Expression of AQP1 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: 178.52
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

434.5

Number of samples

285

Samples

Sample	Description	FPKM
TCGA-GL-8500-01A	63 years, male, white, stage:i, alive, 841 days	2657.7
TCGA-B9-4617-01A	41 years, male, black or african american, alive, 35 days	2362.8
TCGA-MH-A55Z-01A	65 years, male, black or african american, stage:i, alive, 845 days	2239.3
TCGA-F9-A7VF-01A	75 years, female, white, stage:i, alive, 73 days	2008.8
TCGA-UZ-A9PP-01A	60 years, male, white, stage:i, alive, 3010 days	1954.8
TCGA-AL-3468-01A	74 years, male, white, stage:ii, dead, 2331 days	1855.3
TCGA-A4-8310-01A	58 years, male, white, stage:iii, alive, 780 days	1792.2
TCGA-G7-6795-01A	56 years, male, white, stage:i, alive, 1194 days	1752.3
TCGA-A4-8515-01A	47 years, male, american indian or alaska native, stage:i, alive, 709 days	1579.0
TCGA-G7-6790-01A	57 years, male, white, stage:i, alive, 1575 days	1510.1
TCGA-BQ-5876-01A	75 years, male, white, stage:i, alive, 586 days	1458.1
TCGA-B1-7332-01A	61 years, female, black or african american, stage:ii, alive, 1141 days	1419.2
TCGA-5P-A9K4-01A	54 years, male, white, alive, 2184 days	1399.0
TCGA-DZ-6133-01A	66 years, female, white, stage:i, dead, 1557 days	1381.1
TCGA-5P-A9KC-01A	51 years, female, white, alive, 377 days	1287.1
TCGA-KV-A74V-01A	40 years, male, white, stage:i, alive, 347 days	1272.6
TCGA-A4-A6HP-01A	66 years, male, white, stage:i, alive, 379 days	1266.5
TCGA-A4-A5XZ-01A	65 years, female, white, stage:ii, alive, 479 days	1254.5
TCGA-DW-7840-01A	60 years, male, black or african american, stage:i, alive, 114 days	1234.4
TCGA-A4-7732-01A	55 years, male, black or african american, alive, 582 days	1205.3
TCGA-5P-A9JZ-01A	51 years, female, white, alive, 2744 days	1144.5
TCGA-A4-7584-01A	59 years, male, black or african american, stage:i, alive, 650 days	1113.4
TCGA-2Z-A9JM-01A	28 years, male, white, stage:i, alive, 934 days	1105.3
TCGA-A4-7286-01A	42 years, male, white, alive, 554 days	1104.5
TCGA-IZ-8195-01A	82 years, male, white, stage:ii, alive, 677 days	1098.4
TCGA-GL-A9DC-01A	66 years, female, white, stage:i, alive, 392 days	1086.6
TCGA-UZ-A9PL-01A	59 years, male, white, stage:ii, alive, 3152 days	1075.5
TCGA-SX-A7SQ-01A	48 years, male, white, stage:i, alive, 1266 days	1075.0
TCGA-2Z-A9J3-01A	67 years, male, white, stage:ii, dead, 1771 days	1074.8
TCGA-DW-7841-01A	61 years, male, black or african american, stage:i, alive, 445 days	1051.8
TCGA-HE-A5NH-01A	62 years, male, stage:i, alive, 791 days	1012.0
TCGA-A4-A5DU-01A	45 years, female, white, stage:i, alive, 496 days	1011.3
TCGA-B9-A5W9-01A	40 years, male, white, stage:i, alive, 5 days	994.7
TCGA-UZ-A9PJ-01A	78 years, male, white, stage:i, dead, 797 days	992.9
TCGA-GL-A59T-01A	46 years, male, white, stage:i, alive, 546 days	985.7
TCGA-5P-A9JY-01A	79 years, male, white, dead, 1508 days	974.8
TCGA-BQ-7051-01A	74 years, male, white, stage:ii, alive, 1533 days	973.0
TCGA-A4-8518-01A	48 years, male, white, stage:i, alive, 600 days	972.4
