Expression of S100A11 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: 623.62
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

700.2

Number of samples

438

Samples

Sample	Description	FPKM
TCGA-DM-A1HA-01A	82 years, male, white, stage:iiic, alive, 4000 days	3478.9
TCGA-AA-3870-01A	71 years, female, stage:iv, alive, 912 days	1912.5
TCGA-AA-3939-01A	83 years, male, stage:iia, alive, 395 days	1797.7
TCGA-AA-3994-01A	69 years, male, stage:iiib, alive, 822 days	1721.9
TCGA-CM-4743-01A	69 years, male, white, stage:iia, alive, 701 days	1663.6
TCGA-CA-5255-01A	45 years, male, asian, stage:iia, alive, 376 days	1616.6
TCGA-AA-3561-01A	72 years, male, stage:iia, alive, 424 days	1609.4
TCGA-AM-5821-01A	68 years, female, white, stage:iia, alive, 28 days	1578.8
TCGA-AZ-6606-01A	81 years, male, white, stage:iv, dead, 357 days	1569.4
TCGA-CM-4747-01A	47 years, male, white, stage:iva, alive, 761 days	1481.3
TCGA-AA-A01P-01A	80 years, female, stage:iii, dead, 1158 days	1432.3
TCGA-AA-3851-01A	74 years, male, stage:iia, alive, 1006 days	1423.8
TCGA-AZ-4616-01A	82 years, female, white, stage:iv, dead, 156 days	1377.4
TCGA-A6-2674-01A	72 years, male, white, stage:iv, alive, 1331 days	1375.0
TCGA-CA-5254-01A	42 years, female, asian, stage:iia, alive, 386 days	1340.0
TCGA-DM-A1D4-01A	80 years, male, white, stage:iia, dead, 2821 days	1318.5
TCGA-AA-3675-01A	84 years, male, stage:ii, alive, 1431 days	1312.6
TCGA-DM-A28K-01A	75 years, male, white, stage:iia, alive, 2988 days	1306.8
TCGA-CK-4951-01A	79 years, female, white, stage:iia, dead, 2134 days	1301.4
TCGA-DM-A280-01A	70 years, female, white, stage:iia, dead, 236 days	1256.5
TCGA-AA-A02F-01A	68 years, female, stage:iv, alive, 1216 days	1243.6
TCGA-F4-6703-01A	64 years, male, white, stage:iia, alive, 1456 days	1231.4
TCGA-AA-3560-01A	72 years, female, stage:iiic, alive, 608 days	1210.8
TCGA-AA-3854-01A	71 years, female, stage:i, alive, 1096 days	1200.8
TCGA-AY-5543-01A	65 years, female, black or african american, stage:iva, alive, 1004 days	1199.3
TCGA-AA-A01X-01A	80 years, female, stage:iii, alive, 791 days	1189.2
TCGA-AA-3678-01A	60 years, female, stage:iii, alive, 1430 days	1175.7
TCGA-AA-3548-01A	71 years, female, stage:iiic, alive, 1034 days	1162.2
TCGA-AA-3976-01A	70 years, male, stage:iiia, alive, 791 days	1126.2
TCGA-AZ-4684-01A	50 years, male, white, stage:iva, alive, 1977 days	1125.3
TCGA-CM-6675-01A	35 years, male, black or african american, stage:ivb, alive, 397 days	1119.5
TCGA-AA-3860-01A	53 years, female, stage:iiib, alive, 945 days	1114.9
TCGA-DM-A28F-01A	73 years, male, white, stage:iiib, dead, 1094 days	1114.7
TCGA-AA-A01F-01A	72 years, male, stage:iiib, alive, 974 days	1111.5
TCGA-AZ-4682-01B	61 years, male, white, stage:iva, dead, 680 days	1106.9
TCGA-AA-A01T-01A	63 years, female, stage:iii, alive, 1005 days	1106.6
TCGA-AA-3972-01A	72 years, male, stage:iv, alive, 1551 days	1083.3
TCGA-AA-3869-01A	76 years, male, stage:iv, dead, 822 days	1078.0
TCGA-QG-A5YV-01A	64 years, female, black or african american, stage:iiic, alive, 1301 days	1077.5
TCGA-DM-A0XF-01A	68 years, female, white, stage:iiic, dead, 1162 days	1077.4
TCGA-AA-3710-01A	80 years, female, stage:iia, alive, 821 days	1071.2
TCGA-AA-3509-01A	54 years, female, stage:ii, alive, 1915 days	1070.0
TCGA-D5-5539-01A	60 years, male, white, stage:iiia, alive, 596 days	1067.2
TCGA-CM-4744-01A	69 years, male, white, stage:i, alive, 609 days	1050.9
TCGA-DM-A0XD-01A	65 years, male, white, stage:iia, dead, 743 days	1050.0
TCGA-AA-3553-01A	61 years, female, stage:i, alive, 730 days	1046.0
TCGA-AA-3966-01A	89 years, female, stage:iia, alive, 61 days	1042.0
TCGA-CM-5341-01A	82 years, female, white, stage:iiia, alive, 884 days	1040.1
TCGA-CA-6716-01A	65 years, male, asian, stage:iia, alive, 371 days	1037.7
TCGA-A6-2679-01A	73 years, female, white, stage:iib, alive, 1366 days	1031.9
TCGA-AA-A02E-01A	82 years, female, stage:iv, dead, 90 days	1014.1
TCGA-AA-3556-01A	78 years, male, stage:i, alive, 700 days	1010.9
TCGA-CM-4746-01A	61 years, male, black or african american, stage:i, alive, 1126 days	1004.7
