Expression of TMSB10 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 : 3434.75

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

3165.1

Number of samples

438

Samples

Sample	Description	FPKM
TCGA-AZ-4315-01A	61 years, male, white, stage:iia, alive, 1776 days	11630.0
TCGA-CM-5341-01A	82 years, female, white, stage:iiia, alive, 884 days	9217.0
TCGA-CM-4743-01A	69 years, male, white, stage:iia, alive, 701 days	8517.0
TCGA-AZ-4616-01A	82 years, female, white, stage:iv, dead, 156 days	8132.9
TCGA-AA-3851-01A	74 years, male, stage:iia, alive, 1006 days	7737.1
TCGA-AD-6889-01A	male, asian, stage:iia, dead, 2532 days	7485.1
TCGA-CA-5256-01A	54 years, female, asian, stage:iia, alive, 379 days	6874.2
TCGA-D5-5540-01A	73 years, male, white, stage:iia, alive, 1706 days	6834.3
TCGA-AM-5821-01A	68 years, female, white, stage:iia, alive, 28 days	6823.0
TCGA-AD-6964-01A	58 years, male, white, dead, 331 days	6708.6
TCGA-CM-4744-01A	69 years, male, white, stage:i, alive, 609 days	6614.8
TCGA-AA-A00R-01A	64 years, female, stage:i, alive, 30 days	6364.5
TCGA-A6-2682-01A	70 years, male, white, stage:iv, dead, 424 days	6236.8
TCGA-A6-4107-01A	57 years, female, white, stage:iiib, alive, 987 days	6204.1
TCGA-G4-6304-01A	66 years, female, white, stage:iib, alive, 1631 days	6155.6
TCGA-AZ-4313-01A	51 years, female, white, stage:i, alive, 2310 days	6152.8
TCGA-AA-3542-01A	69 years, male, stage:iiic, alive, 395 days	6152.0
TCGA-AA-3520-01A	86 years, female, stage:ii, alive, 731 days	6046.4
TCGA-AA-A01P-01A	80 years, female, stage:iii, dead, 1158 days	5939.4
TCGA-DM-A1HA-01A	82 years, male, white, stage:iiic, alive, 4000 days	5924.1
TCGA-AA-3685-01A	69 years, male, stage:ii, alive, 1127 days	5654.8
TCGA-AA-A01T-01A	63 years, female, stage:iii, alive, 1005 days	5638.6
TCGA-DM-A1DA-01A	71 years, female, white, stage:iiic, dead, 228 days	5617.9
TCGA-DM-A280-01A	70 years, female, white, stage:iia, dead, 236 days	5595.8
TCGA-AD-6901-01A	78 years, male, white, dead, 682 days	5570.9
TCGA-AA-A02F-01A	68 years, female, stage:iv, alive, 1216 days	5556.6
TCGA-DM-A1D9-01A	67 years, female, white, stage:iia, alive, 4270 days	5534.7
TCGA-AA-3510-01A	70 years, male, stage:ii, alive, 1946 days	5467.0
TCGA-AA-3939-01A	83 years, male, stage:iia, alive, 395 days	5450.8
TCGA-D5-5537-01A	83 years, male, white, dead, 1381 days	5434.1
TCGA-AA-A01I-01A	76 years, male, stage:i, alive, 943 days	5414.9
TCGA-A6-2679-01A	73 years, female, white, stage:iib, alive, 1366 days	5385.8
TCGA-AA-3492-01A	90 years, female, stage:ii, dead, 92 days	5373.6
TCGA-AA-3949-01A	87 years, female, stage:iiib, alive, 791 days	5359.8
TCGA-D5-6929-01A	49 years, female, white, stage:iv, alive, 408 days	5126.9
TCGA-A6-6780-01A	74 years, male, white, stage:iia, alive, 612 days	5109.8
TCGA-AA-3561-01A	72 years, male, stage:iia, alive, 424 days	5069.6
TCGA-G4-6586-01A	74 years, female, white, stage:iia, alive, 1089 days	5009.1
TCGA-CK-6751-01A	88 years, female, white, stage:i, alive, 3780 days	4978.3
TCGA-A6-2676-01A	75 years, female, white, stage:iib, dead, 1305 days	4976.1
TCGA-D5-6930-01A	67 years, male, white, stage:iia, alive, 406 days	4960.7
TCGA-CK-5916-01A	71 years, female, white, stage:i, dead, 643 days	4958.2
TCGA-AA-3526-01A	57 years, male, stage:i, alive, 580 days	4905.9
TCGA-AD-6890-01A	65 years, male, white, alive, 746 days	4880.2
TCGA-A6-5665-01A	84 years, female, white, stage:iia, alive, 671 days	4865.4
TCGA-AA-3976-01A	70 years, male, stage:iiia, alive, 791 days	4858.6
TCGA-CM-4748-01A	53 years, male, white, stage:iiib, alive, 792 days	4847.1
TCGA-AZ-4614-01A	71 years, female, white, stage:iva, dead, 172 days	4816.4
TCGA-A6-3809-01A	71 years, female, white, stage:iib, alive, 996 days	4790.2
TCGA-AA-3560-01A	72 years, female, stage:iiic, alive, 608 days	4769.8
TCGA-A6-3808-01A	73 years, male, white, stage:iia, alive, 1014 days	4763.1
TCGA-AA-A01R-01A	47 years, male, stage:iii, alive, 1065 days	4760.2
TCGA-CA-6716-01A	65 years, male, asian, stage:iia, alive, 371 days	4732.2
TCGA-AA-3488-01A	58 years, male, stage:iv, dead, 153 days	4712.1
TCGA-AA-3947-01A	60 years, female, stage:iib, alive, 1004 days	4705.4
