Expression of APOE 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: 163.72
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

648.0

Number of samples

285

Samples

Sample	Description	FPKM
TCGA-WN-AB4C-01A	female, white, stage:i, alive, 1188 days	10226.2
TCGA-IZ-A6M8-01A	69 years, male, black or african american, stage:i, alive, 497 days	4245.3
TCGA-4A-A93Y-01A	63 years, female, black or african american, stage:ii, alive, 352 days	3639.1
TCGA-IA-A83T-01A	80 years, male, white, dead, 2684 days	3552.3
TCGA-2K-A9WE-01A	53 years, male, white, stage:ii, alive, 214 days	3546.4
TCGA-2Z-A9JO-01A	56 years, female, black or african american, stage:i, alive, 949 days	3155.5
TCGA-WN-A9G9-01A	male, white, stage:i, alive, 791 days	3094.7
TCGA-BQ-5887-01A	54 years, male, white, stage:iii, alive, 771 days	2444.3
TCGA-B1-A656-01A	64 years, male, white, stage:i, alive, 618 days	2442.6
TCGA-2Z-A9J5-01A	80 years, male, white, stage:ii, alive, 3050 days	2388.4
TCGA-Y8-A8S1-01A	61 years, male, white, stage:i, alive, 404 days	2365.8
TCGA-A4-A6HP-01A	66 years, male, white, stage:i, alive, 379 days	2230.3
TCGA-BQ-5884-01A	59 years, female, black or african american, stage:i, alive, 792 days	2057.0
TCGA-2Z-A9JT-01A	71 years, male, white, stage:i, alive, 684 days	2015.6
TCGA-BQ-5881-01A	69 years, male, white, stage:i, alive, 1454 days	1993.4
TCGA-2Z-A9JP-01A	63 years, male, white, stage:i, alive, 893 days	1927.9
TCGA-KV-A6GD-01A	85 years, male, white, stage:i, alive, 560 days	1923.4
TCGA-IA-A83V-01A	63 years, male, white, stage:i, dead, 2941 days	1899.1
TCGA-J7-8537-01A	37 years, female, asian, stage:iii, dead, 321 days	1893.8
TCGA-B9-A5W8-01A	50 years, male, black or african american, stage:ii, alive, 524 days	1882.1
TCGA-BQ-5882-01A	54 years, male, stage:iii, dead, 658 days	1843.7
TCGA-MH-A562-01A	57 years, male, black or african american, stage:i, alive, 616 days	1838.0
TCGA-Q2-A5QZ-01A	61 years, female, black or african american, stage:iii, alive, 428 days	1740.9
TCGA-B1-5398-01A	73 years, male, white, stage:iii, alive, 1251 days	1678.5
TCGA-DZ-6132-01A	69 years, male, stage:i, alive, 2460 days	1663.8
TCGA-A4-7286-01A	42 years, male, white, alive, 554 days	1652.8
TCGA-HE-A5NK-01A	82 years, male, alive, 2228 days	1617.5
TCGA-Y8-A898-01A	69 years, male, white, stage:i, alive, 475 days	1519.5
TCGA-V9-A7HT-01A	67 years, male, black or african american, stage:ii, alive, 965 days	1504.8
TCGA-5P-A9KC-01A	51 years, female, white, alive, 377 days	1467.9
TCGA-A4-A48D-01A	85 years, male, black or african american, stage:i, alive, 379 days	1449.9
TCGA-BQ-7059-01A	71 years, male, white, stage:i, alive, 232 days	1444.1
TCGA-SX-A7SO-01A	64 years, male, white, stage:i, alive, 1257 days	1372.5
TCGA-GL-A9DD-01A	69 years, male, white, stage:i, alive, 341 days	1350.5
TCGA-UZ-A9Q1-01A	88 years, female, white, stage:i, alive, 1562 days	1345.7
TCGA-BQ-7056-01A	75 years, female, white, stage:iii, alive, 612 days	1316.6
TCGA-F9-A97G-01A	79 years, male, asian, stage:iii, alive, 13 days	1314.6
TCGA-5P-A9K3-01A	59 years, male, white, dead, 471 days	1292.3
