Expression of PSAP 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: 657.7
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

895.7

Number of samples

285

Samples

Sample	Description	FPKM
TCGA-Y8-A8S1-01A	61 years, male, white, stage:i, alive, 404 days	3450.2
TCGA-B1-5398-01A	73 years, male, white, stage:iii, alive, 1251 days	2946.8
TCGA-BQ-5884-01A	59 years, female, black or african american, stage:i, alive, 792 days	2907.7
TCGA-4A-A93Y-01A	63 years, female, black or african american, stage:ii, alive, 352 days	2857.9
TCGA-DZ-6132-01A	69 years, male, stage:i, alive, 2460 days	2523.1
TCGA-IA-A83T-01A	80 years, male, white, dead, 2684 days	2298.7
TCGA-BQ-7059-01A	71 years, male, white, stage:i, alive, 232 days	2066.1
TCGA-B9-A5W8-01A	50 years, male, black or african american, stage:ii, alive, 524 days	2023.4
TCGA-IZ-A6M8-01A	69 years, male, black or african american, stage:i, alive, 497 days	1996.5
TCGA-2K-A9WE-01A	53 years, male, white, stage:ii, alive, 214 days	1960.7
TCGA-SX-A7SO-01A	64 years, male, white, stage:i, alive, 1257 days	1895.6
TCGA-2Z-A9JO-01A	56 years, female, black or african american, stage:i, alive, 949 days	1877.6
TCGA-B1-A656-01A	64 years, male, white, stage:i, alive, 618 days	1870.5
TCGA-A4-7286-01A	42 years, male, white, alive, 554 days	1745.2
TCGA-F9-A97G-01A	79 years, male, asian, stage:iii, alive, 13 days	1722.9
TCGA-IA-A40X-01A	49 years, female, black or african american, stage:i, alive, 608 days	1685.9
TCGA-BQ-5879-01A	32 years, female, white, stage:iii, dead, 697 days	1660.8
TCGA-G7-6793-01A	60 years, female, white, stage:iv, dead, 336 days	1653.9
TCGA-F9-A8NY-01A	38 years, female, asian, stage:iv, alive, 36 days	1651.2
TCGA-BQ-5887-01A	54 years, male, white, stage:iii, alive, 771 days	1648.4
TCGA-J7-8537-01A	37 years, female, asian, stage:iii, dead, 321 days	1644.4
TCGA-HE-A5NK-01A	82 years, male, alive, 2228 days	1640.8
TCGA-Y8-A897-01A	68 years, female, white, stage:i, alive, 549 days	1616.9
TCGA-DW-7838-01A	66 years, male, white, stage:i, alive, 744 days	1600.0
TCGA-IA-A83V-01A	63 years, male, white, stage:i, dead, 2941 days	1579.6
TCGA-PJ-A5Z8-01A	60 years, female, white, stage:i, alive, 600 days	1573.0
TCGA-Y8-A898-01A	69 years, male, white, stage:i, alive, 475 days	1564.3
TCGA-GL-A9DD-01A	69 years, male, white, stage:i, alive, 341 days	1559.4
TCGA-F9-A4JJ-01A	35 years, female, black or african american, stage:iii, dead, 325 days	1526.6
TCGA-V9-A7HT-01A	67 years, male, black or african american, stage:ii, alive, 965 days	1481.1
TCGA-GL-A4EM-01A	62 years, male, white, stage:i, alive, 32 days	1476.9
TCGA-B3-8121-01A	48 years, female, black or african american, stage:i, alive, 379 days	1442.8
TCGA-KV-A6GD-01A	85 years, male, white, stage:i, alive, 560 days	1431.2
TCGA-MH-A854-01A	62 years, female, black or african american, stage:i, alive, 536 days	1428.0
TCGA-B1-A655-01A	77 years, female, white, stage:i, alive, 510 days	1418.6
TCGA-A4-7583-01A	60 years, male, black or african american, stage:i, alive, 3 days	1397.1
TCGA-DZ-6134-01A	69 years, male, white, stage:i, alive, 1856 days	1393.9
