Expression of FTL 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: 3544.16
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

3003.3

Number of samples

438

Samples

Sample	Description	FPKM
TCGA-DM-A1D0-01A	79 years, female, white, stage:iia, alive, 3974 days	13913.9
TCGA-A6-2686-01A	81 years, female, white, stage:iia, dead, 1126 days	9897.5
TCGA-AD-6888-01A	73 years, male, white, stage:iiib, dead, 472 days	8789.3
TCGA-AA-3542-01A	69 years, male, stage:iiic, alive, 395 days	8268.3
TCGA-AA-3561-01A	72 years, male, stage:iia, alive, 424 days	8187.7
TCGA-DM-A1HA-01A	82 years, male, white, stage:iiic, alive, 4000 days	7886.8
TCGA-AA-A01G-01A	63 years, male, stage:iia, alive, 365 days	7473.1
TCGA-D5-6538-01A	79 years, female, white, stage:iiib, alive, 521 days	7250.6
TCGA-AA-3685-01A	69 years, male, stage:ii, alive, 1127 days	6990.7
TCGA-DM-A0X9-01A	71 years, female, white, stage:iia, alive, 3641 days	6988.9
TCGA-AA-3544-01A	68 years, male, stage:i, alive, 426 days	6458.6
TCGA-A6-6651-01A	55 years, female, white, stage:iiib, alive, 662 days	6250.3
TCGA-F4-6463-01A	51 years, male, white, stage:iia, alive, 1087 days	6213.2
TCGA-AA-3867-01A	74 years, male, stage:iv, alive, 731 days	6107.6
TCGA-AA-3950-01A	79 years, female, stage:iia, alive, 730 days	6025.5
TCGA-AA-3855-01A	72 years, male, stage:i, alive, 975 days	5974.1
TCGA-AD-6964-01A	58 years, male, white, dead, 331 days	5940.5
TCGA-5M-AATE-01A	76 years, male, black or african american, stage:iia, alive, 1200 days	5845.7
TCGA-AA-3979-01A	84 years, male, stage:iia, alive, 730 days	5750.0
TCGA-D5-6537-01A	64 years, male, white, stage:iiib, dead, 146 days	5748.4
TCGA-CM-6161-01A	36 years, female, white, stage:i, alive, 457 days	5713.3
TCGA-A6-6780-01A	74 years, male, white, stage:iia, alive, 612 days	5708.0
TCGA-AA-3548-01A	71 years, female, stage:iiic, alive, 1034 days	5614.2
TCGA-AY-6196-01A	47 years, male, white, stage:iiic, alive, 6 days	5490.5
TCGA-AA-3875-01A	78 years, female, stage:i, alive, 549 days	5400.9
TCGA-AA-3678-01A	60 years, female, stage:iii, alive, 1430 days	5228.6
TCGA-AA-3972-01A	72 years, male, stage:iv, alive, 1551 days	5209.2
TCGA-F4-6808-01A	54 years, female, white, stage:i, alive, 1024 days	5144.1
TCGA-AA-3506-01A	77 years, male, stage:i, alive, 1765 days	5140.4
TCGA-AA-3970-01A	65 years, male, stage:iia, alive, 1096 days	5100.9
TCGA-F4-6703-01A	64 years, male, white, stage:iia, alive, 1456 days	5085.6
TCGA-AA-3560-01A	72 years, female, stage:iiic, alive, 608 days	5047.6
TCGA-AY-4071-01A	63 years, female, white, stage:i, dead, 29 days	5046.3
TCGA-F4-6570-01A	78 years, female, white, stage:iia, dead, 188 days	5031.3
TCGA-AA-3526-01A	57 years, male, stage:i, alive, 580 days	5017.7
TCGA-G4-6315-01A	66 years, male, white, stage:iv, alive, 1883 days	4969.2
TCGA-D5-5541-01A	63 years, male, white, stage:iiib, alive, 1701 days	4963.9
TCGA-AA-A01D-01A	47 years, female, stage:iiic, dead, 334 days	4930.0
TCGA-A6-4105-01A	79 years, male, white, stage:iia, dead, 442 days	4895.7
TCGA-D5-6534-01A	62 years, female, white, stage:iia, alive, 1316 days	4685.8
TCGA-A6-3810-01A	63 years, male, white, stage:iia, alive, 1111 days	4605.3
TCGA-A6-6654-01A	65 years, female, white, stage:iiib, alive, 726 days	4604.5
TCGA-D5-6541-01A	49 years, male, white, stage:iia, alive, 474 days	4597.8
TCGA-AA-3692-01A	47 years, female, stage:iv, dead, 1095 days	4593.8
TCGA-AA-3949-01A	87 years, female, stage:iiib, alive, 791 days	4585.2
TCGA-CA-5256-01A	54 years, female, asian, stage:iia, alive, 379 days	4533.2
TCGA-CM-6166-01A	48 years, female, white, stage:i, alive, 669 days	4527.7
TCGA-CM-4746-01A	61 years, male, black or african american, stage:i, alive, 1126 days	4520.8
TCGA-CM-5341-01A	82 years, female, white, stage:iiia, alive, 884 days	4519.3
TCGA-A6-6138-01A	61 years, male, white, stage:i, alive, 685 days	4491.2
TCGA-AA-3939-01A	83 years, male, stage:iia, alive, 395 days	4483.2
TCGA-AA-3524-01A	85 years, male, stage:ii, alive, 1096 days	4473.4
TCGA-AA-3869-01A	76 years, male, stage:iv, dead, 822 days	4451.9
TCGA-AA-3861-01A	72 years, male, stage:iia, alive, 914 days	4441.0
