Expression of FTL 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

FTL is prognostic, high expression is unfavorable in renal cancer

Stage:

Survival analysis

Current cut offⁱ:
Best expression cut offⁱ: 2269.4
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

4421.4

Number of samples

877

Samples

Sample	Description	FPKM
TCGA-AL-A5DJ-01A	55 years, female, white, stage:iii, dead, 1498 days	39453.7
TCGA-Y8-A8S1-01A	61 years, male, white, stage:i, alive, 404 days	35364.2
TCGA-2K-A9WE-01A	53 years, male, white, stage:ii, alive, 214 days	34043.2
TCGA-4A-A93Y-01A	63 years, female, black or african american, stage:ii, alive, 352 days	31839.3
TCGA-B1-A656-01A	64 years, male, white, stage:i, alive, 618 days	26274.0
TCGA-IA-A83T-01A	80 years, male, white, dead, 2684 days	26200.9
TCGA-B1-5398-01A	73 years, male, white, stage:iii, alive, 1251 days	23857.2
TCGA-KV-A6GD-01A	85 years, male, white, stage:i, alive, 560 days	23467.9
TCGA-IZ-A6M8-01A	69 years, male, black or african american, stage:i, alive, 497 days	21977.2
TCGA-2Z-A9J5-01A	80 years, male, white, stage:ii, alive, 3050 days	21584.4
TCGA-A4-A48D-01A	85 years, male, black or african american, stage:i, alive, 379 days	21190.2
TCGA-GL-A4EM-01A	62 years, male, white, stage:i, alive, 32 days	20762.6
TCGA-IA-A83V-01A	63 years, male, white, stage:i, dead, 2941 days	20739.2
TCGA-BQ-5881-01A	69 years, male, white, stage:i, alive, 1454 days	19859.8
TCGA-A4-A5Y0-01A	61 years, female, white, stage:i, alive, 252 days	19748.7
TCGA-F9-A97G-01A	79 years, male, asian, stage:iii, alive, 13 days	18669.7
TCGA-B8-A54E-01A	62 years, female, black or african american, stage:i, alive, 909 days	17697.1
TCGA-5P-A9KC-01A	51 years, female, white, alive, 377 days	17402.7
TCGA-BQ-7059-01A	71 years, male, white, stage:i, alive, 232 days	16710.3
TCGA-CJ-4891-01A	57 years, female, white, stage:iii, dead, 819 days	16693.9
TCGA-J7-8537-01A	37 years, female, asian, stage:iii, dead, 321 days	16401.9
TCGA-P4-A5E6-01A	67 years, male, black or african american, stage:iii, alive, 3035 days	16359.5
TCGA-2Z-A9J2-01A	71 years, female, white, stage:i, alive, 1795 days	16098.7
TCGA-4A-A93X-01A	58 years, male, white, stage:iv, alive, 390 days	15909.1
TCGA-GL-A9DD-01A	69 years, male, white, stage:i, alive, 341 days	15802.4
TCGA-A4-A57E-01A	59 years, male, white, stage:iv, dead, 258 days	15640.5
TCGA-Y8-A898-01A	69 years, male, white, stage:i, alive, 475 days	15491.4
TCGA-DW-7838-01A	66 years, male, white, stage:i, alive, 744 days	15388.1
TCGA-IA-A83S-01A	81 years, male, white, dead, 2609 days	15013.3
TCGA-P4-AAVO-01A	69 years, male, white, stage:i, alive, 2400 days	14746.1
TCGA-UZ-A9PM-01A	62 years, male, white, stage:ii, alive, 3811 days	14641.5
TCGA-DZ-6132-01A	69 years, male, stage:i, alive, 2460 days	14537.7
TCGA-5P-A9JW-01A	64 years, male, white, alive, 3241 days	14513.9
TCGA-BQ-5879-01A	32 years, female, white, stage:iii, dead, 697 days	14384.6
TCGA-HE-A5NF-01A	58 years, male, stage:i, alive, 2582 days	13923.1
TCGA-KO-8405-01A	29 years, male, white, stage:iii, alive, 3056 days	13783.0
TCGA-BQ-5887-01A	54 years, male, white, stage:iii, alive, 771 days	13315.4
TCGA-V9-A7HT-01A	67 years, male, black or african american, stage:ii, alive, 965 days	13314.4
TCGA-A4-8518-01A	48 years, male, white, stage:i, alive, 600 days	13097.3
TCGA-2Z-A9JT-01A	71 years, male, white, stage:i, alive, 684 days	13043.9
TCGA-CZ-5454-01A	63 years, male, white, stage:iv, dead, 722 days	12923.4
TCGA-B9-A8YI-01A	79 years, male, black or african american, stage:i, alive, 374 days	12867.9
TCGA-5P-A9K3-01A	59 years, male, white, dead, 471 days	12819.1
TCGA-BQ-5876-01A	75 years, male, white, stage:i, alive, 586 days	12706.0
TCGA-B4-5835-01A	64 years, female, white, stage:i, alive, 16 days	12703.5
TCGA-BQ-5880-01A	79 years, male, white, stage:iii, dead, 1314 days	12194.5
TCGA-P4-A5EB-01A	83 years, male, white, stage:i, alive, 3015 days	12130.6
TCGA-CJ-4890-01A	72 years, male, white, stage:iv, alive, 3519 days	11888.7
TCGA-BQ-7044-01A	73 years, male, white, stage:iii, alive, 3760 days	11781.7
TCGA-BP-5182-01A	56 years, male, white, stage:i, alive, 1165 days	11700.3
TCGA-A3-3374-01A	51 years, female, black or african american, stage:i, alive, 1314 days	11544.8
TCGA-B0-4694-01A	72 years, male, white, stage:iii, dead, 106 days	11544.1
TCGA-P4-AAVM-01A	69 years, male, white, stage:i, alive, 1539 days	11486.7
TCGA-BP-4167-01A	60 years, male, white, stage:iii, alive, 2718 days	11445.0
TCGA-B9-A44B-01A	70 years, male, black or african american, stage:iii, alive, 361 days	11103.4
TCGA-B1-A47O-01A	54 years, female, white, stage:i, alive, 842 days	11028.4
TCGA-AL-3473-01A	55 years, male, white, stage:ii, alive, 1906 days	11007.9
TCGA-B0-5075-01A	77 years, female, white, stage:iii, dead, 637 days	10875.0
TCGA-5P-A9KE-01A	70 years, male, white, alive, 824 days	10837.1
TCGA-A3-3346-01A	68 years, male, white, stage:i, dead, 137 days	10811.9
TCGA-AK-3425-01A	68 years, male, white, stage:i, alive, 3343 days	10656.4
TCGA-AK-3426-01A	37 years, male, white, stage:iii, dead, 885 days	10545.1
TCGA-P4-A5E8-01A	57 years, male, white, stage:iii, dead, 1306 days	10534.6
TCGA-2Z-A9JP-01A	63 years, male, white, stage:i, alive, 893 days	10485.0
TCGA-B9-A5W8-01A	50 years, male, black or african american, stage:ii, alive, 524 days	10441.2
TCGA-B2-4098-01A	72 years, female, black or african american, stage:i, dead, 51 days	10383.4
TCGA-HE-A5NK-01A	82 years, male, alive, 2228 days	10113.2
TCGA-Y8-A8RZ-01A	55 years, male, white, stage:i, alive, 112 days	10071.7
TCGA-CJ-6031-01A	54 years, male, white, stage:i, alive, 1906 days	9907.6
TCGA-AK-3451-01A	48 years, male, white, stage:ii, alive, 2868 days	9878.5
TCGA-CZ-5466-01A	67 years, male, stage:iii, alive, 685 days	9877.4
TCGA-UZ-A9PO-01A	80 years, male, white, stage:i, alive, 1911 days	9865.5
TCGA-A4-7585-01A	67 years, male, white, stage:iii, dead, 1070 days	9759.4
TCGA-B8-5162-01A	63 years, male, white, stage:ii, alive, 36 days	9756.9
TCGA-BP-4801-01A	57 years, male, white, stage:i, alive, 1124 days	9567.9
TCGA-2Z-A9J8-01A	50 years, male, white, stage:i, alive, 2790 days	9492.9
TCGA-BQ-7046-01A	61 years, male, white, stage:i, alive, 2948 days	9421.8
TCGA-CZ-4860-01A	60 years, male, white, stage:iv, dead, 206 days	9374.4
TCGA-A4-7286-01A	42 years, male, white, alive, 554 days	9373.2
TCGA-B0-5088-01A	53 years, male, white, stage:i, dead, 563 days	9324.1
TCGA-CJ-5671-01A	51 years, male, white, stage:i, alive, 3987 days	9193.8
TCGA-BQ-5893-01A	61 years, male, white, stage:iv, dead, 241 days	9193.5
TCGA-2Z-A9JO-01A	56 years, female, black or african american, stage:i, alive, 949 days	9147.8
TCGA-GL-A59T-01A	46 years, male, white, stage:i, alive, 546 days	9080.6
TCGA-KO-8404-01A	78 years, male, white, stage:iv, dead, 325 days	9049.0
TCGA-G7-7501-01A	55 years, female, black or african american, stage:iii, dead, 624 days	9038.2
TCGA-SX-A7SP-01A	66 years, female, white, stage:i, dead, 496 days	8938.6
TCGA-WN-A9G9-01A	male, white, stage:i, alive, 791 days	8728.2
TCGA-AL-3466-01A	41 years, male, white, stage:iv, dead, 293 days	8581.2
TCGA-BQ-5886-01A	75 years, male, white, stage:iii, alive, 792 days	8493.7
TCGA-Q2-A5QZ-01A	61 years, female, black or african american, stage:iii, alive, 428 days	8452.0
TCGA-DZ-6134-01A	69 years, male, white, stage:i, alive, 1856 days	8428.5
TCGA-BQ-5890-01A	69 years, male, white, stage:iii, alive, 233 days	8358.8
TCGA-B0-5400-01A	59 years, female, white, stage:iii, alive, 1733 days	8199.6
TCGA-BQ-7058-01A	81 years, male, white, stage:iii, dead, 343 days	8081.0
TCGA-WN-AB4C-01A	female, white, stage:i, alive, 1188 days	8053.5
TCGA-BQ-7062-01A	64 years, male, black or african american, stage:i, alive, 116 days	7988.4
TCGA-BQ-5878-01A	79 years, female, white, stage:iii, alive, 1938 days	7932.2
TCGA-B9-4115-01A	53 years, male, black or african american, stage:i, alive, 803 days	7837.7
TCGA-CZ-5469-01A	41 years, male, white, stage:ii, dead, 946 days	7812.5
TCGA-CW-6090-01A	68 years, male, white, stage:i, alive, 2552 days	7800.6
TCGA-Y8-A897-01A	68 years, female, white, stage:i, alive, 549 days	7677.0
TCGA-BP-5178-01A	71 years, male, white, stage:iv, dead, 1912 days	7647.2
TCGA-CJ-5678-01A	62 years, male, black or african american, stage:iv, dead, 574 days	7616.9
TCGA-BP-4338-01A	43 years, male, white, stage:i, alive, 2859 days	7563.6
TCGA-BP-4343-01A	64 years, male, white, stage:iii, dead, 1912 days	7556.4
