Expression of B2M in colorectal cancer - The Human Protein Atlas

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: 435.25
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

680.9

Number of samples

438

Samples

Sample	Description	FPKM
TCGA-AA-3949-01A	87 years, female, stage:iiib, alive, 791 days	3683.6
TCGA-AZ-4615-01A	84 years, male, white, stage:iiib, alive, 1002 days	2877.6
TCGA-D5-6928-01A	80 years, male, white, stage:iia, alive, 354 days	2057.5
TCGA-AA-3516-01A	74 years, female, stage:iii, dead, 396 days	2000.3
TCGA-AA-3710-01A	80 years, female, stage:iia, alive, 821 days	1940.7
TCGA-CM-4743-01A	69 years, male, white, stage:iia, alive, 701 days	1919.2
TCGA-CM-4744-01A	69 years, male, white, stage:i, alive, 609 days	1692.7
TCGA-AA-A02R-01A	84 years, female, stage:iia, dead, 670 days	1655.1
TCGA-AA-3525-01A	90 years, male, stage:iiib, alive, 245 days	1627.3
TCGA-AA-A01P-01A	80 years, female, stage:iii, dead, 1158 days	1613.2
TCGA-A6-2678-01A	43 years, female, white, stage:iiib, alive, 1286 days	1604.6
TCGA-AA-3950-01A	79 years, female, stage:iia, alive, 730 days	1601.5
TCGA-G4-6321-01A	60 years, female, white, stage:iii, alive, 672 days	1570.9
TCGA-D5-6534-01A	62 years, female, white, stage:iia, alive, 1316 days	1565.7
TCGA-AD-6895-01A	84 years, male, white, stage:iiib, alive, 763 days	1545.5
TCGA-CK-4951-01A	79 years, female, white, stage:iia, dead, 2134 days	1528.7
TCGA-AA-3877-01A	83 years, female, stage:i, alive, 943 days	1522.8
TCGA-A6-5661-01A	80 years, female, black or african american, stage:iia, alive, 1020 days	1451.8
TCGA-AU-6004-01A	69 years, female, white, stage:i, alive, 824 days	1436.7
TCGA-AY-4071-01A	63 years, female, white, stage:i, dead, 29 days	1378.3
TCGA-D5-6930-01A	67 years, male, white, stage:iia, alive, 406 days	1349.4
TCGA-QG-A5Z2-01A	61 years, male, black or african american, stage:i, alive, 952 days	1341.2
TCGA-AA-3866-01A	78 years, female, stage:i, alive, 518 days	1327.0
TCGA-CM-5861-01A	63 years, female, white, stage:iia, alive, 457 days	1291.8
TCGA-F4-6856-01A	45 years, male, white, stage:i, alive, 1074 days	1285.2
TCGA-AA-3862-01A	82 years, male, stage:iia, alive, 914 days	1278.6
TCGA-CA-5254-01A	42 years, female, asian, stage:iia, alive, 386 days	1258.4
TCGA-AA-3844-01A	78 years, female, stage:iiic, alive, 454 days	1256.8
TCGA-F4-6570-01A	78 years, female, white, stage:iia, dead, 188 days	1247.6
TCGA-AM-5821-01A	68 years, female, white, stage:iia, alive, 28 days	1243.1
TCGA-AA-3561-01A	72 years, male, stage:iia, alive, 424 days	1229.5
TCGA-AA-3543-01A	84 years, male, stage:i, alive, 30 days	1206.3
TCGA-AA-3971-01A	58 years, male, stage:iii, alive, 489 days	1200.1
TCGA-AA-3520-01A	86 years, female, stage:ii, alive, 731 days	1199.0
TCGA-AA-3941-01A	84 years, female, stage:iva, alive, 730 days	1197.6
TCGA-G4-6297-01A	55 years, female, white, stage:iv, alive, 2506 days	1197.1
TCGA-AA-3821-01A	81 years, female, stage:i, alive, 31 days	1196.3
TCGA-AA-3947-01A	60 years, female, stage:iib, alive, 1004 days	1170.4
TCGA-CM-5341-01A	82 years, female, white, stage:iiia, alive, 884 days	1160.6
TCGA-CM-6674-01A	39 years, male, white, stage:iia, alive, 394 days	1157.2
TCGA-AA-3526-01A	57 years, male, stage:i, alive, 580 days	1149.7
TCGA-A6-3810-01A	63 years, male, white, stage:iia, alive, 1111 days	1145.4
TCGA-AA-3556-01A	78 years, male, stage:i, alive, 700 days	1137.7
TCGA-AA-3977-01A	65 years, male, alive, 761 days	1129.5
TCGA-CM-6169-01A	67 years, male, black or african american, stage:iia, alive, 396 days	1113.3
TCGA-F4-6703-01A	64 years, male, white, stage:iia, alive, 1456 days	1112.0
TCGA-AD-6889-01A	male, asian, stage:iia, dead, 2532 days	1111.9
TCGA-AA-3939-01A	83 years, male, stage:iia, alive, 395 days	1106.8
TCGA-AA-A00A-01A	80 years, male, stage:iia, alive, 1157 days	1096.3
TCGA-G4-6627-01A	84 years, male, white, stage:iia, alive, 2275 days	1095.4
TCGA-CM-6162-01A	48 years, female, white, stage:iiib, alive, 365 days	1090.5
TCGA-CA-5255-01A	45 years, male, asian, stage:iia, alive, 376 days	1083.5
TCGA-AA-3930-01A	66 years, male, stage:iv, dead, 61 days	1076.9
