Expression of HLA-A 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: 595.57
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

564.8

Number of samples

438

Samples

Sample	Description	FPKM
TCGA-A6-2676-01A	75 years, female, white, stage:iib, dead, 1305 days	2016.2
TCGA-A6-6138-01A	61 years, male, white, stage:i, alive, 685 days	1924.9
TCGA-AA-A01R-01A	47 years, male, stage:iii, alive, 1065 days	1757.9
TCGA-AZ-4313-01A	51 years, female, white, stage:i, alive, 2310 days	1716.8
TCGA-G4-6297-01A	55 years, female, white, stage:iv, alive, 2506 days	1544.5
TCGA-AZ-4616-01A	82 years, female, white, stage:iv, dead, 156 days	1461.6
TCGA-AA-3516-01A	74 years, female, stage:iii, dead, 396 days	1390.0
TCGA-A6-2679-01A	73 years, female, white, stage:iib, alive, 1366 days	1370.2
TCGA-CM-5861-01A	63 years, female, white, stage:iia, alive, 457 days	1353.4
TCGA-CM-4744-01A	69 years, male, white, stage:i, alive, 609 days	1347.9
TCGA-G4-6306-01A	71 years, male, white, alive, 1359 days	1335.1
TCGA-AA-3525-01A	90 years, male, stage:iiib, alive, 245 days	1327.8
TCGA-A6-6653-01A	82 years, male, white, stage:i, alive, 742 days	1262.5
TCGA-DM-A28K-01A	75 years, male, white, stage:iia, alive, 2988 days	1240.1
TCGA-A6-2674-01A	72 years, male, white, stage:iv, alive, 1331 days	1237.0
TCGA-AA-A03J-01A	65 years, female, stage:i, alive, 1246 days	1215.3
TCGA-CM-4752-01A	58 years, male, black or african american, stage:iia, alive, 396 days	1199.7
TCGA-QG-A5Z2-01A	61 years, male, black or african american, stage:i, alive, 952 days	1196.1
TCGA-A6-6780-01A	74 years, male, white, stage:iia, alive, 612 days	1181.5
TCGA-CM-4750-01A	34 years, female, white, stage:iiia, alive, 244 days	1180.0
TCGA-AA-A00D-01A	70 years, male, stage:i, alive, 578 days	1164.5
TCGA-AA-3510-01A	70 years, male, stage:ii, alive, 1946 days	1150.2
TCGA-AU-6004-01A	69 years, female, white, stage:i, alive, 824 days	1149.0
TCGA-AA-3672-01A	90 years, female, stage:iii, alive, 28 days	1131.9
TCGA-CA-6718-01A	46 years, male, asian, stage:iia, dead, 306 days	1126.8
TCGA-AA-A01T-01A	63 years, female, stage:iii, alive, 1005 days	1121.6
TCGA-AA-3532-01A	63 years, male, stage:iia, alive, 882 days	1121.4
TCGA-G4-6625-01A	77 years, female, white, stage:iia, alive, 2792 days	1105.4
TCGA-A6-3807-01A	53 years, female, white, stage:iiic, alive, 1054 days	1096.2
TCGA-D5-5538-01A	60 years, female, white, stage:iiib, dead, 1661 days	1092.6
TCGA-AA-3851-01A	74 years, male, stage:iia, alive, 1006 days	1073.7
TCGA-D5-6930-01A	67 years, male, white, stage:iia, alive, 406 days	1060.6
TCGA-AA-3812-01A	82 years, female, stage:iia, alive, 1066 days	1059.9
TCGA-G4-6322-01A	65 years, male, white, stage:iiib, alive, 792 days	1021.9
TCGA-AD-6895-01A	84 years, male, white, stage:iiib, alive, 763 days	1017.5
TCGA-G4-6299-01A	69 years, male, white, stage:iiic, alive, 2268 days	1015.3
TCGA-D5-6928-01A	80 years, male, white, stage:iia, alive, 354 days	1013.6
TCGA-AA-A004-01A	76 years, male, stage:iia, alive, 424 days	1003.3
TCGA-A6-3809-01A	71 years, female, white, stage:iib, alive, 996 days	989.1
TCGA-AA-3949-01A	87 years, female, stage:iiib, alive, 791 days	983.4
TCGA-CM-6674-01A	39 years, male, white, stage:iia, alive, 394 days	977.8
TCGA-A6-2680-01A	72 years, female, black or african american, stage:ii, alive, 1068 days	977.3
TCGA-A6-3810-01A	63 years, male, white, stage:iia, alive, 1111 days	969.8
TCGA-DM-A280-01A	70 years, female, white, stage:iia, dead, 236 days	967.1
TCGA-AA-3821-01A	81 years, female, stage:i, alive, 31 days	961.8
TCGA-AA-3862-01A	82 years, male, stage:iia, alive, 914 days	960.3
TCGA-AA-A02Y-01A	73 years, male, stage:i, alive, 1216 days	958.0
TCGA-CM-4743-01A	69 years, male, white, stage:iia, alive, 701 days	950.7
TCGA-AD-6899-01A	84 years, male, white, stage:iiic, dead, 176 days	948.9
TCGA-D5-6532-01A	61 years, male, white, stage:iia, alive, 555 days	924.5
TCGA-AA-3518-01A	81 years, female, stage:iia, alive, 31 days	922.3
TCGA-CK-5914-01A	81 years, male, white, stage:iiib, alive, 669 days	917.0
TCGA-G4-6293-01A	49 years, female, white, stage:iii, alive, 4051 days	904.4