TCGA-DM-A0XF-01A	68 years, female, white, stage:iiic, dead, 1162 days	4423.8
TCGA-CK-6748-01A	45 years, female, white, stage:iv, alive, 61 days	4385.0
TCGA-G4-6311-01A	80 years, male, white, stage:iii, alive, 1199 days	4362.0
TCGA-CM-6676-01A	82 years, male, white, stage:i, alive, 337 days	4299.3
TCGA-A6-A567-01A	56 years, male, black or african american, stage:iv, dead, 1881 days	4298.1
TCGA-AA-3553-01A	61 years, female, stage:i, alive, 730 days	4282.7
TCGA-D5-6929-01A	49 years, female, white, stage:iv, alive, 408 days	4278.8
TCGA-AA-A00K-01A	79 years, male, stage:iia, alive, 549 days	4273.8
TCGA-AY-A69D-01A	55 years, female, black or african american, stage:iia, alive, 543 days	4256.7
TCGA-AA-3831-01A	66 years, male, stage:iia, alive, 547 days	4251.5
TCGA-AA-3982-01A	75 years, male, stage:iiib, alive, 822 days	4249.5
TCGA-A6-5666-01A	78 years, male, white, stage:iic, alive, 995 days	4237.7
TCGA-AZ-5407-01A	51 years, female, white, stage:i, alive, 2683 days	4234.1
TCGA-D5-6898-01A	51 years, female, white, stage:i, alive, 229 days	4208.1
TCGA-AA-3976-01A	70 years, male, stage:iiia, alive, 791 days	4181.2
TCGA-AA-A00O-01A	83 years, female, stage:iiic, alive, 822 days	4171.6
TCGA-AA-3697-01A	77 years, male, stage:ii, alive, 2587 days	4145.1
TCGA-A6-2674-01A	72 years, male, white, stage:iv, alive, 1331 days	4139.5
TCGA-AA-3666-01A	68 years, male, stage:iii, dead, 61 days	4104.0
TCGA-AA-3856-01A	59 years, male, stage:iia, alive, 30 days	4097.1
TCGA-G4-6306-01A	71 years, male, white, alive, 1359 days	4072.3
TCGA-CM-5349-01A	68 years, female, white, stage:iia, alive, 915 days	4061.4
TCGA-AD-6901-01A	78 years, male, white, dead, 682 days	4050.0
TCGA-AZ-4682-01B	61 years, male, white, stage:iva, dead, 680 days	4028.4
TCGA-AA-3662-01A	80 years, female, stage:iv, alive, 184 days	4015.2
TCGA-A6-A56B-01A	57 years, male, black or african american, stage:iiib, dead, 1711 days	3983.6
TCGA-4N-A93T-01A	67 years, male, black or african american, stage:iiib, alive, 146 days	3958.2
TCGA-AA-3860-01A	53 years, female, stage:iiib, alive, 945 days	3944.1
TCGA-AA-3660-01A	51 years, female, stage:ii, alive, 2375 days	3935.6
TCGA-A6-5657-01A	65 years, male, black or african american, stage:iiib, alive, 962 days	3899.6
TCGA-AA-A02F-01A	68 years, female, stage:iv, alive, 1216 days	3882.8
TCGA-F4-6854-01A	77 years, female, white, stage:iia, alive, 16 days	3871.1
TCGA-AA-3552-01A	85 years, male, stage:iiic, dead, 396 days	3853.5
TCGA-D5-6529-01A	69 years, male, white, stage:iia, alive, 614 days	3838.7
TCGA-AA-3509-01A	54 years, female, stage:ii, alive, 1915 days	3820.6
TCGA-AA-A029-01A	67 years, male, stage:ii, alive, 1581 days	3798.8
TCGA-AA-A00D-01A	70 years, male, stage:i, alive, 578 days	3788.7
TCGA-AA-3975-01A	80 years, male, stage:i, alive, 1036 days	3787.1
TCGA-NH-A8F7-01A	53 years, female, black or african american, stage:iia, alive, 543 days	3786.6
TCGA-AA-A00U-01A	50 years, male, stage:iiib, alive, 518 days	3760.0
TCGA-CM-5860-01A	44 years, male, white, stage:iia, alive, 974 days	3759.6
TCGA-D5-5538-01A	60 years, female, white, stage:iiib, dead, 1661 days	3730.5
TCGA-A6-2675-01A	78 years, male, white, stage:iia, alive, 1321 days	3720.2
TCGA-AA-3858-01A	67 years, male, stage:i, alive, 945 days	3719.2
TCGA-AA-3663-01A	42 years, male, stage:ii, alive, 212 days	3691.9
TCGA-AA-3532-01A	63 years, male, stage:iia, alive, 882 days	3688.2
TCGA-AA-3866-01A	78 years, female, stage:i, alive, 518 days	3675.2
TCGA-A6-A566-01A	55 years, female, black or african american, stage:iiib, dead, 758 days	3672.5
TCGA-AM-5820-01A	60 years, female, white, stage:iva, alive, 14 days	3670.7
TCGA-CM-4752-01A	58 years, male, black or african american, stage:iia, alive, 396 days	3667.3
TCGA-A6-2685-01A	48 years, female, black or african american, stage:iia, alive, 1133 days	3661.6
TCGA-AZ-6598-01A	77 years, female, white, stage:ii, dead, 1503 days	3658.8
TCGA-F4-6569-01A	60 years, male, white, stage:i, alive, 1087 days	3656.3
TCGA-AA-3538-01A	54 years, female, stage:i, alive, 791 days	3653.0
TCGA-D5-6932-01A	69 years, male, white, stage:iia, alive, 346 days	3630.2
TCGA-AA-A00L-01A	66 years, male, stage:iia, alive, 1157 days	3627.0
