Expression of TMSB4X in colorectal cancer

COLON ADENOCARCINOMA (COAD) - 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: 890.55
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

1019.4

Number of samples

438

Samples

Sample	Description	FPKM
TCGA-AA-3939-01A	83 years, male, stage:iia, alive, 395 days	2717.6
TCGA-CM-5341-01A	82 years, female, white, stage:iiia, alive, 884 days	2498.8
TCGA-A6-2682-01A	70 years, male, white, stage:iv, dead, 424 days	2451.6
TCGA-AA-A02K-01A	50 years, male, stage:iv, dead, 426 days	2388.7
TCGA-D5-5540-01A	73 years, male, white, stage:iia, alive, 1706 days	2285.2
TCGA-AY-A54L-01A	74 years, female, black or african american, stage:i, alive, 525 days	2206.6
TCGA-AY-5543-01A	65 years, female, black or african american, stage:iva, alive, 1004 days	2140.0
TCGA-DM-A282-01A	61 years, female, white, stage:iia, alive, 4233 days	2136.7
TCGA-CM-4744-01A	69 years, male, white, stage:i, alive, 609 days	2048.1
TCGA-G4-6307-01A	37 years, female, white, stage:iiib, alive, 1674 days	2045.8
TCGA-CM-6164-01A	46 years, female, white, stage:iia, alive, 883 days	2037.5
TCGA-AZ-4315-01A	61 years, male, white, stage:iia, alive, 1776 days	2033.3
TCGA-CM-6678-01A	63 years, female, white, stage:iva, alive, 335 days	2018.2
TCGA-A6-2679-01A	73 years, female, white, stage:iib, alive, 1366 days	1988.5
TCGA-A6-4107-01A	57 years, female, white, stage:iiib, alive, 987 days	1976.3
TCGA-AA-3685-01A	69 years, male, stage:ii, alive, 1127 days	1973.3
TCGA-CK-6748-01A	45 years, female, white, stage:iv, alive, 61 days	1964.0
TCGA-AD-6963-01A	58 years, male, white, alive, 834 days	1944.1
TCGA-AA-3526-01A	57 years, male, stage:i, alive, 580 days	1932.8
TCGA-A6-5660-01A	73 years, male, black or african american, stage:iiic, alive, 888 days	1925.1
TCGA-CM-4743-01A	69 years, male, white, stage:iia, alive, 701 days	1914.7
TCGA-AZ-4682-01B	61 years, male, white, stage:iva, dead, 680 days	1914.3
TCGA-DM-A28F-01A	73 years, male, white, stage:iiib, dead, 1094 days	1906.8
TCGA-AY-A8YK-01A	44 years, male, black or african american, stage:iva, alive, 573 days	1904.6
TCGA-AZ-5403-01A	43 years, male, white, stage:ii, dead, 1910 days	1851.5
TCGA-DM-A0XD-01A	65 years, male, white, stage:iia, dead, 743 days	1818.3
TCGA-AA-3519-01A	63 years, male, stage:iii, alive, 276 days	1813.5
TCGA-G4-6320-01A	73 years, male, white, stage:iii, alive, 804 days	1794.1
TCGA-AA-3949-01A	87 years, female, stage:iiib, alive, 791 days	1789.5
TCGA-CM-4752-01A	58 years, male, black or african american, stage:iia, alive, 396 days	1788.4
TCGA-AA-A01I-01A	76 years, male, stage:i, alive, 943 days	1783.1
TCGA-CA-5256-01A	54 years, female, asian, stage:iia, alive, 379 days	1780.4
TCGA-AA-A01T-01A	63 years, female, stage:iii, alive, 1005 days	1762.1
TCGA-AA-3655-01A	68 years, male, stage:ii, alive, 1856 days	1761.2
TCGA-AA-3688-01A	80 years, male, stage:iv, alive, 578 days	1723.8
TCGA-D5-6532-01A	61 years, male, white, stage:iia, alive, 555 days	1709.4
TCGA-D5-6924-01A	68 years, male, white, stage:iia, alive, 435 days	1708.0
TCGA-AD-6548-01A	81 years, female, white, stage:i, alive, 650 days	1707.3
TCGA-A6-5666-01A	78 years, male, white, stage:iic, alive, 995 days	1693.7
TCGA-D5-6898-01A	51 years, female, white, stage:i, alive, 229 days	1672.2
TCGA-A6-2686-01A	81 years, female, white, stage:iia, dead, 1126 days	1668.0
TCGA-AA-3980-01A	89 years, female, stage:i, alive, 822 days	1665.6
TCGA-AA-3542-01A	69 years, male, stage:iiic, alive, 395 days	1663.4
TCGA-AA-3851-01A	74 years, male, stage:iia, alive, 1006 days	1662.7
TCGA-D5-6537-01A	64 years, male, white, stage:iiib, dead, 146 days	1650.2
TCGA-CM-4750-01A	34 years, female, white, stage:iiia, alive, 244 days	1638.3
TCGA-AA-3977-01A	65 years, male, alive, 761 days	1625.1
TCGA-AA-A00K-01A	79 years, male, stage:iia, alive, 549 days	1616.6
TCGA-RU-A8FL-01A	51 years, male, black or african american, stage:iiib, alive, 1177 days	1606.6
TCGA-A6-5659-01A	82 years, male, white, stage:i, alive, 926 days	1600.2
TCGA-CM-6166-01A	48 years, female, white, stage:i, alive, 669 days	1583.1
TCGA-AA-A00Z-01A	70 years, male, stage:iia, alive, 669 days	1581.7
