Expression of HLA-DRA 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

HLA-DRA is not prognostic in renal cancer

Stage:

Survival analysis

Current cut offⁱ:
Best expression cut offⁱ: 764.99
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

867.3

Number of samples

877

Samples

Sample	Description	FPKM
TCGA-B8-A54G-01A	50 years, male, black or african american, stage:i, alive, 53 days	4451.0
TCGA-CJ-4640-01A	49 years, male, white, stage:iii, alive, 3480 days	4179.0
TCGA-BP-4173-01A	47 years, male, white, stage:ii, alive, 1893 days	3889.3
TCGA-B8-5162-01A	63 years, male, white, stage:ii, alive, 36 days	3777.3
TCGA-B8-5551-01A	65 years, female, black or african american, stage:i, alive, 16 days	3624.2
TCGA-B8-5164-01A	65 years, male, white, stage:iii, alive, 26 days	3599.3
TCGA-BP-4343-01A	64 years, male, white, stage:iii, dead, 1912 days	3509.6
TCGA-CJ-5678-01A	62 years, male, black or african american, stage:iv, dead, 574 days	3306.2
TCGA-BP-4798-01A	74 years, male, white, dead, 334 days	3301.8
TCGA-AL-3473-01A	55 years, male, white, stage:ii, alive, 1906 days	3299.1
TCGA-CJ-5675-01A	70 years, male, white, stage:ii, alive, 3936 days	3259.2
TCGA-CJ-5672-01A	84 years, male, white, stage:i, dead, 2190 days	3201.9
TCGA-B2-4099-01A	83 years, male, white, stage:i, alive, 972 days	3168.3
TCGA-B2-3924-01A	73 years, male, white, stage:i, alive, 1092 days	3116.7
TCGA-CW-6087-01A	61 years, male, white, stage:iv, dead, 41 days	3053.2
TCGA-CZ-4864-01A	86 years, male, white, stage:ii, dead, 2830 days	2986.4
TCGA-CJ-4637-01A	52 years, female, white, stage:iv, dead, 2227 days	2982.3
TCGA-CW-5587-01A	62 years, female, white, stage:iii, alive, 2226 days	2971.0
TCGA-4A-A93Y-01A	63 years, female, black or african american, stage:ii, alive, 352 days	2947.3
TCGA-B0-4694-01A	72 years, male, white, stage:iii, dead, 106 days	2883.4
TCGA-AK-3429-01A	54 years, female, white, stage:ii, alive, 3328 days	2878.4
TCGA-BP-4160-01A	67 years, male, white, stage:iii, alive, 2881 days	2850.9
TCGA-CJ-6030-01A	66 years, male, white, stage:i, dead, 2299 days	2813.8
TCGA-CJ-4890-01A	72 years, male, white, stage:iv, alive, 3519 days	2761.2
TCGA-CJ-4887-01A	48 years, male, white, stage:iv, dead, 932 days	2739.4
TCGA-B2-5641-01A	79 years, male, white, stage:i, alive, 656 days	2681.6
TCGA-CZ-5455-01A	63 years, male, white, stage:iv, dead, 561 days	2538.9
TCGA-CZ-4863-01A	51 years, female, white, stage:iii, alive, 1928 days	2528.4
TCGA-WN-A9G9-01A	male, white, stage:i, alive, 791 days	2518.3
TCGA-DV-5573-01A	41 years, male, white, stage:i, alive, 1130 days	2512.3
TCGA-CJ-4916-01A	69 years, female, white, stage:iii, alive, 1373 days	2465.8
TCGA-BP-4346-01A	57 years, male, white, stage:iii, dead, 1493 days	2462.0
TCGA-CZ-5452-01A	69 years, male, white, stage:ii, alive, 1789 days	2430.4
TCGA-B8-4148-01A	63 years, female, white, stage:i, alive, 1520 days	2424.5
TCGA-CJ-4869-01A	49 years, male, white, stage:iii, alive, 2554 days	2363.5
TCGA-BP-4777-01A	46 years, male, white, stage:i, alive, 1731 days	2351.4
TCGA-BP-4176-01A	64 years, male, white, stage:i, alive, 1955 days	2317.9
TCGA-CZ-4861-01A	63 years, male, white, stage:ii, dead, 446 days	2297.4
TCGA-B0-5709-01A	62 years, female, white, stage:iii, alive, 3974 days	2282.8
TCGA-DZ-6132-01A	69 years, male, stage:i, alive, 2460 days	2280.1
TCGA-A3-3351-01A	42 years, male, white, stage:ii, alive, 910 days	2268.9
TCGA-B0-4690-01A	65 years, male, white, stage:iv, dead, 43 days	2257.1
TCGA-BP-4354-01A	41 years, male, white, stage:iv, dead, 1034 days	2252.5
TCGA-B0-5081-01A	80 years, female, white, stage:iii, dead, 362 days	2241.9
TCGA-BP-5182-01A	56 years, male, white, stage:i, alive, 1165 days	2223.3
TCGA-B0-5697-01A	50 years, male, white, stage:i, alive, 2630 days	2220.8
TCGA-CZ-5454-01A	63 years, male, white, stage:iv, dead, 722 days	2202.2
TCGA-A3-3378-01A	60 years, male, white, stage:i, alive, 630 days	2196.3
TCGA-BP-4167-01A	60 years, male, white, stage:iii, alive, 2718 days	2190.3
TCGA-B2-5635-01A	74 years, male, white, stage:i, alive, 755 days	2175.3
TCGA-CJ-4874-01A	73 years, female, white, stage:i, alive, 2283 days	2159.3
TCGA-BP-4970-01A	44 years, male, asian, stage:iii, alive, 433 days	2156.6
TCGA-B8-5163-01A	63 years, female, white, stage:iii, alive, 822 days	2139.3
TCGA-A3-3326-01A	47 years, male, white, stage:i, alive, 1137 days	2139.2
TCGA-B0-4816-01A	49 years, male, white, stage:ii, dead, 1371 days	2115.9
TCGA-BP-4804-01A	59 years, male, white, stage:i, alive, 1459 days	2108.8
TCGA-CJ-4641-01A	55 years, female, white, stage:iv, dead, 1661 days	2077.6
TCGA-A3-3358-01A	57 years, female, white, stage:i, alive, 1307 days	2074.5
TCGA-A3-A6NJ-01A	57 years, female, black or african american, stage:i, alive, 468 days	2057.0
TCGA-CJ-4900-01A	69 years, female, white, stage:iv, dead, 1714 days	2040.3
TCGA-A4-7915-01A	35 years, female, black or african american, stage:ii, alive, 7 days	2039.6
TCGA-CZ-4862-01A	46 years, male, white, stage:i, alive, 3271 days	2008.9
TCGA-AK-3425-01A	68 years, male, white, stage:i, alive, 3343 days	2008.4
TCGA-A3-3387-01A	49 years, male, white, stage:i, alive, 617 days	2003.2
TCGA-BP-5189-01A	60 years, male, white, stage:i, dead, 822 days	2000.8
TCGA-BP-4330-01A	60 years, female, black or african american, stage:iii, alive, 1888 days	1990.8
TCGA-BP-4771-01A	62 years, male, white, stage:iv, dead, 162 days	1979.0
TCGA-B8-4154-01A	73 years, female, white, stage:i, alive, 1380 days	1978.2
TCGA-CZ-5464-01A	69 years, male, white, stage:iv, alive, 2128 days	1975.9
TCGA-Y8-A8S1-01A	61 years, male, white, stage:i, alive, 404 days	1970.1
TCGA-BP-4170-01A	72 years, female, white, stage:i, dead, 2343 days	1960.6
TCGA-BP-4998-01A	49 years, male, asian, stage:i, alive, 932 days	1960.2
TCGA-CJ-4873-01A	85 years, female, white, stage:iii, alive, 2259 days	1955.4
TCGA-CZ-4858-01A	39 years, male, white, stage:ii, dead, 2105 days	1952.7
TCGA-B1-A656-01A	64 years, male, white, stage:i, alive, 618 days	1923.3
TCGA-CJ-4901-01A	47 years, male, white, stage:iii, alive, 1450 days	1918.7
TCGA-CJ-4894-01A	58 years, male, white, stage:iii, dead, 841 days	1913.5
TCGA-DV-5574-01A	37 years, male, white, stage:i, alive, 2016 days	1906.7
TCGA-CZ-5470-01A	72 years, female, stage:ii, alive, 386 days	1900.9
TCGA-BP-4801-01A	57 years, male, white, stage:i, alive, 1124 days	1894.0
TCGA-MM-A563-01A	41 years, male, black or african american, alive, 591 days	1892.1
TCGA-BP-5173-01A	75 years, male, white, stage:i, dead, 62 days	1890.4
TCGA-CJ-4888-01A	59 years, male, white, stage:iv, dead, 1567 days	1886.4
TCGA-B0-4838-01A	69 years, female, white, stage:i, dead, 834 days	1881.2
TCGA-CZ-5457-01A	62 years, male, white, stage:iii, alive, 2754 days	1875.5
TCGA-BQ-7059-01A	71 years, male, white, stage:i, alive, 232 days	1872.8
TCGA-B0-5075-01A	77 years, female, white, stage:iii, dead, 637 days	1870.9
TCGA-B0-5698-01A	77 years, male, black or african american, stage:i, alive, 3631 days	1865.1
TCGA-CJ-4893-01A	76 years, female, white, stage:i, alive, 750 days	1859.5
TCGA-AK-3426-01A	37 years, male, white, stage:iii, dead, 885 days	1856.3
TCGA-A3-3329-01A	75 years, male, white, stage:i, alive, 1624 days	1855.0
TCGA-BP-5180-01A	53 years, male, white, stage:i, alive, 2263 days	1853.6
TCGA-BP-4162-01A	65 years, female, white, stage:i, alive, 3074 days	1853.4
TCGA-IA-A83T-01A	80 years, male, white, dead, 2684 days	1850.8
TCGA-B8-A54D-01A	69 years, male, black or african american, stage:iii, alive, 830 days	1847.3
TCGA-CJ-4636-01A	51 years, male, white, stage:iii, alive, 1924 days	1826.3
TCGA-BP-4174-01A	49 years, male, white, stage:ii, alive, 1879 days	1825.9
TCGA-CJ-5671-01A	51 years, male, white, stage:i, alive, 3987 days	1819.6
TCGA-B0-5692-01A	66 years, female, white, stage:iii, alive, 3944 days	1801.4
TCGA-B0-4846-01A	52 years, male, white, stage:iv, dead, 1200 days	1801.3
TCGA-BP-4962-01A	58 years, male, white, stage:ii, alive, 1785 days	1797.5
TCGA-BP-4161-01A	74 years, male, white, stage:i, alive, 2746 days	1797.0
TCGA-B0-5705-01A	65 years, female, white, stage:i, alive, 4537 days	1787.0
TCGA-CZ-4856-01A	62 years, female, white, stage:i, alive, 18 days	1783.6
TCGA-A3-3343-01A	79 years, male, white, stage:ii, alive, 945 days	1777.2
TCGA-BP-5191-01A	80 years, male, white, stage:iii, alive, 967 days	1775.7