TCGA-IA-A83S-01A	81 years, male, white, dead, 2609 days	1240.1
TCGA-SX-A7SP-01A	66 years, female, white, stage:i, dead, 496 days	1225.7
TCGA-BQ-5890-01A	69 years, male, white, stage:iii, alive, 233 days	1213.4
TCGA-UZ-A9PM-01A	62 years, male, white, stage:ii, alive, 3811 days	1203.9
TCGA-HE-A5NF-01A	58 years, male, stage:i, alive, 2582 days	1201.8
TCGA-BQ-7050-01A	53 years, female, white, stage:i, alive, 1864 days	1200.9
TCGA-KV-A74V-01A	40 years, male, white, stage:i, alive, 347 days	1196.5
TCGA-2Z-A9J2-01A	71 years, female, white, stage:i, alive, 1795 days	1184.0
TCGA-5P-A9K9-01A	59 years, female, white, dead, 589 days	1171.7
TCGA-G7-7501-01A	55 years, female, black or african american, stage:iii, dead, 624 days	1126.0
TCGA-B1-A47O-01A	54 years, female, white, stage:i, alive, 842 days	1120.0
TCGA-PJ-A5Z8-01A	60 years, female, white, stage:i, alive, 600 days	1104.4
TCGA-BQ-5880-01A	79 years, male, white, stage:iii, dead, 1314 days	1095.9
TCGA-Y8-A8RY-01A	63 years, male, white, stage:i, alive, 769 days	1068.9
TCGA-A4-A5XZ-01A	65 years, female, white, stage:ii, alive, 479 days	1058.3
TCGA-GL-A4EM-01A	62 years, male, white, stage:i, alive, 32 days	1055.8
TCGA-A4-7585-01A	67 years, male, white, stage:iii, dead, 1070 days	1023.9
TCGA-IZ-A6M9-01A	63 years, male, white, stage:i, alive, 376 days	958.7
TCGA-5P-A9JZ-01A	51 years, female, white, alive, 2744 days	955.6
TCGA-B1-7332-01A	61 years, female, black or african american, stage:ii, alive, 1141 days	951.6
TCGA-BQ-7053-01A	57 years, female, black or african american, stage:iii, alive, 1516 days	938.0
TCGA-BQ-7046-01A	61 years, male, white, stage:i, alive, 2948 days	933.0
TCGA-B9-A69E-01A	71 years, male, white, stage:iii, alive, 452 days	931.0
TCGA-P4-A5ED-01A	51 years, male, white, stage:i, alive, 2816 days	923.0
TCGA-4A-A93X-01A	58 years, male, white, stage:iv, alive, 390 days	904.5
TCGA-UZ-A9PO-01A	80 years, male, white, stage:i, alive, 1911 days	897.0
TCGA-B1-A657-01A	54 years, male, white, stage:i, alive, 641 days	877.7
TCGA-J7-6720-01A	42 years, male, asian, stage:i, alive, 388 days	856.7
TCGA-5P-A9JW-01A	64 years, male, white, alive, 3241 days	838.7
TCGA-GL-A59T-01A	46 years, male, white, stage:i, alive, 546 days	829.3
TCGA-A4-8518-01A	48 years, male, white, stage:i, alive, 600 days	822.8
TCGA-P4-AAVM-01A	69 years, male, white, stage:i, alive, 1539 days	812.1
TCGA-5P-A9K8-01A	51 years, female, white, alive, 1309 days	811.7
TCGA-SX-A71V-01A	80 years, male, white, stage:i, alive, 876 days	809.4
TCGA-2Z-A9JR-01A	57 years, male, white, stage:i, alive, 161 days	799.1
TCGA-IZ-8195-01A	82 years, male, white, stage:ii, alive, 677 days	794.8
TCGA-DW-5561-01A	51 years, male, black or african american, stage:i, alive, 414 days	787.5
TCGA-BQ-7062-01A	64 years, male, black or african american, stage:i, alive, 116 days	787.1
TCGA-5P-A9JU-01A	81 years, male, white, stage:iii, alive, 373 days	778.0
TCGA-5P-A9K6-01A	64 years, male, white, alive, 1914 days	775.5
TCGA-2Z-A9JM-01A	28 years, male, white, stage:i, alive, 934 days	759.3
TCGA-BQ-5886-01A	75 years, male, white, stage:iii, alive, 792 days	745.6
