Expression of RPS21 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: 535.96
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

933.3

Number of samples

438

Samples

Sample	Description	FPKM
TCGA-AA-3542-01A	69 years, male, stage:iiic, alive, 395 days	11241.4
TCGA-A6-2679-01A	73 years, female, white, stage:iib, alive, 1366 days	9849.0
TCGA-AZ-4308-01A	47 years, female, white, stage:iiib, alive, 3324 days	8660.2
TCGA-AA-3667-01A	36 years, female, stage:i, alive, 426 days	6085.7
TCGA-AA-A004-01A	76 years, male, stage:iia, alive, 424 days	5917.1
TCGA-CM-4746-01A	61 years, male, black or african american, stage:i, alive, 1126 days	4649.1
TCGA-CA-5256-01A	54 years, female, asian, stage:iia, alive, 379 days	3810.8
TCGA-AA-3841-01A	66 years, male, stage:iia, alive, 1124 days	3474.1
TCGA-AA-3848-01A	82 years, female, stage:iiic, dead, 306 days	3332.2
TCGA-AA-3812-01A	82 years, female, stage:iia, alive, 1066 days	3296.8
TCGA-AA-A03J-01A	65 years, female, stage:i, alive, 1246 days	3284.6
TCGA-CM-5341-01A	82 years, female, white, stage:iiia, alive, 884 days	3274.0
TCGA-AA-3685-01A	69 years, male, stage:ii, alive, 1127 days	3217.9
TCGA-AA-3514-01A	81 years, female, stage:i, alive, 31 days	3047.2
TCGA-D5-5540-01A	73 years, male, white, stage:iia, alive, 1706 days	2808.6
TCGA-AA-A01T-01A	63 years, female, stage:iii, alive, 1005 days	2754.6
TCGA-AA-3488-01A	58 years, male, stage:iv, dead, 153 days	2740.5
TCGA-A6-2683-01A	57 years, female, white, stage:iv, dead, 504 days	2604.1
TCGA-CM-4752-01A	58 years, male, black or african american, stage:iia, alive, 396 days	2503.9
TCGA-AA-3672-01A	90 years, female, stage:iii, alive, 28 days	2470.5
TCGA-AA-3561-01A	72 years, male, stage:iia, alive, 424 days	2343.3
TCGA-AA-3531-01A	75 years, female, stage:iia, alive, 1035 days	2227.9
TCGA-CM-4750-01A	34 years, female, white, stage:iiia, alive, 244 days	2163.6
TCGA-AA-A01S-01A	47 years, female, stage:iii, alive, 31 days	2135.6
TCGA-CM-4744-01A	69 years, male, white, stage:i, alive, 609 days	2094.2
TCGA-AA-3553-01A	61 years, female, stage:i, alive, 730 days	2025.1
TCGA-G4-6317-01A	51 years, female, white, stage:iiic, alive, 1095 days	2002.7
TCGA-AA-3679-01A	59 years, male, stage:iv, alive, 457 days	1984.1
TCGA-AZ-4682-01B	61 years, male, white, stage:iva, dead, 680 days	1939.9
TCGA-AA-3544-01A	68 years, male, stage:i, alive, 426 days	1793.1
TCGA-AA-3517-01A	60 years, male, stage:iia, alive, 1186 days	1771.5
TCGA-DM-A28E-01A	72 years, female, white, stage:iia, alive, 3648 days	1744.3
TCGA-CM-5862-01A	80 years, male, white, stage:iva, dead, 153 days	1733.4
TCGA-AA-3715-01A	77 years, male, stage:ii, dead, 579 days	1699.4
TCGA-AZ-4313-01A	51 years, female, white, stage:i, alive, 2310 days	1651.4
TCGA-AA-A01R-01A	47 years, male, stage:iii, alive, 1065 days	1636.8
TCGA-AA-A017-01A	57 years, female, stage:iia, alive, 457 days	1538.4
TCGA-G4-6307-01A	37 years, female, white, stage:iiib, alive, 1674 days	1537.1
TCGA-A6-2686-01A	81 years, female, white, stage:iia, dead, 1126 days	1500.9
TCGA-5M-AATE-01A	76 years, male, black or african american, stage:iia, alive, 1200 days	1492.5
TCGA-AA-3526-01A	57 years, male, stage:i, alive, 580 days	1480.7
TCGA-F4-6808-01A	54 years, female, white, stage:i, alive, 1024 days	1478.3
TCGA-AA-3524-01A	85 years, male, stage:ii, alive, 1096 days	1474.6
TCGA-AA-3856-01A	59 years, male, stage:iia, alive, 30 days	1467.0
TCGA-A6-2671-01A	85 years, male, white, stage:iv, dead, 1331 days	1463.2
TCGA-AZ-5403-01A	43 years, male, white, stage:ii, dead, 1910 days	1457.6
TCGA-AA-3939-01A	83 years, male, stage:iia, alive, 395 days	1430.9
TCGA-AA-A02O-01A	82 years, male, stage:ii, alive, 28 days	1429.6
TCGA-AA-3697-01A	77 years, male, stage:ii, alive, 2587 days	1423.1
TCGA-DM-A1DB-01A	68 years, male, white, stage:iia, dead, 1348 days	1421.4
TCGA-NH-A50T-01A	68 years, female, black or african american, stage:iia, alive, 553 days	1415.0
TCGA-D5-5541-01A	63 years, male, white, stage:iiib, alive, 1701 days	1404.8
TCGA-A6-4105-01A	79 years, male, white, stage:iia, dead, 442 days	1382.3