TCGA-G4-6628-01A	78 years, male, white, stage:i, alive, 2424 days	901.8
TCGA-G4-6321-01A	60 years, female, white, stage:iii, alive, 672 days	892.3
TCGA-AA-3811-01A	84 years, female, stage:iii, dead, 306 days	882.5
TCGA-AA-3877-01A	83 years, female, stage:i, alive, 943 days	871.4
TCGA-G4-6295-01A	70 years, female, white, stage:ii, alive, 254 days	870.8
TCGA-AU-3779-01A	80 years, female, white, stage:iia, alive, 441 days	868.1
TCGA-CK-6751-01A	88 years, female, white, stage:i, alive, 3780 days	864.7
TCGA-T9-A92H-01A	82 years, male, black or african american, stage:iia, alive, 362 days	864.1
TCGA-AZ-4308-01A	47 years, female, white, stage:iiib, alive, 3324 days	861.3
TCGA-AY-4071-01A	63 years, female, white, stage:i, dead, 29 days	860.8
TCGA-AA-3971-01A	58 years, male, stage:iii, alive, 489 days	857.6
TCGA-AA-3506-01A	77 years, male, stage:i, alive, 1765 days	854.6
TCGA-AA-3685-01A	69 years, male, stage:ii, alive, 1127 days	852.8
TCGA-A6-5661-01A	80 years, female, black or african american, stage:iia, alive, 1020 days	850.1
TCGA-NH-A50U-01A	42 years, male, black or african american, stage:iva, dead, 334 days	843.3
TCGA-D5-6534-01A	62 years, female, white, stage:iia, alive, 1316 days	842.8
TCGA-QG-A5YW-01A	55 years, female, black or african american, stage:iiic, alive, 896 days	838.5
TCGA-DM-A1HA-01A	82 years, male, white, stage:iiic, alive, 4000 days	835.0
TCGA-D5-6929-01A	49 years, female, white, stage:iv, alive, 408 days	833.7
TCGA-AA-3548-01A	71 years, female, stage:iiic, alive, 1034 days	830.7
TCGA-CM-5860-01A	44 years, male, white, stage:iia, alive, 974 days	822.5
TCGA-CM-5341-01A	82 years, female, white, stage:iiia, alive, 884 days	820.6
TCGA-AA-3856-01A	59 years, male, stage:iia, alive, 30 days	818.9
TCGA-D5-6540-01A	66 years, male, white, stage:i, alive, 491 days	815.5
TCGA-AD-6548-01A	81 years, female, white, stage:i, alive, 650 days	815.2
TCGA-AY-6196-01A	47 years, male, white, stage:iiic, alive, 6 days	812.6
TCGA-A6-2675-01A	78 years, male, white, stage:iia, alive, 1321 days	811.6
TCGA-CM-4751-01A	62 years, male, white, stage:iiib, alive, 822 days	811.4
TCGA-F4-6807-01A	51 years, female, white, stage:iiic, alive, 1309 days	801.1
TCGA-F4-6856-01A	45 years, male, white, stage:i, alive, 1074 days	798.2
TCGA-AD-6890-01A	65 years, male, white, alive, 746 days	796.9
TCGA-AA-3989-01A	84 years, male, stage:iv, dead, 242 days	790.4
TCGA-F4-6570-01A	78 years, female, white, stage:iia, dead, 188 days	790.0
TCGA-AA-3552-01A	85 years, male, stage:iiic, dead, 396 days	783.7
TCGA-AA-3556-01A	78 years, male, stage:i, alive, 700 days	782.5
TCGA-F4-6703-01A	64 years, male, white, stage:iia, alive, 1456 days	781.3
TCGA-AA-A01V-01A	59 years, male, stage:i, alive, 31 days	779.1
TCGA-AY-A71X-01A	54 years, female, black or african american, stage:i, alive, 588 days	778.5
TCGA-D5-6932-01A	69 years, male, white, stage:iia, alive, 346 days	774.2
TCGA-CM-6675-01A	35 years, male, black or african american, stage:ivb, alive, 397 days	770.7
TCGA-5M-AAT6-01A	40 years, female, black or african american, stage:iv, dead, 290 days	769.9
TCGA-D5-7000-01A	79 years, female, white, stage:i, alive, 312 days	769.6
TCGA-F4-6806-01A	59 years, female, white, stage:i, alive, 1260 days	768.3
TCGA-AD-6963-01A	58 years, male, white, alive, 834 days	768.2
TCGA-A6-3808-01A	73 years, male, white, stage:iia, alive, 1014 days	757.9
TCGA-F4-6569-01A	60 years, male, white, stage:i, alive, 1087 days	755.8
TCGA-A6-2682-01A	70 years, male, white, stage:iv, dead, 424 days	748.5
TCGA-AA-3994-01A	69 years, male, stage:iiib, alive, 822 days	744.0
TCGA-AA-3520-01A	86 years, female, stage:ii, alive, 731 days	733.8
TCGA-AA-3986-01A	73 years, male, stage:i, alive, 580 days	733.8
TCGA-AA-3842-01A	51 years, male, stage:iiia, alive, 1126 days	730.3
TCGA-AA-3554-01A	62 years, female, stage:iia, alive, 546 days	730.2
TCGA-D5-6533-01A	68 years, female, white, alive, 775 days	729.7
TCGA-D5-6536-01A	73 years, male, white, stage:iia, alive, 543 days	726.9
TCGA-A6-2683-01A	57 years, female, white, stage:iv, dead, 504 days	721.9