TCGA-AD-6895-01A	84 years, male, white, stage:iiib, alive, 763 days	4622.6
TCGA-G4-6628-01A	78 years, male, white, stage:i, alive, 2424 days	4609.8
TCGA-CM-4750-01A	34 years, female, white, stage:iiia, alive, 244 days	4582.2
TCGA-AA-3950-01A	79 years, female, stage:iia, alive, 730 days	4513.3
TCGA-AA-3548-01A	71 years, female, stage:iiic, alive, 1034 days	4487.4
TCGA-AA-3543-01A	84 years, male, stage:i, alive, 30 days	4404.4
TCGA-AA-3524-01A	85 years, male, stage:ii, alive, 1096 days	4387.6
TCGA-A6-2671-01A	85 years, male, white, stage:iv, dead, 1331 days	4347.3
TCGA-AA-A03F-01A	90 years, female, stage:iii, dead, 549 days	4344.5
TCGA-AA-3877-01A	83 years, female, stage:i, alive, 943 days	4316.0
TCGA-AA-3955-01A	38 years, male, stage:iiib, alive, 638 days	4314.0
TCGA-AA-A02K-01A	50 years, male, stage:iv, dead, 426 days	4302.4
TCGA-G4-6309-01A	40 years, female, black or african american, stage:iiib, alive, 2600 days	4286.6
TCGA-CM-4747-01A	47 years, male, white, stage:iva, alive, 761 days	4274.5
TCGA-A6-4105-01A	79 years, male, white, stage:iia, dead, 442 days	4233.3
TCGA-AA-3525-01A	90 years, male, stage:iiib, alive, 245 days	4220.6
TCGA-AA-3710-01A	80 years, female, stage:iia, alive, 821 days	4211.7
TCGA-AA-3663-01A	42 years, male, stage:ii, alive, 212 days	4194.4
TCGA-AA-3522-01A	67 years, male, stage:iia, alive, 1127 days	4169.1
TCGA-A6-3810-01A	63 years, male, white, stage:iia, alive, 1111 days	4138.9
TCGA-AA-A010-01A	46 years, female, stage:iib, alive, 1064 days	4122.6
TCGA-AA-3994-01A	69 years, male, stage:iiib, alive, 822 days	4103.2
TCGA-AA-3989-01A	84 years, male, stage:iv, dead, 242 days	4102.4
TCGA-AZ-4308-01A	47 years, female, white, stage:iiib, alive, 3324 days	4093.7
TCGA-AA-3532-01A	63 years, male, stage:iia, alive, 882 days	4082.9
TCGA-AY-5543-01A	65 years, female, black or african american, stage:iva, alive, 1004 days	4077.9
TCGA-RU-A8FL-01A	51 years, male, black or african american, stage:iiib, alive, 1177 days	4073.4
TCGA-AA-3977-01A	65 years, male, alive, 761 days	4073.0
TCGA-AY-6386-01A	66 years, female, black or african american, stage:iiib, alive, 542 days	4067.4
TCGA-A6-6653-01A	82 years, male, white, stage:i, alive, 742 days	4064.2
TCGA-5M-AAT6-01A	40 years, female, black or african american, stage:iv, dead, 290 days	4061.5
TCGA-AZ-4615-01A	84 years, male, white, stage:iiib, alive, 1002 days	4059.8
TCGA-DM-A288-01A	68 years, male, white, stage:iiic, dead, 427 days	4023.9
TCGA-AA-A00Q-01A	66 years, female, stage:iiib, alive, 1278 days	4022.4
TCGA-QG-A5YV-01A	64 years, female, black or african american, stage:iiic, alive, 1301 days	4019.3
TCGA-AZ-4684-01A	50 years, male, white, stage:iva, alive, 1977 days	4015.2
TCGA-CM-4752-01A	58 years, male, black or african american, stage:iia, alive, 396 days	3958.2
TCGA-AA-3519-01A	63 years, male, stage:iii, alive, 276 days	3952.2
TCGA-AA-A029-01A	67 years, male, stage:ii, alive, 1581 days	3949.1
TCGA-AZ-5403-01A	43 years, male, white, stage:ii, dead, 1910 days	3942.7
TCGA-AA-3864-01A	71 years, male, stage:ii, alive, 1612 days	3929.3
TCGA-5M-AAT4-01A	74 years, male, black or african american, stage:iv, dead, 49 days	3905.4
TCGA-DM-A1D4-01A	80 years, male, white, stage:iia, dead, 2821 days	3895.2
TCGA-AA-3679-01A	59 years, male, stage:iv, alive, 457 days	3882.9
TCGA-CM-4746-01A	61 years, male, black or african american, stage:i, alive, 1126 days	3881.9
TCGA-A6-2678-01A	43 years, female, white, stage:iiib, alive, 1286 days	3879.8
TCGA-CK-6748-01A	45 years, female, white, stage:iv, alive, 61 days	3878.4
TCGA-A6-2685-01A	48 years, female, black or african american, stage:iia, alive, 1133 days	3863.1
TCGA-DM-A1D7-01A	82 years, male, white, stage:iia, dead, 405 days	3840.5
TCGA-D5-6537-01A	64 years, male, white, stage:iiib, dead, 146 days	3838.3
TCGA-AA-3516-01A	74 years, female, stage:iii, dead, 396 days	3834.7
TCGA-AA-A00A-01A	80 years, male, stage:iia, alive, 1157 days	3832.1
TCGA-AD-6965-01A	62 years, male, white, stage:iiic, alive, 805 days	3802.2
TCGA-AA-3966-01A	89 years, female, stage:iia, alive, 61 days	3789.4
TCGA-G4-6320-01A	73 years, male, white, stage:iii, alive, 804 days	3786.9
