Expression of GABARAPL1 in renal cancer

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

GABARAPL1 is prognostic, high expression is favorable in renal cancer

Stage:

Survival analysis

Current cut offⁱ:
Best expression cut offⁱ: 20.49
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

40.4

Number of samples

877

Samples

Sample	Description	FPKM
TCGA-AK-3440-01A	58 years, male, white, stage:i, alive, 2865 days	427.6
TCGA-KN-8418-01A	41 years, female, white, stage:ii, alive, 3935 days	258.8
TCGA-AK-3443-01A	45 years, male, white, stage:ii, alive, 1423 days	250.7
TCGA-KL-8332-01A	55 years, male, white, stage:i, alive, 2582 days	233.7
TCGA-KN-8432-01A	86 years, female, white, stage:ii, alive, 76 days	230.8
TCGA-KL-8343-01A	72 years, male, white, stage:iii, dead, 2172 days	228.4
TCGA-A3-3328-01A	79 years, male, white, stage:i, alive, 1385 days	226.7
TCGA-5P-A9K8-01A	51 years, female, white, alive, 1309 days	217.6
TCGA-KL-8334-01A	37 years, female, white, stage:iii, alive, 2949 days	209.5
TCGA-KO-8406-01A	17 years, female, white, stage:i, alive, 3145 days	206.9
TCGA-KL-8344-01A	51 years, male, white, stage:iii, alive, 876 days	204.4
TCGA-KL-8330-01A	44 years, female, black or african american, stage:ii, alive, 3304 days	204.2
TCGA-A3-3374-01A	51 years, female, black or african american, stage:i, alive, 1314 days	201.9
TCGA-KO-8417-01A	30 years, female, white, stage:i, alive, 2815 days	200.5
TCGA-KL-8337-01A	26 years, male, black or african american, stage:ii, alive, 1364 days	196.1
TCGA-KO-8414-01A	50 years, female, white, stage:ii, alive, 3212 days	193.8
TCGA-KN-8435-01A	59 years, male, white, stage:ii, alive, 3498 days	191.7
TCGA-KN-8429-01A	38 years, female, white, stage:iii, alive, 2650 days	191.1
TCGA-KL-8340-01A	34 years, male, white, stage:ii, alive, 2024 days	190.3
TCGA-B0-4834-01A	49 years, male, white, stage:i, dead, 2090 days	185.3
TCGA-B8-4619-01A	58 years, male, white, stage:i, alive, 523 days	184.1
TCGA-AK-3433-01A	48 years, female, white, stage:ii, alive, 3409 days	179.5
TCGA-KO-8416-01A	41 years, male, white, stage:iii, alive, 2752 days	178.0
TCGA-B2-3923-01A	59 years, male, white, stage:ii, alive, 992 days	177.0
TCGA-KL-8339-01A	67 years, male, white, stage:iv, dead, 855 days	175.5
TCGA-KN-8424-01A	42 years, female, white, stage:i, alive, 1983 days	174.4
TCGA-5P-A9KH-01A	77 years, male, white, alive, 2051 days	170.5
TCGA-BP-4994-01A	54 years, male, white, stage:i, alive, 1308 days	169.3
TCGA-KO-8411-01A	58 years, male, white, stage:i, alive, 3958 days	168.1
TCGA-KN-8421-01A	48 years, female, white, stage:ii, alive, 2674 days	168.0
TCGA-KM-8440-01A	37 years, male, black or african american, stage:iii, alive, 1366 days	166.8
TCGA-KM-8639-01A	67 years, male, white, stage:i, alive, 953 days	163.1
TCGA-KL-8329-01A	57 years, female, asian, stage:i, alive, 2752 days	159.5
TCGA-KL-8331-01A	48 years, female, white, stage:ii, alive, 3010 days	159.2
TCGA-KO-8410-01A	74 years, female, white, stage:i, alive, 3136 days	157.8
TCGA-B0-5083-01A	63 years, male, white, stage:i, dead, 1045 days	155.6
TCGA-KM-8476-01A	47 years, male, white, stage:i, alive, 3745 days	155.5
TCGA-BQ-7055-01A	73 years, male, white, stage:i, alive, 799 days	153.5
TCGA-KM-8442-01A	38 years, male, stage:ii, alive, 1437 days	153.4
TCGA-KL-8333-01A	69 years, male, white, stage:ii, alive, 2991 days	149.3
TCGA-KO-8407-01A	42 years, male, white, stage:ii, alive, 2820 days	144.7
TCGA-KL-8336-01A	51 years, female, white, stage:iv, dead, 920 days	141.2
TCGA-KL-8325-01A	56 years, female, white, stage:ii, dead, 725 days	140.8
TCGA-B3-3926-01A	59 years, female, white, stage:i, alive, 883 days	140.0
TCGA-KN-8431-01A	35 years, female, stage:ii, alive, 588 days	137.0
TCGA-KL-8323-01A	57 years, female, white, stage:iii, dead, 1158 days	135.7
TCGA-KO-8403-01A	49 years, male, white, stage:i, alive, 3208 days	135.4
TCGA-MH-A857-01A	63 years, male, black or african american, stage:i, alive, 890 days	133.7
TCGA-KN-8434-01A	65 years, female, white, stage:ii, alive, 1797 days	131.9
TCGA-KL-8338-01A	51 years, male, white, stage:iii, alive, 2633 days	127.0
TCGA-KL-8345-01A	75 years, male, white, stage:iii, alive, 1665 days	127.0
TCGA-KL-8326-01A	69 years, male, white, stage:iii, alive, 3322 days	125.5
TCGA-KM-8477-01A	56 years, male, white, stage:i, alive, 1553 days	125.0
TCGA-KM-8438-01A	45 years, female, white, stage:ii, alive, 4622 days	123.5
TCGA-BP-4995-01A	68 years, male, white, stage:i, alive, 1371 days	123.1
TCGA-KN-8419-01A	43 years, male, black or african american, stage:ii, alive, 714 days	118.6
TCGA-B0-5117-01A	40 years, male, white, stage:i, alive, 1608 days	117.5
TCGA-A4-7915-01A	35 years, female, black or african american, stage:ii, alive, 7 days	117.4
TCGA-KO-8413-01A	46 years, male, white, stage:i, alive, 3038 days	116.1
TCGA-BP-4334-01A	56 years, male, white, stage:iii, dead, 645 days	113.2
TCGA-KM-8443-01A	58 years, male, white, stage:ii, alive, 1520 days	113.1
TCGA-F9-A7Q0-01A	37 years, female, asian, stage:i, alive, 398 days	112.3
TCGA-KL-8342-01A	45 years, female, white, stage:ii, alive, 2248 days	109.9
TCGA-KN-8425-01A	53 years, male, white, stage:i, alive, 3179 days	104.0
TCGA-B0-4699-01A	74 years, male, white, stage:iv, dead, 110 days	103.6
TCGA-F9-A8NY-01A	38 years, female, asian, stage:iv, alive, 36 days	103.3
TCGA-KL-8341-01A	41 years, male, asian, stage:iv, dead, 754 days	103.2
TCGA-A4-8312-01A	60 years, male, black or african american, stage:i, alive, 708 days	101.8
TCGA-IA-A40U-01A	56 years, male, white, stage:iii, alive, 511 days	101.4
TCGA-KL-8328-01A	60 years, male, white, stage:ii, alive, 3127 days	101.3
TCGA-2Z-A9JG-01A	64 years, male, white, stage:i, alive, 1662 days	98.4
TCGA-KO-8409-01A	69 years, male, white, stage:ii, alive, 3180 days	97.5
TCGA-5P-A9KA-01A	61 years, male, white, alive, 395 days	96.7
TCGA-KL-8335-01A	68 years, male, white, stage:iii, alive, 2815 days	95.4
TCGA-BP-4985-01A	72 years, male, white, stage:iii, dead, 952 days	94.1
TCGA-P4-A5E8-01A	57 years, male, white, stage:iii, dead, 1306 days	93.6
TCGA-KN-8423-01A	44 years, male, white, stage:i, alive, 788 days	92.1
TCGA-AK-3465-01A	71 years, female, black or african american, stage:i, alive, 369 days	90.2
TCGA-KN-8426-01A	50 years, male, white, stage:iv, alive, 108 days	90.0
TCGA-KN-8436-01A	63 years, male, white, stage:ii, alive, 1288 days	89.1
TCGA-Y8-A894-01A	57 years, female, white, stage:i, alive, 567 days	88.1
TCGA-PJ-A5Z9-01A	80 years, female, white, stage:i, alive, 540 days	87.8
TCGA-KL-8324-01A	67 years, female, white, stage:ii, alive, 4676 days	82.7
TCGA-F9-A97G-01A	79 years, male, asian, stage:iii, alive, 13 days	82.3
TCGA-KM-8441-01A	61 years, female, white, stage:i, alive, 876 days	80.5
TCGA-UN-AAZ9-01A	76 years, female, black or african american, stage:i, alive, 548 days	77.2
TCGA-AK-3447-01A	84 years, male, white, stage:ii, alive, 1217 days	75.7
TCGA-GK-A6C7-01A	77 years, female, black or african american, stage:i, alive, 61 days	75.1
TCGA-G7-6797-01A	46 years, male, white, stage:iii, alive, 765 days	74.0
TCGA-AK-3427-01A	65 years, male, white, stage:i, alive, 3583 days	73.8
TCGA-B3-3925-01A	52 years, male, white, stage:iii, alive, 1029 days	73.7
TCGA-A4-8516-01A	62 years, male, white, stage:iii, alive, 23 days	72.5
TCGA-BP-4177-01A	65 years, male, white, stage:i, alive, 1670 days	72.1
TCGA-CJ-5681-01A	44 years, female, white, stage:iv, dead, 552 days	71.9
TCGA-B8-5546-01A	38 years, female, black or african american, stage:i, alive, 505 days	71.9
TCGA-SX-A7SR-01A	66 years, male, white, stage:ii, alive, 805 days	70.6
TCGA-KO-8415-01A	44 years, female, white, stage:i, alive, 2939 days	70.2
TCGA-P4-A5EB-01A	83 years, male, white, stage:i, alive, 3015 days	69.5
TCGA-KO-8405-01A	29 years, male, white, stage:iii, alive, 3056 days	69.3
TCGA-AS-3777-01A	63 years, male, white, stage:i, alive, 1238 days	69.1
TCGA-B9-A5W9-01A	40 years, male, white, stage:i, alive, 5 days	69.1
TCGA-B8-A54K-01A	61 years, male, black or african american, stage:i, alive, 469 days	68.7
TCGA-2Z-A9J6-01A	61 years, male, white, stage:i, alive, 1731 days	68.5
TCGA-UZ-A9PQ-01A	59 years, male, black or african american, stage:iii, dead, 2624 days	68.4