TCGA-MH-A561-01A	66 years, male, white, stage:i, alive, 841 days	728.6
TCGA-GL-A9DE-01A	74 years, male, black or african american, stage:i, alive, 496 days	721.1
TCGA-Y8-A897-01A	68 years, female, white, stage:i, alive, 549 days	718.9
TCGA-BQ-7061-01A	84 years, female, white, stage:i, alive, 218 days	716.1
TCGA-B9-A8YI-01A	79 years, male, black or african american, stage:i, alive, 374 days	706.3
TCGA-AL-A5DJ-01A	55 years, female, white, stage:iii, dead, 1498 days	705.8
TCGA-5P-A9KF-01A	53 years, male, white, alive, 845 days	701.9
TCGA-HE-A5NL-01A	51 years, male, stage:i, alive, 767 days	687.2
TCGA-KV-A6GE-01A	65 years, male, white, stage:i, alive, 885 days	681.7
TCGA-DW-7838-01A	66 years, male, white, stage:i, alive, 744 days	665.5
TCGA-2Z-A9JI-01A	38 years, male, white, stage:iii, alive, 1567 days	657.2
TCGA-F9-A7VF-01A	75 years, female, white, stage:i, alive, 73 days	649.7
TCGA-P4-A5E6-01A	67 years, male, black or african american, stage:iii, alive, 3035 days	648.0
TCGA-5P-A9KE-01A	70 years, male, white, alive, 824 days	642.6
TCGA-SX-A7SS-01A	67 years, male, white, stage:i, alive, 1615 days	630.2
TCGA-B9-A8YH-01A	52 years, male, black or african american, stage:i, alive, 532 days	624.6
TCGA-B3-A6W5-01A	43 years, male, black or african american, stage:i, alive, 309 days	624.0
TCGA-2Z-A9J6-01A	61 years, male, white, stage:i, alive, 1731 days	619.4
TCGA-BQ-5875-01A	66 years, female, white, stage:iii, alive, 2639 days	603.9
TCGA-DW-7840-01A	60 years, male, black or african american, stage:i, alive, 114 days	593.7
TCGA-BQ-7060-01A	53 years, male, american indian or alaska native, stage:i, alive, 214 days	591.2
TCGA-5P-A9K0-01A	75 years, male, white, alive, 677 days	590.6
TCGA-AL-3473-01A	55 years, male, white, stage:ii, alive, 1906 days	590.3
TCGA-HE-A5NI-01A	73 years, male, stage:i, alive, 360 days	587.1
TCGA-5P-A9JY-01A	79 years, male, white, dead, 1508 days	578.2
TCGA-G7-6795-01A	56 years, male, white, stage:i, alive, 1194 days	568.9
TCGA-DZ-6134-01A	69 years, male, white, stage:i, alive, 1856 days	559.8
TCGA-UZ-A9PK-01A	71 years, male, white, stage:i, alive, 3571 days	554.8
TCGA-P4-AAVK-01A	74 years, male, white, stage:iii, alive, 1590 days	540.5
TCGA-A4-7996-01A	61 years, female, white, stage:i, alive, 506 days	539.5
TCGA-G7-7502-01A	83 years, male, white, stage:i, alive, 786 days	536.1
TCGA-A4-A57E-01A	59 years, male, white, stage:iv, dead, 258 days	530.9
TCGA-IA-A83W-01A	70 years, male, white, stage:i, dead, 2043 days	529.2
TCGA-SX-A71U-01A	57 years, male, white, stage:i, alive, 1357 days	522.3
TCGA-DW-7834-01A	53 years, male, white, stage:i, alive, 3950 days	519.1
TCGA-B9-5156-01A	51 years, male, white, alive, 1338 days	517.1
TCGA-SX-A7SN-01A	52 years, male, white, stage:i, alive, 578 days	502.6
TCGA-G7-6790-01A	57 years, male, white, stage:i, alive, 1575 days	485.2
TCGA-BQ-5889-01A	63 years, male, white, stage:iv, dead, 329 days	480.1
TCGA-Y8-A896-01A	62 years, male, white, stage:iii, alive, 567 days	471.4
TCGA-BQ-5877-01A	60 years, male, black or african american, stage:iv, dead, 270 days	470.8
TCGA-SX-A7SR-01A	66 years, male, white, stage:ii, alive, 805 days	469.3
