Expression of CD74 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

CD74 is not prognostic in renal cancer

Stage:

Survival analysis

Current cut offⁱ:
Best expression cut offⁱ: 1102.51
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

1117.0

Number of samples

877

Samples

Sample	Description	FPKM
TCGA-WN-A9G9-01A	male, white, stage:i, alive, 791 days	8019.5
TCGA-CJ-5675-01A	70 years, male, white, stage:ii, alive, 3936 days	5276.6
TCGA-BP-4798-01A	74 years, male, white, dead, 334 days	5246.9
TCGA-B8-A54G-01A	50 years, male, black or african american, stage:i, alive, 53 days	5129.4
TCGA-BP-5173-01A	75 years, male, white, stage:i, dead, 62 days	5008.0
TCGA-CJ-5678-01A	62 years, male, black or african american, stage:iv, dead, 574 days	4987.5
TCGA-AK-3426-01A	37 years, male, white, stage:iii, dead, 885 days	4974.2
TCGA-BP-4173-01A	47 years, male, white, stage:ii, alive, 1893 days	4911.7
TCGA-B0-5092-01A	53 years, female, white, stage:iv, dead, 459 days	4587.3
TCGA-CJ-4869-01A	49 years, male, white, stage:iii, alive, 2554 days	4581.2
TCGA-CJ-5672-01A	84 years, male, white, stage:i, dead, 2190 days	4173.2
TCGA-B0-4697-01A	46 years, female, white, stage:iv, dead, 578 days	4128.6
TCGA-DV-5573-01A	41 years, male, white, stage:i, alive, 1130 days	4097.8
TCGA-CJ-4887-01A	48 years, male, white, stage:iv, dead, 932 days	4090.8
TCGA-CW-6087-01A	61 years, male, white, stage:iv, dead, 41 days	4082.2
TCGA-B8-5551-01A	65 years, female, black or african american, stage:i, alive, 16 days	4064.8
TCGA-BP-5191-01A	80 years, male, white, stage:iii, alive, 967 days	4004.4
TCGA-CJ-4916-01A	69 years, female, white, stage:iii, alive, 1373 days	3886.5
TCGA-AL-3473-01A	55 years, male, white, stage:ii, alive, 1906 days	3868.0
TCGA-CJ-4873-01A	85 years, female, white, stage:iii, alive, 2259 days	3810.2
TCGA-BP-4758-01A	40 years, male, white, stage:i, alive, 2208 days	3790.2
TCGA-BP-4804-01A	59 years, male, white, stage:i, alive, 1459 days	3775.6
TCGA-B0-5692-01A	66 years, female, white, stage:iii, alive, 3944 days	3739.0
TCGA-CZ-4864-01A	86 years, male, white, stage:ii, dead, 2830 days	3701.1
TCGA-BP-4346-01A	57 years, male, white, stage:iii, dead, 1493 days	3696.5
TCGA-BP-5201-01A	63 years, male, white, stage:iv, alive, 951 days	3660.7
TCGA-CW-5587-01A	62 years, female, white, stage:iii, alive, 2226 days	3605.8
TCGA-B0-5400-01A	59 years, female, white, stage:iii, alive, 1733 days	3531.8
TCGA-B8-5164-01A	65 years, male, white, stage:iii, alive, 26 days	3417.2
TCGA-BP-4771-01A	62 years, male, white, stage:iv, dead, 162 days	3409.2
TCGA-AK-3429-01A	54 years, female, white, stage:ii, alive, 3328 days	3397.9
TCGA-CZ-4858-01A	39 years, male, white, stage:ii, dead, 2105 days	3280.3
TCGA-BP-4989-01A	58 years, male, white, stage:iii, alive, 118 days	3273.4
TCGA-B0-5081-01A	80 years, female, white, stage:iii, dead, 362 days	3262.6
TCGA-CJ-4637-01A	52 years, female, white, stage:iv, dead, 2227 days	3258.5
TCGA-CJ-4640-01A	49 years, male, white, stage:iii, alive, 3480 days	3217.8
TCGA-B2-5641-01A	79 years, male, white, stage:i, alive, 656 days	3164.4
TCGA-B0-4700-01A	60 years, male, white, stage:iv, dead, 1980 days	3145.6
TCGA-CZ-5452-01A	69 years, male, white, stage:ii, alive, 1789 days	3133.6
TCGA-CJ-4890-01A	72 years, male, white, stage:iv, alive, 3519 days	3095.4
TCGA-BP-4167-01A	60 years, male, white, stage:iii, alive, 2718 days	3047.8
TCGA-B0-4847-01A	60 years, male, white, stage:iv, dead, 793 days	3029.0
TCGA-AK-3453-01A	58 years, female, white, stage:ii, alive, 2531 days	3027.8
TCGA-4A-A93Y-01A	63 years, female, black or african american, stage:ii, alive, 352 days	3023.1
TCGA-B0-5709-01A	62 years, female, white, stage:iii, alive, 3974 days	2919.8
TCGA-A3-A6NJ-01A	57 years, female, black or african american, stage:i, alive, 468 days	2858.2
TCGA-B8-5162-01A	63 years, male, white, stage:ii, alive, 36 days	2856.9
TCGA-B0-4714-01A	81 years, male, white, stage:iv, dead, 99 days	2854.9
TCGA-B8-5163-01A	63 years, female, white, stage:iii, alive, 822 days	2840.9
TCGA-B0-5705-01A	65 years, female, white, stage:i, alive, 4537 days	2822.0
TCGA-BP-5175-01A	60 years, male, white, stage:i, alive, 932 days	2813.8
TCGA-HE-A5NK-01A	82 years, male, alive, 2228 days	2797.9
TCGA-B0-4842-01A	74 years, female, white, stage:iii, dead, 1724 days	2787.3
TCGA-B1-A656-01A	64 years, male, white, stage:i, alive, 618 days	2742.7
TCGA-B8-4148-01A	63 years, female, white, stage:i, alive, 1520 days	2719.6
TCGA-CJ-4900-01A	69 years, female, white, stage:iv, dead, 1714 days	2698.5
TCGA-CJ-4888-01A	59 years, male, white, stage:iv, dead, 1567 days	2673.8
TCGA-B0-5697-01A	50 years, male, white, stage:i, alive, 2630 days	2673.8
TCGA-CJ-6030-01A	66 years, male, white, stage:i, dead, 2299 days	2666.0
TCGA-CJ-4871-01A	63 years, male, white, stage:iv, alive, 2423 days	2663.7
TCGA-CJ-4641-01A	55 years, female, white, stage:iv, dead, 1661 days	2656.0
TCGA-DZ-6132-01A	69 years, male, stage:i, alive, 2460 days	2627.7
TCGA-B0-4694-01A	72 years, male, white, stage:iii, dead, 106 days	2570.4
TCGA-G6-A5PC-01A	54 years, female, black or african american, stage:iv, dead, 242 days	2548.7
TCGA-CZ-5464-01A	69 years, male, white, stage:iv, alive, 2128 days	2529.4
TCGA-B0-4833-01A	82 years, female, white, stage:i, dead, 2386 days	2491.2
TCGA-BP-4330-01A	60 years, female, black or african american, stage:iii, alive, 1888 days	2455.4
TCGA-B0-4838-01A	69 years, female, white, stage:i, dead, 834 days	2438.3
TCGA-CZ-4863-01A	51 years, female, white, stage:iii, alive, 1928 days	2436.4
TCGA-Y8-A8S1-01A	61 years, male, white, stage:i, alive, 404 days	2420.9
TCGA-B8-A54I-01A	48 years, male, black or african american, stage:i, alive, 150 days	2401.6
TCGA-BP-4981-01A	75 years, female, white, stage:iii, dead, 1097 days	2397.7
TCGA-CJ-4901-01A	47 years, male, white, stage:iii, alive, 1450 days	2395.7
TCGA-A3-3370-01A	48 years, female, white, stage:i, alive, 2274 days	2359.3
TCGA-CZ-5470-01A	72 years, female, stage:ii, alive, 386 days	2333.3
TCGA-A3-3378-01A	60 years, male, white, stage:i, alive, 630 days	2321.8
TCGA-BP-5183-01A	57 years, male, white, stage:iii, alive, 1291 days	2320.9
TCGA-BP-4962-01A	58 years, male, white, stage:ii, alive, 1785 days	2318.7
TCGA-IA-A83T-01A	80 years, male, white, dead, 2684 days	2312.7
TCGA-A3-3351-01A	42 years, male, white, stage:ii, alive, 910 days	2307.1
TCGA-B0-4824-01A	49 years, female, white, stage:i, dead, 1657 days	2300.2
TCGA-CJ-4892-01A	65 years, female, white, stage:i, alive, 1521 days	2294.6
TCGA-BQ-5889-01A	63 years, male, white, stage:iv, dead, 329 days	2282.5
TCGA-BP-4162-01A	65 years, female, white, stage:i, alive, 3074 days	2266.2
TCGA-B0-4815-01A	65 years, male, white, stage:iii, dead, 1588 days	2266.2
TCGA-DV-5574-01A	37 years, male, white, stage:i, alive, 2016 days	2237.2
TCGA-CJ-5676-01A	47 years, male, white, stage:iii, alive, 4067 days	2236.3
TCGA-BP-4968-01A	40 years, male, white, stage:i, alive, 1746 days	2232.5
TCGA-CJ-4636-01A	51 years, male, white, stage:iii, alive, 1924 days	2187.8
TCGA-CJ-4874-01A	73 years, female, white, stage:i, alive, 2283 days	2187.0
TCGA-CJ-4894-01A	58 years, male, white, stage:iii, dead, 841 days	2177.7
TCGA-BQ-7059-01A	71 years, male, white, stage:i, alive, 232 days	2170.1
TCGA-CZ-5455-01A	63 years, male, white, stage:iv, dead, 561 days	2155.8
TCGA-A3-3326-01A	47 years, male, white, stage:i, alive, 1137 days	2154.5
TCGA-CJ-6027-01A	77 years, male, white, stage:i, dead, 3615 days	2154.3
TCGA-P4-A5ED-01A	51 years, male, white, stage:i, alive, 2816 days	2148.6
TCGA-CJ-5684-01A	61 years, male, white, stage:iii, alive, 2231 days	2137.2
TCGA-B0-5075-01A	77 years, female, white, stage:iii, dead, 637 days	2126.8
TCGA-B0-4816-01A	49 years, male, white, stage:ii, dead, 1371 days	2098.0
TCGA-B2-3924-01A	73 years, male, white, stage:i, alive, 1092 days	2097.5
TCGA-B0-5700-01A	77 years, male, white, stage:i, alive, 1790 days	2082.8
TCGA-B1-5398-01A	73 years, male, white, stage:iii, alive, 1251 days	2079.6
TCGA-BP-5178-01A	71 years, male, white, stage:iv, dead, 1912 days	2075.2
TCGA-BP-5182-01A	56 years, male, white, stage:i, alive, 1165 days	2073.8
TCGA-CZ-5984-01A	51 years, male, white, stage:i, alive, 2067 days	2058.7
TCGA-2K-A9WE-01A	53 years, male, white, stage:ii, alive, 214 days	2056.3
TCGA-B9-A69E-01A	71 years, male, white, stage:iii, alive, 452 days	2035.7