TCGA-A4-8098-01A	73 years, male, black or african american, stage:i, alive, 896 days	67.6
TCGA-B9-A5W7-01A	47 years, male, black or african american, stage:i, alive, 585 days	67.2
TCGA-DW-7837-01A	43 years, male, black or african american, stage:i, alive, 1142 days	66.7
TCGA-P4-AAVK-01A	74 years, male, white, stage:iii, alive, 1590 days	66.3
TCGA-B9-A8YH-01A	52 years, male, black or african american, stage:i, alive, 532 days	65.8
TCGA-A4-7286-01A	42 years, male, white, alive, 554 days	65.7
TCGA-KL-8346-01A	62 years, male, white, stage:ii, alive, 1897 days	65.6
TCGA-CZ-5462-01A	83 years, male, white, stage:iv, dead, 311 days	65.1
TCGA-IA-A83W-01A	70 years, male, white, stage:i, dead, 2043 days	64.5
TCGA-B0-5098-01A	53 years, female, black or african american, stage:i, dead, 1584 days	64.3
TCGA-B1-A655-01A	77 years, female, white, stage:i, alive, 510 days	63.7
TCGA-KM-8439-01A	30 years, male, white, stage:i, alive, 708 days	63.6
TCGA-2Z-A9J9-01A	77 years, male, black or african american, stage:i, alive, 2294 days	63.5
TCGA-BQ-5891-01A	57 years, female, white, stage:iii, alive, 29 days	62.6
TCGA-B3-A6W5-01A	43 years, male, black or african american, stage:i, alive, 309 days	62.5
TCGA-BQ-5875-01A	66 years, female, white, stage:iii, alive, 2639 days	62.2
TCGA-G7-7502-01A	83 years, male, white, stage:i, alive, 786 days	62.2
TCGA-KN-8433-01A	46 years, female, white, stage:iii, alive, 341 days	61.5
TCGA-BQ-5883-01A	79 years, female, black or african american, stage:i, alive, 1242 days	61.4
TCGA-MH-A854-01A	62 years, female, black or african american, stage:i, alive, 536 days	60.7
TCGA-CW-5591-01A	56 years, male, white, stage:iv, alive, 2271 days	60.0
TCGA-B1-7332-01A	61 years, female, black or african american, stage:ii, alive, 1141 days	59.7
TCGA-B0-4945-01A	75 years, female, white, stage:i, dead, 2145 days	59.2
TCGA-GL-8500-01A	63 years, male, white, stage:i, alive, 841 days	59.1
TCGA-SX-A71W-01A	66 years, male, white, stage:i, alive, 1076 days	59.0
TCGA-GL-A9DC-01A	66 years, female, white, stage:i, alive, 392 days	58.7
TCGA-KN-8437-01A	42 years, female, white, stage:i, alive, 3068 days	58.6
TCGA-PJ-A5Z8-01A	60 years, female, white, stage:i, alive, 600 days	58.4
TCGA-G7-A8LC-01A	61 years, male, white, stage:i, alive, 702 days	58.4
TCGA-5P-A9K9-01A	59 years, female, white, dead, 589 days	58.3
TCGA-KO-8408-01A	47 years, male, white, stage:iii, dead, 507 days	58.1
TCGA-SX-A71U-01A	57 years, male, white, stage:i, alive, 1357 days	58.0
TCGA-GL-7966-01A	28 years, female, white, stage:iii, alive, 112 days	57.3
TCGA-A4-8518-01A	48 years, male, white, stage:i, alive, 600 days	56.5
TCGA-B0-5075-01A	77 years, female, white, stage:iii, dead, 637 days	56.4
TCGA-SX-A7SM-01A	60 years, male, black or african american, stage:iv, dead, 363 days	56.3
TCGA-P4-AAVL-01A	85 years, male, white, stage:iii, dead, 487 days	56.0
TCGA-DV-A4VZ-01A	53 years, male, black or african american, stage:i, alive, 365 days	55.7
TCGA-B9-4113-01A	64 years, male, black or african american, stage:i, dead, 1536 days	55.7
TCGA-DV-A4VX-01A	59 years, male, black or african american, stage:iv, dead, 1626 days	55.4
TCGA-A4-7997-01A	67 years, male, white, stage:i, alive, 927 days	55.3
TCGA-CJ-5686-01A	59 years, female, white, stage:i, alive, 2038 days	55.1
TCGA-2Z-A9JL-01A	47 years, male, black or african american, stage:i, alive, 1006 days	54.9
TCGA-B9-A5W8-01A	50 years, male, black or african american, stage:ii, alive, 524 days	54.8
TCGA-IA-A83S-01A	81 years, male, white, dead, 2609 days	54.7
TCGA-UZ-A9PP-01A	60 years, male, white, stage:i, alive, 3010 days	54.4
TCGA-DW-7838-01A	66 years, male, white, stage:i, alive, 744 days	54.3
TCGA-MH-A561-01A	66 years, male, white, stage:i, alive, 841 days	54.2
TCGA-CZ-4866-01A	79 years, female, white, stage:i, alive, 3267 days	53.6
TCGA-UZ-A9PO-01A	80 years, male, white, stage:i, alive, 1911 days	53.4
TCGA-AL-3467-01A	54 years, female, white, alive, 2135 days	53.4
TCGA-UZ-A9PS-01A	62 years, female, black or african american, stage:ii, alive, 2167 days	52.9
TCGA-IA-A40Y-01A	60 years, female, white, stage:iii, alive, 62 days	52.7
TCGA-BQ-7061-01A	84 years, female, white, stage:i, alive, 218 days	52.0
TCGA-Y8-A8RY-01A	63 years, male, white, stage:i, alive, 769 days	51.7
TCGA-G7-A8LE-01A	62 years, male, white, stage:i, alive, 2453 days	51.3
TCGA-MH-A560-01A	62 years, male, white, stage:i, alive, 924 days	51.2
TCGA-2Z-A9JD-01A	66 years, male, white, stage:i, alive, 1060 days	51.1
TCGA-A4-8517-01A	71 years, male, white, stage:i, alive, 597 days	50.8
TCGA-A4-A5XZ-01A	65 years, female, white, stage:ii, alive, 479 days	50.6
TCGA-KV-A6GD-01A	85 years, male, white, stage:i, alive, 560 days	50.1
TCGA-CZ-4864-01A	86 years, male, white, stage:ii, dead, 2830 days	49.7
TCGA-DZ-6135-01A	45 years, male, stage:i, alive, 2269 days	49.1
TCGA-KV-A6GE-01A	65 years, male, white, stage:i, alive, 885 days	49.0
TCGA-KL-8327-01A	46 years, female, white, stage:i, alive, 4169 days	48.9
TCGA-A4-7583-01A	60 years, male, black or african american, stage:i, alive, 3 days	48.8
TCGA-DW-7841-01A	61 years, male, black or african american, stage:i, alive, 445 days	48.7
TCGA-5P-A9JW-01A	64 years, male, white, alive, 3241 days	48.3
TCGA-V9-A7HT-01A	67 years, male, black or african american, stage:ii, alive, 965 days	48.1
TCGA-B0-5695-01A	61 years, female, white, stage:i, alive, 2150 days	48.0
TCGA-BQ-5877-01A	60 years, male, black or african american, stage:iv, dead, 270 days	48.0
TCGA-GL-A59R-01A	79 years, male, white, stage:iii, alive, 378 days	47.7
TCGA-B0-4688-01A	46 years, male, white, stage:iv, dead, 101 days	47.7
TCGA-P4-A5E7-01A	74 years, female, white, stage:i, alive, 2649 days	47.6
TCGA-B2-4098-01A	72 years, female, black or african american, stage:i, dead, 51 days	47.6
TCGA-KV-A74V-01A	40 years, male, white, stage:i, alive, 347 days	47.6
TCGA-BQ-7062-01A	64 years, male, black or african american, stage:i, alive, 116 days	47.4
TCGA-B4-5378-01A	62 years, male, white, stage:i, alive, 175 days	47.3
TCGA-B8-A54E-01A	62 years, female, black or african american, stage:i, alive, 909 days	47.1
TCGA-G7-6789-01A	53 years, female, white, stage:iv, dead, 122 days	46.8
TCGA-F9-A4JJ-01A	35 years, female, black or african american, stage:iii, dead, 325 days	46.7
TCGA-G7-6793-01A	60 years, female, white, stage:iv, dead, 336 days	46.6
TCGA-B1-A656-01A	64 years, male, white, stage:i, alive, 618 days	46.6
TCGA-GL-A9DD-01A	69 years, male, white, stage:i, alive, 341 days	46.5
TCGA-BQ-5887-01A	54 years, male, white, stage:iii, alive, 771 days	46.4
TCGA-B9-4117-01A	48 years, female, black or african american, alive, 14 days	46.1
TCGA-SX-A7SQ-01A	48 years, male, white, stage:i, alive, 1266 days	46.1
TCGA-2Z-A9JR-01A	57 years, male, white, stage:i, alive, 161 days	46.0
TCGA-Y8-A897-01A	68 years, female, white, stage:i, alive, 549 days	46.0
TCGA-AL-3468-01A	74 years, male, white, stage:ii, dead, 2331 days	45.8
TCGA-EV-5902-01A	58 years, male, white, stage:i, alive, 578 days	45.8
TCGA-DV-5576-01A	55 years, female, black or african american, stage:i, dead, 727 days	45.6
TCGA-BP-4340-01A	70 years, female, white, stage:i, dead, 562 days	45.4
TCGA-UZ-A9PJ-01A	78 years, male, white, stage:i, dead, 797 days	45.3
TCGA-IA-A83V-01A	63 years, male, white, stage:i, dead, 2941 days	45.1
TCGA-Y8-A8S1-01A	61 years, male, white, stage:i, alive, 404 days	45.0
TCGA-BQ-7048-01A	64 years, male, white, stage:iii, alive, 2839 days	44.7
TCGA-CZ-4854-01A	68 years, male, white, stage:i, dead, 1404 days	44.6
TCGA-BQ-7045-01A	78 years, male, black or african american, stage:i, dead, 1468 days	44.1
TCGA-BQ-5876-01A	75 years, male, white, stage:i, alive, 586 days	43.9
TCGA-2Z-A9JK-01A	50 years, male, white, stage:iii, alive, 1186 days	43.8
TCGA-2Z-A9J5-01A	80 years, male, white, stage:ii, alive, 3050 days	43.7
TCGA-3Z-A93Z-01A	69 years, male, black or african american, stage:i, alive, 385 days	43.6
TCGA-2Z-A9JM-01A	28 years, male, white, stage:i, alive, 934 days	43.6
TCGA-2Z-A9JN-01A	50 years, female, black or african american, stage:i, alive, 740 days	43.5
TCGA-BQ-5893-01A	61 years, male, white, stage:iv, dead, 241 days	43.4
TCGA-UZ-A9PK-01A	71 years, male, white, stage:i, alive, 3571 days	43.4
