Expression of NDUFA4L2 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

NDUFA4L2 is prognostic, high expression is unfavorable in renal cancer

Stage:

Survival analysis

Current cut offⁱ:
Best expression cut offⁱ: 11.03
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

356.2

Number of samples

877

Samples

Sample	Description	FPKM
TCGA-BP-4761-01A	57 years, male, white, stage:iii, alive, 182 days	2876.8
TCGA-B0-4821-01A	68 years, female, asian, stage:iii, dead, 1230 days	2540.6
TCGA-A3-A6NI-01A	47 years, male, black or african american, stage:i, alive, 1018 days	2097.4
TCGA-BP-5175-01A	60 years, male, white, stage:i, alive, 932 days	2026.9
TCGA-B0-4691-01A	55 years, male, white, stage:iv, dead, 139 days	1946.0
TCGA-CZ-5469-01A	41 years, male, white, stage:ii, dead, 946 days	1764.4
TCGA-G6-A8L6-01A	55 years, male, black or african american, stage:iv, dead, 313 days	1709.6
TCGA-B0-5085-01A	76 years, female, white, stage:iii, dead, 770 days	1657.6
TCGA-B0-4818-01A	68 years, female, white, stage:ii, dead, 510 days	1644.8
TCGA-B0-4842-01A	74 years, female, white, stage:iii, dead, 1724 days	1581.7
TCGA-B0-5100-01A	72 years, male, black or african american, stage:iii, dead, 1913 days	1564.1
TCGA-B8-4153-01B	74 years, male, white, stage:iii, alive, 762 days	1527.5
TCGA-CJ-4638-01A	46 years, female, white, stage:iv, dead, 431 days	1520.3
TCGA-CJ-5679-01A	73 years, male, white, stage:iii, dead, 679 days	1451.6
TCGA-CJ-4873-01A	85 years, female, white, stage:iii, alive, 2259 days	1375.1
TCGA-CJ-4912-01A	61 years, male, white, stage:ii, alive, 1657 days	1367.0
TCGA-B0-5107-01A	65 years, female, white, stage:iv, dead, 927 days	1349.0
TCGA-G6-A8L8-01A	62 years, female, black or african american, stage:i, dead, 1091 days	1337.9
TCGA-BP-4776-01A	52 years, male, white, stage:i, alive, 411 days	1334.4
TCGA-BP-4352-01A	74 years, female, white, stage:iv, dead, 344 days	1312.4
TCGA-AK-3436-01A	40 years, male, white, stage:iv, alive, 3331 days	1287.2
TCGA-B0-4841-01A	63 years, male, white, stage:iv, dead, 204 days	1273.8
TCGA-A3-3383-01A	52 years, male, white, stage:i, alive, 861 days	1265.3
TCGA-CZ-5468-01A	84 years, male, white, stage:iv, dead, 59 days	1258.4
TCGA-BP-4981-01A	75 years, female, white, stage:iii, dead, 1097 days	1240.2
TCGA-DV-5568-01A	26 years, male, white, stage:i, alive, 370 days	1239.4
TCGA-B8-4154-01A	73 years, female, white, stage:i, alive, 1380 days	1211.4
TCGA-B0-4839-01A	80 years, female, white, stage:i, dead, 1639 days	1207.1
TCGA-B0-4706-01A	61 years, male, white, stage:iii, dead, 65 days	1206.9
TCGA-CJ-6033-01A	54 years, female, white, stage:iv, dead, 224 days	1205.9
TCGA-BP-4165-01A	64 years, female, white, stage:i, alive, 3037 days	1200.7
TCGA-B8-A54F-01A	49 years, female, black or african american, stage:i, alive, 519 days	1195.5
TCGA-CJ-5683-01A	78 years, male, white, stage:i, alive, 1889 days	1179.8
TCGA-BP-5192-01A	59 years, male, white, stage:i, alive, 714 days	1167.2
TCGA-BP-4985-01A	72 years, male, white, stage:iii, dead, 952 days	1167.0
TCGA-AK-3458-01A	48 years, male, white, stage:i, alive, 1168 days	1163.1
TCGA-BP-4351-01A	51 years, female, white, stage:iii, alive, 970 days	1154.5
TCGA-CJ-5677-01A	54 years, female, white, stage:iv, dead, 782 days	1150.4
TCGA-BP-5199-01A	58 years, male, white, stage:ii, alive, 1355 days	1148.3
TCGA-BP-4968-01A	40 years, male, white, stage:i, alive, 1746 days	1147.8
TCGA-MM-A84U-01A	58 years, female, black or african american, stage:i, alive, 700 days	1140.2
TCGA-CZ-4856-01A	62 years, female, white, stage:i, alive, 18 days	1140.1
TCGA-B0-4844-01A	60 years, male, white, stage:iv, dead, 313 days	1127.7
TCGA-AK-3428-01A	62 years, male, white, stage:iii, alive, 3728 days	1126.7
TCGA-CJ-4870-01A	58 years, female, black or african american, stage:iii, alive, 1498 days	1118.4
TCGA-BP-5196-01A	54 years, male, white, stage:i, alive, 1018 days	1113.3
TCGA-BP-4167-01A	60 years, male, white, stage:iii, alive, 2718 days	1109.2
TCGA-AK-3434-01A	72 years, male, white, stage:i, alive, 2087 days	1105.9
TCGA-B0-5696-01A	70 years, male, white, stage:iii, alive, 2609 days	1104.3
TCGA-B8-A54I-01A	48 years, male, black or african american, stage:i, alive, 150 days	1095.0
TCGA-CZ-5458-01A	43 years, male, white, stage:iii, alive, 2789 days	1094.1
TCGA-BP-5180-01A	53 years, male, white, stage:i, alive, 2263 days	1086.3
TCGA-B0-4828-01A	79 years, male, white, stage:iv, dead, 307 days	1081.4
TCGA-3Z-A93Z-01A	69 years, male, black or african american, stage:i, alive, 385 days	1080.6
TCGA-CZ-5987-01A	60 years, male, white, stage:iv, dead, 445 days	1076.6
TCGA-B0-4822-01A	78 years, male, white, stage:ii, dead, 1111 days	1062.0
TCGA-BP-4992-01A	66 years, male, white, stage:i, alive, 501 days	1056.4
TCGA-BP-4960-01A	46 years, male, white, stage:ii, alive, 2172 days	1055.0
TCGA-A3-3346-01A	68 years, male, white, stage:i, dead, 137 days	1026.9
TCGA-B0-5116-01A	53 years, male, white, stage:iii, alive, 1274 days	1023.8
TCGA-CJ-4869-01A	49 years, male, white, stage:iii, alive, 2554 days	1017.5
TCGA-BP-5010-01A	63 years, male, white, stage:iii, dead, 878 days	1016.6
TCGA-CJ-5675-01A	70 years, male, white, stage:ii, alive, 3936 days	1007.2
TCGA-B0-4707-01A	63 years, male, white, stage:iii, dead, 600 days	1001.9
TCGA-AK-3454-01A	84 years, male, white, stage:i, alive, 874 days	993.0
TCGA-BP-5181-01A	58 years, female, white, stage:i, alive, 1495 days	985.0
TCGA-DV-A4VZ-01A	53 years, male, black or african american, stage:i, alive, 365 days	981.8
TCGA-CJ-4642-01B	47 years, male, white, stage:ii, alive, 3205 days	974.0
TCGA-BP-4327-01A	75 years, female, white, stage:ii, dead, 109 days	972.2
TCGA-B8-A7U6-01A	54 years, female, black or african american, stage:i, alive, 495 days	969.1
TCGA-CJ-4891-01A	57 years, female, white, stage:iii, dead, 819 days	964.1
TCGA-CJ-5676-01A	47 years, male, white, stage:iii, alive, 4067 days	961.6
TCGA-BP-5000-01A	40 years, male, white, stage:i, alive, 563 days	959.0
TCGA-B0-5694-01A	71 years, male, white, stage:iii, dead, 480 days	950.5
TCGA-BP-4163-01A	60 years, female, white, stage:iii, alive, 2839 days	944.1
TCGA-B0-4697-01A	46 years, female, white, stage:iv, dead, 578 days	940.5
TCGA-BP-5191-01A	80 years, male, white, stage:iii, alive, 967 days	939.4
TCGA-B0-4810-01A	47 years, male, white, stage:iii, dead, 478 days	932.8
TCGA-BP-5174-01A	45 years, female, white, stage:i, alive, 2257 days	931.0
TCGA-B0-5692-01A	66 years, female, white, stage:iii, alive, 3944 days	929.3
TCGA-A3-A8OW-01A	37 years, male, black or african american, stage:iii, alive, 323 days	928.7
TCGA-CZ-5466-01A	67 years, male, stage:iii, alive, 685 days	923.6
TCGA-CJ-5682-01A	60 years, male, white, stage:iv, alive, 3736 days	923.1
TCGA-B0-4827-01A	77 years, female, white, stage:iii, dead, 885 days	921.9
TCGA-BP-5183-01A	57 years, male, white, stage:iii, alive, 1291 days	910.5
TCGA-BP-5184-01A	54 years, male, white, stage:i, alive, 1133 days	910.2
TCGA-DV-A4VX-01A	59 years, male, black or african american, stage:iv, dead, 1626 days	907.4
TCGA-MM-A564-01A	68 years, male, black or african american, stage:ii, alive, 607 days	907.0
TCGA-B8-4151-01A	51 years, female, white, stage:iii, alive, 1299 days	905.5
TCGA-B0-5700-01A	77 years, male, white, stage:i, alive, 1790 days	904.6
TCGA-B0-4817-01A	81 years, male, white, stage:iii, dead, 1019 days	895.9
TCGA-BP-5201-01A	63 years, male, white, stage:iv, alive, 951 days	887.3
TCGA-B0-4713-01A	76 years, female, white, stage:iii, dead, 202 days	885.5
TCGA-B0-5095-01A	81 years, male, white, stage:iii, dead, 245 days	884.0
TCGA-BP-4349-01A	68 years, female, white, stage:i, alive, 372 days	881.6
TCGA-BP-5007-01A	46 years, male, white, stage:ii, alive, 1140 days	878.5
TCGA-B0-4833-01A	82 years, female, white, stage:i, dead, 2386 days	878.5
TCGA-B0-5092-01A	53 years, female, white, stage:iv, dead, 459 days	875.2
TCGA-BP-5176-01A	78 years, female, white, stage:i, dead, 1590 days	873.6
TCGA-B0-4714-01A	81 years, male, white, stage:iv, dead, 99 days	873.5
TCGA-AK-3455-01A	71 years, female, white, stage:iii, dead, 683 days	864.7
TCGA-B4-5836-01A	61 years, female, white, stage:i, alive, 141 days	860.6
TCGA-BP-4759-01A	50 years, male, white, stage:i, alive, 2372 days	858.1
