Expression of CEACAM5 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: 901.93
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

969.5

Number of samples

438

Samples

Sample	Description	FPKM
TCGA-G4-6321-01A	60 years, female, white, stage:iii, alive, 672 days	4254.6
TCGA-CM-6170-01A	73 years, female, white, stage:i, alive, 457 days	3190.3
TCGA-CA-5796-01A	53 years, female, asian, stage:iia, alive, 377 days	3143.3
TCGA-G4-6294-01A	76 years, male, white, stage:iv, dead, 858 days	2754.9
TCGA-AA-3511-01A	64 years, male, stage:ii, alive, 212 days	2725.1
TCGA-CM-6164-01A	46 years, female, white, stage:iia, alive, 883 days	2551.4
TCGA-D5-6920-01A	77 years, female, white, stage:iia, alive, 377 days	2527.3
TCGA-A6-5667-01A	40 years, female, white, stage:iiib, alive, 887 days	2493.5
TCGA-AZ-6603-01A	77 years, female, white, dead, 899 days	2328.8
TCGA-AY-A8YK-01A	44 years, male, black or african american, stage:iva, alive, 573 days	2295.7
TCGA-AY-6386-01A	66 years, female, black or african american, stage:iiib, alive, 542 days	2293.8
TCGA-D5-6533-01A	68 years, female, white, alive, 775 days	2285.4
TCGA-A6-6140-01A	62 years, male, white, stage:iia, alive, 734 days	2186.5
TCGA-AA-3854-01A	71 years, female, stage:i, alive, 1096 days	2167.5
TCGA-CM-6679-01A	58 years, male, white, stage:iia, alive, 306 days	2163.3
TCGA-CK-5916-01A	71 years, female, white, stage:i, dead, 643 days	2122.9
TCGA-AA-3973-01A	69 years, male, stage:iv, alive, 397 days	2061.4
TCGA-AY-A69D-01A	55 years, female, black or african american, stage:iia, alive, 543 days	2044.0
TCGA-AZ-6599-01A	72 years, male, white, stage:i, dead, 206 days	2041.8
TCGA-AA-3713-01A	68 years, male, stage:iv, alive, 579 days	1969.5
TCGA-G4-6322-01A	65 years, male, white, stage:iiib, alive, 792 days	1964.4
TCGA-NH-A50V-01A	69 years, male, black or african american, stage:iiib, alive, 588 days	1958.7
TCGA-CM-5863-01A	60 years, female, white, stage:iiib, alive, 457 days	1953.8
TCGA-F4-6807-01A	51 years, female, white, stage:iiic, alive, 1309 days	1946.2
TCGA-CM-6677-01A	75 years, female, white, stage:iia, alive, 337 days	1929.1
TCGA-G4-6315-01A	66 years, male, white, stage:iv, alive, 1883 days	1920.7
TCGA-F4-6459-01A	61 years, female, white, stage:iiib, dead, 262 days	1919.3
TCGA-D5-6539-01A	45 years, female, white, alive, 380 days	1917.4
TCGA-CM-6163-01A	74 years, male, white, stage:i, alive, 90 days	1863.0
TCGA-D5-6931-01A	77 years, male, white, stage:iiic, alive, 365 days	1847.7
TCGA-CK-5913-01A	58 years, female, white, stage:iia, alive, 1561 days	1846.4
TCGA-DM-A28E-01A	72 years, female, white, stage:iia, alive, 3648 days	1806.0
TCGA-A6-6137-01A	55 years, male, white, stage:iiib, alive, 824 days	1787.1
TCGA-AA-3861-01A	72 years, male, stage:iia, alive, 914 days	1759.6
TCGA-AU-3779-01A	80 years, female, white, stage:iia, alive, 441 days	1749.8
TCGA-AA-A00W-01A	80 years, male, stage:i, alive, 456 days	1749.5
TCGA-A6-6782-01A	82 years, male, white, stage:iib, alive, 617 days	1727.9
TCGA-A6-2675-01A	78 years, male, white, stage:iia, alive, 1321 days	1725.8
TCGA-AA-3968-01A	55 years, female, stage:i, alive, 669 days	1725.0
TCGA-QG-A5Z1-01A	71 years, male, black or african american, stage:iiib, dead, 256 days	1722.4
TCGA-AA-3655-01A	68 years, male, stage:ii, alive, 1856 days	1707.9
TCGA-AA-A00Z-01A	70 years, male, stage:iia, alive, 669 days	1700.8
TCGA-A6-A565-01A	34 years, female, black or african american, stage:iiic, dead, 494 days	1691.2
TCGA-D5-6929-01A	49 years, female, white, stage:iv, alive, 408 days	1691.2
TCGA-AA-3496-01A	83 years, female, stage:ii, alive, 31 days	1671.2
TCGA-D5-6529-01A	69 years, male, white, stage:iia, alive, 614 days	1661.7
TCGA-AY-4071-01A	63 years, female, white, stage:i, dead, 29 days	1648.8
TCGA-CK-6747-01A	87 years, female, white, stage:iia, alive, 2523 days	1647.3
TCGA-AA-3989-01A	84 years, male, stage:iv, dead, 242 days	1642.6
TCGA-AA-A00Q-01A	66 years, female, stage:iiib, alive, 1278 days	1637.5
TCGA-G4-6626-01A	90 years, male, white, stage:iia, dead, 1422 days	1637.4
TCGA-A6-6142-01A	56 years, female, white, stage:iva, alive, 763 days	1632.8
