Expression of CLU 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: 322.08
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

721.5

Number of samples

285

Samples

Sample	Description	FPKM
TCGA-B1-A47O-01A	54 years, female, white, stage:i, alive, 842 days	3517.8
TCGA-A4-7828-01A	74 years, female, black or african american, stage:i, alive, 238 days	3474.2
TCGA-2Z-A9JJ-01A	69 years, female, white, stage:i, alive, 1213 days	3102.6
TCGA-5P-A9KF-01A	53 years, male, white, alive, 845 days	2425.1
TCGA-SX-A71W-01A	66 years, male, white, stage:i, alive, 1076 days	2378.0
TCGA-IZ-A6M8-01A	69 years, male, black or african american, stage:i, alive, 497 days	2352.9
TCGA-MH-A855-01A	52 years, female, black or african american, stage:ii, alive, 369 days	2296.8
TCGA-BQ-5888-01A	74 years, female, white, stage:i, alive, 403 days	2213.4
TCGA-IA-A83T-01A	80 years, male, white, dead, 2684 days	2156.5
TCGA-G7-7502-01A	83 years, male, white, stage:i, alive, 786 days	2053.2
TCGA-O9-A75Z-01A	44 years, male, white, stage:i, alive, 471 days	1990.6
TCGA-BQ-7053-01A	57 years, female, black or african american, stage:iii, alive, 1516 days	1900.2
TCGA-BQ-7049-01A	45 years, female, white, stage:i, dead, 1364 days	1801.3
TCGA-B9-4115-01A	53 years, male, black or african american, stage:i, alive, 803 days	1721.7
TCGA-BQ-5878-01A	79 years, female, white, stage:iii, alive, 1938 days	1689.3
TCGA-HE-A5NH-01A	62 years, male, stage:i, alive, 791 days	1681.7
TCGA-2Z-A9JQ-01A	66 years, male, white, stage:i, alive, 778 days	1676.4
TCGA-P4-A5ED-01A	51 years, male, white, stage:i, alive, 2816 days	1651.1
TCGA-Y8-A897-01A	68 years, female, white, stage:i, alive, 549 days	1602.9
TCGA-G7-6789-01A	53 years, female, white, stage:iv, dead, 122 days	1585.9
TCGA-BQ-7045-01A	78 years, male, black or african american, stage:i, dead, 1468 days	1577.0
TCGA-G7-6792-01A	40 years, male, black or african american, stage:i, alive, 2765 days	1528.6
TCGA-UZ-A9PR-01A	84 years, male, white, stage:i, alive, 2627 days	1521.6
TCGA-A4-7584-01A	59 years, male, black or african american, stage:i, alive, 650 days	1513.0
TCGA-EV-5903-01A	57 years, male, white, stage:i, alive, 757 days	1485.3
TCGA-B1-A47M-01A	79 years, male, black or african american, stage:iii, alive, 659 days	1483.4
TCGA-P4-AAVL-01A	85 years, male, white, stage:iii, dead, 487 days	1440.3
TCGA-5P-A9K4-01A	54 years, male, white, alive, 2184 days	1438.1
TCGA-BQ-7059-01A	71 years, male, white, stage:i, alive, 232 days	1425.3
TCGA-5P-A9KC-01A	51 years, female, white, alive, 377 days	1409.7
TCGA-A4-8515-01A	47 years, male, american indian or alaska native, stage:i, alive, 709 days	1400.9
TCGA-IA-A83W-01A	70 years, male, white, stage:i, dead, 2043 days	1393.5
TCGA-BQ-7056-01A	75 years, female, white, stage:iii, alive, 612 days	1382.3
TCGA-HE-7129-01A	male, stage:ii, alive, 2492 days	1375.8
TCGA-BQ-5884-01A	59 years, female, black or african american, stage:i, alive, 792 days	1369.0
TCGA-DW-7837-01A	43 years, male, black or african american, stage:i, alive, 1142 days	1318.3
TCGA-F9-A4JJ-01A	35 years, female, black or african american, stage:iii, dead, 325 days	1301.7