TCGA-AA-A02O-01A	82 years, male, stage:ii, alive, 28 days	1577.3
TCGA-AA-3494-01A	55 years, male, stage:iv, alive, 31 days	1572.4
TCGA-4T-AA8H-01A	42 years, female, black or african american, stage:iia, alive, 385 days	1570.7
TCGA-DM-A0XF-01A	68 years, female, white, stage:iiic, dead, 1162 days	1566.4
TCGA-A6-4105-01A	79 years, male, white, stage:iia, dead, 442 days	1562.1
TCGA-QG-A5YW-01A	55 years, female, black or african american, stage:iiic, alive, 896 days	1555.1
TCGA-AA-3947-01A	60 years, female, stage:iib, alive, 1004 days	1526.5
TCGA-CM-6677-01A	75 years, female, white, stage:iia, alive, 337 days	1509.0
TCGA-AA-3870-01A	71 years, female, stage:iv, alive, 912 days	1508.8
TCGA-AA-3861-01A	72 years, male, stage:iia, alive, 914 days	1506.9
TCGA-CM-5349-01A	68 years, female, white, stage:iia, alive, 915 days	1503.3
TCGA-G4-6627-01A	84 years, male, white, stage:iia, alive, 2275 days	1484.7
TCGA-D5-5538-01A	60 years, female, white, stage:iiib, dead, 1661 days	1483.4
TCGA-AA-3979-01A	84 years, male, stage:iia, alive, 730 days	1482.2
TCGA-AZ-4684-01A	50 years, male, white, stage:iva, alive, 1977 days	1482.2
TCGA-AD-6888-01A	73 years, male, white, stage:iiib, dead, 472 days	1480.9
TCGA-AA-3818-01A	78 years, female, stage:iia, dead, 30 days	1479.7
TCGA-A6-2685-01A	48 years, female, black or african american, stage:iia, alive, 1133 days	1477.7
TCGA-AA-3509-01A	54 years, female, stage:ii, alive, 1915 days	1470.4
TCGA-AD-6890-01A	65 years, male, white, alive, 746 days	1468.2
TCGA-DM-A0X9-01A	71 years, female, white, stage:iia, alive, 3641 days	1466.0
TCGA-CK-4948-01B	45 years, female, white, stage:iii, alive, 4502 days	1453.9
TCGA-AZ-5407-01A	51 years, female, white, stage:i, alive, 2683 days	1449.5
TCGA-A6-6780-01A	74 years, male, white, stage:iia, alive, 612 days	1441.7
TCGA-AY-4071-01A	63 years, female, white, stage:i, dead, 29 days	1439.8
TCGA-AA-3952-01A	68 years, male, stage:iiic, dead, 61 days	1437.0
TCGA-CM-6676-01A	82 years, male, white, stage:i, alive, 337 days	1417.0
TCGA-AA-3524-01A	85 years, male, stage:ii, alive, 1096 days	1415.2
TCGA-A6-2680-01A	72 years, female, black or african american, stage:ii, alive, 1068 days	1412.4
TCGA-AA-3549-01A	69 years, male, stage:i, alive, 639 days	1405.5
TCGA-A6-5657-01A	65 years, male, black or african american, stage:iiib, alive, 962 days	1400.9
TCGA-CM-4746-01A	61 years, male, black or african american, stage:i, alive, 1126 days	1397.3
TCGA-CK-4950-01A	68 years, female, black or african american, stage:iiib, alive, 2599 days	1392.9
TCGA-QL-A97D-01A	84 years, female, black or african american, stage:i, alive, 666 days	1392.8
TCGA-AZ-4308-01A	47 years, female, white, stage:iiib, alive, 3324 days	1387.7
TCGA-T9-A92H-01A	82 years, male, black or african american, stage:iia, alive, 362 days	1385.2
TCGA-F4-6854-01A	77 years, female, white, stage:iia, alive, 16 days	1383.5
TCGA-CM-5860-01A	44 years, male, white, stage:iia, alive, 974 days	1377.4
TCGA-AU-3779-01A	80 years, female, white, stage:iia, alive, 441 days	1376.5
TCGA-F4-6808-01A	54 years, female, white, stage:i, alive, 1024 days	1373.8
TCGA-AA-3662-01A	80 years, female, stage:iv, alive, 184 days	1370.3
TCGA-CM-5864-01A	60 years, male, white, stage:i, alive, 457 days	1368.4
TCGA-CA-6715-01A	63 years, male, asian, stage:iiib, alive, 383 days	1364.1
TCGA-QG-A5YX-01A	61 years, female, black or african american, stage:iia, alive, 1003 days	1362.4
TCGA-AZ-4616-01A	82 years, female, white, stage:iv, dead, 156 days	1358.4
TCGA-AZ-6603-01A	77 years, female, white, dead, 899 days	1343.0
TCGA-D5-6529-01A	69 years, male, white, stage:iia, alive, 614 days	1338.5
TCGA-AM-5820-01A	60 years, female, white, stage:iva, alive, 14 days	1333.1
TCGA-D5-7000-01A	79 years, female, white, stage:i, alive, 312 days	1321.8
TCGA-CK-4951-01A	79 years, female, white, stage:iia, dead, 2134 days	1320.9
TCGA-AA-3538-01A	54 years, female, stage:i, alive, 791 days	1308.9
TCGA-D5-5537-01A	83 years, male, white, dead, 1381 days	1293.4
TCGA-CM-6679-01A	58 years, male, white, stage:iia, alive, 306 days	1289.4