TCGA-A4-7996-01A	61 years, female, white, stage:i, alive, 506 days	1392.0
TCGA-BQ-7050-01A	53 years, female, white, stage:i, alive, 1864 days	1385.4
TCGA-5P-A9K8-01A	51 years, female, white, alive, 1309 days	1383.6
TCGA-UZ-A9PM-01A	62 years, male, white, stage:ii, alive, 3811 days	1380.7
TCGA-F9-A7Q0-01A	37 years, female, asian, stage:i, alive, 398 days	1373.4
TCGA-HE-A5NF-01A	58 years, male, stage:i, alive, 2582 days	1363.7
TCGA-MH-A855-01A	52 years, female, black or african american, stage:ii, alive, 369 days	1361.0
TCGA-A4-8516-01A	62 years, male, white, stage:iii, alive, 23 days	1326.0
TCGA-BQ-5877-01A	60 years, male, black or african american, stage:iv, dead, 270 days	1305.8
TCGA-B9-A5W7-01A	47 years, male, black or african american, stage:i, alive, 585 days	1301.1
TCGA-B1-7332-01A	61 years, female, black or african american, stage:ii, alive, 1141 days	1292.4
TCGA-IA-A83S-01A	81 years, male, white, dead, 2609 days	1285.6
TCGA-A4-A48D-01A	85 years, male, black or african american, stage:i, alive, 379 days	1283.7
TCGA-B9-5156-01A	51 years, male, white, alive, 1338 days	1278.6
TCGA-MH-A561-01A	66 years, male, white, stage:i, alive, 841 days	1269.9
TCGA-BQ-5893-01A	61 years, male, white, stage:iv, dead, 241 days	1224.8
TCGA-IZ-A6M9-01A	63 years, male, white, stage:i, alive, 376 days	1202.3
TCGA-A4-8312-01A	60 years, male, black or african american, stage:i, alive, 708 days	1196.6
TCGA-Y8-A896-01A	62 years, male, white, stage:iii, alive, 567 days	1193.8
TCGA-B9-A69E-01A	71 years, male, white, stage:iii, alive, 452 days	1193.5
TCGA-BQ-5883-01A	79 years, female, black or african american, stage:i, alive, 1242 days	1189.2
TCGA-AL-3473-01A	55 years, male, white, stage:ii, alive, 1906 days	1180.3
TCGA-GL-8500-01A	63 years, male, white, stage:i, alive, 841 days	1178.2
TCGA-A4-7585-01A	67 years, male, white, stage:iii, dead, 1070 days	1139.9
TCGA-A4-A6HP-01A	66 years, male, white, stage:i, alive, 379 days	1118.8
TCGA-2Z-A9JR-01A	57 years, male, white, stage:i, alive, 161 days	1118.3
TCGA-2Z-A9JG-01A	64 years, male, white, stage:i, alive, 1662 days	1111.3
TCGA-2Z-A9J1-01A	71 years, male, white, stage:i, alive, 2298 days	1098.7
TCGA-B3-3925-01A	52 years, male, white, stage:iii, alive, 1029 days	1096.8
TCGA-UZ-A9PK-01A	71 years, male, white, stage:i, alive, 3571 days	1095.4
TCGA-B9-4117-01A	48 years, female, black or african american, alive, 14 days	1095.2
TCGA-BQ-5891-01A	57 years, female, white, stage:iii, alive, 29 days	1086.9
TCGA-2Z-A9J5-01A	80 years, male, white, stage:ii, alive, 3050 days	1085.5
TCGA-G7-6797-01A	46 years, male, white, stage:iii, alive, 765 days	1075.3
TCGA-BQ-7048-01A	64 years, male, white, stage:iii, alive, 2839 days	1062.9
TCGA-A4-7915-01A	35 years, female, black or african american, stage:ii, alive, 7 days	1060.0
TCGA-HE-A5NH-01A	62 years, male, stage:i, alive, 791 days	1056.3
TCGA-BQ-5878-01A	79 years, female, white, stage:iii, alive, 1938 days	1056.2
TCGA-Q2-A5QZ-01A	61 years, female, black or african american, stage:iii, alive, 428 days	1046.8
TCGA-2Z-A9JN-01A	50 years, female, black or african american, stage:i, alive, 740 days	1045.7