TCGA-DW-7837-01A	43 years, male, black or african american, stage:i, alive, 1142 days	972.2
TCGA-A4-8098-01A	73 years, male, black or african american, stage:i, alive, 896 days	968.6
TCGA-5P-A9JU-01A	81 years, male, white, stage:iii, alive, 373 days	909.9
TCGA-MH-A562-01A	57 years, male, black or african american, stage:i, alive, 616 days	904.0
TCGA-2Z-A9JE-01A	59 years, male, white, stage:i, alive, 1728 days	903.6
TCGA-BQ-5892-01A	51 years, male, white, stage:i, alive, 364 days	890.1
TCGA-B1-A654-01A	43 years, female, black or african american, stage:i, alive, 616 days	887.4
TCGA-2Z-A9JI-01A	38 years, male, white, stage:iii, alive, 1567 days	886.9
TCGA-B9-A44B-01A	70 years, male, black or african american, stage:iii, alive, 361 days	876.5
TCGA-B9-7268-01A	59 years, male, white, stage:ii, alive, 671 days	870.1
TCGA-5P-A9KF-01A	53 years, male, white, alive, 845 days	849.9
TCGA-B9-5156-01A	51 years, male, white, alive, 1338 days	840.0
TCGA-UZ-A9PV-01A	65 years, male, white, stage:i, alive, 1444 days	832.9
TCGA-UZ-A9PX-01A	73 years, male, white, stage:i, alive, 1981 days	832.0
TCGA-UZ-A9PU-01A	77 years, male, white, stage:i, dead, 933 days	831.1
TCGA-DW-7836-01A	55 years, male, white, stage:i, alive, 1093 days	826.1
TCGA-BQ-7062-01A	64 years, male, black or african american, stage:i, alive, 116 days	767.4
TCGA-DW-5560-01A	38 years, female, white, stage:i, alive, 1486 days	757.3
TCGA-2Z-A9JD-01A	66 years, male, white, stage:i, alive, 1060 days	752.9
TCGA-GL-A59R-01A	79 years, male, white, stage:iii, alive, 378 days	752.2
TCGA-BQ-5890-01A	69 years, male, white, stage:iii, alive, 233 days	740.4
TCGA-P4-A5EB-01A	83 years, male, white, stage:i, alive, 3015 days	740.3
TCGA-5P-A9K6-01A	64 years, male, white, alive, 1914 days	732.9
TCGA-IA-A83T-01A	80 years, male, white, dead, 2684 days	730.8
TCGA-A4-7996-01A	61 years, female, white, stage:i, alive, 506 days	728.7
TCGA-2Z-A9J6-01A	61 years, male, white, stage:i, alive, 1731 days	721.6
TCGA-2Z-A9J1-01A	71 years, male, white, stage:i, alive, 2298 days	694.3
TCGA-B9-A8YI-01A	79 years, male, black or african american, stage:i, alive, 374 days	692.8
TCGA-UZ-A9PO-01A	80 years, male, white, stage:i, alive, 1911 days	692.2
TCGA-UZ-A9Q0-01A	60 years, male, white, stage:i, alive, 3368 days	676.9
TCGA-BQ-7053-01A	57 years, female, black or african american, stage:iii, alive, 1516 days	659.7
TCGA-B9-4115-01A	53 years, male, black or african american, stage:i, alive, 803 days	646.0
TCGA-B9-A8YH-01A	52 years, male, black or african american, stage:i, alive, 532 days	641.7
TCGA-G7-6796-01A	58 years, male, white, stage:i, alive, 2173 days	619.9
TCGA-B9-4117-01A	48 years, female, black or african american, alive, 14 days	607.8
TCGA-UZ-A9PR-01A	84 years, male, white, stage:i, alive, 2627 days	606.6
TCGA-G7-A8LB-01A	70 years, male, white, stage:iv, alive, 547 days	578.9
TCGA-BQ-7058-01A	81 years, male, white, stage:iii, dead, 343 days	573.9
TCGA-IZ-A6M8-01A	69 years, male, black or african american, stage:i, alive, 497 days	561.3
TCGA-BQ-5880-01A	79 years, male, white, stage:iii, dead, 1314 days	560.1
TCGA-5P-A9K0-01A	75 years, male, white, alive, 677 days	557.4