TCGA-AA-3994-01A	69 years, male, stage:iiib, alive, 822 days	1289.1
TCGA-A6-6782-01A	82 years, male, white, stage:iib, alive, 617 days	1288.8
TCGA-4N-A93T-01A	67 years, male, black or african american, stage:iiib, alive, 146 days	1288.3
TCGA-A6-5665-01A	84 years, female, white, stage:iia, alive, 671 days	1277.1
TCGA-D5-6534-01A	62 years, female, white, stage:iia, alive, 1316 days	1266.1
TCGA-DM-A1D9-01A	67 years, female, white, stage:iia, alive, 4270 days	1248.0
TCGA-AA-3506-01A	77 years, male, stage:i, alive, 1765 days	1247.3
TCGA-A6-6137-01A	55 years, male, white, stage:iiib, alive, 824 days	1246.8
TCGA-CM-6169-01A	67 years, male, black or african american, stage:iia, alive, 396 days	1246.1
TCGA-SS-A7HO-01A	44 years, female, black or african american, stage:iib, alive, 1829 days	1241.8
TCGA-CM-5344-01A	39 years, female, white, stage:iiib, alive, 670 days	1240.9
TCGA-AA-3560-01A	72 years, female, stage:iiic, alive, 608 days	1240.6
TCGA-AZ-6608-01A	55 years, female, white, stage:iiia, dead, 59 days	1237.9
TCGA-AA-3502-01A	73 years, male, stage:i, alive, 1065 days	1237.4
TCGA-AA-A02Y-01A	73 years, male, stage:i, alive, 1216 days	1235.2
TCGA-A6-6140-01A	62 years, male, white, stage:iia, alive, 734 days	1227.2
TCGA-D5-6930-01A	67 years, male, white, stage:iia, alive, 406 days	1221.6
TCGA-F4-6806-01A	59 years, female, white, stage:i, alive, 1260 days	1221.4
TCGA-D5-6929-01A	49 years, female, white, stage:iv, alive, 408 days	1215.4
TCGA-G4-6294-01A	76 years, male, white, stage:iv, dead, 858 days	1214.5
TCGA-D5-5541-01A	63 years, male, white, stage:iiib, alive, 1701 days	1201.3
TCGA-G4-6304-01A	66 years, female, white, stage:iib, alive, 1631 days	1199.9
TCGA-A6-A565-01A	34 years, female, black or african american, stage:iiic, dead, 494 days	1197.3
TCGA-DM-A280-01A	70 years, female, white, stage:iia, dead, 236 days	1191.6
TCGA-AA-A00R-01A	64 years, female, stage:i, alive, 30 days	1179.0
TCGA-G4-6323-01A	50 years, male, black or african american, stage:ia, alive, 419 days	1174.8
TCGA-AD-6901-01A	78 years, male, white, dead, 682 days	1168.6
TCGA-AA-3531-01A	75 years, female, stage:iia, alive, 1035 days	1163.6
TCGA-DM-A1DB-01A	68 years, male, white, stage:iia, dead, 1348 days	1161.8
TCGA-AA-3837-01A	67 years, male, stage:iia, alive, 1186 days	1161.3
TCGA-QG-A5YV-01A	64 years, female, black or african american, stage:iiic, alive, 1301 days	1161.0
TCGA-DM-A1D4-01A	80 years, male, white, stage:iia, dead, 2821 days	1161.0
TCGA-A6-6138-01A	61 years, male, white, stage:i, alive, 685 days	1158.8
TCGA-D5-6531-01A	75 years, male, white, stage:iia, alive, 540 days	1153.9
TCGA-NH-A5IV-01A	90 years, female, black or african american, stage:iia, alive, 588 days	1151.2
TCGA-A6-A566-01A	55 years, female, black or african american, stage:iiib, dead, 758 days	1147.7
TCGA-CA-5796-01A	53 years, female, asian, stage:iia, alive, 377 days	1142.1
TCGA-G4-6625-01A	77 years, female, white, stage:iia, alive, 2792 days	1142.0
TCGA-G4-6311-01A	80 years, male, white, stage:iii, alive, 1199 days	1135.3
TCGA-AA-3956-01A	65 years, male, stage:iia, alive, 1035 days	1135.3
TCGA-AD-6965-01A	62 years, male, white, stage:iiic, alive, 805 days	1134.4
TCGA-A6-2675-01A	78 years, male, white, stage:iia, alive, 1321 days	1129.8
TCGA-AD-6899-01A	84 years, male, white, stage:iiic, dead, 176 days	1128.9
TCGA-AA-3561-01A	72 years, male, stage:iia, alive, 424 days	1121.6
TCGA-AA-3495-01A	79 years, male, stage:i, alive, 1127 days	1121.1
TCGA-D5-6535-01A	80 years, female, white, stage:iiib, alive, 460 days	1119.5
TCGA-AZ-4313-01A	51 years, female, white, stage:i, alive, 2310 days	1119.0
TCGA-DM-A1D7-01A	82 years, male, white, stage:iia, dead, 405 days	1103.1
TCGA-AA-3860-01A	53 years, female, stage:iiib, alive, 945 days	1100.3
TCGA-NH-A8F7-01A	53 years, female, black or african american, stage:iia, alive, 543 days	1097.1
TCGA-AA-3844-01A	78 years, female, stage:iiic, alive, 454 days	1096.7
TCGA-AA-3856-01A	59 years, male, stage:iia, alive, 30 days	1093.9
TCGA-AD-6964-01A	58 years, male, white, dead, 331 days	1091.7
TCGA-NH-A50U-01A	42 years, male, black or african american, stage:iva, dead, 334 days	1084.2