TCGA-UZ-A9PO-01A	80 years, male, white, stage:i, alive, 1911 days	1036.6
TCGA-MH-A55W-01A	50 years, male, black or african american, stage:i, alive, 1043 days	1034.4
TCGA-B9-7268-01A	59 years, male, white, stage:ii, alive, 671 days	1031.9
TCGA-GL-7773-01A	63 years, male, white, stage:i, alive, 393 days	1027.0
TCGA-B3-3926-01A	59 years, female, white, stage:i, alive, 883 days	1025.3
TCGA-A4-7997-01A	67 years, male, white, stage:i, alive, 927 days	1022.6
TCGA-BQ-7046-01A	61 years, male, white, stage:i, alive, 2948 days	1013.2
TCGA-PJ-A5Z9-01A	80 years, female, white, stage:i, alive, 540 days	1010.3
TCGA-5P-A9JZ-01A	51 years, female, white, alive, 2744 days	1004.1
TCGA-DZ-6133-01A	66 years, female, white, stage:i, dead, 1557 days	1002.1
TCGA-SX-A7SP-01A	66 years, female, white, stage:i, dead, 496 days	1000.2
TCGA-UN-AAZ9-01A	76 years, female, black or african american, stage:i, alive, 548 days	996.2
TCGA-A4-A5Y1-01A	75 years, male, white, stage:iii, dead, 395 days	994.3
TCGA-BQ-5875-01A	66 years, female, white, stage:iii, alive, 2639 days	980.1
TCGA-Y8-A894-01A	57 years, female, white, stage:i, alive, 567 days	974.5
TCGA-B9-4113-01A	64 years, male, black or african american, stage:i, dead, 1536 days	971.2
TCGA-J7-6720-01A	42 years, male, asian, stage:i, alive, 388 days	970.0
TCGA-B9-A8YI-01A	79 years, male, black or african american, stage:i, alive, 374 days	967.6
TCGA-DW-7842-01A	52 years, male, white, stage:i, alive, 92 days	964.4
TCGA-5P-A9K3-01A	59 years, male, white, dead, 471 days	959.2
TCGA-SX-A71S-01A	66 years, female, white, stage:i, alive, 1504 days	956.0
TCGA-BQ-5894-01A	42 years, male, stage:iv, alive, 84 days	955.6
TCGA-2Z-A9JT-01A	71 years, male, white, stage:i, alive, 684 days	954.7
TCGA-A4-8517-01A	71 years, male, white, stage:i, alive, 597 days	945.0
TCGA-MH-A857-01A	63 years, male, black or african american, stage:i, alive, 890 days	943.5
TCGA-GL-A9DE-01A	74 years, male, black or african american, stage:i, alive, 496 days	932.3
TCGA-A4-8310-01A	58 years, male, white, stage:iii, alive, 780 days	932.2
TCGA-GL-A59R-01A	79 years, male, white, stage:iii, alive, 378 days	923.3
TCGA-5P-A9KC-01A	51 years, female, white, alive, 377 days	921.6
TCGA-UZ-A9PS-01A	62 years, female, black or african american, stage:ii, alive, 2167 days	918.0
TCGA-Y8-A8RY-01A	63 years, male, white, stage:i, alive, 769 days	910.5
TCGA-BQ-7045-01A	78 years, male, black or african american, stage:i, dead, 1468 days	909.4
TCGA-EV-5901-01A	47 years, female, white, stage:i, alive, 1040 days	908.0
TCGA-SX-A71V-01A	80 years, male, white, stage:i, alive, 876 days	903.1
TCGA-A4-7734-01A	53 years, female, white, stage:i, alive, 27 days	895.5
TCGA-IZ-8196-01A	50 years, male, white, stage:i, alive, 649 days	893.9
TCGA-EV-5903-01A	57 years, male, white, stage:i, alive, 757 days	893.5
TCGA-WN-A9G9-01A	male, white, stage:i, alive, 791 days	892.3
TCGA-G7-A8LD-01A	71 years, male, white, stage:iii, dead, 514 days	889.5
TCGA-BQ-7062-01A	64 years, male, black or african american, stage:i, alive, 116 days	889.4
TCGA-BQ-7055-01A	73 years, male, white, stage:i, alive, 799 days	889.3