TCGA-IA-A40X-01A	49 years, female, black or african american, stage:i, alive, 608 days	1292.8
TCGA-IZ-A6M9-01A	63 years, male, white, stage:i, alive, 376 days	1283.6
TCGA-AL-7173-01A	72 years, female, white, stage:iv, alive, 2060 days	1265.8
TCGA-B9-4113-01A	64 years, male, black or african american, stage:i, dead, 1536 days	1247.7
TCGA-G7-A4TM-01A	41 years, male, black or african american, stage:i, alive, 768 days	1247.0
TCGA-DW-7838-01A	66 years, male, white, stage:i, alive, 744 days	1245.9
TCGA-DZ-6135-01A	45 years, male, stage:i, alive, 2269 days	1208.3
TCGA-B1-7332-01A	61 years, female, black or african american, stage:ii, alive, 1141 days	1204.0
TCGA-A4-7997-01A	67 years, male, white, stage:i, alive, 927 days	1195.3
TCGA-BQ-7051-01A	74 years, male, white, stage:ii, alive, 1533 days	1186.6
TCGA-BQ-5885-01A	63 years, male, white, stage:iii, alive, 921 days	1181.4
TCGA-A4-7996-01A	61 years, female, white, stage:i, alive, 506 days	1172.3
TCGA-MH-A854-01A	62 years, female, black or african american, stage:i, alive, 536 days	1161.9
TCGA-B9-5155-01A	71 years, male, white, stage:iii, alive, 665 days	1146.4
TCGA-4A-A93W-01A	66 years, female, white, stage:i, alive, 4 days	1134.5
TCGA-2Z-A9JN-01A	50 years, female, black or african american, stage:i, alive, 740 days	1126.1
TCGA-B1-A654-01A	43 years, female, black or african american, stage:i, alive, 616 days	1120.9
TCGA-IZ-8196-01A	50 years, male, white, stage:i, alive, 649 days	1117.5
TCGA-UZ-A9PL-01A	59 years, male, white, stage:ii, alive, 3152 days	1110.6
TCGA-GL-A9DD-01A	69 years, male, white, stage:i, alive, 341 days	1104.2
TCGA-2Z-A9JS-01A	74 years, male, white, stage:i, dead, 492 days	1092.3
TCGA-MH-A562-01A	57 years, male, black or african american, stage:i, alive, 616 days	1089.8
TCGA-P4-A5E6-01A	67 years, male, black or african american, stage:iii, alive, 3035 days	1089.1
TCGA-UZ-A9PU-01A	77 years, male, white, stage:i, dead, 933 days	1086.7
TCGA-J7-6720-01A	42 years, male, asian, stage:i, alive, 388 days	1056.2
TCGA-A4-8630-01A	59 years, female, white, stage:i, alive, 436 days	1053.5
TCGA-A4-A6HP-01A	66 years, male, white, stage:i, alive, 379 days	1052.1
TCGA-GL-7773-01A	63 years, male, white, stage:i, alive, 393 days	1051.1
TCGA-UZ-A9PJ-01A	78 years, male, white, stage:i, dead, 797 days	1035.0
TCGA-DZ-6132-01A	69 years, male, stage:i, alive, 2460 days	1024.6
TCGA-5P-A9JW-01A	64 years, male, white, alive, 3241 days	1018.3
TCGA-DW-7841-01A	61 years, male, black or african american, stage:i, alive, 445 days	1015.1
TCGA-IA-A83V-01A	63 years, male, white, stage:i, dead, 2941 days	1012.8
TCGA-MH-A55W-01A	50 years, male, black or african american, stage:i, alive, 1043 days	1010.6
TCGA-5P-A9KE-01A	70 years, male, white, alive, 824 days	1008.4
TCGA-V9-A7HT-01A	67 years, male, black or african american, stage:ii, alive, 965 days	1006.7
TCGA-2Z-A9J8-01A	50 years, male, white, stage:i, alive, 2790 days	1000.7
TCGA-DW-7842-01A	52 years, male, white, stage:i, alive, 92 days	986.0
TCGA-DZ-6134-01A	69 years, male, white, stage:i, alive, 1856 days	982.8
TCGA-P4-A5E8-01A	57 years, male, white, stage:iii, dead, 1306 days	976.2