TCGA-A3-3346-01A	68 years, male, white, stage:i, dead, 137 days	2022.1
TCGA-BP-5180-01A	53 years, male, white, stage:i, alive, 2263 days	2017.8
TCGA-BP-4777-01A	46 years, male, white, stage:i, alive, 1731 days	2017.3
TCGA-BP-4970-01A	44 years, male, asian, stage:iii, alive, 433 days	1996.2
TCGA-CZ-4862-01A	46 years, male, white, stage:i, alive, 3271 days	1993.9
TCGA-B0-5698-01A	77 years, male, black or african american, stage:i, alive, 3631 days	1986.6
TCGA-AK-3455-01A	71 years, female, white, stage:iii, dead, 683 days	1978.7
TCGA-B8-A54D-01A	69 years, male, black or african american, stage:iii, alive, 830 days	1967.6
TCGA-A3-3383-01A	52 years, male, white, stage:i, alive, 861 days	1961.2
TCGA-BP-5199-01A	58 years, male, white, stage:ii, alive, 1355 days	1958.2
TCGA-Y8-A896-01A	62 years, male, white, stage:iii, alive, 567 days	1953.4
TCGA-CJ-4876-01A	57 years, male, white, stage:ii, alive, 1955 days	1939.1
TCGA-MM-A563-01A	41 years, male, black or african american, alive, 591 days	1935.3
TCGA-B0-5108-01A	54 years, male, white, stage:iii, alive, 1782 days	1933.9
TCGA-BP-5189-01A	60 years, male, white, stage:i, dead, 822 days	1926.9
TCGA-MH-A562-01A	57 years, male, black or african american, stage:i, alive, 616 days	1921.6
TCGA-CJ-4893-01A	76 years, female, white, stage:i, alive, 750 days	1903.3
TCGA-CJ-4872-01A	51 years, male, white, stage:i, alive, 326 days	1898.2
TCGA-CJ-5677-01A	54 years, female, white, stage:iv, dead, 782 days	1896.5
TCGA-BP-4160-01A	67 years, male, white, stage:iii, alive, 2881 days	1882.8
TCGA-CJ-4644-01A	48 years, female, white, stage:iv, dead, 336 days	1874.0
TCGA-KO-8404-01A	78 years, male, white, stage:iv, dead, 325 days	1871.2
TCGA-CJ-5671-01A	51 years, male, white, stage:i, alive, 3987 days	1869.7
TCGA-IA-A83V-01A	63 years, male, white, stage:i, dead, 2941 days	1868.2
TCGA-B0-5107-01A	65 years, female, white, stage:iv, dead, 927 days	1863.2
TCGA-B2-4099-01A	83 years, male, white, stage:i, alive, 972 days	1857.1
TCGA-EU-5905-01A	67 years, female, white, stage:i, alive, 119 days	1834.0
TCGA-B2-5639-01A	46 years, male, white, stage:iv, dead, 1003 days	1817.1
TCGA-CJ-4882-01A	57 years, male, black or african american, stage:iii, alive, 1883 days	1809.4
TCGA-A3-3359-01A	82 years, female, white, stage:i, alive, 2504 days	1802.6
TCGA-B0-4810-01A	47 years, male, white, stage:iii, dead, 478 days	1801.8
TCGA-CZ-5987-01A	60 years, male, white, stage:iv, dead, 445 days	1788.8
TCGA-B8-5550-01A	71 years, male, white, stage:iii, alive, 1476 days	1787.9
TCGA-B0-4690-01A	65 years, male, white, stage:iv, dead, 43 days	1781.3
TCGA-BP-5000-01A	40 years, male, white, stage:i, alive, 563 days	1776.5
TCGA-P4-A5EA-01A	54 years, female, white, stage:iii, dead, 201 days	1769.6
TCGA-B0-4827-01A	77 years, female, white, stage:iii, dead, 885 days	1767.7
TCGA-AK-3445-01A	69 years, male, white, stage:iii, alive, 2392 days	1758.2
TCGA-A4-7915-01A	35 years, female, black or african american, stage:ii, alive, 7 days	1753.8
TCGA-BP-5169-01A	70 years, male, white, stage:i, alive, 193 days	1747.9
TCGA-B8-5553-01A	67 years, female, white, stage:i, alive, 435 days	1738.6
TCGA-BP-4165-01A	64 years, female, white, stage:i, alive, 3037 days	1738.2
TCGA-BQ-7048-01A	64 years, male, white, stage:iii, alive, 2839 days	1736.8
TCGA-CJ-4884-01A	72 years, female, white, stage:iii, alive, 1759 days	1735.5
TCGA-B0-4839-01A	80 years, female, white, stage:i, dead, 1639 days	1734.1
TCGA-3Z-A93Z-01A	69 years, male, black or african american, stage:i, alive, 385 days	1733.0
TCGA-B0-5706-01A	45 years, male, white, stage:ii, alive, 3205 days	1730.1
TCGA-CZ-4861-01A	63 years, male, white, stage:ii, dead, 446 days	1720.9
TCGA-CJ-6031-01A	54 years, male, white, stage:i, alive, 1906 days	1716.3
TCGA-BP-4335-01A	65 years, female, white, stage:iv, dead, 475 days	1712.6
TCGA-CZ-5466-01A	67 years, male, stage:iii, alive, 685 days	1708.4
TCGA-B0-4848-01A	54 years, male, white, stage:iii, dead, 883 days	1698.5
TCGA-BP-4801-01A	57 years, male, white, stage:i, alive, 1124 days	1697.5
TCGA-B0-5088-01A	53 years, male, white, stage:i, dead, 563 days	1697.0
TCGA-B0-4819-01A	60 years, female, white, stage:iv, dead, 183 days	1682.9
TCGA-AK-3425-01A	68 years, male, white, stage:i, alive, 3343 days	1677.8
TCGA-B0-5106-01A	64 years, male, white, stage:i, dead, 1598 days	1676.9
TCGA-B9-A5W8-01A	50 years, male, black or african american, stage:ii, alive, 524 days	1667.7
TCGA-CZ-5451-01A	74 years, male, white, stage:ii, alive, 1929 days	1666.5
TCGA-CJ-4886-01A	43 years, female, white, stage:i, alive, 1952 days	1659.9
TCGA-B0-4846-01A	52 years, male, white, stage:iv, dead, 1200 days	1659.3
TCGA-A3-3358-01A	57 years, female, white, stage:i, alive, 1307 days	1648.1
TCGA-BP-4161-01A	74 years, male, white, stage:i, alive, 2746 days	1645.5
TCGA-BP-4174-01A	49 years, male, white, stage:ii, alive, 1879 days	1639.8
TCGA-BP-4998-01A	49 years, male, asian, stage:i, alive, 932 days	1637.2
TCGA-CZ-5457-01A	62 years, male, white, stage:iii, alive, 2754 days	1632.8
TCGA-AK-3434-01A	72 years, male, white, stage:i, alive, 2087 days	1631.1
TCGA-CJ-4895-01A	62 years, male, white, stage:iv, dead, 1200 days	1630.8
TCGA-DV-5575-01A	52 years, female, white, stage:i, alive, 1729 days	1629.2
TCGA-A3-3387-01A	49 years, male, white, stage:i, alive, 617 days	1616.4
TCGA-B0-5077-01A	77 years, male, white, stage:i, dead, 1317 days	1614.1
TCGA-A3-3347-01A	76 years, female, white, stage:iii, dead, 1610 days	1606.3
TCGA-BP-5185-01A	56 years, male, white, stage:i, alive, 1132 days	1604.9
TCGA-KV-A6GD-01A	85 years, male, white, stage:i, alive, 560 days	1604.9
TCGA-B0-4836-01A	61 years, male, white, stage:iv, dead, 1238 days	1603.9
TCGA-B0-4698-01A	75 years, male, white, stage:iv, dead, 42 days	1598.0
TCGA-BP-4761-01A	57 years, male, white, stage:iii, alive, 182 days	1592.6
TCGA-CW-6097-01A	32 years, male, white, stage:iii, dead, 571 days	1586.4
TCGA-CJ-4889-01A	63 years, female, white, stage:i, alive, 1946 days	1576.1
TCGA-CZ-4856-01A	62 years, female, white, stage:i, alive, 18 days	1572.7
TCGA-BP-4983-01A	67 years, female, asian, stage:iii, alive, 1413 days	1569.1
TCGA-B0-5696-01A	70 years, male, white, stage:iii, alive, 2609 days	1565.5
TCGA-B0-5399-01A	46 years, male, white, stage:i, alive, 1411 days	1565.0
TCGA-CZ-4853-01A	82 years, male, white, stage:i, alive, 774 days	1558.6
TCGA-A3-3331-01A	86 years, female, white, stage:i, alive, 1485 days	1539.6
TCGA-A3-3357-01A	62 years, male, white, stage:ii, alive, 2688 days	1539.4
TCGA-AK-3436-01A	40 years, male, white, stage:iv, alive, 3331 days	1535.1
TCGA-BP-4797-01A	34 years, male, white, stage:iii, alive, 1107 days	1530.1
TCGA-BP-4992-01A	66 years, male, white, stage:i, alive, 501 days	1526.2
TCGA-KO-8413-01A	46 years, male, white, stage:i, alive, 3038 days	1524.6
TCGA-CZ-4865-01A	70 years, female, white, stage:i, dead, 166 days	1522.3
TCGA-2Z-A9J5-01A	80 years, male, white, stage:ii, alive, 3050 days	1517.7
TCGA-CZ-5454-01A	63 years, male, white, stage:iv, dead, 722 days	1515.6
TCGA-CJ-4639-01A	49 years, female, white, stage:ii, alive, 3229 days	1510.7
TCGA-CJ-5686-01A	59 years, female, white, stage:i, alive, 2038 days	1500.7
TCGA-BP-4170-01A	72 years, female, white, stage:i, dead, 2343 days	1478.3
TCGA-BP-5200-01A	44 years, male, white, stage:ii, alive, 1063 days	1474.7
TCGA-UZ-A9PM-01A	62 years, male, white, stage:ii, alive, 3811 days	1473.9
TCGA-BP-4325-01A	64 years, female, white, stage:i, alive, 2964 days	1471.3
TCGA-A3-3343-01A	79 years, male, white, stage:ii, alive, 945 days	1469.2
TCGA-CJ-4881-01A	41 years, male, white, stage:iii, alive, 2014 days	1465.8
TCGA-A3-3352-01A	male, white, stage:iii, dead, 561 days	1463.2
TCGA-CJ-4903-01A	50 years, male, white, stage:i, alive, 1559 days	1461.2
TCGA-DV-5569-01A	29 years, female, white, stage:i, alive, 355 days	1457.4
TCGA-BP-4959-01A	49 years, male, white, stage:i, alive, 2660 days	1456.9
TCGA-CJ-4868-01A	42 years, male, white, stage:iv, dead, 646 days	1456.2
TCGA-B4-5835-01A	64 years, female, white, stage:i, alive, 16 days	1453.4
TCGA-B0-4849-01A	51 years, male, white, stage:iii, dead, 69 days	1450.8
TCGA-A3-A6NL-01A	49 years, female, black or african american, stage:i, alive, 689 days	1450.6
TCGA-CW-5589-01A	52 years, male, white, stage:i, alive, 2378 days	1448.4
TCGA-BP-4176-01A	64 years, male, white, stage:i, alive, 1955 days	1447.6
TCGA-G6-A8L6-01A	55 years, male, black or african american, stage:iv, dead, 313 days	1446.0