TCGA-B0-4824-01A	49 years, female, white, stage:i, dead, 1657 days	1771.1
TCGA-BP-4983-01A	67 years, female, asian, stage:iii, alive, 1413 days	1754.5
TCGA-AK-3455-01A	71 years, female, white, stage:iii, dead, 683 days	1747.2
TCGA-BP-4989-01A	58 years, male, white, stage:iii, alive, 118 days	1742.8
TCGA-CZ-5466-01A	67 years, male, stage:iii, alive, 685 days	1738.7
TCGA-A3-3370-01A	48 years, female, white, stage:i, alive, 2274 days	1735.6
TCGA-A3-3383-01A	52 years, male, white, stage:i, alive, 861 days	1713.6
TCGA-A3-3347-01A	76 years, female, white, stage:iii, dead, 1610 days	1702.0
TCGA-B0-4815-01A	65 years, male, white, stage:iii, dead, 1588 days	1699.4
TCGA-CJ-4644-01A	48 years, female, white, stage:iv, dead, 336 days	1683.3
TCGA-BP-5201-01A	63 years, male, white, stage:iv, alive, 951 days	1679.6
TCGA-B0-4714-01A	81 years, male, white, stage:iv, dead, 99 days	1676.6
TCGA-BP-4758-01A	40 years, male, white, stage:i, alive, 2208 days	1669.6
TCGA-CW-6097-01A	32 years, male, white, stage:iii, dead, 571 days	1656.2
TCGA-BP-5183-01A	57 years, male, white, stage:iii, alive, 1291 days	1634.4
TCGA-B0-5108-01A	54 years, male, white, stage:iii, alive, 1782 days	1631.4
TCGA-B0-4847-01A	60 years, male, white, stage:iv, dead, 793 days	1630.8
TCGA-2K-A9WE-01A	53 years, male, white, stage:ii, alive, 214 days	1613.6
TCGA-B8-5553-01A	67 years, female, white, stage:i, alive, 435 days	1604.5
TCGA-BP-4972-01A	43 years, female, white, stage:iii, alive, 1502 days	1600.5
TCGA-B1-5398-01A	73 years, male, white, stage:iii, alive, 1251 days	1592.9
TCGA-HE-A5NK-01A	82 years, male, alive, 2228 days	1581.0
TCGA-CZ-5985-01A	58 years, male, white, stage:ii, alive, 1997 days	1577.7
TCGA-BP-4325-01A	64 years, female, white, stage:i, alive, 2964 days	1569.1
TCGA-B2-4102-01A	61 years, male, white, stage:i, alive, 952 days	1567.1
TCGA-CW-6090-01A	68 years, male, white, stage:i, alive, 2552 days	1566.3
TCGA-B0-5092-01A	53 years, female, white, stage:iv, dead, 459 days	1548.2
TCGA-CJ-4889-01A	63 years, female, white, stage:i, alive, 1946 days	1544.9
TCGA-B0-5106-01A	64 years, male, white, stage:i, dead, 1598 days	1542.0
TCGA-CJ-5686-01A	59 years, female, white, stage:i, alive, 2038 days	1536.2
TCGA-CZ-4865-01A	70 years, female, white, stage:i, dead, 166 days	1532.9
TCGA-CW-5588-01A	78 years, female, white, stage:i, alive, 2017 days	1525.5
TCGA-CJ-4884-01A	72 years, female, white, stage:iii, alive, 1759 days	1522.6
TCGA-B0-4848-01A	54 years, male, white, stage:iii, dead, 883 days	1511.4
TCGA-A3-3359-01A	82 years, female, white, stage:i, alive, 2504 days	1504.0
TCGA-CJ-5677-01A	54 years, female, white, stage:iv, dead, 782 days	1503.6
TCGA-KV-A6GD-01A	85 years, male, white, stage:i, alive, 560 days	1501.1
TCGA-BP-4959-01A	49 years, male, white, stage:i, alive, 2660 days	1500.2
TCGA-CJ-4635-01A	48 years, male, white, stage:i, alive, 1416 days	1500.0
TCGA-CJ-4895-01A	62 years, male, white, stage:iv, dead, 1200 days	1494.0
TCGA-CZ-5461-01A	52 years, male, white, stage:iv, dead, 330 days	1493.0
TCGA-CJ-4639-01A	49 years, female, white, stage:ii, alive, 3229 days	1488.9
TCGA-CW-5589-01A	52 years, male, white, stage:i, alive, 2378 days	1486.7
TCGA-AK-3453-01A	58 years, female, white, stage:ii, alive, 2531 days	1484.3
TCGA-CJ-6031-01A	54 years, male, white, stage:i, alive, 1906 days	1482.9
TCGA-BP-4353-01A	61 years, male, white, stage:i, dead, 375 days	1477.6
TCGA-DV-5575-01A	52 years, female, white, stage:i, alive, 1729 days	1460.0
TCGA-BP-4329-01A	75 years, male, white, stage:iii, dead, 845 days	1457.4
TCGA-BP-5178-01A	71 years, male, white, stage:iv, dead, 1912 days	1454.8
TCGA-AK-3445-01A	69 years, male, white, stage:iii, alive, 2392 days	1453.9
TCGA-BP-4790-01A	76 years, male, white, stage:i, dead, 1111 days	1438.6
TCGA-CZ-5463-01A	76 years, male, white, stage:ii, alive, 662 days	1436.8
TCGA-Y8-A896-01A	62 years, male, white, stage:iii, alive, 567 days	1434.3
TCGA-CZ-5984-01A	51 years, male, white, stage:i, alive, 2067 days	1432.5
TCGA-CZ-5456-01A	57 years, male, white, stage:ii, alive, 2422 days	1429.2
TCGA-B0-5083-01A	63 years, male, white, stage:i, dead, 1045 days	1427.0
TCGA-BP-4963-01A	64 years, male, white, stage:i, alive, 1834 days	1426.6
TCGA-AK-3451-01A	48 years, male, white, stage:ii, alive, 2868 days	1421.0
TCGA-CZ-5987-01A	60 years, male, white, stage:iv, dead, 445 days	1415.0
TCGA-IA-A83V-01A	63 years, male, white, stage:i, dead, 2941 days	1405.7
TCGA-B0-5706-01A	45 years, male, white, stage:ii, alive, 3205 days	1402.5
TCGA-B8-A54I-01A	48 years, male, black or african american, stage:i, alive, 150 days	1392.3
TCGA-BP-5009-01A	52 years, male, white, stage:i, dead, 1092 days	1386.0
TCGA-CJ-6027-01A	77 years, male, white, stage:i, dead, 3615 days	1379.3
TCGA-A3-3325-01A	52 years, male, white, stage:i, dead, 1170 days	1377.2
TCGA-CJ-4903-01A	50 years, male, white, stage:i, alive, 1559 days	1371.9
TCGA-A3-3323-01A	53 years, male, white, stage:i, alive, 1106 days	1358.6
TCGA-BP-4797-01A	34 years, male, white, stage:iii, alive, 1107 days	1358.0
TCGA-A3-3307-01A	66 years, male, stage:iii, alive, 1436 days	1356.2
TCGA-B8-5549-01A	53 years, male, white, stage:i, alive, 194 days	1353.1
TCGA-A4-7585-01A	67 years, male, white, stage:iii, dead, 1070 days	1347.6
TCGA-B2-5639-01A	46 years, male, white, stage:iv, dead, 1003 days	1327.7
TCGA-B0-4700-01A	60 years, male, white, stage:iv, dead, 1980 days	1325.9
TCGA-BP-4968-01A	40 years, male, white, stage:i, alive, 1746 days	1323.3
TCGA-CJ-5684-01A	61 years, male, white, stage:iii, alive, 2231 days	1312.8
TCGA-BP-4169-01A	76 years, female, white, stage:ii, dead, 701 days	1311.3
TCGA-B9-A69E-01A	71 years, male, white, stage:iii, alive, 452 days	1310.3
TCGA-B8-4622-01A	57 years, male, white, stage:iv, alive, 1525 days	1309.3
TCGA-BP-4762-01A	42 years, male, white, stage:i, dead, 1343 days	1302.1
TCGA-B9-A5W8-01A	50 years, male, black or african american, stage:ii, alive, 524 days	1300.2
TCGA-CJ-4871-01A	63 years, male, white, stage:iv, alive, 2423 days	1297.7
TCGA-BP-4331-01A	52 years, male, white, stage:i, dead, 2454 days	1290.6
TCGA-B8-5545-01A	42 years, male, black or african american, stage:i, alive, 1525 days	1286.9
TCGA-A3-3331-01A	86 years, female, white, stage:i, alive, 1485 days	1282.9
TCGA-B0-4839-01A	80 years, female, white, stage:i, dead, 1639 days	1280.5
TCGA-BP-5198-01A	72 years, male, white, stage:iii, alive, 603 days	1279.7
TCGA-CJ-4886-01A	43 years, female, white, stage:i, alive, 1952 days	1275.9
TCGA-BP-4807-01A	42 years, male, white, stage:i, alive, 211 days	1273.8
TCGA-B8-5550-01A	71 years, male, white, stage:iii, alive, 1476 days	1272.6
TCGA-A3-3373-01A	54 years, female, white, stage:i, alive, 1621 days	1263.6
TCGA-A3-3363-01A	50 years, male, asian, stage:ii, alive, 319 days	1259.1
TCGA-BP-4986-01A	75 years, male, white, stage:i, alive, 785 days	1258.9
TCGA-A3-3357-01A	62 years, male, white, stage:ii, alive, 2688 days	1247.3
TCGA-CJ-6028-01A	58 years, male, white, stage:iv, dead, 1625 days	1245.9
TCGA-CJ-4904-01A	60 years, female, white, stage:iv, alive, 3302 days	1245.4
TCGA-A3-3346-01A	68 years, male, white, stage:i, dead, 137 days	1244.6
TCGA-AK-3458-01A	48 years, male, white, stage:i, alive, 1168 days	1242.3
TCGA-B0-4827-01A	77 years, female, white, stage:iii, dead, 885 days	1239.9
TCGA-BP-5200-01A	44 years, male, white, stage:ii, alive, 1063 days	1235.6
TCGA-A3-A6NN-01A	78 years, male, black or african american, stage:i, alive, 3 days	1235.1
TCGA-BP-4787-01A	59 years, female, white, stage:iv, dead, 480 days	1229.8
TCGA-DW-7838-01A	66 years, male, white, stage:i, alive, 744 days	1225.2
TCGA-BP-4982-01A	42 years, male, white, stage:i, alive, 1014 days	1224.4
TCGA-B4-5377-01A	68 years, female, white, stage:iv, alive, 365 days	1224.4
TCGA-BP-4973-01A	47 years, male, white, stage:iii, alive, 1384 days	1223.8
TCGA-DV-5569-01A	29 years, female, white, stage:i, alive, 355 days	1219.5
TCGA-CJ-4643-01A	67 years, female, white, stage:ii, alive, 1793 days	1214.2
TCGA-A3-A6NL-01A	49 years, female, black or african american, stage:i, alive, 689 days	1211.7
TCGA-CZ-5459-01A	63 years, male, white, stage:iii, alive, 1683 days	1210.4
TCGA-A3-A8OV-01A	75 years, male, black or african american, stage:i, alive, 340 days	1208.6
TCGA-A3-3311-01A	58 years, male, stage:i, dead, 1191 days	1207.8
TCGA-CJ-4881-01A	41 years, male, white, stage:iii, alive, 2014 days	1204.0
