Expression of RBP7 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: 15.46
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

36.0

Number of samples

528

Samples

Sample	Description	FPKM
TCGA-B0-5119-01A	61 years, female, white, stage:i, alive, 1552 days	302.7
TCGA-BP-4349-01A	68 years, female, white, stage:i, alive, 372 days	213.2
TCGA-BP-4341-01A	67 years, male, white, stage:iii, dead, 1589 days	207.7
TCGA-B0-4841-01A	63 years, male, white, stage:iv, dead, 204 days	198.8
TCGA-BP-4165-01A	64 years, female, white, stage:i, alive, 3037 days	186.9
TCGA-3Z-A93Z-01A	69 years, male, black or african american, stage:i, alive, 385 days	166.7
TCGA-B0-5713-01A	75 years, female, white, stage:iii, alive, 2782 days	161.8
TCGA-B0-4839-01A	80 years, female, white, stage:i, dead, 1639 days	153.2
TCGA-A3-3383-01A	52 years, male, white, stage:i, alive, 861 days	138.7
TCGA-B4-5844-01A	61 years, female, white, stage:ii, alive, 7 days	132.9
TCGA-CJ-5683-01A	78 years, male, white, stage:i, alive, 1889 days	129.1
TCGA-AK-3450-01A	85 years, female, white, stage:i, alive, 1779 days	122.0
TCGA-B0-5690-01A	53 years, female, white, stage:i, alive, 3392 days	120.1
TCGA-CJ-4870-01A	58 years, female, black or african american, stage:iii, alive, 1498 days	117.1
TCGA-B0-5121-01A	56 years, male, white, stage:i, alive, 1485 days	113.9
TCGA-B8-A54J-01A	60 years, male, black or african american, stage:ii, alive, 528 days	111.5
TCGA-B0-5695-01A	61 years, female, white, stage:i, alive, 2150 days	110.8
TCGA-BP-4758-01A	40 years, male, white, stage:i, alive, 2208 days	108.1
TCGA-CZ-5451-01A	74 years, male, white, stage:ii, alive, 1929 days	106.5
TCGA-BP-4776-01A	52 years, male, white, stage:i, alive, 411 days	106.0
TCGA-BP-4159-01A	70 years, male, white, stage:i, dead, 2601 days	103.1
TCGA-BP-5168-01A	75 years, male, white, stage:i, dead, 1463 days	102.9
TCGA-BP-5176-01A	78 years, female, white, stage:i, dead, 1590 days	102.5
TCGA-A3-3365-01A	46 years, male, white, stage:i, alive, 873 days	102.4
TCGA-B0-5700-01A	77 years, male, white, stage:i, alive, 1790 days	100.4
TCGA-MW-A4EC-01A	73 years, female, black or african american, stage:i, alive, 498 days	99.7
TCGA-B8-4154-01A	73 years, female, white, stage:i, alive, 1380 days	99.0
TCGA-A3-3380-01A	54 years, male, stage:i, alive, 567 days	96.7
TCGA-B0-5702-01A	71 years, male, white, stage:i, alive, 2172 days	93.4
TCGA-CJ-4885-01A	64 years, male, white, stage:iv, alive, 3451 days	92.1
TCGA-B0-5085-01A	76 years, female, white, stage:iii, dead, 770 days	92.0
TCGA-CJ-4878-01A	71 years, female, white, stage:iii, alive, 2186 days	90.6
TCGA-BP-4351-01A	51 years, female, white, stage:iii, alive, 970 days	88.5
TCGA-MM-A564-01A	68 years, male, black or african american, stage:ii, alive, 607 days	88.5
TCGA-B0-4816-01A	49 years, male, white, stage:ii, dead, 1371 days	88.5
TCGA-B4-5834-01A	59 years, male, white, stage:i, alive, 26 days	88.2
TCGA-BP-4769-01A	63 years, male, white, stage:i, alive, 1876 days	88.0
TCGA-BP-4170-01A	72 years, female, white, stage:i, dead, 2343 days	87.4
TCGA-CJ-4904-01A	60 years, female, white, stage:iv, alive, 3302 days	85.5
TCGA-G6-A8L6-01A	55 years, male, black or african american, stage:iv, dead, 313 days	85.4
TCGA-A3-A6NL-01A	49 years, female, black or african american, stage:i, alive, 689 days	83.6
TCGA-CJ-4874-01A	73 years, female, white, stage:i, alive, 2283 days	82.8
TCGA-BP-5181-01A	58 years, female, white, stage:i, alive, 1495 days	80.6
TCGA-CZ-5461-01A	52 years, male, white, stage:iv, dead, 330 days	80.1
TCGA-B0-5099-01A	88 years, female, white, stage:iii, dead, 485 days	79.6
TCGA-BP-4327-01A	75 years, female, white, stage:ii, dead, 109 days	79.6
TCGA-BP-5185-01A	56 years, male, white, stage:i, alive, 1132 days	79.3
TCGA-CJ-6030-01A	66 years, male, white, stage:i, dead, 2299 days	77.6
TCGA-B2-A4SR-01A	62 years, male, black or african american, stage:ii, alive, 507 days	77.2
TCGA-B0-4845-01A	70 years, male, white, stage:iv, dead, 1986 days	76.9
TCGA-BP-5192-01A	59 years, male, white, stage:i, alive, 714 days	74.8
TCGA-CJ-4639-01A	49 years, female, white, stage:ii, alive, 3229 days	74.0
TCGA-CZ-5458-01A	43 years, male, white, stage:iii, alive, 2789 days	73.8
TCGA-A3-3331-01A	86 years, female, white, stage:i, alive, 1485 days	73.4
TCGA-BP-4158-01A	69 years, male, white, stage:i, alive, 3377 days	73.2
TCGA-GK-A6C7-01A	77 years, female, black or african american, stage:i, alive, 61 days	73.1
TCGA-B8-A7U6-01A	54 years, female, black or african american, stage:i, alive, 495 days	72.8
TCGA-CJ-4908-01A	38 years, male, white, stage:i, alive, 1531 days	72.4
TCGA-BP-4355-01A	59 years, female, white, stage:iii, dead, 953 days	71.0
TCGA-CJ-4644-01A	48 years, female, white, stage:iv, dead, 336 days	70.5
TCGA-BP-4763-01A	79 years, female, white, stage:i, dead, 1270 days	69.4
TCGA-CZ-5467-01A	86 years, female, white, stage:iii, dead, 73 days	69.0