TCGA-D5-6535-01A	80 years, female, white, stage:iiib, alive, 460 days	1632.3
TCGA-4N-A93T-01A	67 years, male, black or african american, stage:iiib, alive, 146 days	1632.1
TCGA-AA-3972-01A	72 years, male, stage:iv, alive, 1551 days	1631.6
TCGA-DM-A1D6-01A	88 years, male, white, stage:iia, dead, 1518 days	1611.1
TCGA-CA-6719-01A	77 years, male, asian, stage:iia, alive, 435 days	1608.1
TCGA-AA-3860-01A	53 years, female, stage:iiib, alive, 945 days	1574.2
TCGA-CA-5797-01A	56 years, male, asian, stage:iia, alive, 383 days	1573.8
TCGA-A6-3810-01A	63 years, male, white, stage:iia, alive, 1111 days	1557.1
TCGA-A6-6648-01A	56 years, male, white, stage:iva, alive, 766 days	1556.1
TCGA-AA-3560-01A	72 years, female, stage:iiic, alive, 608 days	1554.9
TCGA-AA-3831-01A	66 years, male, stage:iia, alive, 547 days	1552.3
TCGA-5M-AAT4-01A	74 years, male, black or african american, stage:iv, dead, 49 days	1546.3
TCGA-CA-5255-01A	45 years, male, asian, stage:iia, alive, 376 days	1543.8
TCGA-AA-A01I-01A	76 years, male, stage:i, alive, 943 days	1527.3
TCGA-AA-3837-01A	67 years, male, stage:iia, alive, 1186 days	1522.4
TCGA-AZ-5403-01A	43 years, male, white, stage:ii, dead, 1910 days	1517.7
TCGA-A6-2678-01A	43 years, female, white, stage:iiib, alive, 1286 days	1515.3
TCGA-4T-AA8H-01A	42 years, female, black or african american, stage:iia, alive, 385 days	1513.0
TCGA-D5-6932-01A	69 years, male, white, stage:iia, alive, 346 days	1510.0
TCGA-D5-6540-01A	66 years, male, white, stage:i, alive, 491 days	1509.9
TCGA-D5-6537-01A	64 years, male, white, stage:iiib, dead, 146 days	1504.0
TCGA-CK-6748-01A	45 years, female, white, stage:iv, alive, 61 days	1491.8
TCGA-QG-A5YV-01A	64 years, female, black or african american, stage:iiic, alive, 1301 days	1478.2
TCGA-AA-3494-01A	55 years, male, stage:iv, alive, 31 days	1473.6
TCGA-AA-3846-01A	74 years, female, stage:iia, alive, 518 days	1470.6
TCGA-G4-6297-01A	55 years, female, white, stage:iv, alive, 2506 days	1469.4
TCGA-AA-A02W-01A	73 years, female, stage:i, alive, 1247 days	1463.8
TCGA-AA-3956-01A	65 years, male, stage:iia, alive, 1035 days	1460.5
TCGA-CM-4752-01A	58 years, male, black or african american, stage:iia, alive, 396 days	1457.6
TCGA-G4-6307-01A	37 years, female, white, stage:iiib, alive, 1674 days	1451.4
TCGA-DM-A1D7-01A	82 years, male, white, stage:iia, dead, 405 days	1447.9
TCGA-QL-A97D-01A	84 years, female, black or african american, stage:i, alive, 666 days	1444.6
TCGA-AA-A01Z-01A	68 years, male, stage:ii, alive, 1126 days	1440.4
TCGA-A6-2681-01A	73 years, female, white, stage:iia, alive, 1387 days	1430.2
TCGA-CM-6172-01A	70 years, female, white, stage:iiib, alive, 335 days	1423.5
TCGA-G4-6625-01A	77 years, female, white, stage:iia, alive, 2792 days	1418.9
TCGA-F4-6806-01A	59 years, female, white, stage:i, alive, 1260 days	1418.1
TCGA-G4-6627-01A	84 years, male, white, stage:iia, alive, 2275 days	1410.0
TCGA-AY-5543-01A	65 years, female, black or african american, stage:iva, alive, 1004 days	1409.7
TCGA-G4-6303-01A	54 years, female, white, stage:iv, dead, 2003 days	1404.8
TCGA-T9-A92H-01A	82 years, male, black or african american, stage:iia, alive, 362 days	1397.5
TCGA-AA-3688-01A	80 years, male, stage:iv, alive, 578 days	1397.5
TCGA-AA-A02H-01A	74 years, female, stage:iv, dead, 61 days	1397.0
TCGA-A6-6138-01A	61 years, male, white, stage:i, alive, 685 days	1393.6
TCGA-NH-A6GC-01A	66 years, female, black or african american, stage:ivb, alive, 389 days	1391.7
TCGA-CA-6716-01A	65 years, male, asian, stage:iia, alive, 371 days	1390.1
TCGA-AA-3844-01A	78 years, female, stage:iiic, alive, 454 days	1381.4
TCGA-AA-3502-01A	73 years, male, stage:i, alive, 1065 days	1376.0
TCGA-A6-3807-01A	53 years, female, white, stage:iiic, alive, 1054 days	1369.6
TCGA-G4-6293-01A	49 years, female, white, stage:iii, alive, 4051 days	1365.2
TCGA-AY-A71X-01A	54 years, female, black or african american, stage:i, alive, 588 days	1356.4
TCGA-AA-3697-01A	77 years, male, stage:ii, alive, 2587 days	1355.6
TCGA-F4-6461-01A	41 years, female, white, stage:iiic, dead, 338 days	1354.4