TCGA-A6-6138-01A	61 years, male, white, stage:i, alive, 685 days	1064.4
TCGA-CA-6718-01A	46 years, male, asian, stage:iia, dead, 306 days	1063.8
TCGA-CM-4752-01A	58 years, male, black or african american, stage:iia, alive, 396 days	1061.5
TCGA-AZ-4616-01A	82 years, female, white, stage:iv, dead, 156 days	1057.5
TCGA-CM-5860-01A	44 years, male, white, stage:iia, alive, 974 days	1056.0
TCGA-A6-2674-01A	72 years, male, white, stage:iv, alive, 1331 days	1055.6
TCGA-AZ-6606-01A	81 years, male, white, stage:iv, dead, 357 days	1047.1
TCGA-A6-6654-01A	65 years, female, white, stage:iiib, alive, 726 days	1045.7
TCGA-AA-3666-01A	68 years, male, stage:iii, dead, 61 days	1033.1
TCGA-AA-3685-01A	69 years, male, stage:ii, alive, 1127 days	1029.5
TCGA-AA-3715-01A	77 years, male, stage:ii, dead, 579 days	1025.1
TCGA-CA-5796-01A	53 years, female, asian, stage:iia, alive, 377 days	1013.4
TCGA-AA-3815-01A	65 years, female, stage:iia, alive, 1005 days	1010.8
TCGA-AA-3875-01A	78 years, female, stage:i, alive, 549 days	995.9
TCGA-AY-6196-01A	47 years, male, white, stage:iiic, alive, 6 days	993.9
TCGA-AA-3970-01A	65 years, male, stage:iia, alive, 1096 days	993.0
TCGA-D5-6541-01A	49 years, male, white, stage:iia, alive, 474 days	991.0
TCGA-AA-3522-01A	67 years, male, stage:iia, alive, 1127 days	989.2
TCGA-AA-3860-01A	53 years, female, stage:iiib, alive, 945 days	986.2
TCGA-CK-5912-01A	82 years, male, white, stage:i, dead, 1493 days	984.6
TCGA-AA-A02Y-01A	73 years, male, stage:i, alive, 1216 days	975.6
TCGA-AA-3655-01A	68 years, male, stage:ii, alive, 1856 days	972.6
TCGA-AD-6548-01A	81 years, female, white, stage:i, alive, 650 days	972.2
TCGA-G4-6293-01A	49 years, female, white, stage:iii, alive, 4051 days	968.5
TCGA-AA-3986-01A	73 years, male, stage:i, alive, 580 days	967.8
TCGA-CK-5914-01A	81 years, male, white, stage:iiib, alive, 669 days	967.2
TCGA-AD-6964-01A	58 years, male, white, dead, 331 days	965.6
TCGA-AA-3495-01A	79 years, male, stage:i, alive, 1127 days	954.4
TCGA-AA-3524-01A	85 years, male, stage:ii, alive, 1096 days	949.6
TCGA-D5-6531-01A	75 years, male, white, stage:iia, alive, 540 days	949.4
TCGA-AA-3681-01A	77 years, female, stage:iii, alive, 182 days	949.3
TCGA-CK-4947-01B	46 years, female, white, stage:iiib, alive, 534 days	946.6
TCGA-AA-3869-01A	76 years, male, stage:iv, dead, 822 days	945.1
TCGA-AA-3492-01A	90 years, female, stage:ii, dead, 92 days	942.3
TCGA-A6-A565-01A	34 years, female, black or african american, stage:iiic, dead, 494 days	940.0
TCGA-A6-3808-01A	73 years, male, white, stage:iia, alive, 1014 days	938.2
TCGA-DM-A280-01A	70 years, female, white, stage:iia, dead, 236 days	937.8
TCGA-CM-6171-01A	77 years, female, white, stage:i, alive, 427 days	932.3
TCGA-D5-6540-01A	66 years, male, white, stage:i, alive, 491 days	929.3
TCGA-AA-3552-01A	85 years, male, stage:iiic, dead, 396 days	928.4
TCGA-CM-6161-01A	36 years, female, white, stage:i, alive, 457 days	918.8
TCGA-AA-3662-01A	80 years, female, stage:iv, alive, 184 days	917.0
TCGA-D5-7000-01A	79 years, female, white, stage:i, alive, 312 days	915.7
TCGA-A6-A566-01A	55 years, female, black or african american, stage:iiib, dead, 758 days	906.0
TCGA-AA-3846-01A	74 years, female, stage:iia, alive, 518 days	901.4
TCGA-AA-3861-01A	72 years, male, stage:iia, alive, 914 days	900.8
TCGA-A6-3807-01A	53 years, female, white, stage:iiic, alive, 1054 days	900.4
TCGA-AD-6899-01A	84 years, male, white, stage:iiic, dead, 176 days	889.3
TCGA-D5-6931-01A	77 years, male, white, stage:iiic, alive, 365 days	884.6
TCGA-AA-3980-01A	89 years, female, stage:i, alive, 822 days	883.3
TCGA-CA-5256-01A	54 years, female, asian, stage:iia, alive, 379 days	864.7
TCGA-CM-6172-01A	70 years, female, white, stage:iiib, alive, 335 days	862.0
TCGA-D5-6920-01A	77 years, female, white, stage:iia, alive, 377 days	852.8
TCGA-AU-3779-01A	80 years, female, white, stage:iia, alive, 441 days	852.5
TCGA-G4-6625-01A	77 years, female, white, stage:iia, alive, 2792 days	852.5
TCGA-AA-A00D-01A	70 years, male, stage:i, alive, 578 days	852.0
TCGA-CK-4950-01A	68 years, female, black or african american, stage:iiib, alive, 2599 days	851.4
