Expression of WFDC2 in renal cancer - The Human Protein Atlas

KIDNEY RENAL PAPILLARY CELL CARCINOMA (KIRP) - Interactive survival scatter plotⁱ

The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.

The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".

Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.

Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.

& Survival analysisⁱ

Stage:

Survival analysis

Current cut offⁱ:
Best expression cut offⁱ: 318.23
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

373.1

Number of samples

285

Samples

Sample	Description	FPKM
TCGA-5P-A9KH-01A	77 years, male, white, alive, 2051 days	2401.5
TCGA-MH-A562-01A	57 years, male, black or african american, stage:i, alive, 616 days	2155.7
TCGA-P4-A5ED-01A	51 years, male, white, stage:i, alive, 2816 days	1638.8
TCGA-DW-7841-01A	61 years, male, black or african american, stage:i, alive, 445 days	1618.2
TCGA-F9-A7VF-01A	75 years, female, white, stage:i, alive, 73 days	1600.1
TCGA-5P-A9K4-01A	54 years, male, white, alive, 2184 days	1528.8
TCGA-5P-A9JY-01A	79 years, male, white, dead, 1508 days	1496.4
TCGA-B1-A47M-01A	79 years, male, black or african american, stage:iii, alive, 659 days	1337.8
TCGA-Y8-A895-01A	74 years, male, white, stage:i, alive, 484 days	1194.3
TCGA-A4-7828-01A	74 years, female, black or african american, stage:i, alive, 238 days	1186.7
TCGA-B1-A654-01A	43 years, female, black or african american, stage:i, alive, 616 days	1182.5
TCGA-2Z-A9JM-01A	28 years, male, white, stage:i, alive, 934 days	1179.2
TCGA-2Z-A9J1-01A	71 years, male, white, stage:i, alive, 2298 days	1175.3
TCGA-UZ-A9PZ-01A	65 years, male, white, stage:iii, alive, 657 days	1173.2
TCGA-B9-4115-01A	53 years, male, black or african american, stage:i, alive, 803 days	1166.7
TCGA-2Z-A9JJ-01A	69 years, female, white, stage:i, alive, 1213 days	1146.8
TCGA-BQ-7045-01A	78 years, male, black or african american, stage:i, dead, 1468 days	976.1
TCGA-A4-8312-01A	60 years, male, black or african american, stage:i, alive, 708 days	924.2
TCGA-4A-A93W-01A	66 years, female, white, stage:i, alive, 4 days	909.0
TCGA-2Z-A9JT-01A	71 years, male, white, stage:i, alive, 684 days	908.8
TCGA-2Z-A9JQ-01A	66 years, male, white, stage:i, alive, 778 days	907.4
TCGA-B1-A47O-01A	54 years, female, white, stage:i, alive, 842 days	891.0
TCGA-2Z-A9JN-01A	50 years, female, black or african american, stage:i, alive, 740 days	883.4
TCGA-A4-A6HP-01A	66 years, male, white, stage:i, alive, 379 days	862.4
TCGA-DW-7837-01A	43 years, male, black or african american, stage:i, alive, 1142 days	838.0
TCGA-DW-5561-01A	51 years, male, black or african american, stage:i, alive, 414 days	836.3
TCGA-2Z-A9JS-01A	74 years, male, white, stage:i, dead, 492 days	829.5
TCGA-UZ-A9PM-01A	62 years, male, white, stage:ii, alive, 3811 days	824.1
TCGA-O9-A75Z-01A	44 years, male, white, stage:i, alive, 471 days	818.4
TCGA-BQ-7046-01A	61 years, male, white, stage:i, alive, 2948 days	816.8
TCGA-Y8-A898-01A	69 years, male, white, stage:i, alive, 475 days	816.4
TCGA-G7-A4TM-01A	41 years, male, black or african american, stage:i, alive, 768 days	815.9