TCGA-A3-3319-01A	70 years, male, white, stage:i, alive, 1130 days	43.3
TCGA-AL-3472-01A	57 years, male, black or african american, alive, 2029 days	43.2
TCGA-BP-4999-01A	56 years, male, white, stage:i, alive, 1266 days	43.0
TCGA-CZ-5456-01A	57 years, male, white, stage:ii, alive, 2422 days	42.9
TCGA-2Z-A9J8-01A	50 years, male, white, stage:i, alive, 2790 days	42.8
TCGA-UZ-A9Q1-01A	88 years, female, white, stage:i, alive, 1562 days	42.7
TCGA-P4-AAVM-01A	69 years, male, white, stage:i, alive, 1539 days	42.7
TCGA-CZ-5458-01A	43 years, male, white, stage:iii, alive, 2789 days	42.3
TCGA-A4-A5DU-01A	45 years, female, white, stage:i, alive, 496 days	42.2
TCGA-BP-5004-01A	53 years, male, white, stage:i, alive, 1126 days	42.1
TCGA-6D-AA2E-01A	68 years, female, black or african american, stage:i, alive, 362 days	41.8
TCGA-2Z-A9J1-01A	71 years, male, white, stage:i, alive, 2298 days	41.5
TCGA-4A-A93X-01A	58 years, male, white, stage:iv, alive, 390 days	41.5
TCGA-2K-A9WE-01A	53 years, male, white, stage:ii, alive, 214 days	41.2
TCGA-DW-7840-01A	60 years, male, black or african american, stage:i, alive, 114 days	41.2
TCGA-A4-A48D-01A	85 years, male, black or african american, stage:i, alive, 379 days	40.7
TCGA-DW-7834-01A	53 years, male, white, stage:i, alive, 3950 days	40.6
TCGA-BQ-5892-01A	51 years, male, white, stage:i, alive, 364 days	40.4
TCGA-HE-A5NK-01A	82 years, male, alive, 2228 days	40.2
TCGA-BP-4174-01A	49 years, male, white, stage:ii, alive, 1879 days	40.0
TCGA-BP-4760-01A	69 years, male, black or african american, stage:i, alive, 2361 days	40.0
TCGA-SX-A71V-01A	80 years, male, white, stage:i, alive, 876 days	40.0
TCGA-GL-A59T-01A	46 years, male, white, stage:i, alive, 546 days	39.9
TCGA-B0-5713-01A	75 years, female, white, stage:iii, alive, 2782 days	39.9
TCGA-GL-A9DE-01A	74 years, male, black or african american, stage:i, alive, 496 days	39.6
TCGA-AL-7173-01A	72 years, female, white, stage:iv, alive, 2060 days	39.5
TCGA-B9-7268-01A	59 years, male, white, stage:ii, alive, 671 days	39.4
TCGA-EV-5901-01A	47 years, female, white, stage:i, alive, 1040 days	39.3
TCGA-B1-A657-01A	54 years, male, white, stage:i, alive, 641 days	39.3
TCGA-MH-A855-01A	52 years, female, black or african american, stage:ii, alive, 369 days	39.3
TCGA-BP-4768-01A	72 years, female, white, stage:i, alive, 400 days	39.1
TCGA-DZ-6132-01A	69 years, male, stage:i, alive, 2460 days	39.1
TCGA-BQ-7059-01A	71 years, male, white, stage:i, alive, 232 days	39.1
TCGA-A4-7732-01A	55 years, male, black or african american, alive, 582 days	38.9
TCGA-CJ-4899-01A	42 years, male, asian, stage:i, alive, 1528 days	38.8
TCGA-5P-A9K3-01A	59 years, male, white, dead, 471 days	38.8
TCGA-CJ-4903-01A	50 years, male, white, stage:i, alive, 1559 days	38.5
TCGA-CJ-6032-01A	63 years, female, white, stage:ii, alive, 3639 days	38.5
TCGA-B8-4621-01A	63 years, male, black or african american, stage:i, alive, 788 days	38.3
TCGA-B0-5109-01A	69 years, male, white, stage:iii, dead, 587 days	38.3
TCGA-B0-5094-01A	62 years, male, white, stage:iv, dead, 333 days	38.1
TCGA-BP-5192-01A	59 years, male, white, stage:i, alive, 714 days	38.0
TCGA-B0-5712-01A	68 years, female, black or african american, stage:iv, alive, 2722 days	37.7
TCGA-UZ-A9PX-01A	73 years, male, white, stage:i, alive, 1981 days	37.6
TCGA-BP-4774-01A	57 years, female, white, stage:i, alive, 1885 days	37.6
TCGA-5P-A9KE-01A	70 years, male, white, alive, 824 days	37.5
TCGA-5P-A9K0-01A	75 years, male, white, alive, 677 days	37.5
TCGA-BQ-7050-01A	53 years, female, white, stage:i, alive, 1864 days	37.4
TCGA-B0-4693-01A	73 years, female, white, stage:iii, dead, 77 days	37.1
TCGA-P4-AAVO-01A	69 years, male, white, stage:i, alive, 2400 days	37.1
TCGA-AL-3471-01A	74 years, male, white, stage:i, dead, 1500 days	37.0
TCGA-A4-7585-01A	67 years, male, white, stage:iii, dead, 1070 days	36.9
TCGA-B0-5084-01A	33 years, male, white, stage:iv, dead, 222 days	36.8
TCGA-SX-A7SP-01A	66 years, female, white, stage:i, dead, 496 days	36.8
TCGA-DZ-6133-01A	66 years, female, white, stage:i, dead, 1557 days	36.7
TCGA-CZ-5986-01A	61 years, male, white, stage:i, alive, 373 days	36.7
TCGA-IA-A83T-01A	80 years, male, white, dead, 2684 days	36.5
TCGA-B9-5156-01A	51 years, male, white, alive, 1338 days	36.5
TCGA-Y8-A895-01A	74 years, male, white, stage:i, alive, 484 days	36.5
TCGA-MH-A55W-01A	50 years, male, black or african american, stage:i, alive, 1043 days	36.5
TCGA-2Z-A9JT-01A	71 years, male, white, stage:i, alive, 684 days	36.4
TCGA-A3-3382-01A	69 years, male, white, stage:i, alive, 574 days	36.4
TCGA-BP-4765-01A	43 years, male, white, stage:i, alive, 2184 days	36.4
TCGA-B0-4823-01A	88 years, male, white, stage:i, dead, 454 days	36.3
TCGA-DW-5561-01A	51 years, male, black or african american, stage:i, alive, 414 days	36.3
TCGA-A3-3307-01A	66 years, male, stage:iii, alive, 1436 days	36.2
TCGA-BP-5200-01A	44 years, male, white, stage:ii, alive, 1063 days	36.0
TCGA-BP-4977-01A	57 years, male, white, stage:i, alive, 454 days	35.9
TCGA-BP-5190-01A	61 years, male, white, stage:i, alive, 1011 days	35.8
TCGA-B0-4713-01A	76 years, female, white, stage:iii, dead, 202 days	35.7
TCGA-BQ-5894-01A	42 years, male, stage:iv, alive, 84 days	35.4
TCGA-2Z-A9JI-01A	38 years, male, white, stage:iii, alive, 1567 days	35.3
TCGA-SX-A71S-01A	66 years, female, white, stage:i, alive, 1504 days	35.2
TCGA-BP-4756-01A	63 years, female, asian, stage:i, alive, 374 days	35.2
TCGA-Y8-A898-01A	69 years, male, white, stage:i, alive, 475 days	35.2
TCGA-UZ-A9PN-01A	54 years, male, white, stage:iii, dead, 1136 days	35.1
TCGA-BP-4769-01A	63 years, male, white, stage:i, alive, 1876 days	35.1
TCGA-2Z-A9JO-01A	56 years, female, black or african american, stage:i, alive, 949 days	34.8
TCGA-A3-3370-01A	48 years, female, white, stage:i, alive, 2274 days	34.7
TCGA-P4-A5E6-01A	67 years, male, black or african american, stage:iii, alive, 3035 days	34.7
TCGA-UZ-A9PR-01A	84 years, male, white, stage:i, alive, 2627 days	34.7
TCGA-B8-A7U6-01A	54 years, female, black or african american, stage:i, alive, 495 days	34.6
TCGA-B9-4617-01A	41 years, male, black or african american, alive, 35 days	34.5
TCGA-CZ-5985-01A	58 years, male, white, stage:ii, alive, 1997 days	34.4
TCGA-A3-3373-01A	54 years, female, white, stage:i, alive, 1621 days	34.4
TCGA-A4-A4ZT-01A	71 years, female, white, stage:i, alive, 516 days	34.4
TCGA-B0-4828-01A	79 years, male, white, stage:iv, dead, 307 days	34.4
TCGA-AK-3460-01A	58 years, male, white, stage:i, alive, 2508 days	34.4
TCGA-A3-3359-01A	82 years, female, white, stage:i, alive, 2504 days	34.4
TCGA-SX-A7SO-01A	64 years, male, white, stage:i, alive, 1257 days	34.3
TCGA-B8-A54J-01A	60 years, male, black or african american, stage:ii, alive, 528 days	34.2
TCGA-CJ-4904-01A	60 years, female, white, stage:iv, alive, 3302 days	34.0
TCGA-5P-A9KC-01A	51 years, female, white, alive, 377 days	33.9
TCGA-BP-5008-01A	46 years, male, white, stage:i, alive, 1071 days	33.9
TCGA-B3-4103-01A	56 years, male, white, stage:i, alive, 930 days	33.9
TCGA-A3-3320-01A	52 years, female, white, stage:i, alive, 1508 days	33.8
TCGA-B8-5164-01A	65 years, male, white, stage:iii, alive, 26 days	33.7
TCGA-A3-3335-01A	41 years, male, white, stage:ii, alive, 1886 days	33.7
TCGA-WN-AB4C-01A	female, white, stage:i, alive, 1188 days	33.6
TCGA-2Z-A9JS-01A	74 years, male, white, stage:i, dead, 492 days	33.6
TCGA-DZ-6134-01A	69 years, male, white, stage:i, alive, 1856 days	33.4
TCGA-IZ-8196-01A	50 years, male, white, stage:i, alive, 649 days	33.3
TCGA-MH-A856-01A	54 years, male, white, stage:i, alive, 947 days	33.1
TCGA-BQ-5882-01A	54 years, male, stage:iii, dead, 658 days	33.1
TCGA-EU-5904-01A	47 years, female, white, stage:i, alive, 551 days	33.0
TCGA-CZ-5466-01A	67 years, male, stage:iii, alive, 685 days	32.9
TCGA-GL-A4EM-01A	62 years, male, white, stage:i, alive, 32 days	32.9
TCGA-A3-A6NJ-01A	57 years, female, black or african american, stage:i, alive, 468 days	32.9
TCGA-O9-A75Z-01A	44 years, male, white, stage:i, alive, 471 days	32.8
TCGA-BP-4986-01A	75 years, male, white, stage:i, alive, 785 days	32.8
TCGA-UZ-A9PL-01A	59 years, male, white, stage:ii, alive, 3152 days	32.8
