Expression of S100A6 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: 1136.36
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

1201.2

Number of samples

285

Samples

Sample	Description	FPKM
TCGA-MH-A854-01A	62 years, female, black or african american, stage:i, alive, 536 days	6516.0
TCGA-2Z-A9JQ-01A	66 years, male, white, stage:i, alive, 778 days	5168.3
TCGA-AL-A5DJ-01A	55 years, female, white, stage:iii, dead, 1498 days	4430.1
TCGA-J7-A8I2-01A	75 years, male, asian, stage:i, alive, 307 days	4335.8
TCGA-BQ-5888-01A	74 years, female, white, stage:i, alive, 403 days	3927.5
TCGA-P4-A5EA-01A	54 years, female, white, stage:iii, dead, 201 days	3461.7
TCGA-IZ-A6M9-01A	63 years, male, white, stage:i, alive, 376 days	3344.9
TCGA-2Z-A9JE-01A	59 years, male, white, stage:i, alive, 1728 days	3260.6
TCGA-J7-8537-01A	37 years, female, asian, stage:iii, dead, 321 days	3081.2
TCGA-SX-A7SU-01A	47 years, male, stage:i, alive, 1331 days	2900.7
TCGA-DW-5560-01A	38 years, female, white, stage:i, alive, 1486 days	2857.2
TCGA-2Z-A9JJ-01A	69 years, female, white, stage:i, alive, 1213 days	2840.8
TCGA-P4-A5ED-01A	51 years, male, white, stage:i, alive, 2816 days	2839.4
TCGA-2Z-A9J2-01A	71 years, female, white, stage:i, alive, 1795 days	2723.6
TCGA-IZ-A6M8-01A	69 years, male, black or african american, stage:i, alive, 497 days	2647.3
TCGA-HE-7130-01A	female, stage:iii, alive, 1770 days	2557.2
TCGA-2Z-A9J1-01A	71 years, male, white, stage:i, alive, 2298 days	2511.1
TCGA-4A-A93W-01A	66 years, female, white, stage:i, alive, 4 days	2405.5
TCGA-IA-A40X-01A	49 years, female, black or african american, stage:i, alive, 608 days	2396.5
TCGA-SX-A7SN-01A	52 years, male, white, stage:i, alive, 578 days	2393.9
TCGA-AL-3472-01A	57 years, male, black or african american, alive, 2029 days	2384.5
TCGA-B1-A654-01A	43 years, female, black or african american, stage:i, alive, 616 days	2374.0
TCGA-2Z-A9JT-01A	71 years, male, white, stage:i, alive, 684 days	2292.1
TCGA-2Z-A9JP-01A	63 years, male, white, stage:i, alive, 893 days	2274.9
TCGA-G7-A4TM-01A	41 years, male, black or african american, stage:i, alive, 768 days	2252.9
TCGA-WN-AB4C-01A	female, white, stage:i, alive, 1188 days	2240.6
TCGA-G7-A8LB-01A	70 years, male, white, stage:iv, alive, 547 days	2238.7
TCGA-DW-7834-01A	53 years, male, white, stage:i, alive, 3950 days	2221.4
TCGA-2Z-A9J3-01A	67 years, male, white, stage:ii, dead, 1771 days	2191.8
TCGA-5P-A9JZ-01A	51 years, female, white, alive, 2744 days	2139.3
TCGA-BQ-5881-01A	69 years, male, white, stage:i, alive, 1454 days	2127.4
TCGA-MH-A562-01A	57 years, male, black or african american, stage:i, alive, 616 days	2090.9
TCGA-UZ-A9PM-01A	62 years, male, white, stage:ii, alive, 3811 days	2077.7
TCGA-B9-4115-01A	53 years, male, black or african american, stage:i, alive, 803 days	2071.6
TCGA-UZ-A9PP-01A	60 years, male, white, stage:i, alive, 3010 days	2052.7
TCGA-A4-7734-01A	53 years, female, white, stage:i, alive, 27 days	2047.1
TCGA-DW-7836-01A	55 years, male, white, stage:i, alive, 1093 days	2039.1
TCGA-Y8-A896-01A	62 years, male, white, stage:iii, alive, 567 days	2011.9