TCGA-BP-4353-01A	61 years, male, white, stage:i, dead, 375 days	68.9
TCGA-CJ-5684-01A	61 years, male, white, stage:iii, alive, 2231 days	68.8
TCGA-AK-3431-01A	62 years, female, white, stage:ii, dead, 2241 days	67.9
TCGA-CJ-4905-01A	62 years, female, white, stage:i, alive, 1496 days	67.1
TCGA-A3-3352-01A	male, white, stage:iii, dead, 561 days	66.7
TCGA-DV-5566-01A	67 years, female, white, stage:i, alive, 1398 days	65.1
TCGA-CZ-4859-01A	59 years, female, white, stage:i, alive, 1787 days	65.1
TCGA-A3-3307-01A	66 years, male, stage:iii, alive, 1436 days	65.0
TCGA-CW-5589-01A	52 years, male, white, stage:i, alive, 2378 days	64.2
TCGA-BP-4774-01A	57 years, female, white, stage:i, alive, 1885 days	63.7
TCGA-AK-3460-01A	58 years, male, white, stage:i, alive, 2508 days	63.5
TCGA-BP-4762-01A	42 years, male, white, stage:i, dead, 1343 days	63.1
TCGA-B0-5110-01A	71 years, female, white, stage:i, alive, 2009 days	62.9
TCGA-CJ-4893-01A	76 years, female, white, stage:i, alive, 750 days	62.8
TCGA-BP-5184-01A	54 years, male, white, stage:i, alive, 1133 days	62.5
TCGA-BP-4789-01A	48 years, male, white, stage:i, alive, 1489 days	62.5
TCGA-BP-5170-01A	55 years, male, white, stage:i, alive, 2412 days	62.3
TCGA-B0-4714-01A	81 years, male, white, stage:iv, dead, 99 days	62.1
TCGA-BP-4169-01A	76 years, female, white, stage:ii, dead, 701 days	61.9
TCGA-BP-5194-01A	39 years, male, white, stage:i, alive, 408 days	61.6
TCGA-CW-6093-01A	73 years, male, white, stage:i, alive, 3146 days	60.8
TCGA-EU-5904-01A	47 years, female, white, stage:i, alive, 551 days	60.8
TCGA-BP-4999-01A	56 years, male, white, stage:i, alive, 1266 days	60.7
TCGA-A3-A6NN-01A	78 years, male, black or african american, stage:i, alive, 3 days	60.4
TCGA-B0-4852-01A	78 years, female, white, stage:ii, dead, 1121 days	60.4
TCGA-CJ-4892-01A	65 years, female, white, stage:i, alive, 1521 days	60.2
TCGA-BP-4344-01A	75 years, female, white, stage:i, alive, 1666 days	59.7
TCGA-CJ-4918-01A	64 years, male, white, stage:iv, dead, 93 days	59.7
TCGA-BP-4993-01A	58 years, male, white, stage:i, alive, 177 days	58.7
TCGA-B0-4818-01A	68 years, female, white, stage:ii, dead, 510 days	58.3
TCGA-BP-4335-01A	65 years, female, white, stage:iv, dead, 475 days	58.3
TCGA-CJ-4886-01A	43 years, female, white, stage:i, alive, 1952 days	58.2
TCGA-A3-A8OW-01A	37 years, male, black or african american, stage:iii, alive, 323 days	57.9
TCGA-B8-A54H-01A	69 years, female, black or african american, stage:ii, alive, 256 days	57.8
TCGA-B8-4153-01B	74 years, male, white, stage:iii, alive, 762 days	57.2
TCGA-CJ-4634-01A	60 years, female, white, stage:i, alive, 3498 days	57.2
TCGA-AK-3427-01A	65 years, male, white, stage:i, alive, 3583 days	56.9
TCGA-AK-3434-01A	72 years, male, white, stage:i, alive, 2087 days	56.7
TCGA-CW-5583-01A	51 years, female, white, stage:i, alive, 2489 days	56.4
TCGA-A3-3359-01A	82 years, female, white, stage:i, alive, 2504 days	56.1
TCGA-B0-4822-01A	78 years, male, white, stage:ii, dead, 1111 days	55.6
TCGA-B0-5115-01A	43 years, male, white, stage:iv, alive, 1604 days	54.7
TCGA-B8-5552-01B	41 years, female, white, stage:i, alive, 1046 days	54.5
TCGA-B0-4849-01A	51 years, male, white, stage:iii, dead, 69 days	54.3
TCGA-AK-3451-01A	48 years, male, white, stage:ii, alive, 2868 days	54.2
TCGA-CW-5585-01A	51 years, male, white, stage:iv, alive, 2609 days	53.9
TCGA-AK-3428-01A	62 years, male, white, stage:iii, alive, 3728 days	53.9
TCGA-BP-5007-01A	46 years, male, white, stage:ii, alive, 1140 days	53.3
TCGA-BP-4784-01A	67 years, female, white, stage:i, alive, 1854 days	53.2
TCGA-CJ-5676-01A	47 years, male, white, stage:iii, alive, 4067 days	52.9
TCGA-BP-5186-01A	50 years, female, white, stage:i, alive, 693 days	52.5
TCGA-BP-4969-01A	63 years, female, white, stage:i, alive, 1794 days	51.8
TCGA-A3-A8CQ-01A	59 years, female, black or african american, stage:i, alive, 3 days	51.7
TCGA-CW-6088-01A	60 years, male, white, stage:i, alive, 3222 days	51.2
TCGA-BP-4974-01A	58 years, male, white, stage:iv, dead, 211 days	51.0
TCGA-B2-5636-01A	79 years, male, white, stage:i, alive, 919 days	51.0
TCGA-BP-5006-01A	61 years, male, white, stage:i, alive, 840 days	50.8
TCGA-EU-5906-01A	55 years, male, white, stage:i, alive, 206 days	50.7
TCGA-CZ-5455-01A	63 years, male, white, stage:iv, dead, 561 days	50.1
TCGA-B0-5696-01A	70 years, male, white, stage:iii, alive, 2609 days	49.8
TCGA-B0-4837-01A	63 years, male, white, stage:i, dead, 1378 days	49.7
TCGA-AK-3458-01A	48 years, male, white, stage:i, alive, 1168 days	49.6
TCGA-B4-5378-01A	62 years, male, white, stage:i, alive, 175 days	48.9
TCGA-CJ-4920-01A	64 years, female, white, stage:i, dead, 139 days	48.7
TCGA-B0-5088-01A	53 years, male, white, stage:i, dead, 563 days	48.6
TCGA-BP-5001-01A	43 years, female, white, stage:i, alive, 1177 days	48.5
TCGA-BP-4982-01A	42 years, male, white, stage:i, alive, 1014 days	48.2