TCGA-HE-A5NL-01A	51 years, male, stage:i, alive, 767 days	32.8
TCGA-DW-7842-01A	52 years, male, white, stage:i, alive, 92 days	32.7
TCGA-MH-A55Z-01A	65 years, male, black or african american, stage:i, alive, 845 days	32.7
TCGA-A4-8310-01A	58 years, male, white, stage:iii, alive, 780 days	32.7
TCGA-BQ-7049-01A	45 years, female, white, stage:i, dead, 1364 days	32.7
TCGA-G7-6790-01A	57 years, male, white, stage:i, alive, 1575 days	32.5
TCGA-AK-3450-01A	85 years, female, white, stage:i, alive, 1779 days	32.5
TCGA-BP-4965-01A	46 years, male, white, stage:i, alive, 1871 days	32.4
TCGA-5P-A9KF-01A	53 years, male, white, alive, 845 days	32.3
TCGA-DW-7836-01A	55 years, male, white, stage:i, alive, 1093 days	32.2
TCGA-B4-5835-01A	64 years, female, white, stage:i, alive, 16 days	32.2
TCGA-IZ-8195-01A	82 years, male, white, stage:ii, alive, 677 days	32.1
TCGA-BQ-5879-01A	32 years, female, white, stage:iii, dead, 697 days	32.0
TCGA-CZ-5455-01A	63 years, male, white, stage:iv, dead, 561 days	31.9
TCGA-4A-A93W-01A	66 years, female, white, stage:i, alive, 4 days	31.8
TCGA-A3-3365-01A	46 years, male, white, stage:i, alive, 873 days	31.8
TCGA-B0-5113-01A	69 years, female, white, stage:iii, alive, 1175 days	31.8
TCGA-A4-7288-01A	71 years, female, white, alive, 1857 days	31.7
TCGA-GL-7773-01A	63 years, male, white, stage:i, alive, 393 days	31.7
TCGA-2Z-A9J2-01A	71 years, female, white, stage:i, alive, 1795 days	31.6
TCGA-B8-4146-01B	41 years, female, white, stage:i, alive, 511 days	31.6
TCGA-DW-7839-01A	58 years, female, white, stage:i, alive, 419 days	31.6
TCGA-CZ-4863-01A	51 years, female, white, stage:iii, alive, 1928 days	31.6
TCGA-A4-7584-01A	59 years, male, black or african american, stage:i, alive, 650 days	31.6
TCGA-B0-4846-01A	52 years, male, white, stage:iv, dead, 1200 days	31.6
TCGA-B0-5099-01A	88 years, female, white, stage:iii, dead, 485 days	31.5
TCGA-B0-5120-01A	72 years, female, white, stage:i, alive, 1169 days	31.4
TCGA-HE-A5NF-01A	58 years, male, stage:i, alive, 2582 days	31.2
TCGA-CZ-5467-01A	86 years, female, white, stage:iii, dead, 73 days	31.2
TCGA-BP-4176-01A	64 years, male, white, stage:i, alive, 1955 days	31.2
TCGA-B4-5377-01A	68 years, female, white, stage:iv, alive, 365 days	31.1
TCGA-B4-5844-01A	61 years, female, white, stage:ii, alive, 7 days	31.0
TCGA-DV-5573-01A	41 years, male, white, stage:i, alive, 1130 days	30.9
TCGA-A3-3363-01A	50 years, male, asian, stage:ii, alive, 319 days	30.9
TCGA-UZ-A9PM-01A	62 years, male, white, stage:ii, alive, 3811 days	30.9
TCGA-CW-5585-01A	51 years, male, white, stage:iv, alive, 2609 days	30.8
TCGA-AS-3778-01A	35 years, male, white, stage:i, alive, 43 days	30.8
TCGA-DV-5567-01A	40 years, female, black or african american, stage:i, alive, 2004 days	30.8
TCGA-B0-4710-01A	75 years, female, white, stage:iii, alive, 1755 days	30.8
TCGA-5P-A9K6-01A	64 years, male, white, alive, 1914 days	30.6
TCGA-B0-5700-01A	77 years, male, white, stage:i, alive, 1790 days	30.6
TCGA-B0-5707-01A	39 years, female, white, stage:i, alive, 3744 days	30.5
TCGA-G7-A4TM-01A	41 years, male, black or african american, stage:i, alive, 768 days	30.5
TCGA-B0-4852-01A	78 years, female, white, stage:ii, dead, 1121 days	30.5
TCGA-B8-5553-01A	67 years, female, white, stage:i, alive, 435 days	30.5
TCGA-BP-4782-01A	55 years, female, white, stage:i, alive, 354 days	30.4
TCGA-CZ-5987-01A	60 years, male, white, stage:iv, dead, 445 days	30.3
TCGA-CZ-4859-01A	59 years, female, white, stage:i, alive, 1787 days	30.2
TCGA-J7-6720-01A	42 years, male, asian, stage:i, alive, 388 days	30.2
TCGA-B0-4817-01A	81 years, male, white, stage:iii, dead, 1019 days	30.1
TCGA-BQ-7046-01A	61 years, male, white, stage:i, alive, 2948 days	30.0
TCGA-B1-A47O-01A	54 years, female, white, stage:i, alive, 842 days	30.0
TCGA-B1-5398-01A	73 years, male, white, stage:iii, alive, 1251 days	30.0
TCGA-AK-3455-01A	71 years, female, white, stage:iii, dead, 683 days	29.9
TCGA-A3-3324-01A	51 years, male, white, stage:i, alive, 1186 days	29.9
TCGA-5P-A9JZ-01A	51 years, female, white, alive, 2744 days	29.6
TCGA-BQ-7051-01A	74 years, male, white, stage:ii, alive, 1533 days	29.6
TCGA-CJ-5680-01A	65 years, female, white, stage:iv, dead, 768 days	29.6
TCGA-BP-4344-01A	75 years, female, white, stage:i, alive, 1666 days	29.5
TCGA-IZ-A6M8-01A	69 years, male, black or african american, stage:i, alive, 497 days	29.5
TCGA-A4-8630-01A	59 years, female, white, stage:i, alive, 436 days	29.4
TCGA-B0-5697-01A	50 years, male, white, stage:i, alive, 2630 days	29.3
TCGA-DW-7963-01B	43 years, male, black or african american, stage:i, alive, 1240 days	29.3
TCGA-BQ-5880-01A	79 years, male, white, stage:iii, dead, 1314 days	29.3
TCGA-BP-4770-01A	73 years, female, white, stage:iv, dead, 329 days	29.2
TCGA-CZ-4853-01A	82 years, male, white, stage:i, alive, 774 days	29.1
TCGA-B8-A54F-01A	49 years, female, black or african american, stage:i, alive, 519 days	29.0
TCGA-BQ-5878-01A	79 years, female, white, stage:iii, alive, 1938 days	29.0
TCGA-BP-4795-01A	74 years, female, white, stage:i, alive, 620 days	28.9
TCGA-BQ-7060-01A	53 years, male, american indian or alaska native, stage:i, alive, 214 days	28.9
TCGA-BQ-7044-01A	73 years, male, white, stage:iii, alive, 3760 days	28.8
TCGA-AL-3473-01A	55 years, male, white, stage:ii, alive, 1906 days	28.7
TCGA-P4-A5EA-01A	54 years, female, white, stage:iii, dead, 201 days	28.7
TCGA-A3-3347-01A	76 years, female, white, stage:iii, dead, 1610 days	28.6
TCGA-BQ-5884-01A	59 years, female, black or african american, stage:i, alive, 792 days	28.5
TCGA-BQ-5890-01A	69 years, male, white, stage:iii, alive, 233 days	28.4
TCGA-A3-3380-01A	54 years, male, stage:i, alive, 567 days	28.4
TCGA-A3-3362-01A	60 years, female, white, stage:i, alive, 1559 days	28.3
TCGA-BP-4982-01A	42 years, male, white, stage:i, alive, 1014 days	28.3
TCGA-BQ-5885-01A	63 years, male, white, stage:iii, alive, 921 days	28.2
TCGA-BP-4777-01A	46 years, male, white, stage:i, alive, 1731 days	28.1
TCGA-A4-7996-01A	61 years, female, white, stage:i, alive, 506 days	27.9
TCGA-A3-A6NI-01A	47 years, male, black or african american, stage:i, alive, 1018 days	27.9
TCGA-A3-3331-01A	86 years, female, white, stage:i, alive, 1485 days	27.9
TCGA-5P-A9K4-01A	54 years, male, white, alive, 2184 days	27.9
TCGA-BP-4993-01A	58 years, male, white, stage:i, alive, 177 days	27.8
TCGA-CZ-5464-01A	69 years, male, white, stage:iv, alive, 2128 days	27.7
TCGA-A4-7734-01A	53 years, female, white, stage:i, alive, 27 days	27.7
TCGA-BP-4807-01A	42 years, male, white, stage:i, alive, 211 days	27.7
TCGA-BP-4962-01A	58 years, male, white, stage:ii, alive, 1785 days	27.6
TCGA-5P-A9JY-01A	79 years, male, white, dead, 1508 days	27.6
TCGA-BP-5202-01A	75 years, male, white, stage:iii, alive, 29 days	27.5
TCGA-CJ-4876-01A	57 years, male, white, stage:ii, alive, 1955 days	27.5
TCGA-CZ-4856-01A	62 years, female, white, stage:i, alive, 18 days	27.4
TCGA-MW-A4EC-01A	73 years, female, black or african american, stage:i, alive, 498 days	27.4
TCGA-CJ-4878-01A	71 years, female, white, stage:iii, alive, 2186 days	27.3
TCGA-B0-5088-01A	53 years, male, white, stage:i, dead, 563 days	27.3
TCGA-AK-3461-01A	72 years, male, white, stage:i, alive, 2217 days	27.3
TCGA-A4-A6HP-01A	66 years, male, white, stage:i, alive, 379 days	27.3
TCGA-BP-4342-01A	79 years, male, white, stage:ii, dead, 2256 days	27.3
TCGA-BP-4325-01A	64 years, female, white, stage:i, alive, 2964 days	27.3
TCGA-Y8-A8S0-01A	58 years, male, white, stage:i, alive, 183 days	27.2
TCGA-B8-5552-01B	41 years, female, white, stage:i, alive, 1046 days	27.2
TCGA-B0-5691-01A	66 years, female, white, stage:i, alive, 3431 days	27.1
TCGA-A3-A8OV-01A	75 years, male, black or african american, stage:i, alive, 340 days	27.1
TCGA-SX-A7SS-01A	67 years, male, white, stage:i, alive, 1615 days	27.1
TCGA-A3-A8OW-01A	37 years, male, black or african american, stage:iii, alive, 323 days	27.0
TCGA-A3-3317-01A	67 years, male, stage:ii, alive, 1491 days	27.0
TCGA-B0-4838-01A	69 years, female, white, stage:i, dead, 834 days	27.0
TCGA-IZ-A6M9-01A	63 years, male, white, stage:i, alive, 376 days	26.8
TCGA-B2-4102-01A	61 years, male, white, stage:i, alive, 952 days	26.8
TCGA-A4-7828-01A	74 years, female, black or african american, stage:i, alive, 238 days	26.8