TCGA-F4-6806-01A	59 years, female, white, stage:i, alive, 1260 days	850.3
TCGA-A6-4105-01A	79 years, male, white, stage:iia, dead, 442 days	846.8
TCGA-AY-6386-01A	66 years, female, black or african american, stage:iiib, alive, 542 days	841.1
TCGA-AA-3856-01A	59 years, male, stage:iia, alive, 30 days	841.0
TCGA-D5-6529-01A	69 years, male, white, stage:iia, alive, 614 days	833.2
TCGA-G4-6586-01A	74 years, female, white, stage:iia, alive, 1089 days	832.4
TCGA-AA-A00N-01A	75 years, male, stage:iib, dead, 122 days	830.7
TCGA-CM-6168-01A	84 years, female, black or african american, stage:iia, alive, 395 days	829.6
TCGA-AA-3509-01A	54 years, female, stage:ii, alive, 1915 days	827.8
TCGA-AZ-6605-01A	78 years, male, white, stage:iiib, dead, 159 days	826.6
TCGA-CM-5864-01A	60 years, male, white, stage:i, alive, 457 days	826.1
TCGA-A6-2685-01A	48 years, female, black or african american, stage:iia, alive, 1133 days	817.9
TCGA-F4-6704-01A	60 years, male, american indian or alaska native, stage:iiic, alive, 47 days	815.5
TCGA-AA-3956-01A	65 years, male, stage:iia, alive, 1035 days	811.6
TCGA-AA-3982-01A	75 years, male, stage:iiib, alive, 822 days	810.8
TCGA-AA-3966-01A	89 years, female, stage:iia, alive, 61 days	805.3
TCGA-DM-A0X9-01A	71 years, female, white, stage:iia, alive, 3641 days	802.6
TCGA-G4-6588-01A	58 years, female, white, stage:iia, alive, 796 days	800.2
TCGA-AA-3519-01A	63 years, male, stage:iii, alive, 276 days	795.0
TCGA-CA-5797-01A	56 years, male, asian, stage:iia, alive, 383 days	793.3
TCGA-AA-3530-01A	80 years, male, stage:i, alive, 580 days	792.2
TCGA-AA-3979-01A	84 years, male, stage:iia, alive, 730 days	790.8
TCGA-A6-2686-01A	81 years, female, white, stage:iia, dead, 1126 days	790.1
TCGA-AA-A00R-01A	64 years, female, stage:i, alive, 30 days	789.9
TCGA-D5-6532-01A	61 years, male, white, stage:iia, alive, 555 days	786.6
TCGA-F4-6807-01A	51 years, female, white, stage:iiic, alive, 1309 days	784.8
TCGA-AA-3855-01A	72 years, male, stage:i, alive, 975 days	770.8
TCGA-QG-A5YX-01A	61 years, female, black or african american, stage:iia, alive, 1003 days	765.4
TCGA-AA-3496-01A	83 years, female, stage:ii, alive, 31 days	765.0
TCGA-DM-A1DB-01A	68 years, male, white, stage:iia, dead, 1348 days	764.5
TCGA-D5-6535-01A	80 years, female, white, stage:iiib, alive, 460 days	761.7
TCGA-CK-6747-01A	87 years, female, white, stage:iia, alive, 2523 days	761.2
TCGA-CM-6680-01A	78 years, female, white, stage:iiib, alive, 366 days	760.9
TCGA-AA-3555-01A	81 years, female, stage:iia, alive, 911 days	760.1
TCGA-G4-6304-01A	66 years, female, white, stage:iib, alive, 1631 days	758.9
TCGA-AA-3955-01A	38 years, male, stage:iiib, alive, 638 days	758.8
TCGA-AA-3818-01A	78 years, female, stage:iia, dead, 30 days	758.8
TCGA-AA-3994-01A	69 years, male, stage:iiib, alive, 822 days	754.5
TCGA-AA-3842-01A	51 years, male, stage:iiia, alive, 1126 days	754.5
TCGA-AA-3489-01A	75 years, male, stage:ii, dead, 214 days	754.0
TCGA-AA-3811-01A	84 years, female, stage:iii, dead, 306 days	753.3
TCGA-G4-6299-01A	69 years, male, white, stage:iiic, alive, 2268 days	752.7
TCGA-G4-6306-01A	71 years, male, white, alive, 1359 days	752.1
TCGA-AA-A00L-01A	66 years, male, stage:iia, alive, 1157 days	750.4
TCGA-A6-4107-01A	57 years, female, white, stage:iiib, alive, 987 days	748.4
TCGA-NH-A6GB-01A	71 years, female, black or african american, stage:iiic, alive, 476 days	747.0
TCGA-AZ-6603-01A	77 years, female, white, dead, 899 days	744.6
TCGA-AZ-6607-01A	69 years, male, white, stage:iv, dead, 97 days	740.1
TCGA-CM-5348-01A	72 years, male, white, stage:iiib, alive, 699 days	738.3
TCGA-AA-3952-01A	68 years, male, stage:iiic, dead, 61 days	737.2
TCGA-AZ-6600-01A	64 years, male, black or african american, stage:iv, dead, 368 days	736.4
TCGA-AA-A029-01A	67 years, male, stage:ii, alive, 1581 days	731.7
TCGA-F4-6805-01A	58 years, female, white, stage:iia, alive, 1047 days	730.8
TCGA-A6-2682-01A	70 years, male, white, stage:iv, dead, 424 days	727.0
TCGA-D5-6924-01A	68 years, male, white, stage:iia, alive, 435 days	726.9