TCGA-B8-A54F-01A	49 years, female, black or african american, stage:i, alive, 519 days	1202.5
TCGA-A3-3367-01A	72 years, male, white, stage:i, alive, 2270 days	1200.6
TCGA-CJ-4872-01A	51 years, male, white, stage:i, alive, 326 days	1197.2
TCGA-BP-4782-01A	55 years, female, white, stage:i, alive, 354 days	1196.1
TCGA-BP-5000-01A	40 years, male, white, stage:i, alive, 563 days	1195.9
TCGA-AK-3460-01A	58 years, male, white, stage:i, alive, 2508 days	1192.4
TCGA-B0-4698-01A	75 years, male, white, stage:iv, dead, 42 days	1188.8
TCGA-B0-4712-01A	76 years, male, white, stage:iv, dead, 1337 days	1187.9
TCGA-CZ-5451-01A	74 years, male, white, stage:ii, alive, 1929 days	1185.1
TCGA-B0-4823-01A	88 years, male, white, stage:i, dead, 454 days	1182.4
TCGA-CZ-5458-01A	43 years, male, white, stage:iii, alive, 2789 days	1176.8
TCGA-AK-3428-01A	62 years, male, white, stage:iii, alive, 3728 days	1170.9
TCGA-CJ-4868-01A	42 years, male, white, stage:iv, dead, 646 days	1170.8
TCGA-A3-3316-01A	57 years, male, white, stage:ii, alive, 1493 days	1168.9
TCGA-EU-5906-01A	55 years, male, white, stage:i, alive, 206 days	1166.6
TCGA-CZ-5462-01A	83 years, male, white, stage:iv, dead, 311 days	1164.7
TCGA-BP-5195-01A	75 years, male, white, stage:i, alive, 749 days	1162.3
TCGA-CJ-5676-01A	47 years, male, white, stage:iii, alive, 4067 days	1159.4
TCGA-B8-5158-01A	56 years, male, white, stage:iii, alive, 1218 days	1158.7
TCGA-B0-4818-01A	68 years, female, white, stage:ii, dead, 510 days	1156.4
TCGA-CZ-5986-01A	61 years, male, white, stage:i, alive, 373 days	1153.9
TCGA-A3-3335-01A	41 years, male, white, stage:ii, alive, 1886 days	1151.6
TCGA-B0-5113-01A	69 years, female, white, stage:iii, alive, 1175 days	1150.4
TCGA-B2-4101-01A	52 years, male, white, stage:ii, alive, 648 days	1147.2
TCGA-B8-4620-01A	70 years, female, white, stage:iii, alive, 777 days	1143.6
TCGA-BP-5199-01A	58 years, male, white, stage:ii, alive, 1355 days	1132.0
TCGA-CZ-5460-01A	55 years, male, white, stage:iv, alive, 2873 days	1126.6
TCGA-KO-8405-01A	29 years, male, white, stage:iii, alive, 3056 days	1121.6
TCGA-CJ-4892-01A	65 years, female, white, stage:i, alive, 1521 days	1121.3
TCGA-CW-5584-01A	74 years, male, white, stage:iii, dead, 164 days	1117.6
TCGA-B8-5552-01B	41 years, female, white, stage:i, alive, 1046 days	1117.4
TCGA-B8-4151-01A	51 years, female, white, stage:iii, alive, 1299 days	1114.0
TCGA-V9-A7HT-01A	67 years, male, black or african american, stage:ii, alive, 965 days	1113.3
TCGA-P4-A5EA-01A	54 years, female, white, stage:iii, dead, 201 days	1112.1
TCGA-BP-4335-01A	65 years, female, white, stage:iv, dead, 475 days	1108.2
TCGA-BP-4166-01A	69 years, male, white, stage:iii, alive, 13 days	1106.4
TCGA-CJ-4902-01A	61 years, male, white, stage:iii, alive, 1520 days	1106.4
TCGA-A3-3372-01A	64 years, male, white, stage:iii, alive, 735 days	1104.1
TCGA-B0-4810-01A	47 years, male, white, stage:iii, dead, 478 days	1096.7
TCGA-A3-3306-01A	67 years, male, white, stage:i, alive, 1120 days	1095.0
TCGA-A3-A6NI-01A	47 years, male, black or african american, stage:i, alive, 1018 days	1094.2
TCGA-A3-3365-01A	46 years, male, white, stage:i, alive, 873 days	1094.0
TCGA-B0-5400-01A	59 years, female, white, stage:iii, alive, 1733 days	1088.2
TCGA-B0-5402-01A	64 years, male, white, stage:iv, alive, 1290 days	1086.3
TCGA-BP-5202-01A	75 years, male, white, stage:iii, alive, 29 days	1085.8
TCGA-UZ-A9PM-01A	62 years, male, white, stage:ii, alive, 3811 days	1081.8
TCGA-B8-4143-01A	66 years, female, white, stage:iv, dead, 709 days	1081.0
TCGA-B0-5096-01A	72 years, female, white, stage:iii, dead, 68 days	1079.0
TCGA-BP-4345-01A	62 years, male, white, stage:iii, alive, 1516 days	1078.7
TCGA-DW-7841-01A	61 years, male, black or african american, stage:i, alive, 445 days	1071.9
TCGA-BP-4977-01A	57 years, male, white, stage:i, alive, 454 days	1071.9
TCGA-B4-5835-01A	64 years, female, white, stage:i, alive, 16 days	1068.9
TCGA-B0-4697-01A	46 years, female, white, stage:iv, dead, 578 days	1068.5
TCGA-B0-5699-01A	53 years, male, white, stage:i, alive, 3841 days	1066.6
TCGA-B0-5399-01A	46 years, male, white, stage:i, alive, 1411 days	1062.8
TCGA-B0-5702-01A	71 years, male, white, stage:i, alive, 2172 days	1058.0
TCGA-A3-3324-01A	51 years, male, white, stage:i, alive, 1186 days	1050.4
TCGA-B3-8121-01A	48 years, female, black or african american, stage:i, alive, 379 days	1046.2
TCGA-A3-3352-01A	male, white, stage:iii, dead, 561 days	1045.9
TCGA-BP-5184-01A	54 years, male, white, stage:i, alive, 1133 days	1044.3
TCGA-B0-4833-01A	82 years, female, white, stage:i, dead, 2386 days	1041.6
TCGA-B0-5097-01A	59 years, female, white, stage:iii, alive, 665 days	1034.6
TCGA-AK-3434-01A	72 years, male, white, stage:i, alive, 2087 days	1034.6
TCGA-B0-4849-01A	51 years, male, white, stage:iii, dead, 69 days	1030.5
TCGA-J7-8537-01A	37 years, female, asian, stage:iii, dead, 321 days	1023.1
TCGA-CJ-4918-01A	64 years, male, white, stage:iv, dead, 93 days	1022.8
TCGA-BQ-7048-01A	64 years, male, white, stage:iii, alive, 2839 days	1022.4
TCGA-PJ-A5Z8-01A	60 years, female, white, stage:i, alive, 600 days	1018.2
TCGA-CZ-4866-01A	79 years, female, white, stage:i, alive, 3267 days	1014.8
TCGA-Y8-A898-01A	69 years, male, white, stage:i, alive, 475 days	1014.3
TCGA-BP-5008-01A	46 years, male, white, stage:i, alive, 1071 days	1013.6
TCGA-B0-5700-01A	77 years, male, white, stage:i, alive, 1790 days	1013.5
TCGA-CZ-4853-01A	82 years, male, white, stage:i, alive, 774 days	1004.7
TCGA-BP-4971-01A	40 years, male, white, stage:iii, alive, 1487 days	1000.8
TCGA-DV-5568-01A	26 years, male, white, stage:i, alive, 370 days	993.0
TCGA-B0-5120-01A	72 years, female, white, stage:i, alive, 1169 days	991.1
TCGA-BP-5006-01A	61 years, male, white, stage:i, alive, 840 days	986.5
TCGA-B0-5077-01A	77 years, male, white, stage:i, dead, 1317 days	983.3
TCGA-KO-8413-01A	46 years, male, white, stage:i, alive, 3038 days	982.3
TCGA-J7-6720-01A	42 years, male, asian, stage:i, alive, 388 days	981.3
TCGA-2Z-A9JK-01A	50 years, male, white, stage:iii, alive, 1186 days	970.5
TCGA-B0-5711-01A	50 years, male, white, stage:iii, alive, 3989 days	968.6
TCGA-B0-4819-01A	60 years, female, white, stage:iv, dead, 183 days	965.5
TCGA-BP-4960-01A	46 years, male, white, stage:ii, alive, 2172 days	964.0
TCGA-A3-3319-01A	70 years, male, white, stage:i, alive, 1130 days	962.1
TCGA-BP-4781-01A	78 years, male, white, stage:i, alive, 2080 days	960.1
TCGA-B0-5107-01A	65 years, female, white, stage:iv, dead, 927 days	959.6
TCGA-EU-5905-01A	67 years, female, white, stage:i, alive, 119 days	957.9
TCGA-DZ-6134-01A	69 years, male, white, stage:i, alive, 1856 days	955.0
TCGA-B0-5696-01A	70 years, male, white, stage:iii, alive, 2609 days	954.8
TCGA-B0-5713-01A	75 years, female, white, stage:iii, alive, 2782 days	952.2
TCGA-B4-5836-01A	61 years, female, white, stage:i, alive, 141 days	950.0
TCGA-BP-4964-01A	55 years, female, white, stage:i, alive, 1862 days	949.4
TCGA-B0-5701-01A	65 years, male, white, stage:iii, alive, 2461 days	949.0
TCGA-A3-3374-01A	51 years, female, black or african american, stage:i, alive, 1314 days	949.0
TCGA-CJ-4907-01A	58 years, male, white, stage:iii, alive, 1499 days	945.7
TCGA-5P-A9K8-01A	51 years, female, white, alive, 1309 days	945.0
TCGA-B0-5088-01A	53 years, male, white, stage:i, dead, 563 days	944.3
TCGA-B0-5691-01A	66 years, female, white, stage:i, alive, 3431 days	942.7
TCGA-B0-4701-01A	66 years, female, white, stage:iv, dead, 238 days	941.3
TCGA-BP-5196-01A	54 years, male, white, stage:i, alive, 1018 days	940.1
TCGA-CW-5590-01A	51 years, male, white, stage:iv, dead, 1075 days	935.5
TCGA-A3-3382-01A	69 years, male, white, stage:i, alive, 574 days	934.7
TCGA-3Z-A93Z-01A	69 years, male, black or african american, stage:i, alive, 385 days	931.8
TCGA-BP-4344-01A	75 years, female, white, stage:i, alive, 1666 days	929.6
TCGA-BP-5170-01A	55 years, male, white, stage:i, alive, 2412 days	929.2
TCGA-BP-5007-01A	46 years, male, white, stage:ii, alive, 1140 days	927.5
TCGA-2Z-A9J5-01A	80 years, male, white, stage:ii, alive, 3050 days	927.3
TCGA-B9-4115-01A	53 years, male, black or african american, stage:i, alive, 803 days	920.9
TCGA-BQ-5877-01A	60 years, male, black or african american, stage:iv, dead, 270 days	920.9
TCGA-BP-4340-01A	70 years, female, white, stage:i, dead, 562 days	920.2