TCGA-A3-3362-01A	60 years, female, white, stage:i, alive, 1559 days	48.1
TCGA-AK-3461-01A	72 years, male, white, stage:i, alive, 2217 days	47.8
TCGA-DV-5567-01A	40 years, female, black or african american, stage:i, alive, 2004 days	47.8
TCGA-CJ-6032-01A	63 years, female, white, stage:ii, alive, 3639 days	47.4
TCGA-BP-4332-01A	36 years, male, white, stage:iii, alive, 1133 days	46.9
TCGA-A3-A6NJ-01A	57 years, female, black or african american, stage:i, alive, 468 days	46.8
TCGA-B2-4102-01A	61 years, male, white, stage:i, alive, 952 days	46.7
TCGA-AK-3454-01A	84 years, male, white, stage:i, alive, 874 days	46.6
TCGA-B0-4824-01A	49 years, female, white, stage:i, dead, 1657 days	46.5
TCGA-B0-4810-01A	47 years, male, white, stage:iii, dead, 478 days	46.1
TCGA-MM-A563-01A	41 years, male, black or african american, alive, 591 days	45.9
TCGA-BP-4961-01A	47 years, male, white, stage:i, alive, 1935 days	45.4
TCGA-A3-3349-01A	34 years, female, white, stage:i, alive, 1385 days	45.2
TCGA-CJ-4642-01B	47 years, male, white, stage:ii, alive, 3205 days	44.9
TCGA-BP-4347-01A	74 years, male, white, stage:iii, alive, 1367 days	44.9
TCGA-B0-5712-01A	68 years, female, black or african american, stage:iv, alive, 2722 days	44.6
TCGA-CJ-4897-01A	79 years, female, white, stage:iii, alive, 3341 days	44.3
TCGA-BP-4759-01A	50 years, male, white, stage:i, alive, 2372 days	44.3
TCGA-B8-4151-01A	51 years, female, white, stage:iii, alive, 1299 days	44.1
TCGA-BP-5202-01A	75 years, male, white, stage:iii, alive, 29 days	44.0
TCGA-DV-5565-01A	59 years, male, white, stage:i, alive, 1329 days	44.0
TCGA-B0-5100-01A	72 years, male, black or african american, stage:iii, dead, 1913 days	43.9
TCGA-BP-4777-01A	46 years, male, white, stage:i, alive, 1731 days	43.9
TCGA-CJ-5689-01A	90 years, male, white, stage:i, dead, 1620 days	43.5
TCGA-B8-5553-01A	67 years, female, white, stage:i, alive, 435 days	43.3
TCGA-CJ-5675-01A	70 years, male, white, stage:ii, alive, 3936 days	43.2
TCGA-BP-4964-01A	55 years, female, white, stage:i, alive, 1862 days	43.1
TCGA-B0-5402-01A	64 years, male, white, stage:iv, alive, 1290 days	42.7
TCGA-B0-5691-01A	66 years, female, white, stage:i, alive, 3431 days	42.5
TCGA-B8-A54K-01A	61 years, male, black or african american, stage:i, alive, 469 days	42.3
TCGA-BP-4991-01A	54 years, male, white, stage:i, alive, 1413 days	42.2
TCGA-B8-5549-01A	53 years, male, white, stage:i, alive, 194 days	42.2
TCGA-BP-5191-01A	80 years, male, white, stage:iii, alive, 967 days	42.2
TCGA-A3-3357-01A	62 years, male, white, stage:ii, alive, 2688 days	41.8
TCGA-B0-5120-01A	72 years, female, white, stage:i, alive, 1169 days	41.7
TCGA-A3-3323-01A	53 years, male, white, stage:i, alive, 1106 days	41.7
TCGA-CZ-4865-01A	70 years, female, white, stage:i, dead, 166 days	41.5
TCGA-BP-4975-01A	40 years, male, white, stage:i, alive, 1433 days	41.4
TCGA-B0-5692-01A	66 years, female, white, stage:iii, alive, 3944 days	41.4
TCGA-B0-5698-01A	77 years, male, black or african american, stage:i, alive, 3631 days	40.7
TCGA-A3-3382-01A	69 years, male, white, stage:i, alive, 574 days	40.5
TCGA-B8-5545-01A	42 years, male, black or african american, stage:i, alive, 1525 days	40.5
TCGA-BP-5195-01A	75 years, male, white, stage:i, alive, 749 days	40.3
TCGA-B0-4710-01A	75 years, female, white, stage:iii, alive, 1755 days	40.2
TCGA-CJ-4643-01A	67 years, female, white, stage:ii, alive, 1793 days	40.1
TCGA-CJ-4871-01A	63 years, male, white, stage:iv, alive, 2423 days	39.6
TCGA-G6-A8L8-01A	62 years, female, black or african american, stage:i, dead, 1091 days	39.4
TCGA-BP-4782-01A	55 years, female, white, stage:i, alive, 354 days	39.2
TCGA-AK-3447-01A	84 years, male, white, stage:ii, alive, 1217 days	39.0
TCGA-B0-4823-01A	88 years, male, white, stage:i, dead, 454 days	38.8
TCGA-A3-A6NI-01A	47 years, male, black or african american, stage:i, alive, 1018 days	38.7
TCGA-CZ-5453-01A	67 years, male, white, stage:ii, dead, 2419 days	38.5
TCGA-CJ-6033-01A	54 years, female, white, stage:iv, dead, 224 days	38.0
TCGA-B8-A8YJ-01A	60 years, female, black or african american, stage:i, alive, 431 days	38.0
TCGA-B0-4838-01A	69 years, female, white, stage:i, dead, 834 days	37.8
TCGA-B8-5165-01A	43 years, male, white, stage:i, alive, 737 days	37.7
TCGA-AK-3429-01A	54 years, female, white, stage:ii, alive, 3328 days	37.6
TCGA-CW-5584-01A	74 years, male, white, stage:iii, dead, 164 days	37.6
TCGA-BP-4177-01A	65 years, male, white, stage:i, alive, 1670 days	37.3
TCGA-BP-4162-01A	65 years, female, white, stage:i, alive, 3074 days	37.0
TCGA-DV-5568-01A	26 years, male, white, stage:i, alive, 370 days	36.4
TCGA-CW-5580-01A	73 years, female, white, stage:iv, dead, 1964 days	36.4
TCGA-CJ-4895-01A	62 years, male, white, stage:iv, dead, 1200 days	36.4
TCGA-CJ-4868-01A	42 years, male, white, stage:iv, dead, 646 days	36.3
TCGA-CZ-5460-01A	55 years, male, white, stage:iv, alive, 2873 days	36.3