TCGA-2Z-A9J1-01A	71 years, male, white, stage:i, alive, 2298 days	466.0
TCGA-A4-8516-01A	62 years, male, white, stage:iii, alive, 23 days	463.6
TCGA-MH-A855-01A	52 years, female, black or african american, stage:ii, alive, 369 days	462.8
TCGA-MH-A560-01A	62 years, male, white, stage:i, alive, 924 days	461.8
TCGA-G7-A8LB-01A	70 years, male, white, stage:iv, alive, 547 days	457.1
TCGA-DW-7841-01A	61 years, male, black or african american, stage:i, alive, 445 days	449.2
TCGA-BQ-7058-01A	81 years, male, white, stage:iii, dead, 343 days	429.7
TCGA-UZ-A9PX-01A	73 years, male, white, stage:i, alive, 1981 days	422.7
TCGA-2Z-A9JD-01A	66 years, male, white, stage:i, alive, 1060 days	422.0
TCGA-DW-7963-01B	43 years, male, black or african american, stage:i, alive, 1240 days	420.9
TCGA-B9-4617-01A	41 years, male, black or african american, alive, 35 days	420.2
TCGA-2Z-A9JL-01A	47 years, male, black or african american, stage:i, alive, 1006 days	419.3
TCGA-SX-A7SU-01A	47 years, male, stage:i, alive, 1331 days	414.4
TCGA-B3-8121-01A	48 years, female, black or african american, stage:i, alive, 379 days	412.7
TCGA-2Z-A9JG-01A	64 years, male, white, stage:i, alive, 1662 days	412.3
TCGA-IA-A40X-01A	49 years, female, black or african american, stage:i, alive, 608 days	407.4
TCGA-BQ-5885-01A	63 years, male, white, stage:iii, alive, 921 days	397.9
TCGA-A4-7288-01A	71 years, female, white, alive, 1857 days	397.7
TCGA-A4-8517-01A	71 years, male, white, stage:i, alive, 597 days	388.7
TCGA-B1-A654-01A	43 years, female, black or african american, stage:i, alive, 616 days	388.3
TCGA-B9-4113-01A	64 years, male, black or african american, stage:i, dead, 1536 days	382.5
TCGA-A4-A5Y1-01A	75 years, male, white, stage:iii, dead, 395 days	367.6
TCGA-O9-A75Z-01A	44 years, male, white, stage:i, alive, 471 days	366.6
TCGA-B1-A655-01A	77 years, female, white, stage:i, alive, 510 days	365.1
TCGA-BQ-7051-01A	74 years, male, white, stage:ii, alive, 1533 days	361.5
TCGA-B9-A5W7-01A	47 years, male, black or african american, stage:i, alive, 585 days	356.2
TCGA-BQ-5892-01A	51 years, male, white, stage:i, alive, 364 days	350.6
TCGA-A4-7583-01A	60 years, male, black or african american, stage:i, alive, 3 days	347.3
TCGA-SX-A7SM-01A	60 years, male, black or african american, stage:iv, dead, 363 days	343.9
TCGA-B9-A44B-01A	70 years, male, black or african american, stage:iii, alive, 361 days	343.7
TCGA-DW-7837-01A	43 years, male, black or african american, stage:i, alive, 1142 days	340.2
TCGA-BQ-7055-01A	73 years, male, white, stage:i, alive, 799 days	338.0
TCGA-IA-A40U-01A	56 years, male, white, stage:iii, alive, 511 days	331.3
TCGA-DZ-6133-01A	66 years, female, white, stage:i, dead, 1557 days	326.6
TCGA-BQ-5894-01A	42 years, male, stage:iv, alive, 84 days	324.1
TCGA-MH-A55W-01A	50 years, male, black or african american, stage:i, alive, 1043 days	324.1
TCGA-B9-4115-01A	53 years, male, black or african american, stage:i, alive, 803 days	317.7
TCGA-P4-A5EB-01A	83 years, male, white, stage:i, alive, 3015 days	315.6
TCGA-2Z-A9J7-01A	63 years, male, white, stage:iv, dead, 139 days	315.4