TCGA-P4-AAVK-01A	74 years, male, white, stage:iii, alive, 1590 days	881.5
TCGA-IZ-8195-01A	82 years, male, white, stage:ii, alive, 677 days	874.5
TCGA-SX-A71U-01A	57 years, male, white, stage:i, alive, 1357 days	867.6
TCGA-A4-A5XZ-01A	65 years, female, white, stage:ii, alive, 479 days	865.8
TCGA-2Z-A9JS-01A	74 years, male, white, stage:i, dead, 492 days	857.0
TCGA-B1-A657-01A	54 years, male, white, stage:i, alive, 641 days	845.8
TCGA-B3-4103-01A	56 years, male, white, stage:i, alive, 930 days	844.8
TCGA-IA-A40U-01A	56 years, male, white, stage:iii, alive, 511 days	844.0
TCGA-HE-7130-01A	female, stage:iii, alive, 1770 days	837.3
TCGA-SX-A7SR-01A	66 years, male, white, stage:ii, alive, 805 days	830.9
TCGA-P4-A5E8-01A	57 years, male, white, stage:iii, dead, 1306 days	826.0
TCGA-BQ-7060-01A	53 years, male, american indian or alaska native, stage:i, alive, 214 days	822.7
TCGA-B9-A8YH-01A	52 years, male, black or african american, stage:i, alive, 532 days	819.2
TCGA-DW-7840-01A	60 years, male, black or african american, stage:i, alive, 114 days	811.8
TCGA-DZ-6135-01A	45 years, male, stage:i, alive, 2269 days	810.2
TCGA-G7-6790-01A	57 years, male, white, stage:i, alive, 1575 days	809.0
TCGA-A4-8630-01A	59 years, female, white, stage:i, alive, 436 days	809.0
TCGA-BQ-7049-01A	45 years, female, white, stage:i, dead, 1364 days	806.9
TCGA-UZ-A9PQ-01A	59 years, male, black or african american, stage:iii, dead, 2624 days	803.5
TCGA-2Z-A9JE-01A	59 years, male, white, stage:i, alive, 1728 days	798.6
TCGA-G7-7502-01A	83 years, male, white, stage:i, alive, 786 days	788.4
TCGA-P4-A5EB-01A	83 years, male, white, stage:i, alive, 3015 days	787.4
TCGA-2Z-A9JQ-01A	66 years, male, white, stage:i, alive, 778 days	786.9
TCGA-B1-A654-01A	43 years, female, black or african american, stage:i, alive, 616 days	784.8
TCGA-GL-A9DC-01A	66 years, female, white, stage:i, alive, 392 days	776.7
TCGA-SX-A7SQ-01A	48 years, male, white, stage:i, alive, 1266 days	773.5
TCGA-5P-A9K6-01A	64 years, male, white, alive, 1914 days	771.0
TCGA-P4-A5ED-01A	51 years, male, white, stage:i, alive, 2816 days	770.9
TCGA-UZ-A9PP-01A	60 years, male, white, stage:i, alive, 3010 days	770.5
TCGA-2Z-A9JP-01A	63 years, male, white, stage:i, alive, 893 days	765.4
TCGA-P4-A5E7-01A	74 years, female, white, stage:i, alive, 2649 days	763.0
TCGA-UZ-A9PX-01A	73 years, male, white, stage:i, alive, 1981 days	757.7
TCGA-DW-7836-01A	55 years, male, white, stage:i, alive, 1093 days	757.5
TCGA-A4-8098-01A	73 years, male, black or african american, stage:i, alive, 896 days	750.8
TCGA-G7-A8LE-01A	62 years, male, white, stage:i, alive, 2453 days	749.5
TCGA-SX-A7SN-01A	52 years, male, white, stage:i, alive, 578 days	747.3
TCGA-UZ-A9PJ-01A	78 years, male, white, stage:i, dead, 797 days	738.7
TCGA-2Z-A9JI-01A	38 years, male, white, stage:iii, alive, 1567 days	731.1
TCGA-IA-A40Y-01A	60 years, female, white, stage:iii, alive, 62 days	727.1
TCGA-BQ-7053-01A	57 years, female, black or african american, stage:iii, alive, 1516 days	726.2
TCGA-DW-5560-01A	38 years, female, white, stage:i, alive, 1486 days	726.1
TCGA-UZ-A9PN-01A	54 years, male, white, stage:iii, dead, 1136 days	725.3
