Expression of PSAP in renal cancer - The Human Protein Atlas

KIDNEY RENAL CLEAR CELL CARCINOMA (KIRC) - 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

Stage:

Survival analysis

Current cut offⁱ:
Best expression cut offⁱ: 516.56
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

657.7

Number of samples

528

Samples

Sample	Description	FPKM
TCGA-B8-5162-01A	63 years, male, white, stage:ii, alive, 36 days	2344.2
TCGA-CZ-5454-01A	63 years, male, white, stage:iv, dead, 722 days	2149.0
TCGA-CJ-4890-01A	72 years, male, white, stage:iv, alive, 3519 days	1924.8
TCGA-BP-4801-01A	57 years, male, white, stage:i, alive, 1124 days	1808.6
TCGA-BP-5182-01A	56 years, male, white, stage:i, alive, 1165 days	1797.3
TCGA-B0-4842-01A	74 years, female, white, stage:iii, dead, 1724 days	1754.8
TCGA-B0-5075-01A	77 years, female, white, stage:iii, dead, 637 days	1737.9
TCGA-B8-5551-01A	65 years, female, black or african american, stage:i, alive, 16 days	1692.6
TCGA-AK-3456-01A	48 years, male, black or african american, stage:ii, alive, 1143 days	1657.4
TCGA-T7-A92I-01A	47 years, female, black or african american, stage:i, alive, 356 days	1633.1
TCGA-CZ-5985-01A	58 years, male, white, stage:ii, alive, 1997 days	1559.0
TCGA-A3-3374-01A	51 years, female, black or african american, stage:i, alive, 1314 days	1549.7
TCGA-CW-6087-01A	61 years, male, white, stage:iv, dead, 41 days	1540.8
TCGA-B8-5164-01A	65 years, male, white, stage:iii, alive, 26 days	1537.8
TCGA-A3-3363-01A	50 years, male, asian, stage:ii, alive, 319 days	1537.5
TCGA-B8-5546-01A	38 years, female, black or african american, stage:i, alive, 505 days	1526.5
TCGA-B0-4694-01A	72 years, male, white, stage:iii, dead, 106 days	1504.4
TCGA-BP-4176-01A	64 years, male, white, stage:i, alive, 1955 days	1503.4
TCGA-B8-A54E-01A	62 years, female, black or african american, stage:i, alive, 909 days	1475.5
TCGA-BP-4972-01A	43 years, female, white, stage:iii, alive, 1502 days	1436.0
TCGA-CJ-5671-01A	51 years, male, white, stage:i, alive, 3987 days	1413.5
TCGA-BP-4959-01A	49 years, male, white, stage:i, alive, 2660 days	1382.8
TCGA-A3-3378-01A	60 years, male, white, stage:i, alive, 630 days	1334.5
TCGA-AK-3425-01A	68 years, male, white, stage:i, alive, 3343 days	1315.7
TCGA-CZ-4861-01A	63 years, male, white, stage:ii, dead, 446 days	1312.4
TCGA-CZ-5466-01A	67 years, male, stage:iii, alive, 685 days	1308.6
TCGA-CJ-4888-01A	59 years, male, white, stage:iv, dead, 1567 days	1279.4
TCGA-B8-4621-01A	63 years, male, black or african american, stage:i, alive, 788 days	1244.5
TCGA-BP-4983-01A	67 years, female, asian, stage:iii, alive, 1413 days	1230.6
TCGA-BP-4761-01A	57 years, male, white, stage:iii, alive, 182 days	1229.1
TCGA-B8-A54G-01A	50 years, male, black or african american, stage:i, alive, 53 days	1213.6
TCGA-BP-4343-01A	64 years, male, white, stage:iii, dead, 1912 days	1196.5
TCGA-B0-4827-01A	77 years, female, white, stage:iii, dead, 885 days	1191.7
TCGA-B2-3924-01A	73 years, male, white, stage:i, alive, 1092 days	1171.9
TCGA-B2-4098-01A	72 years, female, black or african american, stage:i, dead, 51 days	1168.0
TCGA-CW-6097-01A	32 years, male, white, stage:iii, dead, 571 days	1167.1
TCGA-B4-5835-01A	64 years, female, white, stage:i, alive, 16 days	1163.4
TCGA-CW-6090-01A	68 years, male, white, stage:i, alive, 2552 days	1153.9
TCGA-BP-4174-01A	49 years, male, white, stage:ii, alive, 1879 days	1143.3
TCGA-CW-5588-01A	78 years, female, white, stage:i, alive, 2017 days	1133.4
TCGA-BP-4962-01A	58 years, male, white, stage:ii, alive, 1785 days	1132.0
TCGA-CW-5587-01A	62 years, female, white, stage:iii, alive, 2226 days	1125.4
TCGA-BP-4756-01A	63 years, female, asian, stage:i, alive, 374 days	1124.7
TCGA-CJ-5678-01A	62 years, male, black or african american, stage:iv, dead, 574 days	1119.2
TCGA-B0-5709-01A	62 years, female, white, stage:iii, alive, 3974 days	1097.7
TCGA-CZ-5455-01A	63 years, male, white, stage:iv, dead, 561 days	1092.7
TCGA-BP-4173-01A	47 years, male, white, stage:ii, alive, 1893 days	1088.7
TCGA-CZ-5456-01A	57 years, male, white, stage:ii, alive, 2422 days	1085.9
TCGA-B2-5641-01A	79 years, male, white, stage:i, alive, 656 days	1071.5
TCGA-CJ-6030-01A	66 years, male, white, stage:i, dead, 2299 days	1066.8
TCGA-BP-4807-01A	42 years, male, white, stage:i, alive, 211 days	1060.4
TCGA-A3-3357-01A	62 years, male, white, stage:ii, alive, 2688 days	1057.6
TCGA-BP-4160-01A	67 years, male, white, stage:iii, alive, 2881 days	1046.5
TCGA-CJ-6031-01A	54 years, male, white, stage:i, alive, 1906 days	1042.1
TCGA-B8-5158-01A	56 years, male, white, stage:iii, alive, 1218 days	1041.3
TCGA-BP-4354-01A	41 years, male, white, stage:iv, dead, 1034 days	1035.9
TCGA-B0-5083-01A	63 years, male, white, stage:i, dead, 1045 days	1029.5
TCGA-B0-4823-01A	88 years, male, white, stage:i, dead, 454 days	1021.6
TCGA-CZ-4866-01A	79 years, female, white, stage:i, alive, 3267 days	1004.4
TCGA-BP-4781-01A	78 years, male, white, stage:i, alive, 2080 days	992.1