TCGA-AA-A01Z-01A	68 years, male, stage:ii, alive, 1126 days	1068.9
TCGA-AA-3941-01A	84 years, female, stage:iva, alive, 730 days	1066.5
TCGA-AA-3548-01A	71 years, female, stage:iiic, alive, 1034 days	1065.1
TCGA-A6-3808-01A	73 years, male, white, stage:iia, alive, 1014 days	1063.5
TCGA-F4-6703-01A	64 years, male, white, stage:iia, alive, 1456 days	1060.1
TCGA-AA-3562-01A	82 years, male, stage:iiic, alive, 608 days	1058.8
TCGA-F4-6807-01A	51 years, female, white, stage:iiic, alive, 1309 days	1056.3
TCGA-AA-A01C-01A	75 years, male, stage:iiia, alive, 457 days	1047.8
TCGA-D5-6928-01A	80 years, male, white, stage:iia, alive, 354 days	1047.7
TCGA-AA-A00L-01A	66 years, male, stage:iia, alive, 1157 days	1044.6
TCGA-AA-3532-01A	63 years, male, stage:iia, alive, 882 days	1042.0
TCGA-AD-6889-01A	male, asian, stage:iia, dead, 2532 days	1041.4
TCGA-AA-A00Q-01A	66 years, female, stage:iiib, alive, 1278 days	1036.7
TCGA-CM-6163-01A	74 years, male, white, stage:i, alive, 90 days	1036.0
TCGA-A6-2674-01A	72 years, male, white, stage:iv, alive, 1331 days	1033.5
TCGA-DM-A28M-01A	63 years, male, white, stage:iia, alive, 2895 days	1033.0
TCGA-AA-3530-01A	80 years, male, stage:i, alive, 580 days	1030.5
TCGA-AA-A01R-01A	47 years, male, stage:iii, alive, 1065 days	1027.7
TCGA-CM-6167-01A	57 years, female, black or african american, stage:iiic, alive, 456 days	1027.4
TCGA-AA-3862-01A	82 years, male, stage:iia, alive, 914 days	1026.6
TCGA-AA-3663-01A	42 years, male, stage:ii, alive, 212 days	1025.0
TCGA-AA-3971-01A	58 years, male, stage:iii, alive, 489 days	1021.0
TCGA-AA-3697-01A	77 years, male, stage:ii, alive, 2587 days	1017.9
TCGA-F4-6809-01A	52 years, female, white, stage:iva, dead, 403 days	1017.9
TCGA-AA-3675-01A	84 years, male, stage:ii, alive, 1431 days	1010.7
TCGA-A6-2678-01A	43 years, female, white, stage:iiib, alive, 1286 days	1010.0
TCGA-A6-6650-01A	69 years, female, black or african american, stage:iia, alive, 627 days	1000.2
TCGA-D5-5539-01A	60 years, male, white, stage:iiia, alive, 596 days	999.1
TCGA-5M-AATE-01A	76 years, male, black or african american, stage:iia, alive, 1200 days	997.5
TCGA-AA-3553-01A	61 years, female, stage:i, alive, 730 days	994.9
TCGA-AY-A69D-01A	55 years, female, black or african american, stage:iia, alive, 543 days	989.0
TCGA-A6-6654-01A	65 years, female, white, stage:iiib, alive, 726 days	988.1
TCGA-AA-3968-01A	55 years, female, stage:i, alive, 669 days	987.0
TCGA-CK-6751-01A	88 years, female, white, stage:i, alive, 3780 days	985.4
TCGA-CK-5914-01A	81 years, male, white, stage:iiib, alive, 669 days	982.1
TCGA-NH-A50T-01A	68 years, female, black or african american, stage:iia, alive, 553 days	978.1
TCGA-AA-3543-01A	84 years, male, stage:i, alive, 30 days	969.7
TCGA-DM-A288-01A	68 years, male, white, stage:iiic, dead, 427 days	969.6
TCGA-D5-6923-01A	57 years, male, white, stage:i, alive, 378 days	969.6
TCGA-CA-6716-01A	65 years, male, asian, stage:iia, alive, 371 days	965.8
TCGA-AA-3673-01A	53 years, female, stage:ii, alive, 1522 days	965.6
TCGA-CM-4748-01A	53 years, male, white, stage:iiib, alive, 792 days	963.8
TCGA-F4-6856-01A	45 years, male, white, stage:i, alive, 1074 days	961.3
TCGA-AA-3554-01A	62 years, female, stage:iia, alive, 546 days	956.6
TCGA-AA-3520-01A	86 years, female, stage:ii, alive, 731 days	954.9
TCGA-F4-6855-01A	70 years, female, white, stage:iia, alive, 1442 days	954.8
TCGA-AZ-6601-01A	68 years, male, white, stage:ii, dead, 3042 days	949.4
TCGA-AA-3522-01A	67 years, male, stage:iia, alive, 1127 days	948.8
TCGA-A6-3810-01A	63 years, male, white, stage:iia, alive, 1111 days	948.1
TCGA-F4-6805-01A	58 years, female, white, stage:iia, alive, 1047 days	946.4
TCGA-DM-A1D8-01A	50 years, female, white, dead, 383 days	945.7
TCGA-G4-6321-01A	60 years, female, white, stage:iii, alive, 672 days	945.6
TCGA-AA-3864-01A	71 years, male, stage:ii, alive, 1612 days	940.3
TCGA-AA-3492-01A	90 years, female, stage:ii, dead, 92 days	940.0
TCGA-AA-3544-01A	68 years, male, stage:i, alive, 426 days	938.2
TCGA-AY-6196-01A	47 years, male, white, stage:iiic, alive, 6 days	935.1