TCGA-MH-A55Z-01A	65 years, male, black or african american, stage:i, alive, 845 days	308.6
TCGA-GL-A9DC-01A	66 years, female, white, stage:i, alive, 392 days	308.4
TCGA-G7-A4TM-01A	41 years, male, black or african american, stage:i, alive, 768 days	306.4
TCGA-A4-8310-01A	58 years, male, white, stage:iii, alive, 780 days	306.1
TCGA-A4-A5DU-01A	45 years, female, white, stage:i, alive, 496 days	305.4
TCGA-A4-7732-01A	55 years, male, black or african american, alive, 582 days	303.0
TCGA-A4-8515-01A	47 years, male, american indian or alaska native, stage:i, alive, 709 days	302.6
TCGA-P4-A5EA-01A	54 years, female, white, stage:iii, dead, 201 days	298.2
TCGA-PJ-A5Z9-01A	80 years, female, white, stage:i, alive, 540 days	297.8
TCGA-BQ-7048-01A	64 years, male, white, stage:iii, alive, 2839 days	296.0
TCGA-MH-A854-01A	62 years, female, black or african american, stage:i, alive, 536 days	295.2
TCGA-2Z-A9JK-01A	50 years, male, white, stage:iii, alive, 1186 days	292.4
TCGA-UZ-A9PS-01A	62 years, female, black or african american, stage:ii, alive, 2167 days	287.9
TCGA-UZ-A9PU-01A	77 years, male, white, stage:i, dead, 933 days	281.2
TCGA-B9-A5W9-01A	40 years, male, white, stage:i, alive, 5 days	280.5
TCGA-BQ-7045-01A	78 years, male, black or african american, stage:i, dead, 1468 days	278.1
TCGA-BQ-5876-01A	75 years, male, white, stage:i, alive, 586 days	275.9
TCGA-B9-4117-01A	48 years, female, black or african american, alive, 14 days	273.5
TCGA-5P-A9K2-01A	62 years, male, white, alive, 2392 days	271.9
TCGA-B1-A47N-01A	62 years, male, white, stage:i, alive, 1110 days	265.6
TCGA-2Z-A9JE-01A	59 years, male, white, stage:i, alive, 1728 days	259.7
TCGA-GL-A59R-01A	79 years, male, white, stage:iii, alive, 378 days	249.4
TCGA-2Z-A9J8-01A	50 years, male, white, stage:i, alive, 2790 days	248.8
TCGA-B3-3925-01A	52 years, male, white, stage:iii, alive, 1029 days	246.8
TCGA-5P-A9K4-01A	54 years, male, white, alive, 2184 days	239.9
TCGA-5P-A9KA-01A	61 years, male, white, alive, 395 days	238.0
TCGA-DW-5560-01A	38 years, female, white, stage:i, alive, 1486 days	236.6
TCGA-SX-A71W-01A	66 years, male, white, stage:i, alive, 1076 days	234.5
TCGA-DZ-6135-01A	45 years, male, stage:i, alive, 2269 days	233.7
TCGA-UZ-A9Q0-01A	60 years, male, white, stage:i, alive, 3368 days	231.3
TCGA-A4-A5Y0-01A	61 years, female, white, stage:i, alive, 252 days	228.0
TCGA-AL-3468-01A	74 years, male, white, stage:ii, dead, 2331 days	222.3
TCGA-4A-A93W-01A	66 years, female, white, stage:i, alive, 4 days	218.6
TCGA-UZ-A9PZ-01A	65 years, male, white, stage:iii, alive, 657 days	217.3
TCGA-UZ-A9PR-01A	84 years, male, white, stage:i, alive, 2627 days	211.7
TCGA-BQ-5891-01A	57 years, female, white, stage:iii, alive, 29 days	206.9
TCGA-A4-7997-01A	67 years, male, white, stage:i, alive, 927 days	203.1
TCGA-IA-A40Y-01A	60 years, female, white, stage:iii, alive, 62 days	198.8
TCGA-UZ-A9PP-01A	60 years, male, white, stage:i, alive, 3010 days	198.2
TCGA-EV-5903-01A	57 years, male, white, stage:i, alive, 757 days	196.6
TCGA-Y8-A895-01A	74 years, male, white, stage:i, alive, 484 days	192.8