TCGA-BQ-5884-01A	59 years, female, black or african american, stage:i, alive, 792 days	7544.4
TCGA-BP-5198-01A	72 years, male, white, stage:iii, alive, 603 days	7492.4
TCGA-B0-5083-01A	63 years, male, white, stage:i, dead, 1045 days	7434.1
TCGA-B1-A657-01A	54 years, male, white, stage:i, alive, 641 days	7429.7
TCGA-DV-A4VX-01A	59 years, male, black or african american, stage:iv, dead, 1626 days	7410.7
TCGA-B9-5156-01A	51 years, male, white, alive, 1338 days	7368.1
TCGA-G7-6790-01A	57 years, male, white, stage:i, alive, 1575 days	7367.5
TCGA-B0-5098-01A	53 years, female, black or african american, stage:i, dead, 1584 days	7291.9
TCGA-CJ-4873-01A	85 years, female, white, stage:iii, alive, 2259 days	7252.3
TCGA-B3-8121-01A	48 years, female, black or african american, stage:i, alive, 379 days	7189.6
TCGA-B0-4842-01A	74 years, female, white, stage:iii, dead, 1724 days	7130.3
TCGA-B0-4700-01A	60 years, male, white, stage:iv, dead, 1980 days	7111.7
TCGA-B0-4823-01A	88 years, male, white, stage:i, dead, 454 days	7111.6
TCGA-GL-7966-01A	28 years, female, white, stage:iii, alive, 112 days	7093.5
TCGA-B8-5551-01A	65 years, female, black or african american, stage:i, alive, 16 days	7075.0
TCGA-BP-4176-01A	64 years, male, white, stage:i, alive, 1955 days	7074.6
TCGA-A4-A6HP-01A	66 years, male, white, stage:i, alive, 379 days	7072.3
TCGA-BP-4983-01A	67 years, female, asian, stage:iii, alive, 1413 days	7062.1
TCGA-G7-6793-01A	60 years, female, white, stage:iv, dead, 336 days	6964.9
TCGA-BP-4972-01A	43 years, female, white, stage:iii, alive, 1502 days	6813.8
TCGA-CJ-5677-01A	54 years, female, white, stage:iv, dead, 782 days	6789.4
TCGA-A4-A5XZ-01A	65 years, female, white, stage:ii, alive, 479 days	6720.0
TCGA-IZ-A6M9-01A	63 years, male, white, stage:i, alive, 376 days	6719.5
TCGA-CZ-5456-01A	57 years, male, white, stage:ii, alive, 2422 days	6715.1
TCGA-5P-A9JU-01A	81 years, male, white, stage:iii, alive, 373 days	6695.3
TCGA-CJ-4881-01A	41 years, male, white, stage:iii, alive, 2014 days	6656.9
TCGA-B0-4821-01A	68 years, female, asian, stage:iii, dead, 1230 days	6654.5
TCGA-DW-7963-01B	43 years, male, black or african american, stage:i, alive, 1240 days	6648.3
TCGA-CJ-4636-01A	51 years, male, white, stage:iii, alive, 1924 days	6645.5
TCGA-CJ-6030-01A	66 years, male, white, stage:i, dead, 2299 days	6617.1
TCGA-5P-A9K6-01A	64 years, male, white, alive, 1914 days	6594.8
TCGA-MH-A855-01A	52 years, female, black or african american, stage:ii, alive, 369 days	6557.4
TCGA-BP-4777-01A	46 years, male, white, stage:i, alive, 1731 days	6524.4
TCGA-BP-4345-01A	62 years, male, white, stage:iii, alive, 1516 days	6509.1
TCGA-BQ-7051-01A	74 years, male, white, stage:ii, alive, 1533 days	6468.1
TCGA-AK-3447-01A	84 years, male, white, stage:ii, alive, 1217 days	6464.8
TCGA-CJ-6027-01A	77 years, male, white, stage:i, dead, 3615 days	6461.4
TCGA-2Z-A9JR-01A	57 years, male, white, stage:i, alive, 161 days	6446.0
TCGA-DV-5574-01A	37 years, male, white, stage:i, alive, 2016 days	6431.5
TCGA-AK-3436-01A	40 years, male, white, stage:iv, alive, 3331 days	6408.3
TCGA-BP-4352-01A	74 years, female, white, stage:iv, dead, 344 days	6399.1
TCGA-J7-6720-01A	42 years, male, asian, stage:i, alive, 388 days	6384.2
TCGA-BP-4761-01A	57 years, male, white, stage:iii, alive, 182 days	6372.5
TCGA-GL-A9DE-01A	74 years, male, black or african american, stage:i, alive, 496 days	6353.9
TCGA-G7-7502-01A	83 years, male, white, stage:i, alive, 786 days	6341.8
TCGA-BP-4807-01A	42 years, male, white, stage:i, alive, 211 days	6262.8
TCGA-P4-A5ED-01A	51 years, male, white, stage:i, alive, 2816 days	6256.6
TCGA-BP-4799-01A	70 years, male, white, stage:iii, dead, 1133 days	6250.1
TCGA-CZ-5985-01A	58 years, male, white, stage:ii, alive, 1997 days	6220.4
TCGA-BP-4770-01A	73 years, female, white, stage:iv, dead, 329 days	6219.4
TCGA-CJ-5686-01A	59 years, female, white, stage:i, alive, 2038 days	6213.8
TCGA-SX-A71U-01A	57 years, male, white, stage:i, alive, 1357 days	6189.3
TCGA-CZ-5468-01A	84 years, male, white, stage:iv, dead, 59 days	6155.1
TCGA-BP-4959-01A	49 years, male, white, stage:i, alive, 2660 days	6113.1
TCGA-B0-4819-01A	60 years, female, white, stage:iv, dead, 183 days	6094.5
TCGA-BP-4962-01A	58 years, male, white, stage:ii, alive, 1785 days	6085.8
TCGA-B0-4712-01A	76 years, male, white, stage:iv, dead, 1337 days	6082.0
TCGA-BQ-5882-01A	54 years, male, stage:iii, dead, 658 days	6079.9
TCGA-BQ-7061-01A	84 years, female, white, stage:i, alive, 218 days	6078.4
TCGA-BP-5199-01A	58 years, male, white, stage:ii, alive, 1355 days	6076.7
TCGA-HE-A5NL-01A	51 years, male, stage:i, alive, 767 days	6069.4
TCGA-B0-4822-01A	78 years, male, white, stage:ii, dead, 1111 days	6067.3
TCGA-PJ-A5Z8-01A	60 years, female, white, stage:i, alive, 600 days	6038.4
TCGA-DW-7834-01A	53 years, male, white, stage:i, alive, 3950 days	6031.8
TCGA-MH-A560-01A	62 years, male, white, stage:i, alive, 924 days	6023.5
TCGA-BP-5169-01A	70 years, male, white, stage:i, alive, 193 days	5978.9
TCGA-P4-AAVK-01A	74 years, male, white, stage:iii, alive, 1590 days	5972.7
TCGA-BQ-7045-01A	78 years, male, black or african american, stage:i, dead, 1468 days	5887.6
TCGA-2Z-A9J6-01A	61 years, male, white, stage:i, alive, 1731 days	5870.8
TCGA-AK-3456-01A	48 years, male, black or african american, stage:ii, alive, 1143 days	5867.5
TCGA-MH-A562-01A	57 years, male, black or african american, stage:i, alive, 616 days	5865.6
TCGA-BP-4989-01A	58 years, male, white, stage:iii, alive, 118 days	5854.9
TCGA-B1-A655-01A	77 years, female, white, stage:i, alive, 510 days	5854.6
TCGA-B0-4815-01A	65 years, male, white, stage:iii, dead, 1588 days	5853.9
TCGA-Y8-A8RY-01A	63 years, male, white, stage:i, alive, 769 days	5852.3
TCGA-BP-5191-01A	80 years, male, white, stage:iii, alive, 967 days	5838.5
TCGA-5P-A9K9-01A	59 years, female, white, dead, 589 days	5822.7
TCGA-BQ-5885-01A	63 years, male, white, stage:iii, alive, 921 days	5805.4
TCGA-B1-7332-01A	61 years, female, black or african american, stage:ii, alive, 1141 days	5787.1
TCGA-B1-A47M-01A	79 years, male, black or african american, stage:iii, alive, 659 days	5776.4
TCGA-BP-4985-01A	72 years, male, white, stage:iii, dead, 952 days	5769.5
TCGA-CJ-4888-01A	59 years, male, white, stage:iv, dead, 1567 days	5757.6
TCGA-5P-A9JZ-01A	51 years, female, white, alive, 2744 days	5709.9
TCGA-UZ-A9PK-01A	71 years, male, white, stage:i, alive, 3571 days	5680.6
TCGA-KV-A74V-01A	40 years, male, white, stage:i, alive, 347 days	5655.4
TCGA-B0-4837-01A	63 years, male, white, stage:i, dead, 1378 days	5642.7
TCGA-BP-4782-01A	55 years, female, white, stage:i, alive, 354 days	5642.6
TCGA-MM-A563-01A	41 years, male, black or african american, alive, 591 days	5536.4
TCGA-2Z-A9JM-01A	28 years, male, white, stage:i, alive, 934 days	5527.3
TCGA-BQ-5875-01A	66 years, female, white, stage:iii, alive, 2639 days	5521.0
TCGA-CJ-6028-01A	58 years, male, white, stage:iv, dead, 1625 days	5499.8
TCGA-CZ-5470-01A	72 years, female, stage:ii, alive, 386 days	5479.8
TCGA-5P-A9KF-01A	53 years, male, white, alive, 845 days	5406.1
TCGA-2Z-A9J1-01A	71 years, male, white, stage:i, alive, 2298 days	5394.9
TCGA-BP-5170-01A	55 years, male, white, stage:i, alive, 2412 days	5355.7
TCGA-AK-3427-01A	65 years, male, white, stage:i, alive, 3583 days	5344.6
TCGA-A4-A5Y1-01A	75 years, male, white, stage:iii, dead, 395 days	5318.4
TCGA-B0-5702-01A	71 years, male, white, stage:i, alive, 2172 days	5274.9
TCGA-CJ-5689-01A	90 years, male, white, stage:i, dead, 1620 days	5253.1
TCGA-SX-A71V-01A	80 years, male, white, stage:i, alive, 876 days	5252.6
TCGA-G6-A8L7-01A	81 years, female, black or african american, stage:i, alive, 2133 days	5250.0
TCGA-CZ-5457-01A	62 years, male, white, stage:iii, alive, 2754 days	5237.6
TCGA-F9-A8NY-01A	38 years, female, asian, stage:iv, alive, 36 days	5209.7
TCGA-B8-A54G-01A	50 years, male, black or african american, stage:i, alive, 53 days	5191.3
TCGA-B9-A8YH-01A	52 years, male, black or african american, stage:i, alive, 532 days	5166.3
TCGA-BP-5180-01A	53 years, male, white, stage:i, alive, 2263 days	5161.9
TCGA-B8-4621-01A	63 years, male, black or african american, stage:i, alive, 788 days	5149.5
TCGA-G6-A5PC-01A	54 years, female, black or african american, stage:iv, dead, 242 days	5139.0
TCGA-B0-4707-01A	63 years, male, white, stage:iii, dead, 600 days	5128.1
TCGA-BQ-5889-01A	63 years, male, white, stage:iv, dead, 329 days	5097.5
TCGA-CJ-4900-01A	69 years, female, white, stage:iv, dead, 1714 days	5087.5