TCGA-MH-A856-01A	54 years, male, white, stage:i, alive, 947 days	1968.7
TCGA-SX-A71R-01A	51 years, male, white, stage:i, alive, 1457 days	1963.0
TCGA-G7-A8LC-01A	61 years, male, white, stage:i, alive, 702 days	1947.2
TCGA-UZ-A9PZ-01A	65 years, male, white, stage:iii, alive, 657 days	1940.2
TCGA-A4-7287-01A	75 years, female, white, stage:i, dead, 597 days	1931.3
TCGA-2Z-A9J5-01A	80 years, male, white, stage:ii, alive, 3050 days	1899.4
TCGA-IA-A83W-01A	70 years, male, white, stage:i, dead, 2043 days	1894.4
TCGA-DW-5561-01A	51 years, male, black or african american, stage:i, alive, 414 days	1847.9
TCGA-G7-6796-01A	58 years, male, white, stage:i, alive, 2173 days	1841.4
TCGA-O9-A75Z-01A	44 years, male, white, stage:i, alive, 471 days	1837.3
TCGA-5P-A9JY-01A	79 years, male, white, dead, 1508 days	1746.2
TCGA-A4-7828-01A	74 years, female, black or african american, stage:i, alive, 238 days	1744.8
TCGA-GL-7773-01A	63 years, male, white, stage:i, alive, 393 days	1736.2
TCGA-MH-A855-01A	52 years, female, black or african american, stage:ii, alive, 369 days	1730.9
TCGA-F9-A7VF-01A	75 years, female, white, stage:i, alive, 73 days	1725.8
TCGA-B1-A47M-01A	79 years, male, black or african american, stage:iii, alive, 659 days	1713.9
TCGA-MH-A561-01A	66 years, male, white, stage:i, alive, 841 days	1711.3
TCGA-BQ-5886-01A	75 years, male, white, stage:iii, alive, 792 days	1697.0
TCGA-2Z-A9JM-01A	28 years, male, white, stage:i, alive, 934 days	1671.8
TCGA-UZ-A9PL-01A	59 years, male, white, stage:ii, alive, 3152 days	1656.0
TCGA-P4-A5E8-01A	57 years, male, white, stage:iii, dead, 1306 days	1648.2
TCGA-5P-A9K2-01A	62 years, male, white, alive, 2392 days	1641.4
TCGA-BQ-7045-01A	78 years, male, black or african american, stage:i, dead, 1468 days	1616.8
TCGA-UZ-A9PS-01A	62 years, female, black or african american, stage:ii, alive, 2167 days	1615.3
TCGA-SX-A7SQ-01A	48 years, male, white, stage:i, alive, 1266 days	1588.3
TCGA-IA-A83S-01A	81 years, male, white, dead, 2609 days	1585.4
TCGA-Q2-A5QZ-01A	61 years, female, black or african american, stage:iii, alive, 428 days	1584.3
TCGA-2Z-A9JN-01A	50 years, female, black or african american, stage:i, alive, 740 days	1562.9
TCGA-P4-A5E6-01A	67 years, male, black or african american, stage:iii, alive, 3035 days	1553.0
TCGA-F9-A7Q0-01A	37 years, female, asian, stage:i, alive, 398 days	1541.9
TCGA-SX-A7SL-01A	74 years, male, stage:i, alive, 823 days	1524.9
TCGA-B1-A656-01A	64 years, male, white, stage:i, alive, 618 days	1523.5
TCGA-5P-A9KA-01A	61 years, male, white, alive, 395 days	1514.8
TCGA-A4-A6HP-01A	66 years, male, white, stage:i, alive, 379 days	1510.4
TCGA-5P-A9JW-01A	64 years, male, white, alive, 3241 days	1502.2
TCGA-HE-A5NK-01A	82 years, male, alive, 2228 days	1494.5
TCGA-BQ-5885-01A	63 years, male, white, stage:iii, alive, 921 days	1486.9
TCGA-A4-8516-01A	62 years, male, white, stage:iii, alive, 23 days	1476.3
TCGA-UZ-A9PJ-01A	78 years, male, white, stage:i, dead, 797 days	1473.2
TCGA-UZ-A9Q0-01A	60 years, male, white, stage:i, alive, 3368 days	1469.7
TCGA-UZ-A9PR-01A	84 years, male, white, stage:i, alive, 2627 days	1458.6