TCGA-2Z-A9JP-01A	63 years, male, white, stage:i, alive, 893 days	556.4
TCGA-A4-7997-01A	67 years, male, white, stage:i, alive, 927 days	554.4
TCGA-BQ-7061-01A	84 years, female, white, stage:i, alive, 218 days	548.5
TCGA-P4-AAVO-01A	69 years, male, white, stage:i, alive, 2400 days	545.1
TCGA-BQ-7046-01A	61 years, male, white, stage:i, alive, 2948 days	530.8
TCGA-IZ-8196-01A	50 years, male, white, stage:i, alive, 649 days	529.5
TCGA-HE-A5NF-01A	58 years, male, stage:i, alive, 2582 days	522.9
TCGA-GL-6846-01A	52 years, male, white, stage:iv, alive, 5925 days	520.5
TCGA-SX-A7SM-01A	60 years, male, black or african american, stage:iv, dead, 363 days	510.9
TCGA-GL-A9DE-01A	74 years, male, black or african american, stage:i, alive, 496 days	507.9
TCGA-2Z-A9J8-01A	50 years, male, white, stage:i, alive, 2790 days	500.4
TCGA-IA-A40X-01A	49 years, female, black or african american, stage:i, alive, 608 days	498.0
TCGA-2Z-A9J5-01A	80 years, male, white, stage:ii, alive, 3050 days	480.5
TCGA-G7-6792-01A	40 years, male, black or african american, stage:i, alive, 2765 days	478.1
TCGA-A4-8630-01A	59 years, female, white, stage:i, alive, 436 days	475.9
TCGA-SX-A71V-01A	80 years, male, white, stage:i, alive, 876 days	475.6
TCGA-AL-3473-01A	55 years, male, white, stage:ii, alive, 1906 days	465.6
TCGA-PJ-A5Z9-01A	80 years, female, white, stage:i, alive, 540 days	464.9
TCGA-BQ-5881-01A	69 years, male, white, stage:i, alive, 1454 days	454.0
TCGA-A4-A5Y0-01A	61 years, female, white, stage:i, alive, 252 days	451.3
TCGA-A4-A48D-01A	85 years, male, black or african american, stage:i, alive, 379 days	450.5
TCGA-EV-5903-01A	57 years, male, white, stage:i, alive, 757 days	447.0
TCGA-A4-7585-01A	67 years, male, white, stage:iii, dead, 1070 days	445.6
TCGA-P4-AAVK-01A	74 years, male, white, stage:iii, alive, 1590 days	444.6
TCGA-5P-A9JV-01A	49 years, male, white, alive, 2043 days	443.8
TCGA-G7-A8LC-01A	61 years, male, white, stage:i, alive, 702 days	437.3
TCGA-2Z-A9JR-01A	57 years, male, white, stage:i, alive, 161 days	435.8
TCGA-DW-7963-01B	43 years, male, black or african american, stage:i, alive, 1240 days	428.3
TCGA-UZ-A9PN-01A	54 years, male, white, stage:iii, dead, 1136 days	427.6
TCGA-A4-7288-01A	71 years, female, white, alive, 1857 days	421.9
TCGA-KV-A6GD-01A	85 years, male, white, stage:i, alive, 560 days	419.0
TCGA-B1-A47M-01A	79 years, male, black or african american, stage:iii, alive, 659 days	416.1
TCGA-2Z-A9J2-01A	71 years, female, white, stage:i, alive, 1795 days	410.1
TCGA-2Z-A9JT-01A	71 years, male, white, stage:i, alive, 684 days	408.2
TCGA-HE-A5NI-01A	73 years, male, stage:i, alive, 360 days	388.4
TCGA-SX-A71R-01A	51 years, male, white, stage:i, alive, 1457 days	385.1
TCGA-4A-A93X-01A	58 years, male, white, stage:iv, alive, 390 days	383.7
TCGA-B9-A5W7-01A	47 years, male, black or african american, stage:i, alive, 585 days	380.5
TCGA-DZ-6132-01A	69 years, male, stage:i, alive, 2460 days	378.9
TCGA-UZ-A9PS-01A	62 years, female, black or african american, stage:ii, alive, 2167 days	376.4
TCGA-DZ-6135-01A	45 years, male, stage:i, alive, 2269 days	373.5