TCGA-BP-4975-01A	40 years, male, white, stage:i, alive, 1433 days	916.6
TCGA-BP-4965-01A	46 years, male, white, stage:i, alive, 1871 days	916.3
TCGA-B8-5159-01A	61 years, female, white, stage:i, alive, 722 days	911.6
TCGA-CJ-4882-01A	57 years, male, black or african american, stage:iii, alive, 1883 days	911.0
TCGA-AS-3778-01A	35 years, male, white, stage:i, alive, 43 days	907.0
TCGA-5P-A9JW-01A	64 years, male, white, alive, 3241 days	905.6
TCGA-BP-4981-01A	75 years, female, white, stage:iii, dead, 1097 days	904.6
TCGA-B8-4146-01B	41 years, female, white, stage:i, alive, 511 days	900.0
TCGA-DW-7834-01A	53 years, male, white, stage:i, alive, 3950 days	895.1
TCGA-B9-4113-01A	64 years, male, black or african american, stage:i, dead, 1536 days	895.0
TCGA-B0-5115-01A	43 years, male, white, stage:iv, alive, 1604 days	892.8
TCGA-B8-A8YJ-01A	60 years, female, black or african american, stage:i, alive, 431 days	892.5
TCGA-B0-4837-01A	63 years, male, white, stage:i, dead, 1378 days	892.0
TCGA-2Z-A9JM-01A	28 years, male, white, stage:i, alive, 934 days	889.9
TCGA-BP-5168-01A	75 years, male, white, stage:i, dead, 1463 days	889.2
TCGA-BQ-7062-01A	64 years, male, black or african american, stage:i, alive, 116 days	887.5
TCGA-BP-5004-01A	53 years, male, white, stage:i, alive, 1126 days	885.6
TCGA-CZ-4857-01A	56 years, male, white, stage:iv, dead, 1432 days	880.7
TCGA-CJ-5689-01A	90 years, male, white, stage:i, dead, 1620 days	879.1
TCGA-BP-4803-01A	79 years, male, white, stage:iii, alive, 204 days	877.1
TCGA-UZ-A9PO-01A	80 years, male, white, stage:i, alive, 1911 days	870.0
TCGA-B0-5812-01A	53 years, male, white, stage:i, alive, 3834 days	869.7
TCGA-BP-5181-01A	58 years, female, white, stage:i, alive, 1495 days	865.2
TCGA-B0-4693-01A	73 years, female, white, stage:iii, dead, 77 days	863.0
TCGA-CZ-5989-01A	60 years, male, white, stage:ii, alive, 1905 days	861.1
TCGA-A3-3320-01A	52 years, female, white, stage:i, alive, 1508 days	859.3
TCGA-B8-A54H-01A	69 years, female, black or african american, stage:ii, alive, 256 days	858.2
TCGA-GL-A9DD-01A	69 years, male, white, stage:i, alive, 341 days	857.8
TCGA-AK-3456-01A	48 years, male, black or african american, stage:ii, alive, 1143 days	855.2
TCGA-B0-4852-01A	78 years, female, white, stage:ii, dead, 1121 days	851.6
TCGA-BP-4987-01A	41 years, female, asian, stage:i, alive, 1124 days	848.3
TCGA-B0-5110-01A	71 years, female, white, stage:i, alive, 2009 days	847.1
TCGA-B0-4836-01A	61 years, male, white, stage:iv, dead, 1238 days	846.2
TCGA-CJ-4899-01A	42 years, male, asian, stage:i, alive, 1528 days	841.9
TCGA-CJ-4908-01A	38 years, male, white, stage:i, alive, 1531 days	834.9
TCGA-B0-4718-01A	57 years, male, white, stage:iii, alive, 1778 days	832.9
TCGA-CJ-4897-01A	79 years, female, white, stage:iii, alive, 3341 days	832.5
TCGA-G6-A8L6-01A	55 years, male, black or african american, stage:iv, dead, 313 days	832.5
TCGA-CW-5580-01A	73 years, female, white, stage:iv, dead, 1964 days	827.4
TCGA-B8-4621-01A	63 years, male, black or african american, stage:i, alive, 788 days	824.1
TCGA-IZ-A6M8-01A	69 years, male, black or african american, stage:i, alive, 497 days	820.7
TCGA-BP-5176-01A	78 years, female, white, stage:i, dead, 1590 days	819.0
TCGA-B8-A54J-01A	60 years, male, black or african american, stage:ii, alive, 528 days	813.3
TCGA-B2-5633-01B	56 years, male, white, stage:i, alive, 963 days	812.7
TCGA-A3-3317-01A	67 years, male, stage:ii, alive, 1491 days	811.9
TCGA-BQ-7060-01A	53 years, male, american indian or alaska native, stage:i, alive, 214 days	808.9
TCGA-B2-4098-01A	72 years, female, black or african american, stage:i, dead, 51 days	808.4
TCGA-BP-4770-01A	73 years, female, white, stage:iv, dead, 329 days	807.9
TCGA-Y8-A897-01A	68 years, female, white, stage:i, alive, 549 days	805.6
TCGA-B0-4703-01A	51 years, male, white, stage:iv, dead, 182 days	800.6
TCGA-B0-4699-01A	74 years, male, white, stage:iv, dead, 110 days	800.5
TCGA-BQ-5889-01A	63 years, male, white, stage:iv, dead, 329 days	799.6
TCGA-A3-3380-01A	54 years, male, stage:i, alive, 567 days	798.9
TCGA-B8-A7U6-01A	54 years, female, black or african american, stage:i, alive, 495 days	798.8
TCGA-B0-5710-01A	57 years, male, white, stage:i, alive, 2430 days	797.5
TCGA-HE-A5NF-01A	58 years, male, stage:i, alive, 2582 days	796.2
TCGA-MW-A4EC-01A	73 years, female, black or african american, stage:i, alive, 498 days	794.7
TCGA-CZ-5467-01A	86 years, female, white, stage:iii, dead, 73 days	791.2
TCGA-DV-5566-01A	67 years, female, white, stage:i, alive, 1398 days	789.1
TCGA-A3-3322-01A	51 years, male, white, stage:i, alive, 1478 days	781.9
TCGA-F9-A97G-01A	79 years, male, asian, stage:iii, alive, 13 days	781.8
TCGA-CJ-4885-01A	64 years, male, white, stage:iv, alive, 3451 days	780.7
TCGA-BP-4163-01A	60 years, female, white, stage:iii, alive, 2839 days	779.6
TCGA-B2-A4SR-01A	62 years, male, black or african american, stage:ii, alive, 507 days	776.7
TCGA-CZ-5468-01A	84 years, male, white, stage:iv, dead, 59 days	774.3
TCGA-B0-5694-01A	71 years, male, white, stage:iii, dead, 480 days	772.3
TCGA-2Z-A9JI-01A	38 years, male, white, stage:iii, alive, 1567 days	772.1
TCGA-A4-A48D-01A	85 years, male, black or african american, stage:i, alive, 379 days	771.1
TCGA-CJ-4920-01A	64 years, female, white, stage:i, dead, 139 days	770.2
TCGA-BP-4159-01A	70 years, male, white, stage:i, dead, 2601 days	768.2
TCGA-BP-5194-01A	39 years, male, white, stage:i, alive, 408 days	761.8
TCGA-BP-4993-01A	58 years, male, white, stage:i, alive, 177 days	759.4
TCGA-BP-4775-01A	55 years, female, white, stage:i, alive, 1843 days	758.2
TCGA-A3-A8OW-01A	37 years, male, black or african american, stage:iii, alive, 323 days	757.6
TCGA-CJ-5683-01A	78 years, male, white, stage:i, alive, 1889 days	757.1
TCGA-BP-4165-01A	64 years, female, white, stage:i, alive, 3037 days	754.6
TCGA-A3-A8CQ-01A	59 years, female, black or african american, stage:i, alive, 3 days	753.6
TCGA-A3-3376-01A	51 years, male, black or african american, stage:i, dead, 1696 days	753.2
TCGA-MH-A562-01A	57 years, male, black or african american, stage:i, alive, 616 days	752.9
TCGA-EV-5903-01A	57 years, male, white, stage:i, alive, 757 days	752.4
TCGA-MM-A84U-01A	58 years, female, black or african american, stage:i, alive, 700 days	749.4
TCGA-CJ-6032-01A	63 years, female, white, stage:ii, alive, 3639 days	744.9
TCGA-A4-7997-01A	67 years, male, white, stage:i, alive, 927 days	740.9
TCGA-B9-A8YH-01A	52 years, male, black or african american, stage:i, alive, 532 days	737.2
TCGA-B0-5119-01A	61 years, female, white, stage:i, alive, 1552 days	735.6
TCGA-BP-4164-01A	51 years, female, white, stage:iii, dead, 992 days	734.8
TCGA-EU-5904-01A	47 years, female, white, stage:i, alive, 551 days	733.8
TCGA-A3-3308-01A	77 years, female, white, stage:iii, alive, 16 days	733.5
TCGA-BP-4995-01A	68 years, male, white, stage:i, alive, 1371 days	733.2
TCGA-BQ-5892-01A	51 years, male, white, stage:i, alive, 364 days	732.9
TCGA-BP-4967-01A	76 years, male, white, stage:iii, alive, 205 days	731.9
TCGA-B0-5102-01A	74 years, female, white, stage:i, dead, 2764 days	731.5
TCGA-A4-7996-01A	61 years, female, white, stage:i, alive, 506 days	731.1
TCGA-BP-4799-01A	70 years, male, white, stage:iii, dead, 1133 days	726.6
TCGA-GL-A4EM-01A	62 years, male, white, stage:i, alive, 32 days	724.0
TCGA-BP-4347-01A	74 years, male, white, stage:iii, alive, 1367 days	723.5
TCGA-DV-5565-01A	59 years, male, white, stage:i, alive, 1329 days	720.8
TCGA-CJ-4634-01A	60 years, female, white, stage:i, alive, 3498 days	719.0
TCGA-MH-A855-01A	52 years, female, black or african american, stage:ii, alive, 369 days	716.4
TCGA-AK-3431-01A	62 years, female, white, stage:ii, dead, 2241 days	713.9
TCGA-CJ-4875-01A	67 years, male, white, stage:iv, dead, 3554 days	712.0
TCGA-SX-A7SP-01A	66 years, female, white, stage:i, dead, 496 days	707.5
TCGA-B3-3925-01A	52 years, male, white, stage:iii, alive, 1029 days	705.6
TCGA-CW-5581-01A	44 years, male, white, stage:i, alive, 2799 days	703.9
TCGA-BP-4158-01A	69 years, male, white, stage:i, alive, 3377 days	702.9
TCGA-BP-4766-01A	43 years, female, white, stage:i, alive, 1462 days	701.3
TCGA-BP-4991-01A	54 years, male, white, stage:i, alive, 1413 days	701.2
TCGA-B9-4117-01A	48 years, female, black or african american, alive, 14 days	698.3