TCGA-DV-5568-01A	26 years, male, white, stage:i, alive, 370 days	1440.8
TCGA-BP-5196-01A	54 years, male, white, stage:i, alive, 1018 days	1440.4
TCGA-B0-4718-01A	57 years, male, white, stage:iii, alive, 1778 days	1434.6
TCGA-CZ-5985-01A	58 years, male, white, stage:ii, alive, 1997 days	1432.8
TCGA-CW-5590-01A	51 years, male, white, stage:iv, dead, 1075 days	1426.9
TCGA-B0-4823-01A	88 years, male, white, stage:i, dead, 454 days	1425.6
TCGA-B0-4818-01A	68 years, female, white, stage:ii, dead, 510 days	1424.5
TCGA-CJ-4635-01A	48 years, male, white, stage:i, alive, 1416 days	1423.9
TCGA-CJ-4904-01A	60 years, female, white, stage:iv, alive, 3302 days	1421.5
TCGA-BP-4971-01A	40 years, male, white, stage:iii, alive, 1487 days	1419.2
TCGA-BP-4787-01A	59 years, female, white, stage:iv, dead, 480 days	1415.8
TCGA-BP-4354-01A	41 years, male, white, stage:iv, dead, 1034 days	1411.4
TCGA-BP-5170-01A	55 years, male, white, stage:i, alive, 2412 days	1405.1
TCGA-A3-3307-01A	66 years, male, stage:iii, alive, 1436 days	1401.3
TCGA-B0-4813-01A	68 years, male, white, stage:iii, dead, 18 days	1395.0
TCGA-2Z-A9JK-01A	50 years, male, white, stage:iii, alive, 1186 days	1390.0
TCGA-KO-8405-01A	29 years, male, white, stage:iii, alive, 3056 days	1386.1
TCGA-DW-7841-01A	61 years, male, black or african american, stage:i, alive, 445 days	1385.7
TCGA-BP-4960-01A	46 years, male, white, stage:ii, alive, 2172 days	1383.4
TCGA-B0-4844-01A	60 years, male, white, stage:iv, dead, 313 days	1382.0
TCGA-B0-5085-01A	76 years, female, white, stage:iii, dead, 770 days	1376.3
TCGA-B0-4701-01A	66 years, female, white, stage:iv, dead, 238 days	1376.1
TCGA-B0-5402-01A	64 years, male, white, stage:iv, alive, 1290 days	1366.4
TCGA-BQ-5892-01A	51 years, male, white, stage:i, alive, 364 days	1364.2
TCGA-BP-5168-01A	75 years, male, white, stage:i, dead, 1463 days	1361.2
TCGA-B2-4102-01A	61 years, male, white, stage:i, alive, 952 days	1360.0
TCGA-CJ-6028-01A	58 years, male, white, stage:iv, dead, 1625 days	1358.0
TCGA-BP-5009-01A	52 years, male, white, stage:i, dead, 1092 days	1352.4
TCGA-BP-4790-01A	76 years, male, white, stage:i, dead, 1111 days	1351.3
TCGA-EU-5907-01A	81 years, male, white, stage:iii, alive, 127 days	1347.9
TCGA-CZ-5459-01A	63 years, male, white, stage:iii, alive, 1683 days	1336.1
TCGA-BP-4963-01A	64 years, male, white, stage:i, alive, 1834 days	1335.4
TCGA-BP-4973-01A	47 years, male, white, stage:iii, alive, 1384 days	1328.6
TCGA-CJ-5683-01A	78 years, male, white, stage:i, alive, 1889 days	1318.4
TCGA-CW-5588-01A	78 years, female, white, stage:i, alive, 2017 days	1309.7
TCGA-B0-5083-01A	63 years, male, white, stage:i, dead, 1045 days	1308.2
TCGA-Q2-A5QZ-01A	61 years, female, black or african american, stage:iii, alive, 428 days	1305.5
TCGA-BP-4972-01A	43 years, female, white, stage:iii, alive, 1502 days	1303.5
TCGA-B0-5115-01A	43 years, male, white, stage:iv, alive, 1604 days	1303.2
TCGA-CJ-4642-01B	47 years, male, white, stage:ii, alive, 3205 days	1297.5
TCGA-BP-4993-01A	58 years, male, white, stage:i, alive, 177 days	1297.1
TCGA-5P-A9KH-01A	77 years, male, white, alive, 2051 days	1294.1
TCGA-CZ-5463-01A	76 years, male, white, stage:ii, alive, 662 days	1294.1
TCGA-B8-4143-01A	66 years, female, white, stage:iv, dead, 709 days	1290.1
TCGA-BP-5202-01A	75 years, male, white, stage:iii, alive, 29 days	1289.3
TCGA-BP-4343-01A	64 years, male, white, stage:iii, dead, 1912 days	1287.7
TCGA-DZ-6134-01A	69 years, male, white, stage:i, alive, 1856 days	1286.9
TCGA-BP-4782-01A	55 years, female, white, stage:i, alive, 354 days	1284.3
TCGA-B8-5549-01A	53 years, male, white, stage:i, alive, 194 days	1283.7
TCGA-B8-A54J-01A	60 years, male, black or african american, stage:ii, alive, 528 days	1282.7
TCGA-DW-7838-01A	66 years, male, white, stage:i, alive, 744 days	1281.6
TCGA-BP-4331-01A	52 years, male, white, stage:i, dead, 2454 days	1281.1
TCGA-AK-3460-01A	58 years, male, white, stage:i, alive, 2508 days	1280.5
TCGA-B8-5158-01A	56 years, male, white, stage:iii, alive, 1218 days	1274.5
TCGA-A3-3323-01A	53 years, male, white, stage:i, alive, 1106 days	1271.6
TCGA-B2-4101-01A	52 years, male, white, stage:ii, alive, 648 days	1270.2
TCGA-WN-AB4C-01A	female, white, stage:i, alive, 1188 days	1259.6
TCGA-BP-5007-01A	46 years, male, white, stage:ii, alive, 1140 days	1254.9
TCGA-CJ-4875-01A	67 years, male, white, stage:iv, dead, 3554 days	1254.2
TCGA-BP-4169-01A	76 years, female, white, stage:ii, dead, 701 days	1254.0
TCGA-B0-5113-01A	69 years, female, white, stage:iii, alive, 1175 days	1248.6
TCGA-A3-A8OW-01A	37 years, male, black or african american, stage:iii, alive, 323 days	1245.4
TCGA-BP-4345-01A	62 years, male, white, stage:iii, alive, 1516 days	1243.4
TCGA-A3-3372-01A	64 years, male, white, stage:iii, alive, 735 days	1242.1
TCGA-BQ-5877-01A	60 years, male, black or african american, stage:iv, dead, 270 days	1238.2
TCGA-5P-A9JW-01A	64 years, male, white, alive, 3241 days	1231.9
TCGA-BP-4977-01A	57 years, male, white, stage:i, alive, 454 days	1229.0
TCGA-BP-4353-01A	61 years, male, white, stage:i, dead, 375 days	1228.9
TCGA-B0-4822-01A	78 years, male, white, stage:ii, dead, 1111 days	1228.7
TCGA-A3-A6NN-01A	78 years, male, black or african american, stage:i, alive, 3 days	1224.3
TCGA-CW-6090-01A	68 years, male, white, stage:i, alive, 2552 days	1222.9
TCGA-B4-5836-01A	61 years, female, white, stage:i, alive, 141 days	1222.6
TCGA-A3-A8OV-01A	75 years, male, black or african american, stage:i, alive, 340 days	1221.5
TCGA-B0-4821-01A	68 years, female, asian, stage:iii, dead, 1230 days	1218.0
TCGA-CZ-5460-01A	55 years, male, white, stage:iv, alive, 2873 days	1212.2
TCGA-MM-A84U-01A	58 years, female, black or african american, stage:i, alive, 700 days	1210.2
TCGA-Y8-A898-01A	69 years, male, white, stage:i, alive, 475 days	1208.3
TCGA-J7-8537-01A	37 years, female, asian, stage:iii, dead, 321 days	1204.1
TCGA-CJ-4902-01A	61 years, male, white, stage:iii, alive, 1520 days	1203.9
TCGA-A3-A6NI-01A	47 years, male, black or african american, stage:i, alive, 1018 days	1203.5
TCGA-B0-5701-01A	65 years, male, white, stage:iii, alive, 2461 days	1200.1
TCGA-B8-5552-01B	41 years, female, white, stage:i, alive, 1046 days	1200.1
TCGA-B8-5159-01A	61 years, female, white, stage:i, alive, 722 days	1199.5
TCGA-B0-4837-01A	63 years, male, white, stage:i, dead, 1378 days	1197.7
TCGA-BP-4986-01A	75 years, male, white, stage:i, alive, 785 days	1195.0
TCGA-B0-4712-01A	76 years, male, white, stage:iv, dead, 1337 days	1192.5
TCGA-BQ-7062-01A	64 years, male, black or african american, stage:i, alive, 116 days	1188.7
TCGA-B4-5377-01A	68 years, female, white, stage:iv, alive, 365 days	1187.8
TCGA-EU-5906-01A	55 years, male, white, stage:i, alive, 206 days	1186.8
TCGA-BP-5195-01A	75 years, male, white, stage:i, alive, 749 days	1186.6
TCGA-V9-A7HT-01A	67 years, male, black or african american, stage:ii, alive, 965 days	1182.9
TCGA-CJ-4891-01A	57 years, female, white, stage:iii, dead, 819 days	1182.5
TCGA-BP-5198-01A	72 years, male, white, stage:iii, alive, 603 days	1179.5
TCGA-AK-3454-01A	84 years, male, white, stage:i, alive, 874 days	1178.9
TCGA-CJ-4897-01A	79 years, female, white, stage:iii, alive, 3341 days	1178.7
TCGA-B0-5710-01A	57 years, male, white, stage:i, alive, 2430 days	1177.9
TCGA-A3-3311-01A	58 years, male, stage:i, dead, 1191 days	1175.2
TCGA-B0-4699-01A	74 years, male, white, stage:iv, dead, 110 days	1168.8
TCGA-B0-4691-01A	55 years, male, white, stage:iv, dead, 139 days	1168.5
TCGA-CJ-6033-01A	54 years, female, white, stage:iv, dead, 224 days	1168.3
TCGA-CJ-4643-01A	67 years, female, white, stage:ii, alive, 1793 days	1158.0
TCGA-2Z-A9JT-01A	71 years, male, white, stage:i, alive, 684 days	1150.9
TCGA-A3-3319-01A	70 years, male, white, stage:i, alive, 1130 days	1148.0
TCGA-2Z-A9JM-01A	28 years, male, white, stage:i, alive, 934 days	1144.7
TCGA-2Z-A9JI-01A	38 years, male, white, stage:iii, alive, 1567 days	1143.6
TCGA-B0-5713-01A	75 years, female, white, stage:iii, alive, 2782 days	1143.4
TCGA-A4-A6HP-01A	66 years, male, white, stage:i, alive, 379 days	1142.3
TCGA-A4-7585-01A	67 years, male, white, stage:iii, dead, 1070 days	1140.2
TCGA-A4-A48D-01A	85 years, male, black or african american, stage:i, alive, 379 days	1135.6
TCGA-BP-5176-01A	78 years, female, white, stage:i, dead, 1590 days	1135.1