TCGA-AL-7173-01A	72 years, female, white, stage:iv, alive, 2060 days	365.0
TCGA-HE-A5NL-01A	51 years, male, stage:i, alive, 767 days	364.1
TCGA-2Z-A9JL-01A	47 years, male, black or african american, stage:i, alive, 1006 days	349.9
TCGA-Q2-A5QZ-01A	61 years, female, black or african american, stage:iii, alive, 428 days	346.9
TCGA-BQ-7060-01A	53 years, male, american indian or alaska native, stage:i, alive, 214 days	345.9
TCGA-UZ-A9PM-01A	62 years, male, white, stage:ii, alive, 3811 days	344.5
TCGA-KV-A6GE-01A	65 years, male, white, stage:i, alive, 885 days	344.2
TCGA-SX-A7SN-01A	52 years, male, white, stage:i, alive, 578 days	342.7
TCGA-UZ-A9PQ-01A	59 years, male, black or african american, stage:iii, dead, 2624 days	339.5
TCGA-Y8-A8RZ-01A	55 years, male, white, stage:i, alive, 112 days	337.9
TCGA-SX-A7SO-01A	64 years, male, white, stage:i, alive, 1257 days	336.6
TCGA-A4-8311-01A	60 years, male, white, stage:i, alive, 729 days	336.4
TCGA-G7-A4TM-01A	41 years, male, black or african american, stage:i, alive, 768 days	331.9
TCGA-2Z-A9JK-01A	50 years, male, white, stage:iii, alive, 1186 days	330.5
TCGA-SX-A7SR-01A	66 years, male, white, stage:ii, alive, 805 days	321.0
TCGA-B1-A657-01A	54 years, male, white, stage:i, alive, 641 days	319.6
TCGA-MH-A561-01A	66 years, male, white, stage:i, alive, 841 days	311.7
TCGA-P4-A5E6-01A	67 years, male, black or african american, stage:iii, alive, 3035 days	311.7
TCGA-J7-6720-01A	42 years, male, asian, stage:i, alive, 388 days	305.1
TCGA-B3-A6W5-01A	43 years, male, black or african american, stage:i, alive, 309 days	303.2
TCGA-SX-A71U-01A	57 years, male, white, stage:i, alive, 1357 days	302.9
TCGA-B3-3925-01A	52 years, male, white, stage:iii, alive, 1029 days	299.1
TCGA-B1-A47N-01A	62 years, male, white, stage:i, alive, 1110 days	292.3
TCGA-BQ-7044-01A	73 years, male, white, stage:iii, alive, 3760 days	291.7
TCGA-MH-A855-01A	52 years, female, black or african american, stage:ii, alive, 369 days	284.3
TCGA-SX-A7SS-01A	67 years, male, white, stage:i, alive, 1615 days	283.8
TCGA-Y8-A898-01A	69 years, male, white, stage:i, alive, 475 days	283.3
TCGA-AL-3471-01A	74 years, male, white, stage:i, dead, 1500 days	280.6
TCGA-BQ-5875-01A	66 years, female, white, stage:iii, alive, 2639 days	277.0
TCGA-2Z-A9JG-01A	64 years, male, white, stage:i, alive, 1662 days	269.3
TCGA-4A-A93W-01A	66 years, female, white, stage:i, alive, 4 days	268.4
TCGA-SX-A7SU-01A	47 years, male, stage:i, alive, 1331 days	266.5
TCGA-2Z-A9JQ-01A	66 years, male, white, stage:i, alive, 778 days	262.2
TCGA-A4-A4ZT-01A	71 years, female, white, stage:i, alive, 516 days	258.4
TCGA-A4-8517-01A	71 years, male, white, stage:i, alive, 597 days	255.8
TCGA-BQ-7059-01A	71 years, male, white, stage:i, alive, 232 days	254.2
TCGA-P4-AAVL-01A	85 years, male, white, stage:iii, dead, 487 days	253.2
TCGA-A4-7734-01A	53 years, female, white, stage:i, alive, 27 days	243.2
TCGA-BQ-7056-01A	75 years, female, white, stage:iii, alive, 612 days	238.6
TCGA-5P-A9K9-01A	59 years, female, white, dead, 589 days	235.7