TCGA-B0-5703-01A	73 years, male, white, stage:i, alive, 2246 days	854.4
TCGA-B0-5400-01A	59 years, female, white, stage:iii, alive, 1733 days	851.8
TCGA-BP-4338-01A	43 years, male, white, stage:i, alive, 2859 days	851.5
TCGA-CW-5588-01A	78 years, female, white, stage:i, alive, 2017 days	849.5
TCGA-BP-4332-01A	36 years, male, white, stage:iii, alive, 1133 days	848.6
TCGA-BP-5186-01A	50 years, female, white, stage:i, alive, 693 days	847.9
TCGA-BP-4758-01A	40 years, male, white, stage:i, alive, 2208 days	839.4
TCGA-B0-4712-01A	76 years, male, white, stage:iv, dead, 1337 days	836.7
TCGA-B0-4823-01A	88 years, male, white, stage:i, dead, 454 days	835.1
TCGA-B0-4693-01A	73 years, female, white, stage:iii, dead, 77 days	829.0
TCGA-B0-4816-01A	49 years, male, white, stage:ii, dead, 1371 days	825.8
TCGA-CZ-5451-01A	74 years, male, white, stage:ii, alive, 1929 days	825.1
TCGA-CJ-4892-01A	65 years, female, white, stage:i, alive, 1521 days	814.9
TCGA-DV-5569-01A	29 years, female, white, stage:i, alive, 355 days	808.4
TCGA-B0-5699-01A	53 years, male, white, stage:i, alive, 3841 days	802.4
TCGA-BP-5177-01A	46 years, female, white, stage:i, alive, 293 days	801.3
TCGA-B0-4843-01A	57 years, male, white, stage:iii, dead, 320 days	798.8
TCGA-CJ-4882-01A	57 years, male, black or african american, stage:iii, alive, 1883 days	796.9
TCGA-BP-4159-01A	70 years, male, white, stage:i, dead, 2601 days	794.8
TCGA-BP-5001-01A	43 years, female, white, stage:i, alive, 1177 days	791.1
TCGA-CJ-5684-01A	61 years, male, white, stage:iii, alive, 2231 days	790.4
TCGA-BP-5169-01A	70 years, male, white, stage:i, alive, 193 days	788.0
TCGA-A3-A6NL-01A	49 years, female, black or african american, stage:i, alive, 689 days	785.4
TCGA-CZ-5459-01A	63 years, male, white, stage:iii, alive, 1683 days	784.2
TCGA-EU-5904-01A	47 years, female, white, stage:i, alive, 551 days	783.7
TCGA-BP-4784-01A	67 years, female, white, stage:i, alive, 1854 days	783.1
TCGA-B8-A54H-01A	69 years, female, black or african american, stage:ii, alive, 256 days	778.8
TCGA-CZ-4858-01A	39 years, male, white, stage:ii, dead, 2105 days	778.1
TCGA-DV-5566-01A	67 years, female, white, stage:i, alive, 1398 days	771.0
TCGA-BP-5190-01A	61 years, male, white, stage:i, alive, 1011 days	769.4
TCGA-BP-4164-01A	51 years, female, white, stage:iii, dead, 992 days	767.6
TCGA-CJ-4905-01A	62 years, female, white, stage:i, alive, 1496 days	765.4
TCGA-CJ-4878-01A	71 years, female, white, stage:iii, alive, 2186 days	763.2
TCGA-MM-A563-01A	41 years, male, black or african american, alive, 591 days	762.4
TCGA-CZ-5460-01A	55 years, male, white, stage:iv, alive, 2873 days	760.9
TCGA-DV-5565-01A	59 years, male, white, stage:i, alive, 1329 days	756.3
TCGA-EU-5907-01A	81 years, male, white, stage:iii, alive, 127 days	747.5
TCGA-BP-4804-01A	59 years, male, white, stage:i, alive, 1459 days	747.1
TCGA-B0-4838-01A	69 years, female, white, stage:i, dead, 834 days	747.0
TCGA-A3-3362-01A	60 years, female, white, stage:i, alive, 1559 days	745.7
TCGA-BP-4331-01A	52 years, male, white, stage:i, dead, 2454 days	745.0
TCGA-B0-4703-01A	51 years, male, white, stage:iv, dead, 182 days	743.9
TCGA-CJ-4887-01A	48 years, male, white, stage:iv, dead, 932 days	740.7
TCGA-A3-3326-01A	47 years, male, white, stage:i, alive, 1137 days	734.2
TCGA-CJ-4872-01A	51 years, male, white, stage:i, alive, 326 days	732.8
TCGA-CZ-5456-01A	57 years, male, white, stage:ii, alive, 2422 days	730.9
TCGA-BP-5009-01A	52 years, male, white, stage:i, dead, 1092 days	729.2
TCGA-CW-5585-01A	51 years, male, white, stage:iv, alive, 2609 days	728.1
TCGA-BP-4174-01A	49 years, male, white, stage:ii, alive, 1879 days	727.1
TCGA-B0-5690-01A	53 years, female, white, stage:i, alive, 3392 days	727.1
TCGA-B0-4811-01A	48 years, male, white, stage:iii, dead, 1417 days	725.1
TCGA-BP-4355-01A	59 years, female, white, stage:iii, dead, 953 days	721.0
TCGA-BP-5178-01A	71 years, male, white, stage:iv, dead, 1912 days	719.2
TCGA-B0-4849-01A	51 years, male, white, stage:iii, dead, 69 days	717.6
TCGA-B8-5549-01A	53 years, male, white, stage:i, alive, 194 days	711.4
TCGA-BP-4335-01A	65 years, female, white, stage:iv, dead, 475 days	711.3
TCGA-B0-5706-01A	45 years, male, white, stage:ii, alive, 3205 days	710.6
TCGA-A3-A8CQ-01A	59 years, female, black or african american, stage:i, alive, 3 days	710.6
TCGA-CJ-4875-01A	67 years, male, white, stage:iv, dead, 3554 days	705.8
TCGA-CJ-4871-01A	63 years, male, white, stage:iv, alive, 2423 days	705.2
TCGA-CJ-4907-01A	58 years, male, white, stage:iii, alive, 1499 days	704.4
TCGA-CW-5583-01A	51 years, female, white, stage:i, alive, 2489 days	704.1
TCGA-B0-5712-01A	68 years, female, black or african american, stage:iv, alive, 2722 days	700.9
TCGA-B0-5693-01A	47 years, female, white, stage:i, alive, 4074 days	695.0
TCGA-BP-4774-01A	57 years, female, white, stage:i, alive, 1885 days	693.1
TCGA-B0-5119-01A	61 years, female, white, stage:i, alive, 1552 days	691.4
TCGA-MW-A4EC-01A	73 years, female, black or african american, stage:i, alive, 498 days	690.7
TCGA-BP-4162-01A	65 years, female, white, stage:i, alive, 3074 days	690.2
TCGA-BP-5194-01A	39 years, male, white, stage:i, alive, 408 days	687.0
TCGA-CZ-4853-01A	82 years, male, white, stage:i, alive, 774 days	686.7
TCGA-B0-4710-01A	75 years, female, white, stage:iii, alive, 1755 days	686.3
TCGA-B0-5698-01A	77 years, male, black or african american, stage:i, alive, 3631 days	677.1
TCGA-BP-4977-01A	57 years, male, white, stage:i, alive, 454 days	673.3
TCGA-B0-4718-01A	57 years, male, white, stage:iii, alive, 1778 days	672.5
TCGA-CZ-5984-01A	51 years, male, white, stage:i, alive, 2067 days	670.0
TCGA-CZ-5452-01A	69 years, male, white, stage:ii, alive, 1789 days	667.9
TCGA-CJ-4885-01A	64 years, male, white, stage:iv, alive, 3451 days	665.9
TCGA-B0-4837-01A	63 years, male, white, stage:i, dead, 1378 days	665.6
TCGA-BP-5202-01A	75 years, male, white, stage:iii, alive, 29 days	665.0
TCGA-CZ-5470-01A	72 years, female, stage:ii, alive, 386 days	661.9
TCGA-B8-4622-01A	57 years, male, white, stage:iv, alive, 1525 days	656.4
TCGA-CZ-5464-01A	69 years, male, white, stage:iv, alive, 2128 days	652.1
TCGA-B8-A54J-01A	60 years, male, black or african american, stage:ii, alive, 528 days	651.9
TCGA-BP-4787-01A	59 years, female, white, stage:iv, dead, 480 days	647.1
TCGA-B0-5711-01A	50 years, male, white, stage:iii, alive, 3989 days	647.0
TCGA-B0-5102-01A	74 years, female, white, stage:i, dead, 2764 days	646.9
TCGA-B0-5077-01A	77 years, male, white, stage:i, dead, 1317 days	645.6
TCGA-B8-4143-01A	66 years, female, white, stage:iv, dead, 709 days	645.4
TCGA-GK-A6C7-01A	77 years, female, black or african american, stage:i, alive, 61 days	644.1
TCGA-BP-4798-01A	74 years, male, white, dead, 334 days	643.6
TCGA-B0-4814-01A	58 years, male, white, stage:iv, dead, 168 days	643.0
TCGA-BP-5168-01A	75 years, male, white, stage:i, dead, 1463 days	642.3
TCGA-CJ-4868-01A	42 years, male, white, stage:iv, dead, 646 days	641.2
TCGA-CZ-5461-01A	52 years, male, white, stage:iv, dead, 330 days	640.6
TCGA-B0-4845-01A	70 years, male, white, stage:iv, dead, 1986 days	640.2
TCGA-B0-5080-01A	63 years, male, white, stage:iv, dead, 342 days	640.1
TCGA-BP-4807-01A	42 years, male, white, stage:i, alive, 211 days	639.3
TCGA-A3-A8OV-01A	75 years, male, black or african american, stage:i, alive, 340 days	638.6
TCGA-A3-3335-01A	41 years, male, white, stage:ii, alive, 1886 days	637.0
TCGA-CW-5590-01A	51 years, male, white, stage:iv, dead, 1075 days	637.0
TCGA-DV-A4W0-01A	55 years, male, black or african american, stage:i, alive, 2470 days	635.1
TCGA-CZ-4857-01A	56 years, male, white, stage:iv, dead, 1432 days	630.4
TCGA-BP-4326-01A	53 years, female, white, stage:i, dead, 1625 days	629.2
TCGA-DV-5576-01A	55 years, female, black or african american, stage:i, dead, 727 days	628.9
TCGA-B0-5096-01A	72 years, female, white, stage:iii, dead, 68 days	628.4
TCGA-A3-3349-01A	34 years, female, white, stage:i, alive, 1385 days	628.0
TCGA-B0-5705-01A	65 years, female, white, stage:i, alive, 4537 days	627.7
TCGA-BP-4329-01A	75 years, male, white, stage:iii, dead, 845 days	626.5
TCGA-B0-4848-01A	54 years, male, white, stage:iii, dead, 883 days	626.4