TCGA-CM-5348-01A	72 years, male, white, stage:iiib, alive, 699 days	3620.7
TCGA-AA-3952-01A	68 years, male, stage:iiic, dead, 61 days	3589.8
TCGA-AA-3679-01A	59 years, male, stage:iv, alive, 457 days	3585.9
TCGA-CM-4744-01A	69 years, male, white, stage:i, alive, 609 days	3580.8
TCGA-G4-6625-01A	77 years, female, white, stage:iia, alive, 2792 days	3575.2
TCGA-A6-3809-01A	71 years, female, white, stage:iib, alive, 996 days	3554.4
TCGA-CM-5864-01A	60 years, male, white, stage:i, alive, 457 days	3548.8
TCGA-CM-5862-01A	80 years, male, white, stage:iva, dead, 153 days	3539.5
TCGA-AA-3815-01A	65 years, female, stage:iia, alive, 1005 days	3536.2
TCGA-AA-3519-01A	63 years, male, stage:iii, alive, 276 days	3527.1
TCGA-AA-3511-01A	64 years, male, stage:ii, alive, 212 days	3513.5
TCGA-AA-3543-01A	84 years, male, stage:i, alive, 30 days	3505.3
TCGA-AZ-6605-01A	78 years, male, white, stage:iiib, dead, 159 days	3494.5
TCGA-AA-3688-01A	80 years, male, stage:iv, alive, 578 days	3486.7
TCGA-CM-4750-01A	34 years, female, white, stage:iiia, alive, 244 days	3484.5
TCGA-AA-3489-01A	75 years, male, stage:ii, dead, 214 days	3455.2
TCGA-AA-3966-01A	89 years, female, stage:iia, alive, 61 days	3455.0
TCGA-RU-A8FL-01A	51 years, male, black or african american, stage:iiib, alive, 1177 days	3449.7
TCGA-F4-6807-01A	51 years, female, white, stage:iiic, alive, 1309 days	3444.8
TCGA-A6-5660-01A	73 years, male, black or african american, stage:iiic, alive, 888 days	3435.7
TCGA-F4-6855-01A	70 years, female, white, stage:iia, alive, 1442 days	3428.7
TCGA-AZ-6601-01A	68 years, male, white, stage:ii, dead, 3042 days	3422.4
TCGA-AA-3496-01A	83 years, female, stage:ii, alive, 31 days	3400.6
TCGA-AA-3710-01A	80 years, female, stage:iia, alive, 821 days	3389.8
TCGA-CA-6717-01A	57 years, male, asian, stage:iia, alive, 388 days	3380.9
TCGA-A6-A5ZU-01A	59 years, male, black or african american, stage:iiib, alive, 293 days	3379.8
TCGA-D5-5540-01A	73 years, male, white, stage:iia, alive, 1706 days	3370.0
TCGA-5M-AAT6-01A	40 years, female, black or african american, stage:iv, dead, 290 days	3338.2
TCGA-AA-A02R-01A	84 years, female, stage:iia, dead, 670 days	3330.4
TCGA-CM-5863-01A	60 years, female, white, stage:iiib, alive, 457 days	3326.3
TCGA-G4-6307-01A	37 years, female, white, stage:iiib, alive, 1674 days	3320.5
TCGA-AA-3989-01A	84 years, male, stage:iv, dead, 242 days	3320.5
TCGA-AA-3819-01A	41 years, female, stage:iia, alive, 761 days	3305.8
TCGA-AA-3851-01A	74 years, male, stage:iia, alive, 1006 days	3301.2
TCGA-D5-6928-01A	80 years, male, white, stage:iia, alive, 354 days	3297.8
TCGA-SS-A7HO-01A	44 years, female, black or african american, stage:iib, alive, 1829 days	3294.3
TCGA-CA-5797-01A	56 years, male, asian, stage:iia, alive, 383 days	3286.3
TCGA-AA-A03J-01A	65 years, female, stage:i, alive, 1246 days	3279.5
TCGA-A6-5662-01A	46 years, male, white, stage:iva, alive, 718 days	3275.3
TCGA-G4-6298-01A	90 years, male, black or african american, stage:iiib, dead, 715 days	3261.0
TCGA-CA-6715-01A	63 years, male, asian, stage:iiib, alive, 383 days	3258.8
TCGA-AA-3675-01A	84 years, male, stage:ii, alive, 1431 days	3233.0
TCGA-AY-5543-01A	65 years, female, black or african american, stage:iva, alive, 1004 days	3216.1
TCGA-F4-6459-01A	61 years, female, white, stage:iiib, dead, 262 days	3198.6
TCGA-AA-A01Z-01A	68 years, male, stage:ii, alive, 1126 days	3189.3
TCGA-F4-6809-01A	52 years, female, white, stage:iva, dead, 403 days	3183.7
TCGA-CM-6169-01A	67 years, male, black or african american, stage:iia, alive, 396 days	3181.5
TCGA-AA-A00W-01A	80 years, male, stage:i, alive, 456 days	3180.5
TCGA-G4-6626-01A	90 years, male, white, stage:iia, dead, 1422 days	3165.9
TCGA-CM-6679-01A	58 years, male, white, stage:iia, alive, 306 days	3160.2
TCGA-AA-A00Q-01A	66 years, female, stage:iiib, alive, 1278 days	3160.2
TCGA-D5-6924-01A	68 years, male, white, stage:iia, alive, 435 days	3153.5
TCGA-DM-A1D7-01A	82 years, male, white, stage:iia, dead, 405 days	3149.8
TCGA-CK-5914-01A	81 years, male, white, stage:iiib, alive, 669 days	3134.0