TCGA-DM-A28M-01A	63 years, male, white, stage:iia, alive, 2895 days	718.7
TCGA-A6-2685-01A	48 years, female, black or african american, stage:iia, alive, 1133 days	712.0
TCGA-AA-3522-01A	67 years, male, stage:iia, alive, 1127 days	709.4
TCGA-AA-3870-01A	71 years, female, stage:iv, alive, 912 days	708.6
TCGA-G4-6294-01A	76 years, male, white, stage:iv, dead, 858 days	702.8
TCGA-AA-3844-01A	78 years, female, stage:iiic, alive, 454 days	702.6
TCGA-D5-6922-01A	76 years, male, white, stage:iiia, alive, 308 days	696.2
TCGA-AA-3869-01A	76 years, male, stage:iv, dead, 822 days	689.4
TCGA-A6-6142-01A	56 years, female, white, stage:iva, alive, 763 days	679.4
TCGA-AA-3848-01A	82 years, female, stage:iiic, dead, 306 days	676.5
TCGA-AY-6197-01A	60 years, male, white, stage:iia, alive, 652 days	675.7
TCGA-AD-6901-01A	78 years, male, white, dead, 682 days	674.6
TCGA-QL-A97D-01A	84 years, female, black or african american, stage:i, alive, 666 days	674.1
TCGA-CM-6162-01A	48 years, female, white, stage:iiib, alive, 365 days	671.3
TCGA-AA-3688-01A	80 years, male, stage:iv, alive, 578 days	671.2
TCGA-AA-A00L-01A	66 years, male, stage:iia, alive, 1157 days	665.7
TCGA-AA-3549-01A	69 years, male, stage:i, alive, 639 days	665.4
TCGA-CK-5912-01A	82 years, male, white, stage:i, dead, 1493 days	664.9
TCGA-D5-6535-01A	80 years, female, white, stage:iiib, alive, 460 days	663.7
TCGA-AA-3930-01A	66 years, male, stage:iv, dead, 61 days	660.8
TCGA-CM-6680-01A	78 years, female, white, stage:iiib, alive, 366 days	659.0
TCGA-NH-A6GB-01A	71 years, female, black or african american, stage:iiic, alive, 476 days	658.5
TCGA-CM-4747-01A	47 years, male, white, stage:iva, alive, 761 days	654.0
TCGA-AA-3846-01A	74 years, female, stage:iia, alive, 518 days	653.8
TCGA-G4-6311-01A	80 years, male, white, stage:iii, alive, 1199 days	652.8
TCGA-CA-5255-01A	45 years, male, asian, stage:iia, alive, 376 days	652.6
TCGA-AA-3531-01A	75 years, female, stage:iia, alive, 1035 days	649.6
TCGA-AA-3866-01A	78 years, female, stage:i, alive, 518 days	649.1
TCGA-AA-3560-01A	72 years, female, stage:iiic, alive, 608 days	647.7
TCGA-AY-5543-01A	65 years, female, black or african american, stage:iva, alive, 1004 days	647.5
TCGA-AD-6965-01A	62 years, male, white, stage:iiic, alive, 805 days	645.5
TCGA-AA-A00W-01A	80 years, male, stage:i, alive, 456 days	643.9
TCGA-CK-6747-01A	87 years, female, white, stage:iia, alive, 2523 days	639.6
TCGA-AA-A01I-01A	76 years, male, stage:i, alive, 943 days	638.5
TCGA-AA-3980-01A	89 years, female, stage:i, alive, 822 days	634.7
TCGA-AA-3860-01A	53 years, female, stage:iiib, alive, 945 days	634.4
TCGA-AA-3681-01A	77 years, female, stage:iii, alive, 182 days	634.2
TCGA-CM-5348-01A	72 years, male, white, stage:iiib, alive, 699 days	634.0
TCGA-G4-6627-01A	84 years, male, white, stage:iia, alive, 2275 days	633.9
TCGA-F4-6461-01A	41 years, female, white, stage:iiic, dead, 338 days	633.3
TCGA-QG-A5YX-01A	61 years, female, black or african american, stage:iia, alive, 1003 days	628.3
TCGA-AA-3841-01A	66 years, male, stage:iia, alive, 1124 days	627.3
TCGA-AA-3544-01A	68 years, male, stage:i, alive, 426 days	626.7
TCGA-A6-6654-01A	65 years, female, white, stage:iiib, alive, 726 days	625.9
TCGA-DM-A1D8-01A	50 years, female, white, dead, 383 days	621.5
TCGA-F4-6808-01A	54 years, female, white, stage:i, alive, 1024 days	619.0
TCGA-AA-3562-01A	82 years, male, stage:iiic, alive, 608 days	617.0
TCGA-AA-3502-01A	73 years, male, stage:i, alive, 1065 days	616.1
TCGA-AA-3833-01A	63 years, female, stage:iia, alive, 485 days	614.6
TCGA-AZ-6605-01A	78 years, male, white, stage:iiib, dead, 159 days	612.3
TCGA-CK-4950-01A	68 years, female, black or african american, stage:iiib, alive, 2599 days	610.7
TCGA-AA-3511-01A	64 years, male, stage:ii, alive, 212 days	608.2
TCGA-G4-6588-01A	58 years, female, white, stage:iia, alive, 796 days	606.7
TCGA-AA-3950-01A	79 years, female, stage:iia, alive, 730 days	606.2
TCGA-D5-6920-01A	77 years, female, white, stage:iia, alive, 377 days	603.8
TCGA-CK-4951-01A	79 years, female, white, stage:iia, dead, 2134 days	603.2