TCGA-B0-4696-01A	58 years, male, white, stage:iii, dead, 866 days	26.8
TCGA-B2-5639-01A	46 years, male, white, stage:iv, dead, 1003 days	26.7
TCGA-A3-3383-01A	52 years, male, white, stage:i, alive, 861 days	26.7
TCGA-B0-4718-01A	57 years, male, white, stage:iii, alive, 1778 days	26.7
TCGA-CJ-4641-01A	55 years, female, white, stage:iv, dead, 1661 days	26.7
TCGA-CW-5581-01A	44 years, male, white, stage:i, alive, 2799 days	26.7
TCGA-B0-5104-01A	90 years, female, white, stage:i, dead, 2752 days	26.6
TCGA-A3-3352-01A	male, white, stage:iii, dead, 561 days	26.6
TCGA-B0-5092-01A	53 years, female, white, stage:iv, dead, 459 days	26.5
TCGA-B9-4116-01A	75 years, female, black or african american, alive, 627 days	26.5
TCGA-B0-4701-01A	66 years, female, white, stage:iv, dead, 238 days	26.5
TCGA-2Z-A9JE-01A	59 years, male, white, stage:i, alive, 1728 days	26.4
TCGA-CJ-4901-01A	47 years, male, white, stage:iii, alive, 1450 days	26.4
TCGA-BP-5007-01A	46 years, male, white, stage:ii, alive, 1140 days	26.3
TCGA-IA-A40X-01A	49 years, female, black or african american, stage:i, alive, 608 days	26.3
TCGA-AT-A5NU-01A	77 years, male, white, stage:i, alive, 67 days	26.3
TCGA-B0-4819-01A	60 years, female, white, stage:iv, dead, 183 days	26.2
TCGA-BP-5009-01A	52 years, male, white, stage:i, dead, 1092 days	26.2
TCGA-SX-A71R-01A	51 years, male, white, stage:i, alive, 1457 days	26.1
TCGA-BP-4976-01A	77 years, male, white, stage:i, alive, 1632 days	26.0
TCGA-B0-4698-01A	75 years, male, white, stage:iv, dead, 42 days	26.0
TCGA-F9-A7VF-01A	75 years, female, white, stage:i, alive, 73 days	26.0
TCGA-A4-A5Y0-01A	61 years, female, white, stage:i, alive, 252 days	25.9
TCGA-G6-A8L8-01A	62 years, female, black or african american, stage:i, dead, 1091 days	25.8
TCGA-B0-5097-01A	59 years, female, white, stage:iii, alive, 665 days	25.8
TCGA-G7-6792-01A	40 years, male, black or african american, stage:i, alive, 2765 days	25.7
TCGA-B0-5119-01A	61 years, female, white, stage:i, alive, 1552 days	25.7
TCGA-G7-A8LD-01A	71 years, male, white, stage:iii, dead, 514 days	25.6
TCGA-A3-3387-01A	49 years, male, white, stage:i, alive, 617 days	25.6
TCGA-B0-5077-01A	77 years, male, white, stage:i, dead, 1317 days	25.6
TCGA-BP-4162-01A	65 years, female, white, stage:i, alive, 3074 days	25.6
TCGA-HE-A5NH-01A	62 years, male, stage:i, alive, 791 days	25.6
TCGA-BP-4331-01A	52 years, male, white, stage:i, dead, 2454 days	25.6
TCGA-CZ-5463-01A	76 years, male, white, stage:ii, alive, 662 days	25.6
TCGA-KN-8428-01A	71 years, male, white, stage:ii, dead, 1590 days	25.5
TCGA-BP-4787-01A	59 years, female, white, stage:iv, dead, 480 days	25.5
TCGA-BQ-7053-01A	57 years, female, black or african american, stage:iii, alive, 1516 days	25.4
TCGA-CJ-4916-01A	69 years, female, white, stage:iii, alive, 1373 days	25.3
TCGA-CZ-5451-01A	74 years, male, white, stage:ii, alive, 1929 days	25.3
TCGA-CW-5583-01A	51 years, female, white, stage:i, alive, 2489 days	25.3
TCGA-BQ-5889-01A	63 years, male, white, stage:iv, dead, 329 days	25.2
TCGA-CJ-5689-01A	90 years, male, white, stage:i, dead, 1620 days	25.2
TCGA-BP-4972-01A	43 years, female, white, stage:iii, alive, 1502 days	25.2
TCGA-DV-A4W0-01A	55 years, male, black or african american, stage:i, alive, 2470 days	25.1
TCGA-EU-5906-01A	55 years, male, white, stage:i, alive, 206 days	25.1
TCGA-CZ-4857-01A	56 years, male, white, stage:iv, dead, 1432 days	25.0
TCGA-B0-4690-01A	65 years, male, white, stage:iv, dead, 43 days	25.0
TCGA-Y8-A8RZ-01A	55 years, male, white, stage:i, alive, 112 days	25.0
TCGA-B8-5165-01A	43 years, male, white, stage:i, alive, 737 days	24.8
TCGA-EU-5907-01A	81 years, male, white, stage:iii, alive, 127 days	24.8
TCGA-2Z-A9JP-01A	63 years, male, white, stage:i, alive, 893 days	24.7
TCGA-B2-5636-01A	79 years, male, white, stage:i, alive, 919 days	24.7
TCGA-BP-4801-01A	57 years, male, white, stage:i, alive, 1124 days	24.7
TCGA-B0-5402-01A	64 years, male, white, stage:iv, alive, 1290 days	24.6
TCGA-B4-5832-01A	65 years, male, white, stage:iii, alive, 155 days	24.6
TCGA-B0-4814-01A	58 years, male, white, stage:iv, dead, 168 days	24.4
TCGA-UZ-A9PU-01A	77 years, male, white, stage:i, dead, 933 days	24.4
TCGA-BP-4173-01A	47 years, male, white, stage:ii, alive, 1893 days	24.4
TCGA-B8-4151-01A	51 years, female, white, stage:iii, alive, 1299 days	24.3
TCGA-B3-8121-01A	48 years, female, black or african american, stage:i, alive, 379 days	24.3
TCGA-A3-3357-01A	62 years, male, white, stage:ii, alive, 2688 days	24.3
TCGA-BP-4338-01A	43 years, male, white, stage:i, alive, 2859 days	24.3
TCGA-B8-A54D-01A	69 years, male, black or african american, stage:iii, alive, 830 days	24.2
TCGA-CW-6087-01A	61 years, male, white, stage:iv, dead, 41 days	24.1
TCGA-A3-3329-01A	75 years, male, white, stage:i, alive, 1624 days	24.1
TCGA-CZ-5989-01A	60 years, male, white, stage:ii, alive, 1905 days	24.1
TCGA-A4-A5Y1-01A	75 years, male, white, stage:iii, dead, 395 days	24.1
TCGA-G7-6795-01A	56 years, male, white, stage:i, alive, 1194 days	24.1
TCGA-5P-A9JV-01A	49 years, male, white, alive, 2043 days	24.0
TCGA-AK-3456-01A	48 years, male, black or african american, stage:ii, alive, 1143 days	24.0
TCGA-HE-A5NI-01A	73 years, male, stage:i, alive, 360 days	24.0
TCGA-CJ-4638-01A	46 years, female, white, stage:iv, dead, 431 days	24.0
TCGA-BP-4991-01A	54 years, male, white, stage:i, alive, 1413 days	23.9
TCGA-BP-5191-01A	80 years, male, white, stage:iii, alive, 967 days	23.9
TCGA-AL-3466-01A	41 years, male, white, stage:iv, dead, 293 days	23.9
TCGA-B9-A69E-01A	71 years, male, white, stage:iii, alive, 452 days	23.8
TCGA-Y8-A896-01A	62 years, male, white, stage:iii, alive, 567 days	23.8
TCGA-B0-5705-01A	65 years, female, white, stage:i, alive, 4537 days	23.8
TCGA-4A-A93Y-01A	63 years, female, black or african american, stage:ii, alive, 352 days	23.8
TCGA-BP-4160-01A	67 years, male, white, stage:iii, alive, 2881 days	23.8
TCGA-AK-3445-01A	69 years, male, white, stage:iii, alive, 2392 days	23.7
TCGA-BP-4784-01A	67 years, female, white, stage:i, alive, 1854 days	23.7
TCGA-A3-3372-01A	64 years, male, white, stage:iii, alive, 735 days	23.6
TCGA-DV-5566-01A	67 years, female, white, stage:i, alive, 1398 days	23.6
TCGA-BP-4164-01A	51 years, female, white, stage:iii, dead, 992 days	23.5
TCGA-BP-5181-01A	58 years, female, white, stage:i, alive, 1495 days	23.5
TCGA-CJ-4908-01A	38 years, male, white, stage:i, alive, 1531 days	23.4
TCGA-B0-4815-01A	65 years, male, white, stage:iii, dead, 1588 days	23.4
TCGA-B2-A4SR-01A	62 years, male, black or african american, stage:ii, alive, 507 days	23.3
TCGA-CJ-4893-01A	76 years, female, white, stage:i, alive, 750 days	23.2
TCGA-CZ-5459-01A	63 years, male, white, stage:iii, alive, 1683 days	23.2
TCGA-CJ-4912-01A	61 years, male, white, stage:ii, alive, 1657 days	23.1
TCGA-BP-5168-01A	75 years, male, white, stage:i, dead, 1463 days	23.1
TCGA-BP-4970-01A	44 years, male, asian, stage:iii, alive, 433 days	23.0
TCGA-CJ-4639-01A	49 years, female, white, stage:ii, alive, 3229 days	22.9
TCGA-CW-5589-01A	52 years, male, white, stage:i, alive, 2378 days	22.8
TCGA-AK-3436-01A	40 years, male, white, stage:iv, alive, 3331 days	22.7
TCGA-A3-3349-01A	34 years, female, white, stage:i, alive, 1385 days	22.7
TCGA-BP-4766-01A	43 years, female, white, stage:i, alive, 1462 days	22.7
TCGA-CJ-4643-01A	67 years, female, white, stage:ii, alive, 1793 days	22.6
TCGA-CW-5587-01A	62 years, female, white, stage:iii, alive, 2226 days	22.6
TCGA-BP-4974-01A	58 years, male, white, stage:iv, dead, 211 days	22.4
TCGA-BP-4989-01A	58 years, male, white, stage:iii, alive, 118 days	22.4
TCGA-B0-4848-01A	54 years, male, white, stage:iii, dead, 883 days	22.3
TCGA-CZ-5470-01A	72 years, female, stage:ii, alive, 386 days	22.3
TCGA-B0-5400-01A	59 years, female, white, stage:iii, alive, 1733 days	22.2
TCGA-Q2-A5QZ-01A	61 years, female, black or african american, stage:iii, alive, 428 days	22.1
TCGA-AK-3425-01A	68 years, male, white, stage:i, alive, 3343 days	22.1
TCGA-CJ-4902-01A	61 years, male, white, stage:iii, alive, 1520 days	22.1
TCGA-CJ-4900-01A	69 years, female, white, stage:iv, dead, 1714 days	22.1