TCGA-KL-8334-01A	37 years, female, white, stage:iii, alive, 2949 days	1133.2
TCGA-BP-4776-01A	52 years, male, white, stage:i, alive, 411 days	1131.8
TCGA-B0-4713-01A	76 years, female, white, stage:iii, dead, 202 days	1130.9
TCGA-BP-4340-01A	70 years, female, white, stage:i, dead, 562 days	1129.3
TCGA-CJ-5689-01A	90 years, male, white, stage:i, dead, 1620 days	1128.1
TCGA-B8-A54H-01A	69 years, female, black or african american, stage:ii, alive, 256 days	1127.7
TCGA-BQ-5881-01A	69 years, male, white, stage:i, alive, 1454 days	1121.3
TCGA-A3-3335-01A	41 years, male, white, stage:ii, alive, 1886 days	1119.3
TCGA-A3-3325-01A	52 years, male, white, stage:i, dead, 1170 days	1119.1
TCGA-A3-3373-01A	54 years, female, white, stage:i, alive, 1621 days	1113.4
TCGA-A3-3316-01A	57 years, male, white, stage:ii, alive, 1493 days	1111.2
TCGA-B0-5120-01A	72 years, female, white, stage:i, alive, 1169 days	1110.1
TCGA-BP-4770-01A	73 years, female, white, stage:iv, dead, 329 days	1104.6
TCGA-B3-8121-01A	48 years, female, black or african american, stage:i, alive, 379 days	1100.4
TCGA-CJ-4907-01A	58 years, male, white, stage:iii, alive, 1499 days	1097.2
TCGA-B8-A8YJ-01A	60 years, female, black or african american, stage:i, alive, 431 days	1093.5
TCGA-B8-4154-01A	73 years, female, white, stage:i, alive, 1380 days	1092.4
TCGA-B8-4622-01A	57 years, male, white, stage:iv, alive, 1525 days	1087.7
TCGA-BP-5190-01A	61 years, male, white, stage:i, alive, 1011 days	1085.2
TCGA-B0-5699-01A	53 years, male, white, stage:i, alive, 3841 days	1085.0
TCGA-B0-4817-01A	81 years, male, white, stage:iii, dead, 1019 days	1084.4
TCGA-CJ-5682-01A	60 years, male, white, stage:iv, alive, 3736 days	1083.5
TCGA-A4-7286-01A	42 years, male, white, alive, 554 days	1080.7
TCGA-A3-3367-01A	72 years, male, white, stage:i, alive, 2270 days	1079.7
TCGA-KO-8415-01A	44 years, female, white, stage:i, alive, 2939 days	1078.9
TCGA-BP-5001-01A	43 years, female, white, stage:i, alive, 1177 days	1077.5
TCGA-B8-5545-01A	42 years, male, black or african american, stage:i, alive, 1525 days	1077.2
TCGA-BP-4982-01A	42 years, male, white, stage:i, alive, 1014 days	1076.0
TCGA-CW-5584-01A	74 years, male, white, stage:iii, dead, 164 days	1066.3
TCGA-DV-5566-01A	67 years, female, white, stage:i, alive, 1398 days	1064.5
TCGA-B9-4115-01A	53 years, male, black or african american, stage:i, alive, 803 days	1062.0
TCGA-F9-A97G-01A	79 years, male, asian, stage:iii, alive, 13 days	1058.3
TCGA-B0-5712-01A	68 years, female, black or african american, stage:iv, alive, 2722 days	1057.6
TCGA-BP-4969-01A	63 years, female, white, stage:i, alive, 1794 days	1055.5
TCGA-A3-3374-01A	51 years, female, black or african american, stage:i, alive, 1314 days	1049.6
TCGA-EU-5904-01A	47 years, female, white, stage:i, alive, 551 days	1046.0
TCGA-BP-4342-01A	79 years, male, white, stage:ii, dead, 2256 days	1044.1
TCGA-BQ-5894-01A	42 years, male, stage:iv, alive, 84 days	1041.6
TCGA-CZ-5456-01A	57 years, male, white, stage:ii, alive, 2422 days	1041.2
TCGA-B0-5691-01A	66 years, female, white, stage:i, alive, 3431 days	1041.0
TCGA-BP-5184-01A	54 years, male, white, stage:i, alive, 1133 days	1035.9
TCGA-B8-4151-01A	51 years, female, white, stage:iii, alive, 1299 days	1028.7
TCGA-BP-4329-01A	75 years, male, white, stage:iii, dead, 845 days	1025.3
TCGA-B0-5119-01A	61 years, female, white, stage:i, alive, 1552 days	1021.7
TCGA-KO-8403-01A	49 years, male, white, stage:i, alive, 3208 days	1020.9
TCGA-BP-5181-01A	58 years, female, white, stage:i, alive, 1495 days	1019.2
TCGA-B0-4703-01A	51 years, male, white, stage:iv, dead, 182 days	1018.7
TCGA-PJ-A5Z8-01A	60 years, female, white, stage:i, alive, 600 days	1009.8
TCGA-BP-4964-01A	55 years, female, white, stage:i, alive, 1862 days	1007.0
TCGA-CZ-5986-01A	61 years, male, white, stage:i, alive, 373 days	1006.5
TCGA-CZ-5462-01A	83 years, male, white, stage:iv, dead, 311 days	1003.8
TCGA-CJ-4918-01A	64 years, male, white, stage:iv, dead, 93 days	1003.2
TCGA-GL-A9DD-01A	69 years, male, white, stage:i, alive, 341 days	992.2
TCGA-B0-4693-01A	73 years, female, white, stage:iii, dead, 77 days	990.8
TCGA-BQ-5882-01A	54 years, male, stage:iii, dead, 658 days	990.5
TCGA-A3-3329-01A	75 years, male, white, stage:i, alive, 1624 days	985.9
TCGA-B0-5711-01A	50 years, male, white, stage:iii, alive, 3989 days	976.4
TCGA-IZ-A6M8-01A	69 years, male, black or african american, stage:i, alive, 497 days	968.4
TCGA-5P-A9K8-01A	51 years, female, white, alive, 1309 days	967.9
TCGA-BP-4351-01A	51 years, female, white, stage:iii, alive, 970 days	964.5
TCGA-BP-5004-01A	53 years, male, white, stage:i, alive, 1126 days	964.4
TCGA-CZ-5468-01A	84 years, male, white, stage:iv, dead, 59 days	963.8
TCGA-B0-5694-01A	71 years, male, white, stage:iii, dead, 480 days	963.7
TCGA-B0-5102-01A	74 years, female, white, stage:i, dead, 2764 days	963.2
TCGA-BP-4807-01A	42 years, male, white, stage:i, alive, 211 days	958.7
TCGA-BP-4775-01A	55 years, female, white, stage:i, alive, 1843 days	958.7
TCGA-DW-7834-01A	53 years, male, white, stage:i, alive, 3950 days	956.4
TCGA-BP-4347-01A	74 years, male, white, stage:iii, alive, 1367 days	951.3
TCGA-A3-3324-01A	51 years, male, white, stage:i, alive, 1186 days	947.3
TCGA-B0-5109-01A	69 years, male, white, stage:iii, dead, 587 days	944.6
TCGA-A3-3317-01A	67 years, male, stage:ii, alive, 1491 days	940.1
TCGA-CZ-5461-01A	52 years, male, white, stage:iv, dead, 330 days	940.0
TCGA-B0-5695-01A	61 years, female, white, stage:i, alive, 2150 days	938.1
TCGA-IA-A83W-01A	70 years, male, white, stage:i, dead, 2043 days	934.3
TCGA-KN-8425-01A	53 years, male, white, stage:i, alive, 3179 days	932.4
TCGA-DV-5565-01A	59 years, male, white, stage:i, alive, 1329 days	931.8
TCGA-B0-4811-01A	48 years, male, white, stage:iii, dead, 1417 days	928.5
TCGA-J7-6720-01A	42 years, male, asian, stage:i, alive, 388 days	928.3
TCGA-HE-A5NF-01A	58 years, male, stage:i, alive, 2582 days	928.0
TCGA-BQ-5890-01A	69 years, male, white, stage:iii, alive, 233 days	927.9
TCGA-Y8-A897-01A	68 years, female, white, stage:i, alive, 549 days	927.7
TCGA-BP-4762-01A	42 years, male, white, stage:i, dead, 1343 days	927.0
TCGA-A3-3380-01A	54 years, male, stage:i, alive, 567 days	924.2
TCGA-CZ-5458-01A	43 years, male, white, stage:iii, alive, 2789 days	922.2
TCGA-CJ-5680-01A	65 years, female, white, stage:iv, dead, 768 days	919.9
TCGA-A3-3363-01A	50 years, male, asian, stage:ii, alive, 319 days	918.7
TCGA-BP-5008-01A	46 years, male, white, stage:i, alive, 1071 days	918.5
TCGA-B0-5121-01A	56 years, male, white, stage:i, alive, 1485 days	910.9
TCGA-A3-3320-01A	52 years, female, white, stage:i, alive, 1508 days	909.9
TCGA-CJ-4638-01A	46 years, female, white, stage:iv, dead, 431 days	909.8
TCGA-HE-A5NL-01A	51 years, male, stage:i, alive, 767 days	906.2
TCGA-DZ-6135-01A	45 years, male, stage:i, alive, 2269 days	905.1
TCGA-B0-5110-01A	71 years, female, white, stage:i, alive, 2009 days	904.2
TCGA-BP-4163-01A	60 years, female, white, stage:iii, alive, 2839 days	904.2
TCGA-B0-5812-01A	53 years, male, white, stage:i, alive, 3834 days	902.5
TCGA-B0-4814-01A	58 years, male, white, stage:iv, dead, 168 days	901.4
TCGA-B8-A54F-01A	49 years, female, black or african american, stage:i, alive, 519 days	900.3
TCGA-BQ-7060-01A	53 years, male, american indian or alaska native, stage:i, alive, 214 days	899.6
TCGA-A3-3382-01A	69 years, male, white, stage:i, alive, 574 days	898.9
TCGA-KN-8424-01A	42 years, female, white, stage:i, alive, 1983 days	894.3
TCGA-B9-4113-01A	64 years, male, black or african american, stage:i, dead, 1536 days	894.2
TCGA-AK-3461-01A	72 years, male, white, stage:i, alive, 2217 days	891.1
TCGA-BP-4774-01A	57 years, female, white, stage:i, alive, 1885 days	887.2
TCGA-IA-A40X-01A	49 years, female, black or african american, stage:i, alive, 608 days	885.7
TCGA-AK-3450-01A	85 years, female, white, stage:i, alive, 1779 days	885.7
TCGA-AS-3778-01A	35 years, male, white, stage:i, alive, 43 days	877.3
TCGA-GL-A4EM-01A	62 years, male, white, stage:i, alive, 32 days	872.8
TCGA-B9-A8YH-01A	52 years, male, black or african american, stage:i, alive, 532 days	870.0
TCGA-BQ-5888-01A	74 years, female, white, stage:i, alive, 403 days	869.5
TCGA-UZ-A9PO-01A	80 years, male, white, stage:i, alive, 1911 days	866.5
TCGA-BP-4987-01A	41 years, female, asian, stage:i, alive, 1124 days	866.4