TCGA-Y8-A8RY-01A	63 years, male, white, stage:i, alive, 769 days	233.4
TCGA-SX-A7SL-01A	74 years, male, stage:i, alive, 823 days	223.8
TCGA-BQ-5878-01A	79 years, female, white, stage:iii, alive, 1938 days	222.6
TCGA-2K-A9WE-01A	53 years, male, white, stage:ii, alive, 214 days	222.4
TCGA-BQ-7045-01A	78 years, male, black or african american, stage:i, dead, 1468 days	218.5
TCGA-B3-3926-01A	59 years, female, white, stage:i, alive, 883 days	217.7
TCGA-V9-A7HT-01A	67 years, male, black or african american, stage:ii, alive, 965 days	214.8
TCGA-UZ-A9PK-01A	71 years, male, white, stage:i, alive, 3571 days	211.0
TCGA-BQ-7050-01A	53 years, female, white, stage:i, alive, 1864 days	207.5
TCGA-B3-8121-01A	48 years, female, black or african american, stage:i, alive, 379 days	207.3
TCGA-UZ-A9PZ-01A	65 years, male, white, stage:iii, alive, 657 days	198.7
TCGA-DW-5561-01A	51 years, male, black or african american, stage:i, alive, 414 days	193.9
TCGA-DW-7842-01A	52 years, male, white, stage:i, alive, 92 days	192.9
TCGA-DW-7838-01A	66 years, male, white, stage:i, alive, 744 days	189.5
TCGA-B1-A655-01A	77 years, female, white, stage:i, alive, 510 days	181.7
TCGA-IA-A83V-01A	63 years, male, white, stage:i, dead, 2941 days	181.5
TCGA-A4-8516-01A	62 years, male, white, stage:iii, alive, 23 days	181.2
TCGA-B1-A656-01A	64 years, male, white, stage:i, alive, 618 days	180.1
TCGA-DZ-6134-01A	69 years, male, white, stage:i, alive, 1856 days	179.6
TCGA-IA-A83S-01A	81 years, male, white, dead, 2609 days	177.4
TCGA-2Z-A9JS-01A	74 years, male, white, stage:i, dead, 492 days	170.2
TCGA-MH-A55W-01A	50 years, male, black or african american, stage:i, alive, 1043 days	169.6
TCGA-5P-A9K3-01A	59 years, male, white, dead, 471 days	167.6
TCGA-F9-A97G-01A	79 years, male, asian, stage:iii, alive, 13 days	163.5
TCGA-B9-4113-01A	64 years, male, black or african american, stage:i, dead, 1536 days	162.5
TCGA-G7-7502-01A	83 years, male, white, stage:i, alive, 786 days	159.0
TCGA-SX-A7SP-01A	66 years, female, white, stage:i, dead, 496 days	158.7
TCGA-5P-A9K2-01A	62 years, male, white, alive, 2392 days	157.2
TCGA-BQ-5889-01A	63 years, male, white, stage:iv, dead, 329 days	157.1
TCGA-GL-A9DD-01A	69 years, male, white, stage:i, alive, 341 days	147.7
TCGA-BQ-5886-01A	75 years, male, white, stage:iii, alive, 792 days	143.1
TCGA-BQ-5885-01A	63 years, male, white, stage:iii, alive, 921 days	142.5
TCGA-2Z-A9J9-01A	77 years, male, black or african american, stage:i, alive, 2294 days	141.9
TCGA-5P-A9KA-01A	61 years, male, white, alive, 395 days	141.8
TCGA-B9-5155-01A	71 years, male, white, stage:iii, alive, 665 days	141.7
TCGA-BQ-7048-01A	64 years, male, white, stage:iii, alive, 2839 days	141.7
TCGA-O9-A75Z-01A	44 years, male, white, stage:i, alive, 471 days	135.3
TCGA-AL-3466-01A	41 years, male, white, stage:iv, dead, 293 days	134.6
TCGA-B1-A47O-01A	54 years, female, white, stage:i, alive, 842 days	131.5
TCGA-2Z-A9J7-01A	63 years, male, white, stage:iv, dead, 139 days	122.0
TCGA-A4-7828-01A	74 years, female, black or african american, stage:i, alive, 238 days	115.1
TCGA-IA-A40U-01A	56 years, male, white, stage:iii, alive, 511 days	114.9