TCGA-CM-6164-01A	46 years, female, white, stage:iia, alive, 883 days	3126.5
TCGA-CM-6170-01A	73 years, female, white, stage:i, alive, 457 days	3125.0
TCGA-AA-A01K-01A	74 years, female, stage:iiic, alive, 943 days	3115.4
TCGA-AZ-5403-01A	43 years, male, white, stage:ii, dead, 1910 days	3083.6
TCGA-AA-3492-01A	90 years, female, stage:ii, dead, 92 days	3076.2
TCGA-DM-A28E-01A	72 years, female, white, stage:iia, alive, 3648 days	3070.4
TCGA-CM-6677-01A	75 years, female, white, stage:iia, alive, 337 days	3054.9
TCGA-AA-A02J-01A	70 years, female, stage:iv, dead, 153 days	3036.3
TCGA-AZ-6608-01A	55 years, female, white, stage:iiia, dead, 59 days	3029.3
TCGA-AA-3986-01A	73 years, male, stage:i, alive, 580 days	3027.1
TCGA-T9-A92H-01A	82 years, male, black or african american, stage:iia, alive, 362 days	3013.7
TCGA-CM-4747-01A	47 years, male, white, stage:iva, alive, 761 days	3012.7
TCGA-NH-A6GA-01A	58 years, male, black or african american, stage:iiic, dead, 302 days	3007.2
TCGA-AA-A02K-01A	50 years, male, stage:iv, dead, 426 days	2978.1
TCGA-DM-A28M-01A	63 years, male, white, stage:iia, alive, 2895 days	2973.1
TCGA-A6-5664-01A	80 years, male, black or african american, stage:iiic, alive, 672 days	2958.0
TCGA-AA-3862-01A	82 years, male, stage:iia, alive, 914 days	2952.6
TCGA-AA-3818-01A	78 years, female, stage:iia, dead, 30 days	2945.5
TCGA-AD-6963-01A	58 years, male, white, alive, 834 days	2940.1
TCGA-AA-A00Z-01A	70 years, male, stage:iia, alive, 669 days	2932.5
TCGA-AD-A5EK-01A	51 years, male, black or african american, stage:i, alive, 500 days	2931.6
TCGA-A6-6142-01A	56 years, female, white, stage:iva, alive, 763 days	2924.9
TCGA-AA-3502-01A	73 years, male, stage:i, alive, 1065 days	2922.7
TCGA-AA-3842-01A	51 years, male, stage:iiia, alive, 1126 days	2916.1
TCGA-NH-A5IV-01A	90 years, female, black or african american, stage:iia, alive, 588 days	2906.8
TCGA-AA-A01C-01A	75 years, male, stage:iiia, alive, 457 days	2904.7
TCGA-AA-A02O-01A	82 years, male, stage:ii, alive, 28 days	2900.7
TCGA-AA-3534-01A	78 years, female, stage:iia, alive, 882 days	2897.0
TCGA-NH-A50T-01A	68 years, female, black or african american, stage:iia, alive, 553 days	2887.6
TCGA-F4-6805-01A	58 years, female, white, stage:iia, alive, 1047 days	2885.7
TCGA-D5-6536-01A	73 years, male, white, stage:iia, alive, 543 days	2885.1
TCGA-AZ-6603-01A	77 years, female, white, dead, 899 days	2876.6
TCGA-G4-6297-01A	55 years, female, white, stage:iv, alive, 2506 days	2876.6
TCGA-AA-A01P-01A	80 years, female, stage:iii, dead, 1158 days	2865.1
TCGA-AA-3517-01A	60 years, male, stage:iia, alive, 1186 days	2858.1
TCGA-DM-A1DB-01A	68 years, male, white, stage:iia, dead, 1348 days	2853.8
TCGA-AA-3494-01A	55 years, male, stage:iv, alive, 31 days	2853.3
TCGA-G4-6586-01A	74 years, female, white, stage:iia, alive, 1089 days	2828.3
TCGA-G4-6295-01A	70 years, female, white, stage:ii, alive, 254 days	2828.0
TCGA-NH-A8F8-01A	79 years, male, black or african american, stage:iv, dead, 511 days	2825.2
TCGA-D5-6531-01A	75 years, male, white, stage:iia, alive, 540 days	2821.4
TCGA-DM-A28A-01A	78 years, male, white, stage:iiic, dead, 805 days	2820.8
TCGA-AA-3844-01A	78 years, female, stage:iiic, alive, 454 days	2818.5
TCGA-AD-6548-01A	81 years, female, white, stage:i, alive, 650 days	2818.5
TCGA-AZ-4315-01A	61 years, male, white, stage:iia, alive, 1776 days	2816.8
TCGA-AA-3977-01A	65 years, male, alive, 761 days	2814.2
TCGA-G4-6628-01A	78 years, male, white, stage:i, alive, 2424 days	2801.3
TCGA-G4-6293-01A	49 years, female, white, stage:iii, alive, 4051 days	2799.4
TCGA-AD-6965-01A	62 years, male, white, stage:iiic, alive, 805 days	2796.6
TCGA-AZ-4616-01A	82 years, female, white, stage:iv, dead, 156 days	2793.1
TCGA-AA-3833-01A	63 years, female, stage:iia, alive, 485 days	2784.0
TCGA-AA-3811-01A	84 years, female, stage:iii, dead, 306 days	2779.9
TCGA-AA-3488-01A	58 years, male, stage:iv, dead, 153 days	2779.3
TCGA-AA-3520-01A	86 years, female, stage:ii, alive, 731 days	2777.0
TCGA-AZ-4615-01A	84 years, male, white, stage:iiib, alive, 1002 days	2770.6
TCGA-AA-3673-01A	53 years, female, stage:ii, alive, 1522 days	2753.4
