Expression of GAPDH 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: 852.97
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

1207.4

Number of samples

438

Samples

Sample	Description	FPKM
TCGA-AA-3715-01A	77 years, male, stage:ii, dead, 579 days	7185.1
TCGA-AA-3672-01A	90 years, female, stage:iii, alive, 28 days	5221.2
TCGA-CM-4747-01A	47 years, male, white, stage:iva, alive, 761 days	3358.2
TCGA-DM-A1D7-01A	82 years, male, white, stage:iia, dead, 405 days	3208.0
TCGA-A6-6780-01A	74 years, male, white, stage:iia, alive, 612 days	3058.7
TCGA-A6-3809-01A	71 years, female, white, stage:iib, alive, 996 days	3029.8
TCGA-DM-A1HB-01A	75 years, male, white, stage:iiib, alive, 4126 days	2865.6
TCGA-AD-6889-01A	male, asian, stage:iia, dead, 2532 days	2850.9
TCGA-AZ-4313-01A	51 years, female, white, stage:i, alive, 2310 days	2616.3
TCGA-A6-2683-01A	57 years, female, white, stage:iv, dead, 504 days	2527.5
TCGA-AA-3514-01A	81 years, female, stage:i, alive, 31 days	2518.6
TCGA-CK-4952-01A	48 years, female, white, stage:iiic, alive, 475 days	2514.5
TCGA-AA-3560-01A	72 years, female, stage:iiic, alive, 608 days	2469.5
TCGA-AA-3950-01A	79 years, female, stage:iia, alive, 730 days	2406.3
TCGA-AA-3848-01A	82 years, female, stage:iiic, dead, 306 days	2297.9
TCGA-AA-A02O-01A	82 years, male, stage:ii, alive, 28 days	2289.2
TCGA-AA-3506-01A	77 years, male, stage:i, alive, 1765 days	2288.1
TCGA-F4-6805-01A	58 years, female, white, stage:iia, alive, 1047 days	2228.3
TCGA-D5-6529-01A	69 years, male, white, stage:iia, alive, 614 days	2226.9
TCGA-D5-6531-01A	75 years, male, white, stage:iia, alive, 540 days	2220.8
TCGA-AZ-4315-01A	61 years, male, white, stage:iia, alive, 1776 days	2174.7
TCGA-DM-A28M-01A	63 years, male, white, stage:iia, alive, 2895 days	2173.2
TCGA-AZ-4616-01A	82 years, female, white, stage:iv, dead, 156 days	2162.7
TCGA-AA-A02R-01A	84 years, female, stage:iia, dead, 670 days	2147.6
TCGA-AA-3681-01A	77 years, female, stage:iii, alive, 182 days	2137.8
TCGA-AA-A01R-01A	47 years, male, stage:iii, alive, 1065 days	2129.0
TCGA-G4-6586-01A	74 years, female, white, stage:iia, alive, 1089 days	2128.0
TCGA-AA-3812-01A	82 years, female, stage:iia, alive, 1066 days	2107.3
TCGA-AA-A029-01A	67 years, male, stage:ii, alive, 1581 days	2084.7
TCGA-AD-5900-01A	67 years, male, white, stage:i, alive, 370 days	2062.8
TCGA-AA-3663-01A	42 years, male, stage:ii, alive, 212 days	2008.6
TCGA-AA-A00K-01A	79 years, male, stage:iia, alive, 549 days	2007.9
TCGA-AA-3815-01A	65 years, female, stage:iia, alive, 1005 days	1999.1
TCGA-A6-6653-01A	82 years, male, white, stage:i, alive, 742 days	1996.9
TCGA-CK-6751-01A	88 years, female, white, stage:i, alive, 3780 days	1949.3
TCGA-CK-5913-01A	58 years, female, white, stage:iia, alive, 1561 days	1944.4
TCGA-AA-3510-01A	70 years, male, stage:ii, alive, 1946 days	1943.7
TCGA-D5-6539-01A	45 years, female, white, alive, 380 days	1939.1
TCGA-D5-6931-01A	77 years, male, white, stage:iiic, alive, 365 days	1932.8
TCGA-AA-A01S-01A	47 years, female, stage:iii, alive, 31 days	1915.9
TCGA-AA-3516-01A	74 years, female, stage:iii, dead, 396 days	1908.1
TCGA-AA-3518-01A	81 years, female, stage:iia, alive, 31 days	1904.4
TCGA-A6-2676-01A	75 years, female, white, stage:iib, dead, 1305 days	1902.9
TCGA-AZ-6608-01A	55 years, female, white, stage:iiia, dead, 59 days	1893.7
TCGA-AA-3710-01A	80 years, female, stage:iia, alive, 821 days	1888.0
TCGA-AA-A01V-01A	59 years, male, stage:i, alive, 31 days	1875.8
TCGA-AA-3818-01A	78 years, female, stage:iia, dead, 30 days	1873.0
TCGA-AA-A01T-01A	63 years, female, stage:iii, alive, 1005 days	1853.2
TCGA-AA-3841-01A	66 years, male, stage:iia, alive, 1124 days	1838.9
TCGA-CM-4744-01A	69 years, male, white, stage:i, alive, 609 days	1834.2
TCGA-AA-3531-01A	75 years, female, stage:iia, alive, 1035 days	1819.9
TCGA-AM-5821-01A	68 years, female, white, stage:iia, alive, 28 days	1812.9
TCGA-A6-5661-01A	80 years, female, black or african american, stage:iia, alive, 1020 days	1796.9
TCGA-AA-3492-01A	90 years, female, stage:ii, dead, 92 days	1793.6
TCGA-D5-6927-01A	34 years, male, white, stage:iia, alive, 287 days	1781.5