TCGA-CK-4950-01A	68 years, female, black or african american, stage:iiib, alive, 2599 days	1354.4
TCGA-AA-3851-01A	74 years, male, stage:iia, alive, 1006 days	1347.4
TCGA-AA-3941-01A	84 years, female, stage:iva, alive, 730 days	1346.0
TCGA-AA-3818-01A	78 years, female, stage:iia, dead, 30 days	1343.4
TCGA-D5-6926-01A	65 years, male, white, stage:iiib, alive, 275 days	1342.3
TCGA-AA-A00K-01A	79 years, male, stage:iia, alive, 549 days	1339.5
TCGA-DM-A1D0-01A	79 years, female, white, stage:iia, alive, 3974 days	1330.1
TCGA-CM-6166-01A	48 years, female, white, stage:i, alive, 669 days	1329.2
TCGA-AA-A00L-01A	66 years, male, stage:iia, alive, 1157 days	1325.5
TCGA-AD-6548-01A	81 years, female, white, stage:i, alive, 650 days	1322.4
TCGA-D5-5539-01A	60 years, male, white, stage:iiia, alive, 596 days	1319.2
TCGA-A6-5660-01A	73 years, male, black or african american, stage:iiic, alive, 888 days	1318.9
TCGA-AY-A54L-01A	74 years, female, black or african american, stage:i, alive, 525 days	1318.1
TCGA-G4-6317-01A	51 years, female, white, stage:iiic, alive, 1095 days	1299.7
TCGA-DM-A0X9-01A	71 years, female, white, stage:iia, alive, 3641 days	1291.3
TCGA-AZ-5407-01A	51 years, female, white, stage:i, alive, 2683 days	1283.4
TCGA-D5-6532-01A	61 years, male, white, stage:iia, alive, 555 days	1282.7
TCGA-AA-3862-01A	82 years, male, stage:iia, alive, 914 days	1281.1
TCGA-CM-6165-01A	74 years, male, white, stage:iia, alive, 488 days	1253.8
TCGA-AA-A01G-01A	63 years, male, stage:iia, alive, 365 days	1253.2
TCGA-AA-3866-01A	78 years, female, stage:i, alive, 518 days	1252.7
TCGA-AA-A02Y-01A	73 years, male, stage:i, alive, 1216 days	1250.6
TCGA-D5-6898-01A	51 years, female, white, stage:i, alive, 229 days	1238.0
TCGA-CM-4748-01A	53 years, male, white, stage:iiib, alive, 792 days	1231.8
TCGA-CM-5864-01A	60 years, male, white, stage:i, alive, 457 days	1231.4
TCGA-G4-6323-01A	50 years, male, black or african american, stage:ia, alive, 419 days	1231.0
TCGA-AA-3495-01A	79 years, male, stage:i, alive, 1127 days	1228.8
TCGA-AA-3530-01A	80 years, male, stage:i, alive, 580 days	1228.1
TCGA-AD-6899-01A	84 years, male, white, stage:iiic, dead, 176 days	1227.2
TCGA-AA-3970-01A	65 years, male, stage:iia, alive, 1096 days	1220.2
TCGA-DM-A285-01A	71 years, female, white, stage:iv, dead, 179 days	1220.1
TCGA-D5-6536-01A	73 years, male, white, stage:iia, alive, 543 days	1205.5
TCGA-AA-3867-01A	74 years, male, stage:iv, alive, 731 days	1204.5
TCGA-D5-6541-01A	49 years, male, white, stage:iia, alive, 474 days	1198.0
TCGA-AA-A00U-01A	50 years, male, stage:iiib, alive, 518 days	1197.2
TCGA-AA-3971-01A	58 years, male, stage:iii, alive, 489 days	1197.2
TCGA-CM-6676-01A	82 years, male, white, stage:i, alive, 337 days	1188.5
TCGA-A6-5661-01A	80 years, female, black or african american, stage:iia, alive, 1020 days	1179.8
TCGA-AA-A01C-01A	75 years, male, stage:iiia, alive, 457 days	1174.5
TCGA-DM-A28A-01A	78 years, male, white, stage:iiic, dead, 805 days	1165.5
TCGA-AZ-6598-01A	77 years, female, white, stage:ii, dead, 1503 days	1156.9
TCGA-AA-A01F-01A	72 years, male, stage:iiib, alive, 974 days	1149.0
TCGA-CK-5912-01A	82 years, male, white, stage:i, dead, 1493 days	1147.9
TCGA-DM-A282-01A	61 years, female, white, stage:iia, alive, 4233 days	1146.7
TCGA-CM-6678-01A	63 years, female, white, stage:iva, alive, 335 days	1146.3
TCGA-AA-3556-01A	78 years, male, stage:i, alive, 700 days	1143.8
TCGA-DM-A1D9-01A	67 years, female, white, stage:iia, alive, 4270 days	1142.7
TCGA-CM-6168-01A	84 years, female, black or african american, stage:iia, alive, 395 days	1137.0
TCGA-D5-7000-01A	79 years, female, white, stage:i, alive, 312 days	1135.3
TCGA-NH-A6GA-01A	58 years, male, black or african american, stage:iiic, dead, 302 days	1133.8
TCGA-AA-3979-01A	84 years, male, stage:iia, alive, 730 days	1127.9
TCGA-F4-6854-01A	77 years, female, white, stage:iia, alive, 16 days	1121.2
TCGA-CM-5868-01A	59 years, female, white, stage:iva, alive, 518 days	1114.7
TCGA-AD-6890-01A	65 years, male, white, alive, 746 days	1105.3
TCGA-CM-4747-01A	47 years, male, white, stage:iva, alive, 761 days	1102.7