TCGA-CM-6164-01A	46 years, female, white, stage:iia, alive, 883 days	1364.2
TCGA-AA-A01C-01A	75 years, male, stage:iiia, alive, 457 days	1364.1
TCGA-AA-3692-01A	47 years, female, stage:iv, dead, 1095 days	1346.4
TCGA-F4-6854-01A	77 years, female, white, stage:iia, alive, 16 days	1343.0
TCGA-G4-6310-01A	69 years, male, white, stage:iiib, alive, 1935 days	1339.8
TCGA-AA-3855-01A	72 years, male, stage:i, alive, 975 days	1332.3
TCGA-CK-5914-01A	81 years, male, white, stage:iiib, alive, 669 days	1320.2
TCGA-AD-6888-01A	73 years, male, white, stage:iiib, dead, 472 days	1294.7
TCGA-AD-6963-01A	58 years, male, white, alive, 834 days	1290.7
TCGA-AY-4071-01A	63 years, female, white, stage:i, dead, 29 days	1285.8
TCGA-AA-A01Z-01A	68 years, male, stage:ii, alive, 1126 days	1278.5
TCGA-RU-A8FL-01A	51 years, male, black or african american, stage:iiib, alive, 1177 days	1254.6
TCGA-G4-6306-01A	71 years, male, white, alive, 1359 days	1243.3
TCGA-A6-2680-01A	72 years, female, black or african american, stage:ii, alive, 1068 days	1227.5
TCGA-A6-5666-01A	78 years, male, white, stage:iic, alive, 995 days	1222.3
TCGA-NH-A6GB-01A	71 years, female, black or african american, stage:iiic, alive, 476 days	1219.2
TCGA-AA-3972-01A	72 years, male, stage:iv, alive, 1551 days	1205.7
TCGA-NH-A8F8-01A	79 years, male, black or african american, stage:iv, dead, 511 days	1190.6
TCGA-CM-6677-01A	75 years, female, white, stage:iia, alive, 337 days	1187.0
TCGA-AA-3519-01A	63 years, male, stage:iii, alive, 276 days	1186.9
TCGA-AA-A02H-01A	74 years, female, stage:iv, dead, 61 days	1175.4
TCGA-AA-A01X-01A	80 years, female, stage:iii, alive, 791 days	1168.7
TCGA-AA-3973-01A	69 years, male, stage:iv, alive, 397 days	1168.7
TCGA-CM-5860-01A	44 years, male, white, stage:iia, alive, 974 days	1166.5
TCGA-CM-6676-01A	82 years, male, white, stage:i, alive, 337 days	1159.0
TCGA-AA-3858-01A	67 years, male, stage:i, alive, 945 days	1153.0
TCGA-AA-3549-01A	69 years, male, stage:i, alive, 639 days	1151.3
TCGA-G4-6626-01A	90 years, male, white, stage:iia, dead, 1422 days	1145.5
TCGA-AA-A029-01A	67 years, male, stage:ii, alive, 1581 days	1136.4
TCGA-G4-6298-01A	90 years, male, black or african american, stage:iiib, dead, 715 days	1135.4
TCGA-DM-A0XF-01A	68 years, female, white, stage:iiic, dead, 1162 days	1126.3
TCGA-AA-3955-01A	38 years, male, stage:iiib, alive, 638 days	1122.3
TCGA-CM-6166-01A	48 years, female, white, stage:i, alive, 669 days	1121.3
TCGA-DM-A0X9-01A	71 years, female, white, stage:iia, alive, 3641 days	1119.4
TCGA-AA-3875-01A	78 years, female, stage:i, alive, 549 days	1114.5
TCGA-A6-3810-01A	63 years, male, white, stage:iia, alive, 1111 days	1112.9
TCGA-AA-A00L-01A	66 years, male, stage:iia, alive, 1157 days	1108.9
TCGA-AA-3510-01A	70 years, male, stage:ii, alive, 1946 days	1105.5
TCGA-AA-3560-01A	72 years, female, stage:iiic, alive, 608 days	1104.8
TCGA-AA-A02W-01A	73 years, female, stage:i, alive, 1247 days	1103.4
TCGA-A6-5667-01A	40 years, female, white, stage:iiib, alive, 887 days	1099.7
TCGA-QG-A5YV-01A	64 years, female, black or african american, stage:iiic, alive, 1301 days	1096.0
TCGA-AA-3688-01A	80 years, male, stage:iv, alive, 578 days	1086.9
TCGA-AA-3538-01A	54 years, female, stage:i, alive, 791 days	1083.9
TCGA-AA-3860-01A	53 years, female, stage:iiib, alive, 945 days	1078.0
TCGA-A6-2676-01A	75 years, female, white, stage:iib, dead, 1305 days	1072.6
TCGA-A6-5660-01A	73 years, male, black or african american, stage:iiic, alive, 888 days	1070.3
TCGA-AA-3678-01A	60 years, female, stage:iii, alive, 1430 days	1070.2
TCGA-AA-A02J-01A	70 years, female, stage:iv, dead, 153 days	1063.0
TCGA-AA-A01F-01A	72 years, male, stage:iiib, alive, 974 days	1049.0
TCGA-DM-A1D6-01A	88 years, male, white, stage:iia, dead, 1518 days	1048.3
TCGA-AA-3562-01A	82 years, male, stage:iiic, alive, 608 days	1046.7
TCGA-CM-5864-01A	60 years, male, white, stage:i, alive, 457 days	1040.6
TCGA-AA-3819-01A	41 years, female, stage:iia, alive, 761 days	1036.7
TCGA-AA-A02Y-01A	73 years, male, stage:i, alive, 1216 days	1027.4
TCGA-D5-6932-01A	69 years, male, white, stage:iia, alive, 346 days	1026.9