TCGA-SX-A7SN-01A	52 years, male, white, stage:i, alive, 578 days	814.4
TCGA-SX-A7SU-01A	47 years, male, stage:i, alive, 1331 days	797.4
TCGA-A4-8311-01A	60 years, male, white, stage:i, alive, 729 days	796.6
TCGA-2Z-A9J9-01A	77 years, male, black or african american, stage:i, alive, 2294 days	749.4
TCGA-B1-A47N-01A	62 years, male, white, stage:i, alive, 1110 days	727.0
TCGA-A4-A5DU-01A	45 years, female, white, stage:i, alive, 496 days	725.4
TCGA-5P-A9KF-01A	53 years, male, white, alive, 845 days	724.2
TCGA-GL-A9DD-01A	69 years, male, white, stage:i, alive, 341 days	718.3
TCGA-MH-A55Z-01A	65 years, male, black or african american, stage:i, alive, 845 days	716.9
TCGA-2Z-A9J5-01A	80 years, male, white, stage:ii, alive, 3050 days	706.9
TCGA-5P-A9K2-01A	62 years, male, white, alive, 2392 days	692.1
TCGA-P4-A5E8-01A	57 years, male, white, stage:iii, dead, 1306 days	691.2
TCGA-IZ-A6M9-01A	63 years, male, white, stage:i, alive, 376 days	681.5
TCGA-A4-7732-01A	55 years, male, black or african american, alive, 582 days	666.4
TCGA-SX-A7SQ-01A	48 years, male, white, stage:i, alive, 1266 days	661.4
TCGA-B1-A657-01A	54 years, male, white, stage:i, alive, 641 days	660.4
TCGA-IZ-A6M8-01A	69 years, male, black or african american, stage:i, alive, 497 days	659.6
TCGA-5P-A9K0-01A	75 years, male, white, alive, 677 days	639.4
TCGA-EV-5903-01A	57 years, male, white, stage:i, alive, 757 days	637.1
TCGA-B9-A8YH-01A	52 years, male, black or african american, stage:i, alive, 532 days	628.1
TCGA-2Z-A9J7-01A	63 years, male, white, stage:iv, dead, 139 days	624.7
TCGA-IA-A83T-01A	80 years, male, white, dead, 2684 days	604.7
TCGA-DW-7838-01A	66 years, male, white, stage:i, alive, 744 days	596.0
TCGA-BQ-7062-01A	64 years, male, black or african american, stage:i, alive, 116 days	594.7
TCGA-SX-A7SP-01A	66 years, female, white, stage:i, dead, 496 days	589.9
TCGA-B9-A5W7-01A	47 years, male, black or african american, stage:i, alive, 585 days	572.4
TCGA-V9-A7HT-01A	67 years, male, black or african american, stage:ii, alive, 965 days	572.1
TCGA-UZ-A9Q0-01A	60 years, male, white, stage:i, alive, 3368 days	570.6
TCGA-A4-7915-01A	35 years, female, black or african american, stage:ii, alive, 7 days	552.8
TCGA-DW-7840-01A	60 years, male, black or african american, stage:i, alive, 114 days	552.2
TCGA-B9-7268-01A	59 years, male, white, stage:ii, alive, 671 days	545.5
TCGA-DW-7963-01B	43 years, male, black or african american, stage:i, alive, 1240 days	535.1
TCGA-5P-A9JZ-01A	51 years, female, white, alive, 2744 days	534.3
TCGA-BQ-5890-01A	69 years, male, white, stage:iii, alive, 233 days	526.5
TCGA-A4-8310-01A	58 years, male, white, stage:iii, alive, 780 days	525.0
TCGA-2Z-A9JR-01A	57 years, male, white, stage:i, alive, 161 days	521.2
TCGA-2Z-A9JE-01A	59 years, male, white, stage:i, alive, 1728 days	519.2
TCGA-PJ-A5Z9-01A	80 years, female, white, stage:i, alive, 540 days	518.5
TCGA-UZ-A9PX-01A	73 years, male, white, stage:i, alive, 1981 days	507.0
TCGA-KV-A6GE-01A	65 years, male, white, stage:i, alive, 885 days	503.1
TCGA-SX-A7SS-01A	67 years, male, white, stage:i, alive, 1615 days	501.9
TCGA-UZ-A9PU-01A	77 years, male, white, stage:i, dead, 933 days	501.7