TCGA-CJ-5680-01A	65 years, female, white, stage:iv, dead, 768 days	990.7
TCGA-A3-3347-01A	76 years, female, white, stage:iii, dead, 1610 days	989.5
TCGA-B8-4619-01A	58 years, male, white, stage:i, alive, 523 days	979.0
TCGA-BP-5189-01A	60 years, male, white, stage:i, dead, 822 days	976.8
TCGA-EU-5907-01A	81 years, male, white, stage:iii, alive, 127 days	962.5
TCGA-A3-3326-01A	47 years, male, white, stage:i, alive, 1137 days	961.7
TCGA-B0-5108-01A	54 years, male, white, stage:iii, alive, 1782 days	961.3
TCGA-6D-AA2E-01A	68 years, female, black or african american, stage:i, alive, 362 days	960.7
TCGA-CW-5580-01A	73 years, female, white, stage:iv, dead, 1964 days	947.9
TCGA-A3-3358-01A	57 years, female, white, stage:i, alive, 1307 days	944.6
TCGA-B2-5635-01A	74 years, male, white, stage:i, alive, 755 days	944.2
TCGA-B0-5400-01A	59 years, female, white, stage:iii, alive, 1733 days	943.5
TCGA-A3-3387-01A	49 years, male, white, stage:i, alive, 617 days	943.4
TCGA-DV-5574-01A	37 years, male, white, stage:i, alive, 2016 days	938.3
TCGA-B0-5701-01A	65 years, male, white, stage:iii, alive, 2461 days	935.9
TCGA-B8-5552-01B	41 years, female, white, stage:i, alive, 1046 days	928.3
TCGA-BP-4167-01A	60 years, male, white, stage:iii, alive, 2718 days	926.4
TCGA-B0-4848-01A	54 years, male, white, stage:iii, dead, 883 days	925.0
TCGA-B8-5163-01A	63 years, female, white, stage:iii, alive, 822 days	923.1
TCGA-B8-5545-01A	42 years, male, black or african american, stage:i, alive, 1525 days	919.0
TCGA-A3-3324-01A	51 years, male, white, stage:i, alive, 1186 days	919.0
TCGA-CZ-5452-01A	69 years, male, white, stage:ii, alive, 1789 days	915.0
TCGA-B0-5697-01A	50 years, male, white, stage:i, alive, 2630 days	902.1
TCGA-AK-3447-01A	84 years, male, white, stage:ii, alive, 1217 days	900.9
TCGA-B0-4690-01A	65 years, male, white, stage:iv, dead, 43 days	899.4
TCGA-BP-4777-01A	46 years, male, white, stage:i, alive, 1731 days	892.1
TCGA-BP-4790-01A	76 years, male, white, stage:i, dead, 1111 days	889.2
TCGA-CJ-4895-01A	62 years, male, white, stage:iv, dead, 1200 days	879.5
TCGA-B0-5702-01A	71 years, male, white, stage:i, alive, 2172 days	875.9
TCGA-BP-4331-01A	52 years, male, white, stage:i, dead, 2454 days	875.8
TCGA-CZ-4858-01A	39 years, male, white, stage:ii, dead, 2105 days	874.6
TCGA-BP-4797-01A	34 years, male, white, stage:iii, alive, 1107 days	868.1
TCGA-BP-4762-01A	42 years, male, white, stage:i, dead, 1343 days	864.3
TCGA-A3-3373-01A	54 years, female, white, stage:i, alive, 1621 days	862.3
TCGA-B0-5096-01A	72 years, female, white, stage:iii, dead, 68 days	862.0
TCGA-CJ-5675-01A	70 years, male, white, stage:ii, alive, 3936 days	861.9
TCGA-CW-5589-01A	52 years, male, white, stage:i, alive, 2378 days	861.0
TCGA-BP-4338-01A	43 years, male, white, stage:i, alive, 2859 days	859.1
TCGA-B0-5696-01A	70 years, male, white, stage:iii, alive, 2609 days	856.5
TCGA-CZ-4864-01A	86 years, male, white, stage:ii, dead, 2830 days	855.7
TCGA-BP-4353-01A	61 years, male, white, stage:i, dead, 375 days	854.7
TCGA-CJ-6028-01A	58 years, male, white, stage:iv, dead, 1625 days	851.9
TCGA-BP-4970-01A	44 years, male, asian, stage:iii, alive, 433 days	841.4
TCGA-B0-5707-01A	39 years, female, white, stage:i, alive, 3744 days	837.0
TCGA-A3-3319-01A	70 years, male, white, stage:i, alive, 1130 days	831.5
TCGA-A3-3343-01A	79 years, male, white, stage:ii, alive, 945 days	829.6
TCGA-B8-5553-01A	67 years, female, white, stage:i, alive, 435 days	828.4
TCGA-B2-5639-01A	46 years, male, white, stage:iv, dead, 1003 days	823.7
TCGA-A3-3382-01A	69 years, male, white, stage:i, alive, 574 days	823.1
TCGA-A3-3311-01A	58 years, male, stage:i, dead, 1191 days	820.9
TCGA-MM-A563-01A	41 years, male, black or african american, alive, 591 days	814.5
TCGA-CJ-4884-01A	72 years, female, white, stage:iii, alive, 1759 days	809.0
TCGA-B8-4622-01A	57 years, male, white, stage:iv, alive, 1525 days	807.6
TCGA-CZ-5463-01A	76 years, male, white, stage:ii, alive, 662 days	807.1
TCGA-BP-5183-01A	57 years, male, white, stage:iii, alive, 1291 days	804.8
TCGA-BP-4963-01A	64 years, male, white, stage:i, alive, 1834 days	795.7
TCGA-BP-4162-01A	65 years, female, white, stage:i, alive, 3074 days	789.4
TCGA-BP-5198-01A	72 years, male, white, stage:iii, alive, 603 days	788.0
TCGA-B4-5836-01A	61 years, female, white, stage:i, alive, 141 days	785.8
TCGA-CJ-4868-01A	42 years, male, white, stage:iv, dead, 646 days	785.7
TCGA-BP-4768-01A	72 years, female, white, stage:i, alive, 400 days	782.4
TCGA-B8-5549-01A	53 years, male, white, stage:i, alive, 194 days	781.0
TCGA-BP-4782-01A	55 years, female, white, stage:i, alive, 354 days	778.8
TCGA-A3-3383-01A	52 years, male, white, stage:i, alive, 861 days	775.9
TCGA-CJ-4899-01A	42 years, male, asian, stage:i, alive, 1528 days	774.1
TCGA-BP-4798-01A	74 years, male, white, dead, 334 days	774.0
TCGA-CJ-4644-01A	48 years, female, white, stage:iv, dead, 336 days	772.2
TCGA-CJ-4889-01A	63 years, female, white, stage:i, alive, 1946 days	770.7