TCGA-G4-6303-01A	54 years, female, white, stage:iv, dead, 2003 days	2744.6
TCGA-AA-3554-01A	62 years, female, stage:iia, alive, 546 days	2733.5
TCGA-DM-A282-01A	61 years, female, white, stage:iia, alive, 4233 days	2733.4
TCGA-AA-3971-01A	58 years, male, stage:iii, alive, 489 days	2730.2
TCGA-AD-6890-01A	65 years, male, white, alive, 746 days	2722.5
TCGA-AA-3994-01A	69 years, male, stage:iiib, alive, 822 days	2721.8
TCGA-G4-6320-01A	73 years, male, white, stage:iii, alive, 804 days	2712.9
TCGA-CM-6167-01A	57 years, female, black or african american, stage:iiic, alive, 456 days	2711.3
TCGA-AA-A02H-01A	74 years, female, stage:iv, dead, 61 days	2688.5
TCGA-CM-6165-01A	74 years, male, white, stage:iia, alive, 488 days	2687.0
TCGA-AA-3837-01A	67 years, male, stage:iia, alive, 1186 days	2687.0
TCGA-AA-3870-01A	71 years, female, stage:iv, alive, 912 days	2678.6
TCGA-3L-AA1B-01A	61 years, female, black or african american, stage:i, alive, 475 days	2676.1
TCGA-QG-A5YW-01A	55 years, female, black or african american, stage:iiic, alive, 896 days	2670.5
TCGA-CA-6719-01A	77 years, male, asian, stage:iia, alive, 435 days	2664.4
TCGA-D5-6535-01A	80 years, female, white, stage:iiib, alive, 460 days	2661.8
TCGA-CM-4748-01A	53 years, male, white, stage:iiib, alive, 792 days	2657.9
TCGA-AA-A00F-01A	66 years, male, stage:iiic, alive, 1035 days	2654.7
TCGA-AZ-4684-01A	50 years, male, white, stage:iva, alive, 1977 days	2650.5
TCGA-A6-2682-01A	70 years, male, white, stage:iv, dead, 424 days	2644.2
TCGA-QL-A97D-01A	84 years, female, black or african american, stage:i, alive, 666 days	2633.5
TCGA-AA-3955-01A	38 years, male, stage:iiib, alive, 638 days	2631.8
TCGA-CK-4950-01A	68 years, female, black or african american, stage:iiib, alive, 2599 days	2631.7
TCGA-AD-6899-01A	84 years, male, white, stage:iiic, dead, 176 days	2613.1
TCGA-A6-6782-01A	82 years, male, white, stage:iib, alive, 617 days	2613.1
TCGA-G4-6317-01A	51 years, female, white, stage:iiic, alive, 1095 days	2611.7
TCGA-AA-3930-01A	66 years, male, stage:iv, dead, 61 days	2605.8
TCGA-A6-2681-01A	73 years, female, white, stage:iia, alive, 1387 days	2599.6
TCGA-AZ-6600-01A	64 years, male, black or african american, stage:iv, dead, 368 days	2594.8
TCGA-CM-5344-01A	39 years, female, white, stage:iiib, alive, 670 days	2589.9
TCGA-NH-A50U-01A	42 years, male, black or african american, stage:iva, dead, 334 days	2582.1
TCGA-CA-5254-01A	42 years, female, asian, stage:iia, alive, 386 days	2574.4
TCGA-A6-6137-01A	55 years, male, white, stage:iiib, alive, 824 days	2569.0
TCGA-AZ-4614-01A	71 years, female, white, stage:iva, dead, 172 days	2568.6
TCGA-G4-6310-01A	69 years, male, white, stage:iiib, alive, 1935 days	2550.5
TCGA-DM-A28G-01A	75 years, male, white, stage:iia, dead, 1849 days	2546.9
TCGA-A6-2676-01A	75 years, female, white, stage:iib, dead, 1305 days	2545.4
TCGA-G4-6299-01A	69 years, male, white, stage:iiic, alive, 2268 days	2543.4
TCGA-D5-6532-01A	61 years, male, white, stage:iia, alive, 555 days	2542.4
TCGA-QG-A5Z1-01A	71 years, male, black or african american, stage:iiib, dead, 256 days	2534.4
TCGA-AA-A01I-01A	76 years, male, stage:i, alive, 943 days	2530.4
TCGA-A6-3807-01A	53 years, female, white, stage:iiic, alive, 1054 days	2530.1
TCGA-A6-6141-01A	31 years, male, black or african american, stage:iia, alive, 255 days	2521.6
TCGA-AA-A00E-01A	65 years, male, stage:iia, alive, 913 days	2512.7
TCGA-DM-A0XD-01A	65 years, male, white, stage:iia, dead, 743 days	2512.1
TCGA-CA-6716-01A	65 years, male, asian, stage:iia, alive, 371 days	2511.7
TCGA-A6-2680-01A	72 years, female, black or african american, stage:ii, alive, 1068 days	2509.6
TCGA-AA-A02Y-01A	73 years, male, stage:i, alive, 1216 days	2497.4
TCGA-AA-3980-01A	89 years, female, stage:i, alive, 822 days	2478.9
TCGA-CA-6718-01A	46 years, male, asian, stage:iia, dead, 306 days	2468.6
TCGA-D5-6927-01A	34 years, male, white, stage:iia, alive, 287 days	2468.5
TCGA-AA-3495-01A	79 years, male, stage:i, alive, 1127 days	2456.9
TCGA-DM-A1DA-01A	71 years, female, white, stage:iiic, dead, 228 days	2447.8
TCGA-G4-6627-01A	84 years, male, white, stage:iia, alive, 2275 days	2447.2