TCGA-A3-3319-01A	70 years, male, white, stage:i, alive, 1130 days	623.9
TCGA-BP-5173-01A	75 years, male, white, stage:i, dead, 62 days	619.4
TCGA-B0-4694-01A	72 years, male, white, stage:iii, dead, 106 days	616.7
TCGA-B4-5844-01A	61 years, female, white, stage:ii, alive, 7 days	616.6
TCGA-BP-4964-01A	55 years, female, white, stage:i, alive, 1862 days	614.2
TCGA-CJ-4916-01A	69 years, female, white, stage:iii, alive, 1373 days	611.3
TCGA-B0-5121-01A	56 years, male, white, stage:i, alive, 1485 days	610.7
TCGA-CJ-4902-01A	61 years, male, white, stage:iii, alive, 1520 days	606.2
TCGA-B2-4099-01A	83 years, male, white, stage:i, alive, 972 days	605.9
TCGA-A3-3307-01A	66 years, male, stage:iii, alive, 1436 days	603.9
TCGA-EU-5906-01A	55 years, male, white, stage:i, alive, 206 days	603.3
TCGA-BP-4987-01A	41 years, female, asian, stage:i, alive, 1124 days	602.0
TCGA-A3-3359-01A	82 years, female, white, stage:i, alive, 2504 days	601.2
TCGA-CJ-4881-01A	41 years, male, white, stage:iii, alive, 2014 days	600.0
TCGA-AS-3778-01A	35 years, male, white, stage:i, alive, 43 days	598.7
TCGA-CJ-6031-01A	54 years, male, white, stage:i, alive, 1906 days	596.1
TCGA-B8-5553-01A	67 years, female, white, stage:i, alive, 435 days	593.7
TCGA-CJ-4644-01A	48 years, female, white, stage:iv, dead, 336 days	593.4
TCGA-B0-4700-01A	60 years, male, white, stage:iv, dead, 1980 days	592.8
TCGA-CJ-5689-01A	90 years, male, white, stage:i, dead, 1620 days	591.2
TCGA-BP-5185-01A	56 years, male, white, stage:i, alive, 1132 days	586.0
TCGA-BP-4963-01A	64 years, male, white, stage:i, alive, 1834 days	585.5
TCGA-B0-5399-01A	46 years, male, white, stage:i, alive, 1411 days	583.8
TCGA-A3-3325-01A	52 years, male, white, stage:i, dead, 1170 days	581.2
TCGA-BP-4345-01A	62 years, male, white, stage:iii, alive, 1516 days	579.4
TCGA-CZ-5467-01A	86 years, female, white, stage:iii, dead, 73 days	578.4
TCGA-CZ-4854-01A	68 years, male, white, stage:i, dead, 1404 days	577.5
TCGA-CZ-5465-01A	76 years, female, stage:iii, dead, 2564 days	576.4
TCGA-B0-5691-01A	66 years, female, white, stage:i, alive, 3431 days	574.0
TCGA-CW-5589-01A	52 years, male, white, stage:i, alive, 2378 days	572.4
TCGA-BP-4973-01A	47 years, male, white, stage:iii, alive, 1384 days	571.4
TCGA-CJ-4893-01A	76 years, female, white, stage:i, alive, 750 days	570.5
TCGA-A3-3351-01A	42 years, male, white, stage:ii, alive, 910 days	569.8
TCGA-B8-A54D-01A	69 years, male, black or african american, stage:iii, alive, 830 days	568.1
TCGA-CJ-4636-01A	51 years, male, white, stage:iii, alive, 1924 days	565.4
TCGA-CJ-4874-01A	73 years, female, white, stage:i, alive, 2283 days	557.3
TCGA-BP-4768-01A	72 years, female, white, stage:i, alive, 400 days	555.5
TCGA-BP-5006-01A	61 years, male, white, stage:i, alive, 840 days	555.3
TCGA-CZ-4865-01A	70 years, female, white, stage:i, dead, 166 days	553.9
TCGA-CJ-6032-01A	63 years, female, white, stage:ii, alive, 3639 days	553.3
TCGA-CW-5580-01A	73 years, female, white, stage:iv, dead, 1964 days	552.3
TCGA-BP-4158-01A	69 years, male, white, stage:i, alive, 3377 days	551.6
TCGA-B0-4836-01A	61 years, male, white, stage:iv, dead, 1238 days	548.7
TCGA-BP-4330-01A	60 years, female, black or african american, stage:iii, alive, 1888 days	548.1
TCGA-B2-A4SR-01A	62 years, male, black or african american, stage:ii, alive, 507 days	547.8
TCGA-BP-5187-01A	54 years, male, white, stage:i, alive, 406 days	544.0
TCGA-B4-5378-01A	62 years, male, white, stage:i, alive, 175 days	544.0
TCGA-BP-4762-01A	42 years, male, white, stage:i, dead, 1343 days	542.1
TCGA-B0-4701-01A	66 years, female, white, stage:iv, dead, 238 days	541.1
TCGA-B0-5697-01A	50 years, male, white, stage:i, alive, 2630 days	540.6
TCGA-BP-4975-01A	40 years, male, white, stage:i, alive, 1433 days	540.5
TCGA-CJ-4899-01A	42 years, male, asian, stage:i, alive, 1528 days	538.4
TCGA-BP-4803-01A	79 years, male, white, stage:iii, alive, 204 days	538.4
TCGA-B0-5812-01A	53 years, male, white, stage:i, alive, 3834 days	535.2
TCGA-AK-3460-01A	58 years, male, white, stage:i, alive, 2508 days	533.4
TCGA-BP-4998-01A	49 years, male, asian, stage:i, alive, 932 days	533.3
TCGA-A3-A6NJ-01A	57 years, female, black or african american, stage:i, alive, 468 days	531.9
TCGA-BP-4976-01A	77 years, male, white, stage:i, alive, 1632 days	531.2
TCGA-BP-4341-01A	67 years, male, white, stage:iii, dead, 1589 days	529.2
TCGA-B8-A54K-01A	61 years, male, black or african american, stage:i, alive, 469 days	527.8
TCGA-B4-5838-01A	52 years, male, white, alive, 166 days	527.5
TCGA-B0-5701-01A	65 years, male, white, stage:iii, alive, 2461 days	526.6
TCGA-CJ-4637-01A	52 years, female, white, stage:iv, dead, 2227 days	525.3
TCGA-CJ-5672-01A	84 years, male, white, stage:i, dead, 2190 days	525.1
TCGA-CJ-5678-01A	62 years, male, black or african american, stage:iv, dead, 574 days	521.8
TCGA-BP-5170-01A	55 years, male, white, stage:i, alive, 2412 days	520.7
TCGA-A3-3358-01A	57 years, female, white, stage:i, alive, 1307 days	519.6
TCGA-BP-4982-01A	42 years, male, white, stage:i, alive, 1014 days	519.4
TCGA-B0-5120-01A	72 years, female, white, stage:i, alive, 1169 days	517.5
TCGA-CJ-4886-01A	43 years, female, white, stage:i, alive, 1952 days	515.1
TCGA-BP-4965-01A	46 years, male, white, stage:i, alive, 1871 days	514.1
TCGA-BP-4961-01A	47 years, male, white, stage:i, alive, 1935 days	510.5
TCGA-CJ-4897-01A	79 years, female, white, stage:iii, alive, 3341 days	508.9
TCGA-B8-5551-01A	65 years, female, black or african american, stage:i, alive, 16 days	507.9
TCGA-B0-5713-01A	75 years, female, white, stage:iii, alive, 2782 days	506.7
TCGA-CZ-5982-01A	59 years, female, white, stage:i, alive, 2439 days	506.3
TCGA-BP-4169-01A	76 years, female, white, stage:ii, dead, 701 days	504.9
TCGA-BP-4337-01A	76 years, female, white, stage:iii, dead, 2 days	504.6
TCGA-B0-4846-01A	52 years, male, white, stage:iv, dead, 1200 days	504.2
TCGA-A3-3380-01A	54 years, male, stage:i, alive, 567 days	503.0
TCGA-BP-4967-01A	76 years, male, white, stage:iii, alive, 205 days	502.5
TCGA-CZ-5988-01A	38 years, male, white, stage:i, alive, 693 days	502.0
TCGA-CW-5581-01A	44 years, male, white, stage:i, alive, 2799 days	500.8
TCGA-BP-4781-01A	78 years, male, white, stage:i, alive, 2080 days	500.7
TCGA-BP-4173-01A	47 years, male, white, stage:ii, alive, 1893 days	499.0
TCGA-CJ-4900-01A	69 years, female, white, stage:iv, dead, 1714 days	499.0
TCGA-CW-6090-01A	68 years, male, white, stage:i, alive, 2552 days	498.7
TCGA-B0-5099-01A	88 years, female, white, stage:iii, dead, 485 days	496.0
TCGA-G6-A8L7-01A	81 years, female, black or african american, stage:i, alive, 2133 days	495.2
TCGA-BP-4771-01A	62 years, male, white, stage:iv, dead, 162 days	495.0
TCGA-CJ-4884-01A	72 years, female, white, stage:iii, alive, 1759 days	492.9
TCGA-AK-3445-01A	69 years, male, white, stage:iii, alive, 2392 days	492.8
TCGA-CJ-5671-01A	51 years, male, white, stage:i, alive, 3987 days	491.7
TCGA-CJ-6030-01A	66 years, male, white, stage:i, dead, 2299 days	491.5
TCGA-BP-4782-01A	55 years, female, white, stage:i, alive, 354 days	491.4
TCGA-B0-5106-01A	64 years, male, white, stage:i, dead, 1598 days	489.6
TCGA-BP-5198-01A	72 years, male, white, stage:iii, alive, 603 days	488.8
TCGA-B8-5158-01A	56 years, male, white, stage:iii, alive, 1218 days	485.2
TCGA-B0-5088-01A	53 years, male, white, stage:i, dead, 563 days	483.7
TCGA-CW-6088-01A	60 years, male, white, stage:i, alive, 3222 days	481.7
TCGA-CJ-4903-01A	50 years, male, white, stage:i, alive, 1559 days	475.7
TCGA-A3-3320-01A	52 years, female, white, stage:i, alive, 1508 days	474.9
TCGA-A3-3367-01A	72 years, male, white, stage:i, alive, 2270 days	472.6
TCGA-A3-A6NN-01A	78 years, male, black or african american, stage:i, alive, 3 days	471.6
TCGA-BP-4766-01A	43 years, female, white, stage:i, alive, 1462 days	469.6
TCGA-B0-4847-01A	60 years, male, white, stage:iv, dead, 793 days	469.4
TCGA-A3-3329-01A	75 years, male, white, stage:i, alive, 1624 days	468.7
TCGA-B0-5709-01A	62 years, female, white, stage:iii, alive, 3974 days	467.6
TCGA-BP-4347-01A	74 years, male, white, stage:iii, alive, 1367 days	466.0
TCGA-B0-4824-01A	49 years, female, white, stage:i, dead, 1657 days	465.9
TCGA-B0-4690-01A	65 years, male, white, stage:iv, dead, 43 days	464.4