TCGA-CJ-5672-01A	84 years, male, white, stage:i, dead, 2190 days	770.3
TCGA-CZ-5462-01A	83 years, male, white, stage:iv, dead, 311 days	768.8
TCGA-B0-4698-01A	75 years, male, white, stage:iv, dead, 42 days	765.0
TCGA-BP-4161-01A	74 years, male, white, stage:i, alive, 2746 days	764.4
TCGA-BP-5200-01A	44 years, male, white, stage:ii, alive, 1063 days	764.0
TCGA-EU-5906-01A	55 years, male, white, stage:i, alive, 206 days	764.0
TCGA-BP-4977-01A	57 years, male, white, stage:i, alive, 454 days	763.7
TCGA-B4-5377-01A	68 years, female, white, stage:iv, alive, 365 days	758.5
TCGA-BP-5194-01A	39 years, male, white, stage:i, alive, 408 days	757.6
TCGA-B0-5097-01A	59 years, female, white, stage:iii, alive, 665 days	754.7
TCGA-CZ-4857-01A	56 years, male, white, stage:iv, dead, 1432 days	754.3
TCGA-A3-3317-01A	67 years, male, stage:ii, alive, 1491 days	753.3
TCGA-BP-5181-01A	58 years, female, white, stage:i, alive, 1495 days	752.6
TCGA-B8-A54D-01A	69 years, male, black or african american, stage:iii, alive, 830 days	751.5
TCGA-CJ-4641-01A	55 years, female, white, stage:iv, dead, 1661 days	751.5
TCGA-CZ-4860-01A	60 years, male, white, stage:iv, dead, 206 days	750.8
TCGA-B0-5711-01A	50 years, male, white, stage:iii, alive, 3989 days	748.5
TCGA-CJ-6027-01A	77 years, male, white, stage:i, dead, 3615 days	748.2
TCGA-A3-3351-01A	42 years, male, white, stage:ii, alive, 910 days	746.7
TCGA-EU-5905-01A	67 years, female, white, stage:i, alive, 119 days	745.9
TCGA-CW-5584-01A	74 years, male, white, stage:iii, dead, 164 days	744.6
TCGA-CJ-4640-01A	49 years, male, white, stage:iii, alive, 3480 days	743.1
TCGA-BP-4787-01A	59 years, female, white, stage:iv, dead, 480 days	742.2
TCGA-BP-4975-01A	40 years, male, white, stage:i, alive, 1433 days	740.5
TCGA-A3-3316-01A	57 years, male, white, stage:ii, alive, 1493 days	739.5
TCGA-CJ-5686-01A	59 years, female, white, stage:i, alive, 2038 days	739.2
TCGA-CZ-5461-01A	52 years, male, white, stage:iv, dead, 330 days	738.4
TCGA-B0-4846-01A	52 years, male, white, stage:iv, dead, 1200 days	738.1
TCGA-B0-5120-01A	72 years, female, white, stage:i, alive, 1169 days	737.3
TCGA-BP-4998-01A	49 years, male, asian, stage:i, alive, 932 days	736.9
TCGA-BP-5004-01A	53 years, male, white, stage:i, alive, 1126 days	734.0
TCGA-CJ-4637-01A	52 years, female, white, stage:iv, dead, 2227 days	733.6
TCGA-A3-3346-01A	68 years, male, white, stage:i, dead, 137 days	731.6
TCGA-CZ-5986-01A	61 years, male, white, stage:i, alive, 373 days	729.2
TCGA-B0-5695-01A	61 years, female, white, stage:i, alive, 2150 days	727.0
TCGA-CJ-4873-01A	85 years, female, white, stage:iii, alive, 2259 days	726.5
TCGA-A3-3313-01A	59 years, male, black or african american, stage:i, dead, 735 days	722.7
TCGA-CJ-4900-01A	69 years, female, white, stage:iv, dead, 1714 days	722.3
TCGA-A3-3335-01A	41 years, male, white, stage:ii, alive, 1886 days	722.2
TCGA-B0-5698-01A	77 years, male, black or african american, stage:i, alive, 3631 days	720.3
TCGA-CJ-4635-01A	48 years, male, white, stage:i, alive, 1416 days	719.2
TCGA-AS-3778-01A	35 years, male, white, stage:i, alive, 43 days	716.3
TCGA-BP-5008-01A	46 years, male, white, stage:i, alive, 1071 days	714.7
TCGA-B0-5699-01A	53 years, male, white, stage:i, alive, 3841 days	714.6
TCGA-BP-4170-01A	72 years, female, white, stage:i, dead, 2343 days	713.4
TCGA-AK-3445-01A	69 years, male, white, stage:iii, alive, 2392 days	708.6
TCGA-CZ-4863-01A	51 years, female, white, stage:iii, alive, 1928 days	708.2
TCGA-B0-5098-01A	53 years, female, black or african american, stage:i, dead, 1584 days	706.6
TCGA-BP-4986-01A	75 years, male, white, stage:i, alive, 785 days	705.7
TCGA-B8-5550-01A	71 years, male, white, stage:iii, alive, 1476 days	704.0
TCGA-A3-A6NI-01A	47 years, male, black or african american, stage:i, alive, 1018 days	699.1
TCGA-CJ-5681-01A	44 years, female, white, stage:iv, dead, 552 days	698.1
TCGA-A3-3323-01A	53 years, male, white, stage:i, alive, 1106 days	697.8
TCGA-BP-4987-01A	41 years, female, asian, stage:i, alive, 1124 days	697.3
TCGA-B2-4102-01A	61 years, male, white, stage:i, alive, 952 days	696.0
TCGA-A3-3370-01A	48 years, female, white, stage:i, alive, 2274 days	695.9
TCGA-CZ-5467-01A	86 years, female, white, stage:iii, dead, 73 days	693.7
TCGA-CZ-4856-01A	62 years, female, white, stage:i, alive, 18 days	693.2
TCGA-B4-5844-01A	61 years, female, white, stage:ii, alive, 7 days	692.2
TCGA-BP-4346-01A	57 years, male, white, stage:iii, dead, 1493 days	692.0
TCGA-CZ-5987-01A	60 years, male, white, stage:iv, dead, 445 days	690.5
TCGA-GK-A6C7-01A	77 years, female, black or african american, stage:i, alive, 61 days	685.5
TCGA-CZ-5464-01A	69 years, male, white, stage:iv, alive, 2128 days	682.4
TCGA-DV-5573-01A	41 years, male, white, stage:i, alive, 1130 days	682.1
TCGA-B0-5088-01A	53 years, male, white, stage:i, dead, 563 days	679.1
TCGA-B8-5159-01A	61 years, female, white, stage:i, alive, 722 days	678.9
TCGA-A3-3349-01A	34 years, female, white, stage:i, alive, 1385 days	678.1