TCGA-A3-3358-01A	57 years, female, white, stage:i, alive, 1307 days	36.3
TCGA-B2-4099-01A	83 years, male, white, stage:i, alive, 972 days	36.2
TCGA-B0-5399-01A	46 years, male, white, stage:i, alive, 1411 days	36.0
TCGA-A3-3325-01A	52 years, male, white, stage:i, dead, 1170 days	35.9
TCGA-BP-4345-01A	62 years, male, white, stage:iii, alive, 1516 days	35.5
TCGA-CJ-5678-01A	62 years, male, black or african american, stage:iv, dead, 574 days	35.4
TCGA-AS-3778-01A	35 years, male, white, stage:i, alive, 43 days	35.1
TCGA-DV-A4W0-01A	55 years, male, black or african american, stage:i, alive, 2470 days	35.0
TCGA-CJ-4889-01A	63 years, female, white, stage:i, alive, 1946 days	34.7
TCGA-B8-5162-01A	63 years, male, white, stage:ii, alive, 36 days	34.7
TCGA-B0-5699-01A	53 years, male, white, stage:i, alive, 3841 days	34.4
TCGA-CJ-4875-01A	67 years, male, white, stage:iv, dead, 3554 days	34.4
TCGA-BP-5173-01A	75 years, male, white, stage:i, dead, 62 days	34.4
TCGA-CZ-5987-01A	60 years, male, white, stage:iv, dead, 445 days	34.2
TCGA-B4-5836-01A	61 years, female, white, stage:i, alive, 141 days	33.9
TCGA-BP-5174-01A	45 years, female, white, stage:i, alive, 2257 days	33.9
TCGA-B0-4945-01A	75 years, female, white, stage:i, dead, 2145 days	33.9
TCGA-BP-5000-01A	40 years, male, white, stage:i, alive, 563 days	33.8
TCGA-B8-4622-01A	57 years, male, white, stage:iv, alive, 1525 days	33.7
TCGA-DV-5576-01A	55 years, female, black or african american, stage:i, dead, 727 days	33.6
TCGA-BP-4965-01A	46 years, male, white, stage:i, alive, 1871 days	33.5
TCGA-A3-3308-01A	77 years, female, white, stage:iii, alive, 16 days	33.5
TCGA-CZ-5468-01A	84 years, male, white, stage:iv, dead, 59 days	33.3
TCGA-BP-4766-01A	43 years, female, white, stage:i, alive, 1462 days	33.2
TCGA-BP-4799-01A	70 years, male, white, stage:iii, dead, 1133 days	33.1
TCGA-CJ-4899-01A	42 years, male, asian, stage:i, alive, 1528 days	32.9
TCGA-B0-4693-01A	73 years, female, white, stage:iii, dead, 77 days	32.8
TCGA-CW-5587-01A	62 years, female, white, stage:iii, alive, 2226 days	32.7
TCGA-B0-5693-01A	47 years, female, white, stage:i, alive, 4074 days	32.6
TCGA-MM-A84U-01A	58 years, female, black or african american, stage:i, alive, 700 days	32.5
TCGA-BP-4340-01A	70 years, female, white, stage:i, dead, 562 days	32.5
TCGA-CZ-5982-01A	59 years, female, white, stage:i, alive, 2439 days	32.5
TCGA-BP-5196-01A	54 years, male, white, stage:i, alive, 1018 days	32.4
TCGA-CJ-4916-01A	69 years, female, white, stage:iii, alive, 1373 days	32.2
TCGA-BP-4330-01A	60 years, female, black or african american, stage:iii, alive, 1888 days	32.1
TCGA-CZ-5457-01A	62 years, male, white, stage:iii, alive, 2754 days	32.0
TCGA-BP-5177-01A	46 years, female, white, stage:i, alive, 293 days	32.0
TCGA-CZ-5989-01A	60 years, male, white, stage:ii, alive, 1905 days	31.9
TCGA-B0-4811-01A	48 years, male, white, stage:iii, dead, 1417 days	31.9
TCGA-CW-5590-01A	51 years, male, white, stage:iv, dead, 1075 days	31.8
TCGA-BP-4976-01A	77 years, male, white, stage:i, alive, 1632 days	31.7
TCGA-A3-3370-01A	48 years, female, white, stage:i, alive, 2274 days	31.5
TCGA-CJ-4902-01A	61 years, male, white, stage:iii, alive, 1520 days	31.3
TCGA-CZ-4856-01A	62 years, female, white, stage:i, alive, 18 days	31.2
TCGA-BP-4775-01A	55 years, female, white, stage:i, alive, 1843 days	31.2
TCGA-B4-5843-01A	45 years, male, white, stage:i, alive, 11 days	31.2
TCGA-A3-A8OV-01A	75 years, male, black or african american, stage:i, alive, 340 days	31.1
TCGA-CZ-5986-01A	61 years, male, white, stage:i, alive, 373 days	31.0
TCGA-B0-5106-01A	64 years, male, white, stage:i, dead, 1598 days	30.8
TCGA-BP-4804-01A	59 years, male, white, stage:i, alive, 1459 days	30.8
TCGA-B0-4697-01A	46 years, female, white, stage:iv, dead, 578 days	30.6
TCGA-AK-3436-01A	40 years, male, white, stage:iv, alive, 3331 days	30.5
TCGA-CZ-5988-01A	38 years, male, white, stage:i, alive, 693 days	30.4
TCGA-B0-4700-01A	60 years, male, white, stage:iv, dead, 1980 days	30.1
TCGA-A3-3376-01A	51 years, male, black or african american, stage:i, dead, 1696 days	29.7
TCGA-AK-3455-01A	71 years, female, white, stage:iii, dead, 683 days	29.6
TCGA-DV-5573-01A	41 years, male, white, stage:i, alive, 1130 days	29.5
TCGA-B0-5812-01A	53 years, male, white, stage:i, alive, 3834 days	29.4
TCGA-B0-5711-01A	50 years, male, white, stage:iii, alive, 3989 days	29.2
TCGA-BP-4765-01A	43 years, male, white, stage:i, alive, 2184 days	29.1
TCGA-BP-5199-01A	58 years, male, white, stage:ii, alive, 1355 days	29.1
TCGA-B2-3924-01A	73 years, male, white, stage:i, alive, 1092 days	28.7
TCGA-B0-4815-01A	65 years, male, white, stage:iii, dead, 1588 days	28.7
TCGA-B0-4833-01A	82 years, female, white, stage:i, dead, 2386 days	28.6
TCGA-DV-5569-01A	29 years, female, white, stage:i, alive, 355 days	28.6
TCGA-CJ-5682-01A	60 years, male, white, stage:iv, alive, 3736 days	28.6