TCGA-AA-3660-01A	51 years, female, stage:ii, alive, 2375 days	726.7
TCGA-AA-3502-01A	73 years, male, stage:i, alive, 1065 days	725.1
TCGA-A6-6781-01B	43 years, male, white, stage:iiic, alive, 598 days	724.4
TCGA-A6-6137-01A	55 years, male, white, stage:iiib, alive, 824 days	722.0
TCGA-CK-6751-01A	88 years, female, white, stage:i, alive, 3780 days	721.2
TCGA-CM-4750-01A	34 years, female, white, stage:iiia, alive, 244 days	720.2
TCGA-CM-6164-01A	46 years, female, white, stage:iia, alive, 883 days	717.6
TCGA-AA-3664-01A	74 years, female, stage:ii, alive, 1643 days	715.5
TCGA-D5-6539-01A	45 years, female, white, alive, 380 days	712.7
TCGA-WS-AB45-01A	female, black or african american, stage:iia, alive, 2130 days	710.8
TCGA-CM-6167-01A	57 years, female, black or african american, stage:iiic, alive, 456 days	708.3
TCGA-AZ-4682-01B	61 years, male, white, stage:iva, dead, 680 days	706.8
TCGA-A6-2675-01A	78 years, male, white, stage:iia, alive, 1321 days	705.7
TCGA-CK-5916-01A	71 years, female, white, stage:i, dead, 643 days	698.8
TCGA-CM-6163-01A	74 years, male, white, stage:i, alive, 90 days	698.2
TCGA-AD-5900-01A	67 years, male, white, stage:i, alive, 370 days	698.0
TCGA-AA-3968-01A	55 years, female, stage:i, alive, 669 days	697.8
TCGA-D5-6530-01A	53 years, male, white, stage:i, alive, 621 days	694.4
TCGA-DM-A0XF-01A	68 years, female, white, stage:iiic, dead, 1162 days	691.1
TCGA-AD-6963-01A	58 years, male, white, alive, 834 days	689.4
TCGA-AZ-4323-01A	37 years, male, white, stage:iv, dead, 43 days	688.4
TCGA-D5-5537-01A	83 years, male, white, dead, 1381 days	677.5
TCGA-G4-6628-01A	78 years, male, white, stage:i, alive, 2424 days	676.1
TCGA-AA-3672-01A	90 years, female, stage:iii, alive, 28 days	673.0
TCGA-AA-3851-01A	74 years, male, stage:iia, alive, 1006 days	671.7
TCGA-CM-4751-01A	62 years, male, white, stage:iiib, alive, 822 days	666.6
TCGA-AA-3679-01A	59 years, male, stage:iv, alive, 457 days	659.3
TCGA-AA-3989-01A	84 years, male, stage:iv, dead, 242 days	656.8
TCGA-A6-6649-01A	66 years, male, white, stage:iiib, alive, 735 days	656.0
TCGA-AY-5543-01A	65 years, female, black or african american, stage:iva, alive, 1004 days	654.6
TCGA-AA-A024-01A	81 years, male, stage:ii, dead, 1188 days	647.1
TCGA-A6-6140-01A	62 years, male, white, stage:iia, alive, 734 days	645.3
TCGA-CM-6679-01A	58 years, male, white, stage:iia, alive, 306 days	642.8
TCGA-AA-3562-01A	82 years, male, stage:iiic, alive, 608 days	642.7
TCGA-G4-6295-01A	70 years, female, white, stage:ii, alive, 254 days	642.4
TCGA-AA-3854-01A	71 years, female, stage:i, alive, 1096 days	638.8
TCGA-AA-3976-01A	70 years, male, stage:iiia, alive, 791 days	637.8
TCGA-D5-5541-01A	63 years, male, white, stage:iiib, alive, 1701 days	636.3
TCGA-AA-3833-01A	63 years, female, stage:iia, alive, 485 days	634.4
TCGA-AD-6965-01A	62 years, male, white, stage:iiic, alive, 805 days	634.2
TCGA-A6-A5ZU-01A	59 years, male, black or african american, stage:iiib, alive, 293 days	634.1
TCGA-AD-6890-01A	65 years, male, white, alive, 746 days	630.3
TCGA-AA-3688-01A	80 years, male, stage:iv, alive, 578 days	627.8
TCGA-DM-A1D7-01A	82 years, male, white, stage:iia, dead, 405 days	624.8
TCGA-AA-3692-01A	47 years, female, stage:iv, dead, 1095 days	623.6
TCGA-AA-3713-01A	68 years, male, stage:iv, alive, 579 days	613.9
TCGA-AA-3553-01A	61 years, female, stage:i, alive, 730 days	613.0
TCGA-AA-A00K-01A	79 years, male, stage:iia, alive, 549 days	612.4
TCGA-A6-6651-01A	55 years, female, white, stage:iiib, alive, 662 days	611.8
TCGA-A6-6782-01A	82 years, male, white, stage:iib, alive, 617 days	611.7
TCGA-G4-6323-01A	50 years, male, black or african american, stage:ia, alive, 419 days	608.3
TCGA-G4-6294-01A	76 years, male, white, stage:iv, dead, 858 days	604.3
TCGA-AA-A01I-01A	76 years, male, stage:i, alive, 943 days	603.6
TCGA-AA-3697-01A	77 years, male, stage:ii, alive, 2587 days	603.3
TCGA-AD-6901-01A	78 years, male, white, dead, 682 days	603.0
TCGA-CM-5863-01A	60 years, female, white, stage:iiib, alive, 457 days	600.1
TCGA-AA-3870-01A	71 years, female, stage:iv, alive, 912 days	599.9