TCGA-AZ-6605-01A	78 years, male, white, stage:iiib, dead, 159 days	1013.5
TCGA-A6-4107-01A	57 years, female, white, stage:iiib, alive, 987 days	1010.8
TCGA-DM-A282-01A	61 years, female, white, stage:iia, alive, 4233 days	1008.2
TCGA-DM-A0XD-01A	65 years, male, white, stage:iia, dead, 743 days	1007.4
TCGA-NH-A8F7-01A	53 years, female, black or african american, stage:iia, alive, 543 days	1006.2
TCGA-CA-6719-01A	77 years, male, asian, stage:iia, alive, 435 days	1004.5
TCGA-A6-2685-01A	48 years, female, black or african american, stage:iia, alive, 1133 days	1002.0
TCGA-CK-4948-01B	45 years, female, white, stage:iii, alive, 4502 days	998.2
TCGA-DM-A1D8-01A	50 years, female, white, dead, 383 days	996.0
TCGA-AA-3975-01A	80 years, male, stage:i, alive, 1036 days	993.3
TCGA-AA-3970-01A	65 years, male, stage:iia, alive, 1096 days	992.0
TCGA-G4-6295-01A	70 years, female, white, stage:ii, alive, 254 days	980.8
TCGA-A6-6651-01A	55 years, female, white, stage:iiib, alive, 662 days	977.5
TCGA-G4-6304-01A	66 years, female, white, stage:iib, alive, 1631 days	969.8
TCGA-AA-3811-01A	84 years, female, stage:iii, dead, 306 days	962.1
TCGA-G4-6315-01A	66 years, male, white, stage:iv, alive, 1883 days	959.8
TCGA-AA-3506-01A	77 years, male, stage:i, alive, 1765 days	955.0
TCGA-AZ-5407-01A	51 years, female, white, stage:i, alive, 2683 days	953.6
TCGA-D5-6929-01A	49 years, female, white, stage:iv, alive, 408 days	952.3
TCGA-A6-5662-01A	46 years, male, white, stage:iva, alive, 718 days	951.2
TCGA-CM-6170-01A	73 years, female, white, stage:i, alive, 457 days	951.0
TCGA-AZ-4315-01A	61 years, male, white, stage:iia, alive, 1776 days	950.7
TCGA-AZ-6608-01A	55 years, female, white, stage:iiia, dead, 59 days	939.5
TCGA-AA-3675-01A	84 years, male, stage:ii, alive, 1431 days	937.7
TCGA-DM-A288-01A	68 years, male, white, stage:iiic, dead, 427 days	937.6
TCGA-AD-A5EK-01A	51 years, male, black or african american, stage:i, alive, 500 days	936.8
TCGA-CM-5868-01A	59 years, female, white, stage:iva, alive, 518 days	932.7
TCGA-CM-4748-01A	53 years, male, white, stage:iiib, alive, 792 days	923.3
TCGA-AA-3968-01A	55 years, female, stage:i, alive, 669 days	921.7
TCGA-D5-6898-01A	51 years, female, white, stage:i, alive, 229 days	919.9
TCGA-A6-2682-01A	70 years, male, white, stage:iv, dead, 424 days	918.9
TCGA-AD-5900-01A	67 years, male, white, stage:i, alive, 370 days	912.7
TCGA-A6-A56B-01A	57 years, male, black or african american, stage:iiib, dead, 1711 days	911.9
TCGA-AZ-4323-01A	37 years, male, white, stage:iv, dead, 43 days	910.5
TCGA-A6-6140-01A	62 years, male, white, stage:iia, alive, 734 days	903.7
TCGA-DM-A28F-01A	73 years, male, white, stage:iiib, dead, 1094 days	903.4
TCGA-AA-3837-01A	67 years, male, stage:iia, alive, 1186 days	902.0
TCGA-AA-A00W-01A	80 years, male, stage:i, alive, 456 days	894.1
TCGA-CM-5349-01A	68 years, female, white, stage:iia, alive, 915 days	893.4
TCGA-CA-5797-01A	56 years, male, asian, stage:iia, alive, 383 days	886.4
TCGA-AZ-4684-01A	50 years, male, white, stage:iva, alive, 1977 days	885.8
TCGA-AA-3496-01A	83 years, female, stage:ii, alive, 31 days	884.4
TCGA-AY-A8YK-01A	44 years, male, black or african american, stage:iva, alive, 573 days	880.3
TCGA-DM-A1DA-01A	71 years, female, white, stage:iiic, dead, 228 days	878.7
TCGA-CM-6169-01A	67 years, male, black or african american, stage:iia, alive, 396 days	878.6
TCGA-AA-A00Z-01A	70 years, male, stage:iia, alive, 669 days	874.8
TCGA-D5-6924-01A	68 years, male, white, stage:iia, alive, 435 days	873.9
TCGA-DM-A1D4-01A	80 years, male, white, stage:iia, dead, 2821 days	872.7
TCGA-CM-6678-01A	63 years, female, white, stage:iva, alive, 335 days	870.5
TCGA-AA-3846-01A	74 years, female, stage:iia, alive, 518 days	869.8
TCGA-AU-3779-01A	80 years, female, white, stage:iia, alive, 441 days	869.0
TCGA-AA-A00Q-01A	66 years, female, stage:iiib, alive, 1278 days	868.1
TCGA-AA-3663-01A	42 years, male, stage:ii, alive, 212 days	867.6
TCGA-F4-6855-01A	70 years, female, white, stage:iia, alive, 1442 days	865.5
TCGA-AA-3818-01A	78 years, female, stage:iia, dead, 30 days	860.5