TCGA-NH-A6GB-01A	71 years, female, black or african american, stage:iiic, alive, 476 days	2440.1
TCGA-AA-3562-01A	82 years, male, stage:iiic, alive, 608 days	2438.6
TCGA-G4-6302-01A	90 years, female, white, stage:iia, dead, 2047 days	2437.0
TCGA-AU-3779-01A	80 years, female, white, stage:iia, alive, 441 days	2436.2
TCGA-AA-3956-01A	65 years, male, stage:iia, alive, 1035 days	2428.2
TCGA-F4-6704-01A	60 years, male, american indian or alaska native, stage:iiic, alive, 47 days	2420.9
TCGA-A6-3808-01A	73 years, male, white, stage:iia, alive, 1014 days	2414.5
TCGA-D5-6926-01A	65 years, male, white, stage:iiib, alive, 275 days	2411.9
TCGA-DM-A1D4-01A	80 years, male, white, stage:iia, dead, 2821 days	2410.0
TCGA-DM-A28F-01A	73 years, male, white, stage:iiib, dead, 1094 days	2399.6
TCGA-AA-A010-01A	46 years, female, stage:iib, alive, 1064 days	2397.3
TCGA-AA-A01X-01A	80 years, female, stage:iii, alive, 791 days	2386.3
TCGA-AA-A02E-01A	82 years, female, stage:iv, dead, 90 days	2380.3
TCGA-AA-A024-01A	81 years, male, stage:ii, dead, 1188 days	2378.0
TCGA-DM-A288-01A	68 years, male, white, stage:iiic, dead, 427 days	2372.6
TCGA-AY-4070-01A	51 years, female, black or african american, stage:iiic, dead, 496 days	2362.5
TCGA-AA-3968-01A	55 years, female, stage:i, alive, 669 days	2356.4
TCGA-AZ-4308-01A	47 years, female, white, stage:iiib, alive, 3324 days	2352.4
TCGA-DM-A1D9-01A	67 years, female, white, stage:iia, alive, 4270 days	2348.8
TCGA-AA-3531-01A	75 years, female, stage:iia, alive, 1035 days	2342.0
TCGA-CM-5868-01A	59 years, female, white, stage:iva, alive, 518 days	2337.4
TCGA-CK-5916-01A	71 years, female, white, stage:i, dead, 643 days	2330.7
TCGA-AA-A00R-01A	64 years, female, stage:i, alive, 30 days	2315.2
TCGA-CM-6162-01A	48 years, female, white, stage:iiib, alive, 365 days	2310.3
TCGA-A6-5667-01A	40 years, female, white, stage:iiib, alive, 887 days	2306.0
TCGA-D5-6923-01A	57 years, male, white, stage:i, alive, 378 days	2301.3
TCGA-AA-3680-01A	67 years, female, stage:iv, dead, 335 days	2294.6
TCGA-D5-6922-01A	76 years, male, white, stage:iiia, alive, 308 days	2294.0
TCGA-AY-A8YK-01A	44 years, male, black or african american, stage:iva, alive, 573 days	2289.8
TCGA-QG-A5YV-01A	64 years, female, black or african american, stage:iiic, alive, 1301 days	2289.0
TCGA-AA-3854-01A	71 years, female, stage:i, alive, 1096 days	2260.4
TCGA-A6-4107-01A	57 years, female, white, stage:iiib, alive, 987 days	2253.1
TCGA-AA-3549-01A	69 years, male, stage:i, alive, 639 days	2253.1
TCGA-CM-6163-01A	74 years, male, white, stage:i, alive, 90 days	2253.0
TCGA-A6-5659-01A	82 years, male, white, stage:i, alive, 926 days	2252.3
TCGA-G4-6294-01A	76 years, male, white, stage:iv, dead, 858 days	2250.5
TCGA-AA-3973-01A	69 years, male, stage:iv, alive, 397 days	2244.1
TCGA-DM-A285-01A	71 years, female, white, stage:iv, dead, 179 days	2239.3
TCGA-AA-3846-01A	74 years, female, stage:iia, alive, 518 days	2233.2
TCGA-CK-4948-01B	45 years, female, white, stage:iii, alive, 4502 days	2228.9
TCGA-A6-6650-01A	69 years, female, black or african american, stage:iia, alive, 627 days	2227.6
TCGA-AA-3877-01A	83 years, female, stage:i, alive, 943 days	2224.3
TCGA-AA-A01F-01A	72 years, male, stage:iiib, alive, 974 days	2217.7
TCGA-DM-A28C-01A	74 years, male, white, stage:iia, dead, 2475 days	2210.9
TCGA-AA-3522-01A	67 years, male, stage:iia, alive, 1127 days	2199.2
TCGA-D5-5539-01A	60 years, male, white, stage:iiia, alive, 596 days	2198.5
TCGA-G4-6304-01A	66 years, female, white, stage:iib, alive, 1631 days	2197.4
TCGA-AU-6004-01A	69 years, female, white, stage:i, alive, 824 days	2174.0
TCGA-CK-6751-01A	88 years, female, white, stage:i, alive, 3780 days	2173.1
TCGA-AA-A01V-01A	59 years, male, stage:i, alive, 31 days	2173.1
TCGA-AD-5900-01A	67 years, male, white, stage:i, alive, 370 days	2168.7
TCGA-A6-6648-01A	56 years, male, white, stage:iva, alive, 766 days	2167.0
TCGA-D5-6920-01A	77 years, female, white, stage:iia, alive, 377 days	2164.2
TCGA-G4-6323-01A	50 years, male, black or african american, stage:ia, alive, 419 days	2138.7
TCGA-AZ-6606-01A	81 years, male, white, stage:iv, dead, 357 days	2137.9