TCGA-2Z-A9J6-01A	61 years, male, white, stage:i, alive, 1731 days	1452.8
TCGA-KV-A6GE-01A	65 years, male, white, stage:i, alive, 885 days	1446.1
TCGA-UZ-A9PU-01A	77 years, male, white, stage:i, dead, 933 days	1432.7
TCGA-DW-7842-01A	52 years, male, white, stage:i, alive, 92 days	1425.8
TCGA-B1-A47N-01A	62 years, male, white, stage:i, alive, 1110 days	1424.7
TCGA-HE-A5NL-01A	51 years, male, stage:i, alive, 767 days	1424.3
TCGA-Y8-A898-01A	69 years, male, white, stage:i, alive, 475 days	1421.7
TCGA-B9-A8YH-01A	52 years, male, black or african american, stage:i, alive, 532 days	1411.1
TCGA-2Z-A9JD-01A	66 years, male, white, stage:i, alive, 1060 days	1404.6
TCGA-P4-AAVL-01A	85 years, male, white, stage:iii, dead, 487 days	1383.5
TCGA-MH-A55Z-01A	65 years, male, black or african american, stage:i, alive, 845 days	1381.5
TCGA-A4-7732-01A	55 years, male, black or african american, alive, 582 days	1377.6
TCGA-DW-7839-01A	58 years, female, white, stage:i, alive, 419 days	1377.4
TCGA-5P-A9K4-01A	54 years, male, white, alive, 2184 days	1362.8
TCGA-BQ-7062-01A	64 years, male, black or african american, stage:i, alive, 116 days	1346.3
TCGA-A4-8312-01A	60 years, male, black or african american, stage:i, alive, 708 days	1344.8
TCGA-A4-7286-01A	42 years, male, white, alive, 554 days	1322.1
TCGA-UZ-A9PK-01A	71 years, male, white, stage:i, alive, 3571 days	1313.9
TCGA-2Z-A9JL-01A	47 years, male, black or african american, stage:i, alive, 1006 days	1308.7
TCGA-UZ-A9PN-01A	54 years, male, white, stage:iii, dead, 1136 days	1303.8
TCGA-DW-7841-01A	61 years, male, black or african american, stage:i, alive, 445 days	1303.4
TCGA-2Z-A9JR-01A	57 years, male, white, stage:i, alive, 161 days	1279.7
TCGA-B9-7268-01A	59 years, male, white, stage:ii, alive, 671 days	1279.5
TCGA-2Z-A9J9-01A	77 years, male, black or african american, stage:i, alive, 2294 days	1278.7
TCGA-5P-A9K6-01A	64 years, male, white, alive, 1914 days	1273.3
TCGA-G7-6792-01A	40 years, male, black or african american, stage:i, alive, 2765 days	1272.0
TCGA-B1-7332-01A	61 years, female, black or african american, stage:ii, alive, 1141 days	1270.7
TCGA-SX-A71U-01A	57 years, male, white, stage:i, alive, 1357 days	1266.0
TCGA-IA-A83V-01A	63 years, male, white, stage:i, dead, 2941 days	1257.4
TCGA-B1-A655-01A	77 years, female, white, stage:i, alive, 510 days	1253.6
TCGA-SX-A71W-01A	66 years, male, white, stage:i, alive, 1076 days	1249.4
TCGA-SX-A71S-01A	66 years, female, white, stage:i, alive, 1504 days	1235.3
TCGA-BQ-5882-01A	54 years, male, stage:iii, dead, 658 days	1223.0
TCGA-G7-A8LE-01A	62 years, male, white, stage:i, alive, 2453 days	1211.6
TCGA-BQ-7044-01A	73 years, male, white, stage:iii, alive, 3760 days	1208.7
TCGA-MH-A560-01A	62 years, male, white, stage:i, alive, 924 days	1197.5
TCGA-P4-A5EB-01A	83 years, male, white, stage:i, alive, 3015 days	1195.5
TCGA-SX-A7SP-01A	66 years, female, white, stage:i, dead, 496 days	1183.6
TCGA-5P-A9K0-01A	75 years, male, white, alive, 677 days	1179.4
TCGA-5P-A9KE-01A	70 years, male, white, alive, 824 days	1177.7
TCGA-DW-7837-01A	43 years, male, black or african american, stage:i, alive, 1142 days	1175.7