TCGA-A6-5662-01A	46 years, male, white, stage:iva, alive, 718 days	935.1
TCGA-5M-AAT4-01A	74 years, male, black or african american, stage:iv, dead, 49 days	934.5
TCGA-AM-5821-01A	68 years, female, white, stage:iia, alive, 28 days	934.2
TCGA-G4-6293-01A	49 years, female, white, stage:iii, alive, 4051 days	931.9
TCGA-AZ-6607-01A	69 years, male, white, stage:iv, dead, 97 days	929.5
TCGA-G4-6297-01A	55 years, female, white, stage:iv, alive, 2506 days	929.3
TCGA-DM-A1D6-01A	88 years, male, white, stage:iia, dead, 1518 days	925.9
TCGA-AA-3660-01A	51 years, female, stage:ii, alive, 2375 days	923.8
TCGA-AY-6386-01A	66 years, female, black or african american, stage:iiib, alive, 542 days	921.8
TCGA-AY-A71X-01A	54 years, female, black or african american, stage:i, alive, 588 days	921.3
TCGA-DM-A28H-01A	50 years, male, white, stage:iiic, alive, 3561 days	917.8
TCGA-AA-3976-01A	70 years, male, stage:iiia, alive, 791 days	916.9
TCGA-CK-6747-01A	87 years, female, white, stage:iia, alive, 2523 days	916.4
TCGA-A6-2676-01A	75 years, female, white, stage:iib, dead, 1305 days	913.5
TCGA-AA-3815-01A	65 years, female, stage:iia, alive, 1005 days	911.7
TCGA-AA-A024-01A	81 years, male, stage:ii, dead, 1188 days	911.2
TCGA-AA-3488-01A	58 years, male, stage:iv, dead, 153 days	911.0
TCGA-AA-3858-01A	67 years, male, stage:i, alive, 945 days	907.1
TCGA-D5-6926-01A	65 years, male, white, stage:iiib, alive, 275 days	905.7
TCGA-AA-3525-01A	90 years, male, stage:iiib, alive, 245 days	904.3
TCGA-DM-A28K-01A	75 years, male, white, stage:iia, alive, 2988 days	902.0
TCGA-AA-3854-01A	71 years, female, stage:i, alive, 1096 days	901.5
TCGA-AA-3819-01A	41 years, female, stage:iia, alive, 761 days	900.4
TCGA-AA-3681-01A	77 years, female, stage:iii, alive, 182 days	898.6
TCGA-AA-3867-01A	74 years, male, stage:iv, alive, 731 days	898.3
TCGA-G4-6317-01A	51 years, female, white, stage:iiic, alive, 1095 days	896.8
TCGA-3L-AA1B-01A	61 years, female, black or african american, stage:i, alive, 475 days	895.1
TCGA-QG-A5Z2-01A	61 years, male, black or african american, stage:i, alive, 952 days	893.7
TCGA-AA-A01P-01A	80 years, female, stage:iii, dead, 1158 days	892.3
TCGA-A6-5667-01A	40 years, female, white, stage:iiib, alive, 887 days	892.1
TCGA-D5-6541-01A	49 years, male, white, stage:iia, alive, 474 days	891.2
TCGA-A6-6651-01A	55 years, female, white, stage:iiib, alive, 662 days	890.9
TCGA-A6-6142-01A	56 years, female, white, stage:iva, alive, 763 days	890.6
TCGA-AA-A02E-01A	82 years, female, stage:iv, dead, 90 days	890.5
TCGA-CA-6717-01A	57 years, male, asian, stage:iia, alive, 388 days	887.9
TCGA-AA-3866-01A	78 years, female, stage:i, alive, 518 days	884.2
TCGA-AA-A02H-01A	74 years, female, stage:iv, dead, 61 days	884.1
TCGA-AA-3955-01A	38 years, male, stage:iiib, alive, 638 days	878.1
TCGA-A6-6648-01A	56 years, male, white, stage:iva, alive, 766 days	877.6
TCGA-AA-3511-01A	64 years, male, stage:ii, alive, 212 days	876.2
TCGA-AA-3972-01A	72 years, male, stage:iv, alive, 1551 days	876.1
TCGA-D5-6539-01A	45 years, female, white, alive, 380 days	874.6
TCGA-A6-2671-01A	85 years, male, white, stage:iv, dead, 1331 days	874.3
TCGA-AA-3982-01A	75 years, male, stage:iiib, alive, 822 days	874.1
TCGA-AA-A01S-01A	47 years, female, stage:iii, alive, 31 days	872.0
TCGA-D5-6920-01A	77 years, female, white, stage:iia, alive, 377 days	871.7
TCGA-CK-4947-01B	46 years, female, white, stage:iiib, alive, 534 days	869.4
TCGA-NH-A6GB-01A	71 years, female, black or african american, stage:iiic, alive, 476 days	869.0
TCGA-AZ-6605-01A	78 years, male, white, stage:iiib, dead, 159 days	868.9
TCGA-G4-6586-01A	74 years, female, white, stage:iia, alive, 1089 days	864.3
TCGA-AA-3692-01A	47 years, female, stage:iv, dead, 1095 days	861.5
TCGA-D5-6540-01A	66 years, male, white, stage:i, alive, 491 days	857.8
TCGA-A6-6141-01A	31 years, male, black or african american, stage:iia, alive, 255 days	852.1
TCGA-AA-A01Q-01A	48 years, female, stage:ii, alive, 31 days	848.9
TCGA-CM-4747-01A	47 years, male, white, stage:iva, alive, 761 days	846.8
TCGA-CM-5868-01A	59 years, female, white, stage:iva, alive, 518 days	844.3