TCGA-P4-A5ED-01A	51 years, male, white, stage:i, alive, 2816 days	697.6
TCGA-CZ-4860-01A	60 years, male, white, stage:iv, dead, 206 days	694.9
TCGA-DW-7837-01A	43 years, male, black or african american, stage:i, alive, 1142 days	693.6
TCGA-B0-5104-01A	90 years, female, white, stage:i, dead, 2752 days	691.2
TCGA-B8-5165-01A	43 years, male, white, stage:i, alive, 737 days	685.6
TCGA-B0-4814-01A	58 years, male, white, stage:iv, dead, 168 days	679.9
TCGA-BP-5186-01A	50 years, female, white, stage:i, alive, 693 days	679.1
TCGA-BP-5169-01A	70 years, male, white, stage:i, alive, 193 days	678.1
TCGA-A4-A5XZ-01A	65 years, female, white, stage:ii, alive, 479 days	677.5
TCGA-A4-7286-01A	42 years, male, white, alive, 554 days	676.1
TCGA-GK-A6C7-01A	77 years, female, black or african american, stage:i, alive, 61 days	672.6
TCGA-B0-4842-01A	74 years, female, white, stage:iii, dead, 1724 days	672.2
TCGA-BP-4976-01A	77 years, male, white, stage:i, alive, 1632 days	668.9
TCGA-BP-4342-01A	79 years, male, white, stage:ii, dead, 2256 days	667.6
TCGA-CJ-5682-01A	60 years, male, white, stage:iv, alive, 3736 days	665.7
TCGA-B1-A655-01A	77 years, female, white, stage:i, alive, 510 days	662.9
TCGA-CZ-5988-01A	38 years, male, white, stage:i, alive, 693 days	662.0
TCGA-B1-A657-01A	54 years, male, white, stage:i, alive, 641 days	656.3
TCGA-A4-A6HP-01A	66 years, male, white, stage:i, alive, 379 days	652.7
TCGA-BP-4763-01A	79 years, female, white, stage:i, dead, 1270 days	651.5
TCGA-CJ-6033-01A	54 years, female, white, stage:iv, dead, 224 days	649.0
TCGA-GL-A9DE-01A	74 years, male, black or african american, stage:i, alive, 496 days	646.1
TCGA-BP-4774-01A	57 years, female, white, stage:i, alive, 1885 days	644.3
TCGA-CZ-5465-01A	76 years, female, stage:iii, dead, 2564 days	643.4
TCGA-AK-3436-01A	40 years, male, white, stage:iv, alive, 3331 days	641.8
TCGA-BP-4776-01A	52 years, male, white, stage:i, alive, 411 days	641.0
TCGA-BP-4338-01A	43 years, male, white, stage:i, alive, 2859 days	637.1
TCGA-B0-5712-01A	68 years, female, black or african american, stage:iv, alive, 2722 days	634.2
TCGA-BP-5175-01A	60 years, male, white, stage:i, alive, 932 days	634.0
TCGA-IA-A83S-01A	81 years, male, white, dead, 2609 days	633.1
TCGA-BP-4999-01A	56 years, male, white, stage:i, alive, 1266 days	631.7
TCGA-5P-A9K6-01A	64 years, male, white, alive, 1914 days	631.5
TCGA-2Z-A9JN-01A	50 years, female, black or african american, stage:i, alive, 740 days	630.9
TCGA-A3-3362-01A	60 years, female, white, stage:i, alive, 1559 days	629.1
TCGA-BP-5190-01A	61 years, male, white, stage:i, alive, 1011 days	628.2
TCGA-CJ-4876-01A	57 years, male, white, stage:ii, alive, 1955 days	623.7
TCGA-B4-5834-01A	59 years, male, white, stage:i, alive, 26 days	621.9
TCGA-B0-4691-01A	55 years, male, white, stage:iv, dead, 139 days	620.9
TCGA-BP-4795-01A	74 years, female, white, stage:i, alive, 620 days	617.7
TCGA-AK-3450-01A	85 years, female, white, stage:i, alive, 1779 days	616.8
TCGA-A4-8516-01A	62 years, male, white, stage:iii, alive, 23 days	612.7
TCGA-MH-A561-01A	66 years, male, white, stage:i, alive, 841 days	610.5
TCGA-B4-5832-01A	65 years, male, white, stage:iii, alive, 155 days	609.7
TCGA-DZ-6135-01A	45 years, male, stage:i, alive, 2269 days	609.6
TCGA-IA-A83W-01A	70 years, male, white, stage:i, dead, 2043 days	608.1
TCGA-CZ-4859-01A	59 years, female, white, stage:i, alive, 1787 days	607.9
TCGA-AK-3461-01A	72 years, male, white, stage:i, alive, 2217 days	605.3
TCGA-CJ-5680-01A	65 years, female, white, stage:iv, dead, 768 days	604.8
TCGA-P4-AAVK-01A	74 years, male, white, stage:iii, alive, 1590 days	604.3
TCGA-B0-4844-01A	60 years, male, white, stage:iv, dead, 313 days	601.5
TCGA-EV-5901-01A	47 years, female, white, stage:i, alive, 1040 days	599.0
TCGA-HE-A5NL-01A	51 years, male, stage:i, alive, 767 days	598.3
TCGA-BQ-5884-01A	59 years, female, black or african american, stage:i, alive, 792 days	596.7
TCGA-CW-6088-01A	60 years, male, white, stage:i, alive, 3222 days	592.7
TCGA-BQ-5881-01A	69 years, male, white, stage:i, alive, 1454 days	592.3
TCGA-2Z-A9JT-01A	71 years, male, white, stage:i, alive, 684 days	591.5
TCGA-BP-4765-01A	43 years, male, white, stage:i, alive, 2184 days	585.3
TCGA-B0-5695-01A	61 years, female, white, stage:i, alive, 2150 days	580.0
TCGA-KN-8425-01A	53 years, male, white, stage:i, alive, 3179 days	577.4
TCGA-A3-3349-01A	34 years, female, white, stage:i, alive, 1385 days	577.0
TCGA-A3-3385-01A	46 years, female, white, stage:i, alive, 1993 days	576.3
TCGA-B4-5843-01A	45 years, male, white, stage:i, alive, 11 days	576.2
TCGA-DV-A4W0-01A	55 years, male, black or african american, stage:i, alive, 2470 days	572.9
TCGA-2Z-A9JR-01A	57 years, male, white, stage:i, alive, 161 days	571.3
TCGA-BP-5187-01A	54 years, male, white, stage:i, alive, 406 days	569.8
TCGA-5P-A9JV-01A	49 years, male, white, alive, 2043 days	569.2
TCGA-BQ-7046-01A	61 years, male, white, stage:i, alive, 2948 days	561.0
TCGA-WN-AB4C-01A	female, white, stage:i, alive, 1188 days	560.4
TCGA-B9-5156-01A	51 years, male, white, alive, 1338 days	559.3
TCGA-B0-5707-01A	39 years, female, white, stage:i, alive, 3744 days	554.8
TCGA-B4-5838-01A	52 years, male, white, alive, 166 days	552.9
TCGA-SX-A7SN-01A	52 years, male, white, stage:i, alive, 578 days	550.0
TCGA-A4-7583-01A	60 years, male, black or african american, stage:i, alive, 3 days	549.0
TCGA-G7-7502-01A	83 years, male, white, stage:i, alive, 786 days	544.5
TCGA-BQ-7045-01A	78 years, male, black or african american, stage:i, dead, 1468 days	544.3
TCGA-G7-6792-01A	40 years, male, black or african american, stage:i, alive, 2765 days	543.7
TCGA-CJ-4905-01A	62 years, female, white, stage:i, alive, 1496 days	542.4
TCGA-IA-A40U-01A	56 years, male, white, stage:iii, alive, 511 days	542.0
TCGA-6D-AA2E-01A	68 years, female, black or african american, stage:i, alive, 362 days	539.1
TCGA-CZ-4854-01A	68 years, male, white, stage:i, dead, 1404 days	537.7
TCGA-KL-8333-01A	69 years, male, white, stage:ii, alive, 2991 days	537.5
TCGA-B0-4945-01A	75 years, female, white, stage:i, dead, 2145 days	537.3
TCGA-5P-A9K0-01A	75 years, male, white, alive, 677 days	534.4
TCGA-KO-8404-01A	78 years, male, white, stage:iv, dead, 325 days	534.3
TCGA-G6-A5PC-01A	54 years, female, black or african american, stage:iv, dead, 242 days	532.8
TCGA-B2-5636-01A	79 years, male, white, stage:i, alive, 919 days	532.7
TCGA-5P-A9KH-01A	77 years, male, white, alive, 2051 days	530.2
TCGA-2Z-A9JL-01A	47 years, male, black or african american, stage:i, alive, 1006 days	528.0
TCGA-CJ-4870-01A	58 years, female, black or african american, stage:iii, alive, 1498 days	527.5
TCGA-BP-4994-01A	54 years, male, white, stage:i, alive, 1308 days	525.8
TCGA-KM-8441-01A	61 years, female, white, stage:i, alive, 876 days	523.1
TCGA-BP-4351-01A	51 years, female, white, stage:iii, alive, 970 days	523.0
TCGA-BQ-5894-01A	42 years, male, stage:iv, alive, 84 days	520.2
TCGA-B0-4710-01A	75 years, female, white, stage:iii, alive, 1755 days	519.4
TCGA-B0-5690-01A	53 years, female, white, stage:i, alive, 3392 days	518.1
TCGA-KO-8403-01A	49 years, male, white, stage:i, alive, 3208 days	516.9
TCGA-B0-5080-01A	63 years, male, white, stage:iv, dead, 342 days	515.3
TCGA-T7-A92I-01A	47 years, female, black or african american, stage:i, alive, 356 days	515.0
TCGA-B0-4713-01A	76 years, female, white, stage:iii, dead, 202 days	512.7
TCGA-B0-5693-01A	47 years, female, white, stage:i, alive, 4074 days	512.5
TCGA-BQ-5887-01A	54 years, male, white, stage:iii, alive, 771 days	511.0
TCGA-BQ-7049-01A	45 years, female, white, stage:i, dead, 1364 days	508.6
TCGA-B9-A5W7-01A	47 years, male, black or african american, stage:i, alive, 585 days	508.3
TCGA-B0-5095-01A	81 years, male, white, stage:iii, dead, 245 days	506.0
TCGA-B0-5121-01A	56 years, male, white, stage:i, alive, 1485 days	504.6
TCGA-B8-4153-01B	74 years, male, white, stage:iii, alive, 762 days	504.2
TCGA-2Z-A9JP-01A	63 years, male, white, stage:i, alive, 893 days	502.1
TCGA-Y8-A8RY-01A	63 years, male, white, stage:i, alive, 769 days	501.3
TCGA-CJ-4891-01A	57 years, female, white, stage:iii, dead, 819 days	501.1
TCGA-BP-5174-01A	45 years, female, white, stage:i, alive, 2257 days	499.5
TCGA-CJ-4878-01A	71 years, female, white, stage:iii, alive, 2186 days	498.4