TCGA-CM-5861-01A	63 years, female, white, stage:iia, alive, 457 days	1002.2
TCGA-CM-4751-01A	62 years, male, white, stage:iiib, alive, 822 days	1001.2
TCGA-A6-6654-01A	65 years, female, white, stage:iiib, alive, 726 days	1001.0
TCGA-AA-3952-01A	68 years, male, stage:iiic, dead, 61 days	999.1
TCGA-DM-A282-01A	61 years, female, white, stage:iia, alive, 4233 days	989.3
TCGA-G4-6299-01A	69 years, male, white, stage:iiic, alive, 2268 days	983.3
TCGA-AA-A01R-01A	47 years, male, stage:iii, alive, 1065 days	981.5
TCGA-AD-6895-01A	84 years, male, white, stage:iiib, alive, 763 days	981.4
TCGA-AA-3930-01A	66 years, male, stage:iv, dead, 61 days	978.3
TCGA-A6-2680-01A	72 years, female, black or african american, stage:ii, alive, 1068 days	977.5
TCGA-G4-6311-01A	80 years, male, white, stage:iii, alive, 1199 days	976.9
TCGA-AA-3542-01A	69 years, male, stage:iiic, alive, 395 days	968.0
TCGA-AZ-4614-01A	71 years, female, white, stage:iva, dead, 172 days	965.3
TCGA-AA-3866-01A	78 years, female, stage:i, alive, 518 days	962.1
TCGA-A6-2682-01A	70 years, male, white, stage:iv, dead, 424 days	962.1
TCGA-DM-A1D0-01A	79 years, female, white, stage:iia, alive, 3974 days	957.2
TCGA-AZ-4313-01A	51 years, female, white, stage:i, alive, 2310 days	954.5
TCGA-CM-5868-01A	59 years, female, white, stage:iva, alive, 518 days	953.7
TCGA-AA-3502-01A	73 years, male, stage:i, alive, 1065 days	951.6
TCGA-A6-6652-01A	59 years, male, black or african american, stage:iva, alive, 751 days	950.5
TCGA-AA-3520-01A	86 years, female, stage:ii, alive, 731 days	934.1
TCGA-AA-3488-01A	58 years, male, stage:iv, dead, 153 days	925.2
TCGA-DM-A1D9-01A	67 years, female, white, stage:iia, alive, 4270 days	923.1
TCGA-AA-3522-01A	67 years, male, stage:iia, alive, 1127 days	922.3
TCGA-AA-3666-01A	68 years, male, stage:iii, dead, 61 days	918.1
TCGA-4N-A93T-01A	67 years, male, black or african american, stage:iiib, alive, 146 days	917.9
TCGA-AA-A00Q-01A	66 years, female, stage:iiib, alive, 1278 days	915.9
TCGA-AD-6963-01A	58 years, male, white, alive, 834 days	913.5
TCGA-AA-3856-01A	59 years, male, stage:iia, alive, 30 days	911.4
TCGA-A6-3807-01A	53 years, female, white, stage:iiic, alive, 1054 days	909.9
TCGA-AA-A02K-01A	50 years, male, stage:iv, dead, 426 days	905.5
TCGA-G4-6307-01A	37 years, female, white, stage:iiib, alive, 1674 days	904.5
TCGA-AA-3819-01A	41 years, female, stage:iia, alive, 761 days	903.9
TCGA-AA-A00K-01A	79 years, male, stage:iia, alive, 549 days	897.5
TCGA-CM-4752-01A	58 years, male, black or african american, stage:iia, alive, 396 days	896.7
TCGA-AZ-6608-01A	55 years, female, white, stage:iiia, dead, 59 days	894.8
TCGA-AA-3673-01A	53 years, female, stage:ii, alive, 1522 days	894.1
TCGA-D5-5537-01A	83 years, male, white, dead, 1381 days	893.9
TCGA-AA-3554-01A	62 years, female, stage:iia, alive, 546 days	890.7
TCGA-AY-A71X-01A	54 years, female, black or african american, stage:i, alive, 588 days	890.3
TCGA-AA-3516-01A	74 years, female, stage:iii, dead, 396 days	885.4
TCGA-CM-5863-01A	60 years, female, white, stage:iiib, alive, 457 days	883.3
TCGA-AA-3715-01A	77 years, male, stage:ii, dead, 579 days	881.9
TCGA-A6-3810-01A	63 years, male, white, stage:iia, alive, 1111 days	878.4
TCGA-AZ-4315-01A	61 years, male, white, stage:iia, alive, 1776 days	876.7
TCGA-AA-3973-01A	69 years, male, stage:iv, alive, 397 days	874.7
TCGA-A6-4107-01A	57 years, female, white, stage:iiib, alive, 987 days	871.8
TCGA-F4-6809-01A	52 years, female, white, stage:iva, dead, 403 days	870.7
TCGA-AA-A02O-01A	82 years, male, stage:ii, alive, 28 days	864.1
TCGA-AY-6386-01A	66 years, female, black or african american, stage:iiib, alive, 542 days	862.3
TCGA-CM-4748-01A	53 years, male, white, stage:iiib, alive, 792 days	861.2
TCGA-G4-6297-01A	55 years, female, white, stage:iv, alive, 2506 days	860.5
TCGA-AA-A024-01A	81 years, male, stage:ii, dead, 1188 days	860.3
TCGA-AA-3862-01A	82 years, male, stage:iia, alive, 914 days	855.5
TCGA-AA-3663-01A	42 years, male, stage:ii, alive, 212 days	854.9
TCGA-D5-6535-01A	80 years, female, white, stage:iiib, alive, 460 days	852.8