TCGA-AL-3467-01A	54 years, female, white, alive, 2135 days	973.4
TCGA-5P-A9K9-01A	59 years, female, white, dead, 589 days	962.5
TCGA-2K-A9WE-01A	53 years, male, white, stage:ii, alive, 214 days	948.2
TCGA-2Z-A9JK-01A	50 years, male, white, stage:iii, alive, 1186 days	946.3
TCGA-SX-A7SU-01A	47 years, male, stage:i, alive, 1331 days	936.7
TCGA-Y8-A8S0-01A	58 years, male, white, stage:i, alive, 183 days	925.7
TCGA-UZ-A9PZ-01A	65 years, male, white, stage:iii, alive, 657 days	915.3
TCGA-EV-5901-01A	47 years, female, white, stage:i, alive, 1040 days	908.0
TCGA-BQ-5879-01A	32 years, female, white, stage:iii, dead, 697 days	903.3
TCGA-DW-7839-01A	58 years, female, white, stage:i, alive, 419 days	883.3
TCGA-BQ-5876-01A	75 years, male, white, stage:i, alive, 586 days	879.1
TCGA-AL-3472-01A	57 years, male, black or african american, alive, 2029 days	867.8
TCGA-SX-A7SQ-01A	48 years, male, white, stage:i, alive, 1266 days	854.4
TCGA-A4-7915-01A	35 years, female, black or african american, stage:ii, alive, 7 days	849.9
TCGA-5P-A9K0-01A	75 years, male, white, alive, 677 days	847.8
TCGA-UZ-A9Q0-01A	60 years, male, white, stage:i, alive, 3368 days	844.1
TCGA-UZ-A9PM-01A	62 years, male, white, stage:ii, alive, 3811 days	843.8
TCGA-IZ-8195-01A	82 years, male, white, stage:ii, alive, 677 days	841.7
TCGA-UZ-A9PS-01A	62 years, female, black or african american, stage:ii, alive, 2167 days	841.4
TCGA-5P-A9KA-01A	61 years, male, white, alive, 395 days	839.0
TCGA-BQ-5886-01A	75 years, male, white, stage:iii, alive, 792 days	833.3
TCGA-Y8-A898-01A	69 years, male, white, stage:i, alive, 475 days	819.4
TCGA-BQ-7062-01A	64 years, male, black or african american, stage:i, alive, 116 days	802.1
TCGA-P4-A5E7-01A	74 years, female, white, stage:i, alive, 2649 days	787.8
TCGA-A4-7288-01A	71 years, female, white, alive, 1857 days	787.4
TCGA-BQ-7048-01A	64 years, male, white, stage:iii, alive, 2839 days	775.7
TCGA-SX-A71S-01A	66 years, female, white, stage:i, alive, 1504 days	770.3
TCGA-2Z-A9J7-01A	63 years, male, white, stage:iv, dead, 139 days	755.9
TCGA-UZ-A9PK-01A	71 years, male, white, stage:i, alive, 3571 days	747.8
TCGA-SX-A7SR-01A	66 years, male, white, stage:ii, alive, 805 days	745.6
TCGA-MH-A55Z-01A	65 years, male, black or african american, stage:i, alive, 845 days	745.4
TCGA-UZ-A9PX-01A	73 years, male, white, stage:i, alive, 1981 days	744.0
TCGA-BQ-7060-01A	53 years, male, american indian or alaska native, stage:i, alive, 214 days	739.0
TCGA-BQ-5887-01A	54 years, male, white, stage:iii, alive, 771 days	734.7
TCGA-DW-5561-01A	51 years, male, black or african american, stage:i, alive, 414 days	730.3
TCGA-2Z-A9J3-01A	67 years, male, white, stage:ii, dead, 1771 days	722.2
TCGA-F9-A97G-01A	79 years, male, asian, stage:iii, alive, 13 days	718.3
TCGA-UZ-A9PP-01A	60 years, male, white, stage:i, alive, 3010 days	717.8
TCGA-HE-A5NJ-01A	58 years, male, alive, 1726 days	714.3
TCGA-P4-AAVO-01A	69 years, male, white, stage:i, alive, 2400 days	712.3
TCGA-G7-A8LE-01A	62 years, male, white, stage:i, alive, 2453 days	694.2