TCGA-CM-4743-01A	69 years, male, white, stage:iia, alive, 701 days	1743.3
TCGA-AA-3870-01A	71 years, female, stage:iv, alive, 912 days	1721.5
TCGA-AZ-4308-01A	47 years, female, white, stage:iiib, alive, 3324 days	1711.7
TCGA-DM-A280-01A	70 years, female, white, stage:iia, dead, 236 days	1698.7
TCGA-AA-3675-01A	84 years, male, stage:ii, alive, 1431 days	1688.3
TCGA-DM-A0XD-01A	65 years, male, white, stage:iia, dead, 743 days	1684.1
TCGA-A6-5664-01A	80 years, male, black or african american, stage:iiic, alive, 672 days	1677.2
TCGA-CA-5255-01A	45 years, male, asian, stage:iia, alive, 376 days	1676.2
TCGA-AY-6386-01A	66 years, female, black or african american, stage:iiib, alive, 542 days	1675.8
TCGA-CM-5349-01A	68 years, female, white, stage:iia, alive, 915 days	1672.2
TCGA-DM-A0X9-01A	71 years, female, white, stage:iia, alive, 3641 days	1660.1
TCGA-AA-A02Y-01A	73 years, male, stage:i, alive, 1216 days	1655.1
TCGA-AD-6890-01A	65 years, male, white, alive, 746 days	1649.2
TCGA-A6-2682-01A	70 years, male, white, stage:iv, dead, 424 days	1642.8
TCGA-AA-A01Z-01A	68 years, male, stage:ii, alive, 1126 days	1640.6
TCGA-D5-6930-01A	67 years, male, white, stage:iia, alive, 406 days	1628.2
TCGA-AY-6197-01A	60 years, male, white, stage:iia, alive, 652 days	1621.8
TCGA-AZ-6598-01A	77 years, female, white, stage:ii, dead, 1503 days	1619.9
TCGA-G4-6304-01A	66 years, female, white, stage:iib, alive, 1631 days	1615.8
TCGA-AA-3833-01A	63 years, female, stage:iia, alive, 485 days	1615.4
TCGA-AA-3667-01A	36 years, female, stage:i, alive, 426 days	1614.6
TCGA-AA-3989-01A	84 years, male, stage:iv, dead, 242 days	1612.9
TCGA-CM-6678-01A	63 years, female, white, stage:iva, alive, 335 days	1588.0
TCGA-CK-4950-01A	68 years, female, black or african american, stage:iiib, alive, 2599 days	1584.6
TCGA-AA-3555-01A	81 years, female, stage:iia, alive, 911 days	1582.7
TCGA-AZ-4684-01A	50 years, male, white, stage:iva, alive, 1977 days	1579.4
TCGA-AA-3811-01A	84 years, female, stage:iii, dead, 306 days	1572.6
TCGA-G4-6588-01A	58 years, female, white, stage:iia, alive, 796 days	1572.4
TCGA-AA-A010-01A	46 years, female, stage:iib, alive, 1064 days	1570.4
TCGA-D5-6537-01A	64 years, male, white, stage:iiib, dead, 146 days	1566.3
TCGA-AA-3685-01A	69 years, male, stage:ii, alive, 1127 days	1554.5
TCGA-CM-5861-01A	63 years, female, white, stage:iia, alive, 457 days	1553.3
TCGA-AA-3525-01A	90 years, male, stage:iiib, alive, 245 days	1549.4
TCGA-G4-6298-01A	90 years, male, black or african american, stage:iiib, dead, 715 days	1536.6
TCGA-A6-5665-01A	84 years, female, white, stage:iia, alive, 671 days	1536.3
TCGA-AA-3488-01A	58 years, male, stage:iv, dead, 153 days	1535.5
TCGA-QG-A5YV-01A	64 years, female, black or african american, stage:iiic, alive, 1301 days	1530.9
TCGA-CK-5916-01A	71 years, female, white, stage:i, dead, 643 days	1530.0
TCGA-CM-4746-01A	61 years, male, black or african american, stage:i, alive, 1126 days	1519.8
TCGA-G4-6322-01A	65 years, male, white, stage:iiib, alive, 792 days	1511.7
TCGA-AA-3864-01A	71 years, male, stage:ii, alive, 1612 days	1510.2
TCGA-AU-6004-01A	69 years, female, white, stage:i, alive, 824 days	1507.7
TCGA-A6-4105-01A	79 years, male, white, stage:iia, dead, 442 days	1506.8
TCGA-CK-6747-01A	87 years, female, white, stage:iia, alive, 2523 days	1503.0
TCGA-DM-A28A-01A	78 years, male, white, stage:iiic, dead, 805 days	1495.9
TCGA-AA-3949-01A	87 years, female, stage:iiib, alive, 791 days	1492.0
TCGA-CM-6171-01A	77 years, female, white, stage:i, alive, 427 days	1487.2
TCGA-CM-4750-01A	34 years, female, white, stage:iiia, alive, 244 days	1486.9
TCGA-D5-6540-01A	66 years, male, white, stage:i, alive, 491 days	1483.7
TCGA-AA-3860-01A	53 years, female, stage:iiib, alive, 945 days	1471.4
TCGA-AA-3554-01A	62 years, female, stage:iia, alive, 546 days	1462.8
TCGA-AZ-6600-01A	64 years, male, black or african american, stage:iv, dead, 368 days	1462.0
TCGA-AD-6548-01A	81 years, female, white, stage:i, alive, 650 days	1458.7
TCGA-AA-3939-01A	83 years, male, stage:iia, alive, 395 days	1446.6