TCGA-IA-A40U-01A	56 years, male, white, stage:iii, alive, 511 days	5078.7
TCGA-B0-4827-01A	77 years, female, white, stage:iii, dead, 885 days	5056.4
TCGA-A3-3358-01A	57 years, female, white, stage:i, alive, 1307 days	5048.3
TCGA-HE-A5NI-01A	73 years, male, stage:i, alive, 360 days	5047.9
TCGA-AL-7173-01A	72 years, female, white, stage:iv, alive, 2060 days	5043.9
TCGA-BQ-7050-01A	53 years, female, white, stage:i, alive, 1864 days	5002.5
TCGA-CJ-5672-01A	84 years, male, white, stage:i, dead, 2190 days	4948.0
TCGA-B0-5108-01A	54 years, male, white, stage:iii, alive, 1782 days	4945.8
TCGA-CW-5589-01A	52 years, male, white, stage:i, alive, 2378 days	4892.0
TCGA-CJ-4868-01A	42 years, male, white, stage:iv, dead, 646 days	4876.5
TCGA-CZ-4861-01A	63 years, male, white, stage:ii, dead, 446 days	4873.5
TCGA-BP-5174-01A	45 years, female, white, stage:i, alive, 2257 days	4865.8
TCGA-CW-5588-01A	78 years, female, white, stage:i, alive, 2017 days	4853.7
TCGA-B0-5700-01A	77 years, male, white, stage:i, alive, 1790 days	4843.8
TCGA-B2-4099-01A	83 years, male, white, stage:i, alive, 972 days	4834.6
TCGA-A3-3383-01A	52 years, male, white, stage:i, alive, 861 days	4777.4
TCGA-5P-A9K8-01A	51 years, female, white, alive, 1309 days	4767.6
TCGA-P4-A5EA-01A	54 years, female, white, stage:iii, dead, 201 days	4766.4
TCGA-CJ-4884-01A	72 years, female, white, stage:iii, alive, 1759 days	4764.3
TCGA-UZ-A9Q1-01A	88 years, female, white, stage:i, alive, 1562 days	4741.0
TCGA-CZ-5452-01A	69 years, male, white, stage:ii, alive, 1789 days	4738.9
TCGA-BP-4781-01A	78 years, male, white, stage:i, alive, 2080 days	4736.1
TCGA-BP-4759-01A	50 years, male, white, stage:i, alive, 2372 days	4722.1
TCGA-BP-4174-01A	49 years, male, white, stage:ii, alive, 1879 days	4704.5
TCGA-2Z-A9JK-01A	50 years, male, white, stage:iii, alive, 1186 days	4703.3
TCGA-AK-3454-01A	84 years, male, white, stage:i, alive, 874 days	4697.6
TCGA-CJ-4895-01A	62 years, male, white, stage:iv, dead, 1200 days	4676.0
TCGA-A3-3363-01A	50 years, male, asian, stage:ii, alive, 319 days	4673.9
TCGA-B0-4817-01A	81 years, male, white, stage:iii, dead, 1019 days	4666.6
TCGA-CW-6087-01A	61 years, male, white, stage:iv, dead, 41 days	4657.1
TCGA-CJ-5679-01A	73 years, male, white, stage:iii, dead, 679 days	4652.3
TCGA-BQ-7060-01A	53 years, male, american indian or alaska native, stage:i, alive, 214 days	4638.4
TCGA-A4-7996-01A	61 years, female, white, stage:i, alive, 506 days	4635.9
TCGA-CZ-4854-01A	68 years, male, white, stage:i, dead, 1404 days	4608.7
TCGA-A4-8516-01A	62 years, male, white, stage:iii, alive, 23 days	4548.5
TCGA-BP-4768-01A	72 years, female, white, stage:i, alive, 400 days	4537.3
TCGA-KV-A6GE-01A	65 years, male, white, stage:i, alive, 885 days	4524.1
TCGA-B0-4691-01A	55 years, male, white, stage:iv, dead, 139 days	4516.1
TCGA-A3-3357-01A	62 years, male, white, stage:ii, alive, 2688 days	4509.8
TCGA-BP-4756-01A	63 years, female, asian, stage:i, alive, 374 days	4506.1
TCGA-BP-4161-01A	74 years, male, white, stage:i, alive, 2746 days	4502.6
TCGA-BP-4787-01A	59 years, female, white, stage:iv, dead, 480 days	4494.8
TCGA-CJ-4899-01A	42 years, male, asian, stage:i, alive, 1528 days	4477.3
TCGA-CJ-5675-01A	70 years, male, white, stage:ii, alive, 3936 days	4476.3
TCGA-B8-A54I-01A	48 years, male, black or african american, stage:i, alive, 150 days	4470.7
TCGA-CJ-4902-01A	61 years, male, white, stage:iii, alive, 1520 days	4457.2
TCGA-BP-4160-01A	67 years, male, white, stage:iii, alive, 2881 days	4446.6
TCGA-BP-4797-01A	34 years, male, white, stage:iii, alive, 1107 days	4437.9
TCGA-CW-6097-01A	32 years, male, white, stage:iii, dead, 571 days	4433.2
TCGA-CJ-4901-01A	47 years, male, white, stage:iii, alive, 1450 days	4356.1
TCGA-B0-4699-01A	74 years, male, white, stage:iv, dead, 110 days	4348.4
TCGA-B0-4690-01A	65 years, male, white, stage:iv, dead, 43 days	4329.0
TCGA-B0-4848-01A	54 years, male, white, stage:iii, dead, 883 days	4328.1
TCGA-B8-4154-01A	73 years, female, white, stage:i, alive, 1380 days	4312.5
TCGA-5P-A9K0-01A	75 years, male, white, alive, 677 days	4286.5
TCGA-BP-5175-01A	60 years, male, white, stage:i, alive, 932 days	4259.4
TCGA-CJ-4635-01A	48 years, male, white, stage:i, alive, 1416 days	4247.0
TCGA-CZ-5462-01A	83 years, male, white, stage:iv, dead, 311 days	4237.1
TCGA-SX-A7SR-01A	66 years, male, white, stage:ii, alive, 805 days	4230.1
TCGA-AS-3777-01A	63 years, male, white, stage:i, alive, 1238 days	4220.4
TCGA-B8-A8YJ-01A	60 years, female, black or african american, stage:i, alive, 431 days	4219.0
TCGA-B0-4810-01A	47 years, male, white, stage:iii, dead, 478 days	4213.9
TCGA-CW-5587-01A	62 years, female, white, stage:iii, alive, 2226 days	4213.6
TCGA-SX-A7SM-01A	60 years, male, black or african american, stage:iv, dead, 363 days	4212.9
TCGA-B0-5097-01A	59 years, female, white, stage:iii, alive, 665 days	4210.5
TCGA-B8-5552-01B	41 years, female, white, stage:i, alive, 1046 days	4208.2
TCGA-CZ-5459-01A	63 years, male, white, stage:iii, alive, 1683 days	4202.4
TCGA-B8-4143-01A	66 years, female, white, stage:iv, dead, 709 days	4202.3
TCGA-BP-4353-01A	61 years, male, white, stage:i, dead, 375 days	4197.7
TCGA-A3-A6NI-01A	47 years, male, black or african american, stage:i, alive, 1018 days	4184.5
TCGA-KO-8403-01A	49 years, male, white, stage:i, alive, 3208 days	4182.3
TCGA-6D-AA2E-01A	68 years, female, black or african american, stage:i, alive, 362 days	4152.9
TCGA-A4-8517-01A	71 years, male, white, stage:i, alive, 597 days	4150.8
TCGA-B8-5164-01A	65 years, male, white, stage:iii, alive, 26 days	4145.4
TCGA-B9-A5W7-01A	47 years, male, black or african american, stage:i, alive, 585 days	4143.7
TCGA-A4-7288-01A	71 years, female, white, alive, 1857 days	4137.7
TCGA-5P-A9K2-01A	62 years, male, white, alive, 2392 days	4117.6
TCGA-DV-5569-01A	29 years, female, white, stage:i, alive, 355 days	4115.5
TCGA-B0-5096-01A	72 years, female, white, stage:iii, dead, 68 days	4108.4
TCGA-BP-4762-01A	42 years, male, white, stage:i, dead, 1343 days	4101.0
TCGA-B2-3924-01A	73 years, male, white, stage:i, alive, 1092 days	4093.9
TCGA-KM-8639-01A	67 years, male, white, stage:i, alive, 953 days	4091.4
TCGA-BP-4163-01A	60 years, female, white, stage:iii, alive, 2839 days	4078.3
TCGA-KL-8329-01A	57 years, female, asian, stage:i, alive, 2752 days	4069.9
TCGA-CZ-4858-01A	39 years, male, white, stage:ii, dead, 2105 days	4039.3
TCGA-DV-5568-01A	26 years, male, white, stage:i, alive, 370 days	4031.9
TCGA-B9-A69E-01A	71 years, male, white, stage:iii, alive, 452 days	4028.0
TCGA-BP-4354-01A	41 years, male, white, stage:iv, dead, 1034 days	4020.1
TCGA-B0-5116-01A	53 years, male, white, stage:iii, alive, 1274 days	3965.0
TCGA-CJ-4640-01A	49 years, male, white, stage:iii, alive, 3480 days	3957.9
TCGA-BP-4798-01A	74 years, male, white, dead, 334 days	3946.9
TCGA-B8-5545-01A	42 years, male, black or african american, stage:i, alive, 1525 days	3931.5
TCGA-CJ-4642-01B	47 years, male, white, stage:ii, alive, 3205 days	3928.5
TCGA-A3-3382-01A	69 years, male, white, stage:i, alive, 574 days	3927.8
TCGA-G7-6796-01A	58 years, male, white, stage:i, alive, 2173 days	3911.3
TCGA-A3-A8OV-01A	75 years, male, black or african american, stage:i, alive, 340 days	3902.5
TCGA-CZ-5464-01A	69 years, male, white, stage:iv, alive, 2128 days	3901.4
TCGA-AK-3445-01A	69 years, male, white, stage:iii, alive, 2392 days	3867.6
TCGA-BP-4329-01A	75 years, male, white, stage:iii, dead, 845 days	3865.4
TCGA-BP-4971-01A	40 years, male, white, stage:iii, alive, 1487 days	3863.3
TCGA-KN-8426-01A	50 years, male, white, stage:iv, alive, 108 days	3859.9
TCGA-B9-4113-01A	64 years, male, black or african american, stage:i, dead, 1536 days	3854.1
TCGA-BP-4804-01A	59 years, male, white, stage:i, alive, 1459 days	3852.9
TCGA-BP-5183-01A	57 years, male, white, stage:iii, alive, 1291 days	3849.4
TCGA-MH-A561-01A	66 years, male, white, stage:i, alive, 841 days	3826.6
TCGA-B0-4697-01A	46 years, female, white, stage:iv, dead, 578 days	3812.3
TCGA-B2-5641-01A	79 years, male, white, stage:i, alive, 656 days	3805.7
TCGA-A3-3316-01A	57 years, male, white, stage:ii, alive, 1493 days	3804.9
TCGA-B0-5701-01A	65 years, male, white, stage:iii, alive, 2461 days	3802.1
TCGA-UZ-A9PS-01A	62 years, female, black or african american, stage:ii, alive, 2167 days	3796.5
TCGA-B0-5707-01A	39 years, female, white, stage:i, alive, 3744 days	3794.7