TCGA-DW-7834-01A	53 years, male, white, stage:i, alive, 3950 days	110.3
TCGA-B9-A5W8-01A	50 years, male, black or african american, stage:ii, alive, 524 days	110.2
TCGA-B9-A69E-01A	71 years, male, white, stage:iii, alive, 452 days	104.9
TCGA-MH-A854-01A	62 years, female, black or african american, stage:i, alive, 536 days	102.5
TCGA-PJ-A5Z8-01A	60 years, female, white, stage:i, alive, 600 days	100.0
TCGA-HE-A5NJ-01A	58 years, male, alive, 1726 days	93.8
TCGA-GL-A4EM-01A	62 years, male, white, stage:i, alive, 32 days	91.0
TCGA-G7-A8LE-01A	62 years, male, white, stage:i, alive, 2453 days	89.8
TCGA-WN-A9G9-01A	male, white, stage:i, alive, 791 days	89.7
TCGA-Y8-A895-01A	74 years, male, white, stage:i, alive, 484 days	88.3
TCGA-G7-6797-01A	46 years, male, white, stage:iii, alive, 765 days	88.3
TCGA-EV-5902-01A	58 years, male, white, stage:i, alive, 578 days	82.4
TCGA-EV-5901-01A	47 years, female, white, stage:i, alive, 1040 days	79.2
TCGA-B3-4103-01A	56 years, male, white, stage:i, alive, 930 days	75.2
TCGA-4A-A93Y-01A	63 years, female, black or african american, stage:ii, alive, 352 days	71.7
TCGA-P4-AAVM-01A	69 years, male, white, stage:i, alive, 1539 days	71.0
TCGA-BQ-5882-01A	54 years, male, stage:iii, dead, 658 days	70.7
TCGA-IA-A83W-01A	70 years, male, white, stage:i, dead, 2043 days	70.7
TCGA-5P-A9JW-01A	64 years, male, white, alive, 3241 days	69.8
TCGA-5P-A9KE-01A	70 years, male, white, alive, 824 days	62.9
TCGA-WN-AB4C-01A	female, white, stage:i, alive, 1188 days	59.7
TCGA-BQ-5894-01A	42 years, male, stage:iv, alive, 84 days	52.0
TCGA-2Z-A9JO-01A	56 years, female, black or african american, stage:i, alive, 949 days	51.1
TCGA-UN-AAZ9-01A	76 years, female, black or african american, stage:i, alive, 548 days	48.9
TCGA-BQ-5877-01A	60 years, male, black or african american, stage:iv, dead, 270 days	45.3
TCGA-G7-7501-01A	55 years, female, black or african american, stage:iii, dead, 624 days	43.6
TCGA-Y8-A8S1-01A	61 years, male, white, stage:i, alive, 404 days	42.6
TCGA-SX-A71S-01A	66 years, female, white, stage:i, alive, 1504 days	42.4
TCGA-Y8-A8S0-01A	58 years, male, white, stage:i, alive, 183 days	41.2
TCGA-Y8-A897-01A	68 years, female, white, stage:i, alive, 549 days	40.8
TCGA-BQ-7055-01A	73 years, male, white, stage:i, alive, 799 days	38.5
TCGA-5P-A9K8-01A	51 years, female, white, alive, 1309 days	38.4
TCGA-IZ-A6M9-01A	63 years, male, white, stage:i, alive, 376 days	36.3
TCGA-Y8-A896-01A	62 years, male, white, stage:iii, alive, 567 days	36.0
TCGA-SX-A71W-01A	66 years, male, white, stage:i, alive, 1076 days	35.8
TCGA-A4-7287-01A	75 years, female, white, stage:i, dead, 597 days	34.9
TCGA-G7-6793-01A	60 years, female, white, stage:iv, dead, 336 days	33.3
TCGA-MH-A856-01A	54 years, male, white, stage:i, alive, 947 days	31.9
TCGA-B9-4116-01A	75 years, female, black or african american, alive, 627 days	31.3
TCGA-AL-3472-01A	57 years, male, black or african american, alive, 2029 days	31.2
TCGA-MH-A560-01A	62 years, male, white, stage:i, alive, 924 days	30.8
TCGA-P4-A5EA-01A	54 years, female, white, stage:iii, dead, 201 days	30.2