TCGA-WN-AB4C-01A	female, white, stage:i, alive, 1188 days	725.2
TCGA-BQ-5888-01A	74 years, female, white, stage:i, alive, 403 days	723.0
TCGA-B9-A5W9-01A	40 years, male, white, stage:i, alive, 5 days	716.5
TCGA-P4-AAVL-01A	85 years, male, white, stage:iii, dead, 487 days	716.5
TCGA-BQ-7044-01A	73 years, male, white, stage:iii, alive, 3760 days	712.9
TCGA-AT-A5NU-01A	77 years, male, white, stage:i, alive, 67 days	712.2
TCGA-GL-7966-01A	28 years, female, white, stage:iii, alive, 112 days	708.0
TCGA-5P-A9K0-01A	75 years, male, white, alive, 677 days	707.5
TCGA-EV-5902-01A	58 years, male, white, stage:i, alive, 578 days	706.9
TCGA-B9-4115-01A	53 years, male, black or african american, stage:i, alive, 803 days	704.4
TCGA-GL-A59T-01A	46 years, male, white, stage:i, alive, 546 days	701.7
TCGA-4A-A93X-01A	58 years, male, white, stage:iv, alive, 390 days	700.2
TCGA-MH-A562-01A	57 years, male, black or african american, stage:i, alive, 616 days	696.7
TCGA-A4-8518-01A	48 years, male, white, stage:i, alive, 600 days	692.3
TCGA-O9-A75Z-01A	44 years, male, white, stage:i, alive, 471 days	690.7
TCGA-HE-7129-01A	male, stage:ii, alive, 2492 days	683.6
TCGA-2Z-A9JL-01A	47 years, male, black or african american, stage:i, alive, 1006 days	683.2
TCGA-DW-7834-01A	53 years, male, white, stage:i, alive, 3950 days	680.4
TCGA-BQ-7061-01A	84 years, female, white, stage:i, alive, 218 days	676.2
TCGA-A4-7288-01A	71 years, female, white, alive, 1857 days	674.7
TCGA-2Z-A9J2-01A	71 years, female, white, stage:i, alive, 1795 days	668.9
TCGA-G7-6795-01A	56 years, male, white, stage:i, alive, 1194 days	666.0
TCGA-HE-A5NL-01A	51 years, male, stage:i, alive, 767 days	659.1
TCGA-A4-8515-01A	47 years, male, american indian or alaska native, stage:i, alive, 709 days	658.8
TCGA-MH-A560-01A	62 years, male, white, stage:i, alive, 924 days	658.7
TCGA-BQ-5880-01A	79 years, male, white, stage:iii, dead, 1314 days	656.7
TCGA-G7-6789-01A	53 years, female, white, stage:iv, dead, 122 days	646.8
TCGA-UZ-A9PR-01A	84 years, male, white, stage:i, alive, 2627 days	646.6
TCGA-IA-A83W-01A	70 years, male, white, stage:i, dead, 2043 days	646.0
TCGA-5P-A9KA-01A	61 years, male, white, alive, 395 days	644.3
TCGA-KV-A6GE-01A	65 years, male, white, stage:i, alive, 885 days	643.0
TCGA-P4-AAVM-01A	69 years, male, white, stage:i, alive, 1539 days	642.3
TCGA-G7-6792-01A	40 years, male, black or african american, stage:i, alive, 2765 days	640.6
TCGA-DW-7837-01A	43 years, male, black or african american, stage:i, alive, 1142 days	640.2
TCGA-BQ-5889-01A	63 years, male, white, stage:iv, dead, 329 days	635.0
TCGA-Y8-A8S0-01A	58 years, male, white, stage:i, alive, 183 days	633.8
TCGA-B9-5155-01A	71 years, male, white, stage:iii, alive, 665 days	629.2
TCGA-5P-A9KE-01A	70 years, male, white, alive, 824 days	629.0
TCGA-B3-A6W5-01A	43 years, male, black or african american, stage:i, alive, 309 days	626.6
TCGA-2Z-A9J7-01A	63 years, male, white, stage:iv, dead, 139 days	625.9
TCGA-B9-4116-01A	75 years, female, black or african american, alive, 627 days	622.1
TCGA-5P-A9K9-01A	59 years, female, white, dead, 589 days	618.0