TCGA-AA-3543-01A	84 years, male, stage:i, alive, 30 days	852.4
TCGA-G4-6627-01A	84 years, male, white, stage:iia, alive, 2275 days	850.1
TCGA-AA-3949-01A	87 years, female, stage:iiib, alive, 791 days	849.8
TCGA-4T-AA8H-01A	42 years, female, black or african american, stage:iia, alive, 385 days	848.8
TCGA-CM-6678-01A	63 years, female, white, stage:iva, alive, 335 days	848.5
TCGA-AA-3875-01A	78 years, female, stage:i, alive, 549 days	848.3
TCGA-AZ-4615-01A	84 years, male, white, stage:iiib, alive, 1002 days	847.9
TCGA-DM-A28M-01A	63 years, male, white, stage:iia, alive, 2895 days	840.0
TCGA-AA-3681-01A	77 years, female, stage:iii, alive, 182 days	837.9
TCGA-AZ-6601-01A	68 years, male, white, stage:ii, dead, 3042 days	836.0
TCGA-AA-3511-01A	64 years, male, stage:ii, alive, 212 days	833.0
TCGA-AD-6548-01A	81 years, female, white, stage:i, alive, 650 days	831.9
TCGA-AA-3833-01A	63 years, female, stage:iia, alive, 485 days	831.5
TCGA-AA-3858-01A	67 years, male, stage:i, alive, 945 days	827.8
TCGA-AA-3818-01A	78 years, female, stage:iia, dead, 30 days	825.8
TCGA-A6-2685-01A	48 years, female, black or african american, stage:iia, alive, 1133 days	822.6
TCGA-G4-6586-01A	74 years, female, white, stage:iia, alive, 1089 days	821.1
TCGA-DM-A1HB-01A	75 years, male, white, stage:iiib, alive, 4126 days	821.0
TCGA-G4-6323-01A	50 years, male, black or african american, stage:ia, alive, 419 days	819.8
TCGA-A6-2681-01A	73 years, female, white, stage:iia, alive, 1387 days	819.4
TCGA-CM-5864-01A	60 years, male, white, stage:i, alive, 457 days	815.5
TCGA-G4-6298-01A	90 years, male, black or african american, stage:iiib, dead, 715 days	814.1
TCGA-AA-A00U-01A	50 years, male, stage:iiib, alive, 518 days	813.2
TCGA-AD-6901-01A	78 years, male, white, dead, 682 days	806.4
TCGA-AZ-6598-01A	77 years, female, white, stage:ii, dead, 1503 days	805.7
TCGA-AA-3544-01A	68 years, male, stage:i, alive, 426 days	805.5
TCGA-CA-5796-01A	53 years, female, asian, stage:iia, alive, 377 days	804.8
TCGA-AA-A03F-01A	90 years, female, stage:iii, dead, 549 days	803.4
TCGA-AA-3526-01A	57 years, male, stage:i, alive, 580 days	803.4
TCGA-AA-A02Y-01A	73 years, male, stage:i, alive, 1216 days	801.1
TCGA-AA-A00W-01A	80 years, male, stage:i, alive, 456 days	799.1
TCGA-D5-5538-01A	60 years, female, white, stage:iiib, dead, 1661 days	796.6
TCGA-AZ-5407-01A	51 years, female, white, stage:i, alive, 2683 days	793.4
TCGA-AA-3532-01A	63 years, male, stage:iia, alive, 882 days	792.6
TCGA-G4-6321-01A	60 years, female, white, stage:iii, alive, 672 days	791.1
TCGA-A6-5665-01A	84 years, female, white, stage:iia, alive, 671 days	789.9
TCGA-RU-A8FL-01A	51 years, male, black or african american, stage:iiib, alive, 1177 days	787.8
TCGA-AA-3989-01A	84 years, male, stage:iv, dead, 242 days	787.1
TCGA-AA-3941-01A	84 years, female, stage:iva, alive, 730 days	775.0
TCGA-CM-4750-01A	34 years, female, white, stage:iiia, alive, 244 days	774.4
TCGA-AY-4071-01A	63 years, female, white, stage:i, dead, 29 days	773.9
TCGA-A6-A567-01A	56 years, male, black or african american, stage:iv, dead, 1881 days	770.0
TCGA-A6-5657-01A	65 years, male, black or african american, stage:iiib, alive, 962 days	767.7
TCGA-DM-A0X9-01A	71 years, female, white, stage:iia, alive, 3641 days	767.4
TCGA-AA-3492-01A	90 years, female, stage:ii, dead, 92 days	767.2
TCGA-F4-6570-01A	78 years, female, white, stage:iia, dead, 188 days	767.0
TCGA-AA-3979-01A	84 years, male, stage:iia, alive, 730 days	765.4
TCGA-NH-A8F8-01A	79 years, male, black or african american, stage:iv, dead, 511 days	759.2
TCGA-DM-A1D8-01A	50 years, female, white, dead, 383 days	757.0
TCGA-F4-6807-01A	51 years, female, white, stage:iiic, alive, 1309 days	753.7
TCGA-AA-A00D-01A	70 years, male, stage:i, alive, 578 days	750.9
TCGA-A6-2678-01A	43 years, female, white, stage:iiib, alive, 1286 days	747.2
TCGA-AA-A01Z-01A	68 years, male, stage:ii, alive, 1126 days	746.4
TCGA-D5-6529-01A	69 years, male, white, stage:iia, alive, 614 days	744.8
TCGA-A6-5661-01A	80 years, female, black or african american, stage:iia, alive, 1020 days	744.6