TCGA-P4-AAVK-01A	74 years, male, white, stage:iii, alive, 1590 days	1173.0
TCGA-B9-4617-01A	41 years, male, black or african american, alive, 35 days	1167.2
TCGA-B1-A47O-01A	54 years, female, white, stage:i, alive, 842 days	1156.3
TCGA-A4-7584-01A	59 years, male, black or african american, stage:i, alive, 650 days	1153.4
TCGA-AL-3473-01A	55 years, male, white, stage:ii, alive, 1906 days	1137.5
TCGA-BQ-7049-01A	45 years, female, white, stage:i, dead, 1364 days	1135.2
TCGA-BQ-5889-01A	63 years, male, white, stage:iv, dead, 329 days	1128.1
TCGA-Y8-A895-01A	74 years, male, white, stage:i, alive, 484 days	1127.7
TCGA-PJ-A5Z9-01A	80 years, female, white, stage:i, alive, 540 days	1113.8
TCGA-A4-7915-01A	35 years, female, black or african american, stage:ii, alive, 7 days	1111.7
TCGA-B3-4104-01A	75 years, male, white, stage:ii, alive, 1049 days	1102.5
TCGA-HE-A5NI-01A	73 years, male, stage:i, alive, 360 days	1097.9
TCGA-DZ-6135-01A	45 years, male, stage:i, alive, 2269 days	1097.5
TCGA-GL-A59R-01A	79 years, male, white, stage:iii, alive, 378 days	1097.2
TCGA-2Z-A9J7-01A	63 years, male, white, stage:iv, dead, 139 days	1097.0
TCGA-Y8-A8S0-01A	58 years, male, white, stage:i, alive, 183 days	1093.4
TCGA-SX-A7SM-01A	60 years, male, black or african american, stage:iv, dead, 363 days	1083.6
TCGA-BQ-5878-01A	79 years, female, white, stage:iii, alive, 1938 days	1081.2
TCGA-B9-A5W7-01A	47 years, male, black or african american, stage:i, alive, 585 days	1074.7
TCGA-B1-A657-01A	54 years, male, white, stage:i, alive, 641 days	1064.7
TCGA-EV-5903-01A	57 years, male, white, stage:i, alive, 757 days	1063.8
TCGA-DW-7963-01B	43 years, male, black or african american, stage:i, alive, 1240 days	1061.4
TCGA-GL-A9DC-01A	66 years, female, white, stage:i, alive, 392 days	1049.7
TCGA-A4-A5Y0-01A	61 years, female, white, stage:i, alive, 252 days	1047.2
TCGA-DW-7840-01A	60 years, male, black or african american, stage:i, alive, 114 days	1026.0
TCGA-BQ-5879-01A	32 years, female, white, stage:iii, dead, 697 days	1017.7
TCGA-G7-6793-01A	60 years, female, white, stage:iv, dead, 336 days	1011.2
TCGA-F9-A8NY-01A	38 years, female, asian, stage:iv, alive, 36 days	1009.2
TCGA-BQ-5893-01A	61 years, male, white, stage:iv, dead, 241 days	1008.7
TCGA-BQ-5894-01A	42 years, male, stage:iv, alive, 84 days	999.1
TCGA-B9-4116-01A	75 years, female, black or african american, alive, 627 days	995.2
TCGA-F9-A4JJ-01A	35 years, female, black or african american, stage:iii, dead, 325 days	987.4
TCGA-EV-5902-01A	58 years, male, white, stage:i, alive, 578 days	983.2
TCGA-P4-A5E7-01A	74 years, female, white, stage:i, alive, 2649 days	976.9
TCGA-G7-7501-01A	55 years, female, black or african american, stage:iii, dead, 624 days	974.5
TCGA-GL-6846-01A	52 years, male, white, stage:iv, alive, 5925 days	962.9
TCGA-B9-A44B-01A	70 years, male, black or african american, stage:iii, alive, 361 days	933.8
TCGA-5P-A9K8-01A	51 years, female, white, alive, 1309 days	921.9
TCGA-HE-A5NJ-01A	58 years, male, alive, 1726 days	916.5
TCGA-SX-A71V-01A	80 years, male, white, stage:i, alive, 876 days	916.3
TCGA-P4-AAVM-01A	69 years, male, white, stage:i, alive, 1539 days	912.5