TCGA-CJ-4636-01A	51 years, male, white, stage:iii, alive, 1924 days	677.1
TCGA-A3-3367-01A	72 years, male, white, stage:i, alive, 2270 days	675.8
TCGA-B8-A54I-01A	48 years, male, black or african american, stage:i, alive, 150 days	675.2
TCGA-CZ-5451-01A	74 years, male, white, stage:ii, alive, 1929 days	675.1
TCGA-A3-A8OV-01A	75 years, male, black or african american, stage:i, alive, 340 days	674.7
TCGA-B0-5705-01A	65 years, female, white, stage:i, alive, 4537 days	671.8
TCGA-CJ-4894-01A	58 years, male, white, stage:iii, dead, 841 days	671.4
TCGA-BP-4804-01A	59 years, male, white, stage:i, alive, 1459 days	670.3
TCGA-AK-3426-01A	37 years, male, white, stage:iii, dead, 885 days	668.2
TCGA-B0-5077-01A	77 years, male, white, stage:i, dead, 1317 days	668.0
TCGA-CZ-5984-01A	51 years, male, white, stage:i, alive, 2067 days	664.7
TCGA-B0-4815-01A	65 years, male, white, stage:iii, dead, 1588 days	664.0
TCGA-A3-3308-01A	77 years, female, white, stage:iii, alive, 16 days	658.7
TCGA-BP-4991-01A	54 years, male, white, stage:i, alive, 1413 days	657.3
TCGA-CJ-4869-01A	49 years, male, white, stage:iii, alive, 2554 days	657.0
TCGA-CJ-4918-01A	64 years, male, white, stage:iv, dead, 93 days	656.9
TCGA-CZ-4862-01A	46 years, male, white, stage:i, alive, 3271 days	654.4
TCGA-BP-4985-01A	72 years, male, white, stage:iii, dead, 952 days	650.8
TCGA-DV-A4W0-01A	55 years, male, black or african american, stage:i, alive, 2470 days	650.7
TCGA-A3-A6NN-01A	78 years, male, black or african american, stage:i, alive, 3 days	649.8
TCGA-CJ-5677-01A	54 years, female, white, stage:iv, dead, 782 days	648.1
TCGA-CJ-4886-01A	43 years, female, white, stage:i, alive, 1952 days	647.3
TCGA-B8-A8YJ-01A	60 years, female, black or african american, stage:i, alive, 431 days	646.1
TCGA-CJ-5689-01A	90 years, male, white, stage:i, dead, 1620 days	645.5
TCGA-A3-3380-01A	54 years, male, stage:i, alive, 567 days	645.4
TCGA-BP-4330-01A	60 years, female, black or african american, stage:iii, alive, 1888 days	644.9
TCGA-CJ-4874-01A	73 years, female, white, stage:i, alive, 2283 days	644.4
TCGA-BP-4989-01A	58 years, male, white, stage:iii, alive, 118 days	644.2
TCGA-CJ-4891-01A	57 years, female, white, stage:iii, dead, 819 days	643.7
TCGA-B2-4101-01A	52 years, male, white, stage:ii, alive, 648 days	642.4
TCGA-CJ-4904-01A	60 years, female, white, stage:iv, alive, 3302 days	642.1
TCGA-BP-4976-01A	77 years, male, white, stage:i, alive, 1632 days	641.6
TCGA-B0-5691-01A	66 years, female, white, stage:i, alive, 3431 days	638.4
TCGA-BP-4995-01A	68 years, male, white, stage:i, alive, 1371 days	637.3
TCGA-CJ-4901-01A	47 years, male, white, stage:iii, alive, 1450 days	637.3
TCGA-A3-3359-01A	82 years, female, white, stage:i, alive, 2504 days	637.2
TCGA-CZ-5988-01A	38 years, male, white, stage:i, alive, 693 days	636.0
TCGA-B8-5165-01A	43 years, male, white, stage:i, alive, 737 days	635.1
TCGA-CW-5591-01A	56 years, male, white, stage:iv, alive, 2271 days	631.3
TCGA-B2-3923-01A	59 years, male, white, stage:ii, alive, 992 days	631.2
TCGA-A3-3352-01A	male, white, stage:iii, dead, 561 days	627.6
TCGA-AK-3428-01A	62 years, male, white, stage:iii, alive, 3728 days	626.9
TCGA-BP-4965-01A	46 years, male, white, stage:i, alive, 1871 days	626.3
TCGA-B0-5113-01A	69 years, female, white, stage:iii, alive, 1175 days	625.2
TCGA-BP-4803-01A	79 years, male, white, stage:iii, alive, 204 days	625.1
TCGA-BP-4982-01A	42 years, male, white, stage:i, alive, 1014 days	622.9
TCGA-B2-5636-01A	79 years, male, white, stage:i, alive, 919 days	621.2
TCGA-A3-A6NL-01A	49 years, female, black or african american, stage:i, alive, 689 days	621.1
TCGA-CZ-5457-01A	62 years, male, white, stage:iii, alive, 2754 days	619.6
TCGA-B0-4834-01A	49 years, male, white, stage:i, dead, 2090 days	619.4
TCGA-CJ-4902-01A	61 years, male, white, stage:iii, alive, 1520 days	619.2
TCGA-AK-3450-01A	85 years, female, white, stage:i, alive, 1779 days	617.4
TCGA-B2-4099-01A	83 years, male, white, stage:i, alive, 972 days	617.4
TCGA-CJ-4916-01A	69 years, female, white, stage:iii, alive, 1373 days	615.6
TCGA-BP-4163-01A	60 years, female, white, stage:iii, alive, 2839 days	613.7
TCGA-A3-3325-01A	52 years, male, white, stage:i, dead, 1170 days	613.3
TCGA-B0-5700-01A	77 years, male, white, stage:i, alive, 1790 days	613.0
TCGA-BP-4325-01A	64 years, female, white, stage:i, alive, 2964 days	612.4
TCGA-B8-A54F-01A	49 years, female, black or african american, stage:i, alive, 519 days	611.5
TCGA-A3-A6NJ-01A	57 years, female, black or african american, stage:i, alive, 468 days	609.5
TCGA-DV-5567-01A	40 years, female, black or african american, stage:i, alive, 2004 days	608.4
TCGA-CJ-4881-01A	41 years, male, white, stage:iii, alive, 2014 days	606.0
TCGA-A3-3329-01A	75 years, male, white, stage:i, alive, 1624 days	604.2
TCGA-BP-4769-01A	63 years, male, white, stage:i, alive, 1876 days	599.6
TCGA-CZ-5468-01A	84 years, male, white, stage:iv, dead, 59 days	599.1
TCGA-B8-4620-01A	70 years, female, white, stage:iii, alive, 777 days	599.0