TCGA-CM-5344-01A	39 years, female, white, stage:iiib, alive, 670 days	3783.4
TCGA-AA-3979-01A	84 years, male, stage:iia, alive, 730 days	3780.3
TCGA-CK-4951-01A	79 years, female, white, stage:iia, dead, 2134 days	3770.3
TCGA-AD-6888-01A	73 years, male, white, stage:iiib, dead, 472 days	3760.3
TCGA-CM-6166-01A	48 years, female, white, stage:i, alive, 669 days	3758.7
TCGA-A6-2686-01A	81 years, female, white, stage:iia, dead, 1126 days	3757.3
TCGA-4N-A93T-01A	67 years, male, black or african american, stage:iiib, alive, 146 days	3755.5
TCGA-AD-6963-01A	58 years, male, white, alive, 834 days	3736.3
TCGA-A6-5659-01A	82 years, male, white, stage:i, alive, 926 days	3721.1
TCGA-DM-A0XD-01A	65 years, male, white, stage:iia, dead, 743 days	3691.1
TCGA-AA-3862-01A	82 years, male, stage:iia, alive, 914 days	3687.9
TCGA-CM-6678-01A	63 years, female, white, stage:iva, alive, 335 days	3680.4
TCGA-AA-3692-01A	47 years, female, stage:iv, dead, 1095 days	3667.7
TCGA-D5-6927-01A	34 years, male, white, stage:iia, alive, 287 days	3646.7
TCGA-AA-3930-01A	66 years, male, stage:iv, dead, 61 days	3646.5
TCGA-AY-A69D-01A	55 years, female, black or african american, stage:iia, alive, 543 days	3619.6
TCGA-F4-6856-01A	45 years, male, white, stage:i, alive, 1074 days	3594.5
TCGA-D5-6932-01A	69 years, male, white, stage:iia, alive, 346 days	3569.4
TCGA-AA-3952-01A	68 years, male, stage:iiic, dead, 61 days	3557.9
TCGA-AA-3833-01A	63 years, female, stage:iia, alive, 485 days	3556.3
TCGA-DM-A1HB-01A	75 years, male, white, stage:iiib, alive, 4126 days	3542.3
TCGA-AZ-6608-01A	55 years, female, white, stage:iiia, dead, 59 days	3541.7
TCGA-CM-5868-01A	59 years, female, white, stage:iva, alive, 518 days	3531.2
TCGA-CK-6747-01A	87 years, female, white, stage:iia, alive, 2523 days	3518.7
TCGA-NH-A6GC-01A	66 years, female, black or african american, stage:ivb, alive, 389 days	3511.0
TCGA-AA-3518-01A	81 years, female, stage:iia, alive, 31 days	3490.7
TCGA-CM-4751-01A	62 years, male, white, stage:iiib, alive, 822 days	3481.6
TCGA-A6-5662-01A	46 years, male, white, stage:iva, alive, 718 days	3463.2
TCGA-NH-A50U-01A	42 years, male, black or african american, stage:iva, dead, 334 days	3462.0
TCGA-AA-3831-01A	66 years, male, stage:iia, alive, 547 days	3454.0
TCGA-DM-A0XF-01A	68 years, female, white, stage:iiic, dead, 1162 days	3452.2
TCGA-AZ-6601-01A	68 years, male, white, stage:ii, dead, 3042 days	3445.9
TCGA-CM-6674-01A	39 years, male, white, stage:iia, alive, 394 days	3439.0
TCGA-AA-A00N-01A	75 years, male, stage:iib, dead, 122 days	3437.8
TCGA-AA-3696-01A	75 years, female, stage:iv, dead, 153 days	3435.6
TCGA-AA-A00U-01A	50 years, male, stage:iiib, alive, 518 days	3433.9
TCGA-AA-3675-01A	84 years, male, stage:ii, alive, 1431 days	3423.4
TCGA-AA-3502-01A	73 years, male, stage:i, alive, 1065 days	3413.8
TCGA-D5-6534-01A	62 years, female, white, stage:iia, alive, 1316 days	3407.3
TCGA-DM-A282-01A	61 years, female, white, stage:iia, alive, 4233 days	3406.8
TCGA-DM-A28K-01A	75 years, male, white, stage:iia, alive, 2988 days	3402.5
TCGA-QG-A5YW-01A	55 years, female, black or african american, stage:iiic, alive, 896 days	3400.0
TCGA-G4-6298-01A	90 years, male, black or african american, stage:iiib, dead, 715 days	3399.9
TCGA-AA-3673-01A	53 years, female, stage:ii, alive, 1522 days	3392.3
TCGA-AA-3494-01A	55 years, male, stage:iv, alive, 31 days	3391.6
TCGA-QG-A5YX-01A	61 years, female, black or african american, stage:iia, alive, 1003 days	3385.0
TCGA-F4-6570-01A	78 years, female, white, stage:iia, dead, 188 days	3379.5
TCGA-CK-5914-01A	81 years, male, white, stage:iiib, alive, 669 days	3366.1
TCGA-F4-6461-01A	41 years, female, white, stage:iiic, dead, 338 days	3362.6
TCGA-AA-3860-01A	53 years, female, stage:iiib, alive, 945 days	3354.5
TCGA-AA-3549-01A	69 years, male, stage:i, alive, 639 days	3344.4
TCGA-AY-A54L-01A	74 years, female, black or african american, stage:i, alive, 525 days	3343.2
TCGA-AA-A00E-01A	65 years, male, stage:iia, alive, 913 days	3341.5
TCGA-AA-A00J-01A	80 years, male, stage:iiib, alive, 549 days	3334.8
TCGA-AA-3971-01A	58 years, male, stage:iii, alive, 489 days	3316.8