TCGA-AA-A02J-01A	70 years, female, stage:iv, dead, 153 days	1443.4
TCGA-D5-7000-01A	79 years, female, white, stage:i, alive, 312 days	1437.1
TCGA-CA-6717-01A	57 years, male, asian, stage:iia, alive, 388 days	1428.2
TCGA-5M-AAT4-01A	74 years, male, black or african american, stage:iv, dead, 49 days	1426.5
TCGA-CM-6166-01A	48 years, female, white, stage:i, alive, 669 days	1426.2
TCGA-F4-6856-01A	45 years, male, white, stage:i, alive, 1074 days	1424.3
TCGA-AA-A02F-01A	68 years, female, stage:iv, alive, 1216 days	1420.8
TCGA-AA-A00R-01A	64 years, female, stage:i, alive, 30 days	1409.8
TCGA-DM-A1DA-01A	71 years, female, white, stage:iiic, dead, 228 days	1407.0
TCGA-AA-3844-01A	78 years, female, stage:iiic, alive, 454 days	1404.9
TCGA-AA-3519-01A	63 years, male, stage:iii, alive, 276 days	1403.4
TCGA-AA-A03F-01A	90 years, female, stage:iii, dead, 549 days	1400.6
TCGA-AA-3561-01A	72 years, male, stage:iia, alive, 424 days	1400.3
TCGA-F4-6703-01A	64 years, male, white, stage:iia, alive, 1456 days	1399.4
TCGA-AA-A00A-01A	80 years, male, stage:iia, alive, 1157 days	1392.3
TCGA-G4-6309-01A	40 years, female, black or african american, stage:iiib, alive, 2600 days	1391.8
TCGA-NH-A50T-01A	68 years, female, black or african american, stage:iia, alive, 553 days	1391.3
TCGA-AA-3502-01A	73 years, male, stage:i, alive, 1065 days	1386.6
TCGA-DM-A28K-01A	75 years, male, white, stage:iia, alive, 2988 days	1373.1
TCGA-5M-AAT6-01A	40 years, female, black or african american, stage:iv, dead, 290 days	1370.5
TCGA-AA-3831-01A	66 years, male, stage:iia, alive, 547 days	1367.1
TCGA-AA-3543-01A	84 years, male, stage:i, alive, 30 days	1362.1
TCGA-CA-6716-01A	65 years, male, asian, stage:iia, alive, 371 days	1359.3
TCGA-AA-3542-01A	69 years, male, stage:iiic, alive, 395 days	1355.0
TCGA-AA-A00J-01A	80 years, male, stage:iiib, alive, 549 days	1352.0
TCGA-AZ-4614-01A	71 years, female, white, stage:iva, dead, 172 days	1342.9
TCGA-A6-A56B-01A	57 years, male, black or african american, stage:iiib, dead, 1711 days	1337.5
TCGA-CM-6674-01A	39 years, male, white, stage:iia, alive, 394 days	1331.5
TCGA-AA-A01G-01A	63 years, male, stage:iia, alive, 365 days	1329.9
TCGA-A6-3808-01A	73 years, male, white, stage:iia, alive, 1014 days	1329.7
TCGA-AA-3549-01A	69 years, male, stage:i, alive, 639 days	1329.1
TCGA-DM-A288-01A	68 years, male, white, stage:iiic, dead, 427 days	1327.4
TCGA-A6-2679-01A	73 years, female, white, stage:iib, alive, 1366 days	1326.6
TCGA-AA-3494-01A	55 years, male, stage:iv, alive, 31 days	1322.4
TCGA-AZ-5407-01A	51 years, female, white, stage:i, alive, 2683 days	1319.4
TCGA-AZ-4615-01A	84 years, male, white, stage:iiib, alive, 1002 days	1317.8
TCGA-D5-5538-01A	60 years, female, white, stage:iiib, dead, 1661 days	1312.9
TCGA-A6-2686-01A	81 years, female, white, stage:iia, dead, 1126 days	1310.6
TCGA-AY-A69D-01A	55 years, female, black or african american, stage:iia, alive, 543 days	1309.6
TCGA-AA-A03J-01A	65 years, female, stage:i, alive, 1246 days	1309.4
TCGA-AA-3861-01A	72 years, male, stage:iia, alive, 914 days	1299.2
TCGA-AY-5543-01A	65 years, female, black or african american, stage:iva, alive, 1004 days	1298.7
TCGA-AA-3877-01A	83 years, female, stage:i, alive, 943 days	1298.3
TCGA-AD-6963-01A	58 years, male, white, alive, 834 days	1293.9
TCGA-AA-A00U-01A	50 years, male, stage:iiib, alive, 518 days	1288.3
TCGA-F4-6461-01A	41 years, female, white, stage:iiic, dead, 338 days	1285.1
TCGA-DM-A1DB-01A	68 years, male, white, stage:iia, dead, 1348 days	1282.4
TCGA-AA-3520-01A	86 years, female, stage:ii, alive, 731 days	1271.0
TCGA-A6-2680-01A	72 years, female, black or african american, stage:ii, alive, 1068 days	1269.7
TCGA-CA-5797-01A	56 years, male, asian, stage:iia, alive, 383 days	1264.8
TCGA-A6-4107-01A	57 years, female, white, stage:iiib, alive, 987 days	1262.8
TCGA-AA-3966-01A	89 years, female, stage:iia, alive, 61 days	1259.4
TCGA-AA-3522-01A	67 years, male, stage:iia, alive, 1127 days	1258.1
TCGA-AA-3994-01A	69 years, male, stage:iiib, alive, 822 days	1257.0
TCGA-AA-3532-01A	63 years, male, stage:iia, alive, 882 days	1254.6