TCGA-AK-3461-01A	72 years, male, white, stage:i, alive, 2217 days	463.6
TCGA-A3-3382-01A	69 years, male, white, stage:i, alive, 574 days	461.9
TCGA-CJ-5680-01A	65 years, female, white, stage:iv, dead, 768 days	460.6
TCGA-AK-3453-01A	58 years, female, white, stage:ii, alive, 2531 days	458.0
TCGA-EU-5905-01A	67 years, female, white, stage:i, alive, 119 days	457.9
TCGA-BP-4342-01A	79 years, male, white, stage:ii, dead, 2256 days	457.1
TCGA-CW-6093-01A	73 years, male, white, stage:i, alive, 3146 days	455.9
TCGA-BP-5189-01A	60 years, male, white, stage:i, dead, 822 days	453.1
TCGA-BP-4170-01A	72 years, female, white, stage:i, dead, 2343 days	451.9
TCGA-DV-5573-01A	41 years, male, white, stage:i, alive, 1130 days	451.3
TCGA-BP-4161-01A	74 years, male, white, stage:i, alive, 2746 days	449.0
TCGA-BP-4983-01A	67 years, female, asian, stage:iii, alive, 1413 days	441.1
TCGA-A3-3323-01A	53 years, male, white, stage:i, alive, 1106 days	437.9
TCGA-A3-3376-01A	51 years, male, black or african american, stage:i, dead, 1696 days	437.7
TCGA-B0-5115-01A	43 years, male, white, stage:iv, alive, 1604 days	435.4
TCGA-BP-4789-01A	48 years, male, white, stage:i, alive, 1489 days	433.5
TCGA-BP-4972-01A	43 years, female, white, stage:iii, alive, 1502 days	431.9
TCGA-B0-4945-01A	75 years, female, white, stage:i, dead, 2145 days	430.8
TCGA-BP-4765-01A	43 years, male, white, stage:i, alive, 2184 days	430.7
TCGA-BP-4160-01A	67 years, male, white, stage:iii, alive, 2881 days	430.3
TCGA-5P-A9JV-01A	49 years, male, white, alive, 2043 days	428.7
TCGA-A3-3331-01A	86 years, female, white, stage:i, alive, 1485 days	424.3
TCGA-BP-4176-01A	64 years, male, white, stage:i, alive, 1955 days	421.6
TCGA-B4-5834-01A	59 years, male, white, stage:i, alive, 26 days	420.9
TCGA-CJ-4920-01A	64 years, female, white, stage:i, dead, 139 days	418.8
TCGA-CJ-5686-01A	59 years, female, white, stage:i, alive, 2038 days	417.4
TCGA-A3-3357-01A	62 years, male, white, stage:ii, alive, 2688 days	416.0
TCGA-CJ-6027-01A	77 years, male, white, stage:i, dead, 3615 days	413.3
TCGA-CZ-4863-01A	51 years, female, white, stage:iii, alive, 1928 days	412.4
TCGA-CJ-4895-01A	62 years, male, white, stage:iv, dead, 1200 days	411.1
TCGA-BP-4344-01A	75 years, female, white, stage:i, alive, 1666 days	409.4
TCGA-B0-5710-01A	57 years, male, white, stage:i, alive, 2430 days	408.7
TCGA-CJ-4908-01A	38 years, male, white, stage:i, alive, 1531 days	407.4
TCGA-AK-3451-01A	48 years, male, white, stage:ii, alive, 2868 days	406.1
TCGA-BP-4991-01A	54 years, male, white, stage:i, alive, 1413 days	405.5
TCGA-B8-4620-01A	70 years, female, white, stage:iii, alive, 777 days	405.2
TCGA-B0-4819-01A	60 years, female, white, stage:iv, dead, 183 days	403.0
TCGA-B2-5641-01A	79 years, male, white, stage:i, alive, 656 days	402.1
TCGA-BP-4999-01A	56 years, male, white, stage:i, alive, 1266 days	400.5
TCGA-CJ-4904-01A	60 years, female, white, stage:iv, alive, 3302 days	398.1
TCGA-B8-5545-01A	42 years, male, black or african american, stage:i, alive, 1525 days	398.0
TCGA-BP-4970-01A	44 years, male, asian, stage:iii, alive, 433 days	396.8
TCGA-B0-5110-01A	71 years, female, white, stage:i, alive, 2009 days	396.8
TCGA-CZ-4861-01A	63 years, male, white, stage:ii, dead, 446 days	396.5
TCGA-CZ-5455-01A	63 years, male, white, stage:iv, dead, 561 days	395.3
TCGA-B0-5081-01A	80 years, female, white, stage:iii, dead, 362 days	390.8
TCGA-BP-4971-01A	40 years, male, white, stage:iii, alive, 1487 days	390.4
TCGA-B8-A54G-01A	50 years, male, black or african american, stage:i, alive, 53 days	390.2
TCGA-B0-5402-01A	64 years, male, white, stage:iv, alive, 1290 days	387.6
TCGA-BP-4346-01A	57 years, male, white, stage:iii, dead, 1493 days	386.9
TCGA-B0-5108-01A	54 years, male, white, stage:iii, alive, 1782 days	385.5
TCGA-A3-3308-01A	77 years, female, white, stage:iii, alive, 16 days	384.4
TCGA-A3-3311-01A	58 years, male, stage:i, dead, 1191 days	383.8
TCGA-B8-5163-01A	63 years, female, white, stage:iii, alive, 822 days	379.8
TCGA-BP-4989-01A	58 years, male, white, stage:iii, alive, 118 days	373.4
TCGA-BP-4801-01A	57 years, male, white, stage:i, alive, 1124 days	372.1
TCGA-A3-3316-01A	57 years, male, white, stage:ii, alive, 1493 days	372.0
TCGA-A3-3306-01A	67 years, male, white, stage:i, alive, 1120 days	370.1
TCGA-CJ-4641-01A	55 years, female, white, stage:iv, dead, 1661 days	370.0
TCGA-AK-3431-01A	62 years, female, white, stage:ii, dead, 2241 days	365.7
TCGA-A3-3378-01A	60 years, male, white, stage:i, alive, 630 days	365.3
TCGA-CJ-4888-01A	59 years, male, white, stage:iv, dead, 1567 days	364.8
TCGA-B0-4813-01A	68 years, male, white, stage:iii, dead, 18 days	363.2
TCGA-A3-3387-01A	49 years, male, white, stage:i, alive, 617 days	362.8
TCGA-BP-4775-01A	55 years, female, white, stage:i, alive, 1843 days	359.6
TCGA-AK-3429-01A	54 years, female, white, stage:ii, alive, 3328 days	358.8
TCGA-CW-5584-01A	74 years, male, white, stage:iii, dead, 164 days	358.5
TCGA-BP-4325-01A	64 years, female, white, stage:i, alive, 2964 days	358.1
TCGA-WN-A9G9-01A	male, white, stage:i, alive, 791 days	357.3
TCGA-CJ-4634-01A	60 years, female, white, stage:i, alive, 3498 days	353.6
TCGA-CZ-5454-01A	63 years, male, white, stage:iv, dead, 722 days	352.4
TCGA-CZ-4860-01A	60 years, male, white, stage:iv, dead, 206 days	350.3
TCGA-BP-5200-01A	44 years, male, white, stage:ii, alive, 1063 days	350.3
TCGA-A3-3373-01A	54 years, female, white, stage:i, alive, 1621 days	345.0
TCGA-DV-5575-01A	52 years, female, white, stage:i, alive, 1729 days	344.5
TCGA-BP-5004-01A	53 years, male, white, stage:i, alive, 1126 days	343.2
TCGA-BP-5182-01A	56 years, male, white, stage:i, alive, 1165 days	339.2
TCGA-B8-5550-01A	71 years, male, white, stage:iii, alive, 1476 days	338.8
TCGA-BP-4797-01A	34 years, male, white, stage:iii, alive, 1107 days	332.3
TCGA-A3-3347-01A	76 years, female, white, stage:iii, dead, 1610 days	331.7
TCGA-B2-5639-01A	46 years, male, white, stage:iv, dead, 1003 days	331.2
TCGA-BP-4993-01A	58 years, male, white, stage:i, alive, 177 days	329.0
TCGA-A3-3370-01A	48 years, female, white, stage:i, alive, 2274 days	327.9
TCGA-A3-3372-01A	64 years, male, white, stage:iii, alive, 735 days	327.5
TCGA-B2-5636-01A	79 years, male, white, stage:i, alive, 919 days	327.1
TCGA-A3-3352-01A	male, white, stage:iii, dead, 561 days	322.1
TCGA-BP-4986-01A	75 years, male, white, stage:i, alive, 785 days	320.9
TCGA-CJ-4643-01A	67 years, female, white, stage:ii, alive, 1793 days	318.0
TCGA-CJ-4918-01A	64 years, male, white, stage:iv, dead, 93 days	315.2
TCGA-B0-5695-01A	61 years, female, white, stage:i, alive, 2150 days	313.6
TCGA-CZ-5457-01A	62 years, male, white, stage:iii, alive, 2754 days	308.3
TCGA-BP-4995-01A	68 years, male, white, stage:i, alive, 1371 days	305.4
TCGA-B8-4148-01A	63 years, female, white, stage:i, alive, 1520 days	304.9
TCGA-CJ-4639-01A	49 years, female, white, stage:ii, alive, 3229 days	303.8
TCGA-AL-3473-01A	55 years, male, white, stage:ii, alive, 1906 days	302.9
TCGA-BP-4763-01A	79 years, female, white, stage:i, dead, 1270 days	302.1
TCGA-CJ-4901-01A	47 years, male, white, stage:iii, alive, 1450 days	300.5
TCGA-B0-5104-01A	90 years, female, white, stage:i, dead, 2752 days	299.9
TCGA-CJ-6028-01A	58 years, male, white, stage:iv, dead, 1625 days	298.8
TCGA-B8-5165-01A	43 years, male, white, stage:i, alive, 737 days	298.4
TCGA-AK-3425-01A	68 years, male, white, stage:i, alive, 3343 days	296.9
TCGA-B0-5113-01A	69 years, female, white, stage:iii, alive, 1175 days	294.2
TCGA-A3-3365-01A	46 years, male, white, stage:i, alive, 873 days	294.0
TCGA-CJ-4894-01A	58 years, male, white, stage:iii, dead, 841 days	289.2
TCGA-CJ-4889-01A	63 years, female, white, stage:i, alive, 1946 days	287.7
TCGA-BP-4760-01A	69 years, male, black or african american, stage:i, alive, 2361 days	287.2
TCGA-BP-4353-01A	61 years, male, white, stage:i, dead, 375 days	287.0
TCGA-B2-4102-01A	61 years, male, white, stage:i, alive, 952 days	286.5
TCGA-BP-4959-01A	49 years, male, white, stage:i, alive, 2660 days	280.4
TCGA-B2-4101-01A	52 years, male, white, stage:ii, alive, 648 days	278.1
TCGA-2Z-A9JK-01A	50 years, male, white, stage:iii, alive, 1186 days	276.1
TCGA-B0-5702-01A	71 years, male, white, stage:i, alive, 2172 days	274.0