TCGA-B0-4710-01A	75 years, female, white, stage:iii, alive, 1755 days	3785.2
TCGA-B0-4698-01A	75 years, male, white, stage:iv, dead, 42 days	3781.4
TCGA-SX-A7SO-01A	64 years, male, white, stage:i, alive, 1257 days	3774.6
TCGA-DV-5573-01A	41 years, male, white, stage:i, alive, 1130 days	3773.5
TCGA-BP-4332-01A	36 years, male, white, stage:iii, alive, 1133 days	3764.3
TCGA-B0-5077-01A	77 years, male, white, stage:i, dead, 1317 days	3762.7
TCGA-A3-3378-01A	60 years, male, white, stage:i, alive, 630 days	3762.6
TCGA-G7-6795-01A	56 years, male, white, stage:i, alive, 1194 days	3760.7
TCGA-G6-A8L6-01A	55 years, male, black or african american, stage:iv, dead, 313 days	3748.8
TCGA-UZ-A9Q0-01A	60 years, male, white, stage:i, alive, 3368 days	3741.8
TCGA-CJ-4916-01A	69 years, female, white, stage:iii, alive, 1373 days	3737.7
TCGA-CJ-4869-01A	49 years, male, white, stage:iii, alive, 2554 days	3734.0
TCGA-BP-5184-01A	54 years, male, white, stage:i, alive, 1133 days	3722.5
TCGA-CJ-4644-01A	48 years, female, white, stage:iv, dead, 336 days	3707.5
TCGA-B0-4713-01A	76 years, female, white, stage:iii, dead, 202 days	3705.4
TCGA-MM-A84U-01A	58 years, female, black or african american, stage:i, alive, 700 days	3697.2
TCGA-BP-5173-01A	75 years, male, white, stage:i, dead, 62 days	3694.6
TCGA-AK-3458-01A	48 years, male, white, stage:i, alive, 1168 days	3690.5
TCGA-B0-4844-01A	60 years, male, white, stage:iv, dead, 313 days	3684.3
TCGA-CJ-4889-01A	63 years, female, white, stage:i, alive, 1946 days	3678.5
TCGA-IA-A83W-01A	70 years, male, white, stage:i, dead, 2043 days	3676.7
TCGA-CZ-4857-01A	56 years, male, white, stage:iv, dead, 1432 days	3671.7
TCGA-CW-5580-01A	73 years, female, white, stage:iv, dead, 1964 days	3669.9
TCGA-5P-A9JV-01A	49 years, male, white, alive, 2043 days	3645.7
TCGA-AK-3450-01A	85 years, female, white, stage:i, alive, 1779 days	3626.3
TCGA-CJ-5683-01A	78 years, male, white, stage:i, alive, 1889 days	3613.7
TCGA-CJ-4870-01A	58 years, female, black or african american, stage:iii, alive, 1498 days	3613.1
TCGA-IA-A40X-01A	49 years, female, black or african american, stage:i, alive, 608 days	3601.5
TCGA-B0-5696-01A	70 years, male, white, stage:iii, alive, 2609 days	3589.6
TCGA-CZ-5455-01A	63 years, male, white, stage:iv, dead, 561 days	3585.4
TCGA-CZ-5460-01A	55 years, male, white, stage:iv, alive, 2873 days	3579.6
TCGA-2Z-A9JI-01A	38 years, male, white, stage:iii, alive, 1567 days	3575.7
TCGA-CJ-4641-01A	55 years, female, white, stage:iv, dead, 1661 days	3572.4
TCGA-BP-4166-01A	69 years, male, white, stage:iii, alive, 13 days	3547.4
TCGA-B0-5102-01A	74 years, female, white, stage:i, dead, 2764 days	3537.0
TCGA-B0-4701-01A	66 years, female, white, stage:iv, dead, 238 days	3536.3
TCGA-BP-4331-01A	52 years, male, white, stage:i, dead, 2454 days	3530.8
TCGA-BP-4963-01A	64 years, male, white, stage:i, alive, 1834 days	3529.8
TCGA-B2-5639-01A	46 years, male, white, stage:iv, dead, 1003 days	3524.4
TCGA-CZ-4866-01A	79 years, female, white, stage:i, alive, 3267 days	3511.5
TCGA-BP-5194-01A	39 years, male, white, stage:i, alive, 408 days	3500.8
TCGA-CJ-4638-01A	46 years, female, white, stage:iv, dead, 431 days	3494.9
TCGA-B8-A54D-01A	69 years, male, black or african american, stage:iii, alive, 830 days	3489.0
TCGA-BP-5190-01A	61 years, male, white, stage:i, alive, 1011 days	3487.3
TCGA-BP-4977-01A	57 years, male, white, stage:i, alive, 454 days	3484.8
TCGA-CJ-4637-01A	52 years, female, white, stage:iv, dead, 2227 days	3484.7
TCGA-CJ-5676-01A	47 years, male, white, stage:iii, alive, 4067 days	3467.6
TCGA-B0-5084-01A	33 years, male, white, stage:iv, dead, 222 days	3463.1
TCGA-EU-5907-01A	81 years, male, white, stage:iii, alive, 127 days	3460.6
TCGA-BP-5008-01A	46 years, male, white, stage:i, alive, 1071 days	3451.2
TCGA-BP-4968-01A	40 years, male, white, stage:i, alive, 1746 days	3430.4
TCGA-BQ-5892-01A	51 years, male, white, stage:i, alive, 364 days	3428.7
TCGA-A3-3335-01A	41 years, male, white, stage:ii, alive, 1886 days	3428.5
TCGA-B8-5549-01A	53 years, male, white, stage:i, alive, 194 days	3427.0
TCGA-A4-8310-01A	58 years, male, white, stage:iii, alive, 780 days	3424.5
TCGA-F9-A7VF-01A	75 years, female, white, stage:i, alive, 73 days	3419.5
TCGA-B0-5399-01A	46 years, male, white, stage:i, alive, 1411 days	3411.4
TCGA-B0-5692-01A	66 years, female, white, stage:iii, alive, 3944 days	3401.4
TCGA-DW-7840-01A	60 years, male, black or african american, stage:i, alive, 114 days	3396.2
TCGA-KN-8427-01A	54 years, male, white, stage:iv, alive, 30 days	3389.2
TCGA-BP-4766-01A	43 years, female, white, stage:i, alive, 1462 days	3383.1
TCGA-CJ-5681-01A	44 years, female, white, stage:iv, dead, 552 days	3382.2
TCGA-CZ-5451-01A	74 years, male, white, stage:ii, alive, 1929 days	3377.3
TCGA-A3-A6NJ-01A	57 years, female, black or african american, stage:i, alive, 468 days	3375.3
TCGA-5P-A9JY-01A	79 years, male, white, dead, 1508 days	3368.4
TCGA-A3-3343-01A	79 years, male, white, stage:ii, alive, 945 days	3360.5
TCGA-B0-5120-01A	72 years, female, white, stage:i, alive, 1169 days	3352.9
TCGA-B0-4696-01A	58 years, male, white, stage:iii, dead, 866 days	3351.3
TCGA-CJ-4912-01A	61 years, male, white, stage:ii, alive, 1657 days	3349.6
TCGA-B3-4103-01A	56 years, male, white, stage:i, alive, 930 days	3311.5
TCGA-KL-8338-01A	51 years, male, white, stage:iii, alive, 2633 days	3303.6
TCGA-AK-3455-01A	71 years, female, white, stage:iii, dead, 683 days	3300.7
TCGA-BQ-7048-01A	64 years, male, white, stage:iii, alive, 2839 days	3291.5
TCGA-B0-5107-01A	65 years, female, white, stage:iv, dead, 927 days	3289.9
TCGA-GL-A9DC-01A	66 years, female, white, stage:i, alive, 392 days	3288.9
TCGA-BP-4771-01A	62 years, male, white, stage:iv, dead, 162 days	3287.5
TCGA-IZ-8195-01A	82 years, male, white, stage:ii, alive, 677 days	3287.4
TCGA-2Z-A9JL-01A	47 years, male, black or african american, stage:i, alive, 1006 days	3285.3
TCGA-CW-5590-01A	51 years, male, white, stage:iv, dead, 1075 days	3283.1
TCGA-2Z-A9JQ-01A	66 years, male, white, stage:i, alive, 778 days	3278.6
TCGA-A3-3311-01A	58 years, male, stage:i, dead, 1191 days	3276.8
TCGA-KN-8428-01A	71 years, male, white, stage:ii, dead, 1590 days	3271.2
TCGA-BQ-5891-01A	57 years, female, white, stage:iii, alive, 29 days	3268.9
TCGA-B8-5550-01A	71 years, male, white, stage:iii, alive, 1476 days	3264.2
TCGA-CZ-4856-01A	62 years, female, white, stage:i, alive, 18 days	3257.8
TCGA-KO-8416-01A	41 years, male, white, stage:iii, alive, 2752 days	3240.2
TCGA-DV-A4W0-01A	55 years, male, black or african american, stage:i, alive, 2470 days	3230.1
TCGA-AS-3778-01A	35 years, male, white, stage:i, alive, 43 days	3209.1
TCGA-BP-5196-01A	54 years, male, white, stage:i, alive, 1018 days	3202.3
TCGA-B3-3925-01A	52 years, male, white, stage:iii, alive, 1029 days	3201.9
TCGA-BP-4975-01A	40 years, male, white, stage:i, alive, 1433 days	3177.9
TCGA-BP-4173-01A	47 years, male, white, stage:ii, alive, 1893 days	3172.2
TCGA-MH-A854-01A	62 years, female, black or african american, stage:i, alive, 536 days	3166.7
TCGA-AK-3428-01A	62 years, male, white, stage:iii, alive, 3728 days	3163.5
TCGA-B8-A54F-01A	49 years, female, black or african american, stage:i, alive, 519 days	3161.1
TCGA-BP-5185-01A	56 years, male, white, stage:i, alive, 1132 days	3157.5
TCGA-A3-3319-01A	70 years, male, white, stage:i, alive, 1130 days	3156.7
TCGA-CJ-4887-01A	48 years, male, white, stage:iv, dead, 932 days	3154.0
TCGA-MW-A4EC-01A	73 years, female, black or african american, stage:i, alive, 498 days	3148.7
TCGA-B9-4117-01A	48 years, female, black or african american, alive, 14 days	3146.3
TCGA-BP-4334-01A	56 years, male, white, stage:iii, dead, 645 days	3131.2
TCGA-A3-3347-01A	76 years, female, white, stage:iii, dead, 1610 days	3121.9
TCGA-CJ-5684-01A	61 years, male, white, stage:iii, alive, 2231 days	3120.8
TCGA-BP-4964-01A	55 years, female, white, stage:i, alive, 1862 days	3116.5
TCGA-CJ-6033-01A	54 years, female, white, stage:iv, dead, 224 days	3108.7
TCGA-B0-5697-01A	50 years, male, white, stage:i, alive, 2630 days	3094.7
TCGA-CJ-4872-01A	51 years, male, white, stage:i, alive, 326 days	3088.1
TCGA-BP-4967-01A	76 years, male, white, stage:iii, alive, 205 days	3085.7
TCGA-B0-5698-01A	77 years, male, black or african american, stage:i, alive, 3631 days	3083.9
TCGA-B0-5694-01A	71 years, male, white, stage:iii, dead, 480 days	3079.6
TCGA-BP-5187-01A	54 years, male, white, stage:i, alive, 406 days	3073.5