TCGA-AA-A00A-01A	80 years, male, stage:iia, alive, 1157 days	1096.1
TCGA-QG-A5YX-01A	61 years, female, black or african american, stage:iia, alive, 1003 days	1093.7
TCGA-AA-3548-01A	71 years, female, stage:iiic, alive, 1034 days	1091.8
TCGA-A6-A567-01A	56 years, male, black or african american, stage:iv, dead, 1881 days	1087.4
TCGA-AD-6963-01A	58 years, male, white, alive, 834 days	1082.7
TCGA-AA-3549-01A	69 years, male, stage:i, alive, 639 days	1077.2
TCGA-AA-A00N-01A	75 years, male, stage:iib, dead, 122 days	1076.8
TCGA-D5-6923-01A	57 years, male, white, stage:i, alive, 378 days	1073.7
TCGA-AA-A00F-01A	66 years, male, stage:iiic, alive, 1035 days	1066.8
TCGA-A6-5662-01A	46 years, male, white, stage:iva, alive, 718 days	1065.8
TCGA-QG-A5YW-01A	55 years, female, black or african american, stage:iiic, alive, 896 days	1062.9
TCGA-DM-A28F-01A	73 years, male, white, stage:iiib, dead, 1094 days	1061.8
TCGA-CM-5860-01A	44 years, male, white, stage:iia, alive, 974 days	1059.5
TCGA-AD-6895-01A	84 years, male, white, stage:iiib, alive, 763 days	1057.6
TCGA-G4-6314-01A	76 years, female, white, stage:iv, alive, 1093 days	1048.7
TCGA-AA-A024-01A	81 years, male, stage:ii, dead, 1188 days	1038.1
TCGA-A6-5666-01A	78 years, male, white, stage:iic, alive, 995 days	1037.7
TCGA-AA-3678-01A	60 years, female, stage:iii, alive, 1430 days	1037.5
TCGA-CK-4947-01B	46 years, female, white, stage:iiib, alive, 534 days	1036.9
TCGA-AA-3538-01A	54 years, female, stage:i, alive, 791 days	1035.3
TCGA-A6-4107-01A	57 years, female, white, stage:iiib, alive, 987 days	1033.3
TCGA-AA-3977-01A	65 years, male, alive, 761 days	1032.6
TCGA-CK-5914-01A	81 years, male, white, stage:iiib, alive, 669 days	1023.7
TCGA-CM-5348-01A	72 years, male, white, stage:iiib, alive, 699 days	1022.0
TCGA-AZ-6608-01A	55 years, female, white, stage:iiia, dead, 59 days	1018.3
TCGA-CM-6169-01A	67 years, male, black or african american, stage:iia, alive, 396 days	1017.3
TCGA-AA-A029-01A	67 years, male, stage:ii, alive, 1581 days	1012.0
TCGA-G4-6298-01A	90 years, male, black or african american, stage:iiib, dead, 715 days	1009.2
TCGA-A6-6652-01A	59 years, male, black or african american, stage:iva, alive, 751 days	1004.3
TCGA-F4-6808-01A	54 years, female, white, stage:i, alive, 1024 days	999.2
TCGA-CM-6680-01A	78 years, female, white, stage:iiib, alive, 366 days	998.4
TCGA-D5-5538-01A	60 years, female, white, stage:iiib, dead, 1661 days	997.9
TCGA-F4-6856-01A	45 years, male, white, stage:i, alive, 1074 days	995.7
TCGA-AA-3982-01A	75 years, male, stage:iiib, alive, 822 days	992.8
TCGA-AA-3856-01A	59 years, male, stage:iia, alive, 30 days	989.5
TCGA-G4-6311-01A	80 years, male, white, stage:iii, alive, 1199 days	982.2
TCGA-AA-3976-01A	70 years, male, stage:iiia, alive, 791 days	980.2
TCGA-AA-3679-01A	59 years, male, stage:iv, alive, 457 days	977.6
TCGA-DM-A28M-01A	63 years, male, white, stage:iia, alive, 2895 days	976.5
TCGA-F4-6809-01A	52 years, female, white, stage:iva, dead, 403 days	972.1
TCGA-A6-6141-01A	31 years, male, black or african american, stage:iia, alive, 255 days	967.1
TCGA-D5-5541-01A	63 years, male, white, stage:iiib, alive, 1701 days	965.5
TCGA-AA-3532-01A	63 years, male, stage:iia, alive, 882 days	965.3
TCGA-AA-3966-01A	89 years, female, stage:iia, alive, 61 days	964.9
TCGA-AA-3524-01A	85 years, male, stage:ii, alive, 1096 days	955.5
TCGA-AA-3675-01A	84 years, male, stage:ii, alive, 1431 days	955.5
TCGA-F4-6805-01A	58 years, female, white, stage:iia, alive, 1047 days	955.2
TCGA-NH-A8F7-01A	53 years, female, black or african american, stage:iia, alive, 543 days	952.5
TCGA-AA-3562-01A	82 years, male, stage:iiic, alive, 608 days	950.8
TCGA-AA-3955-01A	38 years, male, stage:iiib, alive, 638 days	950.2
TCGA-3L-AA1B-01A	61 years, female, black or african american, stage:i, alive, 475 days	939.3
TCGA-DM-A28G-01A	75 years, male, white, stage:iia, dead, 1849 days	933.1
TCGA-A6-6649-01A	66 years, male, white, stage:iiib, alive, 735 days	927.4
TCGA-D5-6922-01A	76 years, male, white, stage:iiia, alive, 308 days	926.6
TCGA-A6-5664-01A	80 years, male, black or african american, stage:iiic, alive, 672 days	921.2