TCGA-B0-4852-01A	78 years, female, white, stage:ii, dead, 1121 days	272.1
TCGA-BP-4962-01A	58 years, male, white, stage:ii, alive, 1785 days	270.7
TCGA-BQ-5892-01A	51 years, male, white, stage:i, alive, 364 days	269.7
TCGA-CW-5587-01A	62 years, female, white, stage:iii, alive, 2226 days	269.3
TCGA-B0-5097-01A	59 years, female, white, stage:iii, alive, 665 days	267.4
TCGA-BP-4166-01A	69 years, male, white, stage:iii, alive, 13 days	266.4
TCGA-BP-4974-01A	58 years, male, white, stage:iv, dead, 211 days	257.4
TCGA-A3-3343-01A	79 years, male, white, stage:ii, alive, 945 days	257.0
TCGA-BP-4354-01A	41 years, male, white, stage:iv, dead, 1034 days	252.7
TCGA-B2-3924-01A	73 years, male, white, stage:i, alive, 1092 days	252.2
TCGA-A3-3385-01A	46 years, female, white, stage:i, alive, 1993 days	252.1
TCGA-DV-5567-01A	40 years, female, black or african american, stage:i, alive, 2004 days	249.6
TCGA-CZ-4864-01A	86 years, male, white, stage:ii, dead, 2830 days	248.9
TCGA-CZ-5462-01A	83 years, male, white, stage:iv, dead, 311 days	248.9
TCGA-CZ-4859-01A	59 years, female, white, stage:i, alive, 1787 days	246.2
TCGA-B8-5159-01A	61 years, female, white, stage:i, alive, 722 days	244.6
TCGA-CJ-4635-01A	48 years, male, white, stage:i, alive, 1416 days	241.9
TCGA-CZ-5463-01A	76 years, male, white, stage:ii, alive, 662 days	240.4
TCGA-B8-5552-01B	41 years, female, white, stage:i, alive, 1046 days	236.7
TCGA-BP-4777-01A	46 years, male, white, stage:i, alive, 1731 days	234.8
TCGA-AK-3450-01A	85 years, female, white, stage:i, alive, 1779 days	221.3
TCGA-B8-5164-01A	65 years, male, white, stage:iii, alive, 26 days	216.1
TCGA-A3-3324-01A	51 years, male, white, stage:i, alive, 1186 days	214.6
TCGA-BP-4343-01A	64 years, male, white, stage:iii, dead, 1912 days	213.3
TCGA-CZ-5985-01A	58 years, male, white, stage:ii, alive, 1997 days	211.1
TCGA-BP-4799-01A	70 years, male, white, stage:iii, dead, 1133 days	210.5
TCGA-B4-5843-01A	45 years, male, white, stage:i, alive, 11 days	209.3
TCGA-CZ-4866-01A	79 years, female, white, stage:i, alive, 3267 days	208.6
TCGA-CJ-4890-01A	72 years, male, white, stage:iv, alive, 3519 days	201.1
TCGA-BP-5195-01A	75 years, male, white, stage:i, alive, 749 days	199.5
TCGA-BP-4994-01A	54 years, male, white, stage:i, alive, 1308 days	196.4
TCGA-CZ-5453-01A	67 years, male, white, stage:ii, dead, 2419 days	193.4
TCGA-2Z-A9J9-01A	77 years, male, black or african american, stage:i, alive, 2294 days	190.0
TCGA-BP-4177-01A	65 years, male, white, stage:i, alive, 1670 days	189.9
TCGA-BP-4340-01A	70 years, female, white, stage:i, dead, 562 days	189.5
TCGA-B0-5075-01A	77 years, female, white, stage:iii, dead, 637 days	187.6
TCGA-BP-4790-01A	76 years, male, white, stage:i, dead, 1111 days	185.7
TCGA-CZ-4862-01A	46 years, male, white, stage:i, alive, 3271 days	161.6
TCGA-DV-5574-01A	37 years, male, white, stage:i, alive, 2016 days	160.6
TCGA-B8-5162-01A	63 years, male, white, stage:ii, alive, 36 days	160.3
TCGA-B2-5635-01A	74 years, male, white, stage:i, alive, 755 days	154.0
TCGA-A3-3322-01A	51 years, male, white, stage:i, alive, 1478 days	141.5
TCGA-B8-4146-01B	41 years, female, white, stage:i, alive, 511 days	133.7
TCGA-HE-7130-01A	female, stage:iii, alive, 1770 days	133.7
TCGA-BP-4795-01A	74 years, female, white, stage:i, alive, 620 days	130.5
TCGA-B8-A8YJ-01A	60 years, female, black or african american, stage:i, alive, 431 days	126.7
TCGA-A3-3317-01A	67 years, male, stage:ii, alive, 1491 days	122.7
TCGA-BP-5008-01A	46 years, male, white, stage:i, alive, 1071 days	110.7
TCGA-P4-AAVL-01A	85 years, male, white, stage:iii, dead, 487 days	106.2
TCGA-CJ-4876-01A	57 years, male, white, stage:ii, alive, 1955 days	97.9
TCGA-B0-5098-01A	53 years, female, black or african american, stage:i, dead, 1584 days	95.6
TCGA-BP-4969-01A	63 years, female, white, stage:i, alive, 1794 days	89.4
TCGA-A4-A57E-01A	59 years, male, white, stage:iv, dead, 258 days	85.4
TCGA-B2-5633-01B	56 years, male, white, stage:i, alive, 963 days	82.3
TCGA-A4-7828-01A	74 years, female, black or african american, stage:i, alive, 238 days	81.8
TCGA-G6-A5PC-01A	54 years, female, black or african american, stage:iv, dead, 242 days	79.2
TCGA-BP-4769-01A	63 years, male, white, stage:i, alive, 1876 days	72.6
TCGA-G7-6789-01A	53 years, female, white, stage:iv, dead, 122 days	61.8
TCGA-CW-6097-01A	32 years, male, white, stage:iii, dead, 571 days	60.5
TCGA-B4-5832-01A	65 years, male, white, stage:iii, alive, 155 days	49.5
TCGA-J7-A8I2-01A	75 years, male, asian, stage:i, alive, 307 days	49.4
TCGA-B4-5377-01A	68 years, female, white, stage:iv, alive, 365 days	48.4
TCGA-B3-4104-01A	75 years, male, white, stage:ii, alive, 1049 days	44.8
TCGA-AK-3426-01A	37 years, male, white, stage:iii, dead, 885 days	37.5
TCGA-B0-5109-01A	69 years, male, white, stage:iii, dead, 587 days	34.2
TCGA-BP-4756-01A	63 years, female, asian, stage:i, alive, 374 days	31.3
TCGA-BP-4770-01A	73 years, female, white, stage:iv, dead, 329 days	30.1
TCGA-CJ-4640-01A	49 years, male, white, stage:iii, alive, 3480 days	28.5
TCGA-KL-8344-01A	51 years, male, white, stage:iii, alive, 876 days	26.8
TCGA-B0-5094-01A	62 years, male, white, stage:iv, dead, 333 days	24.7
TCGA-IA-A40Y-01A	60 years, female, white, stage:iii, alive, 62 days	23.2
TCGA-CZ-5986-01A	61 years, male, white, stage:i, alive, 373 days	21.1
TCGA-B9-A69E-01A	71 years, male, white, stage:iii, alive, 452 days	19.5
TCGA-BQ-5889-01A	63 years, male, white, stage:iv, dead, 329 days	19.3
TCGA-B0-4815-01A	65 years, male, white, stage:iii, dead, 1588 days	18.1
TCGA-KN-8434-01A	65 years, female, white, stage:ii, alive, 1797 days	18.1
TCGA-KL-8327-01A	46 years, female, white, stage:i, alive, 4169 days	17.5
TCGA-KL-8340-01A	34 years, male, white, stage:ii, alive, 2024 days	17.2
TCGA-B0-5117-01A	40 years, male, white, stage:i, alive, 1608 days	16.9
TCGA-BQ-5887-01A	54 years, male, white, stage:iii, alive, 771 days	15.9
TCGA-KM-8438-01A	45 years, female, white, stage:ii, alive, 4622 days	15.2
TCGA-MH-A856-01A	54 years, male, white, stage:i, alive, 947 days	15.0
TCGA-KM-8476-01A	47 years, male, white, stage:i, alive, 3745 days	14.6
TCGA-A4-7287-01A	75 years, female, white, stage:i, dead, 597 days	14.6
TCGA-KL-8342-01A	45 years, female, white, stage:ii, alive, 2248 days	14.4
TCGA-BQ-5882-01A	54 years, male, stage:iii, dead, 658 days	14.3
TCGA-AK-3427-01A	65 years, male, white, stage:i, alive, 3583 days	14.2
TCGA-KO-8404-01A	78 years, male, white, stage:iv, dead, 325 days	14.1
TCGA-KL-8332-01A	55 years, male, white, stage:i, alive, 2582 days	14.1
TCGA-P4-A5EA-01A	54 years, female, white, stage:iii, dead, 201 days	13.4
TCGA-B0-5083-01A	63 years, male, white, stage:i, dead, 1045 days	12.9
TCGA-B0-4834-01A	49 years, male, white, stage:i, dead, 2090 days	12.8
TCGA-B0-5084-01A	33 years, male, white, stage:iv, dead, 222 days	12.8
TCGA-KL-8333-01A	69 years, male, white, stage:ii, alive, 2991 days	12.8
TCGA-B9-A44B-01A	70 years, male, black or african american, stage:iii, alive, 361 days	12.6
TCGA-Y8-A8S1-01A	61 years, male, white, stage:i, alive, 404 days	12.2
TCGA-KO-8414-01A	50 years, female, white, stage:ii, alive, 3212 days	12.1
TCGA-KO-8415-01A	44 years, female, white, stage:i, alive, 2939 days	12.0
TCGA-4A-A93Y-01A	63 years, female, black or african american, stage:ii, alive, 352 days	11.7
TCGA-B0-4696-01A	58 years, male, white, stage:iii, dead, 866 days	11.5
TCGA-CJ-5681-01A	44 years, female, white, stage:iv, dead, 552 days	11.4
TCGA-KO-8409-01A	69 years, male, white, stage:ii, alive, 3180 days	11.2
TCGA-G7-7501-01A	55 years, female, black or african american, stage:iii, dead, 624 days	11.2
TCGA-KO-8408-01A	47 years, male, white, stage:iii, dead, 507 days	11.1
TCGA-KL-8328-01A	60 years, male, white, stage:ii, alive, 3127 days	11.0
TCGA-KN-8433-01A	46 years, female, white, stage:iii, alive, 341 days	11.0
TCGA-KO-8407-01A	42 years, male, white, stage:ii, alive, 2820 days	10.7
TCGA-BQ-5877-01A	60 years, male, black or african american, stage:iv, dead, 270 days	10.4
TCGA-P4-A5ED-01A	51 years, male, white, stage:i, alive, 2816 days	10.3
TCGA-BQ-7055-01A	73 years, male, white, stage:i, alive, 799 days	10.2
TCGA-KO-8416-01A	41 years, male, white, stage:iii, alive, 2752 days	10.1