TCGA-B1-A47M-01A	79 years, male, black or african american, stage:iii, alive, 659 days	192.6
TCGA-SX-A71S-01A	66 years, female, white, stage:i, alive, 1504 days	191.6
TCGA-SX-A71R-01A	51 years, male, white, stage:i, alive, 1457 days	185.3
TCGA-UZ-A9PV-01A	65 years, male, white, stage:i, alive, 1444 days	183.5
TCGA-MH-A857-01A	63 years, male, black or african american, stage:i, alive, 890 days	178.3
TCGA-EV-5901-01A	47 years, female, white, stage:i, alive, 1040 days	177.5
TCGA-A4-A4ZT-01A	71 years, female, white, stage:i, alive, 516 days	176.4
TCGA-UZ-A9PQ-01A	59 years, male, black or african american, stage:iii, dead, 2624 days	167.9
TCGA-P4-A5E7-01A	74 years, female, white, stage:i, alive, 2649 days	166.5
TCGA-AL-7173-01A	72 years, female, white, stage:iv, alive, 2060 days	165.7
TCGA-AL-3471-01A	74 years, male, white, stage:i, dead, 1500 days	161.7
TCGA-UZ-A9PN-01A	54 years, male, white, stage:iii, dead, 1136 days	158.0
TCGA-P4-AAVL-01A	85 years, male, white, stage:iii, dead, 487 days	153.8
TCGA-G7-6792-01A	40 years, male, black or african american, stage:i, alive, 2765 days	148.2
TCGA-A4-8630-01A	59 years, female, white, stage:i, alive, 436 days	141.5
TCGA-A4-8098-01A	73 years, male, black or african american, stage:i, alive, 896 days	141.3
TCGA-Y8-A8RZ-01A	55 years, male, white, stage:i, alive, 112 days	139.4
TCGA-B9-7268-01A	59 years, male, white, stage:ii, alive, 671 days	135.3
TCGA-B3-4103-01A	56 years, male, white, stage:i, alive, 930 days	133.9
TCGA-Y8-A8S0-01A	58 years, male, white, stage:i, alive, 183 days	129.8
TCGA-BQ-5888-01A	74 years, female, white, stage:i, alive, 403 days	129.8
TCGA-5P-A9JV-01A	49 years, male, white, alive, 2043 days	126.8
TCGA-UZ-A9PL-01A	59 years, male, white, stage:ii, alive, 3152 days	126.7
TCGA-GL-7773-01A	63 years, male, white, stage:i, alive, 393 days	124.5
TCGA-MH-A856-01A	54 years, male, white, stage:i, alive, 947 days	124.4
TCGA-2Z-A9JS-01A	74 years, male, white, stage:i, dead, 492 days	120.3
TCGA-G7-6793-01A	60 years, female, white, stage:iv, dead, 336 days	119.2
TCGA-G7-6796-01A	58 years, male, white, stage:i, alive, 2173 days	116.1
TCGA-AL-3466-01A	41 years, male, white, stage:iv, dead, 293 days	113.0
TCGA-HE-7129-01A	male, stage:ii, alive, 2492 days	111.6
TCGA-G7-6789-01A	53 years, female, white, stage:iv, dead, 122 days	107.7
TCGA-SX-A7SQ-01A	48 years, male, white, stage:i, alive, 1266 days	105.7
TCGA-BQ-5878-01A	79 years, female, white, stage:iii, alive, 1938 days	97.5
TCGA-HE-A5NH-01A	62 years, male, stage:i, alive, 791 days	96.0
TCGA-AL-3472-01A	57 years, male, black or african american, alive, 2029 days	93.6
TCGA-A4-7734-01A	53 years, female, white, stage:i, alive, 27 days	91.4
TCGA-2Z-A9JQ-01A	66 years, male, white, stage:i, alive, 778 days	82.2
TCGA-GL-6846-01A	52 years, male, white, stage:iv, alive, 5925 days	78.7
TCGA-F9-A4JJ-01A	35 years, female, black or african american, stage:iii, dead, 325 days	76.6
TCGA-2Z-A9JJ-01A	69 years, female, white, stage:i, alive, 1213 days	75.4
TCGA-SX-A7SL-01A	74 years, male, stage:i, alive, 823 days	71.8
TCGA-B9-4116-01A	75 years, female, black or african american, alive, 627 days	69.4