TCGA-G6-A5PC-01A	54 years, female, black or african american, stage:iv, dead, 242 days	28.4
TCGA-B8-4619-01A	58 years, male, white, stage:i, alive, 523 days	28.3
TCGA-B0-5705-01A	65 years, female, white, stage:i, alive, 4537 days	27.7
TCGA-BP-4325-01A	64 years, female, white, stage:i, alive, 2964 days	27.7
TCGA-BP-4160-01A	67 years, male, white, stage:iii, alive, 2881 days	27.6
TCGA-BP-4331-01A	52 years, male, white, stage:i, dead, 2454 days	27.5
TCGA-CJ-4872-01A	51 years, male, white, stage:i, alive, 326 days	27.5
TCGA-CZ-5459-01A	63 years, male, white, stage:iii, alive, 1683 days	27.4
TCGA-BP-5010-01A	63 years, male, white, stage:iii, dead, 878 days	27.2
TCGA-B8-A54D-01A	69 years, male, black or african american, stage:iii, alive, 830 days	27.0
TCGA-BP-5178-01A	71 years, male, white, stage:iv, dead, 1912 days	27.0
TCGA-B0-5116-01A	53 years, male, white, stage:iii, alive, 1274 days	26.9
TCGA-B0-4834-01A	49 years, male, white, stage:i, dead, 2090 days	26.8
TCGA-CJ-5686-01A	59 years, female, white, stage:i, alive, 2038 days	26.4
TCGA-B8-A54F-01A	49 years, female, black or african american, stage:i, alive, 519 days	26.4
TCGA-A3-3387-01A	49 years, male, white, stage:i, alive, 617 days	26.2
TCGA-BP-5187-01A	54 years, male, white, stage:i, alive, 406 days	26.1
TCGA-AK-3453-01A	58 years, female, white, stage:ii, alive, 2531 days	26.1
TCGA-DV-5574-01A	37 years, male, white, stage:i, alive, 2016 days	25.5
TCGA-B0-5694-01A	71 years, male, white, stage:iii, dead, 480 days	25.4
TCGA-BP-4801-01A	57 years, male, white, stage:i, alive, 1124 days	25.3
TCGA-BP-4781-01A	78 years, male, white, stage:i, alive, 2080 days	25.2
TCGA-CJ-4640-01A	49 years, male, white, stage:iii, alive, 3480 days	25.2
TCGA-BP-5183-01A	57 years, male, white, stage:iii, alive, 1291 days	25.2
TCGA-B0-4847-01A	60 years, male, white, stage:iv, dead, 793 days	24.8
TCGA-CW-5588-01A	78 years, female, white, stage:i, alive, 2017 days	24.6
TCGA-BP-4986-01A	75 years, male, white, stage:i, alive, 785 days	24.5
TCGA-B8-A54I-01A	48 years, male, black or african american, stage:i, alive, 150 days	24.5
TCGA-A3-3329-01A	75 years, male, white, stage:i, alive, 1624 days	24.5
TCGA-CZ-5464-01A	69 years, male, white, stage:iv, alive, 2128 days	24.4
TCGA-B0-5102-01A	74 years, female, white, stage:i, dead, 2764 days	24.3
TCGA-CJ-4894-01A	58 years, male, white, stage:iii, dead, 841 days	24.3
TCGA-CJ-4884-01A	72 years, female, white, stage:iii, alive, 1759 days	24.2
TCGA-CJ-4881-01A	41 years, male, white, stage:iii, alive, 2014 days	24.0
TCGA-CJ-6031-01A	54 years, male, white, stage:i, alive, 1906 days	23.9
TCGA-B0-5077-01A	77 years, male, white, stage:i, dead, 1317 days	23.8
TCGA-BP-5189-01A	60 years, male, white, stage:i, dead, 822 days	23.7
TCGA-BP-4795-01A	74 years, female, white, stage:i, alive, 620 days	23.7
TCGA-BP-4161-01A	74 years, male, white, stage:i, alive, 2746 days	23.6
TCGA-A3-3320-01A	52 years, female, white, stage:i, alive, 1508 days	23.5
TCGA-CZ-5470-01A	72 years, female, stage:ii, alive, 386 days	23.5
TCGA-CJ-4900-01A	69 years, female, white, stage:iv, dead, 1714 days	23.4
TCGA-CW-5581-01A	44 years, male, white, stage:i, alive, 2799 days	23.2
TCGA-B0-4718-01A	57 years, male, white, stage:iii, alive, 1778 days	23.2
TCGA-A3-3373-01A	54 years, female, white, stage:i, alive, 1621 days	23.1
TCGA-CJ-4907-01A	58 years, male, white, stage:iii, alive, 1499 days	22.9
TCGA-BP-5169-01A	70 years, male, white, stage:i, alive, 193 days	22.9
TCGA-BP-4981-01A	75 years, female, white, stage:iii, dead, 1097 days	22.9
TCGA-BP-4968-01A	40 years, male, white, stage:i, alive, 1746 days	22.9
TCGA-A3-3326-01A	47 years, male, white, stage:i, alive, 1137 days	22.8
TCGA-CJ-5680-01A	65 years, female, white, stage:iv, dead, 768 days	22.7
TCGA-BP-4987-01A	41 years, female, asian, stage:i, alive, 1124 days	22.7
TCGA-CJ-4636-01A	51 years, male, white, stage:iii, alive, 1924 days	22.3
TCGA-CZ-4853-01A	82 years, male, white, stage:i, alive, 774 days	22.3
TCGA-BP-4972-01A	43 years, female, white, stage:iii, alive, 1502 days	22.0
TCGA-B0-4846-01A	52 years, male, white, stage:iv, dead, 1200 days	21.9
TCGA-CW-6090-01A	68 years, male, white, stage:i, alive, 2552 days	21.5
TCGA-BP-5201-01A	63 years, male, white, stage:iv, alive, 951 days	21.5
TCGA-B0-5084-01A	33 years, male, white, stage:iv, dead, 222 days	21.4
TCGA-BP-4771-01A	62 years, male, white, stage:iv, dead, 162 days	21.0
TCGA-B0-5706-01A	45 years, male, white, stage:ii, alive, 3205 days	21.0
TCGA-CJ-5671-01A	51 years, male, white, stage:i, alive, 3987 days	20.9
TCGA-A3-3385-01A	46 years, female, white, stage:i, alive, 1993 days	20.8
TCGA-A3-3372-01A	64 years, male, white, stage:iii, alive, 735 days	20.6
TCGA-AK-3425-01A	68 years, male, white, stage:i, alive, 3343 days	20.6
TCGA-B8-4620-01A	70 years, female, white, stage:iii, alive, 777 days	20.5
TCGA-AK-3443-01A	45 years, male, white, stage:ii, alive, 1423 days	20.5