TCGA-KO-8413-01A	46 years, male, white, stage:i, alive, 3038 days	10.1
TCGA-BQ-5894-01A	42 years, male, stage:iv, alive, 84 days	10.0
TCGA-KL-8338-01A	51 years, male, white, stage:iii, alive, 2633 days	9.6
TCGA-BP-4334-01A	56 years, male, white, stage:iii, dead, 645 days	9.6
TCGA-KL-8334-01A	37 years, female, white, stage:iii, alive, 2949 days	9.4
TCGA-KN-8431-01A	35 years, female, stage:ii, alive, 588 days	9.4
TCGA-KN-8432-01A	86 years, female, white, stage:ii, alive, 76 days	9.4
TCGA-KO-8403-01A	49 years, male, white, stage:i, alive, 3208 days	9.1
TCGA-F9-A8NY-01A	38 years, female, asian, stage:iv, alive, 36 days	9.0
TCGA-KL-8324-01A	67 years, female, white, stage:ii, alive, 4676 days	8.6
TCGA-KL-8346-01A	62 years, male, white, stage:ii, alive, 1897 days	8.5
TCGA-KL-8326-01A	69 years, male, white, stage:iii, alive, 3322 days	8.4
TCGA-BQ-7048-01A	64 years, male, white, stage:iii, alive, 2839 days	8.4
TCGA-KN-8429-01A	38 years, female, white, stage:iii, alive, 2650 days	8.3
TCGA-KL-8336-01A	51 years, female, white, stage:iv, dead, 920 days	8.2
TCGA-KL-8337-01A	26 years, male, black or african american, stage:ii, alive, 1364 days	8.1
TCGA-B1-A656-01A	64 years, male, white, stage:i, alive, 618 days	8.0
TCGA-A4-7915-01A	35 years, female, black or african american, stage:ii, alive, 7 days	7.8
TCGA-B8-4619-01A	58 years, male, white, stage:i, alive, 523 days	7.6
TCGA-B3-8121-01A	48 years, female, black or african american, stage:i, alive, 379 days	7.4
TCGA-KL-8345-01A	75 years, male, white, stage:iii, alive, 1665 days	7.4
TCGA-KL-8331-01A	48 years, female, white, stage:ii, alive, 3010 days	7.4
TCGA-KL-8329-01A	57 years, female, asian, stage:i, alive, 2752 days	7.3
TCGA-CZ-5989-01A	60 years, male, white, stage:ii, alive, 1905 days	7.3
TCGA-F9-A97G-01A	79 years, male, asian, stage:iii, alive, 13 days	7.3
TCGA-KN-8426-01A	50 years, male, white, stage:iv, alive, 108 days	7.2
TCGA-AK-3447-01A	84 years, male, white, stage:ii, alive, 1217 days	7.1
TCGA-KO-8417-01A	30 years, female, white, stage:i, alive, 2815 days	7.1
TCGA-BQ-5880-01A	79 years, male, white, stage:iii, dead, 1314 days	7.0
TCGA-KN-8428-01A	71 years, male, white, stage:ii, dead, 1590 days	7.0
TCGA-KL-8343-01A	72 years, male, white, stage:iii, dead, 2172 days	6.9
TCGA-KM-8441-01A	61 years, female, white, stage:i, alive, 876 days	6.8
TCGA-5P-A9K9-01A	59 years, female, white, dead, 589 days	6.8
TCGA-AL-7173-01A	72 years, female, white, stage:iv, alive, 2060 days	6.8
TCGA-KN-8423-01A	44 years, male, white, stage:i, alive, 788 days	6.7
TCGA-UZ-A9PN-01A	54 years, male, white, stage:iii, dead, 1136 days	6.6
TCGA-5P-A9K8-01A	51 years, female, white, alive, 1309 days	6.3
TCGA-B8-A54E-01A	62 years, female, black or african american, stage:i, alive, 909 days	6.3
TCGA-A3-3374-01A	51 years, female, black or african american, stage:i, alive, 1314 days	6.3
TCGA-KV-A6GD-01A	85 years, male, white, stage:i, alive, 560 days	6.2
TCGA-KN-8419-01A	43 years, male, black or african american, stage:ii, alive, 714 days	6.2
TCGA-KO-8406-01A	17 years, female, white, stage:i, alive, 3145 days	6.2
TCGA-AK-3443-01A	45 years, male, white, stage:ii, alive, 1423 days	6.2
TCGA-G7-6793-01A	60 years, female, white, stage:iv, dead, 336 days	6.1
TCGA-Q2-A5QZ-01A	61 years, female, black or african american, stage:iii, alive, 428 days	6.1
TCGA-B1-5398-01A	73 years, male, white, stage:iii, alive, 1251 days	6.0
TCGA-KO-8405-01A	29 years, male, white, stage:iii, alive, 3056 days	6.0
TCGA-KO-8411-01A	58 years, male, white, stage:i, alive, 3958 days	5.9
TCGA-AK-3440-01A	58 years, male, white, stage:i, alive, 2865 days	5.9
TCGA-B8-5546-01A	38 years, female, black or african american, stage:i, alive, 505 days	5.9
TCGA-2Z-A9J5-01A	80 years, male, white, stage:ii, alive, 3050 days	5.9
TCGA-KL-8335-01A	68 years, male, white, stage:iii, alive, 2815 days	5.8
TCGA-KN-8425-01A	53 years, male, white, stage:i, alive, 3179 days	5.8
TCGA-AS-3777-01A	63 years, male, white, stage:i, alive, 1238 days	5.8
TCGA-B2-3923-01A	59 years, male, white, stage:ii, alive, 992 days	5.8
TCGA-KL-8339-01A	67 years, male, white, stage:iv, dead, 855 days	5.7
TCGA-SX-A7SS-01A	67 years, male, white, stage:i, alive, 1615 days	5.6
TCGA-KN-8435-01A	59 years, male, white, stage:ii, alive, 3498 days	5.5
TCGA-IA-A83W-01A	70 years, male, white, stage:i, dead, 2043 days	5.4
TCGA-KM-8477-01A	56 years, male, white, stage:i, alive, 1553 days	5.3
TCGA-KN-8418-01A	41 years, female, white, stage:ii, alive, 3935 days	5.3
TCGA-MH-A55Z-01A	65 years, male, black or african american, stage:i, alive, 845 days	5.2
TCGA-BQ-5879-01A	32 years, female, white, stage:iii, dead, 697 days	5.2
TCGA-A3-3313-01A	59 years, male, black or african american, stage:i, dead, 735 days	5.1
TCGA-AK-3465-01A	71 years, female, black or african american, stage:i, alive, 369 days	5.1
TCGA-KL-8341-01A	41 years, male, asian, stage:iv, dead, 754 days	5.1
TCGA-IA-A40U-01A	56 years, male, white, stage:iii, alive, 511 days	5.0
TCGA-KM-8442-01A	38 years, male, stage:ii, alive, 1437 days	4.9
TCGA-KM-8440-01A	37 years, male, black or african american, stage:iii, alive, 1366 days	4.8
TCGA-B0-4699-01A	74 years, male, white, stage:iv, dead, 110 days	4.8
TCGA-HE-A5NI-01A	73 years, male, stage:i, alive, 360 days	4.7
TCGA-KN-8436-01A	63 years, male, white, stage:ii, alive, 1288 days	4.6
TCGA-F9-A4JJ-01A	35 years, female, black or african american, stage:iii, dead, 325 days	4.5
TCGA-AK-3433-01A	48 years, female, white, stage:ii, alive, 3409 days	4.5
TCGA-KL-8323-01A	57 years, female, white, stage:iii, dead, 1158 days	4.4
TCGA-B9-A8YH-01A	52 years, male, black or african american, stage:i, alive, 532 days	4.4
TCGA-BQ-5883-01A	79 years, female, black or african american, stage:i, alive, 1242 days	4.4
TCGA-A3-3363-01A	50 years, male, asian, stage:ii, alive, 319 days	4.3
TCGA-BQ-7058-01A	81 years, male, white, stage:iii, dead, 343 days	4.3
TCGA-KN-8437-01A	42 years, female, white, stage:i, alive, 3068 days	4.2
TCGA-2K-A9WE-01A	53 years, male, white, stage:ii, alive, 214 days	4.2
TCGA-B0-4698-01A	75 years, male, white, stage:iv, dead, 42 days	4.2
TCGA-KV-A6GE-01A	65 years, male, white, stage:i, alive, 885 days	4.1
TCGA-BQ-5878-01A	79 years, female, white, stage:iii, alive, 1938 days	4.1
TCGA-KL-8330-01A	44 years, female, black or african american, stage:ii, alive, 3304 days	4.1
TCGA-P4-A5E6-01A	67 years, male, black or african american, stage:iii, alive, 3035 days	4.1
TCGA-2Z-A9J2-01A	71 years, female, white, stage:i, alive, 1795 days	4.1
TCGA-2Z-A9JI-01A	38 years, male, white, stage:iii, alive, 1567 days	4.0
TCGA-KM-8439-01A	30 years, male, white, stage:i, alive, 708 days	4.0
TCGA-2Z-A9JO-01A	56 years, female, black or african american, stage:i, alive, 949 days	4.0
TCGA-5P-A9K3-01A	59 years, male, white, dead, 471 days	3.9
TCGA-B1-A47M-01A	79 years, male, black or african american, stage:iii, alive, 659 days	3.8
TCGA-BQ-5891-01A	57 years, female, white, stage:iii, alive, 29 days	3.8
TCGA-G7-A8LB-01A	70 years, male, white, stage:iv, alive, 547 days	3.7
TCGA-BQ-5881-01A	69 years, male, white, stage:i, alive, 1454 days	3.7
TCGA-B9-A5W8-01A	50 years, male, black or african american, stage:ii, alive, 524 days	3.7
TCGA-BQ-7059-01A	71 years, male, white, stage:i, alive, 232 days	3.6
TCGA-HE-A5NJ-01A	58 years, male, alive, 1726 days	3.6
TCGA-A4-7732-01A	55 years, male, black or african american, alive, 582 days	3.5
TCGA-MH-A560-01A	62 years, male, white, stage:i, alive, 924 days	3.5
TCGA-B0-4688-01A	46 years, male, white, stage:iv, dead, 101 days	3.4
TCGA-P4-A5E8-01A	57 years, male, white, stage:iii, dead, 1306 days	3.4
TCGA-B4-5835-01A	64 years, female, white, stage:i, alive, 16 days	3.4
TCGA-BQ-5888-01A	74 years, female, white, stage:i, alive, 403 days	3.4
TCGA-KN-8424-01A	42 years, female, white, stage:i, alive, 1983 days	3.4
TCGA-IA-A83V-01A	63 years, male, white, stage:i, dead, 2941 days	3.4
TCGA-6D-AA2E-01A	68 years, female, black or african american, stage:i, alive, 362 days	3.3
TCGA-2Z-A9JT-01A	71 years, male, white, stage:i, alive, 684 days	3.3
TCGA-P4-AAVK-01A	74 years, male, white, stage:iii, alive, 1590 days	3.3
TCGA-AL-A5DJ-01A	55 years, female, white, stage:iii, dead, 1498 days	3.2