TCGA-AA-A01K-01A	74 years, female, stage:iiic, alive, 943 days	856.7
TCGA-AA-3982-01A	75 years, male, stage:iiib, alive, 822 days	854.9
TCGA-DM-A28M-01A	63 years, male, white, stage:iia, alive, 2895 days	851.5
TCGA-AA-3971-01A	58 years, male, stage:iii, alive, 489 days	844.0
TCGA-AA-3870-01A	71 years, female, stage:iv, alive, 912 days	840.9
TCGA-DM-A28H-01A	50 years, male, white, stage:iiic, alive, 3561 days	840.2
TCGA-4N-A93T-01A	67 years, male, black or african american, stage:iiib, alive, 146 days	838.5
TCGA-CM-4747-01A	47 years, male, white, stage:iva, alive, 761 days	835.1
TCGA-D5-6531-01A	75 years, male, white, stage:iia, alive, 540 days	833.9
TCGA-AA-3979-01A	84 years, male, stage:iia, alive, 730 days	833.5
TCGA-D5-6923-01A	57 years, male, white, stage:i, alive, 378 days	831.1
TCGA-D5-6926-01A	65 years, male, white, stage:iiib, alive, 275 days	823.6
TCGA-AZ-4614-01A	71 years, female, white, stage:iva, dead, 172 days	821.2
TCGA-AA-A01G-01A	63 years, male, stage:iia, alive, 365 days	819.0
TCGA-A6-2681-01A	73 years, female, white, stage:iia, alive, 1387 days	817.4
TCGA-AA-A00O-01A	83 years, female, stage:iiic, alive, 822 days	816.8
TCGA-AZ-4616-01A	82 years, female, white, stage:iv, dead, 156 days	816.3
TCGA-AA-A00K-01A	79 years, male, stage:iia, alive, 549 days	816.2
TCGA-CM-4743-01A	69 years, male, white, stage:iia, alive, 701 days	813.9
TCGA-AA-3525-01A	90 years, male, stage:iiib, alive, 245 days	810.7
TCGA-G4-6294-01A	76 years, male, white, stage:iv, dead, 858 days	808.8
TCGA-AZ-6603-01A	77 years, female, white, dead, 899 days	808.5
TCGA-5M-AAT4-01A	74 years, male, black or african american, stage:iv, dead, 49 days	807.5
TCGA-AA-3662-01A	80 years, female, stage:iv, alive, 184 days	804.3
TCGA-AA-3495-01A	79 years, male, stage:i, alive, 1127 days	803.8
TCGA-AA-A02E-01A	82 years, female, stage:iv, dead, 90 days	803.5
TCGA-AA-3660-01A	51 years, female, stage:ii, alive, 2375 days	801.1
TCGA-AD-6890-01A	65 years, male, white, alive, 746 days	798.9
TCGA-D5-6537-01A	64 years, male, white, stage:iiib, dead, 146 days	798.2
TCGA-AA-3494-01A	55 years, male, stage:iv, alive, 31 days	796.2
TCGA-AY-4070-01A	51 years, female, black or african american, stage:iiic, dead, 496 days	788.5
TCGA-DM-A1D7-01A	82 years, male, white, stage:iia, dead, 405 days	788.2
TCGA-D5-5537-01A	83 years, male, white, dead, 1381 days	784.5
TCGA-CA-6715-01A	63 years, male, asian, stage:iiib, alive, 383 days	777.5
TCGA-A6-6652-01A	59 years, male, black or african american, stage:iva, alive, 751 days	774.7
TCGA-CM-6679-01A	58 years, male, white, stage:iia, alive, 306 days	771.5
TCGA-AA-3941-01A	84 years, female, stage:iva, alive, 730 days	769.1
TCGA-G4-6303-01A	54 years, female, white, stage:iv, dead, 2003 days	768.7
TCGA-AA-3980-01A	89 years, female, stage:i, alive, 822 days	766.4
TCGA-G4-6311-01A	80 years, male, white, stage:iii, alive, 1199 days	765.0
TCGA-F4-6809-01A	52 years, female, white, stage:iva, dead, 403 days	764.9
TCGA-G4-6320-01A	73 years, male, white, stage:iii, alive, 804 days	760.8
TCGA-AA-3666-01A	68 years, male, stage:iii, dead, 61 days	759.2
TCGA-AA-3518-01A	81 years, female, stage:iia, alive, 31 days	757.4
TCGA-AM-5820-01A	60 years, female, white, stage:iva, alive, 14 days	754.7
TCGA-AA-A02K-01A	50 years, male, stage:iv, dead, 426 days	751.9
TCGA-AY-A54L-01A	74 years, female, black or african american, stage:i, alive, 525 days	751.5
TCGA-QG-A5Z1-01A	71 years, male, black or african american, stage:iiib, dead, 256 days	750.0
TCGA-AA-3844-01A	78 years, female, stage:iiic, alive, 454 days	748.2
TCGA-3L-AA1B-01A	61 years, female, black or african american, stage:i, alive, 475 days	747.5
TCGA-DM-A1D0-01A	79 years, female, white, stage:iia, alive, 3974 days	745.6
TCGA-AA-3976-01A	70 years, male, stage:iiia, alive, 791 days	743.2
TCGA-AA-3952-01A	68 years, male, stage:iiic, dead, 61 days	740.1
TCGA-D5-6538-01A	79 years, female, white, stage:iiib, alive, 521 days	736.3
TCGA-AA-3989-01A	84 years, male, stage:iv, dead, 242 days	730.5
TCGA-CK-6748-01A	45 years, female, white, stage:iv, alive, 61 days	726.2
