Expression of RALB 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: 23.23
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

29.8

Number of samples

438

Samples

Sample	Description	FPKM
TCGA-AA-3710-01A	80 years, female, stage:iia, alive, 821 days	63.8
TCGA-AM-5821-01A	68 years, female, white, stage:iia, alive, 28 days	62.4
TCGA-G4-6321-01A	60 years, female, white, stage:iii, alive, 672 days	60.7
TCGA-AM-5820-01A	60 years, female, white, stage:iva, alive, 14 days	55.0
TCGA-AZ-6607-01A	69 years, male, white, stage:iv, dead, 97 days	53.6
TCGA-AA-3941-01A	84 years, female, stage:iva, alive, 730 days	52.4
TCGA-A6-2678-01A	43 years, female, white, stage:iiib, alive, 1286 days	51.6
TCGA-A6-3807-01A	53 years, female, white, stage:iiic, alive, 1054 days	50.9
TCGA-AD-6963-01A	58 years, male, white, alive, 834 days	49.8
TCGA-A6-5661-01A	80 years, female, black or african american, stage:iia, alive, 1020 days	49.6
TCGA-AA-A01I-01A	76 years, male, stage:i, alive, 943 days	48.9
TCGA-AA-3979-01A	84 years, male, stage:iia, alive, 730 days	48.7
TCGA-A6-3810-01A	63 years, male, white, stage:iia, alive, 1111 days	48.6
TCGA-QG-A5YX-01A	61 years, female, black or african american, stage:iia, alive, 1003 days	47.7
TCGA-D5-5541-01A	63 years, male, white, stage:iiib, alive, 1701 days	47.3
TCGA-AD-6895-01A	84 years, male, white, stage:iiib, alive, 763 days	46.7
TCGA-CM-4743-01A	69 years, male, white, stage:iia, alive, 701 days	45.4
TCGA-AY-4070-01A	51 years, female, black or african american, stage:iiic, dead, 496 days	44.8
TCGA-CA-6718-01A	46 years, male, asian, stage:iia, dead, 306 days	44.7
TCGA-D5-6534-01A	62 years, female, white, stage:iia, alive, 1316 days	44.6
TCGA-CM-6675-01A	35 years, male, black or african american, stage:ivb, alive, 397 days	44.5
TCGA-AA-3679-01A	59 years, male, stage:iv, alive, 457 days	44.1
TCGA-AA-3554-01A	62 years, female, stage:iia, alive, 546 days	43.5
TCGA-CK-4951-01A	79 years, female, white, stage:iia, dead, 2134 days	43.3
TCGA-CM-6161-01A	36 years, female, white, stage:i, alive, 457 days	43.2
TCGA-AA-3971-01A	58 years, male, stage:iii, alive, 489 days	42.5
TCGA-AA-3655-01A	68 years, male, stage:ii, alive, 1856 days	42.4
TCGA-D5-6535-01A	80 years, female, white, stage:iiib, alive, 460 days	42.3
TCGA-F4-6703-01A	64 years, male, white, stage:iia, alive, 1456 days	42.3
TCGA-AY-5543-01A	65 years, female, black or african american, stage:iva, alive, 1004 days	42.1
TCGA-F4-6459-01A	61 years, female, white, stage:iiib, dead, 262 days	41.9
TCGA-AA-3862-01A	82 years, male, stage:iia, alive, 914 days	41.9
TCGA-AA-3968-01A	55 years, female, stage:i, alive, 669 days	41.7
TCGA-NH-A6GA-01A	58 years, male, black or african american, stage:iiic, dead, 302 days	41.7
TCGA-CK-5913-01A	58 years, female, white, stage:iia, alive, 1561 days	41.6
TCGA-CM-6164-01A	46 years, female, white, stage:iia, alive, 883 days	41.6
TCGA-AZ-6601-01A	68 years, male, white, stage:ii, dead, 3042 days	41.5
TCGA-CK-5916-01A	71 years, female, white, stage:i, dead, 643 days	41.1
TCGA-CA-6715-01A	63 years, male, asian, stage:iiib, alive, 383 days	41.0
TCGA-D5-6539-01A	45 years, female, white, alive, 380 days	41.0
TCGA-G4-6627-01A	84 years, male, white, stage:iia, alive, 2275 days	40.9
TCGA-AA-3955-01A	38 years, male, stage:iiib, alive, 638 days	40.9
TCGA-AZ-6606-01A	81 years, male, white, stage:iv, dead, 357 days	40.8
TCGA-AA-3956-01A	65 years, male, stage:iia, alive, 1035 days	40.7
TCGA-AA-3972-01A	72 years, male, stage:iv, alive, 1551 days	40.6
TCGA-AA-3520-01A	86 years, female, stage:ii, alive, 731 days	40.5
TCGA-AA-3867-01A	74 years, male, stage:iv, alive, 731 days	40.2
TCGA-CM-4751-01A	62 years, male, white, stage:iiib, alive, 822 days	40.2
TCGA-AA-3870-01A	71 years, female, stage:iv, alive, 912 days	39.9
TCGA-CM-6170-01A	73 years, female, white, stage:i, alive, 457 days	39.7
TCGA-A6-2676-01A	75 years, female, white, stage:iib, dead, 1305 days	39.6
TCGA-AA-3860-01A	53 years, female, stage:iiib, alive, 945 days	39.6