TCGA-BP-4760-01A	69 years, male, black or african american, stage:i, alive, 2361 days	20.5
TCGA-CJ-4887-01A	48 years, male, white, stage:iv, dead, 932 days	20.4
TCGA-A3-3343-01A	79 years, male, white, stage:ii, alive, 945 days	20.3
TCGA-G6-A8L7-01A	81 years, female, black or african american, stage:i, alive, 2133 days	20.2
TCGA-B2-4101-01A	52 years, male, white, stage:ii, alive, 648 days	20.1
TCGA-B0-5104-01A	90 years, female, white, stage:i, dead, 2752 days	20.0
TCGA-CZ-5452-01A	69 years, male, white, stage:ii, alive, 1789 days	19.9
TCGA-B0-5710-01A	57 years, male, white, stage:i, alive, 2430 days	19.9
TCGA-B0-4814-01A	58 years, male, white, stage:iv, dead, 168 days	19.9
TCGA-A3-3316-01A	57 years, male, white, stage:ii, alive, 1493 days	19.7
TCGA-BP-5200-01A	44 years, male, white, stage:ii, alive, 1063 days	19.6
TCGA-B0-5092-01A	53 years, female, white, stage:iv, dead, 459 days	19.6
TCGA-AK-3433-01A	48 years, female, white, stage:ii, alive, 3409 days	19.0
TCGA-CJ-5672-01A	84 years, male, white, stage:i, dead, 2190 days	18.7
TCGA-BP-4163-01A	60 years, female, white, stage:iii, alive, 2839 days	18.6
TCGA-CJ-5677-01A	54 years, female, white, stage:iv, dead, 782 days	18.5
TCGA-B8-4148-01A	63 years, female, white, stage:i, alive, 1520 days	18.3
TCGA-B2-5633-01B	56 years, male, white, stage:i, alive, 963 days	18.3
TCGA-CZ-4862-01A	46 years, male, white, stage:i, alive, 3271 days	18.2
TCGA-EU-5905-01A	67 years, female, white, stage:i, alive, 119 days	18.0
TCGA-CZ-4864-01A	86 years, male, white, stage:ii, dead, 2830 days	17.8
TCGA-CZ-5465-01A	76 years, female, stage:iii, dead, 2564 days	17.7
TCGA-BP-4998-01A	49 years, male, asian, stage:i, alive, 932 days	17.6
TCGA-BP-4995-01A	68 years, male, white, stage:i, alive, 1371 days	17.3
TCGA-B0-4706-01A	61 years, male, white, stage:iii, dead, 65 days	17.3
TCGA-BP-4803-01A	79 years, male, white, stage:iii, alive, 204 days	17.2
TCGA-BP-4176-01A	64 years, male, white, stage:i, alive, 1955 days	17.2
TCGA-BP-4807-01A	42 years, male, white, stage:i, alive, 211 days	17.1
TCGA-A3-3306-01A	67 years, male, white, stage:i, alive, 1120 days	17.0
TCGA-CJ-4912-01A	61 years, male, white, stage:ii, alive, 1657 days	16.8
TCGA-DV-A4VX-01A	59 years, male, black or african american, stage:iv, dead, 1626 days	16.8
TCGA-DV-A4VZ-01A	53 years, male, black or african american, stage:i, alive, 365 days	16.7
TCGA-B0-4694-01A	72 years, male, white, stage:iii, dead, 106 days	16.6
TCGA-DV-5575-01A	52 years, female, white, stage:i, alive, 1729 days	16.6
TCGA-BP-5009-01A	52 years, male, white, stage:i, dead, 1092 days	16.4
TCGA-BP-5190-01A	61 years, male, white, stage:i, alive, 1011 days	16.4
TCGA-B0-4848-01A	54 years, male, white, stage:iii, dead, 883 days	16.3
TCGA-CZ-5984-01A	51 years, male, white, stage:i, alive, 2067 days	16.2
TCGA-BP-4963-01A	64 years, male, white, stage:i, alive, 1834 days	16.1
TCGA-BP-4164-01A	51 years, female, white, stage:iii, dead, 992 days	16.1
TCGA-B8-5159-01A	61 years, female, white, stage:i, alive, 722 days	15.9
TCGA-6D-AA2E-01A	68 years, female, black or african american, stage:i, alive, 362 days	15.8
TCGA-CJ-4869-01A	49 years, male, white, stage:iii, alive, 2554 days	15.7
TCGA-CJ-4882-01A	57 years, male, black or african american, stage:iii, alive, 1883 days	15.7
TCGA-CZ-4863-01A	51 years, female, white, stage:iii, alive, 1928 days	15.6
TCGA-CJ-4876-01A	57 years, male, white, stage:ii, alive, 1955 days	15.5
TCGA-B0-5097-01A	59 years, female, white, stage:iii, alive, 665 days	15.5
TCGA-B0-4819-01A	60 years, female, white, stage:iv, dead, 183 days	15.4
TCGA-BP-4166-01A	69 years, male, white, stage:iii, alive, 13 days	15.3
TCGA-CZ-5454-01A	63 years, male, white, stage:iv, dead, 722 days	15.3
TCGA-B2-5641-01A	79 years, male, white, stage:i, alive, 656 days	15.2
TCGA-B8-4146-01B	41 years, female, white, stage:i, alive, 511 days	15.0
TCGA-BP-4337-01A	76 years, female, white, stage:iii, dead, 2 days	14.7
TCGA-BP-4346-01A	57 years, male, white, stage:iii, dead, 1493 days	14.5
TCGA-B0-5703-01A	73 years, male, white, stage:i, alive, 2246 days	14.3
TCGA-CZ-4857-01A	56 years, male, white, stage:iv, dead, 1432 days	14.3
TCGA-BP-4959-01A	49 years, male, white, stage:i, alive, 2660 days	14.2
TCGA-BP-4970-01A	44 years, male, asian, stage:iii, alive, 433 days	14.1
TCGA-B0-5113-01A	69 years, female, white, stage:iii, alive, 1175 days	14.0
TCGA-B0-5095-01A	81 years, male, white, stage:iii, dead, 245 days	14.0
TCGA-B0-5080-01A	63 years, male, white, stage:iv, dead, 342 days	14.0
TCGA-B0-5709-01A	62 years, female, white, stage:iii, alive, 3974 days	13.7
TCGA-B0-4701-01A	66 years, female, white, stage:iv, dead, 238 days	13.5
TCGA-B4-5377-01A	68 years, female, white, stage:iv, alive, 365 days	13.3
TCGA-B2-5639-01A	46 years, male, white, stage:iv, dead, 1003 days	13.3
TCGA-A3-3367-01A	72 years, male, white, stage:i, alive, 2270 days	13.2
TCGA-B8-A54E-01A	62 years, female, black or african american, stage:i, alive, 909 days	13.2