TCGA-AA-3864-01A	71 years, male, stage:ii, alive, 1612 days	596.6
TCGA-QG-A5YV-01A	64 years, female, black or african american, stage:iiic, alive, 1301 days	596.0
TCGA-AY-6197-01A	60 years, male, white, stage:iia, alive, 652 days	594.0
TCGA-CA-6717-01A	57 years, male, asian, stage:iia, alive, 388 days	593.8
TCGA-F4-6461-01A	41 years, female, white, stage:iiic, dead, 338 days	590.6
TCGA-A6-5664-01A	80 years, male, black or african american, stage:iiic, alive, 672 days	589.7
TCGA-DM-A28E-01A	72 years, female, white, stage:iia, alive, 3648 days	589.0
TCGA-AA-3972-01A	72 years, male, stage:iv, alive, 1551 days	587.7
TCGA-A6-5662-01A	46 years, male, white, stage:iva, alive, 718 days	584.4
TCGA-G4-6302-01A	90 years, female, white, stage:iia, dead, 2047 days	583.9
TCGA-AZ-6598-01A	77 years, female, white, stage:ii, dead, 1503 days	578.5
TCGA-G4-6322-01A	65 years, male, white, stage:iiib, alive, 792 days	577.1
TCGA-DM-A288-01A	68 years, male, white, stage:iiic, dead, 427 days	577.0
TCGA-CA-6719-01A	77 years, male, asian, stage:iia, alive, 435 days	574.9
TCGA-A6-2680-01A	72 years, female, black or african american, stage:ii, alive, 1068 days	573.2
TCGA-AA-A02K-01A	50 years, male, stage:iv, dead, 426 days	571.3
TCGA-AY-A71X-01A	54 years, female, black or african american, stage:i, alive, 588 days	570.7
TCGA-AZ-4315-01A	61 years, male, white, stage:iia, alive, 1776 days	570.5
TCGA-F4-6569-01A	60 years, male, white, stage:i, alive, 1087 days	568.9
TCGA-AA-3560-01A	72 years, female, stage:iiic, alive, 608 days	564.9
TCGA-F4-6463-01A	51 years, male, white, stage:iia, alive, 1087 days	563.6
TCGA-CM-6675-01A	35 years, male, black or african american, stage:ivb, alive, 397 days	562.1
TCGA-AA-3675-01A	84 years, male, stage:ii, alive, 1431 days	561.2
TCGA-DM-A0XD-01A	65 years, male, white, stage:iia, dead, 743 days	558.1
TCGA-AA-3511-01A	64 years, male, stage:ii, alive, 212 days	555.5
TCGA-D5-6929-01A	49 years, female, white, stage:iv, alive, 408 days	554.8
TCGA-F4-6808-01A	54 years, female, white, stage:i, alive, 1024 days	553.2
TCGA-G4-6309-01A	40 years, female, black or african american, stage:iiib, alive, 2600 days	547.7
TCGA-AA-A01V-01A	59 years, male, stage:i, alive, 31 days	544.8
TCGA-NH-A50U-01A	42 years, male, black or african american, stage:iva, dead, 334 days	544.5
TCGA-A6-5666-01A	78 years, male, white, stage:iic, alive, 995 days	544.4
TCGA-D5-6927-01A	34 years, male, white, stage:iia, alive, 287 days	543.2
TCGA-AZ-6599-01A	72 years, male, white, stage:i, dead, 206 days	542.3
TCGA-A6-6141-01A	31 years, male, black or african american, stage:iia, alive, 255 days	540.9
TCGA-AA-A01K-01A	74 years, female, stage:iiic, alive, 943 days	538.3
TCGA-A6-6648-01A	56 years, male, white, stage:iva, alive, 766 days	537.9
TCGA-D5-5539-01A	60 years, male, white, stage:iiia, alive, 596 days	536.3
TCGA-CM-5349-01A	68 years, female, white, stage:iia, alive, 915 days	533.0
TCGA-AA-A00O-01A	83 years, female, stage:iiic, alive, 822 days	532.8
TCGA-A6-6780-01A	74 years, male, white, stage:iia, alive, 612 days	532.4
TCGA-AD-6888-01A	73 years, male, white, stage:iiib, dead, 472 days	528.6
TCGA-A6-5657-01A	65 years, male, black or african american, stage:iiib, alive, 962 days	527.8
TCGA-CK-5913-01A	58 years, female, white, stage:iia, alive, 1561 days	527.0
TCGA-CM-5868-01A	59 years, female, white, stage:iva, alive, 518 days	524.4
TCGA-AA-3663-01A	42 years, male, stage:ii, alive, 212 days	524.1
TCGA-AA-3549-01A	69 years, male, stage:i, alive, 639 days	523.2
TCGA-DM-A1HB-01A	75 years, male, white, stage:iiib, alive, 4126 days	515.3
TCGA-A6-2676-01A	75 years, female, white, stage:iib, dead, 1305 days	514.2
TCGA-AY-4070-01A	51 years, female, black or african american, stage:iiic, dead, 496 days	513.7
TCGA-D5-6536-01A	73 years, male, white, stage:iia, alive, 543 days	512.6
TCGA-CM-6165-01A	74 years, male, white, stage:iia, alive, 488 days	510.9
TCGA-A6-2684-01C	75 years, female, white, stage:i, alive, 1127 days	509.8
TCGA-D5-6537-01A	64 years, male, white, stage:iiib, dead, 146 days	508.1
TCGA-AZ-4684-01A	50 years, male, white, stage:iva, alive, 1977 days	505.3