TCGA-AZ-4615-01A	84 years, male, white, stage:iiib, alive, 1002 days	39.5
TCGA-AA-3681-01A	77 years, female, stage:iii, alive, 182 days	39.3
TCGA-CK-6748-01A	45 years, female, white, stage:iv, alive, 61 days	38.9
TCGA-CM-6163-01A	74 years, male, white, stage:i, alive, 90 days	38.9
TCGA-A6-6649-01A	66 years, male, white, stage:iiib, alive, 735 days	38.8
TCGA-DM-A1D0-01A	79 years, female, white, stage:iia, alive, 3974 days	38.8
TCGA-CM-6165-01A	74 years, male, white, stage:iia, alive, 488 days	38.7
TCGA-AA-3696-01A	75 years, female, stage:iv, dead, 153 days	38.4
TCGA-AA-3842-01A	51 years, male, stage:iiia, alive, 1126 days	38.4
TCGA-CK-4950-01A	68 years, female, black or african american, stage:iiib, alive, 2599 days	38.3
TCGA-D5-5538-01A	60 years, female, white, stage:iiib, dead, 1661 days	38.3
TCGA-AA-3552-01A	85 years, male, stage:iiic, dead, 396 days	38.3
TCGA-AU-3779-01A	80 years, female, white, stage:iia, alive, 441 days	38.1
TCGA-AA-A00O-01A	83 years, female, stage:iiic, alive, 822 days	38.1
TCGA-CM-6172-01A	70 years, female, white, stage:iiib, alive, 335 days	38.1
TCGA-G4-6309-01A	40 years, female, black or african american, stage:iiib, alive, 2600 days	37.8
TCGA-G4-6299-01A	69 years, male, white, stage:iiic, alive, 2268 days	37.8
TCGA-AA-3562-01A	82 years, male, stage:iiic, alive, 608 days	37.8
TCGA-CK-5912-01A	82 years, male, white, stage:i, dead, 1493 days	37.7
TCGA-D5-6537-01A	64 years, male, white, stage:iiib, dead, 146 days	37.6
TCGA-DM-A280-01A	70 years, female, white, stage:iia, dead, 236 days	37.5
TCGA-A6-5662-01A	46 years, male, white, stage:iva, alive, 718 days	37.5
TCGA-AA-3543-01A	84 years, male, stage:i, alive, 30 days	37.4
TCGA-AA-3846-01A	74 years, female, stage:iia, alive, 518 days	37.4
TCGA-AA-3947-01A	60 years, female, stage:iib, alive, 1004 days	37.4
TCGA-CK-5914-01A	81 years, male, white, stage:iiib, alive, 669 days	37.3
TCGA-5M-AATE-01A	76 years, male, black or african american, stage:iia, alive, 1200 days	37.1
TCGA-A6-6782-01A	82 years, male, white, stage:iib, alive, 617 days	37.1
TCGA-D5-6533-01A	68 years, female, white, alive, 775 days	37.0
TCGA-A6-6650-01A	69 years, female, black or african american, stage:iia, alive, 627 days	36.9
TCGA-A6-6654-01A	65 years, female, white, stage:iiib, alive, 726 days	36.8
TCGA-A6-6138-01A	61 years, male, white, stage:i, alive, 685 days	36.7
TCGA-AA-3930-01A	66 years, male, stage:iv, dead, 61 days	36.6
TCGA-A6-5667-01A	40 years, female, white, stage:iiib, alive, 887 days	36.6
TCGA-AA-3697-01A	77 years, male, stage:ii, alive, 2587 days	36.6
TCGA-AA-3866-01A	78 years, female, stage:i, alive, 518 days	36.5
TCGA-AA-3688-01A	80 years, male, stage:iv, alive, 578 days	36.5
TCGA-AA-3532-01A	63 years, male, stage:iia, alive, 882 days	36.2
TCGA-AZ-5403-01A	43 years, male, white, stage:ii, dead, 1910 days	36.1
TCGA-AD-6888-01A	73 years, male, white, stage:iiib, dead, 472 days	36.0
TCGA-AA-3877-01A	83 years, female, stage:i, alive, 943 days	35.9
TCGA-AA-3538-01A	54 years, female, stage:i, alive, 791 days	35.8
TCGA-DM-A1HA-01A	82 years, male, white, stage:iiic, alive, 4000 days	35.8
TCGA-AD-6899-01A	84 years, male, white, stage:iiic, dead, 176 days	35.6
TCGA-AA-3976-01A	70 years, male, stage:iiia, alive, 791 days	35.6
TCGA-CA-6719-01A	77 years, male, asian, stage:iia, alive, 435 days	35.5
TCGA-AA-3673-01A	53 years, female, stage:ii, alive, 1522 days	35.5
TCGA-CM-5341-01A	82 years, female, white, stage:iiia, alive, 884 days	35.5
TCGA-D5-5537-01A	83 years, male, white, dead, 1381 days	35.4
TCGA-DM-A28F-01A	73 years, male, white, stage:iiib, dead, 1094 days	35.4
TCGA-D5-6920-01A	77 years, female, white, stage:iia, alive, 377 days	35.1
TCGA-CK-4947-01B	46 years, female, white, stage:iiib, alive, 534 days	35.1
TCGA-F4-6807-01A	51 years, female, white, stage:iiic, alive, 1309 days	34.9
TCGA-F4-6805-01A	58 years, female, white, stage:iia, alive, 1047 days	34.8
TCGA-AA-3851-01A	74 years, male, stage:iia, alive, 1006 days	34.7
TCGA-AY-A8YK-01A	44 years, male, black or african american, stage:iva, alive, 573 days	34.7