TCGA-AA-3821-01A	81 years, female, stage:i, alive, 31 days	3305.2
TCGA-F4-6809-01A	52 years, female, white, stage:iva, dead, 403 days	3302.4
TCGA-CM-5349-01A	68 years, female, white, stage:iia, alive, 915 days	3296.2
TCGA-AA-3980-01A	89 years, female, stage:i, alive, 822 days	3290.7
TCGA-AA-A01C-01A	75 years, male, stage:iiia, alive, 457 days	3277.6
TCGA-T9-A92H-01A	82 years, male, black or african american, stage:iia, alive, 362 days	3275.6
TCGA-AA-3941-01A	84 years, female, stage:iva, alive, 730 days	3269.2
TCGA-AA-3818-01A	78 years, female, stage:iia, dead, 30 days	3267.3
TCGA-AA-A02O-01A	82 years, male, stage:ii, alive, 28 days	3262.3
TCGA-AA-3870-01A	71 years, female, stage:iv, alive, 912 days	3255.9
TCGA-DM-A1D6-01A	88 years, male, white, stage:iia, dead, 1518 days	3240.9
TCGA-CA-5255-01A	45 years, male, asian, stage:iia, alive, 376 days	3228.4
TCGA-CK-5913-01A	58 years, female, white, stage:iia, alive, 1561 days	3222.0
TCGA-AA-A00K-01A	79 years, male, stage:iia, alive, 549 days	3213.9
TCGA-G4-6588-01A	58 years, female, white, stage:iia, alive, 796 days	3213.3
TCGA-AA-3562-01A	82 years, male, stage:iiic, alive, 608 days	3199.9
TCGA-AA-3842-01A	51 years, male, stage:iiia, alive, 1126 days	3182.5
TCGA-A6-6654-01A	65 years, female, white, stage:iiib, alive, 726 days	3181.7
TCGA-A6-3807-01A	53 years, female, white, stage:iiic, alive, 1054 days	3157.8
TCGA-F4-6808-01A	54 years, female, white, stage:i, alive, 1024 days	3139.1
TCGA-A6-5661-01A	80 years, female, black or african american, stage:iia, alive, 1020 days	3136.0
TCGA-AD-6548-01A	81 years, female, white, stage:i, alive, 650 days	3121.1
TCGA-DM-A1D8-01A	50 years, female, white, dead, 383 days	3117.4
TCGA-D5-6536-01A	73 years, male, white, stage:iia, alive, 543 days	3091.7
TCGA-DM-A28M-01A	63 years, male, white, stage:iia, alive, 2895 days	3085.6
TCGA-D5-5538-01A	60 years, female, white, stage:iiib, dead, 1661 days	3071.0
TCGA-D5-6540-01A	66 years, male, white, stage:i, alive, 491 days	3067.4
TCGA-F4-6807-01A	51 years, female, white, stage:iiic, alive, 1309 days	3058.9
TCGA-CK-4950-01A	68 years, female, black or african american, stage:iiib, alive, 2599 days	3056.7
TCGA-A6-6141-01A	31 years, male, black or african american, stage:iia, alive, 255 days	3055.0
TCGA-F4-6805-01A	58 years, female, white, stage:iia, alive, 1047 days	3038.6
TCGA-A6-6138-01A	61 years, male, white, stage:i, alive, 685 days	3023.3
TCGA-AA-A00F-01A	66 years, male, stage:iiic, alive, 1035 days	3022.3
TCGA-CM-6170-01A	73 years, female, white, stage:i, alive, 457 days	3017.1
TCGA-A6-5660-01A	73 years, male, black or african american, stage:iiic, alive, 888 days	3017.1
TCGA-AA-A02W-01A	73 years, female, stage:i, alive, 1247 days	3011.9
TCGA-AA-3815-01A	65 years, female, stage:iia, alive, 1005 days	3007.2
TCGA-DM-A1D0-01A	79 years, female, white, stage:iia, alive, 3974 days	3005.8
TCGA-G4-6295-01A	70 years, female, white, stage:ii, alive, 254 days	3002.4
TCGA-CM-6679-01A	58 years, male, white, stage:iia, alive, 306 days	2997.4
TCGA-AA-3509-01A	54 years, female, stage:ii, alive, 1915 days	2989.7
TCGA-AA-A02R-01A	84 years, female, stage:iia, dead, 670 days	2989.2
TCGA-AA-3544-01A	68 years, male, stage:i, alive, 426 days	2977.1
TCGA-AA-A00D-01A	70 years, male, stage:i, alive, 578 days	2975.6
TCGA-F4-6703-01A	64 years, male, white, stage:iia, alive, 1456 days	2974.6
TCGA-AD-A5EK-01A	51 years, male, black or african american, stage:i, alive, 500 days	2951.3
TCGA-AA-3982-01A	75 years, male, stage:iiib, alive, 822 days	2948.9
TCGA-AA-3855-01A	72 years, male, stage:i, alive, 975 days	2943.2
TCGA-A6-5657-01A	65 years, male, black or african american, stage:iiib, alive, 962 days	2928.6
TCGA-AA-A02H-01A	74 years, female, stage:iv, dead, 61 days	2923.0
TCGA-AA-3554-01A	62 years, female, stage:iia, alive, 546 days	2902.1
TCGA-AA-A02E-01A	82 years, female, stage:iv, dead, 90 days	2896.7
TCGA-AA-A024-01A	81 years, male, stage:ii, dead, 1188 days	2891.0
TCGA-G4-6307-01A	37 years, female, white, stage:iiib, alive, 1674 days	2885.8
TCGA-AA-3666-01A	68 years, male, stage:iii, dead, 61 days	2883.4