TCGA-AA-A00U-01A	50 years, male, stage:iiib, alive, 518 days	720.2
TCGA-D5-6533-01A	68 years, female, white, alive, 775 days	717.8
TCGA-AA-3994-01A	69 years, male, stage:iiib, alive, 822 days	717.4
TCGA-AA-3949-01A	87 years, female, stage:iiib, alive, 791 days	715.0
TCGA-AA-A02R-01A	84 years, female, stage:iia, dead, 670 days	711.5
TCGA-CM-6161-01A	36 years, female, white, stage:i, alive, 457 days	711.3
TCGA-A6-A5ZU-01A	59 years, male, black or african american, stage:iiib, alive, 293 days	707.7
TCGA-A6-A567-01A	56 years, male, black or african american, stage:iv, dead, 1881 days	707.4
TCGA-AY-5543-01A	65 years, female, black or african american, stage:iva, alive, 1004 days	702.2
TCGA-AA-3930-01A	66 years, male, stage:iv, dead, 61 days	701.3
TCGA-AD-6965-01A	62 years, male, white, stage:iiic, alive, 805 days	698.4
TCGA-AA-3516-01A	74 years, female, stage:iii, dead, 396 days	695.6
TCGA-AA-3966-01A	89 years, female, stage:iia, alive, 61 days	695.6
TCGA-AA-3867-01A	74 years, male, stage:iv, alive, 731 days	689.9
TCGA-CA-6716-01A	65 years, male, asian, stage:iia, alive, 371 days	689.2
TCGA-AZ-6598-01A	77 years, female, white, stage:ii, dead, 1503 days	682.1
TCGA-F4-6460-01A	51 years, female, white, stage:iiib, dead, 972 days	681.7
TCGA-A6-6142-01A	56 years, female, white, stage:iva, alive, 763 days	679.0
TCGA-DM-A28K-01A	75 years, male, white, stage:iia, alive, 2988 days	678.9
TCGA-A6-2674-01A	72 years, male, white, stage:iv, alive, 1331 days	677.4
TCGA-A6-3807-01A	53 years, female, white, stage:iiic, alive, 1054 days	676.0
TCGA-AZ-6600-01A	64 years, male, black or african american, stage:iv, dead, 368 days	675.0
TCGA-CA-5255-01A	45 years, male, asian, stage:iia, alive, 376 days	668.2
TCGA-G4-6299-01A	69 years, male, white, stage:iiic, alive, 2268 days	663.1
TCGA-A6-3809-01A	71 years, female, white, stage:iib, alive, 996 days	660.0
TCGA-A6-5659-01A	82 years, male, white, stage:i, alive, 926 days	658.2
TCGA-SS-A7HO-01A	44 years, female, black or african american, stage:iib, alive, 1829 days	657.1
TCGA-AA-3862-01A	82 years, male, stage:iia, alive, 914 days	648.3
TCGA-D5-6532-01A	61 years, male, white, stage:iia, alive, 555 days	644.2
TCGA-D5-6922-01A	76 years, male, white, stage:iiia, alive, 308 days	643.6
TCGA-AA-3842-01A	51 years, male, stage:iiia, alive, 1126 days	640.7
TCGA-AD-6899-01A	84 years, male, white, stage:iiic, dead, 176 days	638.0
TCGA-AD-6889-01A	male, asian, stage:iia, dead, 2532 days	634.8
TCGA-A6-6138-01A	61 years, male, white, stage:i, alive, 685 days	634.5
TCGA-AA-A01Q-01A	48 years, female, stage:ii, alive, 31 days	634.5
TCGA-AA-3851-01A	74 years, male, stage:iia, alive, 1006 days	626.5
TCGA-DM-A1HA-01A	82 years, male, white, stage:iiic, alive, 4000 days	625.0
TCGA-AD-6901-01A	78 years, male, white, dead, 682 days	624.8
TCGA-AA-A00F-01A	66 years, male, stage:iiic, alive, 1035 days	624.0
TCGA-CM-6163-01A	74 years, male, white, stage:i, alive, 90 days	623.7
TCGA-AA-3511-01A	64 years, male, stage:ii, alive, 212 days	620.4
TCGA-QL-A97D-01A	84 years, female, black or african american, stage:i, alive, 666 days	619.9
TCGA-QG-A5YW-01A	55 years, female, black or african american, stage:iiic, alive, 896 days	617.0
TCGA-AA-A00A-01A	80 years, male, stage:iia, alive, 1157 days	616.8
TCGA-AA-3534-01A	78 years, female, stage:iia, alive, 882 days	614.3
TCGA-AA-3673-01A	53 years, female, stage:ii, alive, 1522 days	605.9
TCGA-NH-A6GA-01A	58 years, male, black or african american, stage:iiic, dead, 302 days	605.8
TCGA-CM-5344-01A	39 years, female, white, stage:iiib, alive, 670 days	601.5
TCGA-DM-A28A-01A	78 years, male, white, stage:iiic, dead, 805 days	599.5
TCGA-AA-A00N-01A	75 years, male, stage:iib, dead, 122 days	598.0
TCGA-F4-6807-01A	51 years, female, white, stage:iiic, alive, 1309 days	590.5
TCGA-A6-6780-01A	74 years, male, white, stage:iia, alive, 612 days	584.3
TCGA-AY-A71X-01A	54 years, female, black or african american, stage:i, alive, 588 days	580.8
TCGA-AA-A00R-01A	64 years, female, stage:i, alive, 30 days	580.4
TCGA-DM-A285-01A	71 years, female, white, stage:iv, dead, 179 days	577.5