TCGA-AZ-5403-01A	43 years, male, white, stage:ii, dead, 1910 days	742.3
TCGA-AA-3519-01A	63 years, male, stage:iii, alive, 276 days	742.1
TCGA-AY-A54L-01A	74 years, female, black or african american, stage:i, alive, 525 days	741.1
TCGA-AA-3977-01A	65 years, male, alive, 761 days	736.7
TCGA-AA-A00E-01A	65 years, male, stage:iia, alive, 913 days	736.0
TCGA-CA-5256-01A	54 years, female, asian, stage:iia, alive, 379 days	733.9
TCGA-CM-6163-01A	74 years, male, white, stage:i, alive, 90 days	733.8
TCGA-G4-6320-01A	73 years, male, white, stage:iii, alive, 804 days	730.3
TCGA-AA-3950-01A	79 years, female, stage:iia, alive, 730 days	729.9
TCGA-AA-3831-01A	66 years, male, stage:iia, alive, 547 days	729.0
TCGA-CK-5913-01A	58 years, female, white, stage:iia, alive, 1561 days	728.3
TCGA-AD-6888-01A	73 years, male, white, stage:iiib, dead, 472 days	728.1
TCGA-CM-5348-01A	72 years, male, white, stage:iiib, alive, 699 days	728.0
TCGA-D5-6534-01A	62 years, female, white, stage:iia, alive, 1316 days	727.8
TCGA-AA-3679-01A	59 years, male, stage:iv, alive, 457 days	727.3
TCGA-F4-6806-01A	59 years, female, white, stage:i, alive, 1260 days	726.1
TCGA-AZ-6600-01A	64 years, male, black or african american, stage:iv, dead, 368 days	720.4
TCGA-AA-3552-01A	85 years, male, stage:iiic, dead, 396 days	714.1
TCGA-D5-6898-01A	51 years, female, white, stage:i, alive, 229 days	714.0
TCGA-AA-A029-01A	67 years, male, stage:ii, alive, 1581 days	713.8
TCGA-F4-6808-01A	54 years, female, white, stage:i, alive, 1024 days	712.7
TCGA-D5-6536-01A	73 years, male, white, stage:iia, alive, 543 days	711.1
TCGA-CA-6718-01A	46 years, male, asian, stage:iia, dead, 306 days	710.1
TCGA-AA-A00A-01A	80 years, male, stage:iia, alive, 1157 days	706.6
TCGA-D5-6540-01A	66 years, male, white, stage:i, alive, 491 days	701.8
TCGA-G4-6309-01A	40 years, female, black or african american, stage:iiib, alive, 2600 days	698.9
TCGA-AZ-6607-01A	69 years, male, white, stage:iv, dead, 97 days	696.7
TCGA-QL-A97D-01A	84 years, female, black or african american, stage:i, alive, 666 days	692.8
TCGA-AA-3655-01A	68 years, male, stage:ii, alive, 1856 days	692.3
TCGA-D5-6537-01A	64 years, male, white, stage:iiib, dead, 146 days	692.2
TCGA-AA-A00R-01A	64 years, female, stage:i, alive, 30 days	689.2
TCGA-QG-A5YW-01A	55 years, female, black or african american, stage:iiic, alive, 896 days	689.1
TCGA-AA-3982-01A	75 years, male, stage:iiib, alive, 822 days	687.5
TCGA-AZ-4308-01A	47 years, female, white, stage:iiib, alive, 3324 days	687.1
TCGA-AA-3970-01A	65 years, male, stage:iia, alive, 1096 days	684.4
TCGA-AA-A01S-01A	47 years, female, stage:iii, alive, 31 days	682.0
TCGA-D5-6541-01A	49 years, male, white, stage:iia, alive, 474 days	679.4
TCGA-AA-3877-01A	83 years, female, stage:i, alive, 943 days	678.6
TCGA-DM-A288-01A	68 years, male, white, stage:iiic, dead, 427 days	678.1
TCGA-AA-3506-01A	77 years, male, stage:i, alive, 1765 days	674.3
TCGA-AA-3980-01A	89 years, female, stage:i, alive, 822 days	674.0
TCGA-AA-3867-01A	74 years, male, stage:iv, alive, 731 days	673.9
TCGA-AM-5820-01A	60 years, female, white, stage:iva, alive, 14 days	671.6
TCGA-F4-6805-01A	58 years, female, white, stage:iia, alive, 1047 days	671.5
TCGA-AA-3861-01A	72 years, male, stage:iia, alive, 914 days	670.7
TCGA-T9-A92H-01A	82 years, male, black or african american, stage:iia, alive, 362 days	670.0
TCGA-AA-A00F-01A	66 years, male, stage:iiic, alive, 1035 days	669.4
TCGA-AA-A03J-01A	65 years, female, stage:i, alive, 1246 days	668.3
TCGA-A6-6138-01A	61 years, male, white, stage:i, alive, 685 days	665.8
TCGA-AA-3844-01A	78 years, female, stage:iiic, alive, 454 days	665.3
TCGA-G4-6322-01A	65 years, male, white, stage:iiib, alive, 792 days	664.9
TCGA-AA-3662-01A	80 years, female, stage:iv, alive, 184 days	664.6
TCGA-AA-3555-01A	81 years, female, stage:iia, alive, 911 days	664.3
TCGA-CM-5349-01A	68 years, female, white, stage:iia, alive, 915 days	664.0
TCGA-AA-3524-01A	85 years, male, stage:ii, alive, 1096 days	663.0
TCGA-AA-3518-01A	81 years, female, stage:iia, alive, 31 days	660.8