TCGA-DM-A1DA-01A	71 years, female, white, stage:iiic, dead, 228 days	603.2
TCGA-AA-3855-01A	72 years, male, stage:i, alive, 975 days	602.9
TCGA-A6-5662-01A	46 years, male, white, stage:iva, alive, 718 days	600.8
TCGA-AA-3854-01A	71 years, female, stage:i, alive, 1096 days	600.0
TCGA-A6-2681-01A	73 years, female, white, stage:iia, alive, 1387 days	598.0
TCGA-AA-3982-01A	75 years, male, stage:iiib, alive, 822 days	597.6
TCGA-AA-3939-01A	83 years, male, stage:iia, alive, 395 days	597.6
TCGA-AY-6386-01A	66 years, female, black or african american, stage:iiib, alive, 542 days	597.0
TCGA-AA-3526-01A	57 years, male, stage:i, alive, 580 days	597.0
TCGA-F4-6704-01A	60 years, male, american indian or alaska native, stage:iiic, alive, 47 days	595.8
TCGA-A6-A565-01A	34 years, female, black or african american, stage:iiic, dead, 494 days	595.4
TCGA-D5-5539-01A	60 years, male, white, stage:iiia, alive, 596 days	590.3
TCGA-CM-6165-01A	74 years, male, white, stage:iia, alive, 488 days	589.6
TCGA-AA-A024-01A	81 years, male, stage:ii, dead, 1188 days	588.1
TCGA-AA-3519-01A	63 years, male, stage:iii, alive, 276 days	585.9
TCGA-A6-4107-01A	57 years, female, white, stage:iiib, alive, 987 days	585.0
TCGA-CM-5868-01A	59 years, female, white, stage:iva, alive, 518 days	584.7
TCGA-DM-A28F-01A	73 years, male, white, stage:iiib, dead, 1094 days	584.4
TCGA-AA-3679-01A	59 years, male, stage:iv, alive, 457 days	582.7
TCGA-AA-A03F-01A	90 years, female, stage:iii, dead, 549 days	581.0
TCGA-CK-4947-01B	46 years, female, white, stage:iiib, alive, 534 days	580.4
TCGA-A6-6137-01A	55 years, male, white, stage:iiib, alive, 824 days	579.6
TCGA-NH-A6GC-01A	66 years, female, black or african american, stage:ivb, alive, 389 days	576.5
TCGA-AA-A00K-01A	79 years, male, stage:iia, alive, 549 days	571.1
TCGA-AA-3666-01A	68 years, male, stage:iii, dead, 61 days	570.9
TCGA-AA-3837-01A	67 years, male, stage:iia, alive, 1186 days	566.5
TCGA-A6-2671-01A	85 years, male, white, stage:iv, dead, 1331 days	564.3
TCGA-AA-A029-01A	67 years, male, stage:ii, alive, 1581 days	563.5
TCGA-A6-4105-01A	79 years, male, white, stage:iia, dead, 442 days	558.3
TCGA-AA-A01C-01A	75 years, male, stage:iiia, alive, 457 days	557.4
TCGA-AA-A00N-01A	75 years, male, stage:iib, dead, 122 days	553.2
TCGA-G4-6323-01A	50 years, male, black or african american, stage:ia, alive, 419 days	547.7
TCGA-RU-A8FL-01A	51 years, male, black or african american, stage:iiib, alive, 1177 days	546.6
TCGA-AA-3968-01A	55 years, female, stage:i, alive, 669 days	546.5
TCGA-G4-6309-01A	40 years, female, black or african american, stage:iiib, alive, 2600 days	545.0
TCGA-A6-A5ZU-01A	59 years, male, black or african american, stage:iiib, alive, 293 days	544.9
TCGA-D5-6539-01A	45 years, female, white, alive, 380 days	541.2
TCGA-CM-6163-01A	74 years, male, white, stage:i, alive, 90 days	538.8
TCGA-D5-6537-01A	64 years, male, white, stage:iiib, dead, 146 days	537.5
TCGA-CM-6164-01A	46 years, female, white, stage:iia, alive, 883 days	537.0
TCGA-G4-6317-01A	51 years, female, white, stage:iiic, alive, 1095 days	537.0
TCGA-AA-3715-01A	77 years, male, stage:ii, dead, 579 days	535.9
TCGA-AA-3861-01A	72 years, male, stage:iia, alive, 914 days	535.8
TCGA-AA-3818-01A	78 years, female, stage:iia, dead, 30 days	535.1
TCGA-D5-6529-01A	69 years, male, white, stage:iia, alive, 614 days	534.8
TCGA-AA-A00E-01A	65 years, male, stage:iia, alive, 913 days	533.6
TCGA-A6-6652-01A	59 years, male, black or african american, stage:iva, alive, 751 days	531.6
TCGA-A6-A566-01A	55 years, female, black or african american, stage:iiib, dead, 758 days	531.0
TCGA-DM-A288-01A	68 years, male, white, stage:iiic, dead, 427 days	524.9
TCGA-AA-3956-01A	65 years, male, stage:iia, alive, 1035 days	524.6
TCGA-AA-A00A-01A	80 years, male, stage:iia, alive, 1157 days	522.6
TCGA-AA-3667-01A	36 years, female, stage:i, alive, 426 days	521.4
TCGA-AA-A01S-01A	47 years, female, stage:iii, alive, 31 days	520.6
TCGA-D5-6924-01A	68 years, male, white, stage:iia, alive, 435 days	519.9
TCGA-AA-3966-01A	89 years, female, stage:iia, alive, 61 days	518.6