TCGA-KL-8342-01A	45 years, female, white, stage:ii, alive, 2248 days	862.3
TCGA-AK-3451-01A	48 years, male, white, stage:ii, alive, 2868 days	860.4
TCGA-2Z-A9JP-01A	63 years, male, white, stage:i, alive, 893 days	860.0
TCGA-BP-5006-01A	61 years, male, white, stage:i, alive, 840 days	859.6
TCGA-BP-5177-01A	46 years, female, white, stage:i, alive, 293 days	859.3
TCGA-CJ-6032-01A	63 years, female, white, stage:ii, alive, 3639 days	856.8
TCGA-5P-A9KC-01A	51 years, female, white, alive, 377 days	852.0
TCGA-BP-4781-01A	78 years, male, white, stage:i, alive, 2080 days	850.8
TCGA-A3-3322-01A	51 years, male, white, stage:i, alive, 1478 days	848.1
TCGA-B0-4828-01A	79 years, male, white, stage:iv, dead, 307 days	847.4
TCGA-B4-5834-01A	59 years, male, white, stage:i, alive, 26 days	846.6
TCGA-CJ-4920-01A	64 years, female, white, stage:i, dead, 139 days	844.4
TCGA-MW-A4EC-01A	73 years, female, black or african american, stage:i, alive, 498 days	839.2
TCGA-B8-4620-01A	70 years, female, white, stage:iii, alive, 777 days	838.5
TCGA-A3-3365-01A	46 years, male, white, stage:i, alive, 873 days	837.5
TCGA-KV-A6GE-01A	65 years, male, white, stage:i, alive, 885 days	834.7
TCGA-BP-5174-01A	45 years, female, white, stage:i, alive, 2257 days	832.1
TCGA-B0-5096-01A	72 years, female, white, stage:iii, dead, 68 days	831.3
TCGA-BQ-5887-01A	54 years, male, white, stage:iii, alive, 771 days	830.8
TCGA-GL-A9DE-01A	74 years, male, black or african american, stage:i, alive, 496 days	827.6
TCGA-GK-A6C7-01A	77 years, female, black or african american, stage:i, alive, 61 days	825.4
TCGA-B0-4841-01A	63 years, male, white, stage:iv, dead, 204 days	824.4
TCGA-BP-4166-01A	69 years, male, white, stage:iii, alive, 13 days	821.5
TCGA-A4-8516-01A	62 years, male, white, stage:iii, alive, 23 days	821.4
TCGA-IA-A40U-01A	56 years, male, white, stage:iii, alive, 511 days	819.3
TCGA-A4-7583-01A	60 years, male, black or african american, stage:i, alive, 3 days	819.1
TCGA-DW-7837-01A	43 years, male, black or african american, stage:i, alive, 1142 days	817.4
TCGA-CJ-4908-01A	38 years, male, white, stage:i, alive, 1531 days	817.1
TCGA-B8-4153-01B	74 years, male, white, stage:iii, alive, 762 days	815.2
TCGA-B0-5104-01A	90 years, female, white, stage:i, dead, 2752 days	813.6
TCGA-B0-5094-01A	62 years, male, white, stage:iv, dead, 333 days	810.8
TCGA-BP-5186-01A	50 years, female, white, stage:i, alive, 693 days	807.4
TCGA-B8-5546-01A	38 years, female, black or african american, stage:i, alive, 505 days	806.1
TCGA-CJ-4899-01A	42 years, male, asian, stage:i, alive, 1528 days	803.8
TCGA-B0-5693-01A	47 years, female, white, stage:i, alive, 4074 days	801.8
TCGA-MH-A855-01A	52 years, female, black or african american, stage:ii, alive, 369 days	801.0
TCGA-BP-4976-01A	77 years, male, white, stage:i, alive, 1632 days	797.6
TCGA-AK-3428-01A	62 years, male, white, stage:iii, alive, 3728 days	795.4
TCGA-Y8-A8RY-01A	63 years, male, white, stage:i, alive, 769 days	793.9
TCGA-B2-A4SR-01A	62 years, male, black or african american, stage:ii, alive, 507 days	792.4
TCGA-CZ-4857-01A	56 years, male, white, stage:iv, dead, 1432 days	789.6
TCGA-A3-3306-01A	67 years, male, white, stage:i, alive, 1120 days	787.7
TCGA-B0-4852-01A	78 years, female, white, stage:ii, dead, 1121 days	787.4
TCGA-CJ-4634-01A	60 years, female, white, stage:i, alive, 3498 days	787.1
TCGA-EV-5903-01A	57 years, male, white, stage:i, alive, 757 days	786.9
TCGA-BP-4965-01A	46 years, male, white, stage:i, alive, 1871 days	783.9
TCGA-P4-A5E6-01A	67 years, male, black or african american, stage:iii, alive, 3035 days	779.0
TCGA-B0-5097-01A	59 years, female, white, stage:iii, alive, 665 days	777.7
TCGA-KN-8434-01A	65 years, female, white, stage:ii, alive, 1797 days	776.8
TCGA-A3-3376-01A	51 years, male, black or african american, stage:i, dead, 1696 days	771.5
TCGA-CW-5585-01A	51 years, male, white, stage:iv, alive, 2609 days	769.1
TCGA-G7-7502-01A	83 years, male, white, stage:i, alive, 786 days	769.1
TCGA-BP-4975-01A	40 years, male, white, stage:i, alive, 1433 days	765.3
TCGA-BP-4803-01A	79 years, male, white, stage:iii, alive, 204 days	764.8
TCGA-5P-A9JV-01A	49 years, male, white, alive, 2043 days	761.4
TCGA-BP-4164-01A	51 years, female, white, stage:iii, dead, 992 days	761.0
TCGA-AK-3458-01A	48 years, male, white, stage:i, alive, 1168 days	760.5
TCGA-B2-4098-01A	72 years, female, black or african american, stage:i, dead, 51 days	760.3
TCGA-BP-4349-01A	68 years, female, white, stage:i, alive, 372 days	758.5
TCGA-A3-A8CQ-01A	59 years, female, black or african american, stage:i, alive, 3 days	757.9
TCGA-B0-5080-01A	63 years, male, white, stage:iv, dead, 342 days	757.9
TCGA-SX-A7SP-01A	66 years, female, white, stage:i, dead, 496 days	757.0
TCGA-B0-5690-01A	53 years, female, white, stage:i, alive, 3392 days	754.6
TCGA-B0-5095-01A	81 years, male, white, stage:iii, dead, 245 days	753.7
TCGA-BQ-7049-01A	45 years, female, white, stage:i, dead, 1364 days	752.0
TCGA-KL-8329-01A	57 years, female, asian, stage:i, alive, 2752 days	751.4
TCGA-BP-5187-01A	54 years, male, white, stage:i, alive, 406 days	750.8
TCGA-EV-5901-01A	47 years, female, white, stage:i, alive, 1040 days	750.1
TCGA-KL-8338-01A	51 years, male, white, stage:iii, alive, 2633 days	749.1
TCGA-BP-4158-01A	69 years, male, white, stage:i, alive, 3377 days	749.0
TCGA-BP-4799-01A	70 years, male, white, stage:iii, dead, 1133 days	747.4
TCGA-BP-4344-01A	75 years, female, white, stage:i, alive, 1666 days	747.2
TCGA-BP-4763-01A	79 years, female, white, stage:i, dead, 1270 days	741.5
TCGA-BP-4795-01A	74 years, female, white, stage:i, alive, 620 days	739.3
TCGA-2Z-A9JR-01A	57 years, male, white, stage:i, alive, 161 days	739.1
TCGA-BP-4337-01A	76 years, female, white, stage:iii, dead, 2 days	739.0
TCGA-IA-A83S-01A	81 years, male, white, dead, 2609 days	737.5
TCGA-BP-4967-01A	76 years, male, white, stage:iii, alive, 205 days	736.8
TCGA-A3-3385-01A	46 years, female, white, stage:i, alive, 1993 days	735.6
TCGA-BQ-7058-01A	81 years, male, white, stage:iii, dead, 343 days	734.9
TCGA-G7-6792-01A	40 years, male, black or african american, stage:i, alive, 2765 days	733.5
TCGA-BP-4334-01A	56 years, male, white, stage:iii, dead, 645 days	733.2
TCGA-B4-5838-01A	52 years, male, white, alive, 166 days	729.5
TCGA-CW-5581-01A	44 years, male, white, stage:i, alive, 2799 days	727.1
TCGA-SX-A7SN-01A	52 years, male, white, stage:i, alive, 578 days	725.8
TCGA-BP-4327-01A	75 years, female, white, stage:ii, dead, 109 days	725.2
TCGA-DW-5561-01A	51 years, male, black or african american, stage:i, alive, 414 days	723.2
TCGA-B8-4621-01A	63 years, male, black or african american, stage:i, alive, 788 days	723.1
TCGA-BQ-5885-01A	63 years, male, white, stage:iii, alive, 921 days	720.2
TCGA-BP-5010-01A	63 years, male, white, stage:iii, dead, 878 days	719.7
TCGA-2Z-A9JN-01A	50 years, female, black or african american, stage:i, alive, 740 days	719.0
TCGA-B0-5707-01A	39 years, female, white, stage:i, alive, 3744 days	715.1
TCGA-5P-A9K0-01A	75 years, male, white, alive, 677 days	714.7
TCGA-P4-AAVL-01A	85 years, male, white, stage:iii, dead, 487 days	714.1
TCGA-BQ-7046-01A	61 years, male, white, stage:i, alive, 2948 days	714.0
TCGA-A3-3308-01A	77 years, female, white, stage:iii, alive, 16 days	713.7
TCGA-5P-A9JU-01A	81 years, male, white, stage:iii, alive, 373 days	713.3
TCGA-BQ-7045-01A	78 years, male, black or african american, stage:i, dead, 1468 days	713.0
TCGA-BP-4159-01A	70 years, male, white, stage:i, dead, 2601 days	712.9
TCGA-B0-5702-01A	71 years, male, white, stage:i, alive, 2172 days	712.0
TCGA-G7-A4TM-01A	41 years, male, black or african american, stage:i, alive, 768 days	707.7
TCGA-MH-A561-01A	66 years, male, white, stage:i, alive, 841 days	707.4
TCGA-F9-A8NY-01A	38 years, female, asian, stage:iv, alive, 36 days	706.4
TCGA-SX-A7SU-01A	47 years, male, stage:i, alive, 1331 days	705.5
TCGA-CW-5580-01A	73 years, female, white, stage:iv, dead, 1964 days	703.4
TCGA-A3-3362-01A	60 years, female, white, stage:i, alive, 1559 days	701.2
TCGA-CJ-4885-01A	64 years, male, white, stage:iv, alive, 3451 days	693.3
TCGA-B1-7332-01A	61 years, female, black or african american, stage:ii, alive, 1141 days	693.2
TCGA-CZ-5467-01A	86 years, female, white, stage:iii, dead, 73 days	689.5
TCGA-CZ-4866-01A	79 years, female, white, stage:i, alive, 3267 days	677.8
TCGA-B8-A7U6-01A	54 years, female, black or african american, stage:i, alive, 495 days	677.0