TCGA-AA-3685-01A	69 years, male, stage:ii, alive, 1127 days	659.0
TCGA-DM-A28C-01A	74 years, male, white, stage:iia, dead, 2475 days	657.9
TCGA-AA-A01K-01A	74 years, female, stage:iiic, alive, 943 days	652.4
TCGA-D5-6932-01A	69 years, male, white, stage:iia, alive, 346 days	651.0
TCGA-AY-A69D-01A	55 years, female, black or african american, stage:iia, alive, 543 days	645.3
TCGA-A6-6782-01A	82 years, male, white, stage:iib, alive, 617 days	643.6
TCGA-AA-3660-01A	51 years, female, stage:ii, alive, 2375 days	639.6
TCGA-CM-6677-01A	75 years, female, white, stage:iia, alive, 337 days	639.0
TCGA-AA-3688-01A	80 years, male, stage:iv, alive, 578 days	638.1
TCGA-AA-A00Z-01A	70 years, male, stage:iia, alive, 669 days	636.0
TCGA-AA-3664-01A	74 years, female, stage:ii, alive, 1643 days	635.9
TCGA-CM-6674-01A	39 years, male, white, stage:iia, alive, 394 days	634.6
TCGA-A6-5660-01A	73 years, male, black or african american, stage:iiic, alive, 888 days	632.9
TCGA-D5-6923-01A	57 years, male, white, stage:i, alive, 378 days	632.0
TCGA-A6-6141-01A	31 years, male, black or african american, stage:iia, alive, 255 days	629.9
TCGA-DM-A1DA-01A	71 years, female, white, stage:iiic, dead, 228 days	629.0
TCGA-AA-3841-01A	66 years, male, stage:iia, alive, 1124 days	625.5
TCGA-G4-6293-01A	49 years, female, white, stage:iii, alive, 4051 days	624.6
TCGA-AA-A01I-01A	76 years, male, stage:i, alive, 943 days	624.1
TCGA-F4-6461-01A	41 years, female, white, stage:iiic, dead, 338 days	623.1
TCGA-A6-6649-01A	66 years, male, white, stage:iiib, alive, 735 days	622.2
TCGA-NH-A6GA-01A	58 years, male, black or african american, stage:iiic, dead, 302 days	621.7
TCGA-CK-6747-01A	87 years, female, white, stage:iia, alive, 2523 days	621.6
TCGA-AA-A00N-01A	75 years, male, stage:iib, dead, 122 days	621.2
TCGA-D5-6931-01A	77 years, male, white, stage:iiic, alive, 365 days	619.4
TCGA-5M-AATE-01A	76 years, male, black or african american, stage:iia, alive, 1200 days	616.9
TCGA-D5-7000-01A	79 years, female, white, stage:i, alive, 312 days	616.1
TCGA-AA-3495-01A	79 years, male, stage:i, alive, 1127 days	615.9
TCGA-AA-3692-01A	47 years, female, stage:iv, dead, 1095 days	614.1
TCGA-A6-5666-01A	78 years, male, white, stage:iic, alive, 995 days	610.4
TCGA-QG-A5YX-01A	61 years, female, black or african american, stage:iia, alive, 1003 days	607.7
TCGA-5M-AAT6-01A	40 years, female, black or african american, stage:iv, dead, 290 days	605.0
TCGA-AA-A02R-01A	84 years, female, stage:iia, dead, 670 days	602.5
TCGA-AA-3538-01A	54 years, female, stage:i, alive, 791 days	601.4
TCGA-AD-5900-01A	67 years, male, white, stage:i, alive, 370 days	601.2
TCGA-NH-A50V-01A	69 years, male, black or african american, stage:iiib, alive, 588 days	600.4
TCGA-AA-3680-01A	67 years, female, stage:iv, dead, 335 days	598.7
TCGA-AA-A02H-01A	74 years, female, stage:iv, dead, 61 days	597.6
TCGA-CK-4948-01B	45 years, female, white, stage:iii, alive, 4502 days	597.3
TCGA-A6-5664-01A	80 years, male, black or african american, stage:iiic, alive, 672 days	596.8
TCGA-F4-6704-01A	60 years, male, american indian or alaska native, stage:iiic, alive, 47 days	593.6
TCGA-DM-A28G-01A	75 years, male, white, stage:iia, dead, 1849 days	592.8
TCGA-AY-4070-01A	51 years, female, black or african american, stage:iiic, dead, 496 days	591.2
TCGA-A6-A566-01A	55 years, female, black or african american, stage:iiib, dead, 758 days	590.9
TCGA-AU-3779-01A	80 years, female, white, stage:iia, alive, 441 days	590.5
TCGA-CM-5860-01A	44 years, male, white, stage:iia, alive, 974 days	589.6
TCGA-3L-AA1B-01A	61 years, female, black or african american, stage:i, alive, 475 days	589.2
TCGA-AA-A004-01A	76 years, male, stage:iia, alive, 424 days	583.6
TCGA-CM-6164-01A	46 years, female, white, stage:iia, alive, 883 days	577.6
TCGA-AA-3837-01A	67 years, male, stage:iia, alive, 1186 days	577.3
TCGA-A6-6142-01A	56 years, female, white, stage:iva, alive, 763 days	577.1
TCGA-AA-3956-01A	65 years, male, stage:iia, alive, 1035 days	574.9
TCGA-AY-A8YK-01A	44 years, male, black or african american, stage:iva, alive, 573 days	572.2