TCGA-DM-A28A-01A	78 years, male, white, stage:iiic, dead, 805 days	2882.5
TCGA-G4-6317-01A	51 years, female, white, stage:iiic, alive, 1095 days	2880.7
TCGA-CA-5254-01A	42 years, female, asian, stage:iia, alive, 386 days	2879.6
TCGA-AA-3972-01A	72 years, male, stage:iv, alive, 1551 days	2868.0
TCGA-DM-A0X9-01A	71 years, female, white, stage:iia, alive, 3641 days	2867.5
TCGA-F4-6569-01A	60 years, male, white, stage:i, alive, 1087 days	2862.7
TCGA-CA-6718-01A	46 years, male, asian, stage:iia, dead, 306 days	2861.8
TCGA-A6-2674-01A	72 years, male, white, stage:iv, alive, 1331 days	2855.7
TCGA-G4-6323-01A	50 years, male, black or african american, stage:ia, alive, 419 days	2849.1
TCGA-F4-6806-01A	59 years, female, white, stage:i, alive, 1260 days	2847.1
TCGA-AA-3688-01A	80 years, male, stage:iv, alive, 578 days	2843.2
TCGA-CM-5860-01A	44 years, male, white, stage:iia, alive, 974 days	2838.4
TCGA-AA-3681-01A	77 years, female, stage:iii, alive, 182 days	2835.2
TCGA-AA-3866-01A	78 years, female, stage:i, alive, 518 days	2825.7
TCGA-AZ-6605-01A	78 years, male, white, stage:iiib, dead, 159 days	2822.1
TCGA-AA-3553-01A	61 years, female, stage:i, alive, 730 days	2812.2
TCGA-A6-2681-01A	73 years, female, white, stage:iia, alive, 1387 days	2805.3
TCGA-G4-6625-01A	77 years, female, white, stage:iia, alive, 2792 days	2803.2
TCGA-AY-6197-01A	60 years, male, white, stage:iia, alive, 652 days	2796.7
TCGA-D5-6541-01A	49 years, male, white, stage:iia, alive, 474 days	2793.2
TCGA-NH-A50T-01A	68 years, female, black or african american, stage:iia, alive, 553 days	2792.0
TCGA-A6-5666-01A	78 years, male, white, stage:iic, alive, 995 days	2773.3
TCGA-CA-6715-01A	63 years, male, asian, stage:iiib, alive, 383 days	2771.5
TCGA-AA-3531-01A	75 years, female, stage:iia, alive, 1035 days	2764.6
TCGA-F4-6855-01A	70 years, female, white, stage:iia, alive, 1442 days	2751.1
TCGA-A6-A566-01A	55 years, female, black or african american, stage:iiib, dead, 758 days	2749.1
TCGA-AA-3837-01A	67 years, male, stage:iia, alive, 1186 days	2742.0
TCGA-CM-5864-01A	60 years, male, white, stage:i, alive, 457 days	2737.4
TCGA-AZ-6598-01A	77 years, female, white, stage:ii, dead, 1503 days	2728.8
TCGA-G4-6315-01A	66 years, male, white, stage:iv, alive, 1883 days	2726.7
TCGA-AY-4071-01A	63 years, female, white, stage:i, dead, 29 days	2725.9
TCGA-AA-3875-01A	78 years, female, stage:i, alive, 549 days	2722.5
TCGA-CM-6677-01A	75 years, female, white, stage:iia, alive, 337 days	2716.0
TCGA-CM-5862-01A	80 years, male, white, stage:iva, dead, 153 days	2715.3
TCGA-AA-3956-01A	65 years, male, stage:iia, alive, 1035 days	2714.7
TCGA-AA-3555-01A	81 years, female, stage:iia, alive, 911 days	2710.3
TCGA-3L-AA1B-01A	61 years, female, black or african american, stage:i, alive, 475 days	2708.8
TCGA-AU-6004-01A	69 years, female, white, stage:i, alive, 824 days	2687.6
TCGA-D5-6529-01A	69 years, male, white, stage:iia, alive, 614 days	2669.0
TCGA-AA-3680-01A	67 years, female, stage:iv, dead, 335 days	2668.7
TCGA-CM-6164-01A	46 years, female, white, stage:iia, alive, 883 days	2667.1
TCGA-AA-3662-01A	80 years, female, stage:iv, alive, 184 days	2666.6
TCGA-AA-3552-01A	85 years, male, stage:iiic, dead, 396 days	2660.8
TCGA-CA-5797-01A	56 years, male, asian, stage:iia, alive, 383 days	2658.2
TCGA-AA-A01Q-01A	48 years, female, stage:ii, alive, 31 days	2653.1
TCGA-A6-5664-01A	80 years, male, black or african american, stage:iiic, alive, 672 days	2653.1
TCGA-NH-A5IV-01A	90 years, female, black or african american, stage:iia, alive, 588 days	2652.2
TCGA-AA-3715-01A	77 years, male, stage:ii, dead, 579 days	2651.7
TCGA-A6-6142-01A	56 years, female, white, stage:iva, alive, 763 days	2649.9
TCGA-AA-3861-01A	72 years, male, stage:iia, alive, 914 days	2649.6
TCGA-AM-5820-01A	60 years, female, white, stage:iva, alive, 14 days	2643.8
TCGA-AZ-5407-01A	51 years, female, white, stage:i, alive, 2683 days	2640.6
TCGA-AA-3655-01A	68 years, male, stage:ii, alive, 1856 days	2638.3
TCGA-AA-3856-01A	59 years, male, stage:iia, alive, 30 days	2623.9
TCGA-AY-A71X-01A	54 years, female, black or african american, stage:i, alive, 588 days	2614.7