TCGA-DW-7839-01A	58 years, female, white, stage:i, alive, 419 days	616.0
TCGA-BQ-5882-01A	54 years, male, stage:iii, dead, 658 days	614.7
TCGA-A4-A4ZT-01A	71 years, female, white, stage:i, alive, 516 days	614.0
TCGA-SX-A71W-01A	66 years, male, white, stage:i, alive, 1076 days	613.4
TCGA-2Z-A9JK-01A	50 years, male, white, stage:iii, alive, 1186 days	612.5
TCGA-UZ-A9PU-01A	77 years, male, white, stage:i, dead, 933 days	612.4
TCGA-F9-A7VF-01A	75 years, female, white, stage:i, alive, 73 days	610.4
TCGA-P4-A5E6-01A	67 years, male, black or african american, stage:iii, alive, 3035 days	609.6
TCGA-A4-7828-01A	74 years, female, black or african american, stage:i, alive, 238 days	606.4
TCGA-DW-7963-01B	43 years, male, black or african american, stage:i, alive, 1240 days	600.7
TCGA-2Z-A9J6-01A	61 years, male, white, stage:i, alive, 1731 days	592.1
TCGA-G7-7501-01A	55 years, female, black or african american, stage:iii, dead, 624 days	591.8
TCGA-BQ-5892-01A	51 years, male, white, stage:i, alive, 364 days	586.8
TCGA-KV-A74V-01A	40 years, male, white, stage:i, alive, 347 days	581.5
TCGA-B1-A47M-01A	79 years, male, black or african american, stage:iii, alive, 659 days	577.2
TCGA-A4-A57E-01A	59 years, male, white, stage:iv, dead, 258 days	577.1
TCGA-A4-7584-01A	59 years, male, black or african american, stage:i, alive, 650 days	574.4
TCGA-BQ-5881-01A	69 years, male, white, stage:i, alive, 1454 days	573.7
TCGA-UZ-A9PL-01A	59 years, male, white, stage:ii, alive, 3152 days	572.3
TCGA-5P-A9JW-01A	64 years, male, white, alive, 3241 days	570.9
TCGA-2Z-A9J9-01A	77 years, male, black or african american, stage:i, alive, 2294 days	567.8
TCGA-G7-6796-01A	58 years, male, white, stage:i, alive, 2173 days	563.2
TCGA-2Z-A9JM-01A	28 years, male, white, stage:i, alive, 934 days	563.0
TCGA-BQ-5876-01A	75 years, male, white, stage:i, alive, 586 days	558.7
TCGA-BQ-7051-01A	74 years, male, white, stage:ii, alive, 1533 days	546.5
TCGA-2Z-A9JD-01A	66 years, male, white, stage:i, alive, 1060 days	543.2
TCGA-G7-A4TM-01A	41 years, male, black or african american, stage:i, alive, 768 days	540.0
TCGA-2Z-A9J3-01A	67 years, male, white, stage:ii, dead, 1771 days	537.2
TCGA-GL-6846-01A	52 years, male, white, stage:iv, alive, 5925 days	536.6
TCGA-UZ-A9Q1-01A	88 years, female, white, stage:i, alive, 1562 days	533.4
TCGA-DW-5561-01A	51 years, male, black or african american, stage:i, alive, 414 days	528.0
TCGA-5P-A9JV-01A	49 years, male, white, alive, 2043 days	527.9
TCGA-UZ-A9PV-01A	65 years, male, white, stage:i, alive, 1444 days	527.8
TCGA-UZ-A9PZ-01A	65 years, male, white, stage:iii, alive, 657 days	522.0
TCGA-BQ-7056-01A	75 years, female, white, stage:iii, alive, 612 days	521.4
TCGA-Y8-A895-01A	74 years, male, white, stage:i, alive, 484 days	515.8
TCGA-B1-A47O-01A	54 years, female, white, stage:i, alive, 842 days	514.4
TCGA-SX-A71R-01A	51 years, male, white, stage:i, alive, 1457 days	506.3
TCGA-DW-7841-01A	61 years, male, black or african american, stage:i, alive, 445 days	498.7
TCGA-P4-AAVO-01A	69 years, male, white, stage:i, alive, 2400 days	492.6
TCGA-AL-3467-01A	54 years, female, white, alive, 2135 days	492.6
