 1133 days	625.3
TCGA-AK-3427-01A	65 years, male, white, stage:i, alive, 3583 days	624.3
TCGA-KN-8425-01A	53 years, male, white, stage:i, alive, 3179 days	610.8
TCGA-A4-8312-01A	60 years, male, black or african american, stage:i, alive, 708 days	607.0
TCGA-KL-8327-01A	46 years, female, white, stage:i, alive, 4169 days	605.0
TCGA-O9-A75Z-01A	44 years, male, white, stage:i, alive, 471 days	603.5
TCGA-KM-8639-01A	67 years, male, white, stage:i, alive, 953 days	595.2
TCGA-CZ-4864-01A	86 years, male, white, stage:ii, dead, 2830 days	585.5
TCGA-IZ-8196-01A	50 years, male, white, stage:i, alive, 649 days	585.4
TCGA-KM-8443-01A	58 years, male, white, stage:ii, alive, 1520 days	584.4
TCGA-DW-7842-01A	52 years, male, white, stage:i, alive, 92 days	584.1
TCGA-B3-4103-01A	56 years, male, white, stage:i, alive, 930 days	583.4
TCGA-UZ-A9PR-01A	84 years, male, white, stage:i, alive, 2627 days	582.8
TCGA-SX-A7SU-01A	47 years, male, stage:i, alive, 1331 days	577.8
TCGA-BQ-5884-01A	59 years, female, black or african american, stage:i, alive, 792 days	576.8
TCGA-KM-8441-01A	61 years, female, white, stage:i, alive, 876 days	574.9
TCGA-KM-8442-01A	38 years, male, stage:ii, alive, 1437 days	574.4
TCGA-MH-A857-01A	63 years, male, black or african american, stage:i, alive, 890 days	572.9
TCGA-GK-A6C7-01A	77 years, female, black or african american, stage:i, alive, 61 days	571.8
TCGA-KL-8326-01A	69 years, male, white, stage:iii, alive, 3322 days	571.4
TCGA-KN-8419-01A	43 years, male, black or african american, stage:ii, alive, 714 days	565.1
TCGA-A3-3372-01A	64 years, male, white, stage:iii, alive, 735 days	563.5
TCGA-KL-8344-01A	51 years, male, white, stage:iii, alive, 876 days	560.1
TCGA-DW-7839-01A	58 years, female, white, stage:i, alive, 419 days	556.3
TCGA-DW-5560-01A	38 years, female, white, stage:i, alive, 1486 days	556.0
TCGA-BQ-7055-01A	73 years, male, white, stage:i, alive, 799 days	554.0
TCGA-AS-3777-01A	63 years, male, white, stage:i, alive, 1238 days	552.4
TCGA-CW-5591-01A	56 years, male, white, stage:iv, alive, 2271 days	549.2
TCGA-2Z-A9JN-01A	50 years, female, black or african american, stage:i, alive, 740 days	549.0
TCGA-BP-4334-01A	56 years, male, white, stage:iii, dead, 645 days	547.8
TCGA-BQ-5883-01A	79 years, female, black or african american, stage:i, alive, 1242 days	546.3
TCGA-KL-8324-01A	67 years, female, white, stage:ii, alive, 4676 days	543.0
TCGA-B8-A8YJ-01A	60 years, female, black or african american, stage:i, alive, 431 days	536.9
TCGA-BP-4340-01A	70 years, female, white, stage:i, dead, 562 days	535.8
TCGA-KN-8432-01A	86 years, female, white, stage:ii, alive, 76 days	535.6
TCGA-B0-4834-01A	49 years, male, white, stage:i, dead, 2090 days	521.4
TCGA-KM-8477-01A	56 years, male, white, stage:i, alive, 1553 days	513.6
TCGA-KL-8333-01A	69 years, male, white, stage:ii, alive, 2991 days	504.3
TCGA-CJ-4894-01A	58 years, male, white, stage:iii, dead, 841 days	503.3
TCGA-KN-8437-01A	42 years, female, white, stage:i, alive, 3068 days	503.1
TCGA-A3-3313-01A	59 years, male, black or african american, stage:i, dead, 735 days	503.1
TCGA-A4-7734-01A	53 years, female, white, stage:i, alive, 27 days	501.1
TCGA-EV-5901-01A	47 years, female, white, stage:i, alive, 1040 days	495.4
TCGA-KO-8414-01A	50 years, female, white, stage:ii, alive, 3212 days	490.4
TCGA-AL-3467-01A	54 years, female, white, alive, 2135 days	489.9
TCGA-BP-4971-01A	40 years, male, white, stage:iii, alive, 1487 days	487.3
TCGA-G7-A8LE-01A	62 years, male, white, stage:i, alive, 2453 days	479.4
TCGA-B9-4117-01A	48 years, female, black or african american, alive, 14 days	467.2
TCGA-AK-3443-01A	45 years, male, white, stage:ii, alive, 1423 days	462.2
TCGA-AK-3433-01A	48 years, female, white, stage:ii, alive, 3409 days	457.3
TCGA-KN-8426-01A	50 years, male, white, stage:iv, alive, 108 days	450.1
TCGA-KN-8433-01A	46 years, female, white, stage:iii, alive, 341 days	444.5
TCGA-B8-4619-01A	58 years, male, white, stage:i, alive, 523 days	431.4
TCGA-SX-A71S-01A	66 years, female, white, stage:i, alive, 1504 days	409.9
TCGA-B8-4146-01B	41 years, female, white, stage:i, alive, 511 days	396.2
TCGA-P4-A5ED-01A	51 years, male, white, stage:i, alive, 2816 days	383.0
TCGA-B0-5702-01A	71 years, male, white, stage:i, alive, 2172 days	355.2
TCGA-B2-5633-01B	56 years, male, white, stage:i, alive, 963 days	303.4
TCGA-B4-5832-01A	65 years, male, white, stage:iii, alive, 155 days	277.3
TCGA-T7-A92I-01A	47 years, female, black or african american, stage:i, alive, 356 days	248.9
TCGA-CZ-5989-01A	60 years, male, white, stage:ii, alive, 1905 days	172.4
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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 HPA040067	Antibody HPA061280	Antibody CAB005197	Antibody CAB016392
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