TCGA-EU-5907-01A	81 years, male, white, stage:iii, alive, 127 days	492.9
TCGA-BP-4992-01A	66 years, male, white, stage:i, alive, 501 days	490.2
TCGA-A4-8312-01A	60 years, male, black or african american, stage:i, alive, 708 days	489.3
TCGA-CJ-5681-01A	44 years, female, white, stage:iv, dead, 552 days	485.7
TCGA-5P-A9KA-01A	61 years, male, white, alive, 395 days	483.9
TCGA-BP-4332-01A	36 years, male, white, stage:iii, alive, 1133 days	483.3
TCGA-KL-8329-01A	57 years, female, asian, stage:i, alive, 2752 days	478.7
TCGA-B0-5094-01A	62 years, male, white, stage:iv, dead, 333 days	474.2
TCGA-SX-A7SR-01A	66 years, male, white, stage:ii, alive, 805 days	472.7
TCGA-CZ-5469-01A	41 years, male, white, stage:ii, dead, 946 days	472.0
TCGA-KN-8437-01A	42 years, female, white, stage:i, alive, 3068 days	465.3
TCGA-B0-4822-01A	78 years, male, white, stage:ii, dead, 1111 days	465.0
TCGA-P4-A5E7-01A	74 years, female, white, stage:i, alive, 2649 days	462.2
TCGA-O9-A75Z-01A	44 years, male, white, stage:i, alive, 471 days	462.0
TCGA-B1-7332-01A	61 years, female, black or african american, stage:ii, alive, 1141 days	458.1
TCGA-BP-5001-01A	43 years, female, white, stage:i, alive, 1177 days	456.6
TCGA-KM-8439-01A	30 years, male, white, stage:i, alive, 708 days	456.3
TCGA-B8-5546-01A	38 years, female, black or african american, stage:i, alive, 505 days	455.7
TCGA-BP-4768-01A	72 years, female, white, stage:i, alive, 400 days	455.6
TCGA-B0-5109-01A	69 years, male, white, stage:iii, dead, 587 days	455.5
TCGA-KN-8424-01A	42 years, female, white, stage:i, alive, 1983 days	450.9
TCGA-B0-4688-01A	46 years, male, white, stage:iv, dead, 101 days	450.0
TCGA-P4-AAVM-01A	69 years, male, white, stage:i, alive, 1539 days	447.8
TCGA-DW-7963-01B	43 years, male, black or african american, stage:i, alive, 1240 days	442.3
TCGA-CZ-5982-01A	59 years, female, white, stage:i, alive, 2439 days	441.2
TCGA-A4-8517-01A	71 years, male, white, stage:i, alive, 597 days	440.9
TCGA-BP-4349-01A	68 years, female, white, stage:i, alive, 372 days	440.9
TCGA-Y8-A8RZ-01A	55 years, male, white, stage:i, alive, 112 days	438.4
TCGA-BP-4756-01A	63 years, female, asian, stage:i, alive, 374 days	438.2
TCGA-BP-5177-01A	46 years, female, white, stage:i, alive, 293 days	435.3
TCGA-B0-4813-01A	68 years, male, white, stage:iii, dead, 18 days	435.0
TCGA-A4-A5Y1-01A	75 years, male, white, stage:iii, dead, 395 days	434.0
TCGA-B8-A54E-01A	62 years, female, black or african american, stage:i, alive, 909 days	433.6
TCGA-SX-A7SU-01A	47 years, male, stage:i, alive, 1331 days	433.4
TCGA-KV-A6GE-01A	65 years, male, white, stage:i, alive, 885 days	433.3
TCGA-G7-A4TM-01A	41 years, male, black or african american, stage:i, alive, 768 days	432.4
TCGA-2Z-A9J1-01A	71 years, male, white, stage:i, alive, 2298 days	428.2
TCGA-A4-7732-01A	55 years, male, black or african american, alive, 582 days	427.9
TCGA-BQ-7061-01A	84 years, female, white, stage:i, alive, 218 days	427.8
TCGA-BP-5185-01A	56 years, male, white, stage:i, alive, 1132 days	427.5
TCGA-UZ-A9PX-01A	73 years, male, white, stage:i, alive, 1981 days	423.5
TCGA-BQ-7053-01A	57 years, female, black or african american, stage:iii, alive, 1516 days	421.2
TCGA-BP-4961-01A	47 years, male, white, stage:i, alive, 1935 days	419.8
TCGA-BQ-5890-01A	69 years, male, white, stage:iii, alive, 233 days	417.7
TCGA-CW-5585-01A	51 years, male, white, stage:iv, alive, 2609 days	417.4
TCGA-B0-4828-01A	79 years, male, white, stage:iv, dead, 307 days	415.7
TCGA-B3-A6W5-01A	43 years, male, black or african american, stage:i, alive, 309 days	414.0
TCGA-MH-A857-01A	63 years, male, black or african american, stage:i, alive, 890 days	412.0
TCGA-A4-7734-01A	53 years, female, white, stage:i, alive, 27 days	411.9
TCGA-B0-5085-01A	76 years, female, white, stage:iii, dead, 770 days	411.8
TCGA-5P-A9KC-01A	51 years, female, white, alive, 377 days	411.6
TCGA-SX-A71V-01A	80 years, male, white, stage:i, alive, 876 days	411.2
TCGA-KN-8419-01A	43 years, male, black or african american, stage:ii, alive, 714 days	410.3
TCGA-G7-7501-01A	55 years, female, black or african american, stage:iii, dead, 624 days	409.3
TCGA-B3-4103-01A	56 years, male, white, stage:i, alive, 930 days	406.8
TCGA-5P-A9JZ-01A	51 years, female, white, alive, 2744 days	405.3
TCGA-BP-4326-01A	53 years, female, white, stage:i, dead, 1625 days	404.8
TCGA-CW-5583-01A	51 years, female, white, stage:i, alive, 2489 days	404.1
TCGA-BP-4759-01A	50 years, male, white, stage:i, alive, 2372 days	402.6
TCGA-2Z-A9JJ-01A	69 years, female, white, stage:i, alive, 1213 days	399.2
TCGA-UZ-A9PK-01A	71 years, male, white, stage:i, alive, 3571 days	399.2
TCGA-BP-4761-01A	57 years, male, white, stage:iii, alive, 182 days	399.2
TCGA-KO-8410-01A	74 years, female, white, stage:i, alive, 3136 days	397.4
TCGA-4A-A93W-01A	66 years, female, white, stage:i, alive, 4 days	396.2
TCGA-BP-4985-01A	72 years, male, white, stage:iii, dead, 952 days	395.4
TCGA-BP-4337-01A	76 years, female, white, stage:iii, dead, 2 days	394.0
TCGA-2Z-A9J2-01A	71 years, female, white, stage:i, alive, 1795 days	393.9
TCGA-CW-6093-01A	73 years, male, white, stage:i, alive, 3146 days	393.1
TCGA-BQ-5883-01A	79 years, female, black or african american, stage:i, alive, 1242 days	392.1
TCGA-P4-AAVL-01A	85 years, male, white, stage:iii, dead, 487 days	391.7
TCGA-2Z-A9J8-01A	50 years, male, white, stage:i, alive, 2790 days	388.7
TCGA-CZ-5453-01A	67 years, male, white, stage:ii, dead, 2419 days	387.2
TCGA-Q2-A5QZ-01A	61 years, female, black or african american, stage:iii, alive, 428 days	386.0
TCGA-AK-3454-01A	84 years, male, white, stage:i, alive, 874 days	385.5
TCGA-BP-4969-01A	63 years, female, white, stage:i, alive, 1794 days	383.7
TCGA-MH-A856-01A	54 years, male, white, stage:i, alive, 947 days	383.7
TCGA-B4-5378-01A	62 years, male, white, stage:i, alive, 175 days	381.9
TCGA-5P-A9K3-01A	59 years, male, white, dead, 471 days	381.6
TCGA-B0-4817-01A	81 years, male, white, stage:iii, dead, 1019 days	380.1
TCGA-IA-A40X-01A	49 years, female, black or african american, stage:i, alive, 608 days	375.1
TCGA-SX-A71S-01A	66 years, female, white, stage:i, alive, 1504 days	373.6
TCGA-G7-6793-01A	60 years, female, white, stage:iv, dead, 336 days	371.9
TCGA-B0-4811-01A	48 years, male, white, stage:iii, dead, 1417 days	371.2
TCGA-UZ-A9PR-01A	84 years, male, white, stage:i, alive, 2627 days	369.3
TCGA-5P-A9KE-01A	70 years, male, white, alive, 824 days	369.0
TCGA-CJ-4642-01B	47 years, male, white, stage:ii, alive, 3205 days	366.7
TCGA-B0-4821-01A	68 years, female, asian, stage:iii, dead, 1230 days	364.3
TCGA-B4-5844-01A	61 years, female, white, stage:ii, alive, 7 days	363.4
TCGA-SX-A7SS-01A	67 years, male, white, stage:i, alive, 1615 days	361.2
TCGA-KN-8434-01A	65 years, female, white, stage:ii, alive, 1797 days	360.9
TCGA-F9-A8NY-01A	38 years, female, asian, stage:iv, alive, 36 days	359.7
TCGA-A4-7287-01A	75 years, female, white, stage:i, dead, 597 days	357.5
TCGA-UZ-A9PN-01A	54 years, male, white, stage:iii, dead, 1136 days	356.6
TCGA-BP-4760-01A	69 years, male, black or african american, stage:i, alive, 2361 days	355.5
TCGA-B0-4845-01A	70 years, male, white, stage:iv, dead, 1986 days	355.2
TCGA-DW-5561-01A	51 years, male, black or african american, stage:i, alive, 414 days	354.3
TCGA-BP-4789-01A	48 years, male, white, stage:i, alive, 1489 days	353.9
TCGA-GL-A59T-01A	46 years, male, white, stage:i, alive, 546 days	353.7
TCGA-SX-A7SM-01A	60 years, male, black or african american, stage:iv, dead, 363 days	352.2
TCGA-2Z-A9JG-01A	64 years, male, white, stage:i, alive, 1662 days	352.1
TCGA-2Z-A9J6-01A	61 years, male, white, stage:i, alive, 1731 days	351.0
TCGA-BP-4784-01A	67 years, female, white, stage:i, alive, 1854 days	348.6
TCGA-B1-A654-01A	43 years, female, black or african american, stage:i, alive, 616 days	348.3
TCGA-A4-8310-01A	58 years, male, white, stage:iii, alive, 780 days	348.2
TCGA-BQ-5882-01A	54 years, male, stage:iii, dead, 658 days	347.2
TCGA-UZ-A9Q1-01A	88 years, female, white, stage:i, alive, 1562 days	346.1
TCGA-KM-8639-01A	67 years, male, white, stage:i, alive, 953 days	345.9
TCGA-BP-5010-01A	63 years, male, white, stage:iii, dead, 878 days	345.9
TCGA-A4-A4ZT-01A	71 years, female, white, stage:i, alive, 516 days	345.8
TCGA-BP-5192-01A	59 years, male, white, stage:i, alive, 714 days	339.3
TCGA-BP-4974-01A	58 years, male, white, stage:iv, dead, 211 days	339.1