TCGA-CM-6168-01A	84 years, female, black or african american, stage:iia, alive, 395 days	34.7
TCGA-CA-5255-01A	45 years, male, asian, stage:iia, alive, 376 days	34.7
TCGA-A6-6652-01A	59 years, male, black or african american, stage:iva, alive, 751 days	34.7
TCGA-CA-5797-01A	56 years, male, asian, stage:iia, alive, 383 days	34.7
TCGA-CA-5796-01A	53 years, female, asian, stage:iia, alive, 377 days	34.6
TCGA-G4-6311-01A	80 years, male, white, stage:iii, alive, 1199 days	34.6
TCGA-AA-3509-01A	54 years, female, stage:ii, alive, 1915 days	34.6
TCGA-A6-5665-01A	84 years, female, white, stage:iia, alive, 671 days	34.5
TCGA-AD-6548-01A	81 years, female, white, stage:i, alive, 650 days	34.5
TCGA-AA-3855-01A	72 years, male, stage:i, alive, 975 days	34.4
TCGA-AA-3516-01A	74 years, female, stage:iii, dead, 396 days	34.3
TCGA-AA-3980-01A	89 years, female, stage:i, alive, 822 days	34.3
TCGA-AD-6965-01A	62 years, male, white, stage:iiic, alive, 805 days	34.3
TCGA-CM-5860-01A	44 years, male, white, stage:iia, alive, 974 days	34.3
TCGA-F4-6854-01A	77 years, female, white, stage:iia, alive, 16 days	34.3
TCGA-AY-6386-01A	66 years, female, black or african american, stage:iiib, alive, 542 days	34.2
TCGA-AA-3549-01A	69 years, male, stage:i, alive, 639 days	34.2
TCGA-A6-3809-01A	71 years, female, white, stage:iib, alive, 996 days	34.1
TCGA-A6-6140-01A	62 years, male, white, stage:iia, alive, 734 days	34.1
TCGA-T9-A92H-01A	82 years, male, black or african american, stage:iia, alive, 362 days	34.0
TCGA-AA-A01P-01A	80 years, female, stage:iii, dead, 1158 days	34.0
TCGA-D5-6924-01A	68 years, male, white, stage:iia, alive, 435 days	34.0
TCGA-A6-4107-01A	57 years, female, white, stage:iiib, alive, 987 days	34.0
TCGA-AA-3548-01A	71 years, female, stage:iiic, alive, 1034 days	33.9
TCGA-AY-4071-01A	63 years, female, white, stage:i, dead, 29 days	33.8
TCGA-AA-3495-01A	79 years, male, stage:i, alive, 1127 days	33.8
TCGA-CM-6679-01A	58 years, male, white, stage:iia, alive, 306 days	33.7
TCGA-AZ-4315-01A	61 years, male, white, stage:iia, alive, 1776 days	33.7
TCGA-AA-A02H-01A	74 years, female, stage:iv, dead, 61 days	33.7
TCGA-AA-A01F-01A	72 years, male, stage:iiib, alive, 974 days	33.5
TCGA-AA-A00A-01A	80 years, male, stage:iia, alive, 1157 days	33.5
TCGA-AA-3982-01A	75 years, male, stage:iiib, alive, 822 days	33.5
TCGA-AA-3875-01A	78 years, female, stage:i, alive, 549 days	33.4
TCGA-D5-6927-01A	34 years, male, white, stage:iia, alive, 287 days	33.3
TCGA-AA-A00Q-01A	66 years, female, stage:iiib, alive, 1278 days	33.2
TCGA-G4-6294-01A	76 years, male, white, stage:iv, dead, 858 days	33.2
TCGA-AA-3952-01A	68 years, male, stage:iiic, dead, 61 days	33.1
TCGA-AY-A54L-01A	74 years, female, black or african american, stage:i, alive, 525 days	33.0
TCGA-A6-A567-01A	56 years, male, black or african american, stage:iv, dead, 1881 days	33.0
TCGA-CM-6677-01A	75 years, female, white, stage:iia, alive, 337 days	33.0
TCGA-G4-6295-01A	70 years, female, white, stage:ii, alive, 254 days	33.0
TCGA-G4-6310-01A	69 years, male, white, stage:iiib, alive, 1935 days	32.9
TCGA-D5-7000-01A	79 years, female, white, stage:i, alive, 312 days	32.9
TCGA-AA-3553-01A	61 years, female, stage:i, alive, 730 days	32.8
TCGA-AA-3833-01A	63 years, female, stage:iia, alive, 485 days	32.7
TCGA-CM-6167-01A	57 years, female, black or african american, stage:iiic, alive, 456 days	32.7
TCGA-AA-3524-01A	85 years, male, stage:ii, alive, 1096 days	32.6
TCGA-AZ-4616-01A	82 years, female, white, stage:iv, dead, 156 days	32.6
TCGA-AA-3685-01A	69 years, male, stage:ii, alive, 1127 days	32.6
TCGA-CA-5256-01A	54 years, female, asian, stage:iia, alive, 379 days	32.5
TCGA-G4-6628-01A	78 years, male, white, stage:i, alive, 2424 days	32.4
TCGA-5M-AAT4-01A	74 years, male, black or african american, stage:iv, dead, 49 days	32.4
TCGA-AA-3970-01A	65 years, male, stage:iia, alive, 1096 days	32.3
TCGA-DM-A0XF-01A	68 years, female, white, stage:iiic, dead, 1162 days	32.2
TCGA-G4-6586-01A	74 years, female, white, stage:iia, alive, 1089 days	32.1