TCGA-CJ-5679-01A	73 years, male, white, stage:iii, dead, 679 days	13.1
TCGA-A3-3313-01A	59 years, male, black or african american, stage:i, dead, 735 days	13.1
TCGA-B2-5635-01A	74 years, male, white, stage:i, alive, 755 days	13.0
TCGA-BP-5008-01A	46 years, male, white, stage:i, alive, 1071 days	13.0
TCGA-CJ-4903-01A	50 years, male, white, stage:i, alive, 1559 days	13.0
TCGA-B0-4828-01A	79 years, male, white, stage:iv, dead, 307 days	12.9
TCGA-CZ-5469-01A	41 years, male, white, stage:ii, dead, 946 days	12.8
TCGA-B8-5158-01A	56 years, male, white, stage:iii, alive, 1218 days	12.7
TCGA-B0-4813-01A	68 years, male, white, stage:iii, dead, 18 days	12.7
TCGA-BP-5180-01A	53 years, male, white, stage:i, alive, 2263 days	12.7
TCGA-BP-4338-01A	43 years, male, white, stage:i, alive, 2859 days	12.5
TCGA-BP-4977-01A	57 years, male, white, stage:i, alive, 454 days	12.4
TCGA-BP-4967-01A	76 years, male, white, stage:iii, alive, 205 days	12.3
TCGA-CZ-5985-01A	58 years, male, white, stage:ii, alive, 1997 days	12.2
TCGA-CZ-4861-01A	63 years, male, white, stage:ii, dead, 446 days	12.2
TCGA-BP-4790-01A	76 years, male, white, stage:i, dead, 1111 days	12.1
TCGA-BP-4797-01A	34 years, male, white, stage:iii, alive, 1107 days	12.0
TCGA-B0-4844-01A	60 years, male, white, stage:iv, dead, 313 days	12.0
TCGA-CJ-6027-01A	77 years, male, white, stage:i, dead, 3615 days	11.9
TCGA-CZ-4866-01A	79 years, female, white, stage:i, alive, 3267 days	11.9
TCGA-CZ-5466-01A	67 years, male, stage:iii, alive, 685 days	11.9
TCGA-BP-5182-01A	56 years, male, white, stage:i, alive, 1165 days	11.8
TCGA-BP-4994-01A	54 years, male, white, stage:i, alive, 1308 days	11.7
TCGA-A3-3351-01A	42 years, male, white, stage:ii, alive, 910 days	11.6
TCGA-A3-3322-01A	51 years, male, white, stage:i, alive, 1478 days	11.3
TCGA-BP-4787-01A	59 years, female, white, stage:iv, dead, 480 days	11.3
TCGA-B0-5701-01A	65 years, male, white, stage:iii, alive, 2461 days	11.0
TCGA-CJ-4890-01A	72 years, male, white, stage:iv, alive, 3519 days	10.9
TCGA-B0-4843-01A	57 years, male, white, stage:iii, dead, 320 days	10.8
TCGA-B8-A54G-01A	50 years, male, black or african american, stage:i, alive, 53 days	10.8
TCGA-CJ-5681-01A	44 years, female, white, stage:iv, dead, 552 days	10.7
TCGA-B8-4143-01A	66 years, female, white, stage:iv, dead, 709 days	10.6
TCGA-BP-4962-01A	58 years, male, white, stage:ii, alive, 1785 days	10.5
TCGA-B8-5163-01A	63 years, female, white, stage:iii, alive, 822 days	10.3
TCGA-A3-3324-01A	51 years, male, white, stage:i, alive, 1186 days	10.3
TCGA-AK-3426-01A	37 years, male, white, stage:iii, dead, 885 days	10.2
TCGA-BP-5175-01A	60 years, male, white, stage:i, alive, 932 days	10.2
TCGA-BP-4343-01A	64 years, male, white, stage:iii, dead, 1912 days	10.1
TCGA-A3-3311-01A	58 years, male, stage:i, dead, 1191 days	10.1
TCGA-B0-4703-01A	51 years, male, white, stage:iv, dead, 182 days	10.0
TCGA-BP-4756-01A	63 years, female, asian, stage:i, alive, 374 days	9.9
TCGA-CJ-4888-01A	59 years, male, white, stage:iv, dead, 1567 days	9.9
TCGA-CJ-4635-01A	48 years, male, white, stage:i, alive, 1416 days	9.8
TCGA-BP-4960-01A	46 years, male, white, stage:ii, alive, 2172 days	9.8
TCGA-A3-3317-01A	67 years, male, stage:ii, alive, 1491 days	9.8
TCGA-B4-5835-01A	64 years, female, white, stage:i, alive, 16 days	9.8
TCGA-BP-4174-01A	49 years, male, white, stage:ii, alive, 1879 days	9.8
TCGA-B0-4842-01A	74 years, female, white, stage:iii, dead, 1724 days	9.7
TCGA-BP-5004-01A	53 years, male, white, stage:i, alive, 1126 days	9.6
TCGA-AS-3777-01A	63 years, male, white, stage:i, alive, 1238 days	9.5
TCGA-CJ-4901-01A	47 years, male, white, stage:iii, alive, 1450 days	9.5
TCGA-BP-4167-01A	60 years, male, white, stage:iii, alive, 2718 days	9.5
TCGA-CJ-6028-01A	58 years, male, white, stage:iv, dead, 1625 days	9.2
TCGA-B0-5083-01A	63 years, male, white, stage:i, dead, 1045 days	9.2
TCGA-B0-4836-01A	61 years, male, white, stage:iv, dead, 1238 days	9.1
TCGA-BP-4334-01A	56 years, male, white, stage:iii, dead, 645 days	9.0
TCGA-B0-5697-01A	50 years, male, white, stage:i, alive, 2630 days	8.8
TCGA-B0-4821-01A	68 years, female, asian, stage:iii, dead, 1230 days	8.7
TCGA-CJ-4641-01A	55 years, female, white, stage:iv, dead, 1661 days	8.6
TCGA-A3-3328-01A	79 years, male, white, stage:i, alive, 1385 days	8.6
TCGA-B0-5400-01A	59 years, female, white, stage:iii, alive, 1733 days	8.6
TCGA-CW-6097-01A	32 years, male, white, stage:iii, dead, 571 days	8.4
TCGA-AK-3440-01A	58 years, male, white, stage:i, alive, 2865 days	8.4
TCGA-BP-4973-01A	47 years, male, white, stage:iii, alive, 1384 days	8.4
TCGA-CJ-4891-01A	57 years, female, white, stage:iii, dead, 819 days	8.3
TCGA-CJ-4637-01A	52 years, female, white, stage:iv, dead, 2227 days	8.3
TCGA-BP-4989-01A	58 years, male, white, stage:iii, alive, 118 days	8.3
TCGA-B8-5546-01A	38 years, female, black or african american, stage:i, alive, 505 days	8.3