TCGA-CM-5344-01A	39 years, female, white, stage:iiib, alive, 670 days	920.4
TCGA-AA-A017-01A	57 years, female, stage:iia, alive, 457 days	917.0
TCGA-A6-6654-01A	65 years, female, white, stage:iiib, alive, 726 days	905.7
TCGA-CM-6162-01A	48 years, female, white, stage:iiib, alive, 365 days	904.8
TCGA-DM-A28C-01A	74 years, male, white, stage:iia, dead, 2475 days	899.1
TCGA-AA-3488-01A	58 years, male, stage:iv, dead, 153 days	888.2
TCGA-RU-A8FL-01A	51 years, male, black or african american, stage:iiib, alive, 1177 days	885.3
TCGA-AA-3543-01A	84 years, male, stage:i, alive, 30 days	878.9
TCGA-G4-6310-01A	69 years, male, white, stage:iiib, alive, 1935 days	872.9
TCGA-A6-2682-01A	70 years, male, white, stage:iv, dead, 424 days	863.5
TCGA-DM-A288-01A	68 years, male, white, stage:iiic, dead, 427 days	861.6
TCGA-AA-3561-01A	72 years, male, stage:iia, alive, 424 days	856.3
TCGA-AZ-6600-01A	64 years, male, black or african american, stage:iv, dead, 368 days	854.0
TCGA-AA-3870-01A	71 years, female, stage:iv, alive, 912 days	847.2
TCGA-A6-2683-01A	57 years, female, white, stage:iv, dead, 504 days	845.7
TCGA-CA-5254-01A	42 years, female, asian, stage:iia, alive, 386 days	840.1
TCGA-5M-AATE-01A	76 years, male, black or african american, stage:iia, alive, 1200 days	829.7
TCGA-CM-6674-01A	39 years, male, white, stage:iia, alive, 394 days	828.8
TCGA-AA-A02J-01A	70 years, female, stage:iv, dead, 153 days	825.3
TCGA-AA-3841-01A	66 years, male, stage:iia, alive, 1124 days	825.0
TCGA-AA-3819-01A	41 years, female, stage:iia, alive, 761 days	822.7
TCGA-AA-3855-01A	72 years, male, stage:i, alive, 975 days	818.1
TCGA-AA-3666-01A	68 years, male, stage:iii, dead, 61 days	817.8
TCGA-AA-3680-01A	67 years, female, stage:iv, dead, 335 days	813.2
TCGA-CA-6715-01A	63 years, male, asian, stage:iiib, alive, 383 days	809.5
TCGA-AA-A02K-01A	50 years, male, stage:iv, dead, 426 days	806.1
TCGA-DM-A0XF-01A	68 years, female, white, stage:iiic, dead, 1162 days	803.8
TCGA-CK-4951-01A	79 years, female, white, stage:iia, dead, 2134 days	801.5
TCGA-AA-3858-01A	67 years, male, stage:i, alive, 945 days	801.3
TCGA-AA-3980-01A	89 years, female, stage:i, alive, 822 days	800.9
TCGA-CM-4750-01A	34 years, female, white, stage:iiia, alive, 244 days	798.3
TCGA-AA-3877-01A	83 years, female, stage:i, alive, 943 days	792.0
TCGA-AA-3939-01A	83 years, male, stage:iia, alive, 395 days	789.5
TCGA-AA-3519-01A	63 years, male, stage:iii, alive, 276 days	786.6
TCGA-AD-5900-01A	67 years, male, white, stage:i, alive, 370 days	784.1
TCGA-AA-A02F-01A	68 years, female, stage:iv, alive, 1216 days	781.7
TCGA-AD-A5EK-01A	51 years, male, black or african american, stage:i, alive, 500 days	781.4
TCGA-A6-6653-01A	82 years, male, white, stage:i, alive, 742 days	781.2
TCGA-AZ-4682-01B	61 years, male, white, stage:iva, dead, 680 days	778.9
TCGA-AD-6889-01A	male, asian, stage:iia, dead, 2532 days	778.7
TCGA-D5-6924-01A	68 years, male, white, stage:iia, alive, 435 days	773.3
TCGA-AA-3492-01A	90 years, female, stage:ii, dead, 92 days	770.6
TCGA-CM-4751-01A	62 years, male, white, stage:iiib, alive, 822 days	769.9
TCGA-AA-A01T-01A	63 years, female, stage:iii, alive, 1005 days	769.7
TCGA-D5-5537-01A	83 years, male, white, dead, 1381 days	768.6
TCGA-AA-A02O-01A	82 years, male, stage:ii, alive, 28 days	766.2
TCGA-AD-6888-01A	73 years, male, white, stage:iiib, dead, 472 days	764.8
TCGA-A6-5657-01A	65 years, male, black or african american, stage:iiib, alive, 962 days	759.2
TCGA-AA-3553-01A	61 years, female, stage:i, alive, 730 days	753.5
TCGA-AA-3522-01A	67 years, male, stage:iia, alive, 1127 days	748.0
TCGA-NH-A6GB-01A	71 years, female, black or african american, stage:iiic, alive, 476 days	745.5
TCGA-DM-A1D4-01A	80 years, male, white, stage:iia, dead, 2821 days	745.4
TCGA-AA-3975-01A	80 years, male, stage:i, alive, 1036 days	744.6
TCGA-F4-6855-01A	70 years, female, white, stage:iia, alive, 1442 days	742.1
TCGA-AZ-4684-01A	50 years, male, white, stage:iva, alive, 1977 days	739.6
TCGA-AA-3667-01A	36 years, female, stage:i, alive, 426 days	736.9