TCGA-A4-A48D-01A	85 years, male, black or african american, stage:i, alive, 379 days	692.8
TCGA-A4-7732-01A	55 years, male, black or african american, alive, 582 days	690.3
TCGA-BQ-5882-01A	54 years, male, stage:iii, dead, 658 days	686.7
TCGA-BQ-7050-01A	53 years, female, white, stage:i, alive, 1864 days	684.3
TCGA-2Z-A9JR-01A	57 years, male, white, stage:i, alive, 161 days	684.2
TCGA-B3-8121-01A	48 years, female, black or african american, stage:i, alive, 379 days	664.9
TCGA-B1-A47N-01A	62 years, male, white, stage:i, alive, 1110 days	654.8
TCGA-B1-A656-01A	64 years, male, white, stage:i, alive, 618 days	654.7
TCGA-BQ-5890-01A	69 years, male, white, stage:iii, alive, 233 days	651.8
TCGA-IA-A83S-01A	81 years, male, white, dead, 2609 days	649.3
TCGA-Y8-A8S1-01A	61 years, male, white, stage:i, alive, 404 days	646.8
TCGA-B3-A6W5-01A	43 years, male, black or african american, stage:i, alive, 309 days	645.8
TCGA-DW-7840-01A	60 years, male, black or african american, stage:i, alive, 114 days	642.1
TCGA-A4-8312-01A	60 years, male, black or african american, stage:i, alive, 708 days	634.1
TCGA-GL-A59T-01A	46 years, male, white, stage:i, alive, 546 days	629.8
TCGA-AL-3471-01A	74 years, male, white, stage:i, dead, 1500 days	610.2
TCGA-5P-A9JU-01A	81 years, male, white, stage:iii, alive, 373 days	608.9
TCGA-2Z-A9JL-01A	47 years, male, black or african american, stage:i, alive, 1006 days	600.9
TCGA-P4-AAVM-01A	69 years, male, white, stage:i, alive, 1539 days	596.2
TCGA-BQ-5880-01A	79 years, male, white, stage:iii, dead, 1314 days	593.7
TCGA-KV-A6GD-01A	85 years, male, white, stage:i, alive, 560 days	584.5
TCGA-GL-A4EM-01A	62 years, male, white, stage:i, alive, 32 days	582.6
TCGA-SX-A7SN-01A	52 years, male, white, stage:i, alive, 578 days	578.8
TCGA-2Z-A9J2-01A	71 years, female, white, stage:i, alive, 1795 days	575.9
TCGA-Y8-A8RZ-01A	55 years, male, white, stage:i, alive, 112 days	575.2
TCGA-MH-A561-01A	66 years, male, white, stage:i, alive, 841 days	574.6
TCGA-F9-A8NY-01A	38 years, female, asian, stage:iv, alive, 36 days	574.1
TCGA-DW-7834-01A	53 years, male, white, stage:i, alive, 3950 days	570.1
TCGA-UZ-A9PN-01A	54 years, male, white, stage:iii, dead, 1136 days	555.6
TCGA-B9-A8YH-01A	52 years, male, black or african american, stage:i, alive, 532 days	552.9
TCGA-BQ-7044-01A	73 years, male, white, stage:iii, alive, 3760 days	546.0
TCGA-BQ-5883-01A	79 years, female, black or african american, stage:i, alive, 1242 days	541.6
TCGA-AL-3473-01A	55 years, male, white, stage:ii, alive, 1906 days	540.4
TCGA-B9-A5W9-01A	40 years, male, white, stage:i, alive, 5 days	533.5
TCGA-A4-8517-01A	71 years, male, white, stage:i, alive, 597 days	530.4
TCGA-G7-7501-01A	55 years, female, black or african american, stage:iii, dead, 624 days	529.4
TCGA-SX-A71U-01A	57 years, male, white, stage:i, alive, 1357 days	528.7
TCGA-GL-A9DE-01A	74 years, male, black or african american, stage:i, alive, 496 days	525.3
TCGA-5P-A9K6-01A	64 years, male, white, alive, 1914 days	524.7
TCGA-IA-A40Y-01A	60 years, female, white, stage:iii, alive, 62 days	513.7
TCGA-A4-8310-01A	58 years, male, white, stage:iii, alive, 780 days	507.3