TCGA-BQ-5893-01A	61 years, male, white, stage:iv, dead, 241 days	3.2
TCGA-G7-A4TM-01A	41 years, male, black or african american, stage:i, alive, 768 days	3.2
TCGA-KO-8410-01A	74 years, female, white, stage:i, alive, 3136 days	3.2
TCGA-UZ-A9PM-01A	62 years, male, white, stage:ii, alive, 3811 days	3.2
TCGA-DW-7841-01A	61 years, male, black or african american, stage:i, alive, 445 days	3.2
TCGA-A4-8312-01A	60 years, male, black or african american, stage:i, alive, 708 days	3.2
TCGA-B2-4098-01A	72 years, female, black or african american, stage:i, dead, 51 days	3.1
TCGA-B1-A47O-01A	54 years, female, white, stage:i, alive, 842 days	3.1
TCGA-J7-8537-01A	37 years, female, asian, stage:iii, dead, 321 days	3.1
TCGA-CW-5591-01A	56 years, male, white, stage:iv, alive, 2271 days	3.1
TCGA-V9-A7HT-01A	67 years, male, black or african american, stage:ii, alive, 965 days	3.1
TCGA-BQ-5875-01A	66 years, female, white, stage:iii, alive, 2639 days	3.0
TCGA-BQ-7049-01A	45 years, female, white, stage:i, dead, 1364 days	3.0
TCGA-BQ-7061-01A	84 years, female, white, stage:i, alive, 218 days	3.0
TCGA-MH-A854-01A	62 years, female, black or african american, stage:i, alive, 536 days	2.9
TCGA-SX-A7SN-01A	52 years, male, white, stage:i, alive, 578 days	2.9
TCGA-F9-A7VF-01A	75 years, female, white, stage:i, alive, 73 days	2.9
TCGA-WN-AB4C-01A	female, white, stage:i, alive, 1188 days	2.8
TCGA-AL-3468-01A	74 years, male, white, stage:ii, dead, 2331 days	2.8
TCGA-IA-A40X-01A	49 years, female, black or african american, stage:i, alive, 608 days	2.8
TCGA-SX-A71W-01A	66 years, male, white, stage:i, alive, 1076 days	2.7
TCGA-B3-A6W5-01A	43 years, male, black or african american, stage:i, alive, 309 days	2.7
TCGA-AK-3456-01A	48 years, male, black or african american, stage:ii, alive, 1143 days	2.6
TCGA-Y8-A8RY-01A	63 years, male, white, stage:i, alive, 769 days	2.6
TCGA-G7-A8LC-01A	61 years, male, white, stage:i, alive, 702 days	2.6
TCGA-DW-7963-01B	43 years, male, black or african american, stage:i, alive, 1240 days	2.6
TCGA-UZ-A9PQ-01A	59 years, male, black or african american, stage:iii, dead, 2624 days	2.6
TCGA-GL-A9DC-01A	66 years, female, white, stage:i, alive, 392 days	2.5
TCGA-KN-8421-01A	48 years, female, white, stage:ii, alive, 2674 days	2.5
TCGA-MH-A562-01A	57 years, male, black or african american, stage:i, alive, 616 days	2.5
TCGA-A4-7585-01A	67 years, male, white, stage:iii, dead, 1070 days	2.5
TCGA-KM-8639-01A	67 years, male, white, stage:i, alive, 953 days	2.5
TCGA-KM-8443-01A	58 years, male, white, stage:ii, alive, 1520 days	2.5
TCGA-AL-3466-01A	41 years, male, white, stage:iv, dead, 293 days	2.4
TCGA-A4-A48D-01A	85 years, male, black or african american, stage:i, alive, 379 days	2.4
TCGA-B9-4115-01A	53 years, male, black or african american, stage:i, alive, 803 days	2.4
TCGA-5P-A9KC-01A	51 years, female, white, alive, 377 days	2.4
TCGA-SX-A7SO-01A	64 years, male, white, stage:i, alive, 1257 days	2.3
TCGA-DW-7840-01A	60 years, male, black or african american, stage:i, alive, 114 days	2.3
TCGA-UZ-A9PL-01A	59 years, male, white, stage:ii, alive, 3152 days	2.3
TCGA-HE-A5NL-01A	51 years, male, stage:i, alive, 767 days	2.3
TCGA-B9-4617-01A	41 years, male, black or african american, alive, 35 days	2.3
TCGA-A4-A4ZT-01A	71 years, female, white, stage:i, alive, 516 days	2.3
TCGA-A4-A6HP-01A	66 years, male, white, stage:i, alive, 379 days	2.3
TCGA-UZ-A9PO-01A	80 years, male, white, stage:i, alive, 1911 days	2.3
TCGA-PJ-A5Z8-01A	60 years, female, white, stage:i, alive, 600 days	2.3
TCGA-GL-A59R-01A	79 years, male, white, stage:iii, alive, 378 days	2.3
TCGA-4A-A93W-01A	66 years, female, white, stage:i, alive, 4 days	2.2
TCGA-IA-A83T-01A	80 years, male, white, dead, 2684 days	2.2
TCGA-Y8-A896-01A	62 years, male, white, stage:iii, alive, 567 days	2.2
TCGA-SX-A7SR-01A	66 years, male, white, stage:ii, alive, 805 days	2.2
TCGA-GL-A4EM-01A	62 years, male, white, stage:i, alive, 32 days	2.1
TCGA-DZ-6134-01A	69 years, male, white, stage:i, alive, 1856 days	2.1
TCGA-UZ-A9Q0-01A	60 years, male, white, stage:i, alive, 3368 days	2.1
TCGA-BQ-5890-01A	69 years, male, white, stage:iii, alive, 233 days	2.0
TCGA-IZ-8195-01A	82 years, male, white, stage:ii, alive, 677 days	2.0
TCGA-A4-A5Y1-01A	75 years, male, white, stage:iii, dead, 395 days	2.0
TCGA-UZ-A9PU-01A	77 years, male, white, stage:i, dead, 933 days	2.0
TCGA-GL-A9DE-01A	74 years, male, black or african american, stage:i, alive, 496 days	2.0
TCGA-DZ-6132-01A	69 years, male, stage:i, alive, 2460 days	2.0
TCGA-DW-5560-01A	38 years, female, white, stage:i, alive, 1486 days	2.0
TCGA-B0-5707-01A	39 years, female, white, stage:i, alive, 3744 days	2.0
TCGA-HE-A5NF-01A	58 years, male, stage:i, alive, 2582 days	2.0
TCGA-G7-6792-01A	40 years, male, black or african american, stage:i, alive, 2765 days	2.0
TCGA-BQ-7056-01A	75 years, female, white, stage:iii, alive, 612 days	2.0
TCGA-BQ-7050-01A	53 years, female, white, stage:i, alive, 1864 days	2.0
TCGA-B9-5156-01A	51 years, male, white, alive, 1338 days	2.0
TCGA-SX-A7SQ-01A	48 years, male, white, stage:i, alive, 1266 days	2.0
TCGA-SX-A7SP-01A	66 years, female, white, stage:i, dead, 496 days	1.9
TCGA-A3-3328-01A	79 years, male, white, stage:i, alive, 1385 days	1.9
TCGA-BQ-5885-01A	63 years, male, white, stage:iii, alive, 921 days	1.9
TCGA-B1-A655-01A	77 years, female, white, stage:i, alive, 510 days	1.9
TCGA-Y8-A8RZ-01A	55 years, male, white, stage:i, alive, 112 days	1.9
TCGA-G7-6795-01A	56 years, male, white, stage:i, alive, 1194 days	1.9
TCGA-B9-4113-01A	64 years, male, black or african american, stage:i, dead, 1536 days	1.9
TCGA-A4-8516-01A	62 years, male, white, stage:iii, alive, 23 days	1.9
TCGA-5P-A9JU-01A	81 years, male, white, stage:iii, alive, 373 days	1.9
TCGA-2Z-A9JE-01A	59 years, male, white, stage:i, alive, 1728 days	1.9
TCGA-A4-A5XZ-01A	65 years, female, white, stage:ii, alive, 479 days	1.9
TCGA-5P-A9K2-01A	62 years, male, white, alive, 2392 days	1.8
TCGA-CW-6087-01A	61 years, male, white, stage:iv, dead, 41 days	1.8
TCGA-SX-A71R-01A	51 years, male, white, stage:i, alive, 1457 days	1.8
TCGA-2Z-A9J3-01A	67 years, male, white, stage:ii, dead, 1771 days	1.8
TCGA-P4-A5EB-01A	83 years, male, white, stage:i, alive, 3015 days	1.8
TCGA-MH-A855-01A	52 years, female, black or african american, stage:ii, alive, 369 days	1.8
TCGA-F9-A7Q0-01A	37 years, female, asian, stage:i, alive, 398 days	1.8
TCGA-GL-A9DD-01A	69 years, male, white, stage:i, alive, 341 days	1.7
TCGA-5P-A9K4-01A	54 years, male, white, alive, 2184 days	1.7
TCGA-MH-A857-01A	63 years, male, black or african american, stage:i, alive, 890 days	1.7
TCGA-5P-A9K0-01A	75 years, male, white, alive, 677 days	1.7
TCGA-IZ-A6M9-01A	63 years, male, white, stage:i, alive, 376 days	1.7
TCGA-GL-7966-01A	28 years, female, white, stage:iii, alive, 112 days	1.6
TCGA-5P-A9KE-01A	70 years, male, white, alive, 824 days	1.6
TCGA-KV-A74V-01A	40 years, male, white, stage:i, alive, 347 days	1.6
TCGA-G7-7502-01A	83 years, male, white, stage:i, alive, 786 days	1.6
TCGA-IZ-A6M8-01A	69 years, male, black or african american, stage:i, alive, 497 days	1.6
TCGA-BQ-5886-01A	75 years, male, white, stage:iii, alive, 792 days	1.6
TCGA-KL-8325-01A	56 years, female, white, stage:ii, dead, 725 days	1.6
TCGA-B9-A8YI-01A	79 years, male, black or african american, stage:i, alive, 374 days	1.6
TCGA-A4-7583-01A	60 years, male, black or african american, stage:i, alive, 3 days	1.5
TCGA-5P-A9KH-01A	77 years, male, white, alive, 2051 days	1.5
TCGA-G7-6796-01A	58 years, male, white, stage:i, alive, 2173 days	1.5
TCGA-UZ-A9PV-01A	65 years, male, white, stage:i, alive, 1444 days	1.5
TCGA-5P-A9JW-01A	64 years, male, white, alive, 3241 days	1.5
TCGA-2Z-A9JP-01A	63 years, male, white, stage:i, alive, 893 days	1.5
TCGA-2Z-A9J8-01A	50 years, male, white, stage:i, alive, 2790 days	1.5
TCGA-B9-4116-01A	75 years, female, black or african american, alive, 627 days	1.5
TCGA-A4-A5Y0-01A	61 years, female, white, stage:i, alive, 252 days	1.5
TCGA-2Z-A9JN-01A	50 years, female, black or african american, stage:i, alive, 740 days	1.5
TCGA-DW-7838-01A	66 years, male, white, stage:i, alive, 744 days	1.5
TCGA-2Z-A9JJ-01A	69 years, female, white, stage:i, alive, 1213 days	1.5