TCGA-BP-4960-01A	46 years, male, white, stage:ii, alive, 2172 days	3073.1
TCGA-B0-5081-01A	80 years, female, white, stage:iii, dead, 362 days	3062.5
TCGA-BP-5176-01A	78 years, female, white, stage:i, dead, 1590 days	3061.3
TCGA-BP-4342-01A	79 years, male, white, stage:ii, dead, 2256 days	3058.6
TCGA-BP-5168-01A	75 years, male, white, stage:i, dead, 1463 days	3052.9
TCGA-KN-8425-01A	53 years, male, white, stage:i, alive, 3179 days	3051.3
TCGA-BP-4758-01A	40 years, male, white, stage:i, alive, 2208 days	3049.1
TCGA-3Z-A93Z-01A	69 years, male, black or african american, stage:i, alive, 385 days	3049.0
TCGA-KL-8346-01A	62 years, male, white, stage:ii, alive, 1897 days	3048.7
TCGA-B8-4620-01A	70 years, female, white, stage:iii, alive, 777 days	3048.6
TCGA-B0-5712-01A	68 years, female, black or african american, stage:iv, alive, 2722 days	3047.7
TCGA-KM-8443-01A	58 years, male, white, stage:ii, alive, 1520 days	3039.0
TCGA-B8-4151-01A	51 years, female, white, stage:iii, alive, 1299 days	3025.5
TCGA-BP-4995-01A	68 years, male, white, stage:i, alive, 1371 days	3021.8
TCGA-UZ-A9PN-01A	54 years, male, white, stage:iii, dead, 1136 days	3017.8
TCGA-PJ-A5Z9-01A	80 years, female, white, stage:i, alive, 540 days	3017.6
TCGA-AK-3460-01A	58 years, male, white, stage:i, alive, 2508 days	3009.9
TCGA-B4-5838-01A	52 years, male, white, alive, 166 days	3009.8
TCGA-A3-3380-01A	54 years, male, stage:i, alive, 567 days	3003.9
TCGA-BP-4337-01A	76 years, female, white, stage:iii, dead, 2 days	2999.9
TCGA-IA-A40Y-01A	60 years, female, white, stage:iii, alive, 62 days	2996.7
TCGA-HE-A5NH-01A	62 years, male, stage:i, alive, 791 days	2983.3
TCGA-CZ-4865-01A	70 years, female, white, stage:i, dead, 166 days	2979.6
TCGA-KL-8331-01A	48 years, female, white, stage:ii, alive, 3010 days	2972.1
TCGA-BP-5202-01A	75 years, male, white, stage:iii, alive, 29 days	2967.8
TCGA-BP-4162-01A	65 years, female, white, stage:i, alive, 3074 days	2966.3
TCGA-P4-A5E7-01A	74 years, female, white, stage:i, alive, 2649 days	2960.9
TCGA-A3-3326-01A	47 years, male, white, stage:i, alive, 1137 days	2954.6
TCGA-CJ-4874-01A	73 years, female, white, stage:i, alive, 2283 days	2940.7
TCGA-KN-8434-01A	65 years, female, white, stage:ii, alive, 1797 days	2936.7
TCGA-BP-5009-01A	52 years, male, white, stage:i, dead, 1092 days	2926.7
TCGA-BP-4346-01A	57 years, male, white, stage:iii, dead, 1493 days	2920.9
TCGA-CZ-5987-01A	60 years, male, white, stage:iv, dead, 445 days	2918.4
TCGA-A3-3352-01A	male, white, stage:iii, dead, 561 days	2904.6
TCGA-B4-5843-01A	45 years, male, white, stage:i, alive, 11 days	2904.5
TCGA-CZ-5465-01A	76 years, female, stage:iii, dead, 2564 days	2901.0
TCGA-CJ-4875-01A	67 years, male, white, stage:iv, dead, 3554 days	2898.0
TCGA-BP-4159-01A	70 years, male, white, stage:i, dead, 2601 days	2890.4
TCGA-BP-5004-01A	53 years, male, white, stage:i, alive, 1126 days	2880.2
TCGA-G7-6789-01A	53 years, female, white, stage:iv, dead, 122 days	2878.1
TCGA-CZ-5984-01A	51 years, male, white, stage:i, alive, 2067 days	2871.0
TCGA-CJ-4897-01A	79 years, female, white, stage:iii, alive, 3341 days	2869.5
TCGA-B8-5158-01A	56 years, male, white, stage:iii, alive, 1218 days	2867.0
TCGA-B0-5094-01A	62 years, male, white, stage:iv, dead, 333 days	2865.3
TCGA-BP-4969-01A	63 years, female, white, stage:i, alive, 1794 days	2861.7
TCGA-A3-3324-01A	51 years, male, white, stage:i, alive, 1186 days	2859.7
TCGA-BP-5195-01A	75 years, male, white, stage:i, alive, 749 days	2857.6
TCGA-BQ-5894-01A	42 years, male, stage:iv, alive, 84 days	2853.5
TCGA-B0-5402-01A	64 years, male, white, stage:iv, alive, 1290 days	2853.4
TCGA-DV-5565-01A	59 years, male, white, stage:i, alive, 1329 days	2849.2
TCGA-B3-A6W5-01A	43 years, male, black or african american, stage:i, alive, 309 days	2843.0
TCGA-A3-3387-01A	49 years, male, white, stage:i, alive, 617 days	2839.3
TCGA-BP-5201-01A	63 years, male, white, stage:iv, alive, 951 days	2828.9
TCGA-SX-A7SN-01A	52 years, male, white, stage:i, alive, 578 days	2825.0
TCGA-DV-5575-01A	52 years, female, white, stage:i, alive, 1729 days	2823.3
TCGA-A4-8098-01A	73 years, male, black or african american, stage:i, alive, 896 days	2818.9
TCGA-CJ-4871-01A	63 years, male, white, stage:iv, alive, 2423 days	2815.8
TCGA-A3-3325-01A	52 years, male, white, stage:i, dead, 1170 days	2815.1
TCGA-DW-7837-01A	43 years, male, black or african american, stage:i, alive, 1142 days	2813.6
TCGA-B0-4836-01A	61 years, male, white, stage:iv, dead, 1238 days	2809.7
TCGA-DV-5566-01A	67 years, female, white, stage:i, alive, 1398 days	2809.1
TCGA-B0-4714-01A	81 years, male, white, stage:iv, dead, 99 days	2806.1
TCGA-DW-7841-01A	61 years, male, black or african american, stage:i, alive, 445 days	2802.2
TCGA-KL-8340-01A	34 years, male, white, stage:ii, alive, 2024 days	2798.8
TCGA-CJ-5682-01A	60 years, male, white, stage:iv, alive, 3736 days	2797.3
TCGA-BP-4994-01A	54 years, male, white, stage:i, alive, 1308 days	2792.3
TCGA-EU-5906-01A	55 years, male, white, stage:i, alive, 206 days	2787.2
TCGA-UZ-A9PX-01A	73 years, male, white, stage:i, alive, 1981 days	2781.7
TCGA-2Z-A9JE-01A	59 years, male, white, stage:i, alive, 1728 days	2771.7
TCGA-CJ-5680-01A	65 years, female, white, stage:iv, dead, 768 days	2771.4
TCGA-KO-8415-01A	44 years, female, white, stage:i, alive, 2939 days	2771.0
TCGA-KM-8476-01A	47 years, male, white, stage:i, alive, 3745 days	2770.9
TCGA-A3-3373-01A	54 years, female, white, stage:i, alive, 1621 days	2770.1
TCGA-A4-A5DU-01A	45 years, female, white, stage:i, alive, 496 days	2763.9
TCGA-B8-A7U6-01A	54 years, female, black or african american, stage:i, alive, 495 days	2754.9
TCGA-AK-3429-01A	54 years, female, white, stage:ii, alive, 3328 days	2746.9
TCGA-BP-4327-01A	75 years, female, white, stage:ii, dead, 109 days	2742.9
TCGA-BP-4170-01A	72 years, female, white, stage:i, dead, 2343 days	2734.8
TCGA-A3-3317-01A	67 years, male, stage:ii, alive, 1491 days	2731.5
TCGA-B0-4824-01A	49 years, female, white, stage:i, dead, 1657 days	2729.2
TCGA-CW-5591-01A	56 years, male, white, stage:iv, alive, 2271 days	2729.2
TCGA-P4-AAVL-01A	85 years, male, white, stage:iii, dead, 487 days	2726.3
TCGA-BQ-5877-01A	60 years, male, black or african american, stage:iv, dead, 270 days	2712.6
TCGA-BP-4790-01A	76 years, male, white, stage:i, dead, 1111 days	2709.0
TCGA-5P-A9KA-01A	61 years, male, white, alive, 395 days	2705.1
TCGA-B8-4622-01A	57 years, male, white, stage:iv, alive, 1525 days	2703.2
TCGA-KO-8408-01A	47 years, male, white, stage:iii, dead, 507 days	2701.9
TCGA-AK-3440-01A	58 years, male, white, stage:i, alive, 2865 days	2695.2
TCGA-KN-8421-01A	48 years, female, white, stage:ii, alive, 2674 days	2693.5
TCGA-BP-5181-01A	58 years, female, white, stage:i, alive, 1495 days	2693.2
TCGA-CJ-4903-01A	50 years, male, white, stage:i, alive, 1559 days	2684.1
TCGA-B0-5095-01A	81 years, male, white, stage:iii, dead, 245 days	2681.2
TCGA-KL-8330-01A	44 years, female, black or african american, stage:ii, alive, 3304 days	2674.3
TCGA-CJ-4918-01A	64 years, male, white, stage:iv, dead, 93 days	2667.9
TCGA-B0-4688-01A	46 years, male, white, stage:iv, dead, 101 days	2666.0
TCGA-BP-4976-01A	77 years, male, white, stage:i, alive, 1632 days	2661.4
TCGA-A3-3362-01A	60 years, female, white, stage:i, alive, 1559 days	2657.6
TCGA-BP-4803-01A	79 years, male, white, stage:iii, alive, 204 days	2645.0
TCGA-BP-4165-01A	64 years, female, white, stage:i, alive, 3037 days	2642.6
TCGA-B0-4839-01A	80 years, female, white, stage:i, dead, 1639 days	2637.7
TCGA-KO-8414-01A	50 years, female, white, stage:ii, alive, 3212 days	2634.3
TCGA-CJ-4892-01A	65 years, female, white, stage:i, alive, 1521 days	2631.0
TCGA-KL-8336-01A	51 years, female, white, stage:iv, dead, 920 days	2613.7
TCGA-BP-5186-01A	50 years, female, white, stage:i, alive, 693 days	2612.5
TCGA-BP-5189-01A	60 years, male, white, stage:i, dead, 822 days	2609.9
TCGA-B0-4841-01A	63 years, male, white, stage:iv, dead, 204 days	2590.4
TCGA-A4-8630-01A	59 years, female, white, stage:i, alive, 436 days	2584.7
TCGA-BP-5192-01A	59 years, male, white, stage:i, alive, 714 days	2575.9
TCGA-GL-A59R-01A	79 years, male, white, stage:iii, alive, 378 days	2575.0
TCGA-A3-3367-01A	72 years, male, white, stage:i, alive, 2270 days	2572.6
TCGA-B0-5699-01A	53 years, male, white, stage:i, alive, 3841 days	2565.7
TCGA-G7-A8LD-01A	71 years, male, white, stage:iii, dead, 514 days	2558.3
TCGA-B0-5080-01A	63 years, male, white, stage:iv, dead, 342 days	2557.4