TCGA-CK-4948-01B	45 years, female, white, stage:iii, alive, 4502 days	1249.9
TCGA-CM-6675-01A	35 years, male, black or african american, stage:ivb, alive, 397 days	1239.9
TCGA-G4-6320-01A	73 years, male, white, stage:iii, alive, 804 days	1239.4
TCGA-A6-5666-01A	78 years, male, white, stage:iic, alive, 995 days	1236.7
TCGA-D5-6920-01A	77 years, female, white, stage:iia, alive, 377 days	1235.8
TCGA-AA-3977-01A	65 years, male, alive, 761 days	1233.6
TCGA-D5-5540-01A	73 years, male, white, stage:iia, alive, 1706 days	1233.4
TCGA-AA-3842-01A	51 years, male, stage:iiia, alive, 1126 days	1226.3
TCGA-DM-A28C-01A	74 years, male, white, stage:iia, dead, 2475 days	1220.9
TCGA-AD-6888-01A	73 years, male, white, stage:iiib, dead, 472 days	1214.3
TCGA-G4-6307-01A	37 years, female, white, stage:iiib, alive, 1674 days	1211.4
TCGA-DM-A1D6-01A	88 years, male, white, stage:iia, dead, 1518 days	1210.9
TCGA-AA-A00E-01A	65 years, male, stage:iia, alive, 913 days	1210.5
TCGA-G4-6628-01A	78 years, male, white, stage:i, alive, 2424 days	1208.8
TCGA-AZ-4682-01B	61 years, male, white, stage:iva, dead, 680 days	1206.5
TCGA-AA-3548-01A	71 years, female, stage:iiic, alive, 1034 days	1198.1
TCGA-D5-5537-01A	83 years, male, white, dead, 1381 days	1192.9
TCGA-CA-5254-01A	42 years, female, asian, stage:iia, alive, 386 days	1192.1
TCGA-G4-6306-01A	71 years, male, white, alive, 1359 days	1185.7
TCGA-DM-A0XF-01A	68 years, female, white, stage:iiic, dead, 1162 days	1183.9
TCGA-A6-6138-01A	61 years, male, white, stage:i, alive, 685 days	1180.6
TCGA-DM-A28H-01A	50 years, male, white, stage:iiic, alive, 3561 days	1180.3
TCGA-AD-6895-01A	84 years, male, white, stage:iiib, alive, 763 days	1176.2
TCGA-AA-A01C-01A	75 years, male, stage:iiia, alive, 457 days	1175.5
TCGA-G4-6314-01A	76 years, female, white, stage:iv, alive, 1093 days	1169.6
TCGA-AA-3837-01A	67 years, male, stage:iia, alive, 1186 days	1163.3
TCGA-AA-A00W-01A	80 years, male, stage:i, alive, 456 days	1159.5
TCGA-CM-5860-01A	44 years, male, white, stage:iia, alive, 974 days	1158.8
TCGA-CM-6680-01A	78 years, female, white, stage:iiib, alive, 366 days	1157.8
TCGA-AA-3979-01A	84 years, male, stage:iia, alive, 730 days	1155.4
TCGA-AA-3851-01A	74 years, male, stage:iia, alive, 1006 days	1148.9
TCGA-AA-A01Q-01A	48 years, female, stage:ii, alive, 31 days	1146.4
TCGA-AA-A01X-01A	80 years, female, stage:iii, alive, 791 days	1146.3
TCGA-AA-3534-01A	78 years, female, stage:iia, alive, 882 days	1144.5
TCGA-AA-3655-01A	68 years, male, stage:ii, alive, 1856 days	1143.3
TCGA-A6-2671-01A	85 years, male, white, stage:iv, dead, 1331 days	1141.5
TCGA-CM-6677-01A	75 years, female, white, stage:iia, alive, 337 days	1139.3
TCGA-CM-5864-01A	60 years, male, white, stage:i, alive, 457 days	1136.4
TCGA-AA-3854-01A	71 years, female, stage:i, alive, 1096 days	1135.5
TCGA-DM-A1HA-01A	82 years, male, white, stage:iiic, alive, 4000 days	1133.9
TCGA-QG-A5YW-01A	55 years, female, black or african american, stage:iiic, alive, 896 days	1129.7
TCGA-AZ-6606-01A	81 years, male, white, stage:iv, dead, 357 days	1129.2
TCGA-4T-AA8H-01A	42 years, female, black or african american, stage:iia, alive, 385 days	1127.7
TCGA-G4-6295-01A	70 years, female, white, stage:ii, alive, 254 days	1125.6
TCGA-AA-3526-01A	57 years, male, stage:i, alive, 580 days	1124.9
TCGA-AA-3692-01A	47 years, female, stage:iv, dead, 1095 days	1120.8
TCGA-F4-6459-01A	61 years, female, white, stage:iiib, dead, 262 days	1118.6
TCGA-D5-6530-01A	53 years, male, white, stage:i, alive, 621 days	1114.6
TCGA-A6-6141-01A	31 years, male, black or african american, stage:iia, alive, 255 days	1113.7
TCGA-CA-6715-01A	63 years, male, asian, stage:iiib, alive, 383 days	1108.9
TCGA-AA-A00N-01A	75 years, male, stage:iib, dead, 122 days	1103.3
TCGA-AD-6964-01A	58 years, male, white, dead, 331 days	1100.2
TCGA-AA-A024-01A	81 years, male, stage:ii, dead, 1188 days	1099.5
TCGA-CK-4951-01A	79 years, female, white, stage:iia, dead, 2134 days	1090.0
TCGA-AA-3696-01A	75 years, female, stage:iv, dead, 153 days	1084.7
TCGA-3L-AA1B-01A	61 years, female, black or african american, stage:i, alive, 475 days	1082.1