TCGA-A4-7734-01A	53 years, female, white, stage:i, alive, 27 days	494.6
TCGA-2K-A9WE-01A	53 years, male, white, stage:ii, alive, 214 days	493.6
TCGA-BQ-5889-01A	63 years, male, white, stage:iv, dead, 329 days	493.0
TCGA-2Z-A9J6-01A	61 years, male, white, stage:i, alive, 1731 days	490.3
TCGA-2Z-A9JL-01A	47 years, male, black or african american, stage:i, alive, 1006 days	487.7
TCGA-G7-7502-01A	83 years, male, white, stage:i, alive, 786 days	485.0
TCGA-B3-8121-01A	48 years, female, black or african american, stage:i, alive, 379 days	477.0
TCGA-Y8-A8S0-01A	58 years, male, white, stage:i, alive, 183 days	474.5
TCGA-BQ-5893-01A	61 years, male, white, stage:iv, dead, 241 days	471.0
TCGA-MH-A561-01A	66 years, male, white, stage:i, alive, 841 days	465.7
TCGA-UZ-A9PK-01A	71 years, male, white, stage:i, alive, 3571 days	463.1
TCGA-J7-6720-01A	42 years, male, asian, stage:i, alive, 388 days	458.7
TCGA-DW-7834-01A	53 years, male, white, stage:i, alive, 3950 days	456.9
TCGA-2Z-A9JG-01A	64 years, male, white, stage:i, alive, 1662 days	456.2
TCGA-A4-7997-01A	67 years, male, white, stage:i, alive, 927 days	452.4
TCGA-SX-A71U-01A	57 years, male, white, stage:i, alive, 1357 days	449.8
TCGA-B1-7332-01A	61 years, female, black or african american, stage:ii, alive, 1141 days	449.3
TCGA-HE-A5NI-01A	73 years, male, stage:i, alive, 360 days	449.0
TCGA-A4-A5XZ-01A	65 years, female, white, stage:ii, alive, 479 days	442.5
TCGA-P4-A5E7-01A	74 years, female, white, stage:i, alive, 2649 days	438.3
TCGA-BQ-5894-01A	42 years, male, stage:iv, alive, 84 days	437.4
TCGA-UZ-A9PL-01A	59 years, male, white, stage:ii, alive, 3152 days	427.6
TCGA-DZ-6134-01A	69 years, male, white, stage:i, alive, 1856 days	426.2
TCGA-P4-A5EA-01A	54 years, female, white, stage:iii, dead, 201 days	425.3
TCGA-A4-7286-01A	42 years, male, white, alive, 554 days	425.1
TCGA-BQ-7051-01A	74 years, male, white, stage:ii, alive, 1533 days	424.9
TCGA-MH-A856-01A	54 years, male, white, stage:i, alive, 947 days	423.9
TCGA-GL-A59T-01A	46 years, male, white, stage:i, alive, 546 days	420.0
TCGA-DZ-6135-01A	45 years, male, stage:i, alive, 2269 days	416.3
TCGA-DW-7836-01A	55 years, male, white, stage:i, alive, 1093 days	415.5
TCGA-EV-5901-01A	47 years, female, white, stage:i, alive, 1040 days	408.0
TCGA-B9-4113-01A	64 years, male, black or african american, stage:i, dead, 1536 days	388.5
TCGA-B9-5156-01A	51 years, male, white, alive, 1338 days	385.0
TCGA-5P-A9KA-01A	61 years, male, white, alive, 395 days	384.7
TCGA-BQ-5888-01A	74 years, female, white, stage:i, alive, 403 days	383.5
TCGA-Y8-A8RY-01A	63 years, male, white, stage:i, alive, 769 days	383.5
TCGA-G7-A8LE-01A	62 years, male, white, stage:i, alive, 2453 days	379.4
TCGA-A4-8515-01A	47 years, male, american indian or alaska native, stage:i, alive, 709 days	373.8
TCGA-B9-4117-01A	48 years, female, black or african american, alive, 14 days	369.3
TCGA-HE-A5NL-01A	51 years, male, stage:i, alive, 767 days	364.6
TCGA-B9-4617-01A	41 years, male, black or african american, alive, 35 days	362.6
TCGA-KV-A6GD-01A	85 years, male, white, stage:i, alive, 560 days	361.8
TCGA-UZ-A9PR-01A	84 years, male, white, stage:i, alive, 2627 days	359.1