TCGA-AZ-6605-01A	78 years, male, white, stage:iiib, dead, 159 days	32.0
TCGA-AA-3818-01A	78 years, female, stage:iia, dead, 30 days	32.0
TCGA-AZ-6600-01A	64 years, male, black or african american, stage:iv, dead, 368 days	32.0
TCGA-AA-3519-01A	63 years, male, stage:iii, alive, 276 days	32.0
TCGA-AA-3496-01A	83 years, female, stage:ii, alive, 31 days	32.0
TCGA-G4-6315-01A	66 years, male, white, stage:iv, alive, 1883 days	31.9
TCGA-AA-3556-01A	78 years, male, stage:i, alive, 700 days	31.9
TCGA-A6-2674-01A	72 years, male, white, stage:iv, alive, 1331 days	31.8
TCGA-AA-A02K-01A	50 years, male, stage:iv, dead, 426 days	31.8
TCGA-AD-6901-01A	78 years, male, white, dead, 682 days	31.7
TCGA-RU-A8FL-01A	51 years, male, black or african american, stage:iiib, alive, 1177 days	31.6
TCGA-AZ-6603-01A	77 years, female, white, dead, 899 days	31.4
TCGA-AA-3530-01A	80 years, male, stage:i, alive, 580 days	31.4
TCGA-G4-6293-01A	49 years, female, white, stage:iii, alive, 4051 days	31.4
TCGA-D5-6898-01A	51 years, female, white, stage:i, alive, 229 days	31.3
TCGA-F4-6570-01A	78 years, female, white, stage:iia, dead, 188 days	31.3
TCGA-F4-6808-01A	54 years, female, white, stage:i, alive, 1024 days	31.2
TCGA-A6-2680-01A	72 years, female, black or african american, stage:ii, alive, 1068 days	31.2
TCGA-A6-A565-01A	34 years, female, black or african american, stage:iiic, dead, 494 days	31.2
TCGA-CA-6717-01A	57 years, male, asian, stage:iia, alive, 388 days	31.2
TCGA-AA-3949-01A	87 years, female, stage:iiib, alive, 791 days	31.1
TCGA-D5-6529-01A	69 years, male, white, stage:iia, alive, 614 days	31.1
TCGA-AA-3869-01A	76 years, male, stage:iv, dead, 822 days	31.1
TCGA-AA-3819-01A	41 years, female, stage:iia, alive, 761 days	31.0
TCGA-A6-5660-01A	73 years, male, black or african american, stage:iiic, alive, 888 days	31.0
TCGA-AA-3522-01A	67 years, male, stage:iia, alive, 1127 days	31.0
TCGA-AD-A5EK-01A	51 years, male, black or african american, stage:i, alive, 500 days	30.8
TCGA-A6-6781-01B	43 years, male, white, stage:iiic, alive, 598 days	30.8
TCGA-AA-3666-01A	68 years, male, stage:iii, dead, 61 days	30.8
TCGA-D5-6923-01A	57 years, male, white, stage:i, alive, 378 days	30.7
TCGA-A6-5666-01A	78 years, male, white, stage:iic, alive, 995 days	30.6
TCGA-AU-6004-01A	69 years, female, white, stage:i, alive, 824 days	30.6
TCGA-CM-6676-01A	82 years, male, white, stage:i, alive, 337 days	30.5
TCGA-A6-2675-01A	78 years, male, white, stage:iia, alive, 1321 days	30.5
TCGA-A6-2684-01C	75 years, female, white, stage:i, alive, 1127 days	30.5
TCGA-D5-6932-01A	69 years, male, white, stage:iia, alive, 346 days	30.5
TCGA-CM-6678-01A	63 years, female, white, stage:iva, alive, 335 days	30.4
TCGA-F4-6809-01A	52 years, female, white, stage:iva, dead, 403 days	30.4
TCGA-A6-3808-01A	73 years, male, white, stage:iia, alive, 1014 days	30.4
TCGA-A6-6653-01A	82 years, male, white, stage:i, alive, 742 days	30.4
TCGA-F4-6806-01A	59 years, female, white, stage:i, alive, 1260 days	30.3
TCGA-DM-A1DA-01A	71 years, female, white, stage:iiic, dead, 228 days	30.2
TCGA-D5-6541-01A	49 years, male, white, stage:iia, alive, 474 days	30.2
TCGA-CA-6716-01A	65 years, male, asian, stage:iia, alive, 371 days	30.1
TCGA-AA-A00L-01A	66 years, male, stage:iia, alive, 1157 days	30.1
TCGA-AA-3844-01A	78 years, female, stage:iiic, alive, 454 days	30.0
TCGA-AA-3856-01A	59 years, male, stage:iia, alive, 30 days	29.9
TCGA-AA-3489-01A	75 years, male, stage:ii, dead, 214 days	29.9
TCGA-4N-A93T-01A	67 years, male, black or african american, stage:iiib, alive, 146 days	29.9
TCGA-AA-A01K-01A	74 years, female, stage:iiic, alive, 943 days	29.9
TCGA-A6-2686-01A	81 years, female, white, stage:iia, dead, 1126 days	29.8
TCGA-AA-3525-01A	90 years, male, stage:iiib, alive, 245 days	29.8
TCGA-DM-A1D9-01A	67 years, female, white, stage:iia, alive, 4270 days	29.8
TCGA-DM-A288-01A	68 years, male, white, stage:iiic, dead, 427 days	29.7
TCGA-G4-6625-01A	77 years, female, white, stage:iia, alive, 2792 days	29.7