TCGA-CM-6167-01A	57 years, female, black or african american, stage:iiic, alive, 456 days	576.7
TCGA-A6-5665-01A	84 years, female, white, stage:iia, alive, 671 days	575.0
TCGA-CK-4950-01A	68 years, female, black or african american, stage:iiib, alive, 2599 days	573.8
TCGA-NH-A50U-01A	42 years, male, black or african american, stage:iva, dead, 334 days	570.6
TCGA-D5-6930-01A	67 years, male, white, stage:iia, alive, 406 days	569.9
TCGA-AA-3681-01A	77 years, female, stage:iii, alive, 182 days	567.3
TCGA-AA-3833-01A	63 years, female, stage:iia, alive, 485 days	566.8
TCGA-AA-3532-01A	63 years, male, stage:iia, alive, 882 days	566.6
TCGA-AA-3489-01A	75 years, male, stage:ii, dead, 214 days	562.0
TCGA-AY-A69D-01A	55 years, female, black or african american, stage:iia, alive, 543 days	560.1
TCGA-F4-6704-01A	60 years, male, american indian or alaska native, stage:iiic, alive, 47 days	559.1
TCGA-DM-A1HB-01A	75 years, male, white, stage:iiib, alive, 4126 days	558.6
TCGA-AD-6964-01A	58 years, male, white, dead, 331 days	557.1
TCGA-DM-A280-01A	70 years, female, white, stage:iia, dead, 236 days	556.9
TCGA-A6-6137-01A	55 years, male, white, stage:iiib, alive, 824 days	554.4
TCGA-AD-6548-01A	81 years, female, white, stage:i, alive, 650 days	553.0
TCGA-D5-5539-01A	60 years, male, white, stage:iiia, alive, 596 days	550.4
TCGA-D5-6529-01A	69 years, male, white, stage:iia, alive, 614 days	548.2
TCGA-A6-6654-01A	65 years, female, white, stage:iiib, alive, 726 days	545.7
TCGA-F4-6459-01A	61 years, female, white, stage:iiib, dead, 262 days	545.0
TCGA-CK-5912-01A	82 years, male, white, stage:i, dead, 1493 days	544.7
TCGA-AA-3552-01A	85 years, male, stage:iiic, dead, 396 days	543.6
TCGA-AA-A010-01A	46 years, female, stage:iib, alive, 1064 days	542.5
TCGA-AZ-6606-01A	81 years, male, white, stage:iv, dead, 357 days	541.8
TCGA-G4-6625-01A	77 years, female, white, stage:iia, alive, 2792 days	541.6
TCGA-AA-A01V-01A	59 years, male, stage:i, alive, 31 days	541.5
TCGA-NH-A5IV-01A	90 years, female, black or african american, stage:iia, alive, 588 days	541.4
TCGA-T9-A92H-01A	82 years, male, black or african american, stage:iia, alive, 362 days	539.5
TCGA-AA-3869-01A	76 years, male, stage:iv, dead, 822 days	539.1
TCGA-AA-3986-01A	73 years, male, stage:i, alive, 580 days	537.8
TCGA-DM-A28G-01A	75 years, male, white, stage:iia, dead, 1849 days	537.6
TCGA-CM-5863-01A	60 years, female, white, stage:iiib, alive, 457 days	534.4
TCGA-G4-6314-01A	76 years, female, white, stage:iv, alive, 1093 days	532.9
TCGA-G4-6588-01A	58 years, female, white, stage:iia, alive, 796 days	532.6
TCGA-AA-3543-01A	84 years, male, stage:i, alive, 30 days	530.2
TCGA-AA-3530-01A	80 years, male, stage:i, alive, 580 days	528.6
TCGA-A6-2675-01A	78 years, male, white, stage:iia, alive, 1321 days	527.2
TCGA-AA-3956-01A	65 years, male, stage:iia, alive, 1035 days	525.5
TCGA-G4-6586-01A	74 years, female, white, stage:iia, alive, 1089 days	520.7
TCGA-G4-6297-01A	55 years, female, white, stage:iv, alive, 2506 days	517.9
TCGA-AA-3548-01A	71 years, female, stage:iiic, alive, 1034 days	515.4
TCGA-NH-A50V-01A	69 years, male, black or african american, stage:iiib, alive, 588 days	514.7
TCGA-F4-6806-01A	59 years, female, white, stage:i, alive, 1260 days	514.6
TCGA-AA-A01D-01A	47 years, female, stage:iiic, dead, 334 days	512.7
TCGA-G4-6322-01A	65 years, male, white, stage:iiib, alive, 792 days	510.9
TCGA-CM-5861-01A	63 years, female, white, stage:iia, alive, 457 days	508.3
TCGA-G4-6309-01A	40 years, female, black or african american, stage:iiib, alive, 2600 days	507.9
TCGA-D5-7000-01A	79 years, female, white, stage:i, alive, 312 days	506.7
TCGA-F4-6463-01A	51 years, male, white, stage:iia, alive, 1087 days	500.8
TCGA-CK-6751-01A	88 years, female, white, stage:i, alive, 3780 days	495.3
TCGA-AA-3664-01A	74 years, female, stage:ii, alive, 1643 days	492.3
TCGA-DM-A28C-01A	74 years, male, white, stage:iia, dead, 2475 days	491.9
TCGA-AD-6895-01A	84 years, male, white, stage:iiib, alive, 763 days	488.5
TCGA-AM-5821-01A	68 years, female, white, stage:iia, alive, 28 days	487.4
TCGA-AA-3696-01A	75 years, female, stage:iv, dead, 153 days	485.2