TCGA-D5-6922-01A	76 years, male, white, stage:iiia, alive, 308 days	842.5
TCGA-AA-3875-01A	78 years, female, stage:i, alive, 549 days	841.0
TCGA-AA-A00W-01A	80 years, male, stage:i, alive, 456 days	838.7
TCGA-AA-A03J-01A	65 years, female, stage:i, alive, 1246 days	838.2
TCGA-AA-A02J-01A	70 years, female, stage:iv, dead, 153 days	835.8
TCGA-CM-6162-01A	48 years, female, white, stage:iiib, alive, 365 days	835.5
TCGA-AD-6895-01A	84 years, male, white, stage:iiib, alive, 763 days	831.5
TCGA-AA-A01G-01A	63 years, male, stage:iia, alive, 365 days	826.5
TCGA-AZ-4323-01A	37 years, male, white, stage:iv, dead, 43 days	822.3
TCGA-AZ-6606-01A	81 years, male, white, stage:iv, dead, 357 days	820.3
TCGA-AA-A029-01A	67 years, male, stage:ii, alive, 1581 days	819.6
TCGA-A6-5664-01A	80 years, male, black or african american, stage:iiic, alive, 672 days	819.0
TCGA-D5-6931-01A	77 years, male, white, stage:iiic, alive, 365 days	819.0
TCGA-CM-6675-01A	35 years, male, black or african american, stage:ivb, alive, 397 days	817.6
TCGA-CM-5863-01A	60 years, female, white, stage:iiib, alive, 457 days	815.1
TCGA-AZ-6600-01A	64 years, male, black or african american, stage:iv, dead, 368 days	807.1
TCGA-AZ-4615-01A	84 years, male, white, stage:iiib, alive, 1002 days	806.9
TCGA-AA-3869-01A	76 years, male, stage:iv, dead, 822 days	803.7
TCGA-AA-3833-01A	63 years, female, stage:iia, alive, 485 days	798.9
TCGA-AA-3489-01A	75 years, male, stage:ii, dead, 214 days	797.2
TCGA-AA-3831-01A	66 years, male, stage:iia, alive, 547 days	790.6
TCGA-G4-6306-01A	71 years, male, white, alive, 1359 days	790.0
TCGA-AA-3666-01A	68 years, male, stage:iii, dead, 61 days	789.2
TCGA-AA-3855-01A	72 years, male, stage:i, alive, 975 days	786.6
TCGA-CA-5254-01A	42 years, female, asian, stage:iia, alive, 386 days	781.7
TCGA-A6-6653-01A	82 years, male, white, stage:i, alive, 742 days	774.6
TCGA-AA-3678-01A	60 years, female, stage:iii, alive, 1430 days	774.2
TCGA-AA-3989-01A	84 years, male, stage:iv, dead, 242 days	774.2
TCGA-G4-6310-01A	69 years, male, white, stage:iiib, alive, 1935 days	768.0
TCGA-CM-4751-01A	62 years, male, white, stage:iiib, alive, 822 days	767.9
TCGA-CA-5797-01A	56 years, male, asian, stage:iia, alive, 383 days	762.4
TCGA-5M-AAT6-01A	40 years, female, black or african american, stage:iv, dead, 290 days	757.7
TCGA-AA-3846-01A	74 years, female, stage:iia, alive, 518 days	757.7
TCGA-NH-A6GC-01A	66 years, female, black or african american, stage:ivb, alive, 389 days	757.3
TCGA-CM-6680-01A	78 years, female, white, stage:iiib, alive, 366 days	752.6
TCGA-A6-3807-01A	53 years, female, white, stage:iiic, alive, 1054 days	752.6
TCGA-AA-A00N-01A	75 years, male, stage:iib, dead, 122 days	752.4
TCGA-AA-3973-01A	69 years, male, stage:iv, alive, 397 days	752.3
TCGA-AA-3552-01A	85 years, male, stage:iiic, dead, 396 days	747.8
TCGA-CM-6168-01A	84 years, female, black or african american, stage:iia, alive, 395 days	742.7
TCGA-AA-3970-01A	65 years, male, stage:iia, alive, 1096 days	738.0
TCGA-A6-2683-01A	57 years, female, white, stage:iv, dead, 504 days	737.4
TCGA-AA-3710-01A	80 years, female, stage:iia, alive, 821 days	734.9
TCGA-CA-5255-01A	45 years, male, asian, stage:iia, alive, 376 days	733.4
TCGA-AA-A01K-01A	74 years, female, stage:iiic, alive, 943 days	731.5
TCGA-G4-6322-01A	65 years, male, white, stage:iiib, alive, 792 days	729.2
TCGA-CM-5348-01A	72 years, male, white, stage:iiib, alive, 699 days	727.1
TCGA-A6-3809-01A	71 years, female, white, stage:iib, alive, 996 days	721.7
TCGA-D5-6932-01A	69 years, male, white, stage:iia, alive, 346 days	721.2
TCGA-AA-3696-01A	75 years, female, stage:iv, dead, 153 days	720.6
TCGA-CK-5913-01A	58 years, female, white, stage:iia, alive, 1561 days	716.5
TCGA-CM-6165-01A	74 years, male, white, stage:iia, alive, 488 days	713.9
TCGA-G4-6315-01A	66 years, male, white, stage:iv, alive, 1883 days	709.9
TCGA-F4-6569-01A	60 years, male, white, stage:i, alive, 1087 days	708.7
TCGA-A6-5661-01A	80 years, female, black or african american, stage:iia, alive, 1020 days	705.2
TCGA-G4-6628-01A	78 years, male, white, stage:i, alive, 2424 days	703.6