TCGA-AA-3526-01A	57 years, male, stage:i, alive, 580 days	29.6
TCGA-D5-6922-01A	76 years, male, white, stage:iiia, alive, 308 days	29.6
TCGA-AA-3831-01A	66 years, male, stage:iia, alive, 547 days	29.6
TCGA-AA-3678-01A	60 years, female, stage:iii, alive, 1430 days	29.5
TCGA-A6-2672-01B	82 years, female, white, stage:iiib, alive, 1419 days	29.5
TCGA-AA-3561-01A	72 years, male, stage:iia, alive, 424 days	29.4
TCGA-CM-5868-01A	59 years, female, white, stage:iva, alive, 518 days	29.4
TCGA-WS-AB45-01A	female, black or african american, stage:iia, alive, 2130 days	29.4
TCGA-A6-5656-01B	74 years, male, white, stage:i, alive, 1001 days	29.4
TCGA-AA-A00D-01A	70 years, male, stage:i, alive, 578 days	29.4
TCGA-A6-5659-01A	82 years, male, white, stage:i, alive, 926 days	29.4
TCGA-NH-A50V-01A	69 years, male, black or african american, stage:iiib, alive, 588 days	29.2
TCGA-CM-6169-01A	67 years, male, black or african american, stage:iia, alive, 396 days	29.2
TCGA-AA-3977-01A	65 years, male, alive, 761 days	29.2
TCGA-CM-5348-01A	72 years, male, white, stage:iiib, alive, 699 days	29.1
TCGA-CK-4948-01B	45 years, female, white, stage:iii, alive, 4502 days	29.0
TCGA-D5-6929-01A	49 years, female, white, stage:iv, alive, 408 days	28.9
TCGA-AA-3864-01A	71 years, male, stage:ii, alive, 1612 days	28.9
TCGA-D5-6928-01A	80 years, male, white, stage:iia, alive, 354 days	28.9
TCGA-AA-3511-01A	64 years, male, stage:ii, alive, 212 days	28.8
TCGA-AA-A017-01A	57 years, female, stage:iia, alive, 457 days	28.8
TCGA-G4-6303-01A	54 years, female, white, stage:iv, dead, 2003 days	28.7
TCGA-A6-6142-01A	56 years, female, white, stage:iva, alive, 763 days	28.6
TCGA-AA-A00N-01A	75 years, male, stage:iib, dead, 122 days	28.5
TCGA-DM-A285-01A	71 years, female, white, stage:iv, dead, 179 days	28.5
TCGA-AA-3837-01A	67 years, male, stage:iia, alive, 1186 days	28.5
TCGA-AA-3854-01A	71 years, female, stage:i, alive, 1096 days	28.4
TCGA-AA-3680-01A	67 years, female, stage:iv, dead, 335 days	28.4
TCGA-AA-3492-01A	90 years, female, stage:ii, dead, 92 days	28.3
TCGA-AA-3950-01A	79 years, female, stage:iia, alive, 730 days	28.3
TCGA-NH-A8F7-01A	53 years, female, black or african american, stage:iia, alive, 543 days	28.3
TCGA-G4-6588-01A	58 years, female, white, stage:iia, alive, 796 days	28.2
TCGA-SS-A7HO-01A	44 years, female, black or african american, stage:iib, alive, 1829 days	28.2
TCGA-AD-6889-01A	male, asian, stage:iia, dead, 2532 days	28.2
TCGA-A6-A566-01A	55 years, female, black or african american, stage:iiib, dead, 758 days	28.2
TCGA-AA-3815-01A	65 years, female, stage:iia, alive, 1005 days	28.1
TCGA-AA-A010-01A	46 years, female, stage:iib, alive, 1064 days	28.1
TCGA-QG-A5YW-01A	55 years, female, black or african american, stage:iiic, alive, 896 days	28.1
TCGA-AA-3811-01A	84 years, female, stage:iii, dead, 306 days	28.0
TCGA-CM-5862-01A	80 years, male, white, stage:iva, dead, 153 days	28.0
TCGA-D5-6532-01A	61 years, male, white, stage:iia, alive, 555 days	27.9
TCGA-F4-6460-01A	51 years, female, white, stage:iiib, dead, 972 days	27.9
TCGA-AZ-4614-01A	71 years, female, white, stage:iva, dead, 172 days	27.9
TCGA-D5-5540-01A	73 years, male, white, stage:iia, alive, 1706 days	27.9
TCGA-CM-5344-01A	39 years, female, white, stage:iiib, alive, 670 days	27.9
TCGA-AA-A02F-01A	68 years, female, stage:iv, alive, 1216 days	27.9
TCGA-AA-3821-01A	81 years, female, stage:i, alive, 31 days	27.8
TCGA-AA-A00W-01A	80 years, male, stage:i, alive, 456 days	27.8
TCGA-CM-4748-01A	53 years, male, white, stage:iiib, alive, 792 days	27.7
TCGA-A6-6137-01A	55 years, male, white, stage:iiib, alive, 824 days	27.6
TCGA-D5-6931-01A	77 years, male, white, stage:iiic, alive, 365 days	27.6
TCGA-AA-3555-01A	81 years, female, stage:iia, alive, 911 days	27.6
TCGA-QL-A97D-01A	84 years, female, black or african american, stage:i, alive, 666 days	27.6
TCGA-CM-6674-01A	39 years, male, white, stage:iia, alive, 394 days	27.5
TCGA-NH-A6GB-01A	71 years, female, black or african american, stage:iiic, alive, 476 days	27.5