TCGA-P4-AAVO-01A	69 years, male, white, stage:i, alive, 2400 days	906.2
TCGA-B9-5155-01A	71 years, male, white, stage:iii, alive, 665 days	896.5
TCGA-UN-AAZ9-01A	76 years, female, black or african american, stage:i, alive, 548 days	895.4
TCGA-Y8-A8S1-01A	61 years, male, white, stage:i, alive, 404 days	894.7
TCGA-IA-A40U-01A	56 years, male, white, stage:iii, alive, 511 days	889.7
TCGA-EV-5901-01A	47 years, female, white, stage:i, alive, 1040 days	880.5
TCGA-GL-A59T-01A	46 years, male, white, stage:i, alive, 546 days	875.9
TCGA-Y8-A8RY-01A	63 years, male, white, stage:i, alive, 769 days	875.3
TCGA-BQ-7055-01A	73 years, male, white, stage:i, alive, 799 days	861.5
TCGA-BQ-7056-01A	75 years, female, white, stage:iii, alive, 612 days	854.2
TCGA-G7-6789-01A	53 years, female, white, stage:iv, dead, 122 days	852.7
TCGA-5P-A9KF-01A	53 years, male, white, alive, 845 days	852.2
TCGA-HE-A5NH-01A	62 years, male, stage:i, alive, 791 days	851.0
TCGA-A4-8311-01A	60 years, male, white, stage:i, alive, 729 days	850.1
TCGA-B9-5156-01A	51 years, male, white, alive, 1338 days	846.0
TCGA-A4-A5DU-01A	45 years, female, white, stage:i, alive, 496 days	844.3
TCGA-G7-6795-01A	56 years, male, white, stage:i, alive, 1194 days	841.7
TCGA-2Z-A9JG-01A	64 years, male, white, stage:i, alive, 1662 days	838.2
TCGA-A4-8517-01A	71 years, male, white, stage:i, alive, 597 days	834.4
TCGA-BQ-5891-01A	57 years, female, white, stage:iii, alive, 29 days	827.2
TCGA-5P-A9K9-01A	59 years, female, white, dead, 589 days	824.3
TCGA-A4-A48D-01A	85 years, male, black or african american, stage:i, alive, 379 days	823.3
TCGA-J7-6720-01A	42 years, male, asian, stage:i, alive, 388 days	817.2
TCGA-2Z-A9JI-01A	38 years, male, white, stage:iii, alive, 1567 days	815.4
TCGA-GL-A9DD-01A	69 years, male, white, stage:i, alive, 341 days	808.3
TCGA-A4-8515-01A	47 years, male, american indian or alaska native, stage:i, alive, 709 days	807.9
TCGA-B3-A6W5-01A	43 years, male, black or african american, stage:i, alive, 309 days	802.1
TCGA-GL-8500-01A	63 years, male, white, stage:i, alive, 841 days	801.7
TCGA-SX-A7SR-01A	66 years, male, white, stage:ii, alive, 805 days	797.4
TCGA-A4-8630-01A	59 years, female, white, stage:i, alive, 436 days	797.3
TCGA-BQ-7060-01A	53 years, male, american indian or alaska native, stage:i, alive, 214 days	794.1
TCGA-KV-A6GD-01A	85 years, male, white, stage:i, alive, 560 days	784.3
TCGA-IZ-8196-01A	50 years, male, white, stage:i, alive, 649 days	780.2
TCGA-BQ-7050-01A	53 years, female, white, stage:i, alive, 1864 days	771.0
TCGA-HE-7129-01A	male, stage:ii, alive, 2492 days	760.2
TCGA-BQ-7058-01A	81 years, male, white, stage:iii, dead, 343 days	757.9
TCGA-Y8-A897-01A	68 years, female, white, stage:i, alive, 549 days	757.2
TCGA-BQ-5883-01A	79 years, female, black or african american, stage:i, alive, 1242 days	753.3
TCGA-UZ-A9PX-01A	73 years, male, white, stage:i, alive, 1981 days	746.1
TCGA-G7-A8LD-01A	71 years, male, white, stage:iii, dead, 514 days	734.7
TCGA-B3-3925-01A	52 years, male, white, stage:iii, alive, 1029 days	724.6
TCGA-2K-A9WE-01A	53 years, male, white, stage:ii, alive, 214 days	722.6