TCGA-AA-3520-01A	86 years, female, stage:ii, alive, 731 days	735.9
TCGA-AA-3489-01A	75 years, male, stage:ii, dead, 214 days	726.4
TCGA-A6-5656-01B	74 years, male, white, stage:i, alive, 1001 days	726.0
TCGA-CM-4746-01A	61 years, male, black or african american, stage:i, alive, 1126 days	724.4
TCGA-AA-3552-01A	85 years, male, stage:iiic, dead, 396 days	724.3
TCGA-AA-3952-01A	68 years, male, stage:iiic, dead, 61 days	722.5
TCGA-AA-3812-01A	82 years, female, stage:iia, alive, 1066 days	722.0
TCGA-A6-2680-01A	72 years, female, black or african american, stage:ii, alive, 1068 days	716.2
TCGA-AA-3660-01A	51 years, female, stage:ii, alive, 2375 days	702.2
TCGA-AA-3986-01A	73 years, male, stage:i, alive, 580 days	702.2
TCGA-A6-2685-01A	48 years, female, black or african american, stage:iia, alive, 1133 days	700.6
TCGA-A6-A56B-01A	57 years, male, black or african american, stage:iiib, dead, 1711 days	692.6
TCGA-AA-A01S-01A	47 years, female, stage:iii, alive, 31 days	687.6
TCGA-AA-3673-01A	53 years, female, stage:ii, alive, 1522 days	681.8
TCGA-DM-A0XD-01A	65 years, male, white, stage:iia, dead, 743 days	679.1
TCGA-F4-6463-01A	51 years, male, white, stage:iia, alive, 1087 days	677.9
TCGA-AA-3681-01A	77 years, female, stage:iii, alive, 182 days	676.6
TCGA-CK-6751-01A	88 years, female, white, stage:i, alive, 3780 days	670.3
TCGA-A6-6650-01A	69 years, female, black or african american, stage:iia, alive, 627 days	668.0
TCGA-NH-A8F8-01A	79 years, male, black or african american, stage:iv, dead, 511 days	667.4
TCGA-G4-6302-01A	90 years, female, white, stage:iia, dead, 2047 days	656.8
TCGA-AD-6901-01A	78 years, male, white, dead, 682 days	656.8
TCGA-CM-6675-01A	35 years, male, black or african american, stage:ivb, alive, 397 days	652.5
TCGA-AA-3506-01A	77 years, male, stage:i, alive, 1765 days	650.8
TCGA-CA-5256-01A	54 years, female, asian, stage:iia, alive, 379 days	650.2
TCGA-AZ-6606-01A	81 years, male, white, stage:iv, dead, 357 days	650.0
TCGA-AA-3696-01A	75 years, female, stage:iv, dead, 153 days	648.2
TCGA-DM-A280-01A	70 years, female, white, stage:iia, dead, 236 days	645.5
TCGA-AA-3685-01A	69 years, male, stage:ii, alive, 1127 days	638.9
TCGA-AA-3664-01A	74 years, female, stage:ii, alive, 1643 days	630.5
TCGA-AA-3869-01A	76 years, male, stage:iv, dead, 822 days	629.8
TCGA-D5-6538-01A	79 years, female, white, stage:iiib, alive, 521 days	624.4
TCGA-AA-A03J-01A	65 years, female, stage:i, alive, 1246 days	618.0
TCGA-A6-4105-01A	79 years, male, white, stage:iia, dead, 442 days	613.2
TCGA-AA-A03F-01A	90 years, female, stage:iii, dead, 549 days	602.2
TCGA-AA-3662-01A	80 years, female, stage:iv, alive, 184 days	597.8
TCGA-NH-A50T-01A	68 years, female, black or african american, stage:iia, alive, 553 days	595.2
TCGA-AA-A02E-01A	82 years, female, stage:iv, dead, 90 days	593.4
TCGA-AA-3710-01A	80 years, female, stage:iia, alive, 821 days	592.2
TCGA-CM-6167-01A	57 years, female, black or african american, stage:iiic, alive, 456 days	588.8
TCGA-G4-6295-01A	70 years, female, white, stage:ii, alive, 254 days	587.8
TCGA-DM-A1D8-01A	50 years, female, white, dead, 383 days	581.9
TCGA-AZ-6605-01A	78 years, male, white, stage:iiib, dead, 159 days	573.1
TCGA-AD-6965-01A	62 years, male, white, stage:iiic, alive, 805 days	573.0
TCGA-AM-5820-01A	60 years, female, white, stage:iva, alive, 14 days	565.6
TCGA-AA-3531-01A	75 years, female, stage:iia, alive, 1035 days	565.4
TCGA-AA-3842-01A	51 years, male, stage:iiia, alive, 1126 days	562.1
TCGA-AA-3555-01A	81 years, female, stage:iia, alive, 911 days	560.8
TCGA-AA-A01D-01A	47 years, female, stage:iiic, dead, 334 days	560.5
TCGA-AA-3692-01A	47 years, female, stage:iv, dead, 1095 days	559.4
TCGA-DM-A28K-01A	75 years, male, white, stage:iia, alive, 2988 days	558.3
TCGA-DM-A1HB-01A	75 years, male, white, stage:iiib, alive, 4126 days	557.6
TCGA-AA-3875-01A	78 years, female, stage:i, alive, 549 days	552.1
TCGA-A6-A566-01A	55 years, female, black or african american, stage:iiib, dead, 758 days	545.8
TCGA-A6-2679-01A	73 years, female, white, stage:iib, alive, 1366 days	545.4
TCGA-AA-3994-01A	69 years, male, stage:iiib, alive, 822 days	544.1