TCGA-AA-3697-01A	77 years, male, stage:ii, alive, 2587 days	1081.0
TCGA-AA-3930-01A	66 years, male, stage:iv, dead, 61 days	1078.8
TCGA-AA-3678-01A	60 years, female, stage:iii, alive, 1430 days	1078.2
TCGA-AA-3869-01A	76 years, male, stage:iv, dead, 822 days	1073.5
TCGA-AA-3858-01A	67 years, male, stage:i, alive, 945 days	1073.2
TCGA-F4-6809-01A	52 years, female, white, stage:iva, dead, 403 days	1069.7
TCGA-D5-6536-01A	73 years, male, white, stage:iia, alive, 543 days	1069.5
TCGA-AA-3819-01A	41 years, female, stage:iia, alive, 761 days	1068.6
TCGA-AA-3544-01A	68 years, male, stage:i, alive, 426 days	1068.5
TCGA-CK-5914-01A	81 years, male, white, stage:iiib, alive, 669 days	1068.2
TCGA-CA-6718-01A	46 years, male, asian, stage:iia, dead, 306 days	1065.9
TCGA-AA-A00F-01A	66 years, male, stage:iiic, alive, 1035 days	1063.3
TCGA-D5-6932-01A	69 years, male, white, stage:iia, alive, 346 days	1062.9
TCGA-CM-6172-01A	70 years, female, white, stage:iiib, alive, 335 days	1060.8
TCGA-CM-5863-01A	60 years, female, white, stage:iiib, alive, 457 days	1060.2
TCGA-CM-5344-01A	39 years, female, white, stage:iiib, alive, 670 days	1059.2
TCGA-A6-2681-01A	73 years, female, white, stage:iia, alive, 1387 days	1051.9
TCGA-DM-A1D4-01A	80 years, male, white, stage:iia, dead, 2821 days	1050.2
TCGA-DM-A1D9-01A	67 years, female, white, stage:iia, alive, 4270 days	1049.1
TCGA-G4-6323-01A	50 years, male, black or african american, stage:ia, alive, 419 days	1048.8
TCGA-AA-3955-01A	38 years, male, stage:iiib, alive, 638 days	1046.9
TCGA-AA-3495-01A	79 years, male, stage:i, alive, 1127 days	1029.8
TCGA-NH-A6GB-01A	71 years, female, black or african american, stage:iiic, alive, 476 days	1022.9
TCGA-A6-A566-01A	55 years, female, black or african american, stage:iiib, dead, 758 days	1022.7
TCGA-AY-A71X-01A	54 years, female, black or african american, stage:i, alive, 588 days	1022.1
TCGA-T9-A92H-01A	82 years, male, black or african american, stage:iia, alive, 362 days	1019.9
TCGA-AA-3855-01A	72 years, male, stage:i, alive, 975 days	1018.8
TCGA-D5-5539-01A	60 years, male, white, stage:iiia, alive, 596 days	1008.9
TCGA-F4-6854-01A	77 years, female, white, stage:iia, alive, 16 days	1000.3
TCGA-QG-A5Z1-01A	71 years, male, black or african american, stage:iiib, dead, 256 days	998.9
TCGA-AD-A5EK-01A	51 years, male, black or african american, stage:i, alive, 500 days	997.8
TCGA-AA-3664-01A	74 years, female, stage:ii, alive, 1643 days	994.6
TCGA-AA-A00Q-01A	66 years, female, stage:iiib, alive, 1278 days	993.4
TCGA-A6-2685-01A	48 years, female, black or african american, stage:iia, alive, 1133 days	991.2
TCGA-G4-6293-01A	49 years, female, white, stage:iii, alive, 4051 days	990.9
TCGA-NH-A5IV-01A	90 years, female, black or african american, stage:iia, alive, 588 days	988.4
TCGA-AZ-6607-01A	69 years, male, white, stage:iv, dead, 97 days	985.9
TCGA-QL-A97D-01A	84 years, female, black or african american, stage:i, alive, 666 days	985.1
TCGA-QG-A5Z2-01A	61 years, male, black or african american, stage:i, alive, 952 days	984.3
TCGA-DM-A28E-01A	72 years, female, white, stage:iia, alive, 3648 days	983.4
TCGA-DM-A282-01A	61 years, female, white, stage:iia, alive, 4233 days	977.2
TCGA-AA-3556-01A	78 years, male, stage:i, alive, 700 days	976.2
TCGA-CM-4751-01A	62 years, male, white, stage:iiib, alive, 822 days	975.2
TCGA-AA-3660-01A	51 years, female, stage:ii, alive, 2375 days	968.7
TCGA-A6-2678-01A	43 years, female, white, stage:iiib, alive, 1286 days	966.9
TCGA-AA-A01I-01A	76 years, male, stage:i, alive, 943 days	965.3
TCGA-G4-6626-01A	90 years, male, white, stage:iia, dead, 1422 days	961.4
TCGA-AA-3986-01A	73 years, male, stage:i, alive, 580 days	959.4
TCGA-CA-6719-01A	77 years, male, asian, stage:iia, alive, 435 days	957.6
TCGA-AM-5820-01A	60 years, female, white, stage:iva, alive, 14 days	953.8
TCGA-AA-3517-01A	60 years, male, stage:iia, alive, 1186 days	947.8
TCGA-D5-6538-01A	79 years, female, white, stage:iiib, alive, 521 days	946.9
TCGA-AA-3713-01A	68 years, male, stage:iv, alive, 579 days	939.6
TCGA-AA-3662-01A	80 years, female, stage:iv, alive, 184 days	938.6