TCGA-5M-AAT4-01A	74 years, male, black or african american, stage:iv, dead, 49 days	2131.2
TCGA-CM-4751-01A	62 years, male, white, stage:iiib, alive, 822 days	2124.2
TCGA-AA-A00N-01A	75 years, male, stage:iib, dead, 122 days	2120.7
TCGA-AA-A00J-01A	80 years, male, stage:iiib, alive, 549 days	2120.0
TCGA-NH-A50V-01A	69 years, male, black or african american, stage:iiib, alive, 588 days	2089.0
TCGA-AA-A017-01A	57 years, female, stage:iia, alive, 457 days	2076.8
TCGA-AA-3510-01A	70 years, male, stage:ii, alive, 1946 days	2068.4
TCGA-AZ-4323-01A	37 years, male, white, stage:iv, dead, 43 days	2062.4
TCGA-D5-6530-01A	53 years, male, white, stage:i, alive, 621 days	2050.8
TCGA-D5-6931-01A	77 years, male, white, stage:iiic, alive, 365 days	2047.8
TCGA-DM-A1D8-01A	50 years, female, white, dead, 383 days	2046.5
TCGA-AA-3525-01A	90 years, male, stage:iiib, alive, 245 days	2043.4
TCGA-AA-3696-01A	75 years, female, stage:iv, dead, 153 days	2035.5
TCGA-AA-A01S-01A	47 years, female, stage:iii, alive, 31 days	2026.5
TCGA-CK-6747-01A	87 years, female, white, stage:iia, alive, 2523 days	2016.9
TCGA-AA-3941-01A	84 years, female, stage:iva, alive, 730 days	2010.2
TCGA-A6-6140-01A	62 years, male, white, stage:iia, alive, 734 days	2002.7
TCGA-AA-A02W-01A	73 years, female, stage:i, alive, 1247 days	1999.9
TCGA-AZ-6607-01A	69 years, male, white, stage:iv, dead, 97 days	1999.1
TCGA-A6-6652-01A	59 years, male, black or african american, stage:iva, alive, 751 days	1989.0
TCGA-CM-6678-01A	63 years, female, white, stage:iva, alive, 335 days	1968.8
TCGA-AY-A54L-01A	74 years, female, black or african american, stage:i, alive, 525 days	1967.1
TCGA-WS-AB45-01A	female, black or african american, stage:iia, alive, 2130 days	1965.8
TCGA-D5-5537-01A	83 years, male, white, dead, 1381 days	1961.3
TCGA-A6-6649-01A	66 years, male, white, stage:iiib, alive, 735 days	1957.9
TCGA-AA-A00A-01A	80 years, male, stage:iia, alive, 1157 days	1942.2
TCGA-CM-6680-01A	78 years, female, white, stage:iiib, alive, 366 days	1939.6
TCGA-CM-6675-01A	35 years, male, black or african american, stage:ivb, alive, 397 days	1912.8
TCGA-DM-A280-01A	70 years, female, white, stage:iia, dead, 236 days	1909.6
TCGA-CM-6674-01A	39 years, male, white, stage:iia, alive, 394 days	1894.7
TCGA-AY-6197-01A	60 years, male, white, stage:iia, alive, 652 days	1894.0
TCGA-F4-6460-01A	51 years, female, white, stage:iiib, dead, 972 days	1865.6
TCGA-CK-4951-01A	79 years, female, white, stage:iia, dead, 2134 days	1855.8
TCGA-G4-6314-01A	76 years, female, white, stage:iv, alive, 1093 days	1835.5
TCGA-A6-2671-01A	85 years, male, white, stage:iv, dead, 1331 days	1835.4
TCGA-CM-6168-01A	84 years, female, black or african american, stage:iia, alive, 395 days	1818.1
TCGA-AA-3518-01A	81 years, female, stage:iia, alive, 31 days	1814.9
TCGA-AA-3530-01A	80 years, male, stage:i, alive, 580 days	1803.8
TCGA-AA-3812-01A	82 years, female, stage:iia, alive, 1066 days	1793.1
TCGA-AA-3556-01A	78 years, male, stage:i, alive, 700 days	1793.1
TCGA-G4-6322-01A	65 years, male, white, stage:iiib, alive, 792 days	1780.8
TCGA-CA-5255-01A	45 years, male, asian, stage:iia, alive, 376 days	1771.5
TCGA-CK-4947-01B	46 years, female, white, stage:iiib, alive, 534 days	1768.4
TCGA-AA-A01Q-01A	48 years, female, stage:ii, alive, 31 days	1760.3
TCGA-QG-A5YX-01A	61 years, female, black or african american, stage:iia, alive, 1003 days	1758.8
TCGA-AA-A01R-01A	47 years, male, stage:iii, alive, 1065 days	1745.4
TCGA-DM-A28K-01A	75 years, male, white, stage:iia, alive, 2988 days	1728.6
TCGA-AA-3681-01A	77 years, female, stage:iii, alive, 182 days	1724.2
TCGA-DM-A28H-01A	50 years, male, white, stage:iiic, alive, 3561 days	1719.5
TCGA-AA-3864-01A	71 years, male, stage:ii, alive, 1612 days	1710.8
TCGA-AA-3667-01A	36 years, female, stage:i, alive, 426 days	1686.1
TCGA-F4-6806-01A	59 years, female, white, stage:i, alive, 1260 days	1653.7
TCGA-D5-6930-01A	67 years, male, white, stage:iia, alive, 406 days	1608.0
TCGA-DM-A1HB-01A	75 years, male, white, stage:iiib, alive, 4126 days	1607.9
TCGA-F4-6461-01A	41 years, female, white, stage:iiic, dead, 338 days	1599.5