TCGA-AZ-6606-01A	81 years, male, white, stage:iv, dead, 357 days	516.2
TCGA-AA-3952-01A	68 years, male, stage:iiic, dead, 61 days	515.6
TCGA-AA-3975-01A	80 years, male, stage:i, alive, 1036 days	514.6
TCGA-AA-3979-01A	84 years, male, stage:iia, alive, 730 days	514.0
TCGA-AA-3514-01A	81 years, female, stage:i, alive, 31 days	513.3
TCGA-CM-5863-01A	60 years, female, white, stage:iiib, alive, 457 days	512.0
TCGA-F4-6809-01A	52 years, female, white, stage:iva, dead, 403 days	511.8
TCGA-CM-6170-01A	73 years, female, white, stage:i, alive, 457 days	510.3
TCGA-CM-6168-01A	84 years, female, black or african american, stage:iia, alive, 395 days	507.5
TCGA-AD-6889-01A	male, asian, stage:iia, dead, 2532 days	504.7
TCGA-CA-5796-01A	53 years, female, asian, stage:iia, alive, 377 days	504.5
TCGA-CM-4748-01A	53 years, male, white, stage:iiib, alive, 792 days	501.5
TCGA-AA-A02E-01A	82 years, female, stage:iv, dead, 90 days	498.0
TCGA-AA-3675-01A	84 years, male, stage:ii, alive, 1431 days	496.7
TCGA-AA-3660-01A	51 years, female, stage:ii, alive, 2375 days	495.6
TCGA-AA-3662-01A	80 years, female, stage:iv, alive, 184 days	493.1
TCGA-G4-6302-01A	90 years, female, white, stage:iia, dead, 2047 days	489.8
TCGA-AZ-6607-01A	69 years, male, white, stage:iv, dead, 97 days	489.8
TCGA-AA-3973-01A	69 years, male, stage:iv, alive, 397 days	488.1
TCGA-AA-3524-01A	85 years, male, stage:ii, alive, 1096 days	487.7
TCGA-AZ-6599-01A	72 years, male, white, stage:i, dead, 206 days	486.8
TCGA-AZ-4682-01B	61 years, male, white, stage:iva, dead, 680 days	484.2
TCGA-A6-2672-01B	82 years, female, white, stage:iiib, alive, 1419 days	481.6
TCGA-AD-6964-01A	58 years, male, white, dead, 331 days	481.1
TCGA-AZ-6603-01A	77 years, female, white, dead, 899 days	479.1
TCGA-D5-6926-01A	65 years, male, white, stage:iiib, alive, 275 days	476.6
TCGA-AZ-6600-01A	64 years, male, black or african american, stage:iv, dead, 368 days	476.2
TCGA-DM-A0XD-01A	65 years, male, white, stage:iia, dead, 743 days	475.3
TCGA-CM-6169-01A	67 years, male, black or african american, stage:iia, alive, 396 days	473.0
TCGA-AA-3561-01A	72 years, male, stage:iia, alive, 424 days	473.0
TCGA-AZ-6608-01A	55 years, female, white, stage:iiia, dead, 59 days	470.5
TCGA-DM-A282-01A	61 years, female, white, stage:iia, alive, 4233 days	466.1
TCGA-DM-A28E-01A	72 years, female, white, stage:iia, alive, 3648 days	462.0
TCGA-QG-A5YV-01A	64 years, female, black or african american, stage:iiic, alive, 1301 days	461.0
TCGA-AA-3517-01A	60 years, male, stage:iia, alive, 1186 days	460.7
TCGA-AY-4070-01A	51 years, female, black or african american, stage:iiic, dead, 496 days	459.6
TCGA-CM-5344-01A	39 years, female, white, stage:iiib, alive, 670 days	459.4
TCGA-AZ-4684-01A	50 years, male, white, stage:iva, alive, 1977 days	459.3
TCGA-AA-A00O-01A	83 years, female, stage:iiic, alive, 822 days	459.1
TCGA-D5-5537-01A	83 years, male, white, dead, 1381 days	457.6
TCGA-AA-3496-01A	83 years, female, stage:ii, alive, 31 days	456.9
TCGA-A6-5657-01A	65 years, male, black or african american, stage:iiib, alive, 962 days	455.9
TCGA-AA-3553-01A	61 years, female, stage:i, alive, 730 days	455.7
TCGA-4N-A93T-01A	67 years, male, black or african american, stage:iiib, alive, 146 days	455.3
TCGA-AA-3970-01A	65 years, male, stage:iia, alive, 1096 days	454.0
TCGA-AA-3697-01A	77 years, male, stage:ii, alive, 2587 days	454.0
TCGA-AA-3972-01A	72 years, male, stage:iv, alive, 1551 days	452.6
TCGA-AA-A01G-01A	63 years, male, stage:iia, alive, 365 days	452.4
TCGA-F4-6459-01A	61 years, female, white, stage:iiib, dead, 262 days	450.4
TCGA-CA-5797-01A	56 years, male, asian, stage:iia, alive, 383 days	449.6
TCGA-A6-6141-01A	31 years, male, black or african american, stage:iia, alive, 255 days	446.7
TCGA-A6-6650-01A	69 years, female, black or african american, stage:iia, alive, 627 days	443.1
TCGA-AD-6888-01A	73 years, male, white, stage:iiib, dead, 472 days	443.0
TCGA-AZ-4323-01A	37 years, male, white, stage:iv, dead, 43 days	442.0
TCGA-DM-A1D7-01A	82 years, male, white, stage:iia, dead, 405 days	439.0