TCGA-AA-3489-01A	75 years, male, stage:ii, dead, 214 days	937.8
TCGA-CA-5256-01A	54 years, female, asian, stage:iia, alive, 379 days	936.8
TCGA-AU-3779-01A	80 years, female, white, stage:iia, alive, 441 days	936.5
TCGA-AA-3679-01A	59 years, male, stage:iv, alive, 457 days	936.0
TCGA-F4-6569-01A	60 years, male, white, stage:i, alive, 1087 days	934.4
TCGA-F4-6808-01A	54 years, female, white, stage:i, alive, 1024 days	931.9
TCGA-F4-6855-01A	70 years, female, white, stage:iia, alive, 1442 days	929.3
TCGA-D5-6924-01A	68 years, male, white, stage:iia, alive, 435 days	928.9
TCGA-CM-6168-01A	84 years, female, black or african american, stage:iia, alive, 395 days	925.6
TCGA-NH-A50V-01A	69 years, male, black or african american, stage:iiib, alive, 588 days	923.3
TCGA-A6-5657-01A	65 years, male, black or african american, stage:iiib, alive, 962 days	923.2
TCGA-AA-A004-01A	76 years, male, stage:iia, alive, 424 days	919.5
TCGA-AA-3856-01A	59 years, male, stage:iia, alive, 30 days	917.9
TCGA-AA-3941-01A	84 years, female, stage:iva, alive, 730 days	914.9
TCGA-A6-6654-01A	65 years, female, white, stage:iiib, alive, 726 days	914.1
TCGA-AA-3976-01A	70 years, male, stage:iiia, alive, 791 days	908.9
TCGA-D5-6923-01A	57 years, male, white, stage:i, alive, 378 days	908.2
TCGA-AA-A00L-01A	66 years, male, stage:iia, alive, 1157 days	907.9
TCGA-A6-6650-01A	69 years, female, black or african american, stage:iia, alive, 627 days	906.1
TCGA-AA-3862-01A	82 years, male, stage:iia, alive, 914 days	906.0
TCGA-F4-6463-01A	51 years, male, white, stage:iia, alive, 1087 days	901.4
TCGA-AA-3496-01A	83 years, female, stage:ii, alive, 31 days	900.4
TCGA-A6-2674-01A	72 years, male, white, stage:iv, alive, 1331 days	893.5
TCGA-CM-6162-01A	48 years, female, white, stage:iiib, alive, 365 days	892.9
TCGA-CM-5341-01A	82 years, female, white, stage:iiia, alive, 884 days	891.5
TCGA-AD-6899-01A	84 years, male, white, stage:iiic, dead, 176 days	889.0
TCGA-AA-A01P-01A	80 years, female, stage:iii, dead, 1158 days	884.8
TCGA-CM-6165-01A	74 years, male, white, stage:iia, alive, 488 days	884.3
TCGA-AA-3866-01A	78 years, female, stage:i, alive, 518 days	884.1
TCGA-AD-6965-01A	62 years, male, white, stage:iiic, alive, 805 days	882.8
TCGA-AA-3821-01A	81 years, female, stage:i, alive, 31 days	882.1
TCGA-F4-6704-01A	60 years, male, american indian or alaska native, stage:iiic, alive, 47 days	882.0
TCGA-D5-6541-01A	49 years, male, white, stage:iia, alive, 474 days	880.8
TCGA-D5-5541-01A	63 years, male, white, stage:iiib, alive, 1701 days	879.4
TCGA-CK-6748-01A	45 years, female, white, stage:iv, alive, 61 days	879.0
TCGA-D5-6532-01A	61 years, male, white, stage:iia, alive, 555 days	878.5
TCGA-NH-A8F8-01A	79 years, male, black or african american, stage:iv, dead, 511 days	875.9
TCGA-DM-A1D0-01A	79 years, female, white, stage:iia, alive, 3974 days	875.3
TCGA-AA-3511-01A	64 years, male, stage:ii, alive, 212 days	874.1
TCGA-F4-6806-01A	59 years, female, white, stage:i, alive, 1260 days	873.6
TCGA-CK-4947-01B	46 years, female, white, stage:iiib, alive, 534 days	871.5
TCGA-CA-5796-01A	53 years, female, asian, stage:iia, alive, 377 days	871.1
TCGA-G4-6315-01A	66 years, male, white, stage:iv, alive, 1883 days	870.9
TCGA-AA-3553-01A	61 years, female, stage:i, alive, 730 days	869.3
TCGA-AA-3875-01A	78 years, female, stage:i, alive, 549 days	864.9
TCGA-G4-6311-01A	80 years, male, white, stage:iii, alive, 1199 days	863.3
TCGA-A6-2672-01B	82 years, female, white, stage:iiib, alive, 1419 days	855.7
TCGA-QG-A5YX-01A	61 years, female, black or african american, stage:iia, alive, 1003 days	853.4
TCGA-AA-A01D-01A	47 years, female, stage:iiic, dead, 334 days	852.5
TCGA-AA-3680-01A	67 years, female, stage:iv, dead, 335 days	852.1
TCGA-AA-A01K-01A	74 years, female, stage:iiic, alive, 943 days	850.8
TCGA-AY-A54L-01A	74 years, female, black or african american, stage:i, alive, 525 days	849.0
TCGA-AA-3673-01A	53 years, female, stage:ii, alive, 1522 days	848.0
TCGA-AA-A02K-01A	50 years, male, stage:iv, dead, 426 days	847.5
TCGA-AA-3982-01A	75 years, male, stage:iiib, alive, 822 days	844.3