TCGA-5P-A9K6-01A	64 years, male, white, alive, 1914 days	675.7
TCGA-KN-8433-01A	46 years, female, white, stage:iii, alive, 341 days	674.5
TCGA-BP-5194-01A	39 years, male, white, stage:i, alive, 408 days	674.4
TCGA-B2-3923-01A	59 years, male, white, stage:ii, alive, 992 days	673.9
TCGA-BQ-7053-01A	57 years, female, black or african american, stage:iii, alive, 1516 days	672.8
TCGA-CZ-4854-01A	68 years, male, white, stage:i, dead, 1404 days	671.4
TCGA-KO-8410-01A	74 years, female, white, stage:i, alive, 3136 days	669.8
TCGA-AK-3456-01A	48 years, male, black or african american, stage:ii, alive, 1143 days	667.4
TCGA-B9-4117-01A	48 years, female, black or african american, alive, 14 days	664.3
TCGA-CZ-4860-01A	60 years, male, white, stage:iv, dead, 206 days	662.2
TCGA-B1-A657-01A	54 years, male, white, stage:i, alive, 641 days	661.8
TCGA-BQ-5880-01A	79 years, male, white, stage:iii, dead, 1314 days	658.3
TCGA-CJ-4878-01A	71 years, female, white, stage:iii, alive, 2186 days	658.0
TCGA-CZ-5469-01A	41 years, male, white, stage:ii, dead, 946 days	657.6
TCGA-A4-7997-01A	67 years, male, white, stage:i, alive, 927 days	657.4
TCGA-BP-4355-01A	59 years, female, white, stage:iii, dead, 953 days	656.8
TCGA-BP-4338-01A	43 years, male, white, stage:i, alive, 2859 days	655.8
TCGA-CJ-4905-01A	62 years, female, white, stage:i, alive, 1496 days	655.1
TCGA-P4-AAVK-01A	74 years, male, white, stage:iii, alive, 1590 days	654.6
TCGA-KN-8426-01A	50 years, male, white, stage:iv, alive, 108 days	645.9
TCGA-2Z-A9JL-01A	47 years, male, black or african american, stage:i, alive, 1006 days	644.6
TCGA-CZ-5465-01A	76 years, female, stage:iii, dead, 2564 days	643.7
TCGA-5P-A9K3-01A	59 years, male, white, dead, 471 days	643.0
TCGA-A4-A5XZ-01A	65 years, female, white, stage:ii, alive, 479 days	642.9
TCGA-KO-8407-01A	42 years, male, white, stage:ii, alive, 2820 days	642.5
TCGA-Y8-A8RZ-01A	55 years, male, white, stage:i, alive, 112 days	639.2
TCGA-B0-4945-01A	75 years, female, white, stage:i, dead, 2145 days	638.3
TCGA-B8-4146-01B	41 years, female, white, stage:i, alive, 511 days	636.6
TCGA-KM-8439-01A	30 years, male, white, stage:i, alive, 708 days	634.4
TCGA-BQ-7061-01A	84 years, female, white, stage:i, alive, 218 days	633.3
TCGA-G7-6796-01A	58 years, male, white, stage:i, alive, 2173 days	633.2
TCGA-A4-7996-01A	61 years, female, white, stage:i, alive, 506 days	632.6
TCGA-B0-5703-01A	73 years, male, white, stage:i, alive, 2246 days	631.3
TCGA-6D-AA2E-01A	68 years, female, black or african american, stage:i, alive, 362 days	630.7
TCGA-BP-4756-01A	63 years, female, asian, stage:i, alive, 374 days	630.0
TCGA-B0-4843-01A	57 years, male, white, stage:iii, dead, 320 days	629.7
TCGA-CW-5583-01A	51 years, female, white, stage:i, alive, 2489 days	629.7
TCGA-5P-A9KE-01A	70 years, male, white, alive, 824 days	628.7
TCGA-CJ-4870-01A	58 years, female, black or african american, stage:iii, alive, 1498 days	627.7
TCGA-KL-8333-01A	69 years, male, white, stage:ii, alive, 2991 days	624.2
TCGA-A3-3349-01A	34 years, female, white, stage:i, alive, 1385 days	623.8
TCGA-A4-7732-01A	55 years, male, black or african american, alive, 582 days	621.1
TCGA-B0-4707-01A	63 years, male, white, stage:iii, dead, 600 days	619.6
TCGA-KM-8477-01A	56 years, male, white, stage:i, alive, 1553 days	617.5
TCGA-B0-5084-01A	33 years, male, white, stage:iv, dead, 222 days	616.7
TCGA-KN-8437-01A	42 years, female, white, stage:i, alive, 3068 days	616.1
TCGA-BP-4995-01A	68 years, male, white, stage:i, alive, 1371 days	615.0
TCGA-A4-8312-01A	60 years, male, black or african american, stage:i, alive, 708 days	614.3
TCGA-CJ-4912-01A	61 years, male, white, stage:ii, alive, 1657 days	612.3
TCGA-KO-8411-01A	58 years, male, white, stage:i, alive, 3958 days	609.2
TCGA-2Z-A9JJ-01A	69 years, female, white, stage:i, alive, 1213 days	607.1
TCGA-B1-A47O-01A	54 years, female, white, stage:i, alive, 842 days	605.2
TCGA-B8-5165-01A	43 years, male, white, stage:i, alive, 737 days	603.2
TCGA-5P-A9KA-01A	61 years, male, white, alive, 395 days	602.3
TCGA-BP-4766-01A	43 years, female, white, stage:i, alive, 1462 days	601.4
TCGA-CJ-5681-01A	44 years, female, white, stage:iv, dead, 552 days	601.4
TCGA-2Z-A9J2-01A	71 years, female, white, stage:i, alive, 1795 days	599.9
TCGA-KM-8639-01A	67 years, male, white, stage:i, alive, 953 days	599.8
TCGA-4A-A93W-01A	66 years, female, white, stage:i, alive, 4 days	598.6
TCGA-B9-5156-01A	51 years, male, white, alive, 1338 days	597.9
TCGA-MH-A55Z-01A	65 years, male, black or african american, stage:i, alive, 845 days	597.7
TCGA-CZ-5988-01A	38 years, male, white, stage:i, alive, 693 days	597.0
TCGA-BQ-5884-01A	59 years, female, black or african american, stage:i, alive, 792 days	594.6
TCGA-B2-5636-01A	79 years, male, white, stage:i, alive, 919 days	594.1
TCGA-KM-8441-01A	61 years, female, white, stage:i, alive, 876 days	590.8
TCGA-BP-4341-01A	67 years, male, white, stage:iii, dead, 1589 days	589.9
TCGA-CZ-4859-01A	59 years, female, white, stage:i, alive, 1787 days	589.5
TCGA-BP-4759-01A	50 years, male, white, stage:i, alive, 2372 days	587.7
TCGA-O9-A75Z-01A	44 years, male, white, stage:i, alive, 471 days	584.4
TCGA-KN-8429-01A	38 years, female, white, stage:iii, alive, 2650 days	583.6
TCGA-KN-8419-01A	43 years, male, black or african american, stage:ii, alive, 714 days	581.5
TCGA-SX-A7SR-01A	66 years, male, white, stage:ii, alive, 805 days	581.0
TCGA-BP-4768-01A	72 years, female, white, stage:i, alive, 400 days	581.0
TCGA-BP-4765-01A	43 years, male, white, stage:i, alive, 2184 days	574.7
TCGA-2Z-A9J1-01A	71 years, male, white, stage:i, alive, 2298 days	573.1
TCGA-DW-7963-01B	43 years, male, black or african american, stage:i, alive, 1240 days	571.0
TCGA-T7-A92I-01A	47 years, female, black or african american, stage:i, alive, 356 days	570.9
TCGA-AK-3431-01A	62 years, female, white, stage:ii, dead, 2241 days	569.3
TCGA-DW-7840-01A	60 years, male, black or african american, stage:i, alive, 114 days	557.7
TCGA-HE-A5NI-01A	73 years, male, stage:i, alive, 360 days	557.6
TCGA-UZ-A9PN-01A	54 years, male, white, stage:iii, dead, 1136 days	555.3
TCGA-B3-3925-01A	52 years, male, white, stage:iii, alive, 1029 days	553.7
TCGA-SX-A7SS-01A	67 years, male, white, stage:i, alive, 1615 days	553.2
TCGA-CW-6088-01A	60 years, male, white, stage:i, alive, 3222 days	550.9
TCGA-B4-5843-01A	45 years, male, white, stage:i, alive, 11 days	550.1
TCGA-MH-A856-01A	54 years, male, white, stage:i, alive, 947 days	549.9
TCGA-UZ-A9PX-01A	73 years, male, white, stage:i, alive, 1981 days	545.5
TCGA-SX-A7SM-01A	60 years, male, black or african american, stage:iv, dead, 363 days	539.9
TCGA-BP-4999-01A	56 years, male, white, stage:i, alive, 1266 days	538.9
TCGA-B1-A47N-01A	62 years, male, white, stage:i, alive, 1110 days	536.3
TCGA-B8-A54E-01A	62 years, female, black or african american, stage:i, alive, 909 days	533.2
TCGA-G7-6793-01A	60 years, female, white, stage:iv, dead, 336 days	531.1
TCGA-5P-A9JY-01A	79 years, male, white, dead, 1508 days	529.2
TCGA-A4-8098-01A	73 years, male, black or african american, stage:i, alive, 896 days	529.0
TCGA-B0-4710-01A	75 years, female, white, stage:iii, alive, 1755 days	526.9
TCGA-AL-3466-01A	41 years, male, white, stage:iv, dead, 293 days	524.5
TCGA-B0-4845-01A	70 years, male, white, stage:iv, dead, 1986 days	523.8
TCGA-B0-4688-01A	46 years, male, white, stage:iv, dead, 101 days	523.7
TCGA-B2-5633-01B	56 years, male, white, stage:i, alive, 963 days	523.4
TCGA-BP-4332-01A	36 years, male, white, stage:iii, alive, 1133 days	521.7
TCGA-2Z-A9J6-01A	61 years, male, white, stage:i, alive, 1731 days	518.3
TCGA-A4-A5Y1-01A	75 years, male, white, stage:iii, dead, 395 days	516.4
TCGA-BP-4991-01A	54 years, male, white, stage:i, alive, 1413 days	514.2
TCGA-B2-5635-01A	74 years, male, white, stage:i, alive, 755 days	512.9
TCGA-DV-A4VX-01A	59 years, male, black or african american, stage:iv, dead, 1626 days	507.1
TCGA-BP-5192-01A	59 years, male, white, stage:i, alive, 714 days	507.0
TCGA-IZ-A6M9-01A	63 years, male, white, stage:i, alive, 376 days	504.1
TCGA-2Z-A9J8-01A	50 years, male, white, stage:i, alive, 2790 days	503.7
TCGA-KL-8336-01A	51 years, female, white, stage:iv, dead, 920 days	503.1
TCGA-CW-5591-01A	56 years, male, white, stage:iv, alive, 2271 days	502.0
TCGA-B1-A655-01A	77 years, female, white, stage:i, alive, 510 days	499.7