TCGA-A6-6653-01A	82 years, male, white, stage:i, alive, 742 days	1596.7
TCGA-A6-2679-01A	73 years, female, white, stage:iib, alive, 1366 days	1576.9
TCGA-D5-6533-01A	68 years, female, white, alive, 775 days	1538.6
TCGA-NH-A6GC-01A	66 years, female, black or african american, stage:ivb, alive, 389 days	1536.2
TCGA-F4-6856-01A	45 years, male, white, stage:i, alive, 1074 days	1520.1
TCGA-AA-3664-01A	74 years, female, stage:ii, alive, 1643 days	1515.2
TCGA-AA-3516-01A	74 years, female, stage:iii, dead, 396 days	1498.5
TCGA-D5-6539-01A	45 years, female, white, alive, 380 days	1480.2
TCGA-AA-3655-01A	68 years, male, stage:ii, alive, 1856 days	1479.7
TCGA-AA-A03F-01A	90 years, female, stage:iii, dead, 549 days	1470.0
TCGA-CM-6172-01A	70 years, female, white, stage:iiib, alive, 335 days	1458.6
TCGA-AY-6386-01A	66 years, female, black or african american, stage:iiib, alive, 542 days	1443.4
TCGA-AA-3514-01A	81 years, female, stage:i, alive, 31 days	1437.1
TCGA-CK-5912-01A	82 years, male, white, stage:i, dead, 1493 days	1379.4
TCGA-A6-2683-01A	57 years, female, white, stage:iv, dead, 504 days	1349.4
TCGA-CM-6171-01A	77 years, female, white, stage:i, alive, 427 days	1347.0
TCGA-CM-5861-01A	63 years, female, white, stage:iia, alive, 457 days	1344.9
TCGA-AA-A01T-01A	63 years, female, stage:iii, alive, 1005 days	1330.4
TCGA-A6-2678-01A	43 years, female, white, stage:iiib, alive, 1286 days	1311.3
TCGA-A6-5665-01A	84 years, female, white, stage:iia, alive, 671 days	1308.1
TCGA-G4-6309-01A	40 years, female, black or african american, stage:iiib, alive, 2600 days	1307.4
TCGA-CK-5913-01A	58 years, female, white, stage:iia, alive, 1561 days	1304.6
TCGA-D5-7000-01A	79 years, female, white, stage:i, alive, 312 days	1280.7
TCGA-AA-3713-01A	68 years, male, stage:iv, alive, 579 days	1233.3
TCGA-A6-A565-01A	34 years, female, black or african american, stage:iiic, dead, 494 days	1221.4
TCGA-D5-6540-01A	66 years, male, white, stage:i, alive, 491 days	1216.6
TCGA-AY-A71X-01A	54 years, female, black or african american, stage:i, alive, 588 days	1202.4
TCGA-AA-3947-01A	60 years, female, stage:iib, alive, 1004 days	1202.1
TCGA-CK-4952-01A	48 years, female, white, stage:iiic, alive, 475 days	1193.6
TCGA-G4-6588-01A	58 years, female, white, stage:iia, alive, 796 days	1187.2
TCGA-QG-A5Z2-01A	61 years, male, black or african american, stage:i, alive, 952 days	1174.9
TCGA-AD-6895-01A	84 years, male, white, stage:iiib, alive, 763 days	1166.8
TCGA-DM-A1D6-01A	88 years, male, white, stage:iia, dead, 1518 days	1159.4
TCGA-4T-AA8H-01A	42 years, female, black or african american, stage:iia, alive, 385 days	1139.1
TCGA-AA-3821-01A	81 years, female, stage:i, alive, 31 days	1135.3
TCGA-AA-3715-01A	77 years, male, stage:ii, dead, 579 days	1109.9
TCGA-AM-5821-01A	68 years, female, white, stage:iia, alive, 28 days	1108.6
TCGA-AD-6889-01A	male, asian, stage:iia, dead, 2532 days	1100.0
TCGA-A6-2672-01B	82 years, female, white, stage:iiib, alive, 1419 days	1088.0
TCGA-AA-3848-01A	82 years, female, stage:iiic, dead, 306 days	1086.0
TCGA-AZ-4313-01A	51 years, female, white, stage:i, alive, 2310 days	1083.0
TCGA-AZ-6599-01A	72 years, male, white, stage:i, dead, 206 days	1057.6
TCGA-CA-5796-01A	53 years, female, asian, stage:iia, alive, 377 days	1057.2
TCGA-CM-4743-01A	69 years, male, white, stage:iia, alive, 701 days	1050.5
TCGA-A6-5661-01A	80 years, female, black or african american, stage:iia, alive, 1020 days	982.2
TCGA-AA-3672-01A	90 years, female, stage:iii, alive, 28 days	971.5
TCGA-AA-A004-01A	76 years, male, stage:iia, alive, 424 days	949.1
TCGA-AA-3555-01A	81 years, female, stage:iia, alive, 911 days	938.2
TCGA-A6-6781-01B	43 years, male, white, stage:iiic, alive, 598 days	932.3
TCGA-G4-6321-01A	60 years, female, white, stage:iii, alive, 672 days	911.9
TCGA-AA-3841-01A	66 years, male, stage:iia, alive, 1124 days	887.0
TCGA-A6-2677-01B	68 years, female, white, stage:iiic, dead, 740 days	766.5
TCGA-A6-2684-01C	75 years, female, white, stage:i, alive, 1127 days	585.5
TCGA-A6-5656-01B	74 years, male, white, stage:i, alive, 1001 days	491.9
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