TCGA-DM-A28G-01A	75 years, male, white, stage:iia, dead, 1849 days	843.9
TCGA-CM-6676-01A	82 years, male, white, stage:i, alive, 337 days	843.1
TCGA-CM-5868-01A	59 years, female, white, stage:iva, alive, 518 days	841.9
TCGA-A6-5667-01A	40 years, female, white, stage:iiib, alive, 887 days	837.1
TCGA-4N-A93T-01A	67 years, male, black or african american, stage:iiib, alive, 146 days	829.9
TCGA-A6-6649-01A	66 years, male, white, stage:iiib, alive, 735 days	829.6
TCGA-AA-3972-01A	72 years, male, stage:iv, alive, 1551 days	823.6
TCGA-DM-A28F-01A	73 years, male, white, stage:iiib, dead, 1094 days	823.1
TCGA-D5-6929-01A	49 years, female, white, stage:iv, alive, 408 days	817.8
TCGA-AD-6901-01A	78 years, male, white, dead, 682 days	816.6
TCGA-AA-A00Z-01A	70 years, male, stage:iia, alive, 669 days	814.7
TCGA-AZ-5403-01A	43 years, male, white, stage:ii, dead, 1910 days	814.5
TCGA-RU-A8FL-01A	51 years, male, black or african american, stage:iiib, alive, 1177 days	814.4
TCGA-G4-6299-01A	69 years, male, white, stage:iiic, alive, 2268 days	813.1
TCGA-F4-6460-01A	51 years, female, white, stage:iiib, dead, 972 days	802.4
TCGA-AA-3509-01A	54 years, female, stage:ii, alive, 1915 days	801.5
TCGA-D5-6533-01A	68 years, female, white, alive, 775 days	800.2
TCGA-G4-6297-01A	55 years, female, white, stage:iv, alive, 2506 days	799.8
TCGA-AA-3971-01A	58 years, male, stage:iii, alive, 489 days	798.8
TCGA-NH-A50U-01A	42 years, male, black or african american, stage:iva, dead, 334 days	798.1
TCGA-A6-6140-01A	62 years, male, white, stage:iia, alive, 734 days	798.1
TCGA-AA-3666-01A	68 years, male, stage:iii, dead, 61 days	796.3
TCGA-G4-6317-01A	51 years, female, white, stage:iiic, alive, 1095 days	794.2
TCGA-NH-A6GA-01A	58 years, male, black or african american, stage:iiic, dead, 302 days	793.3
TCGA-AA-3562-01A	82 years, male, stage:iiic, alive, 608 days	792.2
TCGA-A6-5662-01A	46 years, male, white, stage:iva, alive, 718 days	787.1
TCGA-F4-6570-01A	78 years, female, white, stage:iia, dead, 188 days	786.0
TCGA-DM-A1D8-01A	50 years, female, white, dead, 383 days	782.9
TCGA-AA-A02E-01A	82 years, female, stage:iv, dead, 90 days	780.8
TCGA-AY-4071-01A	63 years, female, white, stage:i, dead, 29 days	779.1
TCGA-AA-3975-01A	80 years, male, stage:i, alive, 1036 days	779.0
TCGA-A6-6137-01A	55 years, male, white, stage:iiib, alive, 824 days	777.1
TCGA-AA-3552-01A	85 years, male, stage:iiic, dead, 396 days	775.2
TCGA-G4-6302-01A	90 years, female, white, stage:iia, dead, 2047 days	774.8
TCGA-G4-6627-01A	84 years, male, white, stage:iia, alive, 2275 days	773.9
TCGA-DM-A285-01A	71 years, female, white, stage:iv, dead, 179 days	761.2
TCGA-A6-6782-01A	82 years, male, white, stage:iib, alive, 617 days	754.5
TCGA-AZ-6599-01A	72 years, male, white, stage:i, dead, 206 days	753.2
TCGA-5M-AATE-01A	76 years, male, black or african american, stage:iia, alive, 1200 days	747.8
TCGA-AY-A8YK-01A	44 years, male, black or african american, stage:iva, alive, 573 days	744.6
TCGA-D5-6922-01A	76 years, male, white, stage:iiia, alive, 308 days	741.8
TCGA-G4-6303-01A	54 years, female, white, stage:iv, dead, 2003 days	737.2
TCGA-F4-6807-01A	51 years, female, white, stage:iiic, alive, 1309 days	736.9
TCGA-AZ-6601-01A	68 years, male, white, stage:ii, dead, 3042 days	736.3
TCGA-A6-6651-01A	55 years, female, white, stage:iiib, alive, 662 days	734.6
TCGA-AA-3530-01A	80 years, male, stage:i, alive, 580 days	733.5
TCGA-AZ-6605-01A	78 years, male, white, stage:iiib, dead, 159 days	727.6
TCGA-AA-3980-01A	89 years, female, stage:i, alive, 822 days	721.1
TCGA-AA-A01F-01A	72 years, male, stage:iiib, alive, 974 days	715.5
TCGA-CM-4752-01A	58 years, male, black or african american, stage:iia, alive, 396 days	714.2
TCGA-CM-4748-01A	53 years, male, white, stage:iiib, alive, 792 days	709.5
TCGA-D5-6926-01A	65 years, male, white, stage:iiib, alive, 275 days	705.9
TCGA-AZ-4323-01A	37 years, male, white, stage:iv, dead, 43 days	705.8
TCGA-A6-A565-01A	34 years, female, black or african american, stage:iiic, dead, 494 days	705.2
TCGA-AA-3968-01A	55 years, female, stage:i, alive, 669 days	697.5