TCGA-B9-A5W7-01A	47 years, male, black or african american, stage:i, alive, 585 days	499.7
TCGA-5P-A9JZ-01A	51 years, female, white, alive, 2744 days	498.0
TCGA-B1-A654-01A	43 years, female, black or african american, stage:i, alive, 616 days	495.8
TCGA-GL-A59T-01A	46 years, male, white, stage:i, alive, 546 days	494.6
TCGA-B0-5100-01A	72 years, male, black or african american, stage:iii, dead, 1913 days	489.2
TCGA-BP-4177-01A	65 years, male, white, stage:i, alive, 1670 days	487.8
TCGA-A4-8310-01A	58 years, male, white, stage:iii, alive, 780 days	480.6
TCGA-2Z-A9JQ-01A	66 years, male, white, stage:i, alive, 778 days	477.5
TCGA-B4-5844-01A	61 years, female, white, stage:ii, alive, 7 days	476.5
TCGA-UZ-A9PR-01A	84 years, male, white, stage:i, alive, 2627 days	476.5
TCGA-BP-4974-01A	58 years, male, white, stage:iv, dead, 211 days	476.2
TCGA-BP-4326-01A	53 years, female, white, stage:i, dead, 1625 days	474.4
TCGA-AL-7173-01A	72 years, female, white, stage:iv, alive, 2060 days	474.1
TCGA-KO-8409-01A	69 years, male, white, stage:ii, alive, 3180 days	473.5
TCGA-BQ-7044-01A	73 years, male, white, stage:iii, alive, 3760 days	471.9
TCGA-KO-8416-01A	41 years, male, white, stage:iii, alive, 2752 days	469.7
TCGA-A4-8517-01A	71 years, male, white, stage:i, alive, 597 days	466.9
TCGA-G7-7501-01A	55 years, female, black or african american, stage:iii, dead, 624 days	466.7
TCGA-BP-4994-01A	54 years, male, white, stage:i, alive, 1308 days	466.4
TCGA-B9-4617-01A	41 years, male, black or african american, alive, 35 days	463.4
TCGA-2Z-A9JG-01A	64 years, male, white, stage:i, alive, 1662 days	462.6
TCGA-BP-4961-01A	47 years, male, white, stage:i, alive, 1935 days	461.8
TCGA-A4-7287-01A	75 years, female, white, stage:i, dead, 597 days	460.3
TCGA-DV-A4W0-01A	55 years, male, black or african american, stage:i, alive, 2470 days	459.9
TCGA-KO-8414-01A	50 years, female, white, stage:ii, alive, 3212 days	455.4
TCGA-BQ-5886-01A	75 years, male, white, stage:iii, alive, 792 days	438.3
TCGA-B3-A6W5-01A	43 years, male, black or african american, stage:i, alive, 309 days	438.3
TCGA-KL-8340-01A	34 years, male, white, stage:ii, alive, 2024 days	436.9
TCGA-BQ-5883-01A	79 years, female, black or african american, stage:i, alive, 1242 days	432.8
TCGA-KN-8423-01A	44 years, male, white, stage:i, alive, 788 days	431.8
TCGA-SX-A71V-01A	80 years, male, white, stage:i, alive, 876 days	431.1
TCGA-B9-A8YI-01A	79 years, male, black or african american, stage:i, alive, 374 days	426.7
TCGA-P4-A5E7-01A	74 years, female, white, stage:i, alive, 2649 days	425.7
TCGA-BQ-7050-01A	53 years, female, white, stage:i, alive, 1864 days	423.9
TCGA-KL-8327-01A	46 years, female, white, stage:i, alive, 4169 days	422.9
TCGA-A4-7734-01A	53 years, female, white, stage:i, alive, 27 days	422.1
TCGA-MM-A564-01A	68 years, male, black or african american, stage:ii, alive, 607 days	421.9
TCGA-UZ-A9PK-01A	71 years, male, white, stage:i, alive, 3571 days	421.2
TCGA-CZ-5982-01A	59 years, female, white, stage:i, alive, 2439 days	418.9
TCGA-KL-8345-01A	75 years, male, white, stage:iii, alive, 1665 days	418.2
TCGA-BP-4760-01A	69 years, male, black or african american, stage:i, alive, 2361 days	417.8
TCGA-MH-A55W-01A	50 years, male, black or african american, stage:i, alive, 1043 days	417.7
TCGA-P4-AAVM-01A	69 years, male, white, stage:i, alive, 1539 days	417.6
TCGA-UZ-A9Q1-01A	88 years, female, white, stage:i, alive, 1562 days	416.5
TCGA-BP-4769-01A	63 years, male, white, stage:i, alive, 1876 days	415.9
TCGA-A4-A4ZT-01A	71 years, female, white, stage:i, alive, 516 days	414.6
TCGA-KL-8332-01A	55 years, male, white, stage:i, alive, 2582 days	414.3
TCGA-BQ-7056-01A	75 years, female, white, stage:iii, alive, 612 days	414.2
TCGA-SX-A71U-01A	57 years, male, white, stage:i, alive, 1357 days	413.8
TCGA-G7-A8LC-01A	61 years, male, white, stage:i, alive, 702 days	413.3
TCGA-CZ-5453-01A	67 years, male, white, stage:ii, dead, 2419 days	411.1
TCGA-4A-A93X-01A	58 years, male, white, stage:iv, alive, 390 days	405.3
TCGA-SX-A71S-01A	66 years, female, white, stage:i, alive, 1504 days	403.0
TCGA-MH-A857-01A	63 years, male, black or african american, stage:i, alive, 890 days	401.8
TCGA-G7-6789-01A	53 years, female, white, stage:iv, dead, 122 days	400.2
TCGA-Y8-A8S0-01A	58 years, male, white, stage:i, alive, 183 days	400.0
TCGA-A4-A5DU-01A	45 years, female, white, stage:i, alive, 496 days	398.9
TCGA-5P-A9K9-01A	59 years, female, white, dead, 589 days	397.9
TCGA-2Z-A9JO-01A	56 years, female, black or african american, stage:i, alive, 949 days	395.2
TCGA-KO-8406-01A	17 years, female, white, stage:i, alive, 3145 days	394.2
TCGA-BP-4789-01A	48 years, male, white, stage:i, alive, 1489 days	393.1
TCGA-CZ-5989-01A	60 years, male, white, stage:ii, alive, 1905 days	391.7
TCGA-B4-5378-01A	62 years, male, white, stage:i, alive, 175 days	389.3
TCGA-CJ-5679-01A	73 years, male, white, stage:iii, dead, 679 days	387.7
TCGA-A4-7828-01A	74 years, female, black or african american, stage:i, alive, 238 days	387.4
TCGA-KL-8325-01A	56 years, female, white, stage:ii, dead, 725 days	383.7
TCGA-5P-A9KF-01A	53 years, male, white, alive, 845 days	383.3
TCGA-IA-A40Y-01A	60 years, female, white, stage:iii, alive, 62 days	380.5
TCGA-BQ-5891-01A	57 years, female, white, stage:iii, alive, 29 days	380.1
TCGA-B1-A47M-01A	79 years, male, black or african american, stage:iii, alive, 659 days	375.6
TCGA-UZ-A9PU-01A	77 years, male, white, stage:i, dead, 933 days	374.8
TCGA-Y8-A895-01A	74 years, male, white, stage:i, alive, 484 days	372.3
TCGA-B0-4706-01A	61 years, male, white, stage:iii, dead, 65 days	371.7
TCGA-CW-6093-01A	73 years, male, white, stage:i, alive, 3146 days	366.8
TCGA-B0-5117-01A	40 years, male, white, stage:i, alive, 1608 days	366.3
TCGA-BQ-5876-01A	75 years, male, white, stage:i, alive, 586 days	363.0
TCGA-KM-8442-01A	38 years, male, stage:ii, alive, 1437 days	362.9
TCGA-SX-A71W-01A	66 years, male, white, stage:i, alive, 1076 days	362.8
TCGA-BP-4985-01A	72 years, male, white, stage:iii, dead, 952 days	360.0
TCGA-B3-4103-01A	56 years, male, white, stage:i, alive, 930 days	355.4
TCGA-DW-5560-01A	38 years, female, white, stage:i, alive, 1486 days	352.7
TCGA-G7-A8LD-01A	71 years, male, white, stage:iii, dead, 514 days	352.6
TCGA-HE-A5NH-01A	62 years, male, stage:i, alive, 791 days	347.6
TCGA-AK-3440-01A	58 years, male, white, stage:i, alive, 2865 days	346.2
TCGA-A3-3313-01A	59 years, male, black or african american, stage:i, dead, 735 days	344.3
TCGA-B0-5099-01A	88 years, female, white, stage:iii, dead, 485 days	342.9
TCGA-G6-A8L8-01A	62 years, female, black or african american, stage:i, dead, 1091 days	341.3
TCGA-5P-A9K4-01A	54 years, male, white, alive, 2184 days	340.3
TCGA-GL-7773-01A	63 years, male, white, stage:i, alive, 393 days	337.7
TCGA-BP-4784-01A	67 years, female, white, stage:i, alive, 1854 days	335.2
TCGA-DV-5576-01A	55 years, female, black or african american, stage:i, dead, 727 days	333.0
TCGA-B3-3926-01A	59 years, female, white, stage:i, alive, 883 days	331.6
TCGA-AK-3433-01A	48 years, female, white, stage:ii, alive, 3409 days	328.3
TCGA-G7-6790-01A	57 years, male, white, stage:i, alive, 1575 days	327.0
TCGA-B9-4116-01A	75 years, female, black or african american, alive, 627 days	324.4
TCGA-GL-6846-01A	52 years, male, white, stage:iv, alive, 5925 days	322.3
TCGA-F9-A7Q0-01A	37 years, female, asian, stage:i, alive, 398 days	319.9
TCGA-KN-8428-01A	71 years, male, white, stage:ii, dead, 1590 days	317.5
TCGA-P4-A5EB-01A	83 years, male, white, stage:i, alive, 3015 days	316.0
TCGA-KV-A74V-01A	40 years, male, white, stage:i, alive, 347 days	315.1
TCGA-GL-A59R-01A	79 years, male, white, stage:iii, alive, 378 days	314.4
TCGA-G7-A8LE-01A	62 years, male, white, stage:i, alive, 2453 days	311.5
TCGA-B0-5116-01A	53 years, male, white, stage:iii, alive, 1274 days	311.3
TCGA-SX-A7SQ-01A	48 years, male, white, stage:i, alive, 1266 days	303.9
TCGA-KL-8331-01A	48 years, female, white, stage:ii, alive, 3010 days	301.8
TCGA-AK-3443-01A	45 years, male, white, stage:ii, alive, 1423 days	300.5
TCGA-MH-A560-01A	62 years, male, white, stage:i, alive, 924 days	297.7
TCGA-P4-AAVO-01A	69 years, male, white, stage:i, alive, 2400 days	295.4
TCGA-GL-A9DC-01A	66 years, female, white, stage:i, alive, 392 days	293.6
TCGA-G7-6795-01A	56 years, male, white, stage:i, alive, 1194 days	290.5