TCGA-A3-3311-01A	58 years, male, stage:i, dead, 1191 days	22.0
TCGA-CJ-4881-01A	41 years, male, white, stage:iii, alive, 2014 days	22.0
TCGA-B2-4101-01A	52 years, male, white, stage:ii, alive, 648 days	21.9
TCGA-BP-4335-01A	65 years, female, white, stage:iv, dead, 475 days	21.9
TCGA-A3-3316-01A	57 years, male, white, stage:ii, alive, 1493 days	21.9
TCGA-B1-A47N-01A	62 years, male, white, stage:i, alive, 1110 days	21.8
TCGA-B8-A54G-01A	50 years, male, black or african american, stage:i, alive, 53 days	21.8
TCGA-BP-4349-01A	68 years, female, white, stage:i, alive, 372 days	21.7
TCGA-A4-8515-01A	47 years, male, american indian or alaska native, stage:i, alive, 709 days	21.7
TCGA-CJ-4640-01A	49 years, male, white, stage:iii, alive, 3480 days	21.7
TCGA-CZ-5454-01A	63 years, male, white, stage:iv, dead, 722 days	21.6
TCGA-B0-5711-01A	50 years, male, white, stage:iii, alive, 3989 days	21.6
TCGA-B8-5545-01A	42 years, male, black or african american, stage:i, alive, 1525 days	21.6
TCGA-B8-4622-01A	57 years, male, white, stage:iv, alive, 1525 days	21.6
TCGA-B0-5110-01A	71 years, female, white, stage:i, alive, 2009 days	21.5
TCGA-B0-4691-01A	55 years, male, white, stage:iv, dead, 139 days	21.5
TCGA-B0-5693-01A	47 years, female, white, stage:i, alive, 4074 days	21.5
TCGA-AK-3431-01A	62 years, female, white, stage:ii, dead, 2241 days	21.5
TCGA-A4-A57E-01A	59 years, male, white, stage:iv, dead, 258 days	21.4
TCGA-HE-7129-01A	male, stage:ii, alive, 2492 days	21.4
TCGA-CW-5580-01A	73 years, female, white, stage:iv, dead, 1964 days	21.4
TCGA-CW-6088-01A	60 years, male, white, stage:i, alive, 3222 days	21.3
TCGA-BP-4775-01A	55 years, female, white, stage:i, alive, 1843 days	21.3
TCGA-BP-4158-01A	69 years, male, white, stage:i, alive, 3377 days	21.3
TCGA-CJ-6028-01A	58 years, male, white, stage:iv, dead, 1625 days	21.3
TCGA-BP-5006-01A	61 years, male, white, stage:i, alive, 840 days	21.2
TCGA-BP-5174-01A	45 years, female, white, stage:i, alive, 2257 days	21.2
TCGA-B0-5706-01A	45 years, male, white, stage:ii, alive, 3205 days	21.2
TCGA-CJ-4892-01A	65 years, female, white, stage:i, alive, 1521 days	21.2
TCGA-CJ-4636-01A	51 years, male, white, stage:iii, alive, 1924 days	21.2
TCGA-BP-4347-01A	74 years, male, white, stage:iii, alive, 1367 days	21.1
TCGA-B9-4115-01A	53 years, male, black or african american, stage:i, alive, 803 days	21.0
TCGA-B0-5692-01A	66 years, female, white, stage:iii, alive, 3944 days	21.0
TCGA-CJ-4890-01A	72 years, male, white, stage:iv, alive, 3519 days	20.9
TCGA-CJ-5683-01A	78 years, male, white, stage:i, alive, 1889 days	20.9
TCGA-BP-4963-01A	64 years, male, white, stage:i, alive, 1834 days	20.9
TCGA-BP-4326-01A	53 years, female, white, stage:i, dead, 1625 days	20.9
TCGA-BP-4341-01A	67 years, male, white, stage:iii, dead, 1589 days	20.9
TCGA-B8-A54I-01A	48 years, male, black or african american, stage:i, alive, 150 days	20.9
TCGA-B8-4620-01A	70 years, female, white, stage:iii, alive, 777 days	20.9
TCGA-G7-6796-01A	58 years, male, white, stage:i, alive, 2173 days	20.9
TCGA-CJ-5675-01A	70 years, male, white, stage:ii, alive, 3936 days	20.9
TCGA-CJ-4885-01A	64 years, male, white, stage:iv, alive, 3451 days	20.8
TCGA-CJ-4874-01A	73 years, female, white, stage:i, alive, 2283 days	20.8
TCGA-BP-4330-01A	60 years, female, black or african american, stage:iii, alive, 1888 days	20.8
TCGA-BP-4969-01A	63 years, female, white, stage:i, alive, 1794 days	20.8
TCGA-UZ-A9PV-01A	65 years, male, white, stage:i, alive, 1444 days	20.8
TCGA-B4-5836-01A	61 years, female, white, stage:i, alive, 141 days	20.8
TCGA-CJ-4634-01A	60 years, female, white, stage:i, alive, 3498 days	20.7
TCGA-BP-5173-01A	75 years, male, white, stage:i, dead, 62 days	20.7
TCGA-A3-3351-01A	42 years, male, white, stage:ii, alive, 910 days	20.7
TCGA-B9-5155-01A	71 years, male, white, stage:iii, alive, 665 days	20.7
TCGA-BP-4761-01A	57 years, male, white, stage:iii, alive, 182 days	20.6
TCGA-SX-A7SL-01A	74 years, male, stage:i, alive, 823 days	20.6
TCGA-B8-5550-01A	71 years, male, white, stage:iii, alive, 1476 days	20.5
TCGA-SX-A7SN-01A	52 years, male, white, stage:i, alive, 578 days	20.5
TCGA-DW-5560-01A	38 years, female, white, stage:i, alive, 1486 days	20.5
TCGA-A3-3358-01A	57 years, female, white, stage:i, alive, 1307 days	20.5
TCGA-BP-4337-01A	76 years, female, white, stage:iii, dead, 2 days	20.5
TCGA-CZ-5453-01A	67 years, male, white, stage:ii, dead, 2419 days	20.5
TCGA-BP-4354-01A	41 years, male, white, stage:iv, dead, 1034 days	20.4
TCGA-BP-4975-01A	40 years, male, white, stage:i, alive, 1433 days	20.4
TCGA-BP-4797-01A	34 years, male, white, stage:iii, alive, 1107 days	20.4
TCGA-BP-5176-01A	78 years, female, white, stage:i, dead, 1590 days	20.4
TCGA-DV-5569-01A	29 years, female, white, stage:i, alive, 355 days	20.4
TCGA-BP-4959-01A	49 years, male, white, stage:i, alive, 2660 days	20.4
TCGA-CJ-5678-01A	62 years, male, black or african american, stage:iv, dead, 574 days	20.4
TCGA-CZ-5984-01A	51 years, male, white, stage:i, alive, 2067 days	20.3
TCGA-B8-5159-01A	61 years, female, white, stage:i, alive, 722 days	20.3
TCGA-BP-4998-01A	49 years, male, asian, stage:i, alive, 932 days	20.2
TCGA-CJ-4884-01A	72 years, female, white, stage:iii, alive, 1759 days	20.2
TCGA-B0-5102-01A	74 years, female, white, stage:i, dead, 2764 days	20.1
TCGA-A3-3313-01A	59 years, male, black or african american, stage:i, dead, 735 days	20.1
TCGA-DV-5574-01A	37 years, male, white, stage:i, alive, 2016 days	20.1
TCGA-CJ-4886-01A	43 years, female, white, stage:i, alive, 1952 days	20.1
TCGA-BP-4355-01A	59 years, female, white, stage:iii, dead, 953 days	20.1
TCGA-CW-5588-01A	78 years, female, white, stage:i, alive, 2017 days	20.0
TCGA-BP-4964-01A	55 years, female, white, stage:i, alive, 1862 days	20.0
TCGA-B4-5834-01A	59 years, male, white, stage:i, alive, 26 days	20.0
TCGA-B0-4818-01A	68 years, female, white, stage:ii, dead, 510 days	19.9
TCGA-B2-5633-01B	56 years, male, white, stage:i, alive, 963 days	19.9
TCGA-B0-5696-01A	70 years, male, white, stage:iii, alive, 2609 days	19.8
TCGA-A3-A8CQ-01A	59 years, female, black or african american, stage:i, alive, 3 days	19.8
TCGA-B8-A54H-01A	69 years, female, black or african american, stage:ii, alive, 256 days	19.8
TCGA-CJ-5684-01A	61 years, male, white, stage:iii, alive, 2231 days	19.8
TCGA-CJ-4918-01A	64 years, male, white, stage:iv, dead, 93 days	19.8
TCGA-B1-A654-01A	43 years, female, black or african american, stage:i, alive, 616 days	19.8
TCGA-CW-6093-01A	73 years, male, white, stage:i, alive, 3146 days	19.7
TCGA-MH-A562-01A	57 years, male, black or african american, stage:i, alive, 616 days	19.7
TCGA-BQ-7058-01A	81 years, male, white, stage:iii, dead, 343 days	19.7
TCGA-B1-A47M-01A	79 years, male, black or african american, stage:iii, alive, 659 days	19.6
TCGA-BP-4169-01A	76 years, female, white, stage:ii, dead, 701 days	19.6
TCGA-BP-5178-01A	71 years, male, white, stage:iv, dead, 1912 days	19.6
TCGA-AK-3429-01A	54 years, female, white, stage:ii, alive, 3328 days	19.6
TCGA-CZ-4865-01A	70 years, female, white, stage:i, dead, 166 days	19.5
TCGA-A3-A6NL-01A	49 years, female, black or african american, stage:i, alive, 689 days	19.4
TCGA-B2-5635-01A	74 years, male, white, stage:i, alive, 755 days	19.4
TCGA-BQ-5886-01A	75 years, male, white, stage:iii, alive, 792 days	19.4
TCGA-B2-5641-01A	79 years, male, white, stage:i, alive, 656 days	19.4
TCGA-B0-5081-01A	80 years, female, white, stage:iii, dead, 362 days	19.3
TCGA-B0-5710-01A	57 years, male, white, stage:i, alive, 2430 days	19.3
TCGA-BP-4804-01A	59 years, male, white, stage:i, alive, 1459 days	19.3
TCGA-BP-4973-01A	47 years, male, white, stage:iii, alive, 1384 days	19.3
TCGA-B8-4148-01A	63 years, female, white, stage:i, alive, 1520 days	19.2
TCGA-B0-5709-01A	62 years, female, white, stage:iii, alive, 3974 days	19.2
TCGA-DV-5575-01A	52 years, female, white, stage:i, alive, 1729 days	19.1
TCGA-BP-4346-01A	57 years, male, white, stage:iii, dead, 1493 days	19.0
TCGA-2Z-A9JQ-01A	66 years, male, white, stage:i, alive, 778 days	19.0
TCGA-BP-4353-01A	61 years, male, white, stage:i, dead, 375 days	18.9
TCGA-CZ-5465-01A	76 years, female, stage:iii, dead, 2564 days	18.8
TCGA-A3-3367-01A	72 years, male, white, stage:i, alive, 2270 days	18.8