TCGA-B0-4703-01A	51 years, male, white, stage:iv, dead, 182 days	596.7
TCGA-CJ-4908-01A	38 years, male, white, stage:i, alive, 1531 days	596.7
TCGA-A3-3322-01A	51 years, male, white, stage:i, alive, 1478 days	594.6
TCGA-A3-3365-01A	46 years, male, white, stage:i, alive, 873 days	593.4
TCGA-B0-5107-01A	65 years, female, white, stage:iv, dead, 927 days	593.1
TCGA-BP-5195-01A	75 years, male, white, stage:i, alive, 749 days	593.0
TCGA-A3-3320-01A	52 years, female, white, stage:i, alive, 1508 days	589.2
TCGA-A3-3307-01A	66 years, male, stage:iii, alive, 1436 days	588.2
TCGA-CJ-4870-01A	58 years, female, black or african american, stage:iii, alive, 1498 days	587.8
TCGA-MM-A84U-01A	58 years, female, black or african american, stage:i, alive, 700 days	587.7
TCGA-BP-4760-01A	69 years, male, black or african american, stage:i, alive, 2361 days	587.5
TCGA-B0-4693-01A	73 years, female, white, stage:iii, dead, 77 days	587.0
TCGA-B0-5710-01A	57 years, male, white, stage:i, alive, 2430 days	586.9
TCGA-AK-3460-01A	58 years, male, white, stage:i, alive, 2508 days	586.6
TCGA-CJ-4905-01A	62 years, female, white, stage:i, alive, 1496 days	586.4
TCGA-BP-4771-01A	62 years, male, white, stage:iv, dead, 162 days	586.2
TCGA-BP-4332-01A	36 years, male, white, stage:iii, alive, 1133 days	583.1
TCGA-CJ-4903-01A	50 years, male, white, stage:i, alive, 1559 days	582.8
TCGA-CJ-4907-01A	58 years, male, white, stage:iii, alive, 1499 days	581.2
TCGA-B0-5712-01A	68 years, female, black or african american, stage:iv, alive, 2722 days	580.6
TCGA-CW-6088-01A	60 years, male, white, stage:i, alive, 3222 days	579.7
TCGA-B8-A54K-01A	61 years, male, black or african american, stage:i, alive, 469 days	579.2
TCGA-A3-3376-01A	51 years, male, black or african american, stage:i, dead, 1696 days	579.0
TCGA-BP-5009-01A	52 years, male, white, stage:i, dead, 1092 days	578.5
TCGA-A3-3331-01A	86 years, female, white, stage:i, alive, 1485 days	577.5
TCGA-AK-3431-01A	62 years, female, white, stage:ii, dead, 2241 days	577.0
TCGA-B4-5843-01A	45 years, male, white, stage:i, alive, 11 days	575.1
TCGA-B0-5094-01A	62 years, male, white, stage:iv, dead, 333 days	574.1
TCGA-3Z-A93Z-01A	69 years, male, black or african american, stage:i, alive, 385 days	572.1
TCGA-B2-5633-01B	56 years, male, white, stage:i, alive, 963 days	571.5
TCGA-CJ-4634-01A	60 years, female, white, stage:i, alive, 3498 days	570.0
TCGA-B0-5692-01A	66 years, female, white, stage:iii, alive, 3944 days	569.6
TCGA-BP-4177-01A	65 years, male, white, stage:i, alive, 1670 days	569.4
TCGA-CW-5581-01A	44 years, male, white, stage:i, alive, 2799 days	567.2
TCGA-B0-5081-01A	80 years, female, white, stage:iii, dead, 362 days	566.0
TCGA-BP-5202-01A	75 years, male, white, stage:iii, alive, 29 days	565.7
TCGA-BP-4766-01A	43 years, female, white, stage:i, alive, 1462 days	565.1
TCGA-B2-A4SR-01A	62 years, male, black or african american, stage:ii, alive, 507 days	563.0
TCGA-BP-4344-01A	75 years, female, white, stage:i, alive, 1666 days	561.4
TCGA-BP-4999-01A	56 years, male, white, stage:i, alive, 1266 days	561.1
TCGA-CJ-4643-01A	67 years, female, white, stage:ii, alive, 1793 days	559.2
TCGA-BP-5168-01A	75 years, male, white, stage:i, dead, 1463 days	557.6
TCGA-CZ-5460-01A	55 years, male, white, stage:iv, alive, 2873 days	556.7
TCGA-AK-3427-01A	65 years, male, white, stage:i, alive, 3583 days	555.0
TCGA-CZ-5470-01A	72 years, female, stage:ii, alive, 386 days	554.5
TCGA-B0-5115-01A	43 years, male, white, stage:iv, alive, 1604 days	553.5
TCGA-DV-5569-01A	29 years, female, white, stage:i, alive, 355 days	553.5
TCGA-CJ-4893-01A	76 years, female, white, stage:i, alive, 750 days	552.6
TCGA-B0-5706-01A	45 years, male, white, stage:ii, alive, 3205 days	550.0
TCGA-CZ-5459-01A	63 years, male, white, stage:iii, alive, 1683 days	549.8
TCGA-BP-4967-01A	76 years, male, white, stage:iii, alive, 205 days	549.1
TCGA-CW-5585-01A	51 years, male, white, stage:iv, alive, 2609 days	549.1
TCGA-BP-5173-01A	75 years, male, white, stage:i, dead, 62 days	549.0
TCGA-B0-4816-01A	49 years, male, white, stage:ii, dead, 1371 days	547.8
TCGA-CJ-4871-01A	63 years, male, white, stage:iv, alive, 2423 days	546.1
TCGA-CJ-4885-01A	64 years, male, white, stage:iv, alive, 3451 days	544.4
TCGA-BP-5184-01A	54 years, male, white, stage:i, alive, 1133 days	543.8
TCGA-CJ-4639-01A	49 years, female, white, stage:ii, alive, 3229 days	542.6
TCGA-A3-3328-01A	79 years, male, white, stage:i, alive, 1385 days	542.3
TCGA-B4-5834-01A	59 years, male, white, stage:i, alive, 26 days	541.6
TCGA-BP-4795-01A	74 years, female, white, stage:i, alive, 620 days	541.6
TCGA-DV-5575-01A	52 years, female, white, stage:i, alive, 1729 days	541.2
TCGA-CZ-4853-01A	82 years, male, white, stage:i, alive, 774 days	539.5
TCGA-BP-4169-01A	76 years, female, white, stage:ii, dead, 701 days	538.8
TCGA-A3-3385-01A	46 years, female, white, stage:i, alive, 1993 days	538.3
TCGA-A3-3306-01A	67 years, male, white, stage:i, alive, 1120 days	537.0
TCGA-B0-5080-01A	63 years, male, white, stage:iv, dead, 342 days	536.9