TCGA-UZ-A9PP-01A	60 years, male, white, stage:i, alive, 3010 days	286.9
TCGA-A4-8515-01A	47 years, male, american indian or alaska native, stage:i, alive, 709 days	285.8
TCGA-UZ-A9Q0-01A	60 years, male, white, stage:i, alive, 3368 days	282.0
TCGA-SX-A7SO-01A	64 years, male, white, stage:i, alive, 1257 days	281.3
TCGA-A4-8518-01A	48 years, male, white, stage:i, alive, 600 days	280.5
TCGA-BQ-5878-01A	79 years, female, white, stage:iii, alive, 1938 days	279.9
TCGA-UZ-A9PZ-01A	65 years, male, white, stage:iii, alive, 657 days	277.7
TCGA-KN-8432-01A	86 years, female, white, stage:ii, alive, 76 days	275.2
TCGA-F9-A4JJ-01A	35 years, female, black or african american, stage:iii, dead, 325 days	273.5
TCGA-MH-A854-01A	62 years, female, black or african american, stage:i, alive, 536 days	269.3
TCGA-KM-8440-01A	37 years, male, black or african american, stage:iii, alive, 1366 days	267.6
TCGA-G6-A8L7-01A	81 years, female, black or african american, stage:i, alive, 2133 days	266.8
TCGA-UN-AAZ9-01A	76 years, female, black or african american, stage:i, alive, 548 days	266.7
TCGA-KL-8323-01A	57 years, female, white, stage:iii, dead, 1158 days	265.0
TCGA-SX-A71R-01A	51 years, male, white, stage:i, alive, 1457 days	262.9
TCGA-F9-A7VF-01A	75 years, female, white, stage:i, alive, 73 days	262.8
TCGA-KL-8324-01A	67 years, female, white, stage:ii, alive, 4676 days	262.7
TCGA-DV-A4VZ-01A	53 years, male, black or african american, stage:i, alive, 365 days	261.7
TCGA-BQ-5879-01A	32 years, female, white, stage:iii, dead, 697 days	258.6
TCGA-HE-7130-01A	female, stage:iii, alive, 1770 days	258.6
TCGA-PJ-A5Z9-01A	80 years, female, white, stage:i, alive, 540 days	254.2
TCGA-KM-8438-01A	45 years, female, white, stage:ii, alive, 4622 days	253.8
TCGA-B9-A5W9-01A	40 years, male, white, stage:i, alive, 5 days	252.6
TCGA-B4-5832-01A	65 years, male, white, stage:iii, alive, 155 days	251.6
TCGA-KM-8476-01A	47 years, male, white, stage:i, alive, 3745 days	250.3
TCGA-BQ-5893-01A	61 years, male, white, stage:iv, dead, 241 days	247.5
TCGA-UZ-A9PL-01A	59 years, male, white, stage:ii, alive, 3152 days	242.7
TCGA-B0-4696-01A	58 years, male, white, stage:iii, dead, 866 days	237.4
TCGA-KL-8335-01A	68 years, male, white, stage:iii, alive, 2815 days	236.8
TCGA-2Z-A9J9-01A	77 years, male, black or african american, stage:i, alive, 2294 days	234.4
TCGA-AK-3447-01A	84 years, male, white, stage:ii, alive, 1217 days	234.0
TCGA-AL-3472-01A	57 years, male, black or african american, alive, 2029 days	232.5
TCGA-B9-7268-01A	59 years, male, white, stage:ii, alive, 671 days	232.4
TCGA-DW-7836-01A	55 years, male, white, stage:i, alive, 1093 days	231.1
TCGA-AL-A5DJ-01A	55 years, female, white, stage:iii, dead, 1498 days	227.9
TCGA-KN-8427-01A	54 years, male, white, stage:iv, alive, 30 days	224.5
TCGA-AS-3777-01A	63 years, male, white, stage:i, alive, 1238 days	211.1
TCGA-DW-7842-01A	52 years, male, white, stage:i, alive, 92 days	210.7
TCGA-KL-8337-01A	26 years, male, black or african american, stage:ii, alive, 1364 days	207.1
TCGA-J7-A8I2-01A	75 years, male, asian, stage:i, alive, 307 days	206.1
TCGA-DV-5567-01A	40 years, female, black or african american, stage:i, alive, 2004 days	205.8
TCGA-BP-4352-01A	74 years, female, white, stage:iv, dead, 344 days	203.0
TCGA-KN-8418-01A	41 years, female, white, stage:ii, alive, 3935 days	200.0
TCGA-AL-3468-01A	74 years, male, white, stage:ii, dead, 2331 days	199.2
TCGA-2Z-A9JS-01A	74 years, male, white, stage:i, dead, 492 days	199.2
TCGA-G7-A8LB-01A	70 years, male, white, stage:iv, alive, 547 days	191.0
TCGA-2Z-A9JE-01A	59 years, male, white, stage:i, alive, 1728 days	190.9
TCGA-UZ-A9PJ-01A	78 years, male, white, stage:i, dead, 797 days	190.8
TCGA-GL-8500-01A	63 years, male, white, stage:i, alive, 841 days	190.7
TCGA-A4-7584-01A	59 years, male, black or african american, stage:i, alive, 650 days	188.5
TCGA-5P-A9K2-01A	62 years, male, white, alive, 2392 days	187.8
TCGA-HE-A5NJ-01A	58 years, male, alive, 1726 days	185.1
TCGA-B8-4619-01A	58 years, male, white, stage:i, alive, 523 days	184.0
TCGA-G7-6797-01A	46 years, male, white, stage:iii, alive, 765 days	182.4
TCGA-KL-8339-01A	67 years, male, white, stage:iv, dead, 855 days	181.0
TCGA-KO-8408-01A	47 years, male, white, stage:iii, dead, 507 days	178.5
TCGA-BQ-5875-01A	66 years, female, white, stage:iii, alive, 2639 days	175.3
TCGA-KO-8417-01A	30 years, female, white, stage:i, alive, 2815 days	175.3
TCGA-A4-7288-01A	71 years, female, white, alive, 1857 days	175.1
TCGA-KL-8328-01A	60 years, male, white, stage:ii, alive, 3127 days	173.9
TCGA-AT-A5NU-01A	77 years, male, white, stage:i, alive, 67 days	172.7
TCGA-DZ-6133-01A	66 years, female, white, stage:i, dead, 1557 days	172.3
TCGA-A4-8630-01A	59 years, female, white, stage:i, alive, 436 days	170.8
TCGA-IZ-8196-01A	50 years, male, white, stage:i, alive, 649 days	169.0
TCGA-A4-A57E-01A	59 years, male, white, stage:iv, dead, 258 days	167.5
TCGA-B9-A44B-01A	70 years, male, black or african american, stage:iii, alive, 361 days	163.4
TCGA-KN-8431-01A	35 years, female, stage:ii, alive, 588 days	162.4
TCGA-A3-3328-01A	79 years, male, white, stage:i, alive, 1385 days	157.6
TCGA-B8-A54K-01A	61 years, male, black or african american, stage:i, alive, 469 days	154.5
TCGA-B0-5098-01A	53 years, female, black or african american, stage:i, dead, 1584 days	153.7
TCGA-2Z-A9J3-01A	67 years, male, white, stage:ii, dead, 1771 days	150.6
TCGA-KL-8330-01A	44 years, female, black or african american, stage:ii, alive, 3304 days	150.3
TCGA-A4-8311-01A	60 years, male, white, stage:i, alive, 729 days	148.5
TCGA-KL-8344-01A	51 years, male, white, stage:iii, alive, 876 days	148.1
TCGA-IZ-8195-01A	82 years, male, white, stage:ii, alive, 677 days	137.3
TCGA-B3-4104-01A	75 years, male, white, stage:ii, alive, 1049 days	136.1
TCGA-HE-7129-01A	male, stage:ii, alive, 2492 days	135.4
TCGA-BQ-7051-01A	74 years, male, white, stage:ii, alive, 1533 days	134.5
TCGA-SX-A7SL-01A	74 years, male, stage:i, alive, 823 days	128.8
TCGA-UZ-A9PQ-01A	59 years, male, black or african american, stage:iii, dead, 2624 days	127.8
TCGA-KM-8443-01A	58 years, male, white, stage:ii, alive, 1520 days	127.0
TCGA-2Z-A9JD-01A	66 years, male, white, stage:i, alive, 1060 days	125.9
TCGA-GL-7966-01A	28 years, female, white, stage:iii, alive, 112 days	124.5
TCGA-UZ-A9PV-01A	65 years, male, white, stage:i, alive, 1444 days	123.9
TCGA-KL-8343-01A	72 years, male, white, stage:iii, dead, 2172 days	123.6
TCGA-UZ-A9PS-01A	62 years, female, black or african american, stage:ii, alive, 2167 days	119.0
TCGA-P4-A5E8-01A	57 years, male, white, stage:iii, dead, 1306 days	118.4
TCGA-2Z-A9J7-01A	63 years, male, white, stage:iv, dead, 139 days	116.4
TCGA-BQ-7055-01A	73 years, male, white, stage:i, alive, 799 days	115.6
TCGA-KN-8435-01A	59 years, male, white, stage:ii, alive, 3498 days	115.4
TCGA-AK-3465-01A	71 years, female, black or african american, stage:i, alive, 369 days	114.8
TCGA-EV-5902-01A	58 years, male, white, stage:i, alive, 578 days	106.6
TCGA-AL-3471-01A	74 years, male, white, stage:i, dead, 1500 days	99.0
TCGA-KN-8436-01A	63 years, male, white, stage:ii, alive, 1288 days	94.3
TCGA-B9-5155-01A	71 years, male, white, stage:iii, alive, 665 days	81.8
TCGA-A4-A5Y0-01A	61 years, female, white, stage:i, alive, 252 days	77.8
TCGA-KL-8326-01A	69 years, male, white, stage:iii, alive, 3322 days	73.4
TCGA-AK-3427-01A	65 years, male, white, stage:i, alive, 3583 days	73.2
TCGA-KL-8346-01A	62 years, male, white, stage:ii, alive, 1897 days	71.1
TCGA-KL-8341-01A	41 years, male, asian, stage:iv, dead, 754 days	68.1
TCGA-B0-4834-01A	49 years, male, white, stage:i, dead, 2090 days	66.6
TCGA-Y8-A894-01A	57 years, female, white, stage:i, alive, 567 days	58.6
TCGA-DW-7839-01A	58 years, female, white, stage:i, alive, 419 days	49.1
TCGA-KN-8421-01A	48 years, female, white, stage:ii, alive, 2674 days	31.6
TCGA-AL-3467-01A	54 years, female, white, alive, 2135 days	15.6
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RENAL CANCER - Protein expressionⁱ A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here. Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.

Antibody stainingⁱ Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high. This score is based on the staining intensity and fraction of stained cells. Read more	Antibody HPA010592	Antibody CAB002506
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