TCGA-D5-6530-01A	53 years, male, white, stage:i, alive, 621 days	538.9
TCGA-CM-5341-01A	82 years, female, white, stage:iiia, alive, 884 days	538.7
TCGA-D5-6531-01A	75 years, male, white, stage:iia, alive, 540 days	538.2
TCGA-G4-6586-01A	74 years, female, white, stage:iia, alive, 1089 days	536.5
TCGA-AY-6197-01A	60 years, male, white, stage:iia, alive, 652 days	530.7
TCGA-AA-3510-01A	70 years, male, stage:ii, alive, 1946 days	530.3
TCGA-G4-6306-01A	71 years, male, white, alive, 1359 days	524.8
TCGA-A6-2677-01B	68 years, female, white, stage:iiic, dead, 740 days	516.4
TCGA-AA-3514-01A	81 years, female, stage:i, alive, 31 days	513.2
TCGA-AA-3833-01A	63 years, female, stage:iia, alive, 485 days	512.2
TCGA-AA-3544-01A	68 years, male, stage:i, alive, 426 days	510.8
TCGA-DM-A1DB-01A	68 years, male, white, stage:iia, dead, 1348 days	510.3
TCGA-CM-4743-01A	69 years, male, white, stage:iia, alive, 701 days	509.2
TCGA-AA-3848-01A	82 years, female, stage:iiic, dead, 306 days	508.4
TCGA-AZ-4616-01A	82 years, female, white, stage:iv, dead, 156 days	503.4
TCGA-G4-6320-01A	73 years, male, white, stage:iii, alive, 804 days	501.1
TCGA-AD-6964-01A	58 years, male, white, dead, 331 days	498.0
TCGA-G4-6588-01A	58 years, female, white, stage:iia, alive, 796 days	496.3
TCGA-DM-A28H-01A	50 years, male, white, stage:iiic, alive, 3561 days	495.9
TCGA-AA-A01V-01A	59 years, male, stage:i, alive, 31 days	494.7
TCGA-CM-5349-01A	68 years, female, white, stage:iia, alive, 915 days	491.1
TCGA-F4-6569-01A	60 years, male, white, stage:i, alive, 1087 days	490.7
TCGA-AA-3554-01A	62 years, female, stage:iia, alive, 546 days	489.8
TCGA-A6-5659-01A	82 years, male, white, stage:i, alive, 926 days	482.7
TCGA-AA-3516-01A	74 years, female, stage:iii, dead, 396 days	473.8
TCGA-AZ-4315-01A	61 years, male, white, stage:iia, alive, 1776 days	473.7
TCGA-AA-A00O-01A	83 years, female, stage:iiic, alive, 822 days	471.9
TCGA-AA-A01K-01A	74 years, female, stage:iiic, alive, 943 days	470.3
TCGA-AZ-4615-01A	84 years, male, white, stage:iiib, alive, 1002 days	461.4
TCGA-AA-3525-01A	90 years, male, stage:iiib, alive, 245 days	458.0
TCGA-AZ-4313-01A	51 years, female, white, stage:i, alive, 2310 days	452.4
TCGA-F4-6704-01A	60 years, male, american indian or alaska native, stage:iiic, alive, 47 days	452.1
TCGA-AA-3930-01A	66 years, male, stage:iv, dead, 61 days	445.8
TCGA-A6-A5ZU-01A	59 years, male, black or african american, stage:iiib, alive, 293 days	440.2
TCGA-A6-2671-01A	85 years, male, white, stage:iv, dead, 1331 days	436.7
TCGA-AA-3526-01A	57 years, male, stage:i, alive, 580 days	436.4
TCGA-A6-6780-01A	74 years, male, white, stage:iia, alive, 612 days	431.7
TCGA-A6-2674-01A	72 years, male, white, stage:iv, alive, 1331 days	427.4
TCGA-AA-3542-01A	69 years, male, stage:iiic, alive, 395 days	424.9
TCGA-A6-2684-01C	75 years, female, white, stage:i, alive, 1127 days	418.0
TCGA-AA-3517-01A	60 years, male, stage:iia, alive, 1186 days	417.6
TCGA-AZ-4308-01A	47 years, female, white, stage:iiib, alive, 3324 days	414.1
TCGA-CM-6161-01A	36 years, female, white, stage:i, alive, 457 days	412.4
TCGA-CK-4952-01A	48 years, female, white, stage:iiic, alive, 475 days	410.4
TCGA-AY-6196-01A	47 years, male, white, stage:iiic, alive, 6 days	405.0
TCGA-WS-AB45-01A	female, black or african american, stage:iia, alive, 2130 days	402.1
TCGA-AA-3534-01A	78 years, female, stage:iia, alive, 882 days	400.8
TCGA-AY-4070-01A	51 years, female, black or african american, stage:iiic, dead, 496 days	369.7
TCGA-D5-6534-01A	62 years, female, white, stage:iia, alive, 1316 days	369.4
TCGA-A6-3808-01A	73 years, male, white, stage:iia, alive, 1014 days	368.0
TCGA-AA-3864-01A	71 years, male, stage:ii, alive, 1612 days	366.1
TCGA-A6-5665-01A	84 years, female, white, stage:iia, alive, 671 days	353.1
TCGA-CM-6171-01A	77 years, female, white, stage:i, alive, 427 days	350.8
TCGA-AA-3663-01A	42 years, male, stage:ii, alive, 212 days	346.8
TCGA-NH-A50U-01A	42 years, male, black or african american, stage:iva, dead, 334 days	339.8
TCGA-AM-5821-01A	68 years, female, white, stage:iia, alive, 28 days	331.8