TCGA-BP-5000-01A	40 years, male, white, stage:i, alive, 563 days	2545.2
TCGA-UZ-A9PU-01A	77 years, male, white, stage:i, dead, 933 days	2538.2
TCGA-B0-4706-01A	61 years, male, white, stage:iii, dead, 65 days	2536.6
TCGA-A4-7287-01A	75 years, female, white, stage:i, dead, 597 days	2526.8
TCGA-BP-5200-01A	44 years, male, white, stage:ii, alive, 1063 days	2522.1
TCGA-BP-4998-01A	49 years, male, asian, stage:i, alive, 932 days	2516.2
TCGA-B0-5709-01A	62 years, female, white, stage:iii, alive, 3974 days	2514.1
TCGA-B8-5553-01A	67 years, female, white, stage:i, alive, 435 days	2508.6
TCGA-CJ-4886-01A	43 years, female, white, stage:i, alive, 1952 days	2505.9
TCGA-CJ-4634-01A	60 years, female, white, stage:i, alive, 3498 days	2498.0
TCGA-B0-4816-01A	49 years, male, white, stage:ii, dead, 1371 days	2495.5
TCGA-2Z-A9JG-01A	64 years, male, white, stage:i, alive, 1662 days	2487.9
TCGA-BP-4349-01A	68 years, female, white, stage:i, alive, 372 days	2479.3
TCGA-KN-8433-01A	46 years, female, white, stage:iii, alive, 341 days	2477.2
TCGA-BQ-7055-01A	73 years, male, white, stage:i, alive, 799 days	2468.3
TCGA-SX-A71W-01A	66 years, male, white, stage:i, alive, 1076 days	2466.4
TCGA-B0-5092-01A	53 years, female, white, stage:iv, dead, 459 days	2460.6
TCGA-BP-4776-01A	52 years, male, white, stage:i, alive, 411 days	2459.0
TCGA-CZ-4863-01A	51 years, female, white, stage:iii, alive, 1928 days	2458.2
TCGA-CZ-5461-01A	52 years, male, white, stage:iv, dead, 330 days	2452.9
TCGA-KL-8332-01A	55 years, male, white, stage:i, alive, 2582 days	2451.4
TCGA-BP-4993-01A	58 years, male, white, stage:i, alive, 177 days	2449.8
TCGA-B8-5159-01A	61 years, female, white, stage:i, alive, 722 days	2445.4
TCGA-B0-4814-01A	58 years, male, white, stage:iv, dead, 168 days	2442.7
TCGA-B0-5705-01A	65 years, female, white, stage:i, alive, 4537 days	2442.4
TCGA-EU-5905-01A	67 years, female, white, stage:i, alive, 119 days	2428.9
TCGA-CZ-5988-01A	38 years, male, white, stage:i, alive, 693 days	2421.4
TCGA-B0-4828-01A	79 years, male, white, stage:iv, dead, 307 days	2417.1
TCGA-BP-4987-01A	41 years, female, asian, stage:i, alive, 1124 days	2416.0
TCGA-2Z-A9JD-01A	66 years, male, white, stage:i, alive, 1060 days	2415.6
TCGA-A3-3323-01A	53 years, male, white, stage:i, alive, 1106 days	2410.5
TCGA-AK-3434-01A	72 years, male, white, stage:i, alive, 2087 days	2407.9
TCGA-B0-4811-01A	48 years, male, white, stage:iii, dead, 1417 days	2406.4
TCGA-CJ-4920-01A	64 years, female, white, stage:i, dead, 139 days	2405.5
TCGA-GL-8500-01A	63 years, male, white, stage:i, alive, 841 days	2404.9
TCGA-CZ-4864-01A	86 years, male, white, stage:ii, dead, 2830 days	2403.8
TCGA-BP-5001-01A	43 years, female, white, stage:i, alive, 1177 days	2403.6
TCGA-A4-A4ZT-01A	71 years, female, white, stage:i, alive, 516 days	2402.2
TCGA-KL-8334-01A	37 years, female, white, stage:iii, alive, 2949 days	2402.1
TCGA-BP-4351-01A	51 years, female, white, stage:iii, alive, 970 days	2396.9
TCGA-BP-4169-01A	76 years, female, white, stage:ii, dead, 701 days	2391.5
TCGA-KL-8324-01A	67 years, female, white, stage:ii, alive, 4676 days	2386.3
TCGA-CZ-4853-01A	82 years, male, white, stage:i, alive, 774 days	2380.5
TCGA-B0-4693-01A	73 years, female, white, stage:iii, dead, 77 days	2368.4
TCGA-B0-5695-01A	61 years, female, white, stage:i, alive, 2150 days	2365.3
TCGA-B0-4847-01A	60 years, male, white, stage:iv, dead, 793 days	2361.0
TCGA-SX-A71R-01A	51 years, male, white, stage:i, alive, 1457 days	2356.5
TCGA-CZ-5463-01A	76 years, male, white, stage:ii, alive, 662 days	2350.9
TCGA-BP-4341-01A	67 years, male, white, stage:iii, dead, 1589 days	2339.8
TCGA-BP-4335-01A	65 years, female, white, stage:iv, dead, 475 days	2331.0
TCGA-A3-3308-01A	77 years, female, white, stage:iii, alive, 16 days	2330.6
TCGA-CJ-4882-01A	57 years, male, black or african american, stage:iii, alive, 1883 days	2322.6
TCGA-CJ-4907-01A	58 years, male, white, stage:iii, alive, 1499 days	2321.4
TCGA-CJ-4908-01A	38 years, male, white, stage:i, alive, 1531 days	2319.0
TCGA-CZ-4859-01A	59 years, female, white, stage:i, alive, 1787 days	2317.5
TCGA-B0-5109-01A	69 years, male, white, stage:iii, dead, 587 days	2317.1
TCGA-CW-5585-01A	51 years, male, white, stage:iv, alive, 2609 days	2315.0
TCGA-AL-3468-01A	74 years, male, white, stage:ii, dead, 2331 days	2301.0
TCGA-CW-5584-01A	74 years, male, white, stage:iii, dead, 164 days	2293.4
TCGA-BP-4355-01A	59 years, female, white, stage:iii, dead, 953 days	2291.1
TCGA-BP-4763-01A	79 years, female, white, stage:i, dead, 1270 days	2288.3
TCGA-Y8-A896-01A	62 years, male, white, stage:iii, alive, 567 days	2286.8
TCGA-AK-3453-01A	58 years, female, white, stage:ii, alive, 2531 days	2279.8
TCGA-B0-5085-01A	76 years, female, white, stage:iii, dead, 770 days	2272.4
TCGA-CJ-4885-01A	64 years, male, white, stage:iv, alive, 3451 days	2266.5
TCGA-AK-3465-01A	71 years, female, black or african american, stage:i, alive, 369 days	2262.2
TCGA-BP-4970-01A	44 years, male, asian, stage:iii, alive, 433 days	2255.9
TCGA-CJ-4904-01A	60 years, female, white, stage:iv, alive, 3302 days	2255.7
TCGA-BP-5006-01A	61 years, male, white, stage:i, alive, 840 days	2249.5
TCGA-BP-4981-01A	75 years, female, white, stage:iii, dead, 1097 days	2248.4
TCGA-CZ-5986-01A	61 years, male, white, stage:i, alive, 373 days	2246.1
TCGA-B0-5703-01A	73 years, male, white, stage:i, alive, 2246 days	2244.9
TCGA-A3-3365-01A	46 years, male, white, stage:i, alive, 873 days	2241.1
TCGA-AK-3431-01A	62 years, female, white, stage:ii, dead, 2241 days	2236.9
TCGA-AL-3472-01A	57 years, male, black or african american, alive, 2029 days	2228.0
TCGA-KM-8438-01A	45 years, female, white, stage:ii, alive, 4622 days	2223.2
TCGA-B2-4101-01A	52 years, male, white, stage:ii, alive, 648 days	2222.3
TCGA-CZ-5467-01A	86 years, female, white, stage:iii, dead, 73 days	2219.5
TCGA-CW-5581-01A	44 years, male, white, stage:i, alive, 2799 days	2217.5
TCGA-CZ-5453-01A	67 years, male, white, stage:ii, dead, 2419 days	2210.6
TCGA-BQ-5888-01A	74 years, female, white, stage:i, alive, 403 days	2208.5
TCGA-A3-A6NL-01A	49 years, female, black or african american, stage:i, alive, 689 days	2205.9
TCGA-B8-5165-01A	43 years, male, white, stage:i, alive, 737 days	2205.6
TCGA-B0-5711-01A	50 years, male, white, stage:iii, alive, 3989 days	2197.9
TCGA-KN-8424-01A	42 years, female, white, stage:i, alive, 1983 days	2191.6
TCGA-KO-8411-01A	58 years, male, white, stage:i, alive, 3958 days	2190.8
TCGA-A3-3306-01A	67 years, male, white, stage:i, alive, 1120 days	2190.0
TCGA-B8-A54J-01A	60 years, male, black or african american, stage:ii, alive, 528 days	2189.3
TCGA-B8-5163-01A	63 years, female, white, stage:iii, alive, 822 days	2182.3
TCGA-B8-4153-01B	74 years, male, white, stage:iii, alive, 762 days	2178.7
TCGA-CJ-4893-01A	76 years, female, white, stage:i, alive, 750 days	2176.7
TCGA-B0-5706-01A	45 years, male, white, stage:ii, alive, 3205 days	2169.4
TCGA-KM-8442-01A	38 years, male, stage:ii, alive, 1437 days	2164.3
TCGA-KN-8429-01A	38 years, female, white, stage:iii, alive, 2650 days	2162.6
TCGA-A3-3370-01A	48 years, female, white, stage:i, alive, 2274 days	2159.7
TCGA-A3-A6NN-01A	78 years, male, black or african american, stage:i, alive, 3 days	2158.0
TCGA-B0-4718-01A	57 years, male, white, stage:iii, alive, 1778 days	2155.7
TCGA-BP-5007-01A	46 years, male, white, stage:ii, alive, 1140 days	2155.0
TCGA-KL-8323-01A	57 years, female, white, stage:iii, dead, 1158 days	2152.5
TCGA-KO-8407-01A	42 years, male, white, stage:ii, alive, 2820 days	2150.4
TCGA-B0-5115-01A	43 years, male, white, stage:iv, alive, 1604 days	2139.7
TCGA-A3-3307-01A	66 years, male, stage:iii, alive, 1436 days	2139.4
TCGA-F9-A4JJ-01A	35 years, female, black or african american, stage:iii, dead, 325 days	2134.8
TCGA-BP-4965-01A	46 years, male, white, stage:i, alive, 1871 days	2132.1
TCGA-BP-5177-01A	46 years, female, white, stage:i, alive, 293 days	2132.0
TCGA-A3-3359-01A	82 years, female, white, stage:i, alive, 2504 days	2126.5
TCGA-KO-8406-01A	17 years, female, white, stage:i, alive, 3145 days	2123.8
TCGA-DZ-6135-01A	45 years, male, stage:i, alive, 2269 days	2113.3
TCGA-BP-4325-01A	64 years, female, white, stage:i, alive, 2964 days	2111.3
TCGA-5P-A9K4-01A	54 years, male, white, alive, 2184 days	2111.3
TCGA-A4-8312-01A	60 years, male, black or african american, stage:i, alive, 708 days	2104.6
TCGA-CZ-5458-01A	43 years, male, white, stage:iii, alive, 2789 days	2097.0