TCGA-AZ-6600-01A	64 years, male, black or african american, stage:iv, dead, 368 days	2608.7
TCGA-DM-A28F-01A	73 years, male, white, stage:iiib, dead, 1094 days	2608.5
TCGA-AA-3495-01A	79 years, male, stage:i, alive, 1127 days	2596.5
TCGA-AD-5900-01A	67 years, male, white, stage:i, alive, 370 days	2594.4
TCGA-CM-6680-01A	78 years, female, white, stage:iiib, alive, 366 days	2581.4
TCGA-QG-A5Z2-01A	61 years, male, black or african american, stage:i, alive, 952 days	2580.4
TCGA-AZ-4682-01B	61 years, male, white, stage:iva, dead, 680 days	2576.8
TCGA-G4-6299-01A	69 years, male, white, stage:iiic, alive, 2268 days	2547.4
TCGA-NH-A8F8-01A	79 years, male, black or african american, stage:iv, dead, 511 days	2540.3
TCGA-AA-3844-01A	78 years, female, stage:iiic, alive, 454 days	2525.3
TCGA-AA-A01Z-01A	68 years, male, stage:ii, alive, 1126 days	2521.3
TCGA-AA-3854-01A	71 years, female, stage:i, alive, 1096 days	2517.8
TCGA-D5-5539-01A	60 years, male, white, stage:iiia, alive, 596 days	2516.5
TCGA-CA-6719-01A	77 years, male, asian, stage:iia, alive, 435 days	2516.4
TCGA-AA-3858-01A	67 years, male, stage:i, alive, 945 days	2507.0
TCGA-AA-3506-01A	77 years, male, stage:i, alive, 1765 days	2502.6
TCGA-AA-A01K-01A	74 years, female, stage:iiic, alive, 943 days	2500.7
TCGA-AA-3496-01A	83 years, female, stage:ii, alive, 31 days	2499.5
TCGA-AA-3819-01A	41 years, female, stage:iia, alive, 761 days	2486.2
TCGA-D5-7000-01A	79 years, female, white, stage:i, alive, 312 days	2481.5
TCGA-AZ-6599-01A	72 years, male, white, stage:i, dead, 206 days	2448.5
TCGA-AA-A01G-01A	63 years, male, stage:iia, alive, 365 days	2446.0
TCGA-G4-6626-01A	90 years, male, white, stage:iia, dead, 1422 days	2443.1
TCGA-AA-A02Y-01A	73 years, male, stage:i, alive, 1216 days	2432.1
TCGA-A6-6650-01A	69 years, female, black or african american, stage:iia, alive, 627 days	2423.8
TCGA-AZ-6607-01A	69 years, male, white, stage:iv, dead, 97 days	2416.6
TCGA-G4-6310-01A	69 years, male, white, stage:iiib, alive, 1935 days	2412.6
TCGA-CA-6717-01A	57 years, male, asian, stage:iia, alive, 388 days	2406.6
TCGA-AU-3779-01A	80 years, female, white, stage:iia, alive, 441 days	2405.5
TCGA-4T-AA8H-01A	42 years, female, black or african american, stage:iia, alive, 385 days	2393.9
TCGA-G4-6627-01A	84 years, male, white, stage:iia, alive, 2275 days	2393.5
TCGA-D5-6924-01A	68 years, male, white, stage:iia, alive, 435 days	2385.7
TCGA-AA-A004-01A	76 years, male, stage:iia, alive, 424 days	2384.9
TCGA-CK-4948-01B	45 years, female, white, stage:iii, alive, 4502 days	2377.9
TCGA-D5-6532-01A	61 years, male, white, stage:iia, alive, 555 days	2360.6
TCGA-G4-6297-01A	55 years, female, white, stage:iv, alive, 2506 days	2352.1
TCGA-CM-5861-01A	63 years, female, white, stage:iia, alive, 457 days	2349.6
TCGA-AA-A03J-01A	65 years, female, stage:i, alive, 1246 days	2341.1
TCGA-D5-6539-01A	45 years, female, white, alive, 380 days	2336.7
TCGA-AA-3869-01A	76 years, male, stage:iv, dead, 822 days	2331.9
TCGA-D5-5541-01A	63 years, male, white, stage:iiib, alive, 1701 days	2330.3
TCGA-A6-2680-01A	72 years, female, black or african american, stage:ii, alive, 1068 days	2330.1
TCGA-CM-5863-01A	60 years, female, white, stage:iiib, alive, 457 days	2326.6
TCGA-AA-3534-01A	78 years, female, stage:iia, alive, 882 days	2323.4
TCGA-5M-AATE-01A	76 years, male, black or african american, stage:iia, alive, 1200 days	2313.1
TCGA-G4-6322-01A	65 years, male, white, stage:iiib, alive, 792 days	2312.8
TCGA-AA-3511-01A	64 years, male, stage:ii, alive, 212 days	2310.5
TCGA-A6-A567-01A	56 years, male, black or african american, stage:iv, dead, 1881 days	2305.9
TCGA-AA-3867-01A	74 years, male, stage:iv, alive, 731 days	2305.8
TCGA-AA-3517-01A	60 years, male, stage:iia, alive, 1186 days	2305.8
TCGA-AY-A8YK-01A	44 years, male, black or african american, stage:iva, alive, 573 days	2287.9
TCGA-AA-3970-01A	65 years, male, stage:iia, alive, 1096 days	2287.0
TCGA-G4-6321-01A	60 years, female, white, stage:iii, alive, 672 days	2284.7
TCGA-D5-6926-01A	65 years, male, white, stage:iiib, alive, 275 days	2264.8
TCGA-NH-A6GA-01A	58 years, male, black or african american, stage:iiic, dead, 302 days	2258.8