TCGA-AA-A01C-01A	75 years, male, stage:iiia, alive, 457 days	571.9
TCGA-A6-3808-01A	73 years, male, white, stage:iia, alive, 1014 days	571.6
TCGA-AA-A01V-01A	59 years, male, stage:i, alive, 31 days	571.5
TCGA-D5-6539-01A	45 years, female, white, alive, 380 days	570.5
TCGA-G4-6317-01A	51 years, female, white, stage:iiic, alive, 1095 days	569.2
TCGA-A6-4105-01A	79 years, male, white, stage:iia, dead, 442 days	566.6
TCGA-AA-3846-01A	74 years, female, stage:iia, alive, 518 days	565.9
TCGA-F4-6855-01A	70 years, female, white, stage:iia, alive, 1442 days	564.3
TCGA-AY-6196-01A	47 years, male, white, stage:iiic, alive, 6 days	561.0
TCGA-AU-6004-01A	69 years, female, white, stage:i, alive, 824 days	559.6
TCGA-CM-6168-01A	84 years, female, black or african american, stage:iia, alive, 395 days	556.4
TCGA-CM-6166-01A	48 years, female, white, stage:i, alive, 669 days	555.8
TCGA-A6-A565-01A	34 years, female, black or african american, stage:iiic, dead, 494 days	555.4
TCGA-AA-A010-01A	46 years, female, stage:iib, alive, 1064 days	555.0
TCGA-CA-6719-01A	77 years, male, asian, stage:iia, alive, 435 days	553.9
TCGA-AA-3986-01A	73 years, male, stage:i, alive, 580 days	553.4
TCGA-AA-3947-01A	60 years, female, stage:iib, alive, 1004 days	552.6
TCGA-CM-6167-01A	57 years, female, black or african american, stage:iiic, alive, 456 days	551.6
TCGA-DM-A1D6-01A	88 years, male, white, stage:iia, dead, 1518 days	551.3
TCGA-F4-6569-01A	60 years, male, white, stage:i, alive, 1087 days	548.9
TCGA-AA-3855-01A	72 years, male, stage:i, alive, 975 days	547.8
TCGA-CA-6715-01A	63 years, male, asian, stage:iiib, alive, 383 days	547.6
TCGA-AA-A02J-01A	70 years, female, stage:iv, dead, 153 days	546.3
TCGA-AZ-6605-01A	78 years, male, white, stage:iiib, dead, 159 days	543.7
TCGA-CM-6170-01A	73 years, female, white, stage:i, alive, 457 days	538.8
TCGA-CA-5797-01A	56 years, male, asian, stage:iia, alive, 383 days	537.9
TCGA-CM-6676-01A	82 years, male, white, stage:i, alive, 337 days	535.1
TCGA-A6-6780-01A	74 years, male, white, stage:iia, alive, 612 days	535.0
TCGA-G4-6302-01A	90 years, female, white, stage:iia, dead, 2047 days	532.9
TCGA-AA-3815-01A	65 years, female, stage:iia, alive, 1005 days	532.8
TCGA-G4-6306-01A	71 years, male, white, alive, 1359 days	532.1
TCGA-AA-3494-01A	55 years, male, stage:iv, alive, 31 days	531.4
TCGA-AA-3842-01A	51 years, male, stage:iiia, alive, 1126 days	531.2
TCGA-AA-3971-01A	58 years, male, stage:iii, alive, 489 days	526.8
TCGA-AD-6889-01A	male, asian, stage:iia, dead, 2532 days	524.8
TCGA-A6-2676-01A	75 years, female, white, stage:iib, dead, 1305 days	522.8
TCGA-NH-A50T-01A	68 years, female, black or african american, stage:iia, alive, 553 days	522.3
TCGA-AA-3713-01A	68 years, male, stage:iv, alive, 579 days	521.4
TCGA-AA-3812-01A	82 years, female, stage:iia, alive, 1066 days	521.4
TCGA-NH-A50U-01A	42 years, male, black or african american, stage:iva, dead, 334 days	521.2
TCGA-F4-6459-01A	61 years, female, white, stage:iiib, dead, 262 days	521.1
TCGA-D5-5541-01A	63 years, male, white, stage:iiib, alive, 1701 days	520.7
TCGA-AA-3530-01A	80 years, male, stage:i, alive, 580 days	519.3
TCGA-QG-A5Z1-01A	71 years, male, black or african american, stage:iiib, dead, 256 days	519.3
TCGA-A6-3809-01A	71 years, female, white, stage:iib, alive, 996 days	515.7
TCGA-CK-5914-01A	81 years, male, white, stage:iiib, alive, 669 days	513.6
TCGA-AD-6890-01A	65 years, male, white, alive, 746 days	511.9
TCGA-5M-AAT4-01A	74 years, male, black or african american, stage:iv, dead, 49 days	511.4
TCGA-CK-4950-01A	68 years, female, black or african american, stage:iiib, alive, 2599 days	511.3
TCGA-DM-A1D7-01A	82 years, male, white, stage:iia, dead, 405 days	510.9
TCGA-AA-3864-01A	71 years, male, stage:ii, alive, 1612 days	504.2
TCGA-F4-6460-01A	51 years, female, white, stage:iiib, dead, 972 days	503.0
TCGA-QG-A5Z2-01A	61 years, male, black or african american, stage:i, alive, 952 days	503.0
TCGA-CM-6679-01A	58 years, male, white, stage:iia, alive, 306 days	502.2
TCGA-F4-6854-01A	77 years, female, white, stage:iia, alive, 16 days	501.3