TCGA-SX-A7SM-01A	60 years, male, black or african american, stage:iv, dead, 363 days	501.6
TCGA-2Z-A9JO-01A	56 years, female, black or african american, stage:i, alive, 949 days	501.0
TCGA-Y8-A894-01A	57 years, female, white, stage:i, alive, 567 days	500.4
TCGA-SX-A71R-01A	51 years, male, white, stage:i, alive, 1457 days	498.0
TCGA-BQ-7046-01A	61 years, male, white, stage:i, alive, 2948 days	493.8
TCGA-4A-A93X-01A	58 years, male, white, stage:iv, alive, 390 days	490.8
TCGA-Y8-A895-01A	74 years, male, white, stage:i, alive, 484 days	487.5
TCGA-UZ-A9PV-01A	65 years, male, white, stage:i, alive, 1444 days	486.3
TCGA-BQ-7058-01A	81 years, male, white, stage:iii, dead, 343 days	480.2
TCGA-B9-A44B-01A	70 years, male, black or african american, stage:iii, alive, 361 days	478.5
TCGA-A4-7734-01A	53 years, female, white, stage:i, alive, 27 days	477.2
TCGA-2Z-A9J9-01A	77 years, male, black or african american, stage:i, alive, 2294 days	476.6
TCGA-2Z-A9JI-01A	38 years, male, white, stage:iii, alive, 1567 days	466.8
TCGA-P4-A5EA-01A	54 years, female, white, stage:iii, dead, 201 days	461.1
TCGA-2Z-A9J1-01A	71 years, male, white, stage:i, alive, 2298 days	457.7
TCGA-2Z-A9JP-01A	63 years, male, white, stage:i, alive, 893 days	451.5
TCGA-SX-A7SL-01A	74 years, male, stage:i, alive, 823 days	444.9
TCGA-B9-A5W7-01A	47 years, male, black or african american, stage:i, alive, 585 days	442.4
TCGA-B9-A8YI-01A	79 years, male, black or african american, stage:i, alive, 374 days	437.8
TCGA-B9-7268-01A	59 years, male, white, stage:ii, alive, 671 days	432.7
TCGA-WN-A9G9-01A	male, white, stage:i, alive, 791 days	430.4
TCGA-A4-A4ZT-01A	71 years, female, white, stage:i, alive, 516 days	428.6
TCGA-BQ-5877-01A	60 years, male, black or african american, stage:iv, dead, 270 days	426.8
TCGA-GL-A59R-01A	79 years, male, white, stage:iii, alive, 378 days	417.1
TCGA-GL-A9DC-01A	66 years, female, white, stage:i, alive, 392 days	416.6
TCGA-GL-7966-01A	28 years, female, white, stage:iii, alive, 112 days	412.2
TCGA-Q2-A5QZ-01A	61 years, female, black or african american, stage:iii, alive, 428 days	411.6
TCGA-DW-7836-01A	55 years, male, white, stage:i, alive, 1093 days	411.0
TCGA-EV-5902-01A	58 years, male, white, stage:i, alive, 578 days	410.6
TCGA-B9-A5W8-01A	50 years, male, black or african american, stage:ii, alive, 524 days	403.2
TCGA-DW-7963-01B	43 years, male, black or african american, stage:i, alive, 1240 days	395.0
TCGA-P4-AAVK-01A	74 years, male, white, stage:iii, alive, 1590 days	387.7
TCGA-5P-A9K2-01A	62 years, male, white, alive, 2392 days	385.1
TCGA-BQ-5893-01A	61 years, male, white, stage:iv, dead, 241 days	382.2
TCGA-B1-A655-01A	77 years, female, white, stage:i, alive, 510 days	381.0
TCGA-HE-A5NL-01A	51 years, male, stage:i, alive, 767 days	380.3
TCGA-P4-A5EB-01A	83 years, male, white, stage:i, alive, 3015 days	378.5
TCGA-A4-A5XZ-01A	65 years, female, white, stage:ii, alive, 479 days	377.9
TCGA-2Z-A9JM-01A	28 years, male, white, stage:i, alive, 934 days	373.4
TCGA-B9-A69E-01A	71 years, male, white, stage:iii, alive, 452 days	373.2
TCGA-A4-A5Y1-01A	75 years, male, white, stage:iii, dead, 395 days	357.0