TCGA-AA-A00D-01A	70 years, male, stage:i, alive, 578 days	484.0
TCGA-G4-6628-01A	78 years, male, white, stage:i, alive, 2424 days	483.2
TCGA-QG-A5YX-01A	61 years, female, black or african american, stage:iia, alive, 1003 days	483.1
TCGA-A6-6782-01A	82 years, male, white, stage:iib, alive, 617 days	481.9
TCGA-CA-5254-01A	42 years, female, asian, stage:iia, alive, 386 days	477.4
TCGA-G4-6323-01A	50 years, male, black or african american, stage:ia, alive, 419 days	473.4
TCGA-A6-5657-01A	65 years, male, black or african american, stage:iiib, alive, 962 days	472.9
TCGA-A6-6650-01A	69 years, female, black or african american, stage:iia, alive, 627 days	472.2
TCGA-5M-AAT6-01A	40 years, female, black or african american, stage:iv, dead, 290 days	471.3
TCGA-G4-6627-01A	84 years, male, white, stage:iia, alive, 2275 days	469.5
TCGA-D5-6927-01A	34 years, male, white, stage:iia, alive, 287 days	466.0
TCGA-F4-6569-01A	60 years, male, white, stage:i, alive, 1087 days	463.5
TCGA-AA-3509-01A	54 years, female, stage:ii, alive, 1915 days	453.1
TCGA-D5-6530-01A	53 years, male, white, stage:i, alive, 621 days	451.1
TCGA-AA-3522-01A	67 years, male, stage:iia, alive, 1127 days	450.1
TCGA-F4-6805-01A	58 years, female, white, stage:iia, alive, 1047 days	445.8
TCGA-D5-6536-01A	73 years, male, white, stage:iia, alive, 543 days	445.4
TCGA-AA-3502-01A	73 years, male, stage:i, alive, 1065 days	443.8
TCGA-AA-A01I-01A	76 years, male, stage:i, alive, 943 days	442.5
TCGA-CM-6172-01A	70 years, female, white, stage:iiib, alive, 335 days	440.9
TCGA-AA-3710-01A	80 years, female, stage:iia, alive, 821 days	440.1
TCGA-DM-A1D9-01A	67 years, female, white, stage:iia, alive, 4270 days	437.0
TCGA-CM-6674-01A	39 years, male, white, stage:iia, alive, 394 days	430.6
TCGA-A6-6648-01A	56 years, male, white, stage:iva, alive, 766 days	425.3
TCGA-D5-6535-01A	80 years, female, white, stage:iiib, alive, 460 days	423.5
TCGA-D5-5538-01A	60 years, female, white, stage:iiib, dead, 1661 days	421.8
TCGA-CK-4951-01A	79 years, female, white, stage:iia, dead, 2134 days	413.9
TCGA-AA-3815-01A	65 years, female, stage:iia, alive, 1005 days	413.5
TCGA-AA-3520-01A	86 years, female, stage:ii, alive, 731 days	413.4
TCGA-AA-A00J-01A	80 years, male, stage:iiib, alive, 549 days	408.1
TCGA-G4-6293-01A	49 years, female, white, stage:iii, alive, 4051 days	408.0
TCGA-AZ-6599-01A	72 years, male, white, stage:i, dead, 206 days	407.3
TCGA-AA-3861-01A	72 years, male, stage:iia, alive, 914 days	398.8
TCGA-CK-4947-01B	46 years, female, white, stage:iiib, alive, 534 days	398.3
TCGA-AA-3554-01A	62 years, female, stage:iia, alive, 546 days	397.6
TCGA-F4-6856-01A	45 years, male, white, stage:i, alive, 1074 days	396.0
TCGA-D5-6920-01A	77 years, female, white, stage:iia, alive, 377 days	394.7
TCGA-NH-A6GC-01A	66 years, female, black or african american, stage:ivb, alive, 389 days	393.5
TCGA-CK-4952-01A	48 years, female, white, stage:iiic, alive, 475 days	390.7
TCGA-D5-6928-01A	80 years, male, white, stage:iia, alive, 354 days	390.1
TCGA-CA-6717-01A	57 years, male, asian, stage:iia, alive, 388 days	384.9
TCGA-AA-3977-01A	65 years, male, alive, 761 days	384.3
TCGA-CM-6168-01A	84 years, female, black or african american, stage:iia, alive, 395 days	384.2
TCGA-AA-A02F-01A	68 years, female, stage:iv, alive, 1216 days	383.6
TCGA-CM-4751-01A	62 years, male, white, stage:iiib, alive, 822 days	383.0
TCGA-A6-6141-01A	31 years, male, black or african american, stage:iia, alive, 255 days	382.3
TCGA-AZ-6607-01A	69 years, male, white, stage:iv, dead, 97 days	379.2
TCGA-AA-3556-01A	78 years, male, stage:i, alive, 700 days	377.1
TCGA-CM-6680-01A	78 years, female, white, stage:iiib, alive, 366 days	374.5
TCGA-AA-3877-01A	83 years, female, stage:i, alive, 943 days	374.3
TCGA-QG-A5Z2-01A	61 years, male, black or african american, stage:i, alive, 952 days	373.7
TCGA-F4-6461-01A	41 years, female, white, stage:iiic, dead, 338 days	370.2
TCGA-AA-3864-01A	71 years, male, stage:ii, alive, 1612 days	370.2
TCGA-CK-5916-01A	71 years, female, white, stage:i, dead, 643 days	368.7