TCGA-G4-6315-01A	66 years, male, white, stage:iv, alive, 1883 days	499.7
TCGA-CK-6748-01A	45 years, female, white, stage:iv, alive, 61 days	499.2
TCGA-D5-5540-01A	73 years, male, white, stage:iia, alive, 1706 days	492.8
TCGA-DM-A285-01A	71 years, female, white, stage:iv, dead, 179 days	492.0
TCGA-AA-A00J-01A	80 years, male, stage:iiib, alive, 549 days	490.2
TCGA-AA-A01G-01A	63 years, male, stage:iia, alive, 365 days	490.0
TCGA-A6-2683-01A	57 years, female, white, stage:iv, dead, 504 days	489.8
TCGA-A6-2675-01A	78 years, male, white, stage:iia, alive, 1321 days	484.5
TCGA-CM-5862-01A	80 years, male, white, stage:iva, dead, 153 days	484.1
TCGA-AA-3697-01A	77 years, male, stage:ii, alive, 2587 days	480.8
TCGA-NH-A6GB-01A	71 years, female, black or african american, stage:iiic, alive, 476 days	480.4
TCGA-F4-6463-01A	51 years, male, white, stage:iia, alive, 1087 days	478.5
TCGA-AA-3955-01A	38 years, male, stage:iiib, alive, 638 days	478.1
TCGA-CM-6680-01A	78 years, female, white, stage:iiib, alive, 366 days	476.0
TCGA-A6-A5ZU-01A	59 years, male, black or african american, stage:iiib, alive, 293 days	474.5
TCGA-NH-A6GC-01A	66 years, female, black or african american, stage:ivb, alive, 389 days	472.9
TCGA-DM-A28A-01A	78 years, male, white, stage:iiic, dead, 805 days	471.4
TCGA-AA-A01D-01A	47 years, female, stage:iiic, dead, 334 days	470.6
TCGA-AA-A017-01A	57 years, female, stage:iia, alive, 457 days	468.0
TCGA-G4-6588-01A	58 years, female, white, stage:iia, alive, 796 days	466.2
TCGA-AA-3672-01A	90 years, female, stage:iii, alive, 28 days	465.3
TCGA-CK-5916-01A	71 years, female, white, stage:i, dead, 643 days	463.3
TCGA-CK-4952-01A	48 years, female, white, stage:iiic, alive, 475 days	461.7
TCGA-A6-6653-01A	82 years, male, white, stage:i, alive, 742 days	460.8
TCGA-AA-3821-01A	81 years, female, stage:i, alive, 31 days	459.3
TCGA-AA-3975-01A	80 years, male, stage:i, alive, 1036 days	457.3
TCGA-D5-6532-01A	61 years, male, white, stage:iia, alive, 555 days	456.2
TCGA-CK-4947-01B	46 years, female, white, stage:iiib, alive, 534 days	455.9
TCGA-A6-2686-01A	81 years, female, white, stage:iia, dead, 1126 days	454.0
TCGA-CM-5344-01A	39 years, female, white, stage:iiib, alive, 670 days	453.2
TCGA-A6-A56B-01A	57 years, male, black or african american, stage:iiib, dead, 1711 days	453.0
TCGA-D5-6929-01A	49 years, female, white, stage:iv, alive, 408 days	452.1
TCGA-AA-A00L-01A	66 years, male, stage:iia, alive, 1157 days	449.9
TCGA-D5-6538-01A	79 years, female, white, stage:iiib, alive, 521 days	448.6
TCGA-F4-6856-01A	45 years, male, white, stage:i, alive, 1074 days	447.2
TCGA-CM-6162-01A	48 years, female, white, stage:iiib, alive, 365 days	447.1
TCGA-AA-3525-01A	90 years, male, stage:iiib, alive, 245 days	445.6
TCGA-AA-3848-01A	82 years, female, stage:iiic, dead, 306 days	443.3
TCGA-AA-3562-01A	82 years, male, stage:iiic, alive, 608 days	442.7
TCGA-AA-3489-01A	75 years, male, stage:ii, dead, 214 days	440.7
TCGA-AA-A02W-01A	73 years, female, stage:i, alive, 1247 days	435.1
TCGA-AA-3549-01A	69 years, male, stage:i, alive, 639 days	433.6
TCGA-WS-AB45-01A	female, black or african american, stage:iia, alive, 2130 days	429.4
TCGA-AZ-6603-01A	77 years, female, white, dead, 899 days	429.1
TCGA-D5-6920-01A	77 years, female, white, stage:iia, alive, 377 days	428.3
TCGA-D5-6531-01A	75 years, male, white, stage:iia, alive, 540 days	427.9
TCGA-A6-6137-01A	55 years, male, white, stage:iiib, alive, 824 days	426.5
TCGA-AA-3667-01A	36 years, female, stage:i, alive, 426 days	423.0
TCGA-A6-5667-01A	40 years, female, white, stage:iiib, alive, 887 days	422.2
TCGA-AY-6197-01A	60 years, male, white, stage:iia, alive, 652 days	419.0
TCGA-AA-3811-01A	84 years, female, stage:iii, dead, 306 days	418.9
TCGA-D5-6924-01A	68 years, male, white, stage:iia, alive, 435 days	416.3
TCGA-AA-3514-01A	81 years, female, stage:i, alive, 31 days	415.5
TCGA-AZ-6599-01A	72 years, male, white, stage:i, dead, 206 days	407.5
TCGA-G4-6294-01A	76 years, male, white, stage:iv, dead, 858 days	404.2
TCGA-AA-3534-01A	78 years, female, stage:iia, alive, 882 days	404.0