TCGA-DM-A282-01A	61 years, female, white, stage:iia, alive, 4233 days	504.6
TCGA-G4-6311-01A	80 years, male, white, stage:iii, alive, 1199 days	502.6
TCGA-CM-6677-01A	75 years, female, white, stage:iia, alive, 337 days	500.6
TCGA-AZ-5403-01A	43 years, male, white, stage:ii, dead, 1910 days	500.4
TCGA-AZ-5407-01A	51 years, female, white, stage:i, alive, 2683 days	498.9
TCGA-AA-A01F-01A	72 years, male, stage:iiib, alive, 974 days	497.8
TCGA-DM-A1HA-01A	82 years, male, white, stage:iiic, alive, 4000 days	495.6
TCGA-T9-A92H-01A	82 years, male, black or african american, stage:iia, alive, 362 days	493.6
TCGA-AA-A02E-01A	82 years, female, stage:iv, dead, 90 days	493.3
TCGA-DM-A28K-01A	75 years, male, white, stage:iia, alive, 2988 days	493.0
TCGA-AA-3517-01A	60 years, male, stage:iia, alive, 1186 days	487.3
TCGA-5M-AAT6-01A	40 years, female, black or african american, stage:iv, dead, 290 days	486.5
TCGA-A6-5665-01A	84 years, female, white, stage:iia, alive, 671 days	481.4
TCGA-AA-3678-01A	60 years, female, stage:iii, alive, 1430 days	480.3
TCGA-AY-A54L-01A	74 years, female, black or african american, stage:i, alive, 525 days	479.5
TCGA-NH-A6GA-01A	58 years, male, black or african american, stage:iiic, dead, 302 days	478.2
TCGA-AA-A03J-01A	65 years, female, stage:i, alive, 1246 days	477.2
TCGA-DM-A28A-01A	78 years, male, white, stage:iiic, dead, 805 days	477.0
TCGA-AM-5820-01A	60 years, female, white, stage:iva, alive, 14 days	476.5
TCGA-AA-A01C-01A	75 years, male, stage:iiia, alive, 457 days	475.4
TCGA-AA-3837-01A	67 years, male, stage:iia, alive, 1186 days	473.0
TCGA-AA-A02H-01A	74 years, female, stage:iv, dead, 61 days	472.0
TCGA-CM-6678-01A	63 years, female, white, stage:iva, alive, 335 days	471.5
TCGA-AA-A00W-01A	80 years, male, stage:i, alive, 456 days	471.4
TCGA-A6-2679-01A	73 years, female, white, stage:iib, alive, 1366 days	470.8
TCGA-AA-3819-01A	41 years, female, stage:iia, alive, 761 days	468.4
TCGA-DM-A1DA-01A	71 years, female, white, stage:iiic, dead, 228 days	466.9
TCGA-AA-3532-01A	63 years, male, stage:iia, alive, 882 days	466.2
TCGA-NH-A8F8-01A	79 years, male, black or african american, stage:iv, dead, 511 days	462.4
TCGA-AA-3506-01A	77 years, male, stage:i, alive, 1765 days	462.2
TCGA-AA-3554-01A	62 years, female, stage:iia, alive, 546 days	461.7
TCGA-AA-A01G-01A	63 years, male, stage:iia, alive, 365 days	460.3
TCGA-AA-3544-01A	68 years, male, stage:i, alive, 426 days	459.8
TCGA-AA-3531-01A	75 years, female, stage:iia, alive, 1035 days	457.7
TCGA-DM-A1D6-01A	88 years, male, white, stage:iia, dead, 1518 days	457.3
TCGA-F4-6809-01A	52 years, female, white, stage:iva, dead, 403 days	456.7
TCGA-CM-6170-01A	73 years, female, white, stage:i, alive, 457 days	454.4
TCGA-AA-A00Z-01A	70 years, male, stage:iia, alive, 669 days	452.5
TCGA-AA-3680-01A	67 years, female, stage:iv, dead, 335 days	451.7
TCGA-A6-3809-01A	71 years, female, white, stage:iib, alive, 996 days	451.1
TCGA-AA-3858-01A	67 years, male, stage:i, alive, 945 days	450.6
TCGA-AA-3538-01A	54 years, female, stage:i, alive, 791 days	449.4
TCGA-AA-A01D-01A	47 years, female, stage:iiic, dead, 334 days	449.4
TCGA-D5-6533-01A	68 years, female, white, alive, 775 days	449.4
TCGA-F4-6855-01A	70 years, female, white, stage:iia, alive, 1442 days	448.8
TCGA-CM-5862-01A	80 years, male, white, stage:iva, dead, 153 days	448.8
TCGA-DM-A1D8-01A	50 years, female, white, dead, 383 days	444.7
TCGA-D5-6926-01A	65 years, male, white, stage:iiib, alive, 275 days	443.7
TCGA-AA-3867-01A	74 years, male, stage:iv, alive, 731 days	441.9
TCGA-AZ-4614-01A	71 years, female, white, stage:iva, dead, 172 days	436.8
TCGA-A6-5656-01B	74 years, male, white, stage:i, alive, 1001 days	433.8
TCGA-A6-2672-01B	82 years, female, white, stage:iiib, alive, 1419 days	429.4
TCGA-G4-6315-01A	66 years, male, white, stage:iv, alive, 1883 days	428.2
TCGA-AZ-6608-01A	55 years, female, white, stage:iiia, dead, 59 days	424.6
TCGA-CA-6715-01A	63 years, male, asian, stage:iiib, alive, 383 days	424.6
TCGA-DM-A28M-01A	63 years, male, white, stage:iia, alive, 2895 days	423.5