TCGA-DM-A1D9-01A	67 years, female, white, stage:iia, alive, 4270 days	438.5
TCGA-NH-A8F8-01A	79 years, male, black or african american, stage:iv, dead, 511 days	427.0
TCGA-AA-3680-01A	67 years, female, stage:iv, dead, 335 days	426.8
TCGA-D5-6531-01A	75 years, male, white, stage:iia, alive, 540 days	425.8
TCGA-DM-A0X9-01A	71 years, female, white, stage:iia, alive, 3641 days	425.1
TCGA-CA-5256-01A	54 years, female, asian, stage:iia, alive, 379 days	423.2
TCGA-NH-A50T-01A	68 years, female, black or african american, stage:iia, alive, 553 days	419.8
TCGA-AA-3955-01A	38 years, male, stage:iiib, alive, 638 days	418.1
TCGA-CM-6677-01A	75 years, female, white, stage:iia, alive, 337 days	416.9
TCGA-CM-5864-01A	60 years, male, white, stage:i, alive, 457 days	415.9
TCGA-A6-6782-01A	82 years, male, white, stage:iib, alive, 617 days	415.0
TCGA-G4-6320-01A	73 years, male, white, stage:iii, alive, 804 days	414.8
TCGA-AY-A8YK-01A	44 years, male, black or african american, stage:iva, alive, 573 days	414.8
TCGA-A6-5659-01A	82 years, male, white, stage:i, alive, 926 days	413.3
TCGA-F4-6805-01A	58 years, female, white, stage:iia, alive, 1047 days	412.6
TCGA-AY-A54L-01A	74 years, female, black or african american, stage:i, alive, 525 days	411.9
TCGA-A6-2678-01A	43 years, female, white, stage:iiib, alive, 1286 days	410.4
TCGA-AA-A02O-01A	82 years, male, stage:ii, alive, 28 days	409.2
TCGA-AA-3858-01A	67 years, male, stage:i, alive, 945 days	407.6
TCGA-DM-A0XF-01A	68 years, female, white, stage:iiic, dead, 1162 days	406.0
TCGA-F4-6460-01A	51 years, female, white, stage:iiib, dead, 972 days	405.6
TCGA-AA-3489-01A	75 years, male, stage:ii, dead, 214 days	403.1
TCGA-AA-3655-01A	68 years, male, stage:ii, alive, 1856 days	402.2
TCGA-AA-3495-01A	79 years, male, stage:i, alive, 1127 days	398.4
TCGA-DM-A1D4-01A	80 years, male, white, stage:iia, dead, 2821 days	396.3
TCGA-AA-3941-01A	84 years, female, stage:iva, alive, 730 days	396.2
TCGA-AZ-6601-01A	68 years, male, white, stage:ii, dead, 3042 days	392.9
TCGA-AA-3710-01A	80 years, female, stage:iia, alive, 821 days	390.8
TCGA-F4-6463-01A	51 years, male, white, stage:iia, alive, 1087 days	388.9
TCGA-AA-A01D-01A	47 years, female, stage:iiic, dead, 334 days	387.6
TCGA-NH-A6GA-01A	58 years, male, black or african american, stage:iiic, dead, 302 days	387.3
TCGA-CK-5913-01A	58 years, female, white, stage:iia, alive, 1561 days	387.1
TCGA-CM-6172-01A	70 years, female, white, stage:iiib, alive, 335 days	386.9
TCGA-AA-A02H-01A	74 years, female, stage:iv, dead, 61 days	386.1
TCGA-A6-2686-01A	81 years, female, white, stage:iia, dead, 1126 days	384.4
TCGA-A6-A567-01A	56 years, male, black or african american, stage:iv, dead, 1881 days	383.3
TCGA-DM-A1DB-01A	68 years, male, white, stage:iia, dead, 1348 days	380.5
TCGA-CA-6719-01A	77 years, male, asian, stage:iia, alive, 435 days	376.8
TCGA-AZ-4614-01A	71 years, female, white, stage:iva, dead, 172 days	371.7
TCGA-D5-5541-01A	63 years, male, white, stage:iiib, alive, 1701 days	371.6
TCGA-AA-3678-01A	60 years, female, stage:iii, alive, 1430 days	370.4
TCGA-F4-6854-01A	77 years, female, white, stage:iia, alive, 16 days	369.4
TCGA-CM-6679-01A	58 years, male, white, stage:iia, alive, 306 days	368.5
TCGA-AA-A00Q-01A	66 years, female, stage:iiib, alive, 1278 days	368.4
TCGA-CM-5862-01A	80 years, male, white, stage:iva, dead, 153 days	365.9
TCGA-A6-6649-01A	66 years, male, white, stage:iiib, alive, 735 days	365.9
TCGA-AA-A01F-01A	72 years, male, stage:iiib, alive, 974 days	365.9
TCGA-AA-A00U-01A	50 years, male, stage:iiib, alive, 518 days	365.4
TCGA-F4-6855-01A	70 years, female, white, stage:iia, alive, 1442 days	364.3
TCGA-AA-A02W-01A	73 years, female, stage:i, alive, 1247 days	363.3
TCGA-AA-3530-01A	80 years, male, stage:i, alive, 580 days	360.8
TCGA-A6-6140-01A	62 years, male, white, stage:iia, alive, 734 days	359.7
TCGA-AA-A00Z-01A	70 years, male, stage:iia, alive, 669 days	358.4
TCGA-AA-A02K-01A	50 years, male, stage:iv, dead, 426 days	357.6
TCGA-DM-A1D6-01A	88 years, male, white, stage:iia, dead, 1518 days	357.6
TCGA-AA-A01P-01A	80 years, female, stage:iii, dead, 1158 days	356.0