TCGA-BP-4992-01A	66 years, male, white, stage:i, alive, 501 days	8.1
TCGA-B2-3923-01A	59 years, male, white, stage:ii, alive, 992 days	7.8
TCGA-B0-4691-01A	55 years, male, white, stage:iv, dead, 139 days	7.7
TCGA-BP-4971-01A	40 years, male, white, stage:iii, alive, 1487 days	7.7
TCGA-B0-4817-01A	81 years, male, white, stage:iii, dead, 1019 days	7.7
TCGA-B0-5075-01A	77 years, female, white, stage:iii, dead, 637 days	7.6
TCGA-B0-5081-01A	80 years, female, white, stage:iii, dead, 362 days	7.6
TCGA-B0-5109-01A	69 years, male, white, stage:iii, dead, 587 days	7.5
TCGA-B0-5096-01A	72 years, female, white, stage:iii, dead, 68 days	7.4
TCGA-BP-4354-01A	41 years, male, white, stage:iv, dead, 1034 days	7.1
TCGA-BP-5198-01A	72 years, male, white, stage:iii, alive, 603 days	7.1
TCGA-CZ-4854-01A	68 years, male, white, stage:i, dead, 1404 days	7.0
TCGA-CZ-5456-01A	57 years, male, white, stage:ii, alive, 2422 days	6.9
TCGA-EU-5907-01A	81 years, male, white, stage:iii, alive, 127 days	6.9
TCGA-CJ-4873-01A	85 years, female, white, stage:iii, alive, 2259 days	6.8
TCGA-CZ-5463-01A	76 years, male, white, stage:ii, alive, 662 days	6.6
TCGA-A3-3347-01A	76 years, female, white, stage:iii, dead, 1610 days	6.6
TCGA-BP-4329-01A	75 years, male, white, stage:iii, dead, 845 days	6.3
TCGA-CJ-4638-01A	46 years, female, white, stage:iv, dead, 431 days	6.3
TCGA-B0-5108-01A	54 years, male, white, stage:iii, alive, 1782 days	6.2
TCGA-B8-5550-01A	71 years, male, white, stage:iii, alive, 1476 days	6.0
TCGA-B0-4712-01A	76 years, male, white, stage:iv, dead, 1337 days	6.0
TCGA-B0-4713-01A	76 years, female, white, stage:iii, dead, 202 days	5.9
TCGA-B0-5107-01A	65 years, female, white, stage:iv, dead, 927 days	5.8
TCGA-B8-5551-01A	65 years, female, black or african american, stage:i, alive, 16 days	5.7
TCGA-BP-4342-01A	79 years, male, white, stage:ii, dead, 2256 days	5.7
TCGA-A3-3335-01A	41 years, male, white, stage:ii, alive, 1886 days	5.5
TCGA-B0-4827-01A	77 years, female, white, stage:iii, dead, 885 days	5.4
TCGA-B0-5117-01A	40 years, male, white, stage:i, alive, 1608 days	5.2
TCGA-B0-4698-01A	75 years, male, white, stage:iv, dead, 42 days	5.0
TCGA-BP-4798-01A	74 years, male, white, dead, 334 days	4.9
TCGA-B8-5164-01A	65 years, male, white, stage:iii, alive, 26 days	4.7
TCGA-AK-3456-01A	48 years, male, black or african american, stage:ii, alive, 1143 days	4.7
TCGA-B0-4688-01A	46 years, male, white, stage:iv, dead, 101 days	4.6
TCGA-A3-3378-01A	60 years, male, white, stage:i, alive, 630 days	4.5
TCGA-A3-3319-01A	70 years, male, white, stage:i, alive, 1130 days	4.5
TCGA-B4-5832-01A	65 years, male, white, stage:iii, alive, 155 days	4.5
TCGA-A3-3363-01A	50 years, male, asian, stage:ii, alive, 319 days	4.5
TCGA-AK-3465-01A	71 years, female, black or african american, stage:i, alive, 369 days	4.5
TCGA-B4-5838-01A	52 years, male, white, alive, 166 days	4.5
TCGA-BP-4985-01A	72 years, male, white, stage:iii, dead, 952 days	4.3
TCGA-B0-5094-01A	62 years, male, white, stage:iv, dead, 333 days	4.3
TCGA-B0-4690-01A	65 years, male, white, stage:iv, dead, 43 days	4.0
TCGA-B0-4696-01A	58 years, male, white, stage:iii, dead, 866 days	4.0
TCGA-AK-3445-01A	69 years, male, white, stage:iii, alive, 2392 days	3.9
TCGA-BP-4173-01A	47 years, male, white, stage:ii, alive, 1893 days	3.7
TCGA-BP-4768-01A	72 years, female, white, stage:i, alive, 400 days	3.7
TCGA-A3-3346-01A	68 years, male, white, stage:i, dead, 137 days	3.6
TCGA-B8-4621-01A	63 years, male, black or african american, stage:i, alive, 788 days	3.3
TCGA-CW-5591-01A	56 years, male, white, stage:iv, alive, 2271 days	3.1
TCGA-CZ-4858-01A	39 years, male, white, stage:ii, dead, 2105 days	3.0
TCGA-B0-4699-01A	74 years, male, white, stage:iv, dead, 110 days	2.9
TCGA-BP-4770-01A	73 years, female, white, stage:iv, dead, 329 days	2.7
TCGA-BP-4326-01A	53 years, female, white, stage:i, dead, 1625 days	2.7
TCGA-BP-4761-01A	57 years, male, white, stage:iii, alive, 182 days	2.7
TCGA-A3-3374-01A	51 years, female, black or african american, stage:i, alive, 1314 days	2.5
TCGA-B0-5098-01A	53 years, female, black or african american, stage:i, dead, 1584 days	2.4
TCGA-CW-6087-01A	61 years, male, white, stage:iv, dead, 41 days	2.0
TCGA-T7-A92I-01A	47 years, female, black or african american, stage:i, alive, 356 days	1.9
TCGA-CZ-5462-01A	83 years, male, white, stage:iv, dead, 311 days	1.9
TCGA-CZ-4860-01A	60 years, male, white, stage:iv, dead, 206 days	1.8
TCGA-B0-4707-01A	63 years, male, white, stage:iii, dead, 600 days	1.6
TCGA-B2-4098-01A	72 years, female, black or african american, stage:i, dead, 51 days	1.6
TCGA-B0-5707-01A	39 years, female, white, stage:i, alive, 3744 days	1.3
TCGA-BP-4983-01A	67 years, female, asian, stage:iii, alive, 1413 days	1.3
TCGA-BP-4352-01A	74 years, female, white, stage:iv, dead, 344 days	1.0
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