TCGA-SX-A7SL-01A	74 years, male, stage:i, alive, 823 days	353.0
TCGA-IA-A83V-01A	63 years, male, white, stage:i, dead, 2941 days	348.4
TCGA-HE-A5NH-01A	62 years, male, stage:i, alive, 791 days	346.5
TCGA-G7-6795-01A	56 years, male, white, stage:i, alive, 1194 days	345.6
TCGA-EV-5902-01A	58 years, male, white, stage:i, alive, 578 days	343.2
TCGA-2Z-A9JP-01A	63 years, male, white, stage:i, alive, 893 days	340.2
TCGA-SX-A71R-01A	51 years, male, white, stage:i, alive, 1457 days	339.6
TCGA-IA-A83W-01A	70 years, male, white, stage:i, dead, 2043 days	331.0
TCGA-B1-A656-01A	64 years, male, white, stage:i, alive, 618 days	328.7
TCGA-UZ-A9PV-01A	65 years, male, white, stage:i, alive, 1444 days	328.5
TCGA-5P-A9K6-01A	64 years, male, white, alive, 1914 days	328.3
TCGA-SX-A71W-01A	66 years, male, white, stage:i, alive, 1076 days	325.0
TCGA-BQ-5883-01A	79 years, female, black or african american, stage:i, alive, 1242 days	320.6
TCGA-Y8-A897-01A	68 years, female, white, stage:i, alive, 549 days	319.0
TCGA-A4-8516-01A	62 years, male, white, stage:iii, alive, 23 days	317.5
TCGA-P4-AAVL-01A	85 years, male, white, stage:iii, dead, 487 days	315.0
TCGA-UZ-A9PJ-01A	78 years, male, white, stage:i, dead, 797 days	312.2
TCGA-SX-A7SR-01A	66 years, male, white, stage:ii, alive, 805 days	305.5
TCGA-MH-A55W-01A	50 years, male, black or african american, stage:i, alive, 1043 days	301.5
TCGA-MH-A854-01A	62 years, female, black or african american, stage:i, alive, 536 days	301.0
TCGA-DW-5560-01A	38 years, female, white, stage:i, alive, 1486 days	296.2
TCGA-IA-A83S-01A	81 years, male, white, dead, 2609 days	290.3
TCGA-AT-A5NU-01A	77 years, male, white, stage:i, alive, 67 days	288.4
TCGA-UZ-A9PS-01A	62 years, female, black or african american, stage:ii, alive, 2167 days	288.2
TCGA-BQ-5891-01A	57 years, female, white, stage:iii, alive, 29 days	284.7
TCGA-BQ-7059-01A	71 years, male, white, stage:i, alive, 232 days	280.3
TCGA-G7-6797-01A	46 years, male, white, stage:iii, alive, 765 days	276.5
TCGA-G7-6792-01A	40 years, male, black or african american, stage:i, alive, 2765 days	276.3
TCGA-F9-A8NY-01A	38 years, female, asian, stage:iv, alive, 36 days	273.8
TCGA-BQ-7044-01A	73 years, male, white, stage:iii, alive, 3760 days	270.9
TCGA-DZ-6133-01A	66 years, female, white, stage:i, dead, 1557 days	265.3
TCGA-UZ-A9PN-01A	54 years, male, white, stage:iii, dead, 1136 days	259.7
TCGA-IA-A40U-01A	56 years, male, white, stage:iii, alive, 511 days	259.1
TCGA-B3-A6W5-01A	43 years, male, black or african american, stage:i, alive, 309 days	256.9
TCGA-Y8-A896-01A	62 years, male, white, stage:iii, alive, 567 days	254.4
TCGA-HE-7129-01A	male, stage:ii, alive, 2492 days	253.1
TCGA-G7-A8LB-01A	70 years, male, white, stage:iv, alive, 547 days	252.4
TCGA-AL-3472-01A	57 years, male, black or african american, alive, 2029 days	250.1
TCGA-BQ-7049-01A	45 years, female, white, stage:i, dead, 1364 days	250.1
TCGA-GL-A59R-01A	79 years, male, white, stage:iii, alive, 378 days	244.7
TCGA-BQ-7060-01A	53 years, male, american indian or alaska native, stage:i, alive, 214 days	242.2
TCGA-AL-7173-01A	72 years, female, white, stage:iv, alive, 2060 days	242.1