TCGA-D5-6930-01A	67 years, male, white, stage:iia, alive, 406 days	403.9
TCGA-G4-6314-01A	76 years, female, white, stage:iv, alive, 1093 days	402.4
TCGA-AD-6899-01A	84 years, male, white, stage:iiic, dead, 176 days	401.5
TCGA-CM-6161-01A	36 years, female, white, stage:i, alive, 457 days	398.1
TCGA-D5-6922-01A	76 years, male, white, stage:iiia, alive, 308 days	397.1
TCGA-AA-3517-01A	60 years, male, stage:iia, alive, 1186 days	396.5
TCGA-CK-6751-01A	88 years, female, white, stage:i, alive, 3780 days	390.2
TCGA-D5-6533-01A	68 years, female, white, alive, 775 days	387.7
TCGA-CM-6169-01A	67 years, male, black or african american, stage:iia, alive, 396 days	387.4
TCGA-AA-3531-01A	75 years, female, stage:iia, alive, 1035 days	383.2
TCGA-CM-6165-01A	74 years, male, white, stage:iia, alive, 488 days	382.4
TCGA-D5-6927-01A	34 years, male, white, stage:iia, alive, 287 days	381.0
TCGA-A6-6651-01A	55 years, female, white, stage:iiib, alive, 662 days	378.2
TCGA-AD-6964-01A	58 years, male, white, dead, 331 days	361.0
TCGA-CM-6171-01A	77 years, female, white, stage:i, alive, 427 days	357.9
TCGA-AD-A5EK-01A	51 years, male, black or african american, stage:i, alive, 500 days	355.8
TCGA-A6-5662-01A	46 years, male, white, stage:iva, alive, 718 days	354.4
TCGA-AD-6965-01A	62 years, male, white, stage:iiic, alive, 805 days	352.2
TCGA-A6-2671-01A	85 years, male, white, stage:iv, dead, 1331 days	351.7
TCGA-G4-6628-01A	78 years, male, white, stage:i, alive, 2424 days	347.7
TCGA-G4-6310-01A	69 years, male, white, stage:iiib, alive, 1935 days	346.7
TCGA-AA-3968-01A	55 years, female, stage:i, alive, 669 days	345.1
TCGA-CA-6717-01A	57 years, male, asian, stage:iia, alive, 388 days	336.0
TCGA-NH-A8F7-01A	53 years, female, black or african american, stage:iia, alive, 543 days	328.2
TCGA-AZ-4323-01A	37 years, male, white, stage:iv, dead, 43 days	326.8
TCGA-D5-6926-01A	65 years, male, white, stage:iiib, alive, 275 days	326.3
TCGA-DM-A1DB-01A	68 years, male, white, stage:iia, dead, 1348 days	325.3
TCGA-G4-6625-01A	77 years, female, white, stage:iia, alive, 2792 days	324.2
TCGA-A6-6140-01A	62 years, male, white, stage:iia, alive, 734 days	320.6
TCGA-D5-6928-01A	80 years, male, white, stage:iia, alive, 354 days	318.2
TCGA-G4-6626-01A	90 years, male, white, stage:iia, dead, 1422 days	316.7
TCGA-G4-6295-01A	70 years, female, white, stage:ii, alive, 254 days	309.6
TCGA-DM-A28H-01A	50 years, male, white, stage:iiic, alive, 3561 days	306.3
TCGA-DM-A28E-01A	72 years, female, white, stage:iia, alive, 3648 days	305.4
TCGA-AA-3696-01A	75 years, female, stage:iv, dead, 153 days	297.7
TCGA-AA-3510-01A	70 years, male, stage:ii, alive, 1946 days	293.6
TCGA-G4-6304-01A	66 years, female, white, stage:iib, alive, 1631 days	290.0
TCGA-NH-A5IV-01A	90 years, female, black or african american, stage:iia, alive, 588 days	289.6
TCGA-G4-6303-01A	54 years, female, white, stage:iv, dead, 2003 days	286.2
TCGA-CM-6172-01A	70 years, female, white, stage:iiib, alive, 335 days	283.6
TCGA-D5-6530-01A	53 years, male, white, stage:i, alive, 621 days	278.7
TCGA-CK-5912-01A	82 years, male, white, stage:i, dead, 1493 days	248.2
TCGA-AA-3496-01A	83 years, female, stage:ii, alive, 31 days	247.7
TCGA-AA-A00O-01A	83 years, female, stage:iiic, alive, 822 days	239.7
TCGA-A6-6648-01A	56 years, male, white, stage:iva, alive, 766 days	213.4
TCGA-A6-2672-01B	82 years, female, white, stage:iiib, alive, 1419 days	203.5
TCGA-AA-A01Q-01A	48 years, female, stage:ii, alive, 31 days	191.4
TCGA-A6-6781-01B	43 years, male, white, stage:iiic, alive, 598 days	187.6
TCGA-SS-A7HO-01A	44 years, female, black or african american, stage:iib, alive, 1829 days	181.3
TCGA-A6-2684-01C	75 years, female, white, stage:i, alive, 1127 days	153.3
TCGA-A6-2677-01B	68 years, female, white, stage:iiic, dead, 740 days	85.5
TCGA-A6-6650-01A	69 years, female, black or african american, stage:iia, alive, 627 days	64.1
TCGA-A6-5656-01B	74 years, male, white, stage:i, alive, 1001 days	53.4
TCGA-A6-5659-01A	82 years, male, white, stage:i, alive, 926 days	41.3
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