TCGA-WS-AB45-01A	female, black or african american, stage:iia, alive, 2130 days	355.9
TCGA-5M-AATE-01A	76 years, male, black or african american, stage:iia, alive, 1200 days	355.7
TCGA-A6-6651-01A	55 years, female, white, stage:iiib, alive, 662 days	352.5
TCGA-AA-3875-01A	78 years, female, stage:i, alive, 549 days	352.3
TCGA-AY-A69D-01A	55 years, female, black or african american, stage:iia, alive, 543 days	350.5
TCGA-AA-A01K-01A	74 years, female, stage:iiic, alive, 943 days	350.2
TCGA-G4-6314-01A	76 years, female, white, stage:iv, alive, 1093 days	349.8
TCGA-A6-5664-01A	80 years, male, black or african american, stage:iiic, alive, 672 days	349.1
TCGA-CM-6678-01A	63 years, female, white, stage:iva, alive, 335 days	347.3
TCGA-AA-3692-01A	47 years, female, stage:iv, dead, 1095 days	345.2
TCGA-A6-6648-01A	56 years, male, white, stage:iva, alive, 766 days	344.8
TCGA-CM-6167-01A	57 years, female, black or african american, stage:iiic, alive, 456 days	342.0
TCGA-AZ-5403-01A	43 years, male, white, stage:ii, dead, 1910 days	339.0
TCGA-CK-6748-01A	45 years, female, white, stage:iv, alive, 61 days	338.3
TCGA-DM-A28A-01A	78 years, male, white, stage:iiic, dead, 805 days	338.1
TCGA-CA-6716-01A	65 years, male, asian, stage:iia, alive, 371 days	332.8
TCGA-AZ-6598-01A	77 years, female, white, stage:ii, dead, 1503 days	328.2
TCGA-AM-5820-01A	60 years, female, white, stage:iva, alive, 14 days	324.8
TCGA-CK-4948-01B	45 years, female, white, stage:iii, alive, 4502 days	323.8
TCGA-AA-3488-01A	58 years, male, stage:iv, dead, 153 days	321.6
TCGA-AA-3542-01A	69 years, male, stage:iiic, alive, 395 days	316.6
TCGA-G4-6626-01A	90 years, male, white, stage:iia, dead, 1422 days	316.1
TCGA-CM-5349-01A	68 years, female, white, stage:iia, alive, 915 days	316.1
TCGA-4T-AA8H-01A	42 years, female, black or african american, stage:iia, alive, 385 days	314.5
TCGA-DM-A28G-01A	75 years, male, white, stage:iia, dead, 1849 days	313.5
TCGA-AD-A5EK-01A	51 years, male, black or african american, stage:i, alive, 500 days	307.4
TCGA-CA-5254-01A	42 years, female, asian, stage:iia, alive, 386 days	301.8
TCGA-NH-A50V-01A	69 years, male, black or african american, stage:iiib, alive, 588 days	299.1
TCGA-D5-6898-01A	51 years, female, white, stage:i, alive, 229 days	297.7
TCGA-AA-3713-01A	68 years, male, stage:iv, alive, 579 days	291.9
TCGA-5M-AAT4-01A	74 years, male, black or african american, stage:iv, dead, 49 days	290.8
TCGA-AA-3819-01A	41 years, female, stage:iia, alive, 761 days	290.5
TCGA-CA-6717-01A	57 years, male, asian, stage:iia, alive, 388 days	288.6
TCGA-AA-3976-01A	70 years, male, stage:iiia, alive, 791 days	288.4
TCGA-G4-6315-01A	66 years, male, white, stage:iv, alive, 1883 days	287.7
TCGA-AA-A02R-01A	84 years, female, stage:iia, dead, 670 days	287.4
TCGA-A6-5666-01A	78 years, male, white, stage:iic, alive, 995 days	287.1
TCGA-AA-A00F-01A	66 years, male, stage:iiic, alive, 1035 days	282.3
TCGA-AA-3673-01A	53 years, female, stage:ii, alive, 1522 days	281.2
TCGA-AA-3494-01A	55 years, male, stage:iv, alive, 31 days	280.9
TCGA-AZ-5407-01A	51 years, female, white, stage:i, alive, 2683 days	279.4
TCGA-A6-5660-01A	73 years, male, black or african american, stage:iiic, alive, 888 days	273.0
TCGA-AA-3509-01A	54 years, female, stage:ii, alive, 1915 days	272.1
TCGA-AA-A017-01A	57 years, female, stage:iia, alive, 457 days	267.5
TCGA-AA-3864-01A	71 years, male, stage:ii, alive, 1612 days	262.0
TCGA-AA-3867-01A	74 years, male, stage:iv, alive, 731 days	260.8
TCGA-CA-6715-01A	63 years, male, asian, stage:iiib, alive, 383 days	255.5
TCGA-AA-A01Z-01A	68 years, male, stage:ii, alive, 1126 days	252.3
TCGA-D5-5540-01A	73 years, male, white, stage:iia, alive, 1706 days	248.9
TCGA-AZ-4315-01A	61 years, male, white, stage:iia, alive, 1776 days	247.3
TCGA-3L-AA1B-01A	61 years, female, black or african american, stage:i, alive, 475 days	243.9
TCGA-CM-6161-01A	36 years, female, white, stage:i, alive, 457 days	241.9
TCGA-DM-A285-01A	71 years, female, white, stage:iv, dead, 179 days	239.9
TCGA-AA-3815-01A	65 years, female, stage:iia, alive, 1005 days	237.0