TCGA-AL-3468-01A	74 years, male, white, stage:ii, dead, 2331 days	708.3
TCGA-BQ-7059-01A	71 years, male, white, stage:i, alive, 232 days	700.6
TCGA-DW-7838-01A	66 years, male, white, stage:i, alive, 744 days	700.2
TCGA-2Z-A9JS-01A	74 years, male, white, stage:i, dead, 492 days	696.2
TCGA-KV-A74V-01A	40 years, male, white, stage:i, alive, 347 days	695.0
TCGA-Y8-A894-01A	57 years, female, white, stage:i, alive, 567 days	684.5
TCGA-MH-A857-01A	63 years, male, black or african american, stage:i, alive, 890 days	680.3
TCGA-A4-7997-01A	67 years, male, white, stage:i, alive, 927 days	675.1
TCGA-A4-8518-01A	48 years, male, white, stage:i, alive, 600 days	664.5
TCGA-DZ-6133-01A	66 years, female, white, stage:i, dead, 1557 days	662.6
TCGA-AL-7173-01A	72 years, female, white, stage:iv, alive, 2060 days	662.0
TCGA-IA-A40Y-01A	60 years, female, white, stage:iii, alive, 62 days	657.2
TCGA-IA-A83T-01A	80 years, male, white, dead, 2684 days	655.8
TCGA-BQ-7046-01A	61 years, male, white, stage:i, alive, 2948 days	653.3
TCGA-G7-6797-01A	46 years, male, white, stage:iii, alive, 765 days	652.8
TCGA-G7-6790-01A	57 years, male, white, stage:i, alive, 1575 days	650.3
TCGA-4A-A93Y-01A	63 years, female, black or african american, stage:ii, alive, 352 days	607.3
TCGA-BQ-7053-01A	57 years, female, black or african american, stage:iii, alive, 1516 days	605.5
TCGA-UZ-A9PO-01A	80 years, male, white, stage:i, alive, 1911 days	596.6
TCGA-BQ-7048-01A	64 years, male, white, stage:iii, alive, 2839 days	583.4
TCGA-SX-A7SS-01A	67 years, male, white, stage:i, alive, 1615 days	571.5
TCGA-A4-A4ZT-01A	71 years, female, white, stage:i, alive, 516 days	565.2
TCGA-A4-A5XZ-01A	65 years, female, white, stage:ii, alive, 479 days	560.9
TCGA-B9-A5W9-01A	40 years, male, white, stage:i, alive, 5 days	558.6
TCGA-BQ-5884-01A	59 years, female, black or african american, stage:i, alive, 792 days	554.1
TCGA-B9-A5W8-01A	50 years, male, black or african american, stage:ii, alive, 524 days	545.5
TCGA-A4-8098-01A	73 years, male, black or african american, stage:i, alive, 896 days	528.9
TCGA-BQ-7061-01A	84 years, female, white, stage:i, alive, 218 days	524.6
TCGA-BQ-5887-01A	54 years, male, white, stage:iii, alive, 771 days	524.5
TCGA-B9-A69E-01A	71 years, male, white, stage:iii, alive, 452 days	514.0
TCGA-HE-A5NF-01A	58 years, male, stage:i, alive, 2582 days	511.7
TCGA-A4-8310-01A	58 years, male, white, stage:iii, alive, 780 days	510.1
TCGA-BQ-5877-01A	60 years, male, black or african american, stage:iv, dead, 270 days	506.8
TCGA-DZ-6134-01A	69 years, male, white, stage:i, alive, 1856 days	503.6
TCGA-AT-A5NU-01A	77 years, male, white, stage:i, alive, 67 days	503.3
TCGA-2Z-A9JK-01A	50 years, male, white, stage:iii, alive, 1186 days	492.3
TCGA-B9-4117-01A	48 years, female, black or african american, alive, 14 days	490.4
TCGA-G7-7502-01A	83 years, male, white, stage:i, alive, 786 days	480.3
TCGA-AL-3466-01A	41 years, male, white, stage:iv, dead, 293 days	477.5
TCGA-B3-4103-01A	56 years, male, white, stage:i, alive, 930 days	469.7
TCGA-B1-5398-01A	73 years, male, white, stage:iii, alive, 1251 days	462.2