TCGA-A4-8630-01A	59 years, female, white, stage:i, alive, 436 days	233.9
TCGA-BQ-5886-01A	75 years, male, white, stage:iii, alive, 792 days	232.2
TCGA-2Z-A9J3-01A	67 years, male, white, stage:ii, dead, 1771 days	227.2
TCGA-A4-7996-01A	61 years, female, white, stage:i, alive, 506 days	222.4
TCGA-A4-A5Y1-01A	75 years, male, white, stage:iii, dead, 395 days	219.9
TCGA-B3-3925-01A	52 years, male, white, stage:iii, alive, 1029 days	216.0
TCGA-A4-A4ZT-01A	71 years, female, white, stage:i, alive, 516 days	215.8
TCGA-SX-A71S-01A	66 years, female, white, stage:i, alive, 1504 days	212.3
TCGA-B9-A5W9-01A	40 years, male, white, stage:i, alive, 5 days	209.0
TCGA-BQ-5881-01A	69 years, male, white, stage:i, alive, 1454 days	204.7
TCGA-UZ-A9PO-01A	80 years, male, white, stage:i, alive, 1911 days	203.4
TCGA-A4-7584-01A	59 years, male, black or african american, stage:i, alive, 650 days	201.8
TCGA-B9-5155-01A	71 years, male, white, stage:iii, alive, 665 days	200.3
TCGA-Q2-A5QZ-01A	61 years, female, black or african american, stage:iii, alive, 428 days	198.7
TCGA-P4-A5E6-01A	67 years, male, black or african american, stage:iii, alive, 3035 days	198.6
TCGA-BQ-5878-01A	79 years, female, white, stage:iii, alive, 1938 days	190.3
TCGA-5P-A9KE-01A	70 years, male, white, alive, 824 days	190.0
TCGA-IA-A40Y-01A	60 years, female, white, stage:iii, alive, 62 days	188.4
TCGA-A4-7287-01A	75 years, female, white, stage:i, dead, 597 days	184.5
TCGA-AL-3468-01A	74 years, male, white, stage:ii, dead, 2331 days	179.4
TCGA-DZ-6132-01A	69 years, male, stage:i, alive, 2460 days	172.5
TCGA-UZ-A9PP-01A	60 years, male, white, stage:i, alive, 3010 days	172.0
TCGA-GL-A9DC-01A	66 years, female, white, stage:i, alive, 392 days	171.5
TCGA-B3-4103-01A	56 years, male, white, stage:i, alive, 930 days	169.0
TCGA-G7-A8LD-01A	71 years, male, white, stage:iii, dead, 514 days	167.5
TCGA-5P-A9K3-01A	59 years, male, white, dead, 471 days	165.5
TCGA-B9-A5W8-01A	50 years, male, black or african american, stage:ii, alive, 524 days	164.9
TCGA-G7-6790-01A	57 years, male, white, stage:i, alive, 1575 days	163.1
TCGA-A4-7583-01A	60 years, male, black or african american, stage:i, alive, 3 days	160.6
TCGA-BQ-7055-01A	73 years, male, white, stage:i, alive, 799 days	157.0
TCGA-SX-A71V-01A	80 years, male, white, stage:i, alive, 876 days	153.0
TCGA-MH-A560-01A	62 years, male, white, stage:i, alive, 924 days	152.9
TCGA-B9-4116-01A	75 years, female, black or african american, alive, 627 days	148.0
TCGA-AL-A5DJ-01A	55 years, female, white, stage:iii, dead, 1498 days	146.0
TCGA-GL-7966-01A	28 years, female, white, stage:iii, alive, 112 days	144.0
TCGA-DW-7842-01A	52 years, male, white, stage:i, alive, 92 days	142.4
TCGA-A4-8517-01A	71 years, male, white, stage:i, alive, 597 days	139.2
TCGA-P4-AAVK-01A	74 years, male, white, stage:iii, alive, 1590 days	138.1
TCGA-BQ-5885-01A	63 years, male, white, stage:iii, alive, 921 days	134.1
TCGA-KV-A74V-01A	40 years, male, white, stage:i, alive, 347 days	130.1
TCGA-IZ-8196-01A	50 years, male, white, stage:i, alive, 649 days	130.1
TCGA-5P-A9JU-01A	81 years, male, white, stage:iii, alive, 373 days	129.6