TCGA-KO-8415-01A	44 years, female, white, stage:i, alive, 2939 days	338.8
TCGA-MM-A564-01A	68 years, male, black or african american, stage:ii, alive, 607 days	335.2
TCGA-MH-A55W-01A	50 years, male, black or african american, stage:i, alive, 1043 days	334.0
TCGA-MH-A55Z-01A	65 years, male, black or african american, stage:i, alive, 845 days	331.8
TCGA-A4-7828-01A	74 years, female, black or african american, stage:i, alive, 238 days	331.6
TCGA-BP-4177-01A	65 years, male, white, stage:i, alive, 1670 days	330.5
TCGA-CJ-4912-01A	61 years, male, white, stage:ii, alive, 1657 days	328.8
TCGA-2Z-A9JO-01A	56 years, female, black or african american, stage:i, alive, 949 days	328.7
TCGA-B9-4617-01A	41 years, male, black or african american, alive, 35 days	325.3
TCGA-KO-8411-01A	58 years, male, white, stage:i, alive, 3958 days	324.6
TCGA-KL-8334-01A	37 years, female, white, stage:iii, alive, 2949 days	323.7
TCGA-HE-A5NH-01A	62 years, male, stage:i, alive, 791 days	322.5
TCGA-BP-4327-01A	75 years, female, white, stage:ii, dead, 109 days	320.6
TCGA-KN-8423-01A	44 years, male, white, stage:i, alive, 788 days	317.5
TCGA-KL-8342-01A	45 years, female, white, stage:ii, alive, 2248 days	316.3
TCGA-BQ-5886-01A	75 years, male, white, stage:iii, alive, 792 days	315.5
TCGA-A3-3313-01A	59 years, male, black or african american, stage:i, dead, 735 days	315.1
TCGA-B2-3923-01A	59 years, male, white, stage:ii, alive, 992 days	314.7
TCGA-B9-A8YI-01A	79 years, male, black or african american, stage:i, alive, 374 days	314.7
TCGA-BP-4355-01A	59 years, female, white, stage:iii, dead, 953 days	314.5
TCGA-DV-A4VX-01A	59 years, male, black or african american, stage:iv, dead, 1626 days	313.8
TCGA-KN-8433-01A	46 years, female, white, stage:iii, alive, 341 days	312.5
TCGA-DV-A4VZ-01A	53 years, male, black or african american, stage:i, alive, 365 days	311.4
TCGA-B0-4843-01A	57 years, male, white, stage:iii, dead, 320 days	309.5
TCGA-BP-4341-01A	67 years, male, white, stage:iii, dead, 1589 days	308.5
TCGA-DW-7840-01A	60 years, male, black or african american, stage:i, alive, 114 days	307.5
TCGA-B3-3926-01A	59 years, female, white, stage:i, alive, 883 days	305.8
TCGA-B0-5703-01A	73 years, male, white, stage:i, alive, 2246 days	303.9
TCGA-P4-A5E6-01A	67 years, male, black or african american, stage:iii, alive, 3035 days	302.4
TCGA-HE-A5NI-01A	73 years, male, stage:i, alive, 360 days	299.8
TCGA-BQ-5880-01A	79 years, male, white, stage:iii, dead, 1314 days	297.1
TCGA-KM-8477-01A	56 years, male, white, stage:i, alive, 1553 days	295.9
TCGA-B1-A47O-01A	54 years, female, white, stage:i, alive, 842 days	295.6
TCGA-SX-A71U-01A	57 years, male, white, stage:i, alive, 1357 days	295.2
TCGA-A4-8098-01A	73 years, male, black or african american, stage:i, alive, 896 days	293.1
TCGA-5P-A9KF-01A	53 years, male, white, alive, 845 days	291.5
TCGA-AK-3447-01A	84 years, male, white, stage:ii, alive, 1217 days	285.7
TCGA-5P-A9JY-01A	79 years, male, white, dead, 1508 days	282.9
TCGA-UZ-A9PU-01A	77 years, male, white, stage:i, dead, 933 days	280.7
TCGA-B0-5116-01A	53 years, male, white, stage:iii, alive, 1274 days	274.5
TCGA-CW-5591-01A	56 years, male, white, stage:iv, alive, 2271 days	274.0
TCGA-AK-3433-01A	48 years, female, white, stage:ii, alive, 3409 days	272.9
TCGA-DV-5576-01A	55 years, female, black or african american, stage:i, dead, 727 days	272.5
TCGA-KL-8336-01A	51 years, female, white, stage:iv, dead, 920 days	272.4
TCGA-Y8-A8S0-01A	58 years, male, white, stage:i, alive, 183 days	271.3
TCGA-5P-A9JU-01A	81 years, male, white, stage:iii, alive, 373 days	271.0
TCGA-BP-4769-01A	63 years, male, white, stage:i, alive, 1876 days	270.6
TCGA-5P-A9K9-01A	59 years, female, white, dead, 589 days	267.9
TCGA-B0-5084-01A	33 years, male, white, stage:iv, dead, 222 days	267.9
TCGA-BQ-5879-01A	32 years, female, white, stage:iii, dead, 697 days	267.6
TCGA-GL-7773-01A	63 years, male, white, stage:i, alive, 393 days	261.6
TCGA-BQ-5888-01A	74 years, female, white, stage:i, alive, 403 days	260.4
TCGA-SX-A71W-01A	66 years, male, white, stage:i, alive, 1076 days	258.8
TCGA-KV-A74V-01A	40 years, male, white, stage:i, alive, 347 days	252.1
TCGA-IZ-A6M9-01A	63 years, male, white, stage:i, alive, 376 days	245.2
TCGA-B0-4841-01A	63 years, male, white, stage:iv, dead, 204 days	244.2
TCGA-KN-8429-01A	38 years, female, white, stage:iii, alive, 2650 days	243.6
TCGA-Y8-A895-01A	74 years, male, white, stage:i, alive, 484 days	243.0
TCGA-BQ-7044-01A	73 years, male, white, stage:iii, alive, 3760 days	242.4
TCGA-A4-A5DU-01A	45 years, female, white, stage:i, alive, 496 days	242.1
TCGA-G7-6796-01A	58 years, male, white, stage:i, alive, 2173 days	240.9
TCGA-G7-A8LE-01A	62 years, male, white, stage:i, alive, 2453 days	240.1
TCGA-P4-A5EB-01A	83 years, male, white, stage:i, alive, 3015 days	240.0
TCGA-BQ-5891-01A	57 years, female, white, stage:iii, alive, 29 days	236.8
TCGA-2Z-A9JQ-01A	66 years, male, white, stage:i, alive, 778 days	235.8
TCGA-B1-A47N-01A	62 years, male, white, stage:i, alive, 1110 days	226.7
TCGA-KL-8332-01A	55 years, male, white, stage:i, alive, 2582 days	226.5
TCGA-GL-A9DC-01A	66 years, female, white, stage:i, alive, 392 days	226.1
TCGA-A4-8518-01A	48 years, male, white, stage:i, alive, 600 days	226.1
TCGA-KN-8426-01A	50 years, male, white, stage:iv, alive, 108 days	223.9
TCGA-G6-A8L8-01A	62 years, female, black or african american, stage:i, dead, 1091 days	223.6
TCGA-KN-8432-01A	86 years, female, white, stage:ii, alive, 76 days	220.0
TCGA-BQ-5878-01A	79 years, female, white, stage:iii, alive, 1938 days	219.8
TCGA-2Z-A9J9-01A	77 years, male, black or african american, stage:i, alive, 2294 days	219.4
TCGA-PJ-A5Z9-01A	80 years, female, white, stage:i, alive, 540 days	218.3
TCGA-CJ-4638-01A	46 years, female, white, stage:iv, dead, 431 days	217.3
TCGA-KO-8407-01A	42 years, male, white, stage:ii, alive, 2820 days	216.9
TCGA-AL-7173-01A	72 years, female, white, stage:iv, alive, 2060 days	214.9
TCGA-KM-8442-01A	38 years, male, stage:ii, alive, 1437 days	212.5
TCGA-BQ-7058-01A	81 years, male, white, stage:iii, dead, 343 days	211.6
TCGA-DV-5567-01A	40 years, female, black or african american, stage:i, alive, 2004 days	211.3
TCGA-KL-8338-01A	51 years, male, white, stage:iii, alive, 2633 days	210.5
TCGA-4A-A93X-01A	58 years, male, white, stage:iv, alive, 390 days	207.7
TCGA-CJ-5679-01A	73 years, male, white, stage:iii, dead, 679 days	205.4
TCGA-B0-5099-01A	88 years, female, white, stage:iii, dead, 485 days	205.4
TCGA-G7-6790-01A	57 years, male, white, stage:i, alive, 1575 days	204.7
TCGA-B1-A47M-01A	79 years, male, black or african american, stage:iii, alive, 659 days	203.8
TCGA-AL-3466-01A	41 years, male, white, stage:iv, dead, 293 days	203.6
TCGA-UN-AAZ9-01A	76 years, female, black or african american, stage:i, alive, 548 days	202.7
TCGA-MH-A560-01A	62 years, male, white, stage:i, alive, 924 days	198.0
TCGA-KO-8414-01A	50 years, female, white, stage:ii, alive, 3212 days	193.5
TCGA-5P-A9K4-01A	54 years, male, white, alive, 2184 days	193.5
TCGA-A4-8515-01A	47 years, male, american indian or alaska native, stage:i, alive, 709 days	192.4
TCGA-GL-6846-01A	52 years, male, white, stage:iv, alive, 5925 days	191.3
TCGA-KN-8427-01A	54 years, male, white, stage:iv, alive, 30 days	191.1
TCGA-BQ-7050-01A	53 years, female, white, stage:i, alive, 1864 days	191.1
TCGA-AS-3777-01A	63 years, male, white, stage:i, alive, 1238 days	188.6
TCGA-B9-4116-01A	75 years, female, black or african american, alive, 627 days	187.4
TCGA-UZ-A9PP-01A	60 years, male, white, stage:i, alive, 3010 days	186.4
TCGA-G7-6789-01A	53 years, female, white, stage:iv, dead, 122 days	179.3
TCGA-GL-A59R-01A	79 years, male, white, stage:iii, alive, 378 days	179.2
TCGA-KO-8409-01A	69 years, male, white, stage:ii, alive, 3180 days	178.7
TCGA-AK-3427-01A	65 years, male, white, stage:i, alive, 3583 days	174.5
TCGA-DW-7836-01A	55 years, male, white, stage:i, alive, 1093 days	174.1
TCGA-AK-3440-01A	58 years, male, white, stage:i, alive, 2865 days	173.3
TCGA-B0-5100-01A	72 years, male, black or african american, stage:iii, dead, 1913 days	173.3
TCGA-IZ-8196-01A	50 years, male, white, stage:i, alive, 649 days	173.2
TCGA-BQ-7056-01A	75 years, female, white, stage:iii, alive, 612 days	172.6
TCGA-SX-A7SQ-01A	48 years, male, white, stage:i, alive, 1266 days	172.0