TCGA-SX-A7SO-01A	64 years, male, white, stage:i, alive, 1257 days	458.1
TCGA-B9-4113-01A	64 years, male, black or african american, stage:i, dead, 1536 days	457.6
TCGA-A4-7288-01A	71 years, female, white, alive, 1857 days	454.8
TCGA-WN-A9G9-01A	male, white, stage:i, alive, 791 days	453.2
TCGA-UZ-A9Q1-01A	88 years, female, white, stage:i, alive, 1562 days	450.4
TCGA-5P-A9JV-01A	49 years, male, white, alive, 2043 days	446.4
TCGA-B3-3926-01A	59 years, female, white, stage:i, alive, 883 days	442.3
TCGA-GL-7966-01A	28 years, female, white, stage:iii, alive, 112 days	436.9
TCGA-F9-A97G-01A	79 years, male, asian, stage:iii, alive, 13 days	427.6
TCGA-Y8-A8RZ-01A	55 years, male, white, stage:i, alive, 112 days	421.7
TCGA-BQ-5875-01A	66 years, female, white, stage:iii, alive, 2639 days	419.5
TCGA-BQ-5890-01A	69 years, male, white, stage:iii, alive, 233 days	401.5
TCGA-2Z-A9JO-01A	56 years, female, black or african american, stage:i, alive, 949 days	397.7
TCGA-DZ-6132-01A	69 years, male, stage:i, alive, 2460 days	393.0
TCGA-BQ-7051-01A	74 years, male, white, stage:ii, alive, 1533 days	390.9
TCGA-UZ-A9PV-01A	65 years, male, white, stage:i, alive, 1444 days	388.1
TCGA-UZ-A9PQ-01A	59 years, male, black or african american, stage:iii, dead, 2624 days	365.0
TCGA-PJ-A5Z8-01A	60 years, female, white, stage:i, alive, 600 days	362.6
TCGA-BQ-5892-01A	51 years, male, white, stage:i, alive, 364 days	349.1
TCGA-A4-7996-01A	61 years, female, white, stage:i, alive, 506 days	343.2
TCGA-IZ-8195-01A	82 years, male, white, stage:ii, alive, 677 days	334.9
TCGA-GL-A4EM-01A	62 years, male, white, stage:i, alive, 32 days	326.9
TCGA-V9-A7HT-01A	67 years, male, black or african american, stage:ii, alive, 965 days	322.8
TCGA-AL-3471-01A	74 years, male, white, stage:i, dead, 1500 days	310.1
TCGA-2Z-A9J8-01A	50 years, male, white, stage:i, alive, 2790 days	298.9
TCGA-MH-A55W-01A	50 years, male, black or african american, stage:i, alive, 1043 days	290.7
TCGA-BQ-5880-01A	79 years, male, white, stage:iii, dead, 1314 days	289.4
TCGA-B3-8121-01A	48 years, female, black or african american, stage:i, alive, 379 days	281.9
TCGA-A4-A57E-01A	59 years, male, white, stage:iv, dead, 258 days	267.5
TCGA-A4-7583-01A	60 years, male, black or african american, stage:i, alive, 3 days	258.9
TCGA-5P-A9K3-01A	59 years, male, white, dead, 471 days	241.2
TCGA-5P-A9KC-01A	51 years, female, white, alive, 377 days	232.5
TCGA-B9-A8YI-01A	79 years, male, black or african american, stage:i, alive, 374 days	212.3
TCGA-A4-A5Y1-01A	75 years, male, white, stage:iii, dead, 395 days	176.9
TCGA-5P-A9KH-01A	77 years, male, white, alive, 2051 days	144.1
TCGA-A4-7585-01A	67 years, male, white, stage:iii, dead, 1070 days	125.1
TCGA-5P-A9JU-01A	81 years, male, white, stage:iii, alive, 373 days	121.6
TCGA-GL-A9DE-01A	74 years, male, black or african american, stage:i, alive, 496 days	101.5
TCGA-AL-3467-01A	54 years, female, white, alive, 2135 days	93.9
TCGA-4A-A93X-01A	58 years, male, white, stage:iv, alive, 390 days	80.9
TCGA-BQ-5876-01A	75 years, male, white, stage:i, alive, 586 days	79.2
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