TCGA-HE-A5NJ-01A	58 years, male, alive, 1726 days	490.0
TCGA-5P-A9KH-01A	77 years, male, white, alive, 2051 days	488.8
TCGA-Y8-A8RZ-01A	55 years, male, white, stage:i, alive, 112 days	486.8
TCGA-AL-7173-01A	72 years, female, white, stage:iv, alive, 2060 days	483.3
TCGA-4A-A93W-01A	66 years, female, white, stage:i, alive, 4 days	480.8
TCGA-UZ-A9Q0-01A	60 years, male, white, stage:i, alive, 3368 days	474.1
TCGA-5P-A9KF-01A	53 years, male, white, alive, 845 days	457.4
TCGA-A4-7287-01A	75 years, female, white, stage:i, dead, 597 days	457.2
TCGA-SX-A7SM-01A	60 years, male, black or african american, stage:iv, dead, 363 days	451.2
TCGA-MH-A55Z-01A	65 years, male, black or african american, stage:i, alive, 845 days	450.2
TCGA-P4-A5EA-01A	54 years, female, white, stage:iii, dead, 201 days	441.1
TCGA-AL-3468-01A	74 years, male, white, stage:ii, dead, 2331 days	440.7
TCGA-A4-7732-01A	55 years, male, black or african american, alive, 582 days	440.6
TCGA-A4-A5DU-01A	45 years, female, white, stage:i, alive, 496 days	431.7
TCGA-5P-A9K4-01A	54 years, male, white, alive, 2184 days	406.4
TCGA-AL-A5DJ-01A	55 years, female, white, stage:iii, dead, 1498 days	405.1
TCGA-AL-3472-01A	57 years, male, black or african american, alive, 2029 days	402.7
TCGA-BQ-5890-01A	69 years, male, white, stage:iii, alive, 233 days	400.4
TCGA-MH-A856-01A	54 years, male, white, stage:i, alive, 947 days	396.3
TCGA-2Z-A9JJ-01A	69 years, female, white, stage:i, alive, 1213 days	390.2
TCGA-A4-A5Y0-01A	61 years, female, white, stage:i, alive, 252 days	385.7
TCGA-HE-A5NI-01A	73 years, male, stage:i, alive, 360 days	377.4
TCGA-BQ-5885-01A	63 years, male, white, stage:iii, alive, 921 days	375.0
TCGA-SX-A7SU-01A	47 years, male, stage:i, alive, 1331 days	364.3
TCGA-SX-A7SS-01A	67 years, male, white, stage:i, alive, 1615 days	358.1
TCGA-B9-4617-01A	41 years, male, black or african american, alive, 35 days	349.5
TCGA-5P-A9JY-01A	79 years, male, white, dead, 1508 days	344.0
TCGA-A4-8311-01A	60 years, male, white, stage:i, alive, 729 days	342.8
TCGA-B3-4104-01A	75 years, male, white, stage:ii, alive, 1049 days	329.0
TCGA-2Z-A9J8-01A	50 years, male, white, stage:i, alive, 2790 days	321.6
TCGA-SX-A7SL-01A	74 years, male, stage:i, alive, 823 days	321.4
TCGA-B9-A44B-01A	70 years, male, black or african american, stage:iii, alive, 361 days	318.2
TCGA-5P-A9K2-01A	62 years, male, white, alive, 2392 days	315.4
TCGA-BQ-5886-01A	75 years, male, white, stage:iii, alive, 792 days	268.4
TCGA-AL-3471-01A	74 years, male, white, stage:i, dead, 1500 days	252.8
TCGA-5P-A9JU-01A	81 years, male, white, stage:iii, alive, 373 days	249.1
TCGA-BQ-7058-01A	81 years, male, white, stage:iii, dead, 343 days	243.0
TCGA-B1-A47N-01A	62 years, male, white, stage:i, alive, 1110 days	241.5
TCGA-G7-A8LB-01A	70 years, male, white, stage:iv, alive, 547 days	221.3
TCGA-AL-3466-01A	41 years, male, white, stage:iv, dead, 293 days	174.7
TCGA-G7-A8LC-01A	61 years, male, white, stage:i, alive, 702 days	142.1
TCGA-J7-A8I2-01A	75 years, male, asian, stage:i, alive, 307 days	137.4
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