TCGA-B0-5701-01A	65 years, male, white, stage:iii, alive, 2461 days	18.8
TCGA-BP-5186-01A	50 years, female, white, stage:i, alive, 693 days	18.8
TCGA-MM-A84U-01A	58 years, female, black or african american, stage:i, alive, 700 days	18.7
TCGA-B0-4849-01A	51 years, male, white, stage:iii, dead, 69 days	18.7
TCGA-BP-5187-01A	54 years, male, white, stage:i, alive, 406 days	18.7
TCGA-A3-A6NN-01A	78 years, male, black or african american, stage:i, alive, 3 days	18.7
TCGA-BP-4332-01A	36 years, male, white, stage:iii, alive, 1133 days	18.6
TCGA-CZ-4861-01A	63 years, male, white, stage:ii, dead, 446 days	18.6
TCGA-CJ-4644-01A	48 years, female, white, stage:iv, dead, 336 days	18.6
TCGA-B0-5698-01A	77 years, male, black or african american, stage:i, alive, 3631 days	18.6
TCGA-B0-5108-01A	54 years, male, white, stage:iii, alive, 1782 days	18.5
TCGA-CZ-5461-01A	52 years, male, white, stage:iv, dead, 330 days	18.5
TCGA-EU-5905-01A	67 years, female, white, stage:i, alive, 119 days	18.5
TCGA-5P-A9JU-01A	81 years, male, white, stage:iii, alive, 373 days	18.4
TCGA-B0-4712-01A	76 years, male, white, stage:iv, dead, 1337 days	18.4
TCGA-CJ-5672-01A	84 years, male, white, stage:i, dead, 2190 days	18.4
TCGA-B9-A44B-01A	70 years, male, black or african american, stage:iii, alive, 361 days	18.3
TCGA-BP-4351-01A	51 years, female, white, stage:iii, alive, 970 days	18.3
TCGA-B0-5694-01A	71 years, male, white, stage:iii, dead, 480 days	18.3
TCGA-CZ-5457-01A	62 years, male, white, stage:iii, alive, 2754 days	18.3
TCGA-G6-A5PC-01A	54 years, female, black or african american, stage:iv, dead, 242 days	18.3
TCGA-B0-4842-01A	74 years, female, white, stage:iii, dead, 1724 days	18.3
TCGA-BP-5194-01A	39 years, male, white, stage:i, alive, 408 days	18.2
TCGA-UZ-A9PZ-01A	65 years, male, white, stage:iii, alive, 657 days	18.2
TCGA-B0-5699-01A	53 years, male, white, stage:i, alive, 3841 days	18.2
TCGA-CZ-4862-01A	46 years, male, white, stage:i, alive, 3271 days	18.2
TCGA-A3-3343-01A	79 years, male, white, stage:ii, alive, 945 days	18.2
TCGA-BP-5182-01A	56 years, male, white, stage:i, alive, 1165 days	18.1
TCGA-CJ-4920-01A	64 years, female, white, stage:i, dead, 139 days	18.1
TCGA-BP-5189-01A	60 years, male, white, stage:i, dead, 822 days	18.1
TCGA-B8-5549-01A	53 years, male, white, stage:i, alive, 194 days	18.0
TCGA-A3-3325-01A	52 years, male, white, stage:i, dead, 1170 days	18.0
TCGA-BP-5195-01A	75 years, male, white, stage:i, alive, 749 days	18.0
TCGA-J7-8537-01A	37 years, female, asian, stage:iii, dead, 321 days	18.0
TCGA-BP-4762-01A	42 years, male, white, stage:i, dead, 1343 days	18.0
TCGA-CJ-4907-01A	58 years, male, white, stage:iii, alive, 1499 days	18.0
TCGA-CJ-5677-01A	54 years, female, white, stage:iv, dead, 782 days	18.0
TCGA-BP-4163-01A	60 years, female, white, stage:iii, alive, 2839 days	18.0
TCGA-T7-A92I-01A	47 years, female, black or african american, stage:i, alive, 356 days	18.0
TCGA-BP-5201-01A	63 years, male, white, stage:iv, alive, 951 days	18.0
TCGA-CW-5584-01A	74 years, male, white, stage:iii, dead, 164 days	18.0
TCGA-2Z-A9J7-01A	63 years, male, white, stage:iv, dead, 139 days	17.9
TCGA-A3-3376-01A	51 years, male, black or african american, stage:i, dead, 1696 days	17.9
TCGA-MM-A563-01A	41 years, male, black or african american, alive, 591 days	17.8
TCGA-B0-4816-01A	49 years, male, white, stage:ii, dead, 1371 days	17.8
TCGA-B0-5115-01A	43 years, male, white, stage:iv, alive, 1604 days	17.8
TCGA-EV-5903-01A	57 years, male, white, stage:i, alive, 757 days	17.7
TCGA-BP-4790-01A	76 years, male, white, stage:i, dead, 1111 days	17.7
TCGA-BP-4981-01A	75 years, female, white, stage:iii, dead, 1097 days	17.7
TCGA-BQ-5888-01A	74 years, female, white, stage:i, alive, 403 days	17.7
TCGA-CJ-4888-01A	59 years, male, white, stage:iv, dead, 1567 days	17.7
TCGA-CZ-5469-01A	41 years, male, white, stage:ii, dead, 946 days	17.6
TCGA-AK-3434-01A	72 years, male, white, stage:i, alive, 2087 days	17.6
TCGA-CJ-5679-01A	73 years, male, white, stage:iii, dead, 679 days	17.6
TCGA-CJ-4889-01A	63 years, female, white, stage:i, alive, 1946 days	17.5
TCGA-CJ-6030-01A	66 years, male, white, stage:i, dead, 2299 days	17.5
TCGA-A3-3326-01A	47 years, male, white, stage:i, alive, 1137 days	17.5
TCGA-UZ-A9Q0-01A	60 years, male, white, stage:i, alive, 3368 days	17.5
TCGA-GL-6846-01A	52 years, male, white, stage:iv, alive, 5925 days	17.5
TCGA-B0-5107-01A	65 years, female, white, stage:iv, dead, 927 days	17.4
TCGA-HE-A5NJ-01A	58 years, male, alive, 1726 days	17.4
TCGA-CW-5590-01A	51 years, male, white, stage:iv, dead, 1075 days	17.3
TCGA-B4-5838-01A	52 years, male, white, alive, 166 days	17.3
TCGA-BQ-7056-01A	75 years, female, white, stage:iii, alive, 612 days	17.3
TCGA-B0-4827-01A	77 years, female, white, stage:iii, dead, 885 days	17.2
TCGA-B8-A8YJ-01A	60 years, female, black or african american, stage:i, alive, 431 days	17.2
TCGA-B8-4153-01B	74 years, male, white, stage:iii, alive, 762 days	17.1
TCGA-BP-4327-01A	75 years, female, white, stage:ii, dead, 109 days	17.1
TCGA-B0-4694-01A	72 years, male, white, stage:iii, dead, 106 days	17.1
TCGA-CJ-4897-01A	79 years, female, white, stage:iii, alive, 3341 days	17.1
TCGA-CJ-4873-01A	85 years, female, white, stage:iii, alive, 2259 days	17.0
TCGA-CJ-6033-01A	54 years, female, white, stage:iv, dead, 224 days	16.9
TCGA-AK-3428-01A	62 years, male, white, stage:iii, alive, 3728 days	16.9
TCGA-G7-7501-01A	55 years, female, black or african american, stage:iii, dead, 624 days	16.8
TCGA-CJ-4869-01A	49 years, male, white, stage:iii, alive, 2554 days	16.7
TCGA-B0-5106-01A	64 years, male, white, stage:i, dead, 1598 days	16.7
TCGA-BP-4343-01A	64 years, male, white, stage:iii, dead, 1912 days	16.7
TCGA-A3-3378-01A	60 years, male, white, stage:i, alive, 630 days	16.7
TCGA-B4-5843-01A	45 years, male, white, stage:i, alive, 11 days	16.6
TCGA-BP-4967-01A	76 years, male, white, stage:iii, alive, 205 days	16.6
TCGA-B0-5095-01A	81 years, male, white, stage:iii, dead, 245 days	16.6
TCGA-B0-5812-01A	53 years, male, white, stage:i, alive, 3834 days	16.6
TCGA-BP-4161-01A	74 years, male, white, stage:i, alive, 2746 days	16.6
TCGA-B0-4837-01A	63 years, male, white, stage:i, dead, 1378 days	16.6
TCGA-BP-5198-01A	72 years, male, white, stage:iii, alive, 603 days	16.5
TCGA-A3-3385-01A	46 years, female, white, stage:i, alive, 1993 days	16.4
TCGA-BP-4170-01A	72 years, female, white, stage:i, dead, 2343 days	16.4
TCGA-BP-4329-01A	75 years, male, white, stage:iii, dead, 845 days	16.4
TCGA-CJ-4870-01A	58 years, female, black or african american, stage:iii, alive, 1498 days	16.4
TCGA-B0-4833-01A	82 years, female, white, stage:i, dead, 2386 days	16.4
TCGA-A3-3322-01A	51 years, male, white, stage:i, alive, 1478 days	16.3
TCGA-CJ-6031-01A	54 years, male, white, stage:i, alive, 1906 days	16.3
TCGA-BP-4763-01A	79 years, female, white, stage:i, dead, 1270 days	16.2
TCGA-2Z-A9JJ-01A	69 years, female, white, stage:i, alive, 1213 days	16.2
TCGA-B0-4824-01A	49 years, female, white, stage:i, dead, 1657 days	16.2
TCGA-CZ-5982-01A	59 years, female, white, stage:i, alive, 2439 days	16.2
TCGA-CJ-4635-01A	48 years, male, white, stage:i, alive, 1416 days	16.2
TCGA-BP-4781-01A	78 years, male, white, stage:i, alive, 2080 days	16.1
TCGA-CJ-4895-01A	62 years, male, white, stage:iv, dead, 1200 days	16.1
TCGA-BP-4166-01A	69 years, male, white, stage:iii, alive, 13 days	16.1
TCGA-CJ-4894-01A	58 years, male, white, stage:iii, dead, 841 days	16.0
TCGA-BP-4961-01A	47 years, male, white, stage:i, alive, 1935 days	15.9
TCGA-B8-5162-01A	63 years, male, white, stage:ii, alive, 36 days	15.8
TCGA-BQ-5881-01A	69 years, male, white, stage:i, alive, 1454 days	15.8
TCGA-BP-4983-01A	67 years, female, asian, stage:iii, alive, 1413 days	15.8
TCGA-B0-5121-01A	56 years, male, white, stage:i, alive, 1485 days	15.6
TCGA-CZ-5988-01A	38 years, male, white, stage:i, alive, 693 days	15.6
TCGA-A3-3346-01A	68 years, male, white, stage:i, dead, 137 days	15.6
TCGA-BP-5183-01A	57 years, male, white, stage:iii, alive, 1291 days	15.5
TCGA-WN-A9G9-01A	male, white, stage:i, alive, 791 days	15.5
TCGA-B0-4847-01A	60 years, male, white, stage:iv, dead, 793 days	15.5