TCGA-B4-5378-01A	62 years, male, white, stage:i, alive, 175 days	535.4
TCGA-B0-5116-01A	53 years, male, white, stage:iii, alive, 1274 days	534.3
TCGA-BP-4973-01A	47 years, male, white, stage:iii, alive, 1384 days	534.2
TCGA-B8-4148-01A	63 years, female, white, stage:i, alive, 1520 days	534.2
TCGA-BP-4799-01A	70 years, male, white, stage:iii, dead, 1133 days	533.2
TCGA-BP-4775-01A	55 years, female, white, stage:i, alive, 1843 days	532.1
TCGA-B0-4699-01A	74 years, male, white, stage:iv, dead, 110 days	531.9
TCGA-A3-3372-01A	64 years, male, white, stage:iii, alive, 735 days	531.5
TCGA-CJ-4920-01A	64 years, female, white, stage:i, dead, 139 days	529.7
TCGA-CZ-5458-01A	43 years, male, white, stage:iii, alive, 2789 days	529.1
TCGA-BP-4964-01A	55 years, female, white, stage:i, alive, 1862 days	528.9
TCGA-B8-4151-01A	51 years, female, white, stage:iii, alive, 1299 days	527.3
TCGA-B0-4691-01A	55 years, male, white, stage:iv, dead, 139 days	526.4
TCGA-BP-4345-01A	62 years, male, white, stage:iii, alive, 1516 days	525.4
TCGA-CZ-4859-01A	59 years, female, white, stage:i, alive, 1787 days	525.0
TCGA-CJ-4897-01A	79 years, female, white, stage:iii, alive, 3341 days	524.7
TCGA-EU-5904-01A	47 years, female, white, stage:i, alive, 551 days	523.1
TCGA-BP-5176-01A	78 years, female, white, stage:i, dead, 1590 days	521.4
TCGA-B0-5694-01A	71 years, male, white, stage:iii, dead, 480 days	519.8
TCGA-BP-4994-01A	54 years, male, white, stage:i, alive, 1308 days	519.0
TCGA-B0-5812-01A	53 years, male, white, stage:i, alive, 3834 days	517.7
TCGA-B0-5119-01A	61 years, female, white, stage:i, alive, 1552 days	517.2
TCGA-B0-4707-01A	63 years, male, white, stage:iii, dead, 600 days	515.9
TCGA-BP-4352-01A	74 years, female, white, stage:iv, dead, 344 days	515.2
TCGA-B0-5106-01A	64 years, male, white, stage:i, dead, 1598 days	513.3
TCGA-B8-A54J-01A	60 years, male, black or african american, stage:ii, alive, 528 days	512.6
TCGA-CW-5590-01A	51 years, male, white, stage:iv, dead, 1075 days	512.5
TCGA-BP-4770-01A	73 years, female, white, stage:iv, dead, 329 days	512.3
TCGA-BP-4763-01A	79 years, female, white, stage:i, dead, 1270 days	511.0
TCGA-B8-4143-01A	66 years, female, white, stage:iv, dead, 709 days	511.0
TCGA-CZ-4854-01A	68 years, male, white, stage:i, dead, 1404 days	510.7
TCGA-B0-4700-01A	60 years, male, white, stage:iv, dead, 1980 days	509.9
TCGA-B0-4838-01A	69 years, female, white, stage:i, dead, 834 days	509.9
TCGA-CW-6093-01A	73 years, male, white, stage:i, alive, 3146 days	508.1
TCGA-AS-3777-01A	63 years, male, white, stage:i, alive, 1238 days	507.0
TCGA-CW-5583-01A	51 years, female, white, stage:i, alive, 2489 days	505.6
TCGA-BP-5186-01A	50 years, female, white, stage:i, alive, 693 days	504.9
TCGA-B0-5095-01A	81 years, male, white, stage:iii, dead, 245 days	504.2
TCGA-B0-5713-01A	75 years, female, white, stage:iii, alive, 2782 days	502.4
TCGA-B0-4701-01A	66 years, female, white, stage:iv, dead, 238 days	502.1
TCGA-CZ-5453-01A	67 years, male, white, stage:ii, dead, 2419 days	501.4
TCGA-BP-5178-01A	71 years, male, white, stage:iv, dead, 1912 days	498.1
TCGA-CJ-5684-01A	61 years, male, white, stage:iii, alive, 2231 days	497.9
TCGA-BP-4968-01A	40 years, male, white, stage:i, alive, 1746 days	497.2
TCGA-BP-5006-01A	61 years, male, white, stage:i, alive, 840 days	496.6
TCGA-AK-3429-01A	54 years, female, white, stage:ii, alive, 3328 days	495.4
TCGA-B0-4810-01A	47 years, male, white, stage:iii, dead, 478 days	495.1
TCGA-B0-5110-01A	71 years, female, white, stage:i, alive, 2009 days	494.8
TCGA-DV-5576-01A	55 years, female, black or african american, stage:i, dead, 727 days	493.4
TCGA-DV-A4VX-01A	59 years, male, black or african american, stage:iv, dead, 1626 days	492.4
TCGA-BP-4164-01A	51 years, female, white, stage:iii, dead, 992 days	491.1
TCGA-AK-3436-01A	40 years, male, white, stage:iv, alive, 3331 days	490.6
TCGA-BP-5174-01A	45 years, female, white, stage:i, alive, 2257 days	488.5
TCGA-A3-A8OW-01A	37 years, male, black or african american, stage:iii, alive, 323 days	487.5
TCGA-BP-4961-01A	47 years, male, white, stage:i, alive, 1935 days	486.8
TCGA-B0-4710-01A	75 years, female, white, stage:iii, alive, 1755 days	486.7
TCGA-CZ-4865-01A	70 years, female, white, stage:i, dead, 166 days	486.7
TCGA-A3-3362-01A	60 years, female, white, stage:i, alive, 1559 days	486.6
TCGA-BP-4342-01A	79 years, male, white, stage:ii, dead, 2256 days	481.9
TCGA-BP-4789-01A	48 years, male, white, stage:i, alive, 1489 days	480.9
TCGA-BP-4784-01A	67 years, female, white, stage:i, alive, 1854 days	479.3
TCGA-A3-A8CQ-01A	59 years, female, black or african american, stage:i, alive, 3 days	477.5
TCGA-B0-5104-01A	90 years, female, white, stage:i, dead, 2752 days	475.2
TCGA-B8-A54H-01A	69 years, female, black or african american, stage:ii, alive, 256 days	472.9
TCGA-B0-4824-01A	49 years, female, white, stage:i, dead, 1657 days	466.9
TCGA-AK-3455-01A	71 years, female, white, stage:iii, dead, 683 days	466.7