TCGA-A3-3322-01A	51 years, male, white, stage:i, alive, 1478 days	2095.0
TCGA-B0-5812-01A	53 years, male, white, stage:i, alive, 3834 days	2093.8
TCGA-KL-8344-01A	51 years, male, white, stage:iii, alive, 876 days	2089.8
TCGA-BP-5010-01A	63 years, male, white, stage:iii, dead, 878 days	2086.8
TCGA-B1-A654-01A	43 years, female, black or african american, stage:i, alive, 616 days	2077.3
TCGA-2Z-A9J7-01A	63 years, male, white, stage:iv, dead, 139 days	2076.5
TCGA-BP-4982-01A	42 years, male, white, stage:i, alive, 1014 days	2073.6
TCGA-SX-A7SS-01A	67 years, male, white, stage:i, alive, 1615 days	2064.1
TCGA-A4-7997-01A	67 years, male, white, stage:i, alive, 927 days	2063.3
TCGA-KN-8436-01A	63 years, male, white, stage:ii, alive, 1288 days	2059.8
TCGA-DW-5560-01A	38 years, female, white, stage:i, alive, 1486 days	2051.9
TCGA-CZ-4862-01A	46 years, male, white, stage:i, alive, 3271 days	2041.7
TCGA-KL-8342-01A	45 years, female, white, stage:ii, alive, 2248 days	2039.5
TCGA-B0-4833-01A	82 years, female, white, stage:i, dead, 2386 days	2036.7
TCGA-B0-5693-01A	47 years, female, white, stage:i, alive, 4074 days	2031.5
TCGA-BP-4158-01A	69 years, male, white, stage:i, alive, 3377 days	2029.4
TCGA-B4-5836-01A	61 years, female, white, stage:i, alive, 141 days	2028.7
TCGA-Y8-A895-01A	74 years, male, white, stage:i, alive, 484 days	2024.5
TCGA-UZ-A9PP-01A	60 years, male, white, stage:i, alive, 3010 days	2021.5
TCGA-KL-8339-01A	67 years, male, white, stage:iv, dead, 855 days	2017.8
TCGA-CJ-4894-01A	58 years, male, white, stage:iii, dead, 841 days	2014.0
TCGA-B0-5106-01A	64 years, male, white, stage:i, dead, 1598 days	2013.0
TCGA-BP-4774-01A	57 years, female, white, stage:i, alive, 1885 days	2013.0
TCGA-B2-5633-01B	56 years, male, white, stage:i, alive, 963 days	2005.6
TCGA-A3-3331-01A	86 years, female, white, stage:i, alive, 1485 days	1994.5
TCGA-BP-4330-01A	60 years, female, black or african american, stage:iii, alive, 1888 days	1993.4
TCGA-KN-8435-01A	59 years, male, white, stage:ii, alive, 3498 days	1987.8
TCGA-MM-A564-01A	68 years, male, black or african american, stage:ii, alive, 607 days	1983.5
TCGA-KO-8413-01A	46 years, male, white, stage:i, alive, 3038 days	1981.7
TCGA-KO-8417-01A	30 years, female, white, stage:i, alive, 2815 days	1978.5
TCGA-BP-4765-01A	43 years, male, white, stage:i, alive, 2184 days	1977.7
TCGA-BP-4986-01A	75 years, male, white, stage:i, alive, 785 days	1969.5
TCGA-DW-5561-01A	51 years, male, black or african american, stage:i, alive, 414 days	1967.3
TCGA-B0-5713-01A	75 years, female, white, stage:iii, alive, 2782 days	1956.7
TCGA-BQ-7056-01A	75 years, female, white, stage:iii, alive, 612 days	1955.6
TCGA-T7-A92I-01A	47 years, female, black or african american, stage:i, alive, 356 days	1945.3
TCGA-MH-A55Z-01A	65 years, male, black or african american, stage:i, alive, 845 days	1942.5
TCGA-KL-8328-01A	60 years, male, white, stage:ii, alive, 3127 days	1942.5
TCGA-B0-4703-01A	51 years, male, white, stage:iv, dead, 182 days	1939.9
TCGA-KM-8440-01A	37 years, male, black or african american, stage:iii, alive, 1366 days	1935.4
TCGA-B0-4843-01A	57 years, male, white, stage:iii, dead, 320 days	1923.2
TCGA-A3-3385-01A	46 years, female, white, stage:i, alive, 1993 days	1921.8
TCGA-A3-3349-01A	34 years, female, white, stage:i, alive, 1385 days	1920.8
TCGA-KL-8333-01A	69 years, male, white, stage:ii, alive, 2991 days	1920.5
TCGA-UZ-A9PZ-01A	65 years, male, white, stage:iii, alive, 657 days	1919.5
TCGA-B8-5546-01A	38 years, female, black or african american, stage:i, alive, 505 days	1918.7
TCGA-EU-5904-01A	47 years, female, white, stage:i, alive, 551 days	1913.4
TCGA-BP-4344-01A	75 years, female, white, stage:i, alive, 1666 days	1912.6
TCGA-B0-5119-01A	61 years, female, white, stage:i, alive, 1552 days	1911.9
TCGA-BP-4974-01A	58 years, male, white, stage:iv, dead, 211 days	1911.6
TCGA-B2-5635-01A	74 years, male, white, stage:i, alive, 755 days	1903.7
TCGA-HE-7130-01A	female, stage:iii, alive, 1770 days	1898.4
TCGA-B2-4102-01A	61 years, male, white, stage:i, alive, 952 days	1891.3
TCGA-B0-5121-01A	56 years, male, white, stage:i, alive, 1485 days	1886.2
TCGA-KN-8432-01A	86 years, female, white, stage:ii, alive, 76 days	1882.7
TCGA-5P-A9KH-01A	77 years, male, white, alive, 2051 days	1877.0
TCGA-B4-5377-01A	68 years, female, white, stage:iv, alive, 365 days	1876.7
TCGA-A3-A8OW-01A	37 years, male, black or african american, stage:iii, alive, 323 days	1867.1
TCGA-G7-A4TM-01A	41 years, male, black or african american, stage:i, alive, 768 days	1864.9
TCGA-B0-4852-01A	78 years, female, white, stage:ii, dead, 1121 days	1864.3
TCGA-A3-3351-01A	42 years, male, white, stage:ii, alive, 910 days	1864.0
TCGA-A3-3376-01A	51 years, male, black or african american, stage:i, dead, 1696 days	1861.3
TCGA-B0-5690-01A	53 years, female, white, stage:i, alive, 3392 days	1855.5
TCGA-BP-4973-01A	47 years, male, white, stage:iii, alive, 1384 days	1845.8
TCGA-B8-A54H-01A	69 years, female, black or african american, stage:ii, alive, 256 days	1845.7
TCGA-UZ-A9PQ-01A	59 years, male, black or african american, stage:iii, dead, 2624 days	1829.5
TCGA-CJ-4639-01A	49 years, female, white, stage:ii, alive, 3229 days	1827.6
TCGA-B0-5691-01A	66 years, female, white, stage:i, alive, 3431 days	1824.4
TCGA-CJ-6032-01A	63 years, female, white, stage:ii, alive, 3639 days	1819.3
TCGA-BP-4795-01A	74 years, female, white, stage:i, alive, 620 days	1818.6
TCGA-G6-A8L8-01A	62 years, female, black or african american, stage:i, dead, 1091 days	1815.4
TCGA-SX-A71S-01A	66 years, female, white, stage:i, alive, 1504 days	1805.2
TCGA-CJ-4876-01A	57 years, male, white, stage:ii, alive, 1955 days	1798.5
TCGA-BP-4961-01A	47 years, male, white, stage:i, alive, 1935 days	1797.0
TCGA-B0-4845-01A	70 years, male, white, stage:iv, dead, 1986 days	1797.0
TCGA-BP-4164-01A	51 years, female, white, stage:iii, dead, 992 days	1796.9
TCGA-B0-5113-01A	69 years, female, white, stage:iii, alive, 1175 days	1795.5
TCGA-MH-A55W-01A	50 years, male, black or african american, stage:i, alive, 1043 days	1785.9
TCGA-EV-5902-01A	58 years, male, white, stage:i, alive, 578 days	1772.3
TCGA-B0-4846-01A	52 years, male, white, stage:iv, dead, 1200 days	1763.9
TCGA-BQ-7053-01A	57 years, female, black or african american, stage:iii, alive, 1516 days	1756.7
TCGA-CJ-4905-01A	62 years, female, white, stage:i, alive, 1496 days	1756.0
TCGA-BP-4340-01A	70 years, female, white, stage:i, dead, 562 days	1749.0
TCGA-BP-4775-01A	55 years, female, white, stage:i, alive, 1843 days	1748.7
TCGA-B0-5117-01A	40 years, male, white, stage:i, alive, 1608 days	1743.5
TCGA-BQ-7049-01A	45 years, female, white, stage:i, dead, 1364 days	1738.0
TCGA-BP-4991-01A	54 years, male, white, stage:i, alive, 1413 days	1736.7
TCGA-B8-4148-01A	63 years, female, white, stage:i, alive, 1520 days	1726.4
TCGA-EV-5903-01A	57 years, male, white, stage:i, alive, 757 days	1723.9
TCGA-2Z-A9JS-01A	74 years, male, white, stage:i, dead, 492 days	1720.5
TCGA-BP-4760-01A	69 years, male, black or african american, stage:i, alive, 2361 days	1715.6
TCGA-BP-4789-01A	48 years, male, white, stage:i, alive, 1489 days	1711.1
TCGA-MH-A856-01A	54 years, male, white, stage:i, alive, 947 days	1704.9
TCGA-GL-7773-01A	63 years, male, white, stage:i, alive, 393 days	1698.0
TCGA-A4-7583-01A	60 years, male, black or african american, stage:i, alive, 3 days	1695.6
TCGA-CW-6093-01A	73 years, male, white, stage:i, alive, 3146 days	1677.7
TCGA-A4-7915-01A	35 years, female, black or african american, stage:ii, alive, 7 days	1674.5
TCGA-UZ-A9PR-01A	84 years, male, white, stage:i, alive, 2627 days	1674.0
TCGA-A3-3320-01A	52 years, female, white, stage:i, alive, 1508 days	1673.6
TCGA-CJ-4643-01A	67 years, female, white, stage:ii, alive, 1793 days	1668.4
TCGA-KN-8418-01A	41 years, female, white, stage:ii, alive, 3935 days	1654.6
TCGA-4A-A93W-01A	66 years, female, white, stage:i, alive, 4 days	1652.9
TCGA-B0-4813-01A	68 years, male, white, stage:iii, dead, 18 days	1641.4
TCGA-SX-A7SQ-01A	48 years, male, white, stage:i, alive, 1266 days	1638.8
TCGA-EV-5901-01A	47 years, female, white, stage:i, alive, 1040 days	1628.5
TCGA-KL-8343-01A	72 years, male, white, stage:iii, dead, 2172 days	1625.0
TCGA-B4-5834-01A	59 years, male, white, stage:i, alive, 26 days	1621.9
TCGA-A3-A8CQ-01A	59 years, female, black or african american, stage:i, alive, 3 days	1621.7
TCGA-B0-4818-01A	68 years, female, white, stage:ii, dead, 510 days	1613.0