TCGA-BP-5180-01A	53 years, male, white, stage:i, alive, 2263 days	15.2
TCGA-CJ-4882-01A	57 years, male, black or african american, stage:iii, alive, 1883 days	15.1
TCGA-B0-5096-01A	72 years, female, white, stage:iii, dead, 68 days	14.9
TCGA-BP-4776-01A	52 years, male, white, stage:i, alive, 411 days	14.8
TCGA-BP-4803-01A	79 years, male, white, stage:iii, alive, 204 days	14.8
TCGA-CJ-5671-01A	51 years, male, white, stage:i, alive, 3987 days	14.8
TCGA-CZ-4860-01A	60 years, male, white, stage:iv, dead, 206 days	14.7
TCGA-B0-5690-01A	53 years, female, white, stage:i, alive, 3392 days	14.7
TCGA-BP-5199-01A	58 years, male, white, stage:ii, alive, 1355 days	14.7
TCGA-A3-3308-01A	77 years, female, white, stage:iii, alive, 16 days	14.6
TCGA-BP-4165-01A	64 years, female, white, stage:i, alive, 3037 days	14.6
TCGA-BP-4789-01A	48 years, male, white, stage:i, alive, 1489 days	14.6
TCGA-B0-5116-01A	53 years, male, white, stage:iii, alive, 1274 days	14.6
TCGA-CJ-4891-01A	57 years, female, white, stage:iii, dead, 819 days	14.6
TCGA-BP-4167-01A	60 years, male, white, stage:iii, alive, 2718 days	14.6
TCGA-AK-3451-01A	48 years, male, white, stage:ii, alive, 2868 days	14.6
TCGA-CZ-5468-01A	84 years, male, white, stage:iv, dead, 59 days	14.5
TCGA-BP-5177-01A	46 years, female, white, stage:i, alive, 293 days	14.5
TCGA-B0-5399-01A	46 years, male, white, stage:i, alive, 1411 days	14.4
TCGA-BP-5170-01A	55 years, male, white, stage:i, alive, 2412 days	14.4
TCGA-CZ-5460-01A	55 years, male, white, stage:iv, alive, 2873 days	14.3
TCGA-B0-4707-01A	63 years, male, white, stage:iii, dead, 600 days	14.3
TCGA-AK-3453-01A	58 years, female, white, stage:ii, alive, 2531 days	14.3
TCGA-CJ-4871-01A	63 years, male, white, stage:iv, alive, 2423 days	14.2
TCGA-5P-A9K2-01A	62 years, male, white, alive, 2392 days	14.2
TCGA-A3-3323-01A	53 years, male, white, stage:i, alive, 1106 days	14.2
TCGA-BP-4960-01A	46 years, male, white, stage:ii, alive, 2172 days	14.2
TCGA-CJ-5682-01A	60 years, male, white, stage:iv, alive, 3736 days	14.1
TCGA-B0-4703-01A	51 years, male, white, stage:iv, dead, 182 days	14.1
TCGA-BP-4758-01A	40 years, male, white, stage:i, alive, 2208 days	14.1
TCGA-B0-5080-01A	63 years, male, white, stage:iv, dead, 342 days	14.0
TCGA-B8-5163-01A	63 years, female, white, stage:iii, alive, 822 days	13.9
TCGA-CJ-4868-01A	42 years, male, white, stage:iv, dead, 646 days	13.8
TCGA-BP-5184-01A	54 years, male, white, stage:i, alive, 1133 days	13.8
TCGA-B0-4714-01A	81 years, male, white, stage:iv, dead, 99 days	13.7
TCGA-A4-8311-01A	60 years, male, white, stage:i, alive, 729 days	13.7
TCGA-B0-5085-01A	76 years, female, white, stage:iii, dead, 770 days	13.6
TCGA-CW-6090-01A	68 years, male, white, stage:i, alive, 2552 days	13.6
TCGA-BP-4968-01A	40 years, male, white, stage:i, alive, 1746 days	13.6
TCGA-BP-4987-01A	41 years, female, asian, stage:i, alive, 1124 days	13.3
TCGA-B8-5158-01A	56 years, male, white, stage:iii, alive, 1218 days	13.2
TCGA-CW-6097-01A	32 years, male, white, stage:iii, dead, 571 days	13.1
TCGA-B0-5703-01A	73 years, male, white, stage:i, alive, 2246 days	13.1
TCGA-B2-3924-01A	73 years, male, white, stage:i, alive, 1092 days	13.1
TCGA-BP-4971-01A	40 years, male, white, stage:iii, alive, 1487 days	13.1
TCGA-B0-4821-01A	68 years, female, asian, stage:iii, dead, 1230 days	13.1
TCGA-CZ-5452-01A	69 years, male, white, stage:ii, alive, 1789 days	12.9
TCGA-B0-4810-01A	47 years, male, white, stage:iii, dead, 478 days	12.9
TCGA-CJ-4875-01A	67 years, male, white, stage:iv, dead, 3554 days	12.7
TCGA-AK-3458-01A	48 years, male, white, stage:i, alive, 1168 days	12.7
TCGA-CJ-5676-01A	47 years, male, white, stage:iii, alive, 4067 days	12.6
TCGA-CJ-4872-01A	51 years, male, white, stage:i, alive, 326 days	12.6
TCGA-CJ-4905-01A	62 years, female, white, stage:i, alive, 1496 days	12.6
TCGA-G6-A8L6-01A	55 years, male, black or african american, stage:iv, dead, 313 days	12.5
TCGA-B2-4099-01A	83 years, male, white, stage:i, alive, 972 days	12.4
TCGA-BP-4771-01A	62 years, male, white, stage:iv, dead, 162 days	12.4
TCGA-SX-A7SU-01A	47 years, male, stage:i, alive, 1331 days	12.3
TCGA-CJ-4637-01A	52 years, female, white, stage:iv, dead, 2227 days	12.2
TCGA-DV-5565-01A	59 years, male, white, stage:i, alive, 1329 days	12.2
TCGA-CJ-4887-01A	48 years, male, white, stage:iv, dead, 932 days	12.0
TCGA-BP-5196-01A	54 years, male, white, stage:i, alive, 1018 days	12.0
TCGA-CJ-6027-01A	77 years, male, white, stage:i, dead, 3615 days	11.9
TCGA-B0-5702-01A	71 years, male, white, stage:i, alive, 2172 days	11.8
TCGA-B0-4822-01A	78 years, male, white, stage:ii, dead, 1111 days	11.8
TCGA-B0-4845-01A	70 years, male, white, stage:iv, dead, 1986 days	11.8
TCGA-B0-4839-01A	80 years, female, white, stage:i, dead, 1639 days	11.7
TCGA-B0-4700-01A	60 years, male, white, stage:iv, dead, 1980 days	11.6
TCGA-B8-5551-01A	65 years, female, black or african american, stage:i, alive, 16 days	11.5
TCGA-DV-5568-01A	26 years, male, white, stage:i, alive, 370 days	11.5
TCGA-AL-A5DJ-01A	55 years, female, white, stage:iii, dead, 1498 days	11.4
TCGA-BP-5001-01A	43 years, female, white, stage:i, alive, 1177 days	11.4
TCGA-BP-4798-01A	74 years, male, white, dead, 334 days	11.1
TCGA-G7-A8LB-01A	70 years, male, white, stage:iv, alive, 547 days	11.0
TCGA-B0-5100-01A	72 years, male, black or african american, stage:iii, dead, 1913 days	10.9
TCGA-B0-4844-01A	60 years, male, white, stage:iv, dead, 313 days	10.9
TCGA-BP-5000-01A	40 years, male, white, stage:i, alive, 563 days	10.9
TCGA-B0-4811-01A	48 years, male, white, stage:iii, dead, 1417 days	10.9
TCGA-AK-3454-01A	84 years, male, white, stage:i, alive, 874 days	10.8
TCGA-HE-7130-01A	female, stage:iii, alive, 1770 days	10.6
TCGA-G6-A8L7-01A	81 years, female, black or african american, stage:i, alive, 2133 days	10.6
TCGA-A3-3306-01A	67 years, male, white, stage:i, alive, 1120 days	10.5
TCGA-BP-5010-01A	63 years, male, white, stage:iii, dead, 878 days	10.4
TCGA-B0-4813-01A	68 years, male, white, stage:iii, dead, 18 days	10.4
TCGA-B8-4154-01A	73 years, female, white, stage:i, alive, 1380 days	10.2
TCGA-BP-4345-01A	62 years, male, white, stage:iii, alive, 1516 days	10.1
TCGA-KN-8427-01A	54 years, male, white, stage:iv, alive, 30 days	9.9
TCGA-P4-A5ED-01A	51 years, male, white, stage:i, alive, 2816 days	9.8
TCGA-B0-4697-01A	46 years, female, white, stage:iv, dead, 578 days	9.7
TCGA-B0-4706-01A	61 years, male, white, stage:iii, dead, 65 days	9.7
TCGA-A4-7287-01A	75 years, female, white, stage:i, dead, 597 days	9.6
TCGA-BP-4159-01A	70 years, male, white, stage:i, dead, 2601 days	9.4
TCGA-2Z-A9J3-01A	67 years, male, white, stage:ii, dead, 1771 days	9.3
TCGA-BP-5169-01A	70 years, male, white, stage:i, alive, 193 days	9.3
TCGA-B9-A8YI-01A	79 years, male, black or african american, stage:i, alive, 374 days	9.2
TCGA-MM-A564-01A	68 years, male, black or african american, stage:ii, alive, 607 days	9.2
TCGA-BP-5175-01A	60 years, male, white, stage:i, alive, 932 days	9.1
TCGA-BP-5185-01A	56 years, male, white, stage:i, alive, 1132 days	8.9
TCGA-B0-4841-01A	63 years, male, white, stage:iv, dead, 204 days	8.6
TCGA-B0-4843-01A	57 years, male, white, stage:iii, dead, 320 days	8.5
TCGA-B8-4143-01A	66 years, female, white, stage:iv, dead, 709 days	8.4
TCGA-B0-4836-01A	61 years, male, white, stage:iv, dead, 1238 days	8.2
TCGA-BP-4759-01A	50 years, male, white, stage:i, alive, 2372 days	8.1
TCGA-CJ-4642-01B	47 years, male, white, stage:ii, alive, 3205 days	8.1
TCGA-CZ-4858-01A	39 years, male, white, stage:ii, dead, 2105 days	7.6
TCGA-BP-4992-01A	66 years, male, white, stage:i, alive, 501 days	7.5
TCGA-AK-3426-01A	37 years, male, white, stage:iii, dead, 885 days	7.5
TCGA-BP-4352-01A	74 years, female, white, stage:iv, dead, 344 days	7.4
TCGA-BP-4799-01A	70 years, male, white, stage:iii, dead, 1133 days	6.3
TCGA-KO-8404-01A	78 years, male, white, stage:iv, dead, 325 days	5.7
TCGA-B3-4104-01A	75 years, male, white, stage:ii, alive, 1049 days	5.0
TCGA-J7-A8I2-01A	75 years, male, asian, stage:i, alive, 307 days	3.5
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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 HPA051386
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