TCGA-A4-8098-01A	73 years, male, black or african american, stage:i, alive, 896 days	1.4
TCGA-BQ-7053-01A	57 years, female, black or african american, stage:iii, alive, 1516 days	1.4
TCGA-SX-A7SM-01A	60 years, male, black or african american, stage:iv, dead, 363 days	1.4
TCGA-A4-7288-01A	71 years, female, white, alive, 1857 days	1.4
TCGA-B1-7332-01A	61 years, female, black or african american, stage:ii, alive, 1141 days	1.4
TCGA-5P-A9JZ-01A	51 years, female, white, alive, 2744 days	1.4
TCGA-P4-A5E7-01A	74 years, female, white, stage:i, alive, 2649 days	1.3
TCGA-A4-7997-01A	67 years, male, white, stage:i, alive, 927 days	1.3
TCGA-4A-A93X-01A	58 years, male, white, stage:iv, alive, 390 days	1.3
TCGA-DW-7837-01A	43 years, male, black or african american, stage:i, alive, 1142 days	1.3
TCGA-UZ-A9Q1-01A	88 years, female, white, stage:i, alive, 1562 days	1.3
TCGA-AL-3471-01A	74 years, male, white, stage:i, dead, 1500 days	1.3
TCGA-AL-3467-01A	54 years, female, white, alive, 2135 days	1.3
TCGA-P4-AAVM-01A	69 years, male, white, stage:i, alive, 1539 days	1.3
TCGA-A4-7286-01A	42 years, male, white, alive, 554 days	1.3
TCGA-G7-A8LD-01A	71 years, male, white, stage:iii, dead, 514 days	1.2
TCGA-Y8-A897-01A	68 years, female, white, stage:i, alive, 549 days	1.2
TCGA-A4-8515-01A	47 years, male, american indian or alaska native, stage:i, alive, 709 days	1.2
TCGA-G7-A8LE-01A	62 years, male, white, stage:i, alive, 2453 days	1.2
TCGA-J7-6720-01A	42 years, male, asian, stage:i, alive, 388 days	1.2
TCGA-KN-8427-01A	54 years, male, white, stage:iv, alive, 30 days	1.2
TCGA-B9-A5W7-01A	47 years, male, black or african american, stage:i, alive, 585 days	1.2
TCGA-GL-A59T-01A	46 years, male, white, stage:i, alive, 546 days	1.2
TCGA-SX-A7SL-01A	74 years, male, stage:i, alive, 823 days	1.2
TCGA-UZ-A9PP-01A	60 years, male, white, stage:i, alive, 3010 days	1.2
TCGA-2Z-A9J7-01A	63 years, male, white, stage:iv, dead, 139 days	1.2
TCGA-BQ-7062-01A	64 years, male, black or african american, stage:i, alive, 116 days	1.2
TCGA-GL-8500-01A	63 years, male, white, stage:i, alive, 841 days	1.1
TCGA-B8-4621-01A	63 years, male, black or african american, stage:i, alive, 788 days	1.1
TCGA-T7-A92I-01A	47 years, female, black or african american, stage:i, alive, 356 days	1.1
TCGA-A4-7996-01A	61 years, female, white, stage:i, alive, 506 days	1.1
TCGA-GL-6846-01A	52 years, male, white, stage:iv, alive, 5925 days	1.1
TCGA-5P-A9K6-01A	64 years, male, white, alive, 1914 days	1.1
TCGA-2Z-A9J1-01A	71 years, male, white, stage:i, alive, 2298 days	1.1
TCGA-A4-A5DU-01A	45 years, female, white, stage:i, alive, 496 days	1.1
TCGA-UZ-A9PS-01A	62 years, female, black or african american, stage:ii, alive, 2167 days	1.0
TCGA-UZ-A9PX-01A	73 years, male, white, stage:i, alive, 1981 days	1.0
TCGA-BQ-5876-01A	75 years, male, white, stage:i, alive, 586 days	1.0
TCGA-2Z-A9JD-01A	66 years, male, white, stage:i, alive, 1060 days	1.0
TCGA-BQ-7044-01A	73 years, male, white, stage:iii, alive, 3760 days	1.0
TCGA-2Z-A9J6-01A	61 years, male, white, stage:i, alive, 1731 days	1.0
TCGA-A4-7584-01A	59 years, male, black or african american, stage:i, alive, 650 days	1.0
TCGA-B9-5155-01A	71 years, male, white, stage:iii, alive, 665 days	1.0
TCGA-DW-7839-01A	58 years, female, white, stage:i, alive, 419 days	1.0
TCGA-5P-A9KF-01A	53 years, male, white, alive, 845 days	1.0
TCGA-GL-7773-01A	63 years, male, white, stage:i, alive, 393 days	1.0
TCGA-5P-A9KA-01A	61 years, male, white, alive, 395 days	0.9
TCGA-Y8-A898-01A	69 years, male, white, stage:i, alive, 475 days	0.9
TCGA-AL-3472-01A	57 years, male, black or african american, alive, 2029 days	0.9
TCGA-B9-4117-01A	48 years, female, black or african american, alive, 14 days	0.9
TCGA-A4-8518-01A	48 years, male, white, stage:i, alive, 600 days	0.9
TCGA-UZ-A9PJ-01A	78 years, male, white, stage:i, dead, 797 days	0.9
TCGA-UZ-A9PZ-01A	65 years, male, white, stage:iii, alive, 657 days	0.9
TCGA-UZ-A9PK-01A	71 years, male, white, stage:i, alive, 3571 days	0.9
TCGA-2Z-A9JR-01A	57 years, male, white, stage:i, alive, 161 days	0.9
TCGA-G7-6790-01A	57 years, male, white, stage:i, alive, 1575 days	0.9
TCGA-UN-AAZ9-01A	76 years, female, black or african american, stage:i, alive, 548 days	0.9
TCGA-EV-5901-01A	47 years, female, white, stage:i, alive, 1040 days	0.9
TCGA-AT-A5NU-01A	77 years, male, white, stage:i, alive, 67 days	0.9
TCGA-BQ-7046-01A	61 years, male, white, stage:i, alive, 2948 days	0.9
TCGA-BQ-7045-01A	78 years, male, black or african american, stage:i, dead, 1468 days	0.9
TCGA-DZ-6133-01A	66 years, female, white, stage:i, dead, 1557 days	0.9
TCGA-SX-A71V-01A	80 years, male, white, stage:i, alive, 876 days	0.9
TCGA-BQ-7051-01A	74 years, male, white, stage:ii, alive, 1533 days	0.9
TCGA-PJ-A5Z9-01A	80 years, female, white, stage:i, alive, 540 days	0.9
TCGA-A4-8630-01A	59 years, female, white, stage:i, alive, 436 days	0.8
TCGA-2Z-A9JL-01A	47 years, male, black or african american, stage:i, alive, 1006 days	0.8
TCGA-SX-A71U-01A	57 years, male, white, stage:i, alive, 1357 days	0.8
TCGA-A4-8311-01A	60 years, male, white, stage:i, alive, 729 days	0.8
TCGA-EV-5902-01A	58 years, male, white, stage:i, alive, 578 days	0.8
TCGA-DW-5561-01A	51 years, male, black or african american, stage:i, alive, 414 days	0.8
TCGA-SX-A7SU-01A	47 years, male, stage:i, alive, 1331 days	0.8
TCGA-EV-5903-01A	57 years, male, white, stage:i, alive, 757 days	0.8
TCGA-BQ-7060-01A	53 years, male, american indian or alaska native, stage:i, alive, 214 days	0.8
TCGA-B1-A654-01A	43 years, female, black or african american, stage:i, alive, 616 days	0.8
TCGA-DW-7834-01A	53 years, male, white, stage:i, alive, 3950 days	0.7
TCGA-IA-A83S-01A	81 years, male, white, dead, 2609 days	0.7
TCGA-O9-A75Z-01A	44 years, male, white, stage:i, alive, 471 days	0.7
TCGA-B3-3926-01A	59 years, female, white, stage:i, alive, 883 days	0.7
TCGA-2Z-A9JM-01A	28 years, male, white, stage:i, alive, 934 days	0.7
TCGA-B1-A47N-01A	62 years, male, white, stage:i, alive, 1110 days	0.7
TCGA-B9-7268-01A	59 years, male, white, stage:ii, alive, 671 days	0.7
TCGA-G7-6797-01A	46 years, male, white, stage:iii, alive, 765 days	0.7
TCGA-2Z-A9JG-01A	64 years, male, white, stage:i, alive, 1662 days	0.7
TCGA-5P-A9JY-01A	79 years, male, white, dead, 1508 days	0.7
TCGA-HE-A5NH-01A	62 years, male, stage:i, alive, 791 days	0.7
TCGA-BQ-5884-01A	59 years, female, black or african american, stage:i, alive, 792 days	0.6
TCGA-Y8-A894-01A	57 years, female, white, stage:i, alive, 567 days	0.6
TCGA-MH-A55W-01A	50 years, male, black or african american, stage:i, alive, 1043 days	0.6
TCGA-B3-4103-01A	56 years, male, white, stage:i, alive, 930 days	0.6
TCGA-DW-7836-01A	55 years, male, white, stage:i, alive, 1093 days	0.6
TCGA-IZ-8196-01A	50 years, male, white, stage:i, alive, 649 days	0.6
TCGA-A4-8517-01A	71 years, male, white, stage:i, alive, 597 days	0.6
TCGA-B3-3925-01A	52 years, male, white, stage:iii, alive, 1029 days	0.6
TCGA-2Z-A9JQ-01A	66 years, male, white, stage:i, alive, 778 days	0.6
TCGA-Y8-A8S0-01A	58 years, male, white, stage:i, alive, 183 days	0.5
TCGA-SX-A71S-01A	66 years, female, white, stage:i, alive, 1504 days	0.5
TCGA-UZ-A9PR-01A	84 years, male, white, stage:i, alive, 2627 days	0.5
TCGA-B1-A657-01A	54 years, male, white, stage:i, alive, 641 days	0.5
TCGA-2Z-A9JS-01A	74 years, male, white, stage:i, dead, 492 days	0.5
TCGA-MH-A561-01A	66 years, male, white, stage:i, alive, 841 days	0.5
TCGA-Y8-A895-01A	74 years, male, white, stage:i, alive, 484 days	0.4
TCGA-A4-7734-01A	53 years, female, white, stage:i, alive, 27 days	0.4
TCGA-DZ-6135-01A	45 years, male, stage:i, alive, 2269 days	0.4
TCGA-B9-A5W9-01A	40 years, male, white, stage:i, alive, 5 days	0.4
TCGA-DW-7842-01A	52 years, male, white, stage:i, alive, 92 days	0.4
TCGA-HE-7129-01A	male, stage:ii, alive, 2492 days	0.4
TCGA-P4-AAVO-01A	69 years, male, white, stage:i, alive, 2400 days	0.4
TCGA-A4-8310-01A	58 years, male, white, stage:iii, alive, 780 days	0.3
TCGA-HE-A5NK-01A	82 years, male, alive, 2228 days	0.2
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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 HPA078265
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