TCGA-B2-A4SR-01A	62 years, male, black or african american, stage:ii, alive, 507 days	1611.9
TCGA-B2-5636-01A	79 years, male, white, stage:i, alive, 919 days	1594.5
TCGA-BP-4326-01A	53 years, female, white, stage:i, dead, 1625 days	1588.9
TCGA-A3-3329-01A	75 years, male, white, stage:i, alive, 1624 days	1587.8
TCGA-DZ-6133-01A	66 years, female, white, stage:i, dead, 1557 days	1587.7
TCGA-GK-A6C7-01A	77 years, female, black or african american, stage:i, alive, 61 days	1578.6
TCGA-AK-3461-01A	72 years, male, white, stage:i, alive, 2217 days	1575.1
TCGA-CW-5583-01A	51 years, female, white, stage:i, alive, 2489 days	1574.7
TCGA-UZ-A9PJ-01A	78 years, male, white, stage:i, dead, 797 days	1567.5
TCGA-B0-5099-01A	88 years, female, white, stage:iii, dead, 485 days	1562.3
TCGA-B9-4617-01A	41 years, male, black or african american, alive, 35 days	1555.9
TCGA-B8-4619-01A	58 years, male, white, stage:i, alive, 523 days	1553.3
TCGA-DV-5567-01A	40 years, female, black or african american, stage:i, alive, 2004 days	1549.1
TCGA-A3-3328-01A	79 years, male, white, stage:i, alive, 1385 days	1547.3
TCGA-KO-8409-01A	69 years, male, white, stage:ii, alive, 3180 days	1544.9
TCGA-A4-8515-01A	47 years, male, american indian or alaska native, stage:i, alive, 709 days	1544.2
TCGA-BP-4992-01A	66 years, male, white, stage:i, alive, 501 days	1541.1
TCGA-MH-A857-01A	63 years, male, black or african american, stage:i, alive, 890 days	1540.2
TCGA-B0-5104-01A	90 years, female, white, stage:i, dead, 2752 days	1535.3
TCGA-BP-4784-01A	67 years, female, white, stage:i, alive, 1854 days	1534.8
TCGA-KM-8441-01A	61 years, female, white, stage:i, alive, 876 days	1533.6
TCGA-UZ-A9PL-01A	59 years, male, white, stage:ii, alive, 3152 days	1531.4
TCGA-B0-4945-01A	75 years, female, white, stage:i, dead, 2145 days	1529.4
TCGA-G7-6792-01A	40 years, male, black or african american, stage:i, alive, 2765 days	1528.3
TCGA-GL-6846-01A	52 years, male, white, stage:iv, alive, 5925 days	1526.3
TCGA-B0-5100-01A	72 years, male, black or african american, stage:iii, dead, 1913 days	1524.9
TCGA-CW-6088-01A	60 years, male, white, stage:i, alive, 3222 days	1504.5
TCGA-SX-A7SU-01A	47 years, male, stage:i, alive, 1331 days	1495.3
TCGA-B0-5710-01A	57 years, male, white, stage:i, alive, 2430 days	1493.4
TCGA-AK-3443-01A	45 years, male, white, stage:ii, alive, 1423 days	1489.5
TCGA-O9-A75Z-01A	44 years, male, white, stage:i, alive, 471 days	1488.5
TCGA-B0-4849-01A	51 years, male, white, stage:iii, dead, 69 days	1453.7
TCGA-KM-8439-01A	30 years, male, white, stage:i, alive, 708 days	1442.6
TCGA-BP-4347-01A	74 years, male, white, stage:iii, alive, 1367 days	1439.0
TCGA-BP-4769-01A	63 years, male, white, stage:i, alive, 1876 days	1434.5
TCGA-B0-5110-01A	71 years, female, white, stage:i, alive, 2009 days	1434.0
TCGA-B0-4838-01A	69 years, female, white, stage:i, dead, 834 days	1432.1
TCGA-CJ-4878-01A	71 years, female, white, stage:iii, alive, 2186 days	1407.3
TCGA-A4-7732-01A	55 years, male, black or african american, alive, 582 days	1402.1
TCGA-B2-3923-01A	59 years, male, white, stage:ii, alive, 992 days	1401.2
TCGA-KN-8423-01A	44 years, male, white, stage:i, alive, 788 days	1391.3
TCGA-A4-7584-01A	59 years, male, black or african american, stage:i, alive, 650 days	1390.1
TCGA-KL-8325-01A	56 years, female, white, stage:ii, dead, 725 days	1387.5
TCGA-BQ-5883-01A	79 years, female, black or african american, stage:i, alive, 1242 days	1380.1
TCGA-AL-3471-01A	74 years, male, white, stage:i, dead, 1500 days	1374.0
TCGA-KL-8337-01A	26 years, male, black or african american, stage:ii, alive, 1364 days	1372.2
TCGA-B3-4104-01A	75 years, male, white, stage:ii, alive, 1049 days	1362.2
TCGA-B9-7268-01A	59 years, male, white, stage:ii, alive, 671 days	1361.4
TCGA-DW-7836-01A	55 years, male, white, stage:i, alive, 1093 days	1348.8
TCGA-KL-8335-01A	68 years, male, white, stage:iii, alive, 2815 days	1344.4
TCGA-B4-5844-01A	61 years, female, white, stage:ii, alive, 7 days	1337.0
TCGA-2Z-A9JJ-01A	69 years, female, white, stage:i, alive, 1213 days	1320.3
TCGA-KL-8345-01A	75 years, male, white, stage:iii, alive, 1665 days	1312.4
TCGA-AK-3433-01A	48 years, female, white, stage:ii, alive, 3409 days	1274.7
TCGA-BP-4999-01A	56 years, male, white, stage:i, alive, 1266 days	1251.6
TCGA-A3-3313-01A	59 years, male, black or african american, stage:i, dead, 735 days	1241.4
TCGA-B8-A54K-01A	61 years, male, black or african american, stage:i, alive, 469 days	1239.7
TCGA-G7-A8LC-01A	61 years, male, white, stage:i, alive, 702 days	1235.5
TCGA-KM-8477-01A	56 years, male, white, stage:i, alive, 1553 days	1223.1
TCGA-HE-7129-01A	male, stage:ii, alive, 2492 days	1192.1
TCGA-KO-8410-01A	74 years, female, white, stage:i, alive, 3136 days	1180.7
TCGA-UZ-A9PV-01A	65 years, male, white, stage:i, alive, 1444 days	1174.8
TCGA-B1-A47N-01A	62 years, male, white, stage:i, alive, 1110 days	1152.1
TCGA-2Z-A9J3-01A	67 years, male, white, stage:ii, dead, 1771 days	1151.1
TCGA-F9-A7Q0-01A	37 years, female, asian, stage:i, alive, 398 days	1135.3
TCGA-2Z-A9JN-01A	50 years, female, black or african american, stage:i, alive, 740 days	1127.7
TCGA-B9-A5W9-01A	40 years, male, white, stage:i, alive, 5 days	1127.0
TCGA-DV-5576-01A	55 years, female, black or african american, stage:i, dead, 727 days	1122.2
TCGA-A3-3372-01A	64 years, male, white, stage:iii, alive, 735 days	1116.4
TCGA-B8-4146-01B	41 years, female, white, stage:i, alive, 511 days	1113.3
TCGA-B9-4116-01A	75 years, female, black or african american, alive, 627 days	1110.4
TCGA-CZ-5982-01A	59 years, female, white, stage:i, alive, 2439 days	1096.3
TCGA-Y8-A8S0-01A	58 years, male, white, stage:i, alive, 183 days	1078.3
TCGA-B9-5155-01A	71 years, male, white, stage:iii, alive, 665 days	1076.9
TCGA-A4-7828-01A	74 years, female, black or african american, stage:i, alive, 238 days	1047.0
TCGA-B0-4834-01A	49 years, male, white, stage:i, dead, 2090 days	1024.9
TCGA-KL-8327-01A	46 years, female, white, stage:i, alive, 4169 days	1024.0
TCGA-KL-8326-01A	69 years, male, white, stage:iii, alive, 3322 days	1008.6
TCGA-B4-5378-01A	62 years, male, white, stage:i, alive, 175 days	1000.6
TCGA-2Z-A9J9-01A	77 years, male, black or african american, stage:i, alive, 2294 days	994.3
TCGA-AT-A5NU-01A	77 years, male, white, stage:i, alive, 67 days	986.6
TCGA-B3-3926-01A	59 years, female, white, stage:i, alive, 883 days	979.7
TCGA-G7-6797-01A	46 years, male, white, stage:iii, alive, 765 days	971.8
TCGA-BP-4177-01A	65 years, male, white, stage:i, alive, 1670 days	944.1
TCGA-G7-A8LE-01A	62 years, male, white, stage:i, alive, 2453 days	938.9
TCGA-A4-7734-01A	53 years, female, white, stage:i, alive, 27 days	937.8
TCGA-G7-A8LB-01A	70 years, male, white, stage:iv, alive, 547 days	929.5
TCGA-J7-A8I2-01A	75 years, male, asian, stage:i, alive, 307 days	923.0
TCGA-KN-8437-01A	42 years, female, white, stage:i, alive, 3068 days	922.3
TCGA-DV-A4VZ-01A	53 years, male, black or african american, stage:i, alive, 365 days	907.9
TCGA-UN-AAZ9-01A	76 years, female, black or african american, stage:i, alive, 548 days	879.5
TCGA-KN-8419-01A	43 years, male, black or african american, stage:ii, alive, 714 days	852.9
TCGA-Y8-A894-01A	57 years, female, white, stage:i, alive, 567 days	809.6
TCGA-KN-8431-01A	35 years, female, stage:ii, alive, 588 days	807.9
TCGA-A4-8311-01A	60 years, male, white, stage:i, alive, 729 days	778.4
TCGA-DW-7842-01A	52 years, male, white, stage:i, alive, 92 days	777.4
TCGA-KL-8341-01A	41 years, male, asian, stage:iv, dead, 754 days	770.6
TCGA-HE-A5NJ-01A	58 years, male, alive, 1726 days	719.7
TCGA-SX-A7SL-01A	74 years, male, stage:i, alive, 823 days	706.2
TCGA-IZ-8196-01A	50 years, male, white, stage:i, alive, 649 days	684.9
TCGA-DW-7839-01A	58 years, female, white, stage:i, alive, 419 days	445.3
TCGA-CZ-5989-01A	60 years, male, white, stage:ii, alive, 1905 days	412.5
TCGA-B4-5832-01A	65 years, male, white, stage:iii, alive, 155 days	380.8
TCGA-AL-3467-01A	54 years, female, white, alive, 2135 days	372.4
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RENAL CANCER - Protein expressionⁱ A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here. Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.

Antibody stainingⁱ Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high. This score is based on the staining intensity and fraction of stained cells. Read more	Antibody HPA041602	Antibody CAB020769
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