TCGA-AA-A029-01A	67 years, male, stage:ii, alive, 1581 days	27.4
TCGA-NH-A50T-01A	68 years, female, black or african american, stage:iia, alive, 553 days	27.4
TCGA-AZ-4684-01A	50 years, male, white, stage:iva, alive, 1977 days	27.2
TCGA-CM-6162-01A	48 years, female, white, stage:iiib, alive, 365 days	27.2
TCGA-A6-4105-01A	79 years, male, white, stage:iia, dead, 442 days	27.1
TCGA-AA-3664-01A	74 years, female, stage:ii, alive, 1643 days	27.1
TCGA-AA-3662-01A	80 years, female, stage:iv, alive, 184 days	27.1
TCGA-AA-A00R-01A	64 years, female, stage:i, alive, 30 days	27.1
TCGA-AZ-4682-01B	61 years, male, white, stage:iva, dead, 680 days	27.1
TCGA-D5-6540-01A	66 years, male, white, stage:i, alive, 491 days	27.1
TCGA-AA-3660-01A	51 years, female, stage:ii, alive, 2375 days	27.0
TCGA-CK-6747-01A	87 years, female, white, stage:iia, alive, 2523 days	27.0
TCGA-CM-4750-01A	34 years, female, white, stage:iiia, alive, 244 days	27.0
TCGA-AA-3534-01A	78 years, female, stage:iia, alive, 882 days	26.9
TCGA-AA-3939-01A	83 years, male, stage:iia, alive, 395 days	26.9
TCGA-CM-4752-01A	58 years, male, black or african american, stage:iia, alive, 396 days	26.9
TCGA-DM-A28E-01A	72 years, female, white, stage:iia, alive, 3648 days	26.8
TCGA-G4-6317-01A	51 years, female, white, stage:iiic, alive, 1095 days	26.7
TCGA-AA-A02E-01A	82 years, female, stage:iv, dead, 90 days	26.7
TCGA-G4-6302-01A	90 years, female, white, stage:iia, dead, 2047 days	26.7
TCGA-G4-6297-01A	55 years, female, white, stage:iv, alive, 2506 days	26.6
TCGA-AA-3510-01A	70 years, male, stage:ii, alive, 1946 days	26.4
TCGA-AA-A00F-01A	66 years, male, stage:iiic, alive, 1035 days	26.4
TCGA-CM-5864-01A	60 years, male, white, stage:i, alive, 457 days	26.2
TCGA-AA-3973-01A	69 years, male, stage:iv, alive, 397 days	26.2
TCGA-A6-6648-01A	56 years, male, white, stage:iva, alive, 766 days	26.2
TCGA-A6-2671-01A	85 years, male, white, stage:iv, dead, 1331 days	26.2
TCGA-CK-6751-01A	88 years, female, white, stage:i, alive, 3780 days	26.1
TCGA-AD-6890-01A	65 years, male, white, alive, 746 days	26.1
TCGA-NH-A50U-01A	42 years, male, black or african american, stage:iva, dead, 334 days	26.0
TCGA-D5-6926-01A	65 years, male, white, stage:iiib, alive, 275 days	26.0
TCGA-A6-6651-01A	55 years, female, white, stage:iiib, alive, 662 days	26.0
TCGA-A6-2677-01B	68 years, female, white, stage:iiic, dead, 740 days	26.0
TCGA-AA-A00U-01A	50 years, male, stage:iiib, alive, 518 days	25.9
TCGA-F4-6855-01A	70 years, female, white, stage:iia, alive, 1442 days	25.9
TCGA-CM-4744-01A	69 years, male, white, stage:i, alive, 609 days	25.8
TCGA-CM-6171-01A	77 years, female, white, stage:i, alive, 427 days	25.8
TCGA-CM-5349-01A	68 years, female, white, stage:iia, alive, 915 days	25.8
TCGA-NH-A8F8-01A	79 years, male, black or african american, stage:iv, dead, 511 days	25.7
TCGA-AY-A69D-01A	55 years, female, black or african american, stage:iia, alive, 543 days	25.6
TCGA-CM-6166-01A	48 years, female, white, stage:i, alive, 669 days	25.6
TCGA-QG-A5Z1-01A	71 years, male, black or african american, stage:iiib, dead, 256 days	25.6
TCGA-DM-A1D7-01A	82 years, male, white, stage:iia, dead, 405 days	25.5
TCGA-AA-A01S-01A	47 years, female, stage:iii, alive, 31 days	25.5
TCGA-AY-6197-01A	60 years, male, white, stage:iia, alive, 652 days	25.5
TCGA-AA-3675-01A	84 years, male, stage:ii, alive, 1431 days	25.4
TCGA-QG-A5YV-01A	64 years, female, black or african american, stage:iiic, alive, 1301 days	25.3
TCGA-DM-A28H-01A	50 years, male, white, stage:iiic, alive, 3561 days	25.2
TCGA-DM-A1HB-01A	75 years, male, white, stage:iiib, alive, 4126 days	25.1
TCGA-D5-6538-01A	79 years, female, white, stage:iiib, alive, 521 days	25.1
TCGA-A6-5657-01A	65 years, male, black or african american, stage:iiib, alive, 962 days	25.1
TCGA-AA-3861-01A	72 years, male, stage:iia, alive, 914 days	25.0
TCGA-AA-3858-01A	67 years, male, stage:i, alive, 945 days	25.0
TCGA-A6-2685-01A	48 years, female, black or african american, stage:iia, alive, 1133 days	24.9
