Expression of RPS18 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: 1085.9
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

1294.8

Number of samples

438

Samples

Sample	Description	FPKM
TCGA-AA-3542-01A	69 years, male, stage:iiic, alive, 395 days	8555.2
TCGA-CM-5341-01A	82 years, female, white, stage:iiia, alive, 884 days	7167.9
TCGA-D5-5540-01A	73 years, male, white, stage:iia, alive, 1706 days	5994.4
TCGA-CA-5256-01A	54 years, female, asian, stage:iia, alive, 379 days	4767.4
TCGA-CM-4746-01A	61 years, male, black or african american, stage:i, alive, 1126 days	4119.4
TCGA-AA-3560-01A	72 years, female, stage:iiic, alive, 608 days	3822.3
TCGA-CM-5862-01A	80 years, male, white, stage:iva, dead, 153 days	3668.0
TCGA-AZ-4308-01A	47 years, female, white, stage:iiib, alive, 3324 days	3638.6
TCGA-AZ-4682-01B	61 years, male, white, stage:iva, dead, 680 days	3526.9
TCGA-AA-3667-01A	36 years, female, stage:i, alive, 426 days	3372.3
TCGA-AA-3685-01A	69 years, male, stage:ii, alive, 1127 days	3314.2
TCGA-AZ-5407-01A	51 years, female, white, stage:i, alive, 2683 days	2925.2
TCGA-CM-4744-01A	69 years, male, white, stage:i, alive, 609 days	2913.2
TCGA-AA-3561-01A	72 years, male, stage:iia, alive, 424 days	2831.1
TCGA-AA-3675-01A	84 years, male, stage:ii, alive, 1431 days	2770.3
TCGA-AA-3663-01A	42 years, male, stage:ii, alive, 212 days	2746.7
TCGA-AZ-4313-01A	51 years, female, white, stage:i, alive, 2310 days	2739.1
TCGA-DM-A28K-01A	75 years, male, white, stage:iia, alive, 2988 days	2704.0
TCGA-A6-2683-01A	57 years, female, white, stage:iv, dead, 504 days	2680.4
TCGA-DM-A288-01A	68 years, male, white, stage:iiic, dead, 427 days	2658.5
TCGA-AZ-4315-01A	61 years, male, white, stage:iia, alive, 1776 days	2624.7
TCGA-AA-3679-01A	59 years, male, stage:iv, alive, 457 days	2620.6
TCGA-AA-3812-01A	82 years, female, stage:iia, alive, 1066 days	2609.0
TCGA-AA-3947-01A	60 years, female, stage:iib, alive, 1004 days	2598.2
TCGA-AA-A01R-01A	47 years, male, stage:iii, alive, 1065 days	2547.2
TCGA-A6-2679-01A	73 years, female, white, stage:iib, alive, 1366 days	2491.5
TCGA-AA-3524-01A	85 years, male, stage:ii, alive, 1096 days	2446.9
TCGA-A6-2686-01A	81 years, female, white, stage:iia, dead, 1126 days	2428.8
TCGA-CM-5864-01A	60 years, male, white, stage:i, alive, 457 days	2407.0
TCGA-AA-3939-01A	83 years, male, stage:iia, alive, 395 days	2393.4
TCGA-A6-5666-01A	78 years, male, white, stage:iic, alive, 995 days	2274.4
TCGA-AA-3930-01A	66 years, male, stage:iv, dead, 61 days	2257.5
TCGA-AA-3692-01A	47 years, female, stage:iv, dead, 1095 days	2234.7
TCGA-AA-3502-01A	73 years, male, stage:i, alive, 1065 days	2193.0
TCGA-AA-3994-01A	69 years, male, stage:iiib, alive, 822 days	2149.7
TCGA-AZ-4684-01A	50 years, male, white, stage:iva, alive, 1977 days	2130.7
TCGA-A6-4107-01A	57 years, female, white, stage:iiib, alive, 987 days	2120.5
TCGA-AA-3848-01A	82 years, female, stage:iiic, dead, 306 days	2116.4
TCGA-DM-A1DA-01A	71 years, female, white, stage:iiic, dead, 228 days	2115.1
TCGA-AA-3514-01A	81 years, female, stage:i, alive, 31 days	2115.0
TCGA-G4-6304-01A	66 years, female, white, stage:iib, alive, 1631 days	2111.7
TCGA-D5-6538-01A	79 years, female, white, stage:iiib, alive, 521 days	2033.6
TCGA-AA-3525-01A	90 years, male, stage:iiib, alive, 245 days	1988.4