TCGA-AA-A00Z-01A	70 years, male, stage:iia, alive, 669 days	2258.8
TCGA-AZ-6606-01A	81 years, male, white, stage:iv, dead, 357 days	2254.2
TCGA-AA-3489-01A	75 years, male, stage:ii, dead, 214 days	2251.2
TCGA-D5-6928-01A	80 years, male, white, stage:iia, alive, 354 days	2241.4
TCGA-AA-A00W-01A	80 years, male, stage:i, alive, 456 days	2236.7
TCGA-G4-6314-01A	76 years, female, white, stage:iv, alive, 1093 days	2233.8
TCGA-A6-2672-01B	82 years, female, white, stage:iiib, alive, 1419 days	2220.5
TCGA-AA-3556-01A	78 years, male, stage:i, alive, 700 days	2206.4
TCGA-AA-3697-01A	77 years, male, stage:ii, alive, 2587 days	2192.2
TCGA-D5-6531-01A	75 years, male, white, stage:iia, alive, 540 days	2181.2
TCGA-A6-6782-01A	82 years, male, white, stage:iib, alive, 617 days	2180.4
TCGA-CM-6162-01A	48 years, female, white, stage:iiib, alive, 365 days	2178.9
TCGA-AA-A01X-01A	80 years, female, stage:iii, alive, 791 days	2168.0
TCGA-DM-A28G-01A	75 years, male, white, stage:iia, dead, 1849 days	2166.5
TCGA-AA-3713-01A	68 years, male, stage:iv, alive, 579 days	2165.6
TCGA-AA-3660-01A	51 years, female, stage:ii, alive, 2375 days	2154.2
TCGA-CM-6676-01A	82 years, male, white, stage:i, alive, 337 days	2138.8
TCGA-F4-6463-01A	51 years, male, white, stage:iia, alive, 1087 days	2131.4
TCGA-CM-6163-01A	74 years, male, white, stage:i, alive, 90 days	2118.0
TCGA-AD-6899-01A	84 years, male, white, stage:iiic, dead, 176 days	2114.4
TCGA-CM-6168-01A	84 years, female, black or african american, stage:iia, alive, 395 days	2111.8
TCGA-CM-6171-01A	77 years, female, white, stage:i, alive, 427 days	2099.2
TCGA-D5-6920-01A	77 years, female, white, stage:iia, alive, 377 days	2098.3
TCGA-AA-3846-01A	74 years, female, stage:iia, alive, 518 days	2073.0
TCGA-CK-4947-01B	46 years, female, white, stage:iiib, alive, 534 days	2069.7
TCGA-QL-A97D-01A	84 years, female, black or african american, stage:i, alive, 666 days	2053.7
TCGA-AA-3678-01A	60 years, female, stage:iii, alive, 1430 days	2047.3
TCGA-A6-A565-01A	34 years, female, black or african american, stage:iiic, dead, 494 days	2044.2
TCGA-NH-A50V-01A	69 years, male, black or african american, stage:iiib, alive, 588 days	2035.5
TCGA-AA-3530-01A	80 years, male, stage:i, alive, 580 days	2014.3
TCGA-DM-A28C-01A	74 years, male, white, stage:iia, dead, 2475 days	2007.8
TCGA-D5-6530-01A	53 years, male, white, stage:i, alive, 621 days	2003.9
TCGA-AA-A01F-01A	72 years, male, stage:iiib, alive, 974 days	2003.1
TCGA-G4-6311-01A	80 years, male, white, stage:iii, alive, 1199 days	2002.2
TCGA-F4-6459-01A	61 years, female, white, stage:iiib, dead, 262 days	1994.6
TCGA-CK-4952-01A	48 years, female, white, stage:iiic, alive, 475 days	1986.3
TCGA-G4-6293-01A	49 years, female, white, stage:iii, alive, 4051 days	1986.0
TCGA-AA-A017-01A	57 years, female, stage:iia, alive, 457 days	1982.4
TCGA-AZ-6603-01A	77 years, female, white, dead, 899 days	1981.1
TCGA-A6-A56B-01A	57 years, male, black or african american, stage:iiib, dead, 1711 days	1975.9
TCGA-A6-6140-01A	62 years, male, white, stage:iia, alive, 734 days	1973.7
TCGA-G4-6294-01A	76 years, male, white, stage:iv, dead, 858 days	1973.2
TCGA-CM-6161-01A	36 years, female, white, stage:i, alive, 457 days	1963.9
TCGA-A6-6651-01A	55 years, female, white, stage:iiib, alive, 662 days	1960.5
TCGA-CA-5796-01A	53 years, female, asian, stage:iia, alive, 377 days	1955.6
TCGA-AY-4070-01A	51 years, female, black or african american, stage:iiic, dead, 496 days	1947.7
TCGA-A6-6649-01A	66 years, male, white, stage:iiib, alive, 735 days	1944.0
TCGA-G4-6306-01A	71 years, male, white, alive, 1359 days	1915.6
TCGA-A6-6652-01A	59 years, male, black or african american, stage:iva, alive, 751 days	1914.7
TCGA-A6-5667-01A	40 years, female, white, stage:iiib, alive, 887 days	1911.9
TCGA-D5-6931-01A	77 years, male, white, stage:iiic, alive, 365 days	1894.0
TCGA-F4-6854-01A	77 years, female, white, stage:iia, alive, 16 days	1892.4
TCGA-DM-A28E-01A	72 years, female, white, stage:iia, alive, 3648 days	1867.6
TCGA-F4-6460-01A	51 years, female, white, stage:iiib, dead, 972 days	1864.2