TCGA-GL-7773-01A	63 years, male, white, stage:i, alive, 393 days	127.6
TCGA-BQ-7053-01A	57 years, female, black or african american, stage:iii, alive, 1516 days	125.0
TCGA-HE-A5NJ-01A	58 years, male, alive, 1726 days	123.9
TCGA-4A-A93X-01A	58 years, male, white, stage:iv, alive, 390 days	123.9
TCGA-MH-A857-01A	63 years, male, black or african american, stage:i, alive, 890 days	123.4
TCGA-5P-A9KC-01A	51 years, female, white, alive, 377 days	121.5
TCGA-BQ-5879-01A	32 years, female, white, stage:iii, dead, 697 days	117.7
TCGA-F9-A7Q0-01A	37 years, female, asian, stage:i, alive, 398 days	112.0
TCGA-GL-6846-01A	52 years, male, white, stage:iv, alive, 5925 days	111.7
TCGA-BQ-5876-01A	75 years, male, white, stage:i, alive, 586 days	110.6
TCGA-A4-A57E-01A	59 years, male, white, stage:iv, dead, 258 days	109.5
TCGA-MH-A855-01A	52 years, female, black or african american, stage:ii, alive, 369 days	105.2
TCGA-UZ-A9Q1-01A	88 years, female, white, stage:i, alive, 1562 days	103.8
TCGA-B9-A44B-01A	70 years, male, black or african american, stage:iii, alive, 361 days	103.4
TCGA-5P-A9K9-01A	59 years, female, white, dead, 589 days	100.9
TCGA-5P-A9JW-01A	64 years, male, white, alive, 3241 days	100.0
TCGA-HE-A5NF-01A	58 years, male, stage:i, alive, 2582 days	96.7
TCGA-UZ-A9PQ-01A	59 years, male, black or african american, stage:iii, dead, 2624 days	96.5
TCGA-A4-8518-01A	48 years, male, white, stage:i, alive, 600 days	90.5
TCGA-G7-A8LC-01A	61 years, male, white, stage:i, alive, 702 days	89.5
TCGA-G7-6789-01A	53 years, female, white, stage:iv, dead, 122 days	86.1
TCGA-P4-AAVO-01A	69 years, male, white, stage:i, alive, 2400 days	84.0
TCGA-AL-3473-01A	55 years, male, white, stage:ii, alive, 1906 days	83.4
TCGA-BQ-5880-01A	79 years, male, white, stage:iii, dead, 1314 days	82.6
TCGA-DW-7839-01A	58 years, female, white, stage:i, alive, 419 days	81.7
TCGA-G7-6796-01A	58 years, male, white, stage:i, alive, 2173 days	81.0
TCGA-A4-A5Y0-01A	61 years, female, white, stage:i, alive, 252 days	78.7
TCGA-BQ-7048-01A	64 years, male, white, stage:iii, alive, 2839 days	74.6
TCGA-2Z-A9JD-01A	66 years, male, white, stage:i, alive, 1060 days	73.1
TCGA-P4-A5EB-01A	83 years, male, white, stage:i, alive, 3015 days	70.0
TCGA-Y8-A8S1-01A	61 years, male, white, stage:i, alive, 404 days	69.7
TCGA-F9-A97G-01A	79 years, male, asian, stage:iii, alive, 13 days	69.4
TCGA-A4-A48D-01A	85 years, male, black or african american, stage:i, alive, 379 days	67.6
TCGA-2Z-A9J2-01A	71 years, female, white, stage:i, alive, 1795 days	66.9
TCGA-PJ-A5Z8-01A	60 years, female, white, stage:i, alive, 600 days	61.9
TCGA-5P-A9JV-01A	49 years, male, white, alive, 2043 days	59.9
TCGA-GL-A4EM-01A	62 years, male, white, stage:i, alive, 32 days	59.1
TCGA-J7-8537-01A	37 years, female, asian, stage:iii, dead, 321 days	58.8
TCGA-G7-6793-01A	60 years, female, white, stage:iv, dead, 336 days	58.1
TCGA-2Z-A9JK-01A	50 years, male, white, stage:iii, alive, 1186 days	58.0
TCGA-IZ-8195-01A	82 years, male, white, stage:ii, alive, 677 days	56.6
TCGA-AL-3471-01A	74 years, male, white, stage:i, dead, 1500 days	54.6
TCGA-2Z-A9J8-01A	50 years, male, white, stage:i, alive, 2790 days	52.4