TCGA-AZ-6599-01A	72 years, male, white, stage:i, dead, 206 days	699.6
TCGA-AA-3966-01A	89 years, female, stage:iia, alive, 61 days	698.7
TCGA-AA-3680-01A	67 years, female, stage:iv, dead, 335 days	694.7
TCGA-WS-AB45-01A	female, black or african american, stage:iia, alive, 2130 days	693.1
TCGA-AA-3516-01A	74 years, female, stage:iii, dead, 396 days	688.3
TCGA-AA-3950-01A	79 years, female, stage:iia, alive, 730 days	686.9
TCGA-DM-A28G-01A	75 years, male, white, stage:iia, dead, 1849 days	684.7
TCGA-AD-A5EK-01A	51 years, male, black or african american, stage:i, alive, 500 days	683.6
TCGA-NH-A6GA-01A	58 years, male, black or african american, stage:iiic, dead, 302 days	679.0
TCGA-AA-A00D-01A	70 years, male, stage:i, alive, 578 days	678.1
TCGA-CK-5916-01A	71 years, female, white, stage:i, dead, 643 days	678.1
TCGA-F4-6459-01A	61 years, female, white, stage:iiib, dead, 262 days	675.8
TCGA-AA-A00F-01A	66 years, male, stage:iiic, alive, 1035 days	668.4
TCGA-AA-A017-01A	57 years, female, stage:iia, alive, 457 days	667.3
TCGA-F4-6463-01A	51 years, male, white, stage:iia, alive, 1087 days	665.7
TCGA-G4-6302-01A	90 years, female, white, stage:iia, dead, 2047 days	663.5
TCGA-G4-6626-01A	90 years, male, white, stage:iia, dead, 1422 days	661.6
TCGA-DM-A1DA-01A	71 years, female, white, stage:iiic, dead, 228 days	659.8
TCGA-CM-6170-01A	73 years, female, white, stage:i, alive, 457 days	659.8
TCGA-AA-3841-01A	66 years, male, stage:iia, alive, 1124 days	659.3
TCGA-AA-A02F-01A	68 years, female, stage:iv, alive, 1216 days	656.0
TCGA-D5-6530-01A	53 years, male, white, stage:i, alive, 621 days	654.7
TCGA-AA-3930-01A	66 years, male, stage:iv, dead, 61 days	651.9
TCGA-CM-6161-01A	36 years, female, white, stage:i, alive, 457 days	651.6
TCGA-CM-6674-01A	39 years, male, white, stage:iia, alive, 394 days	650.3
TCGA-AU-6004-01A	69 years, female, white, stage:i, alive, 824 days	646.0
TCGA-AA-A02R-01A	84 years, female, stage:iia, dead, 670 days	643.5
TCGA-CM-5862-01A	80 years, male, white, stage:iva, dead, 153 days	640.3
TCGA-AA-3877-01A	83 years, female, stage:i, alive, 943 days	640.2
TCGA-DM-A1D0-01A	79 years, female, white, stage:iia, alive, 3974 days	638.9
TCGA-AA-A01F-01A	72 years, male, stage:iiib, alive, 974 days	637.8
TCGA-AA-3518-01A	81 years, female, stage:iia, alive, 31 days	635.4
TCGA-A6-A5ZU-01A	59 years, male, black or african american, stage:iiib, alive, 293 days	634.4
TCGA-CK-5912-01A	82 years, male, white, stage:i, dead, 1493 days	625.7
TCGA-G4-6309-01A	40 years, female, black or african american, stage:iiib, alive, 2600 days	625.1
TCGA-NH-A50V-01A	69 years, male, black or african american, stage:iiib, alive, 588 days	622.1
TCGA-AA-3842-01A	51 years, male, stage:iiia, alive, 1126 days	621.1
TCGA-AA-3848-01A	82 years, female, stage:iiic, dead, 306 days	618.7
TCGA-AA-3715-01A	77 years, male, stage:ii, dead, 579 days	617.1
TCGA-D5-6927-01A	34 years, male, white, stage:iia, alive, 287 days	610.9
TCGA-DM-A28E-01A	72 years, female, white, stage:iia, alive, 3648 days	608.5
TCGA-AA-3986-01A	73 years, male, stage:i, alive, 580 days	605.2
TCGA-AA-A00A-01A	80 years, male, stage:iia, alive, 1157 days	603.9
TCGA-F4-6704-01A	60 years, male, american indian or alaska native, stage:iiic, alive, 47 days	603.7
TCGA-G4-6314-01A	76 years, female, white, stage:iv, alive, 1093 days	592.0
TCGA-AA-3679-01A	59 years, male, stage:iv, alive, 457 days	590.8
TCGA-DM-A28A-01A	78 years, male, white, stage:iiic, dead, 805 days	589.2
TCGA-AA-3812-01A	82 years, female, stage:iia, alive, 1066 days	588.5
TCGA-AY-4070-01A	51 years, female, black or african american, stage:iiic, dead, 496 days	587.5
TCGA-A6-2681-01A	73 years, female, white, stage:iia, alive, 1387 days	579.4
TCGA-AA-A01X-01A	80 years, female, stage:iii, alive, 791 days	576.3
TCGA-F4-6570-01A	78 years, female, white, stage:iia, dead, 188 days	562.3
TCGA-A6-A567-01A	56 years, male, black or african american, stage:iv, dead, 1881 days	558.5
TCGA-AZ-6598-01A	77 years, female, white, stage:ii, dead, 1503 days	556.5
TCGA-AA-3975-01A	80 years, male, stage:i, alive, 1036 days	556.0