TCGA-G7-6790-01A	57 years, male, white, stage:i, alive, 1575 days	351.4
TCGA-B9-5156-01A	51 years, male, white, alive, 1338 days	349.6
TCGA-2Z-A9JE-01A	59 years, male, white, stage:i, alive, 1728 days	348.2
TCGA-A4-8311-01A	60 years, male, white, stage:i, alive, 729 days	343.4
TCGA-B1-A657-01A	54 years, male, white, stage:i, alive, 641 days	342.1
TCGA-KV-A6GE-01A	65 years, male, white, stage:i, alive, 885 days	340.8
TCGA-G7-6793-01A	60 years, female, white, stage:iv, dead, 336 days	339.7
TCGA-BQ-5891-01A	57 years, female, white, stage:iii, alive, 29 days	336.1
TCGA-B1-5398-01A	73 years, male, white, stage:iii, alive, 1251 days	335.8
TCGA-2Z-A9J5-01A	80 years, male, white, stage:ii, alive, 3050 days	332.6
TCGA-F9-A7VF-01A	75 years, female, white, stage:i, alive, 73 days	330.5
TCGA-4A-A93Y-01A	63 years, female, black or african american, stage:ii, alive, 352 days	330.1
TCGA-BQ-5881-01A	69 years, male, white, stage:i, alive, 1454 days	329.9
TCGA-B3-4103-01A	56 years, male, white, stage:i, alive, 930 days	328.3
TCGA-WN-AB4C-01A	female, white, stage:i, alive, 1188 days	327.6
TCGA-HE-A5NK-01A	82 years, male, alive, 2228 days	327.3
TCGA-A4-8516-01A	62 years, male, white, stage:iii, alive, 23 days	316.9
TCGA-BQ-5889-01A	63 years, male, white, stage:iv, dead, 329 days	313.0
TCGA-PJ-A5Z9-01A	80 years, female, white, stage:i, alive, 540 days	309.9
TCGA-A4-7585-01A	67 years, male, white, stage:iii, dead, 1070 days	309.5
TCGA-MH-A857-01A	63 years, male, black or african american, stage:i, alive, 890 days	306.7
TCGA-B9-4116-01A	75 years, female, black or african american, alive, 627 days	306.1
TCGA-BQ-5894-01A	42 years, male, stage:iv, alive, 84 days	303.3
TCGA-5P-A9JZ-01A	51 years, female, white, alive, 2744 days	302.4
TCGA-MH-A856-01A	54 years, male, white, stage:i, alive, 947 days	293.0
TCGA-AT-A5NU-01A	77 years, male, white, stage:i, alive, 67 days	289.9
TCGA-Y8-A8RY-01A	63 years, male, white, stage:i, alive, 769 days	289.9
TCGA-5P-A9JY-01A	79 years, male, white, dead, 1508 days	285.9
TCGA-IA-A40U-01A	56 years, male, white, stage:iii, alive, 511 days	284.0
TCGA-2Z-A9JT-01A	71 years, male, white, stage:i, alive, 684 days	281.2
TCGA-A4-8518-01A	48 years, male, white, stage:i, alive, 600 days	277.3
TCGA-UZ-A9PO-01A	80 years, male, white, stage:i, alive, 1911 days	276.9
TCGA-5P-A9K3-01A	59 years, male, white, dead, 471 days	276.2
TCGA-2Z-A9JG-01A	64 years, male, white, stage:i, alive, 1662 days	274.3
TCGA-A4-7286-01A	42 years, male, white, alive, 554 days	272.1
TCGA-A4-8098-01A	73 years, male, black or african american, stage:i, alive, 896 days	271.7
TCGA-SX-A7SS-01A	67 years, male, white, stage:i, alive, 1615 days	263.1
TCGA-SX-A7SP-01A	66 years, female, white, stage:i, dead, 496 days	258.3
TCGA-B9-4117-01A	48 years, female, black or african american, alive, 14 days	250.8
TCGA-2Z-A9J6-01A	61 years, male, white, stage:i, alive, 1731 days	238.8
TCGA-Y8-A896-01A	62 years, male, white, stage:iii, alive, 567 days	232.6
TCGA-SX-A7SO-01A	64 years, male, white, stage:i, alive, 1257 days	229.7
TCGA-A4-A5Y0-01A	61 years, female, white, stage:i, alive, 252 days	215.3