TCGA-F4-6704-01A	60 years, male, american indian or alaska native, stage:iiic, alive, 47 days	1858.9
TCGA-AA-3973-01A	69 years, male, stage:iv, alive, 397 days	1853.7
TCGA-A6-2675-01A	78 years, male, white, stage:iia, alive, 1321 days	1848.7
TCGA-G4-6302-01A	90 years, female, white, stage:iia, dead, 2047 days	1840.1
TCGA-AA-A00L-01A	66 years, male, stage:iia, alive, 1157 days	1835.4
TCGA-AA-3986-01A	73 years, male, stage:i, alive, 580 days	1816.9
TCGA-DM-A28H-01A	50 years, male, white, stage:iiic, alive, 3561 days	1802.4
TCGA-D5-6898-01A	51 years, female, white, stage:i, alive, 229 days	1777.8
TCGA-SS-A7HO-01A	44 years, female, black or african american, stage:iib, alive, 1829 days	1772.2
TCGA-D5-6922-01A	76 years, male, white, stage:iiia, alive, 308 days	1736.9
TCGA-AY-6196-01A	47 years, male, white, stage:iiic, alive, 6 days	1723.2
TCGA-AA-A01V-01A	59 years, male, stage:i, alive, 31 days	1710.3
TCGA-D5-6535-01A	80 years, female, white, stage:iiib, alive, 460 days	1700.0
TCGA-AA-3672-01A	90 years, female, stage:iii, alive, 28 days	1698.3
TCGA-CK-5912-01A	82 years, male, white, stage:i, dead, 1493 days	1694.2
TCGA-AZ-4323-01A	37 years, male, white, stage:iv, dead, 43 days	1687.6
TCGA-AA-3811-01A	84 years, female, stage:iii, dead, 306 days	1674.1
TCGA-AA-3975-01A	80 years, male, stage:i, alive, 1036 days	1672.9
TCGA-AA-3812-01A	82 years, female, stage:iia, alive, 1066 days	1662.7
TCGA-CM-6165-01A	74 years, male, white, stage:iia, alive, 488 days	1652.2
TCGA-DM-A285-01A	71 years, female, white, stage:iv, dead, 179 days	1629.6
TCGA-CM-6167-01A	57 years, female, black or african american, stage:iiic, alive, 456 days	1619.4
TCGA-CM-6675-01A	35 years, male, black or african american, stage:ivb, alive, 397 days	1616.4
TCGA-AA-A02J-01A	70 years, female, stage:iv, dead, 153 days	1598.2
TCGA-CM-6172-01A	70 years, female, white, stage:iiib, alive, 335 days	1579.9
TCGA-QG-A5Z1-01A	71 years, male, black or african american, stage:iiib, dead, 256 days	1568.6
TCGA-AA-3664-01A	74 years, female, stage:ii, alive, 1643 days	1547.8
TCGA-AA-3968-01A	55 years, female, stage:i, alive, 669 days	1543.0
TCGA-AA-A01D-01A	47 years, female, stage:iiic, dead, 334 days	1529.8
TCGA-AA-A00O-01A	83 years, female, stage:iiic, alive, 822 days	1527.6
TCGA-D5-6538-01A	79 years, female, white, stage:iiib, alive, 521 days	1522.8
TCGA-CM-5348-01A	72 years, male, white, stage:iiib, alive, 699 days	1502.3
TCGA-D5-6923-01A	57 years, male, white, stage:i, alive, 378 days	1491.4
TCGA-CM-6169-01A	67 years, male, black or african american, stage:iia, alive, 396 days	1487.7
TCGA-AA-A01S-01A	47 years, female, stage:iii, alive, 31 days	1483.4
TCGA-WS-AB45-01A	female, black or african american, stage:iia, alive, 2130 days	1479.0
TCGA-A6-6137-01A	55 years, male, white, stage:iiib, alive, 824 days	1467.3
TCGA-AA-3514-01A	81 years, female, stage:i, alive, 31 days	1466.1
TCGA-AA-3667-01A	36 years, female, stage:i, alive, 426 days	1466.0
TCGA-D5-6533-01A	68 years, female, white, alive, 775 days	1464.3
TCGA-AA-3538-01A	54 years, female, stage:i, alive, 791 days	1431.3
TCGA-NH-A6GB-01A	71 years, female, black or african american, stage:iiic, alive, 476 days	1386.4
TCGA-A6-A5ZU-01A	59 years, male, black or african american, stage:iiib, alive, 293 days	1273.5
TCGA-DM-A1DB-01A	68 years, male, white, stage:iia, dead, 1348 days	1241.5
TCGA-AA-3848-01A	82 years, female, stage:iiic, dead, 306 days	1238.8
TCGA-NH-A8F7-01A	53 years, female, black or african american, stage:iia, alive, 543 days	1226.1
TCGA-AA-3841-01A	66 years, male, stage:iia, alive, 1124 days	1216.3
TCGA-A6-2683-01A	57 years, female, white, stage:iv, dead, 504 days	1180.8
TCGA-G4-6303-01A	54 years, female, white, stage:iv, dead, 2003 days	1106.2
TCGA-A6-6648-01A	56 years, male, white, stage:iva, alive, 766 days	856.4
TCGA-A6-6781-01B	43 years, male, white, stage:iiic, alive, 598 days	743.3
TCGA-A6-2684-01C	75 years, female, white, stage:i, alive, 1127 days	719.4
TCGA-A6-2677-01B	68 years, female, white, stage:iiic, dead, 740 days	616.1
TCGA-A6-5656-01B	74 years, male, white, stage:i, alive, 1001 days	373.5
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