TCGA-D5-6927-01A	34 years, male, white, stage:iia, alive, 287 days	331.0
TCGA-QG-A5Z2-01A	61 years, male, black or african american, stage:i, alive, 952 days	330.4
TCGA-AA-A01P-01A	80 years, female, stage:iii, dead, 1158 days	323.5
TCGA-F4-6570-01A	78 years, female, white, stage:iia, dead, 188 days	323.0
TCGA-D5-6930-01A	67 years, male, white, stage:iia, alive, 406 days	320.6
TCGA-AZ-6601-01A	68 years, male, white, stage:ii, dead, 3042 days	307.3
TCGA-A6-6651-01A	55 years, female, white, stage:iiib, alive, 662 days	300.3
TCGA-AA-3509-01A	54 years, female, stage:ii, alive, 1915 days	298.7
TCGA-SS-A7HO-01A	44 years, female, black or african american, stage:iib, alive, 1829 days	291.9
TCGA-G4-6309-01A	40 years, female, black or african american, stage:iiib, alive, 2600 days	291.4
TCGA-AZ-4323-01A	37 years, male, white, stage:iv, dead, 43 days	280.2
TCGA-CM-5861-01A	63 years, female, white, stage:iia, alive, 457 days	279.2
TCGA-A6-3809-01A	71 years, female, white, stage:iib, alive, 996 days	277.0
TCGA-CK-4948-01B	45 years, female, white, stage:iii, alive, 4502 days	263.8
TCGA-CM-4744-01A	69 years, male, white, stage:i, alive, 609 days	260.3
TCGA-F4-6703-01A	64 years, male, white, stage:iia, alive, 1456 days	255.0
TCGA-AU-6004-01A	69 years, female, white, stage:i, alive, 824 days	251.5
TCGA-CA-6717-01A	57 years, male, asian, stage:iia, alive, 388 days	247.8
TCGA-AA-3821-01A	81 years, female, stage:i, alive, 31 days	238.7
TCGA-AA-A00E-01A	65 years, male, stage:iia, alive, 913 days	231.7
TCGA-AA-3811-01A	84 years, female, stage:iii, dead, 306 days	223.7
TCGA-AA-A004-01A	76 years, male, stage:iia, alive, 424 days	211.7
TCGA-G4-6304-01A	66 years, female, white, stage:iib, alive, 1631 days	208.6
TCGA-A6-2672-01B	82 years, female, white, stage:iiib, alive, 1419 days	208.5
TCGA-AA-3672-01A	90 years, female, stage:iii, alive, 28 days	203.4
TCGA-DM-A1DA-01A	71 years, female, white, stage:iiic, dead, 228 days	197.6
TCGA-AA-3950-01A	79 years, female, stage:iia, alive, 730 days	196.8
TCGA-AA-A01X-01A	80 years, female, stage:iii, alive, 791 days	193.7
TCGA-AA-A00J-01A	80 years, male, stage:iiib, alive, 549 days	190.3
TCGA-G4-6299-01A	69 years, male, white, stage:iiic, alive, 2268 days	190.1
TCGA-NH-A5IV-01A	90 years, female, black or african american, stage:iia, alive, 588 days	187.9
TCGA-AA-A01R-01A	47 years, male, stage:iii, alive, 1065 days	183.0
TCGA-A6-6781-01B	43 years, male, white, stage:iiic, alive, 598 days	182.9
TCGA-AA-3949-01A	87 years, female, stage:iiib, alive, 791 days	171.6
TCGA-AA-3518-01A	81 years, female, stage:iia, alive, 31 days	167.7
TCGA-F4-6460-01A	51 years, female, white, stage:iiib, dead, 972 days	153.4
TCGA-AZ-6607-01A	69 years, male, white, stage:iv, dead, 97 days	152.7
TCGA-D5-6928-01A	80 years, male, white, stage:iia, alive, 354 days	145.8
TCGA-D5-5540-01A	73 years, male, white, stage:iia, alive, 1706 days	143.2
TCGA-AZ-4614-01A	71 years, female, white, stage:iva, dead, 172 days	139.4
TCGA-AA-A010-01A	46 years, female, stage:iib, alive, 1064 days	126.4
TCGA-A6-2686-01A	81 years, female, white, stage:iia, dead, 1126 days	125.3
TCGA-DM-A1HA-01A	82 years, male, white, stage:iiic, alive, 4000 days	121.1
TCGA-AA-3715-01A	77 years, male, stage:ii, dead, 579 days	103.9
TCGA-AA-A00D-01A	70 years, male, stage:i, alive, 578 days	102.3
TCGA-AA-A01Q-01A	48 years, female, stage:ii, alive, 31 days	101.8
TCGA-AA-3947-01A	60 years, female, stage:iib, alive, 1004 days	100.9
TCGA-AA-3815-01A	65 years, female, stage:iia, alive, 1005 days	98.4
TCGA-G4-6628-01A	78 years, male, white, stage:i, alive, 2424 days	95.8
TCGA-CM-5862-01A	80 years, male, white, stage:iva, dead, 153 days	80.3
TCGA-A6-2676-01A	75 years, female, white, stage:iib, dead, 1305 days	73.4
TCGA-5M-AAT6-01A	40 years, female, black or african american, stage:iv, dead, 290 days	71.5
TCGA-CA-6718-01A	46 years, male, asian, stage:iia, dead, 306 days	42.1
TCGA-AA-A00R-01A	64 years, female, stage:i, alive, 30 days	15.9
TCGA-AA-A02R-01A	84 years, female, stage:iia, dead, 670 days	14.3
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