TCGA-AA-3672-01A	90 years, female, stage:iii, alive, 28 days	1983.7
TCGA-G4-6298-01A	90 years, male, black or african american, stage:iiib, dead, 715 days	1982.0
TCGA-CM-4752-01A	58 years, male, black or african american, stage:iia, alive, 396 days	1956.3
TCGA-CM-4747-01A	47 years, male, white, stage:iva, alive, 761 days	1945.3
TCGA-DM-A28M-01A	63 years, male, white, stage:iia, alive, 2895 days	1938.9
TCGA-AA-3544-01A	68 years, male, stage:i, alive, 426 days	1928.8
TCGA-AA-A03J-01A	65 years, female, stage:i, alive, 1246 days	1920.3
TCGA-A6-2682-01A	70 years, male, white, stage:iv, dead, 424 days	1916.7
TCGA-5M-AAT4-01A	74 years, male, black or african american, stage:iv, dead, 49 days	1898.7
TCGA-AA-3973-01A	69 years, male, stage:iv, alive, 397 days	1875.0
TCGA-G4-6294-01A	76 years, male, white, stage:iv, dead, 858 days	1858.0
TCGA-AA-3534-01A	78 years, female, stage:iia, alive, 882 days	1856.5
TCGA-CM-4750-01A	34 years, female, white, stage:iiia, alive, 244 days	1850.0
TCGA-F4-6704-01A	60 years, male, american indian or alaska native, stage:iiic, alive, 47 days	1848.3
TCGA-AA-3526-01A	57 years, male, stage:i, alive, 580 days	1846.2
TCGA-CM-5860-01A	44 years, male, white, stage:iia, alive, 974 days	1831.4
TCGA-AZ-6608-01A	55 years, female, white, stage:iiia, dead, 59 days	1824.2
TCGA-A6-3810-01A	63 years, male, white, stage:iia, alive, 1111 days	1803.4
TCGA-CM-6166-01A	48 years, female, white, stage:i, alive, 669 days	1780.4
TCGA-AA-A01T-01A	63 years, female, stage:iii, alive, 1005 days	1779.0
TCGA-DM-A1D6-01A	88 years, male, white, stage:iia, dead, 1518 days	1761.8
TCGA-AA-3697-01A	77 years, male, stage:ii, alive, 2587 days	1755.9
TCGA-AA-3510-01A	70 years, male, stage:ii, alive, 1946 days	1754.2
TCGA-AA-3549-01A	69 years, male, stage:i, alive, 639 days	1747.6
TCGA-NH-A50T-01A	68 years, female, black or african american, stage:iia, alive, 553 days	1742.5
TCGA-AA-3955-01A	38 years, male, stage:iiib, alive, 638 days	1738.3
TCGA-AA-A02E-01A	82 years, female, stage:iv, dead, 90 days	1736.2
TCGA-QG-A5YW-01A	55 years, female, black or african american, stage:iiic, alive, 896 days	1734.9
TCGA-AA-3949-01A	87 years, female, stage:iiib, alive, 791 days	1729.3
TCGA-G4-6320-01A	73 years, male, white, stage:iii, alive, 804 days	1724.8
TCGA-NH-A50U-01A	42 years, male, black or african american, stage:iva, dead, 334 days	1724.8
TCGA-A6-5660-01A	73 years, male, black or african american, stage:iiic, alive, 888 days	1714.4
TCGA-D5-6932-01A	69 years, male, white, stage:iia, alive, 346 days	1709.5
TCGA-CM-5349-01A	68 years, female, white, stage:iia, alive, 915 days	1684.9
TCGA-AA-3860-01A	53 years, female, stage:iiib, alive, 945 days	1674.1
TCGA-F4-6855-01A	70 years, female, white, stage:iia, alive, 1442 days	1667.6
TCGA-D5-6929-01A	49 years, female, white, stage:iv, alive, 408 days	1656.2
TCGA-AA-3715-01A	77 years, male, stage:ii, dead, 579 days	1643.1
TCGA-AA-3518-01A	81 years, female, stage:iia, alive, 31 days	1642.2
TCGA-AA-3522-01A	67 years, male, stage:iia, alive, 1127 days	1640.6
TCGA-G4-6317-01A	51 years, female, white, stage:iiic, alive, 1095 days	1627.3
TCGA-AA-3982-01A	75 years, male, stage:iiib, alive, 822 days	1619.2
TCGA-AA-3531-01A	75 years, female, stage:iia, alive, 1035 days	1611.4