TCGA-AY-A69D-01A	55 years, female, black or african american, stage:iia, alive, 543 days	419.3
TCGA-4T-AA8H-01A	42 years, female, black or african american, stage:iia, alive, 385 days	418.2
TCGA-AA-3831-01A	66 years, male, stage:iia, alive, 547 days	418.2
TCGA-AA-3673-01A	53 years, female, stage:ii, alive, 1522 days	418.1
TCGA-AA-A00F-01A	66 years, male, stage:iiic, alive, 1035 days	415.9
TCGA-AA-A00Q-01A	66 years, female, stage:iiib, alive, 1278 days	415.2
TCGA-A6-6650-01A	69 years, female, black or african american, stage:iia, alive, 627 days	414.0
TCGA-AA-3548-01A	71 years, female, stage:iiic, alive, 1034 days	412.1
TCGA-D5-6898-01A	51 years, female, white, stage:i, alive, 229 days	410.1
TCGA-AA-A004-01A	76 years, male, stage:iia, alive, 424 days	406.1
TCGA-D5-5540-01A	73 years, male, white, stage:iia, alive, 1706 days	405.8
TCGA-A6-5659-01A	82 years, male, white, stage:i, alive, 926 days	398.8
TCGA-F4-6459-01A	61 years, female, white, stage:iiib, dead, 262 days	397.6
TCGA-3L-AA1B-01A	61 years, female, black or african american, stage:i, alive, 475 days	393.5
TCGA-AA-3841-01A	66 years, male, stage:iia, alive, 1124 days	393.1
TCGA-D5-6922-01A	76 years, male, white, stage:iiia, alive, 308 days	389.3
TCGA-AA-A010-01A	46 years, female, stage:iib, alive, 1064 days	387.3
TCGA-AY-A8YK-01A	44 years, male, black or african american, stage:iva, alive, 573 days	385.2
TCGA-AA-3518-01A	81 years, female, stage:iia, alive, 31 days	382.7
TCGA-AA-3975-01A	80 years, male, stage:i, alive, 1036 days	381.9
TCGA-CM-4748-01A	53 years, male, white, stage:iiib, alive, 792 days	381.1
TCGA-A6-6652-01A	59 years, male, black or african american, stage:iva, alive, 751 days	376.3
TCGA-CM-4746-01A	61 years, male, black or african american, stage:i, alive, 1126 days	374.3
TCGA-QL-A97D-01A	84 years, female, black or african american, stage:i, alive, 666 days	372.3
TCGA-D5-6923-01A	57 years, male, white, stage:i, alive, 378 days	370.7
TCGA-CM-5344-01A	39 years, female, white, stage:iiib, alive, 670 days	367.6
TCGA-D5-5538-01A	60 years, female, white, stage:iiib, dead, 1661 days	362.6
TCGA-G4-6320-01A	73 years, male, white, stage:iii, alive, 804 days	361.4
TCGA-F4-6854-01A	77 years, female, white, stage:iia, alive, 16 days	360.3
TCGA-F4-6460-01A	51 years, female, white, stage:iiib, dead, 972 days	360.1
TCGA-A6-6142-01A	56 years, female, white, stage:iva, alive, 763 days	358.0
TCGA-AZ-4308-01A	47 years, female, white, stage:iiib, alive, 3324 days	357.4
TCGA-A6-2681-01A	73 years, female, white, stage:iia, alive, 1387 days	355.5
TCGA-G4-6314-01A	76 years, female, white, stage:iv, alive, 1093 days	347.4
TCGA-AD-A5EK-01A	51 years, male, black or african american, stage:i, alive, 500 days	346.4
TCGA-A6-5660-01A	73 years, male, black or african american, stage:iiic, alive, 888 days	344.9
TCGA-DM-A1D4-01A	80 years, male, white, stage:iia, dead, 2821 days	344.8
TCGA-A6-5667-01A	40 years, female, white, stage:iiib, alive, 887 days	344.2
TCGA-AA-3534-01A	78 years, female, stage:iia, alive, 882 days	342.8
TCGA-AA-3812-01A	82 years, female, stage:iia, alive, 1066 days	340.8
TCGA-AA-3973-01A	69 years, male, stage:iv, alive, 397 days	338.6
TCGA-AZ-6601-01A	68 years, male, white, stage:ii, dead, 3042 days	337.7
TCGA-AA-A02J-01A	70 years, female, stage:iv, dead, 153 days	337.5
TCGA-NH-A6GC-01A	66 years, female, black or african american, stage:ivb, alive, 389 days	336.1
TCGA-CK-4948-01B	45 years, female, white, stage:iii, alive, 4502 days	334.3
TCGA-CK-6748-01A	45 years, female, white, stage:iv, alive, 61 days	332.7
TCGA-DM-A28C-01A	74 years, male, white, stage:iia, dead, 2475 days	330.3
TCGA-NH-A50T-01A	68 years, female, black or african american, stage:iia, alive, 553 days	329.1
TCGA-AA-A00J-01A	80 years, male, stage:iiib, alive, 549 days	328.4
TCGA-DM-A1D9-01A	67 years, female, white, stage:iia, alive, 4270 days	327.7
TCGA-AA-A02F-01A	68 years, female, stage:iv, alive, 1216 days	326.6
TCGA-G4-6310-01A	69 years, male, white, stage:iiib, alive, 1935 days	326.2
TCGA-NH-A5IV-01A	90 years, female, black or african american, stage:iia, alive, 588 days	321.0