TCGA-B8-A7U6-01A	54 years, female, black or african american, stage:i, alive, 495 days	464.7
TCGA-BP-5170-01A	55 years, male, white, stage:i, alive, 2412 days	460.8
TCGA-B0-4819-01A	60 years, female, white, stage:iv, dead, 183 days	460.2
TCGA-BP-4326-01A	53 years, female, white, stage:i, dead, 1625 days	458.2
TCGA-CJ-4887-01A	48 years, male, white, stage:iv, dead, 932 days	457.8
TCGA-BP-5199-01A	58 years, male, white, stage:ii, alive, 1355 days	454.4
TCGA-CZ-5465-01A	76 years, female, stage:iii, dead, 2564 days	453.6
TCGA-B0-5690-01A	53 years, female, white, stage:i, alive, 3392 days	452.7
TCGA-B0-4712-01A	76 years, male, white, stage:iv, dead, 1337 days	451.9
TCGA-CJ-5682-01A	60 years, male, white, stage:iv, alive, 3736 days	449.8
TCGA-CJ-5683-01A	78 years, male, white, stage:i, alive, 1889 days	447.9
TCGA-B0-5399-01A	46 years, male, white, stage:i, alive, 1411 days	446.9
TCGA-DV-5568-01A	26 years, male, white, stage:i, alive, 370 days	445.6
TCGA-B0-4814-01A	58 years, male, white, stage:iv, dead, 168 days	442.6
TCGA-B0-4836-01A	61 years, male, white, stage:iv, dead, 1238 days	442.0
TCGA-BP-4329-01A	75 years, male, white, stage:iii, dead, 845 days	441.3
TCGA-BP-4158-01A	69 years, male, white, stage:i, alive, 3377 days	440.0
TCGA-CJ-4892-01A	65 years, female, white, stage:i, alive, 1521 days	439.8
TCGA-AK-3451-01A	48 years, male, white, stage:ii, alive, 2868 days	438.5
TCGA-BP-4166-01A	69 years, male, white, stage:iii, alive, 13 days	438.5
TCGA-BP-5007-01A	46 years, male, white, stage:ii, alive, 1140 days	437.5
TCGA-B0-5693-01A	47 years, female, white, stage:i, alive, 4074 days	435.9
TCGA-CJ-4638-01A	46 years, female, white, stage:iv, dead, 431 days	435.8
TCGA-BP-5180-01A	53 years, male, white, stage:i, alive, 2263 days	434.3
TCGA-CJ-5679-01A	73 years, male, white, stage:iii, dead, 679 days	432.6
TCGA-B0-4713-01A	76 years, female, white, stage:iii, dead, 202 days	431.8
TCGA-BP-4765-01A	43 years, male, white, stage:i, alive, 2184 days	427.4
TCGA-G6-A5PC-01A	54 years, female, black or african american, stage:iv, dead, 242 days	427.3
TCGA-B0-4706-01A	61 years, male, white, stage:iii, dead, 65 days	427.0
TCGA-G6-A8L8-01A	62 years, female, black or african american, stage:i, dead, 1091 days	425.4
TCGA-B0-4822-01A	78 years, male, white, stage:ii, dead, 1111 days	425.2
TCGA-AK-3434-01A	72 years, male, white, stage:i, alive, 2087 days	424.1
TCGA-B0-5084-01A	33 years, male, white, stage:iv, dead, 222 days	420.6
TCGA-B0-4697-01A	46 years, female, white, stage:iv, dead, 578 days	418.1
TCGA-BP-4971-01A	40 years, male, white, stage:iii, alive, 1487 days	414.2
TCGA-BP-5192-01A	59 years, male, white, stage:i, alive, 714 days	414.0
TCGA-B0-5109-01A	69 years, male, white, stage:iii, dead, 587 days	412.6
TCGA-B0-5102-01A	74 years, female, white, stage:i, dead, 2764 days	411.0
TCGA-CZ-5469-01A	41 years, male, white, stage:ii, dead, 946 days	409.8
TCGA-B0-4818-01A	68 years, female, white, stage:ii, dead, 510 days	409.3
TCGA-B0-5092-01A	53 years, female, white, stage:iv, dead, 459 days	405.7
TCGA-CJ-4872-01A	51 years, male, white, stage:i, alive, 326 days	405.6
TCGA-B0-4945-01A	75 years, female, white, stage:i, dead, 2145 days	403.5
TCGA-BP-5201-01A	63 years, male, white, stage:iv, alive, 951 days	402.7
TCGA-BP-5000-01A	40 years, male, white, stage:i, alive, 563 days	400.2
TCGA-CJ-4882-01A	57 years, male, black or african american, stage:iii, alive, 1883 days	398.6
TCGA-B4-5838-01A	52 years, male, white, alive, 166 days	397.2
TCGA-CJ-6033-01A	54 years, female, white, stage:iv, dead, 224 days	394.3
TCGA-B0-4837-01A	63 years, male, white, stage:i, dead, 1378 days	393.4
TCGA-MW-A4EC-01A	73 years, female, black or african american, stage:i, alive, 498 days	391.9
TCGA-B8-4154-01A	73 years, female, white, stage:i, alive, 1380 days	387.8
TCGA-AK-3461-01A	72 years, male, white, stage:i, alive, 2217 days	386.9
TCGA-BP-5196-01A	54 years, male, white, stage:i, alive, 1018 days	381.8
TCGA-BP-4347-01A	74 years, male, white, stage:iii, alive, 1367 days	381.7
TCGA-B0-4852-01A	78 years, female, white, stage:ii, dead, 1121 days	380.3
TCGA-BP-5187-01A	54 years, male, white, stage:i, alive, 406 days	379.2
TCGA-B0-4817-01A	81 years, male, white, stage:iii, dead, 1019 days	378.1
TCGA-BP-4340-01A	70 years, female, white, stage:i, dead, 562 days	376.7
TCGA-BP-4993-01A	58 years, male, white, stage:i, alive, 177 days	375.6
TCGA-DV-A4VZ-01A	53 years, male, black or african american, stage:i, alive, 365 days	375.1
TCGA-AK-3458-01A	48 years, male, white, stage:i, alive, 1168 days	375.0
TCGA-G6-A8L6-01A	55 years, male, black or african american, stage:iv, dead, 313 days	368.7
TCGA-CJ-6032-01A	63 years, female, white, stage:ii, alive, 3639 days	368.7
TCGA-AK-3440-01A	58 years, male, white, stage:i, alive, 2865 days	367.0
TCGA-B0-4714-01A	81 years, male, white, stage:iv, dead, 99 days	365.0
TCGA-B0-5402-01A	64 years, male, white, stage:iv, alive, 1290 days	359.7
TCGA-BP-5190-01A	61 years, male, white, stage:i, alive, 1011 days	359.4