TCGA-AA-3986-01A	73 years, male, stage:i, alive, 580 days	24.9
TCGA-DM-A28A-01A	78 years, male, white, stage:iiic, dead, 805 days	24.9
TCGA-A6-6780-01A	74 years, male, white, stage:iia, alive, 612 days	24.7
TCGA-AA-3989-01A	84 years, male, stage:iv, dead, 242 days	24.2
TCGA-F4-6569-01A	60 years, male, white, stage:i, alive, 1087 days	24.1
TCGA-AA-A00J-01A	80 years, male, stage:iiib, alive, 549 days	24.0
TCGA-AA-A00Z-01A	70 years, male, stage:iia, alive, 669 days	24.0
TCGA-AA-A02W-01A	73 years, female, stage:i, alive, 1247 days	23.9
TCGA-AA-3975-01A	80 years, male, stage:i, alive, 1036 days	23.8
TCGA-D5-6930-01A	67 years, male, white, stage:iia, alive, 406 days	23.8
TCGA-G4-6314-01A	76 years, female, white, stage:iv, alive, 1093 days	23.8
TCGA-A6-2682-01A	70 years, male, white, stage:iv, dead, 424 days	23.7
TCGA-AA-3663-01A	42 years, male, stage:ii, alive, 212 days	23.6
TCGA-AA-3517-01A	60 years, male, stage:iia, alive, 1186 days	23.6
TCGA-A6-5664-01A	80 years, male, black or african american, stage:iiic, alive, 672 days	23.5
TCGA-G4-6306-01A	71 years, male, white, alive, 1359 days	23.4
TCGA-AA-3966-01A	89 years, female, stage:iia, alive, 61 days	23.4
TCGA-AA-3994-01A	69 years, male, stage:iiib, alive, 822 days	23.3
TCGA-AA-3544-01A	68 years, male, stage:i, alive, 426 days	23.3
TCGA-5M-AAT6-01A	40 years, female, black or african american, stage:iv, dead, 290 days	23.2
TCGA-AD-5900-01A	67 years, male, white, stage:i, alive, 370 days	23.1
TCGA-CM-5863-01A	60 years, female, white, stage:iiib, alive, 457 days	22.9
TCGA-AA-3692-01A	47 years, female, stage:iv, dead, 1095 days	22.8
TCGA-AA-A02R-01A	84 years, female, stage:iia, dead, 670 days	22.7
TCGA-AA-3518-01A	81 years, female, stage:iia, alive, 31 days	22.7
TCGA-QG-A5Z2-01A	61 years, male, black or african american, stage:i, alive, 952 days	22.7
TCGA-AA-3488-01A	58 years, male, stage:iv, dead, 153 days	22.6
TCGA-D5-5539-01A	60 years, male, white, stage:iiia, alive, 596 days	22.6
TCGA-3L-AA1B-01A	61 years, female, black or african american, stage:i, alive, 475 days	22.6
TCGA-AA-A00E-01A	65 years, male, stage:iia, alive, 913 days	22.5
TCGA-AA-3713-01A	68 years, male, stage:iv, alive, 579 days	22.3
TCGA-DM-A1D6-01A	88 years, male, white, stage:iia, dead, 1518 days	22.3
TCGA-DM-A1D4-01A	80 years, male, white, stage:iia, dead, 2821 days	22.3
TCGA-D5-6536-01A	73 years, male, white, stage:iia, alive, 543 days	22.2
TCGA-AA-A02J-01A	70 years, female, stage:iv, dead, 153 days	21.9
TCGA-D5-6531-01A	75 years, male, white, stage:iia, alive, 540 days	21.9
TCGA-DM-A28G-01A	75 years, male, white, stage:iia, dead, 1849 days	21.7
TCGA-CM-5861-01A	63 years, female, white, stage:iia, alive, 457 days	21.5
TCGA-AZ-5407-01A	51 years, female, white, stage:i, alive, 2683 days	21.5
TCGA-AA-A01D-01A	47 years, female, stage:iiic, dead, 334 days	21.4
TCGA-AZ-4323-01A	37 years, male, white, stage:iv, dead, 43 days	21.3
TCGA-AA-A01X-01A	80 years, female, stage:iii, alive, 791 days	21.2
TCGA-CA-5254-01A	42 years, female, asian, stage:iia, alive, 386 days	21.1
TCGA-F4-6856-01A	45 years, male, white, stage:i, alive, 1074 days	21.1
TCGA-DM-A1D8-01A	50 years, female, white, dead, 383 days	21.1
TCGA-A6-2681-01A	73 years, female, white, stage:iia, alive, 1387 days	21.1
TCGA-AY-A71X-01A	54 years, female, black or african american, stage:i, alive, 588 days	21.0
TCGA-F4-6463-01A	51 years, male, white, stage:iia, alive, 1087 days	21.0
TCGA-G4-6320-01A	73 years, male, white, stage:iii, alive, 804 days	20.8
TCGA-AY-6196-01A	47 years, male, white, stage:iiic, alive, 6 days	20.8
TCGA-DM-A0XD-01A	65 years, male, white, stage:iia, dead, 743 days	20.7
TCGA-AA-A024-01A	81 years, male, stage:ii, dead, 1188 days	20.5
TCGA-A6-A56B-01A	57 years, male, black or african american, stage:iiib, dead, 1711 days	20.5
TCGA-AA-A02Y-01A	73 years, male, stage:i, alive, 1216 days	20.4
TCGA-AA-3494-01A	55 years, male, stage:iv, alive, 31 days	20.3
TCGA-AA-A01C-01A	75 years, male, stage:iiia, alive, 457 days	20.0
TCGA-G4-6323-01A	50 years, male, black or african american, stage:ia, alive, 419 days	20.0