TCGA-CM-6676-01A	82 years, male, white, stage:i, alive, 337 days	236.3
TCGA-AZ-4615-01A	84 years, male, white, stage:iiib, alive, 1002 days	233.3
TCGA-A6-5667-01A	40 years, female, white, stage:iiib, alive, 887 days	230.1
TCGA-DM-A28C-01A	74 years, male, white, stage:iia, dead, 2475 days	224.5
TCGA-DM-A1HB-01A	75 years, male, white, stage:iiib, alive, 4126 days	221.7
TCGA-AA-A02F-01A	68 years, female, stage:iv, alive, 1216 days	220.7
TCGA-NH-A8F7-01A	53 years, female, black or african american, stage:iia, alive, 543 days	218.1
TCGA-AA-A00J-01A	80 years, male, stage:iiib, alive, 549 days	217.5
TCGA-AD-5900-01A	67 years, male, white, stage:i, alive, 370 days	217.0
TCGA-AA-A00R-01A	64 years, female, stage:i, alive, 30 days	211.8
TCGA-D5-6541-01A	49 years, male, white, stage:iia, alive, 474 days	210.5
TCGA-D5-6923-01A	57 years, male, white, stage:i, alive, 378 days	210.4
TCGA-AA-A02J-01A	70 years, female, stage:iv, dead, 153 days	208.5
TCGA-G4-6303-01A	54 years, female, white, stage:iv, dead, 2003 days	207.4
TCGA-AA-3538-01A	54 years, female, stage:i, alive, 791 days	206.9
TCGA-AA-3663-01A	42 years, male, stage:ii, alive, 212 days	206.0
TCGA-D5-6538-01A	79 years, female, white, stage:iiib, alive, 521 days	205.0
TCGA-G4-6586-01A	74 years, female, white, stage:iia, alive, 1089 days	204.8
TCGA-AA-3543-01A	84 years, male, stage:i, alive, 30 days	203.3
TCGA-G4-6307-01A	37 years, female, white, stage:iiib, alive, 1674 days	199.5
TCGA-CK-4952-01A	48 years, female, white, stage:iiic, alive, 475 days	198.4
TCGA-D5-6931-01A	77 years, male, white, stage:iiic, alive, 365 days	196.2
TCGA-AA-A01X-01A	80 years, female, stage:iii, alive, 791 days	187.1
TCGA-AM-5821-01A	68 years, female, white, stage:iia, alive, 28 days	181.5
TCGA-DM-A1D0-01A	79 years, female, white, stage:iia, alive, 3974 days	178.7
TCGA-CK-5916-01A	71 years, female, white, stage:i, dead, 643 days	177.3
TCGA-AA-A010-01A	46 years, female, stage:iib, alive, 1064 days	177.3
TCGA-D5-6927-01A	34 years, male, white, stage:iia, alive, 287 days	176.3
TCGA-D5-6530-01A	53 years, male, white, stage:i, alive, 621 days	174.9
TCGA-NH-A5IV-01A	90 years, female, black or african american, stage:iia, alive, 588 days	173.5
TCGA-A6-6781-01B	43 years, male, white, stage:iiic, alive, 598 days	173.0
TCGA-CM-4746-01A	61 years, male, black or african american, stage:i, alive, 1126 days	172.1
TCGA-AA-3977-01A	65 years, male, alive, 761 days	170.9
TCGA-G4-6310-01A	69 years, male, white, stage:iiib, alive, 1935 days	170.6
TCGA-CM-6166-01A	48 years, female, white, stage:i, alive, 669 days	169.3
TCGA-G4-6298-01A	90 years, male, black or african american, stage:iiib, dead, 715 days	164.9
TCGA-A6-5665-01A	84 years, female, white, stage:iia, alive, 671 days	155.2
TCGA-AA-3492-01A	90 years, female, stage:ii, dead, 92 days	151.6
TCGA-SS-A7HO-01A	44 years, female, black or african american, stage:iib, alive, 1829 days	151.1
TCGA-A6-A56B-01A	57 years, male, black or african american, stage:iiib, dead, 1711 days	143.2
TCGA-AA-3696-01A	75 years, female, stage:iv, dead, 153 days	140.7
TCGA-AA-3831-01A	66 years, male, stage:iia, alive, 547 days	138.9
TCGA-AA-A01Q-01A	48 years, female, stage:ii, alive, 31 days	131.7
TCGA-AA-3664-01A	74 years, female, stage:ii, alive, 1643 days	128.6
TCGA-A6-2684-01C	75 years, female, white, stage:i, alive, 1127 days	115.2
TCGA-AA-3534-01A	78 years, female, stage:iia, alive, 882 days	113.1
TCGA-QG-A5Z1-01A	71 years, male, black or african american, stage:iiib, dead, 256 days	101.7
TCGA-G4-6304-01A	66 years, female, white, stage:iib, alive, 1631 days	93.5
TCGA-DM-A28H-01A	50 years, male, white, stage:iiic, alive, 3561 days	88.1
TCGA-A6-2677-01B	68 years, female, white, stage:iiic, dead, 740 days	81.7
TCGA-A6-5656-01B	74 years, male, white, stage:i, alive, 1001 days	80.7
TCGA-AA-3555-01A	81 years, female, stage:iia, alive, 911 days	80.4
TCGA-CM-6171-01A	77 years, female, white, stage:i, alive, 427 days	53.1
TCGA-AA-3947-01A	60 years, female, stage:iib, alive, 1004 days	46.3
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