TCGA-AA-A024-01A	81 years, male, stage:ii, dead, 1188 days	364.6
TCGA-AA-3831-01A	66 years, male, stage:iia, alive, 547 days	361.6
TCGA-AZ-6601-01A	68 years, male, white, stage:ii, dead, 3042 days	358.2
TCGA-CM-6165-01A	74 years, male, white, stage:iia, alive, 488 days	357.8
TCGA-F4-6570-01A	78 years, female, white, stage:iia, dead, 188 days	355.5
TCGA-AA-3947-01A	60 years, female, stage:iib, alive, 1004 days	350.9
TCGA-CK-6747-01A	87 years, female, white, stage:iia, alive, 2523 days	349.6
TCGA-CM-5348-01A	72 years, male, white, stage:iiib, alive, 699 days	349.1
TCGA-AA-3866-01A	78 years, female, stage:i, alive, 518 days	348.7
TCGA-A6-5664-01A	80 years, male, black or african american, stage:iiic, alive, 672 days	348.2
TCGA-CK-5913-01A	58 years, female, white, stage:iia, alive, 1561 days	347.2
TCGA-AY-6196-01A	47 years, male, white, stage:iiic, alive, 6 days	341.7
TCGA-A6-3808-01A	73 years, male, white, stage:iia, alive, 1014 days	341.5
TCGA-AY-6197-01A	60 years, male, white, stage:iia, alive, 652 days	338.0
TCGA-4T-AA8H-01A	42 years, female, black or african american, stage:iia, alive, 385 days	332.0
TCGA-AA-3680-01A	67 years, female, stage:iv, dead, 335 days	331.6
TCGA-AA-A03F-01A	90 years, female, stage:iii, dead, 549 days	324.1
TCGA-AA-A00E-01A	65 years, male, stage:iia, alive, 913 days	323.9
TCGA-D5-6541-01A	49 years, male, white, stage:iia, alive, 474 days	319.8
TCGA-D5-6931-01A	77 years, male, white, stage:iiic, alive, 365 days	317.0
TCGA-AA-3950-01A	79 years, female, stage:iia, alive, 730 days	314.3
TCGA-AA-3555-01A	81 years, female, stage:iia, alive, 911 days	312.5
TCGA-A6-6649-01A	66 years, male, white, stage:iiib, alive, 735 days	309.3
TCGA-D5-6540-01A	66 years, male, white, stage:i, alive, 491 days	309.2
TCGA-AY-6386-01A	66 years, female, black or african american, stage:iiib, alive, 542 days	306.5
TCGA-A6-6653-01A	82 years, male, white, stage:i, alive, 742 days	305.0
TCGA-CA-5796-01A	53 years, female, asian, stage:iia, alive, 377 days	304.4
TCGA-AZ-4615-01A	84 years, male, white, stage:iiib, alive, 1002 days	303.8
TCGA-AA-3821-01A	81 years, female, stage:i, alive, 31 days	301.5
TCGA-AA-3655-01A	68 years, male, stage:ii, alive, 1856 days	299.6
TCGA-A6-5661-01A	80 years, female, black or african american, stage:iia, alive, 1020 days	294.5
TCGA-F4-6703-01A	64 years, male, white, stage:iia, alive, 1456 days	293.8
TCGA-A6-2678-01A	43 years, female, white, stage:iiib, alive, 1286 days	289.9
TCGA-AA-A01P-01A	80 years, female, stage:iii, dead, 1158 days	288.6
TCGA-AA-3854-01A	71 years, female, stage:i, alive, 1096 days	285.7
TCGA-A6-2677-01B	68 years, female, white, stage:iiic, dead, 740 days	271.6
TCGA-D5-6534-01A	62 years, female, white, stage:iia, alive, 1316 days	268.1
TCGA-CM-6171-01A	77 years, female, white, stage:i, alive, 427 days	265.3
TCGA-CA-6718-01A	46 years, male, asian, stage:iia, dead, 306 days	258.8
TCGA-AU-6004-01A	69 years, female, white, stage:i, alive, 824 days	254.1
TCGA-AA-3713-01A	68 years, male, stage:iv, alive, 579 days	249.7
TCGA-CM-6675-01A	35 years, male, black or african american, stage:ivb, alive, 397 days	245.7
TCGA-D5-6539-01A	45 years, female, white, alive, 380 days	242.2
TCGA-G4-6302-01A	90 years, female, white, stage:iia, dead, 2047 days	237.0
TCGA-A6-A566-01A	55 years, female, black or african american, stage:iiib, dead, 758 days	233.1
TCGA-WS-AB45-01A	female, black or african american, stage:iia, alive, 2130 days	226.9
TCGA-A6-A565-01A	34 years, female, black or african american, stage:iiic, dead, 494 days	219.9
TCGA-CM-6162-01A	48 years, female, white, stage:iiib, alive, 365 days	186.6
TCGA-G4-6321-01A	60 years, female, white, stage:iii, alive, 672 days	162.8
TCGA-AA-3492-01A	90 years, female, stage:ii, dead, 92 days	146.3
TCGA-A6-2672-01B	82 years, female, white, stage:iiib, alive, 1419 days	126.7
TCGA-A6-5656-01B	74 years, male, white, stage:i, alive, 1001 days	122.5
TCGA-A6-6781-01B	43 years, male, white, stage:iiic, alive, 598 days	57.3
TCGA-A6-2684-01C	75 years, female, white, stage:i, alive, 1127 days	54.7
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