TCGA-DM-A28C-01A	74 years, male, white, stage:iia, dead, 2475 days	20.0
TCGA-A6-A5ZU-01A	59 years, male, black or african american, stage:iiib, alive, 293 days	19.9
TCGA-G4-6298-01A	90 years, male, black or african american, stage:iiib, dead, 715 days	19.8
TCGA-DM-A28M-01A	63 years, male, white, stage:iia, alive, 2895 days	19.8
TCGA-AA-3531-01A	75 years, female, stage:iia, alive, 1035 days	19.8
TCGA-DM-A0X9-01A	71 years, female, white, stage:iia, alive, 3641 days	19.7
TCGA-AA-3560-01A	72 years, female, stage:iiic, alive, 608 days	19.7
TCGA-G4-6304-01A	66 years, female, white, stage:iib, alive, 1631 days	19.6
TCGA-AZ-6608-01A	55 years, female, white, stage:iiia, dead, 59 days	19.6
TCGA-CM-6680-01A	78 years, female, white, stage:iiib, alive, 366 days	19.4
TCGA-AD-6964-01A	58 years, male, white, dead, 331 days	19.3
TCGA-F4-6461-01A	41 years, female, white, stage:iiic, dead, 338 days	19.0
TCGA-AZ-6598-01A	77 years, female, white, stage:ii, dead, 1503 days	18.8
TCGA-A6-6141-01A	31 years, male, black or african american, stage:iia, alive, 255 days	18.8
TCGA-AA-3502-01A	73 years, male, stage:i, alive, 1065 days	18.8
TCGA-AA-A01G-01A	63 years, male, stage:iia, alive, 365 days	18.6
TCGA-4T-AA8H-01A	42 years, female, black or african american, stage:iia, alive, 385 days	18.5
TCGA-AA-3506-01A	77 years, male, stage:i, alive, 1765 days	18.4
TCGA-D5-6530-01A	53 years, male, white, stage:i, alive, 621 days	18.4
TCGA-AA-A01Z-01A	68 years, male, stage:ii, alive, 1126 days	18.1
TCGA-AA-3841-01A	66 years, male, stage:iia, alive, 1124 days	18.1
TCGA-G4-6322-01A	65 years, male, white, stage:iiib, alive, 792 days	18.1
TCGA-AA-A00K-01A	79 years, male, stage:iia, alive, 549 days	17.7
TCGA-AA-A01T-01A	63 years, female, stage:iii, alive, 1005 days	17.3
TCGA-DM-A282-01A	61 years, female, white, stage:iia, alive, 4233 days	17.1
TCGA-G4-6307-01A	37 years, female, white, stage:iiib, alive, 1674 days	16.7
TCGA-G4-6626-01A	90 years, male, white, stage:iia, dead, 1422 days	16.5
TCGA-NH-A6GC-01A	66 years, female, black or african american, stage:ivb, alive, 389 days	16.4
TCGA-AA-3812-01A	82 years, female, stage:iia, alive, 1066 days	16.4
TCGA-AA-A01R-01A	47 years, male, stage:iii, alive, 1065 days	16.2
TCGA-AZ-4313-01A	51 years, female, white, stage:i, alive, 2310 days	15.7
TCGA-AA-3715-01A	77 years, male, stage:ii, dead, 579 days	15.2
TCGA-AZ-4308-01A	47 years, female, white, stage:iiib, alive, 3324 days	14.9
TCGA-AA-A03J-01A	65 years, female, stage:i, alive, 1246 days	14.8
TCGA-NH-A5IV-01A	90 years, female, black or african american, stage:iia, alive, 588 days	14.7
TCGA-AA-A03F-01A	90 years, female, stage:iii, dead, 549 days	14.3
TCGA-CK-4952-01A	48 years, female, white, stage:iiic, alive, 475 days	14.2
TCGA-AA-3542-01A	69 years, male, stage:iiic, alive, 395 days	14.2
TCGA-A6-2679-01A	73 years, female, white, stage:iib, alive, 1366 days	14.0
TCGA-DM-A28K-01A	75 years, male, white, stage:iia, alive, 2988 days	14.0
TCGA-AA-A01V-01A	59 years, male, stage:i, alive, 31 days	13.9
TCGA-CM-4746-01A	61 years, male, black or african american, stage:i, alive, 1126 days	13.5
TCGA-AA-3667-01A	36 years, female, stage:i, alive, 426 days	13.0
TCGA-AZ-6599-01A	72 years, male, white, stage:i, dead, 206 days	13.0
TCGA-F4-6704-01A	60 years, male, american indian or alaska native, stage:iiic, alive, 47 days	12.9
TCGA-AA-A01Q-01A	48 years, female, stage:ii, alive, 31 days	12.1
TCGA-CM-4747-01A	47 years, male, white, stage:iva, alive, 761 days	11.9
TCGA-A6-2683-01A	57 years, female, white, stage:iv, dead, 504 days	11.5
TCGA-AA-A004-01A	76 years, male, stage:iia, alive, 424 days	11.4
TCGA-AA-3672-01A	90 years, female, stage:iii, alive, 28 days	11.2
TCGA-AA-3514-01A	81 years, female, stage:i, alive, 31 days	10.2
TCGA-DM-A1DB-01A	68 years, male, white, stage:iia, dead, 1348 days	9.4
TCGA-AA-A02O-01A	82 years, male, stage:ii, alive, 28 days	8.2
TCGA-AA-3848-01A	82 years, female, stage:iiic, dead, 306 days	7.4
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