TCGA-A6-2675-01A	78 years, male, white, stage:iia, alive, 1321 days	687.3
TCGA-AA-3947-01A	60 years, female, stage:iib, alive, 1004 days	683.5
TCGA-A6-6648-01A	56 years, male, white, stage:iva, alive, 766 days	679.8
TCGA-CM-6161-01A	36 years, female, white, stage:i, alive, 457 days	677.8
TCGA-D5-6535-01A	80 years, female, white, stage:iiib, alive, 460 days	674.1
TCGA-CM-6169-01A	67 years, male, black or african american, stage:iia, alive, 396 days	673.4
TCGA-D5-6928-01A	80 years, male, white, stage:iia, alive, 354 days	672.6
TCGA-A6-6142-01A	56 years, female, white, stage:iva, alive, 763 days	670.0
TCGA-AA-3956-01A	65 years, male, stage:iia, alive, 1035 days	669.7
TCGA-CM-6164-01A	46 years, female, white, stage:iia, alive, 883 days	666.8
TCGA-AA-A00O-01A	83 years, female, stage:iiic, alive, 822 days	665.8
TCGA-CM-6170-01A	73 years, female, white, stage:i, alive, 457 days	663.7
TCGA-D5-6898-01A	51 years, female, white, stage:i, alive, 229 days	658.2
TCGA-AA-3973-01A	69 years, male, stage:iv, alive, 397 days	656.7
TCGA-A6-3810-01A	63 years, male, white, stage:iia, alive, 1111 days	655.0
TCGA-WS-AB45-01A	female, black or african american, stage:iia, alive, 2130 days	643.0
TCGA-G4-6625-01A	77 years, female, white, stage:iia, alive, 2792 days	641.4
TCGA-AA-3524-01A	85 years, male, stage:ii, alive, 1096 days	638.2
TCGA-AA-A00D-01A	70 years, male, stage:i, alive, 578 days	635.9
TCGA-NH-A6GC-01A	66 years, female, black or african american, stage:ivb, alive, 389 days	635.4
TCGA-A6-A567-01A	56 years, male, black or african american, stage:iv, dead, 1881 days	630.6
TCGA-CM-6163-01A	74 years, male, white, stage:i, alive, 90 days	630.1
TCGA-AY-4070-01A	51 years, female, black or african american, stage:iiic, dead, 496 days	625.6
TCGA-AA-A02W-01A	73 years, female, stage:i, alive, 1247 days	624.1
TCGA-G4-6294-01A	76 years, male, white, stage:iv, dead, 858 days	622.2
TCGA-A6-5660-01A	73 years, male, black or african american, stage:iiic, alive, 888 days	610.3
TCGA-AZ-6603-01A	77 years, female, white, dead, 899 days	606.8
TCGA-CM-5348-01A	72 years, male, white, stage:iiib, alive, 699 days	591.8
TCGA-G4-6310-01A	69 years, male, white, stage:iiib, alive, 1935 days	590.3
TCGA-SS-A7HO-01A	44 years, female, black or african american, stage:iib, alive, 1829 days	587.4
TCGA-A6-3807-01A	53 years, female, white, stage:iiic, alive, 1054 days	578.1
TCGA-AA-3538-01A	54 years, female, stage:i, alive, 791 days	576.9
TCGA-A6-A5ZU-01A	59 years, male, black or african american, stage:iiib, alive, 293 days	574.4
TCGA-AA-3867-01A	74 years, male, stage:iv, alive, 731 days	564.2
TCGA-AA-3846-01A	74 years, female, stage:iia, alive, 518 days	554.3
TCGA-AA-A02H-01A	74 years, female, stage:iv, dead, 61 days	550.5
TCGA-AA-3952-01A	68 years, male, stage:iiic, dead, 61 days	547.6
TCGA-CM-5862-01A	80 years, male, white, stage:iva, dead, 153 days	536.9
TCGA-AA-3688-01A	80 years, male, stage:iv, alive, 578 days	525.1
TCGA-CK-5912-01A	82 years, male, white, stage:i, dead, 1493 days	520.5
TCGA-G4-6321-01A	60 years, female, white, stage:iii, alive, 672 days	514.6
TCGA-AA-A017-01A	57 years, female, stage:iia, alive, 457 days	504.6
TCGA-D5-6534-01A	62 years, female, white, stage:iia, alive, 1316 days	485.3
TCGA-AA-3970-01A	65 years, male, stage:iia, alive, 1096 days	477.2
TCGA-CM-6167-01A	57 years, female, black or african american, stage:iiic, alive, 456 days	461.9
TCGA-AY-6196-01A	47 years, male, white, stage:iiic, alive, 6 days	453.1
TCGA-A6-5659-01A	82 years, male, white, stage:i, alive, 926 days	443.0
TCGA-NH-A8F7-01A	53 years, female, black or african american, stage:iia, alive, 543 days	410.1
TCGA-A6-6652-01A	59 years, male, black or african american, stage:iva, alive, 751 days	365.8
TCGA-CM-6679-01A	58 years, male, white, stage:iia, alive, 306 days	346.4
TCGA-A6-2677-01B	68 years, female, white, stage:iiic, dead, 740 days	137.8
TCGA-A6-6781-01B	43 years, male, white, stage:iiic, alive, 598 days	125.1
TCGA-A6-2684-01C	75 years, female, white, stage:i, alive, 1127 days	111.6
TCGA-A6-5656-01B	74 years, male, white, stage:i, alive, 1001 days	64.5
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