TCGA-Y8-A894-01A	57 years, female, white, stage:i, alive, 567 days	51.7
TCGA-BQ-5875-01A	66 years, female, white, stage:iii, alive, 2639 days	47.9
TCGA-B1-5398-01A	73 years, male, white, stage:iii, alive, 1251 days	45.9
TCGA-A4-8098-01A	73 years, male, black or african american, stage:i, alive, 896 days	45.7
TCGA-AL-3466-01A	41 years, male, white, stage:iv, dead, 293 days	45.6
TCGA-SX-A7SM-01A	60 years, male, black or african american, stage:iv, dead, 363 days	39.7
TCGA-BQ-5892-01A	51 years, male, white, stage:i, alive, 364 days	39.3
TCGA-P4-AAVM-01A	69 years, male, white, stage:i, alive, 1539 days	38.4
TCGA-BQ-7061-01A	84 years, female, white, stage:i, alive, 218 days	37.9
TCGA-GL-8500-01A	63 years, male, white, stage:i, alive, 841 days	37.5
TCGA-HE-A5NK-01A	82 years, male, alive, 2228 days	37.2
TCGA-BQ-7050-01A	53 years, female, white, stage:i, alive, 1864 days	36.8
TCGA-F9-A4JJ-01A	35 years, female, black or african american, stage:iii, dead, 325 days	33.9
TCGA-BQ-5877-01A	60 years, male, black or african american, stage:iv, dead, 270 days	33.2
TCGA-Y8-A8RZ-01A	55 years, male, white, stage:i, alive, 112 days	30.5
TCGA-J7-A8I2-01A	75 years, male, asian, stage:i, alive, 307 days	29.7
TCGA-IA-A40X-01A	49 years, female, black or african american, stage:i, alive, 608 days	29.7
TCGA-UN-AAZ9-01A	76 years, female, black or african american, stage:i, alive, 548 days	29.0
TCGA-B3-3926-01A	59 years, female, white, stage:i, alive, 883 days	23.8
TCGA-BQ-5887-01A	54 years, male, white, stage:iii, alive, 771 days	23.6
TCGA-B3-4104-01A	75 years, male, white, stage:ii, alive, 1049 days	22.6
TCGA-2Z-A9JO-01A	56 years, female, black or african american, stage:i, alive, 949 days	22.4
TCGA-A4-7288-01A	71 years, female, white, alive, 1857 days	21.9
TCGA-B9-A69E-01A	71 years, male, white, stage:iii, alive, 452 days	21.2
TCGA-HE-7130-01A	female, stage:iii, alive, 1770 days	18.8
TCGA-5P-A9K8-01A	51 years, female, white, alive, 1309 days	17.4
TCGA-4A-A93Y-01A	63 years, female, black or african american, stage:ii, alive, 352 days	16.9
TCGA-G7-7501-01A	55 years, female, black or african american, stage:iii, dead, 624 days	14.2
TCGA-2Z-A9JI-01A	38 years, male, white, stage:iii, alive, 1567 days	12.2
TCGA-WN-AB4C-01A	female, white, stage:i, alive, 1188 days	10.7
TCGA-SX-A7SO-01A	64 years, male, white, stage:i, alive, 1257 days	10.2
TCGA-A4-7585-01A	67 years, male, white, stage:iii, dead, 1070 days	7.7
TCGA-WN-A9G9-01A	male, white, stage:i, alive, 791 days	7.5
TCGA-BQ-7056-01A	75 years, female, white, stage:iii, alive, 612 days	7.0
TCGA-BQ-7058-01A	81 years, male, white, stage:iii, dead, 343 days	6.9
TCGA-B9-A8YI-01A	79 years, male, black or african american, stage:i, alive, 374 days	6.8
TCGA-AL-3467-01A	54 years, female, white, alive, 2135 days	6.1
TCGA-BQ-5882-01A	54 years, male, stage:iii, dead, 658 days	5.8
TCGA-GL-A9DE-01A	74 years, male, black or african american, stage:i, alive, 496 days	4.7
TCGA-B1-A655-01A	77 years, female, white, stage:i, alive, 510 days	1.4
TCGA-BQ-5884-01A	59 years, female, black or african american, stage:i, alive, 792 days	1.0
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