TCGA-DZ-6133-01A	66 years, female, white, stage:i, dead, 1557 days	214.5
TCGA-AL-3466-01A	41 years, male, white, stage:iv, dead, 293 days	210.6
TCGA-UZ-A9Q1-01A	88 years, female, white, stage:i, alive, 1562 days	201.4
TCGA-HE-A5NF-01A	58 years, male, stage:i, alive, 2582 days	200.9
TCGA-GL-6846-01A	52 years, male, white, stage:iv, alive, 5925 days	194.6
TCGA-J7-8537-01A	37 years, female, asian, stage:iii, dead, 321 days	191.4
TCGA-PJ-A5Z8-01A	60 years, female, white, stage:i, alive, 600 days	181.6
TCGA-BQ-5892-01A	51 years, male, white, stage:i, alive, 364 days	181.4
TCGA-MH-A560-01A	62 years, male, white, stage:i, alive, 924 days	168.6
TCGA-AL-3468-01A	74 years, male, white, stage:ii, dead, 2331 days	165.9
TCGA-5P-A9K8-01A	51 years, female, white, alive, 1309 days	164.7
TCGA-B3-3925-01A	52 years, male, white, stage:iii, alive, 1029 days	164.6
TCGA-G7-6796-01A	58 years, male, white, stage:i, alive, 2173 days	161.6
TCGA-BQ-5875-01A	66 years, female, white, stage:iii, alive, 2639 days	152.0
TCGA-5P-A9JV-01A	49 years, male, white, alive, 2043 days	150.9
TCGA-HE-A5NI-01A	73 years, male, stage:i, alive, 360 days	138.5
TCGA-SX-A71V-01A	80 years, male, white, stage:i, alive, 876 days	134.3
TCGA-5P-A9KH-01A	77 years, male, white, alive, 2051 days	131.7
TCGA-BQ-7061-01A	84 years, female, white, stage:i, alive, 218 days	124.2
TCGA-A4-A5DU-01A	45 years, female, white, stage:i, alive, 496 days	114.8
TCGA-UZ-A9PQ-01A	59 years, male, black or african american, stage:iii, dead, 2624 days	107.5
TCGA-KV-A74V-01A	40 years, male, white, stage:i, alive, 347 days	102.8
TCGA-G7-A8LD-01A	71 years, male, white, stage:iii, dead, 514 days	101.0
TCGA-GL-8500-01A	63 years, male, white, stage:i, alive, 841 days	92.0
TCGA-G7-A8LB-01A	70 years, male, white, stage:iv, alive, 547 days	91.6
TCGA-B3-4104-01A	75 years, male, white, stage:ii, alive, 1049 days	90.4
TCGA-B9-4617-01A	41 years, male, black or african american, alive, 35 days	90.2
TCGA-A4-A57E-01A	59 years, male, white, stage:iv, dead, 258 days	86.7
TCGA-A4-7287-01A	75 years, female, white, stage:i, dead, 597 days	86.3
TCGA-UN-AAZ9-01A	76 years, female, black or african american, stage:i, alive, 548 days	85.2
TCGA-AL-A5DJ-01A	55 years, female, white, stage:iii, dead, 1498 days	81.0
TCGA-DW-5560-01A	38 years, female, white, stage:i, alive, 1486 days	75.4
TCGA-A4-7583-01A	60 years, male, black or african american, stage:i, alive, 3 days	54.1
TCGA-HE-7130-01A	female, stage:iii, alive, 1770 days	53.3
TCGA-BQ-7055-01A	73 years, male, white, stage:i, alive, 799 days	50.4
TCGA-G7-6795-01A	56 years, male, white, stage:i, alive, 1194 days	50.2
TCGA-G7-6797-01A	46 years, male, white, stage:iii, alive, 765 days	46.4
TCGA-2Z-A9JD-01A	66 years, male, white, stage:i, alive, 1060 days	33.7
TCGA-G7-A8LC-01A	61 years, male, white, stage:i, alive, 702 days	26.4
TCGA-J7-A8I2-01A	75 years, male, asian, stage:i, alive, 307 days	23.3
TCGA-B3-3926-01A	59 years, female, white, stage:i, alive, 883 days	22.4
TCGA-F9-A7Q0-01A	37 years, female, asian, stage:i, alive, 398 days	12.1
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