TCGA-G7-A8LE-01A	62 years, male, white, stage:i, alive, 2453 days	69.2
TCGA-BQ-7044-01A	73 years, male, white, stage:iii, alive, 3760 days	68.1
TCGA-A4-7584-01A	59 years, male, black or african american, stage:i, alive, 650 days	64.0
TCGA-GL-8500-01A	63 years, male, white, stage:i, alive, 841 days	62.8
TCGA-G7-A8LD-01A	71 years, male, white, stage:iii, dead, 514 days	56.2
TCGA-BQ-7049-01A	45 years, female, white, stage:i, dead, 1364 days	56.1
TCGA-BQ-5879-01A	32 years, female, white, stage:iii, dead, 697 days	55.3
TCGA-5P-A9KH-01A	77 years, male, white, alive, 2051 days	54.2
TCGA-F9-A7Q0-01A	37 years, female, asian, stage:i, alive, 398 days	52.6
TCGA-A4-7287-01A	75 years, female, white, stage:i, dead, 597 days	51.0
TCGA-B3-3926-01A	59 years, female, white, stage:i, alive, 883 days	50.6
TCGA-BQ-5893-01A	61 years, male, white, stage:iv, dead, 241 days	50.0
TCGA-AT-A5NU-01A	77 years, male, white, stage:i, alive, 67 days	48.5
TCGA-G7-6797-01A	46 years, male, white, stage:iii, alive, 765 days	47.2
TCGA-UZ-A9PJ-01A	78 years, male, white, stage:i, dead, 797 days	47.0
TCGA-P4-A5E8-01A	57 years, male, white, stage:iii, dead, 1306 days	46.7
TCGA-A4-8311-01A	60 years, male, white, stage:i, alive, 729 days	46.2
TCGA-P4-AAVO-01A	69 years, male, white, stage:i, alive, 2400 days	44.8
TCGA-DW-7836-01A	55 years, male, white, stage:i, alive, 1093 days	38.3
TCGA-2Z-A9JN-01A	50 years, female, black or african american, stage:i, alive, 740 days	36.9
TCGA-G7-A8LC-01A	61 years, male, white, stage:i, alive, 702 days	36.1
TCGA-BQ-5883-01A	79 years, female, black or african american, stage:i, alive, 1242 days	35.9
TCGA-F9-A8NY-01A	38 years, female, asian, stage:iv, alive, 36 days	34.0
TCGA-DW-7842-01A	52 years, male, white, stage:i, alive, 92 days	33.2
TCGA-A4-8312-01A	60 years, male, black or african american, stage:i, alive, 708 days	30.5
TCGA-A4-7915-01A	35 years, female, black or african american, stage:ii, alive, 7 days	28.9
TCGA-EV-5902-01A	58 years, male, white, stage:i, alive, 578 days	24.6
TCGA-IZ-8196-01A	50 years, male, white, stage:i, alive, 649 days	24.4
TCGA-Y8-A894-01A	57 years, female, white, stage:i, alive, 567 days	22.0
TCGA-2Z-A9J3-01A	67 years, male, white, stage:ii, dead, 1771 days	21.7
TCGA-HE-A5NJ-01A	58 years, male, alive, 1726 days	20.2
TCGA-A4-7828-01A	74 years, female, black or african american, stage:i, alive, 238 days	18.7
TCGA-B3-4104-01A	75 years, male, white, stage:ii, alive, 1049 days	18.2
TCGA-B9-5155-01A	71 years, male, white, stage:iii, alive, 665 days	15.7
TCGA-UN-AAZ9-01A	76 years, female, black or african american, stage:i, alive, 548 days	14.1
TCGA-HE-7130-01A	female, stage:iii, alive, 1770 days	11.3
TCGA-2Z-A9J9-01A	77 years, male, black or african american, stage:i, alive, 2294 days	11.2
TCGA-GL-7966-01A	28 years, female, white, stage:iii, alive, 112 days	10.5
TCGA-J7-A8I2-01A	75 years, male, asian, stage:i, alive, 307 days	2.7
TCGA-DW-7839-01A	58 years, female, white, stage:i, alive, 419 days	2.0
TCGA-AL-3467-01A	54 years, female, white, alive, 2135 days	1.4
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