TCGA-BP-5191-01A	80 years, male, white, stage:iii, alive, 967 days	358.2
TCGA-B0-4844-01A	60 years, male, white, stage:iv, dead, 313 days	355.8
TCGA-BP-4327-01A	75 years, female, white, stage:ii, dead, 109 days	350.5
TCGA-CJ-5676-01A	47 years, male, white, stage:iii, alive, 4067 days	349.7
TCGA-CJ-4878-01A	71 years, female, white, stage:iii, alive, 2186 days	344.0
TCGA-AK-3465-01A	71 years, female, black or african american, stage:i, alive, 369 days	341.8
TCGA-BP-4774-01A	57 years, female, white, stage:i, alive, 1885 days	339.9
TCGA-BP-4974-01A	58 years, male, white, stage:iv, dead, 211 days	339.3
TCGA-DV-5565-01A	59 years, male, white, stage:i, alive, 1329 days	337.2
TCGA-BP-4337-01A	76 years, female, white, stage:iii, dead, 2 days	336.0
TCGA-DV-5566-01A	67 years, female, white, stage:i, alive, 1398 days	333.3
TCGA-CJ-4912-01A	61 years, male, white, stage:ii, alive, 1657 days	331.6
TCGA-B0-4828-01A	79 years, male, white, stage:iv, dead, 307 days	329.7
TCGA-B0-4833-01A	82 years, female, white, stage:i, dead, 2386 days	328.9
TCGA-BP-4759-01A	50 years, male, white, stage:i, alive, 2372 days	328.7
TCGA-B0-4839-01A	80 years, female, white, stage:i, dead, 1639 days	326.2
TCGA-B0-4849-01A	51 years, male, white, stage:iii, dead, 69 days	326.0
TCGA-AK-3454-01A	84 years, male, white, stage:i, alive, 874 days	324.5
TCGA-BP-4776-01A	52 years, male, white, stage:i, alive, 411 days	311.0
TCGA-B8-4153-01B	74 years, male, white, stage:iii, alive, 762 days	309.5
TCGA-BP-5169-01A	70 years, male, white, stage:i, alive, 193 days	309.1
TCGA-CZ-5982-01A	59 years, female, white, stage:i, alive, 2439 days	306.5
TCGA-B0-5703-01A	73 years, male, white, stage:i, alive, 2246 days	305.6
TCGA-B0-4821-01A	68 years, female, asian, stage:iii, dead, 1230 days	303.8
TCGA-BP-4159-01A	70 years, male, white, stage:i, dead, 2601 days	303.0
TCGA-CJ-4875-01A	67 years, male, white, stage:iv, dead, 3554 days	302.8
TCGA-BP-4341-01A	67 years, male, white, stage:iii, dead, 1589 days	302.7
TCGA-BP-4335-01A	65 years, female, white, stage:iv, dead, 475 days	297.0
TCGA-B0-4718-01A	57 years, male, white, stage:iii, alive, 1778 days	296.7
TCGA-BP-5175-01A	60 years, male, white, stage:i, alive, 932 days	292.2
TCGA-G6-A8L7-01A	81 years, female, black or african american, stage:i, alive, 2133 days	291.8
TCGA-MM-A564-01A	68 years, male, black or african american, stage:ii, alive, 607 days	289.4
TCGA-BP-4981-01A	75 years, female, white, stage:iii, dead, 1097 days	285.3
TCGA-BP-4960-01A	46 years, male, white, stage:ii, alive, 2172 days	281.8
TCGA-BP-5177-01A	46 years, female, white, stage:i, alive, 293 days	281.1
TCGA-B0-4813-01A	68 years, male, white, stage:iii, dead, 18 days	277.8
TCGA-B0-5121-01A	56 years, male, white, stage:i, alive, 1485 days	276.8
TCGA-AK-3443-01A	45 years, male, white, stage:ii, alive, 1423 days	275.3
TCGA-B0-4845-01A	70 years, male, white, stage:iv, dead, 1986 days	274.2
TCGA-BP-4334-01A	56 years, male, white, stage:iii, dead, 645 days	271.8
TCGA-BP-4758-01A	40 years, male, white, stage:i, alive, 2208 days	271.3
TCGA-AK-3433-01A	48 years, female, white, stage:ii, alive, 3409 days	270.6
TCGA-B0-4688-01A	46 years, male, white, stage:iv, dead, 101 days	268.5
TCGA-BP-4165-01A	64 years, female, white, stage:i, alive, 3037 days	266.6
TCGA-B0-4847-01A	60 years, male, white, stage:iv, dead, 793 days	264.2
TCGA-B0-5100-01A	72 years, male, black or african american, stage:iii, dead, 1913 days	263.6
TCGA-BP-5001-01A	43 years, female, white, stage:i, alive, 1177 days	263.5
TCGA-B8-4146-01B	41 years, female, white, stage:i, alive, 511 days	257.1
TCGA-BP-4349-01A	68 years, female, white, stage:i, alive, 372 days	254.1
TCGA-BP-4351-01A	51 years, female, white, stage:iii, alive, 970 days	252.1
TCGA-CJ-4876-01A	57 years, male, white, stage:ii, alive, 1955 days	245.8
TCGA-BP-4355-01A	59 years, female, white, stage:iii, dead, 953 days	238.7
TCGA-B0-5099-01A	88 years, female, white, stage:iii, dead, 485 days	234.0
TCGA-BP-4969-01A	63 years, female, white, stage:i, alive, 1794 days	228.4
TCGA-AK-3453-01A	58 years, female, white, stage:ii, alive, 2531 days	225.3
TCGA-B0-4841-01A	63 years, male, white, stage:iv, dead, 204 days	210.5
TCGA-B0-5117-01A	40 years, male, white, stage:i, alive, 1608 days	197.9
TCGA-B0-4696-01A	58 years, male, white, stage:iii, dead, 866 days	197.7
TCGA-BP-5185-01A	56 years, male, white, stage:i, alive, 1132 days	197.7
TCGA-B0-4843-01A	57 years, male, white, stage:iii, dead, 320 days	195.3
TCGA-CZ-5989-01A	60 years, male, white, stage:ii, alive, 1905 days	193.0
TCGA-B0-5085-01A	76 years, female, white, stage:iii, dead, 770 days	189.5
TCGA-BP-5010-01A	63 years, male, white, stage:iii, dead, 878 days	178.5
TCGA-CJ-4642-01B	47 years, male, white, stage:ii, alive, 3205 days	164.0
TCGA-BP-4992-01A	66 years, male, white, stage:i, alive, 501 days	162.6
TCGA-B0-4811-01A	48 years, male, white, stage:iii, dead, 1417 days	125.0
TCGA-B4-5832-01A	65 years, male, white, stage:iii, alive, 155 days	101.5
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