TCGA-AA-3510-01A	70 years, male, stage:ii, alive, 1946 days	318.4
TCGA-DM-A28G-01A	75 years, male, white, stage:iia, dead, 1849 days	315.4
TCGA-CM-6166-01A	48 years, female, white, stage:i, alive, 669 days	311.9
TCGA-AA-A02W-01A	73 years, female, stage:i, alive, 1247 days	308.6
TCGA-AZ-4313-01A	51 years, female, white, stage:i, alive, 2310 days	307.5
TCGA-AA-A01Q-01A	48 years, female, stage:ii, alive, 31 days	295.1
TCGA-RU-A8FL-01A	51 years, male, black or african american, stage:iiib, alive, 1177 days	293.4
TCGA-AA-A00E-01A	65 years, male, stage:iia, alive, 913 days	292.1
TCGA-AA-A01Z-01A	68 years, male, stage:ii, alive, 1126 days	290.5
TCGA-CA-6716-01A	65 years, male, asian, stage:iia, alive, 371 days	288.7
TCGA-4N-A93T-01A	67 years, male, black or african american, stage:iiib, alive, 146 days	286.3
TCGA-AA-3494-01A	55 years, male, stage:iv, alive, 31 days	285.8
TCGA-A6-A567-01A	56 years, male, black or african american, stage:iv, dead, 1881 days	282.7
TCGA-DM-A285-01A	71 years, female, white, stage:iv, dead, 179 days	279.5
TCGA-G4-6626-01A	90 years, male, white, stage:iia, dead, 1422 days	277.2
TCGA-AA-A02O-01A	82 years, male, stage:ii, alive, 28 days	276.8
TCGA-G4-6317-01A	51 years, female, white, stage:iiic, alive, 1095 days	265.1
TCGA-AA-3488-01A	58 years, male, stage:iv, dead, 153 days	263.7
TCGA-AA-A01S-01A	47 years, female, stage:iii, alive, 31 days	261.5
TCGA-A6-2671-01A	85 years, male, white, stage:iv, dead, 1331 days	260.8
TCGA-AA-A01T-01A	63 years, female, stage:iii, alive, 1005 days	259.5
TCGA-AA-A00U-01A	50 years, male, stage:iiib, alive, 518 days	258.5
TCGA-5M-AATE-01A	76 years, male, black or african american, stage:iia, alive, 1200 days	254.2
TCGA-AA-3667-01A	36 years, female, stage:i, alive, 426 days	252.9
TCGA-NH-A8F7-01A	53 years, female, black or african american, stage:iia, alive, 543 days	250.4
TCGA-AA-A017-01A	57 years, female, stage:iia, alive, 457 days	241.7
TCGA-AA-3848-01A	82 years, female, stage:iiic, dead, 306 days	241.2
TCGA-AA-A03F-01A	90 years, female, stage:iii, dead, 549 days	236.2
TCGA-5M-AAT4-01A	74 years, male, black or african american, stage:iv, dead, 49 days	227.1
TCGA-G4-6303-01A	54 years, female, white, stage:iv, dead, 2003 days	224.4
TCGA-QG-A5YW-01A	55 years, female, black or african american, stage:iiic, alive, 896 days	216.9
TCGA-A6-2677-01B	68 years, female, white, stage:iiic, dead, 740 days	215.1
TCGA-CM-6676-01A	82 years, male, white, stage:i, alive, 337 days	212.8
TCGA-A6-A56B-01A	57 years, male, black or african american, stage:iiib, dead, 1711 days	206.4
TCGA-QG-A5Z1-01A	71 years, male, black or african american, stage:iiib, dead, 256 days	203.1
TCGA-D5-6538-01A	79 years, female, white, stage:iiib, alive, 521 days	202.7
TCGA-A6-6653-01A	82 years, male, white, stage:i, alive, 742 days	201.0
TCGA-NH-A50V-01A	69 years, male, black or african american, stage:iiib, alive, 588 days	195.9
TCGA-CK-4952-01A	48 years, female, white, stage:iiic, alive, 475 days	192.4
TCGA-AA-3696-01A	75 years, female, stage:iv, dead, 153 days	190.6
TCGA-DM-A28H-01A	50 years, male, white, stage:iiic, alive, 3561 days	184.9
TCGA-G4-6298-01A	90 years, male, black or african american, stage:iiib, dead, 715 days	174.5
TCGA-AA-A01R-01A	47 years, male, stage:iii, alive, 1065 days	172.9
TCGA-AA-A01X-01A	80 years, female, stage:iii, alive, 791 days	166.6
TCGA-AA-3514-01A	81 years, female, stage:i, alive, 31 days	165.0
TCGA-CM-4747-01A	47 years, male, white, stage:iva, alive, 761 days	157.4
TCGA-AA-3542-01A	69 years, male, stage:iiic, alive, 395 days	145.9
TCGA-A6-2683-01A	57 years, female, white, stage:iv, dead, 504 days	140.5
TCGA-SS-A7HO-01A	44 years, female, black or african american, stage:iib, alive, 1829 days	139.0
TCGA-DM-A1D0-01A	79 years, female, white, stage:iia, alive, 3974 days	135.4
TCGA-G4-6307-01A	37 years, female, white, stage:iiib, alive, 1674 days	133.5
TCGA-D5-6932-01A	69 years, male, white, stage:iia, alive, 346 days	124.1
TCGA-DM-A28F-01A	73 years, male, white, stage:iiib, dead, 1094 days	74.6
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