TCGA-A4-7915-01A	35 years, female, black or african american, stage:ii, alive, 7 days	30.0
TCGA-BQ-5887-01A	54 years, male, white, stage:iii, alive, 771 days	28.3
TCGA-B1-5398-01A	73 years, male, white, stage:iii, alive, 1251 days	27.2
TCGA-5P-A9KH-01A	77 years, male, white, alive, 2051 days	26.8
TCGA-A4-A5Y1-01A	75 years, male, white, stage:iii, dead, 395 days	23.5
TCGA-F9-A8NY-01A	38 years, female, asian, stage:iv, alive, 36 days	23.1
TCGA-G7-A8LD-01A	71 years, male, white, stage:iii, dead, 514 days	21.6
TCGA-P4-A5E7-01A	74 years, female, white, stage:i, alive, 2649 days	20.5
TCGA-HE-A5NK-01A	82 years, male, alive, 2228 days	19.9
TCGA-AT-A5NU-01A	77 years, male, white, stage:i, alive, 67 days	19.4
TCGA-B3-4104-01A	75 years, male, white, stage:ii, alive, 1049 days	19.0
TCGA-P4-A5ED-01A	51 years, male, white, stage:i, alive, 2816 days	18.1
TCGA-J7-A8I2-01A	75 years, male, asian, stage:i, alive, 307 days	17.3
TCGA-A4-8312-01A	60 years, male, black or african american, stage:i, alive, 708 days	15.7
TCGA-2Z-A9JJ-01A	69 years, female, white, stage:i, alive, 1213 days	14.5
TCGA-BQ-5893-01A	61 years, male, white, stage:iv, dead, 241 days	13.5
TCGA-BQ-5879-01A	32 years, female, white, stage:iii, dead, 697 days	13.4
TCGA-HE-7130-01A	female, stage:iii, alive, 1770 days	13.4
TCGA-G7-6789-01A	53 years, female, white, stage:iv, dead, 122 days	13.0
TCGA-Y8-A894-01A	57 years, female, white, stage:i, alive, 567 days	11.7
TCGA-HE-7129-01A	male, stage:ii, alive, 2492 days	11.4
TCGA-MH-A857-01A	63 years, male, black or african american, stage:i, alive, 890 days	9.5
TCGA-DW-7839-01A	58 years, female, white, stage:i, alive, 419 days	8.6
TCGA-BQ-5883-01A	79 years, female, black or african american, stage:i, alive, 1242 days	8.5
TCGA-F9-A4JJ-01A	35 years, female, black or african american, stage:iii, dead, 325 days	8.3
TCGA-BQ-7049-01A	45 years, female, white, stage:i, dead, 1364 days	7.6
TCGA-P4-A5E8-01A	57 years, male, white, stage:iii, dead, 1306 days	7.3
TCGA-GL-7966-01A	28 years, female, white, stage:iii, alive, 112 days	7.1
TCGA-BQ-5888-01A	74 years, female, white, stage:i, alive, 403 days	7.1
TCGA-A4-A57E-01A	59 years, male, white, stage:iv, dead, 258 days	6.9
TCGA-J7-8537-01A	37 years, female, asian, stage:iii, dead, 321 days	6.3
TCGA-IA-A40Y-01A	60 years, female, white, stage:iii, alive, 62 days	6.0
TCGA-2Z-A9JN-01A	50 years, female, black or african american, stage:i, alive, 740 days	5.3
TCGA-A4-7583-01A	60 years, male, black or african american, stage:i, alive, 3 days	4.9
TCGA-F9-A7Q0-01A	37 years, female, asian, stage:i, alive, 398 days	4.5
TCGA-BQ-5891-01A	57 years, female, white, stage:iii, alive, 29 days	4.3
TCGA-AL-3467-01A	54 years, female, white, alive, 2135 days	3.4
TCGA-AL-A5DJ-01A	55 years, female, white, stage:iii, dead, 1498 days	2.7
TCGA-UZ-A9Q1-01A	88 years, female, white, stage:i, alive, 1562 days	2.6
TCGA-GL-7773-01A	63 years, male, white, stage:i, alive, 393 days	2.5
TCGA-BQ-5884-01A	59 years, female, black or african american, stage:i, alive, 792 days	1.7
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