TCGA-NH-A8F8-01A	79 years, male, black or african american, stage:iv, dead, 511 days	546.3
TCGA-AA-3713-01A	68 years, male, stage:iv, alive, 579 days	546.2
TCGA-QG-A5Z1-01A	71 years, male, black or african american, stage:iiib, dead, 256 days	544.6
TCGA-AA-A00E-01A	65 years, male, stage:iia, alive, 913 days	543.1
TCGA-D5-6533-01A	68 years, female, white, alive, 775 days	541.7
TCGA-DM-A1HB-01A	75 years, male, white, stage:iiib, alive, 4126 days	539.3
TCGA-AA-A02W-01A	73 years, female, stage:i, alive, 1247 days	535.0
TCGA-DM-A28C-01A	74 years, male, white, stage:iia, dead, 2475 days	531.0
TCGA-G4-6588-01A	58 years, female, white, stage:iia, alive, 796 days	510.4
TCGA-A6-6652-01A	59 years, male, black or african american, stage:iva, alive, 751 days	505.6
TCGA-AA-3667-01A	36 years, female, stage:i, alive, 426 days	505.3
TCGA-AZ-4614-01A	71 years, female, white, stage:iva, dead, 172 days	503.4
TCGA-AA-A00U-01A	50 years, male, stage:iiib, alive, 518 days	502.3
TCGA-DM-A285-01A	71 years, female, white, stage:iv, dead, 179 days	494.1
TCGA-AA-3496-01A	83 years, female, stage:ii, alive, 31 days	492.1
TCGA-AA-3821-01A	81 years, female, stage:i, alive, 31 days	486.7
TCGA-G4-6298-01A	90 years, male, black or african american, stage:iiib, dead, 715 days	485.2
TCGA-A6-2672-01B	82 years, female, white, stage:iiib, alive, 1419 days	477.3
TCGA-AA-A03F-01A	90 years, female, stage:iii, dead, 549 days	474.8
TCGA-D5-6536-01A	73 years, male, white, stage:iia, alive, 543 days	468.8
TCGA-AA-3556-01A	78 years, male, stage:i, alive, 700 days	466.6
TCGA-CK-4952-01A	48 years, female, white, stage:iiic, alive, 475 days	464.4
TCGA-AA-3510-01A	70 years, male, stage:ii, alive, 1946 days	459.5
TCGA-CA-6719-01A	77 years, male, asian, stage:iia, alive, 435 days	458.5
TCGA-AA-3514-01A	81 years, female, stage:i, alive, 31 days	456.0
TCGA-D5-6538-01A	79 years, female, white, stage:iiib, alive, 521 days	451.9
TCGA-A6-6649-01A	66 years, male, white, stage:iiib, alive, 735 days	449.8
TCGA-A6-A56B-01A	57 years, male, black or african american, stage:iiib, dead, 1711 days	448.9
TCGA-CM-6172-01A	70 years, female, white, stage:iiib, alive, 335 days	433.5
TCGA-CM-5861-01A	63 years, female, white, stage:iia, alive, 457 days	431.6
TCGA-AA-3517-01A	60 years, male, stage:iia, alive, 1186 days	431.1
TCGA-F4-6460-01A	51 years, female, white, stage:iiib, dead, 972 days	428.8
TCGA-F4-6461-01A	41 years, female, white, stage:iiic, dead, 338 days	425.7
TCGA-A6-2684-01C	75 years, female, white, stage:i, alive, 1127 days	424.6
TCGA-AY-6197-01A	60 years, male, white, stage:iia, alive, 652 days	424.3
TCGA-AA-3534-01A	78 years, female, stage:iia, alive, 882 days	423.1
TCGA-AA-A01D-01A	47 years, female, stage:iiic, dead, 334 days	413.8
TCGA-A6-5656-01B	74 years, male, white, stage:i, alive, 1001 days	406.7
TCGA-AA-A010-01A	46 years, female, stage:iib, alive, 1064 days	401.6
TCGA-AA-3555-01A	81 years, female, stage:iia, alive, 911 days	401.3
TCGA-G4-6299-01A	69 years, male, white, stage:iiic, alive, 2268 days	399.8
TCGA-AA-A00J-01A	80 years, male, stage:iiib, alive, 549 days	398.9
TCGA-G4-6303-01A	54 years, female, white, stage:iv, dead, 2003 days	398.7
TCGA-CA-6718-01A	46 years, male, asian, stage:iia, dead, 306 days	381.0
TCGA-AA-A01V-01A	59 years, male, stage:i, alive, 31 days	370.2
TCGA-AA-3811-01A	84 years, female, stage:iii, dead, 306 days	359.1
TCGA-AA-3664-01A	74 years, female, stage:ii, alive, 1643 days	358.0
TCGA-DM-A1HA-01A	82 years, male, white, stage:iiic, alive, 4000 days	358.0
TCGA-CM-6171-01A	77 years, female, white, stage:i, alive, 427 days	353.8
TCGA-AA-A004-01A	76 years, male, stage:iia, alive, 424 days	350.1
TCGA-A6-2677-01B	68 years, female, white, stage:iiic, dead, 740 days	340.5
TCGA-AD-5900-01A	67 years, male, white, stage:i, alive, 370 days	328.2
TCGA-AA-A00O-01A	83 years, female, stage:iiic, alive, 822 days	326.4
TCGA-AA-3672-01A	90 years, female, stage:iii, alive, 28 days	293.1
TCGA-G4-6295-01A	70 years, female, white, stage:ii, alive, 254 days	278.8
TCGA-A6-6781-01B	43 years, male, white, stage:iiic, alive, 598 days	231.6
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