TCGA-G7-A8LD-01A	71 years, male, white, stage:iii, dead, 514 days	170.9
TCGA-SX-A7SO-01A	64 years, male, white, stage:i, alive, 1257 days	170.4
TCGA-KO-8416-01A	41 years, male, white, stage:iii, alive, 2752 days	170.3
TCGA-DW-7842-01A	52 years, male, white, stage:i, alive, 92 days	166.4
TCGA-P4-AAVO-01A	69 years, male, white, stage:i, alive, 2400 days	166.2
TCGA-F9-A4JJ-01A	35 years, female, black or african american, stage:iii, dead, 325 days	165.0
TCGA-IA-A40Y-01A	60 years, female, white, stage:iii, alive, 62 days	164.3
TCGA-AK-3443-01A	45 years, male, white, stage:ii, alive, 1423 days	161.5
TCGA-BQ-5875-01A	66 years, female, white, stage:iii, alive, 2639 days	161.5
TCGA-GL-8500-01A	63 years, male, white, stage:i, alive, 841 days	160.9
TCGA-B0-4706-01A	61 years, male, white, stage:iii, dead, 65 days	160.7
TCGA-HE-7130-01A	female, stage:iii, alive, 1770 days	159.1
TCGA-F9-A7Q0-01A	37 years, female, asian, stage:i, alive, 398 days	157.3
TCGA-KL-8340-01A	34 years, male, white, stage:ii, alive, 2024 days	156.2
TCGA-UZ-A9Q0-01A	60 years, male, white, stage:i, alive, 3368 days	155.4
TCGA-B8-4619-01A	58 years, male, white, stage:i, alive, 523 days	154.5
TCGA-KO-8406-01A	17 years, female, white, stage:i, alive, 3145 days	151.2
TCGA-A4-7584-01A	59 years, male, black or african american, stage:i, alive, 650 days	150.6
TCGA-UZ-A9PZ-01A	65 years, male, white, stage:iii, alive, 657 days	150.1
TCGA-2Z-A9JS-01A	74 years, male, white, stage:i, dead, 492 days	143.2
TCGA-KL-8325-01A	56 years, female, white, stage:ii, dead, 725 days	140.9
TCGA-BQ-5885-01A	63 years, male, white, stage:iii, alive, 921 days	138.8
TCGA-BQ-5876-01A	75 years, male, white, stage:i, alive, 586 days	136.3
TCGA-B0-4707-01A	63 years, male, white, stage:iii, dead, 600 days	135.8
TCGA-KL-8344-01A	51 years, male, white, stage:iii, alive, 876 days	133.8
TCGA-A4-7288-01A	71 years, female, white, alive, 1857 days	132.6
TCGA-KM-8438-01A	45 years, female, white, stage:ii, alive, 4622 days	132.0
TCGA-B9-7268-01A	59 years, male, white, stage:ii, alive, 671 days	131.6
TCGA-MH-A854-01A	62 years, female, black or african american, stage:i, alive, 536 days	131.5
TCGA-B8-A54K-01A	61 years, male, black or african american, stage:i, alive, 469 days	131.4
TCGA-B9-A5W9-01A	40 years, male, white, stage:i, alive, 5 days	124.8
TCGA-GL-7966-01A	28 years, female, white, stage:iii, alive, 112 days	124.7
TCGA-G7-A8LC-01A	61 years, male, white, stage:i, alive, 702 days	124.6
TCGA-UZ-A9PS-01A	62 years, female, black or african american, stage:ii, alive, 2167 days	123.1
TCGA-KN-8428-01A	71 years, male, white, stage:ii, dead, 1590 days	122.6
TCGA-AL-3468-01A	74 years, male, white, stage:ii, dead, 2331 days	122.5
TCGA-BQ-5893-01A	61 years, male, white, stage:iv, dead, 241 days	122.3
TCGA-B0-4696-01A	58 years, male, white, stage:iii, dead, 866 days	121.1
TCGA-IZ-8195-01A	82 years, male, white, stage:ii, alive, 677 days	120.2
TCGA-BP-4334-01A	56 years, male, white, stage:iii, dead, 645 days	119.8
TCGA-DZ-6133-01A	66 years, female, white, stage:i, dead, 1557 days	119.2
TCGA-A4-8630-01A	59 years, female, white, stage:i, alive, 436 days	118.4
TCGA-KL-8324-01A	67 years, female, white, stage:ii, alive, 4676 days	115.6
TCGA-G7-6797-01A	46 years, male, white, stage:iii, alive, 765 days	114.3
TCGA-B3-4104-01A	75 years, male, white, stage:ii, alive, 1049 days	114.2
TCGA-UZ-A9PJ-01A	78 years, male, white, stage:i, dead, 797 days	112.6
TCGA-KL-8339-01A	67 years, male, white, stage:iv, dead, 855 days	111.7
TCGA-A4-A57E-01A	59 years, male, white, stage:iv, dead, 258 days	110.9
TCGA-AT-A5NU-01A	77 years, male, white, stage:i, alive, 67 days	108.5
TCGA-2Z-A9JE-01A	59 years, male, white, stage:i, alive, 1728 days	106.5
TCGA-AL-A5DJ-01A	55 years, female, white, stage:iii, dead, 1498 days	105.4
TCGA-KL-8335-01A	68 years, male, white, stage:iii, alive, 2815 days	105.3
TCGA-KL-8345-01A	75 years, male, white, stage:iii, alive, 1665 days	104.2
TCGA-KL-8343-01A	72 years, male, white, stage:iii, dead, 2172 days	104.0
TCGA-BQ-7055-01A	73 years, male, white, stage:i, alive, 799 days	102.4
TCGA-A4-8311-01A	60 years, male, white, stage:i, alive, 729 days	101.6
TCGA-F9-A7VF-01A	75 years, female, white, stage:i, alive, 73 days	100.0
TCGA-KL-8331-01A	48 years, female, white, stage:ii, alive, 3010 days	98.5
TCGA-B0-5117-01A	40 years, male, white, stage:i, alive, 1608 days	95.0
TCGA-SX-A71R-01A	51 years, male, white, stage:i, alive, 1457 days	91.5
TCGA-HE-A5NJ-01A	58 years, male, alive, 1726 days	91.0
TCGA-BQ-7051-01A	74 years, male, white, stage:ii, alive, 1533 days	90.4
TCGA-G7-6795-01A	56 years, male, white, stage:i, alive, 1194 days	90.4
TCGA-AK-3465-01A	71 years, female, black or african american, stage:i, alive, 369 days	89.9
TCGA-KM-8440-01A	37 years, male, black or african american, stage:iii, alive, 1366 days	89.2
TCGA-KL-8323-01A	57 years, female, white, stage:iii, dead, 1158 days	89.2
TCGA-KN-8431-01A	35 years, female, stage:ii, alive, 588 days	82.5
TCGA-2Z-A9JD-01A	66 years, male, white, stage:i, alive, 1060 days	82.2
TCGA-DW-5560-01A	38 years, female, white, stage:i, alive, 1486 days	79.0
TCGA-HE-7129-01A	male, stage:ii, alive, 2492 days	78.6
TCGA-AL-3472-01A	57 years, male, black or african american, alive, 2029 days	76.5
TCGA-G6-A8L7-01A	81 years, female, black or african american, stage:i, alive, 2133 days	75.4
TCGA-KN-8418-01A	41 years, female, white, stage:ii, alive, 3935 days	74.6
TCGA-UZ-A9PV-01A	65 years, male, white, stage:i, alive, 1444 days	74.2
TCGA-KM-8476-01A	47 years, male, white, stage:i, alive, 3745 days	73.5
TCGA-KO-8408-01A	47 years, male, white, stage:iii, dead, 507 days	72.9
TCGA-UZ-A9PQ-01A	59 years, male, black or african american, stage:iii, dead, 2624 days	69.8
TCGA-B9-A44B-01A	70 years, male, black or african american, stage:iii, alive, 361 days	68.7
TCGA-KO-8417-01A	30 years, female, white, stage:i, alive, 2815 days	67.2
TCGA-P4-A5E8-01A	57 years, male, white, stage:iii, dead, 1306 days	65.3
TCGA-KN-8436-01A	63 years, male, white, stage:ii, alive, 1288 days	63.9
TCGA-5P-A9K2-01A	62 years, male, white, alive, 2392 days	60.7
TCGA-A3-3328-01A	79 years, male, white, stage:i, alive, 1385 days	58.8
TCGA-B0-5098-01A	53 years, female, black or african american, stage:i, dead, 1584 days	58.5
TCGA-UZ-A9PL-01A	59 years, male, white, stage:ii, alive, 3152 days	56.5
TCGA-B9-5155-01A	71 years, male, white, stage:iii, alive, 665 days	55.7
TCGA-KL-8327-01A	46 years, female, white, stage:i, alive, 4169 days	49.8
TCGA-SX-A7SL-01A	74 years, male, stage:i, alive, 823 days	48.2
TCGA-BP-4352-01A	74 years, female, white, stage:iv, dead, 344 days	47.4
TCGA-KL-8337-01A	26 years, male, black or african american, stage:ii, alive, 1364 days	46.2
TCGA-B0-4834-01A	49 years, male, white, stage:i, dead, 2090 days	44.9
TCGA-G7-A8LB-01A	70 years, male, white, stage:iv, alive, 547 days	41.9
TCGA-2Z-A9J3-01A	67 years, male, white, stage:ii, dead, 1771 days	41.4
TCGA-KN-8435-01A	59 years, male, white, stage:ii, alive, 3498 days	39.6
TCGA-EV-5902-01A	58 years, male, white, stage:i, alive, 578 days	39.4
TCGA-2Z-A9J7-01A	63 years, male, white, stage:iv, dead, 139 days	39.0
TCGA-KL-8330-01A	44 years, female, black or african american, stage:ii, alive, 3304 days	37.7
TCGA-A4-A5Y0-01A	61 years, female, white, stage:i, alive, 252 days	32.8
TCGA-Y8-A894-01A	57 years, female, white, stage:i, alive, 567 days	29.8
TCGA-AL-3471-01A	74 years, male, white, stage:i, dead, 1500 days	28.7
TCGA-KM-8443-01A	58 years, male, white, stage:ii, alive, 1520 days	25.9
TCGA-J7-A8I2-01A	75 years, male, asian, stage:i, alive, 307 days	25.6
TCGA-KL-8326-01A	69 years, male, white, stage:iii, alive, 3322 days	24.0
TCGA-KL-8328-01A	60 years, male, white, stage:ii, alive, 3127 days	22.6
TCGA-KL-8341-01A	41 years, male, asian, stage:iv, dead, 754 days	18.2
TCGA-DW-7839-01A	58 years, female, white, stage:i, alive, 419 days	17.6
TCGA-KN-8421-01A	48 years, female, white, stage:ii, alive, 2674 days	12.1
TCGA-AL-3467-01A	54 years, female, white, alive, 2135 days	6.7
TCGA-KL-8346-01A	62 years, male, white, stage:ii, alive, 1897 days	4.4
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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 HPA050162	Antibody HPA053176	Antibody CAB002798	Antibody CAB015402
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