TCGA-DM-A28G-01A	75 years, male, white, stage:iia, dead, 1849 days	1603.3
TCGA-CA-6719-01A	77 years, male, asian, stage:iia, alive, 435 days	1599.3
TCGA-DM-A28H-01A	50 years, male, white, stage:iiic, alive, 3561 days	1586.5
TCGA-A6-2676-01A	75 years, female, white, stage:iib, dead, 1305 days	1585.8
TCGA-AA-A01Z-01A	68 years, male, stage:ii, alive, 1126 days	1579.6
TCGA-AZ-4614-01A	71 years, female, white, stage:iva, dead, 172 days	1579.1
TCGA-CM-6678-01A	63 years, female, white, stage:iva, alive, 335 days	1574.3
TCGA-A6-2674-01A	72 years, male, white, stage:iv, alive, 1331 days	1568.1
TCGA-AA-3855-01A	72 years, male, stage:i, alive, 975 days	1567.5
TCGA-AA-A02O-01A	82 years, male, stage:ii, alive, 28 days	1565.1
TCGA-D5-5541-01A	63 years, male, white, stage:iiib, alive, 1701 days	1553.9
TCGA-RU-A8FL-01A	51 years, male, black or african american, stage:iiib, alive, 1177 days	1552.1
TCGA-AA-3553-01A	61 years, female, stage:i, alive, 730 days	1551.8
TCGA-CM-6677-01A	75 years, female, white, stage:iia, alive, 337 days	1550.1
TCGA-AA-3976-01A	70 years, male, stage:iiia, alive, 791 days	1548.5
TCGA-AD-A5EK-01A	51 years, male, black or african american, stage:i, alive, 500 days	1547.3
TCGA-AA-A02R-01A	84 years, female, stage:iia, dead, 670 days	1539.8
TCGA-A6-A567-01A	56 years, male, black or african american, stage:iv, dead, 1881 days	1519.7
TCGA-AZ-5403-01A	43 years, male, white, stage:ii, dead, 1910 days	1516.5
TCGA-NH-A6GA-01A	58 years, male, black or african american, stage:iiic, dead, 302 days	1510.1
TCGA-AA-A02W-01A	73 years, female, stage:i, alive, 1247 days	1509.9
TCGA-DM-A1D8-01A	50 years, female, white, dead, 383 days	1508.4
TCGA-QG-A5YV-01A	64 years, female, black or african american, stage:iiic, alive, 1301 days	1491.2
TCGA-NH-A5IV-01A	90 years, female, black or african american, stage:iia, alive, 588 days	1479.6
TCGA-AA-3494-01A	55 years, male, stage:iv, alive, 31 days	1475.4
TCGA-CA-6716-01A	65 years, male, asian, stage:iia, alive, 371 days	1466.5
TCGA-AA-3856-01A	59 years, male, stage:iia, alive, 30 days	1464.0
TCGA-AA-3488-01A	58 years, male, stage:iv, dead, 153 days	1463.0
TCGA-AA-3562-01A	82 years, male, stage:iiic, alive, 608 days	1457.9
TCGA-AD-6889-01A	male, asian, stage:iia, dead, 2532 days	1453.6
TCGA-A6-5665-01A	84 years, female, white, stage:iia, alive, 671 days	1451.7
TCGA-AA-3492-01A	90 years, female, stage:ii, dead, 92 days	1447.0
TCGA-AA-3815-01A	65 years, female, stage:iia, alive, 1005 days	1438.4
TCGA-AA-3842-01A	51 years, male, stage:iiia, alive, 1126 days	1437.3
TCGA-AZ-4616-01A	82 years, female, white, stage:iv, dead, 156 days	1429.0
TCGA-A6-2680-01A	72 years, female, black or african american, stage:ii, alive, 1068 days	1422.8
TCGA-AA-A01S-01A	47 years, female, stage:iii, alive, 31 days	1414.5
TCGA-G4-6628-01A	78 years, male, white, stage:i, alive, 2424 days	1414.4
TCGA-AA-A01F-01A	72 years, male, stage:iiib, alive, 974 days	1411.3
TCGA-AM-5821-01A	68 years, female, white, stage:iia, alive, 28 days	1408.5
TCGA-DM-A28E-01A	72 years, female, white, stage:iia, alive, 3648 days	1401.0
TCGA-DM-A1HB-01A	75 years, male, white, stage:iiib, alive, 4126 days	1400.4
TCGA-D5-5539-01A	60 years, male, white, stage:iiia, alive, 596 days	1395.9
TCGA-AA-3952-01A	68 years, male, stage:iiic, dead, 61 days	1393.9
TCGA-CK-5914-01A	81 years, male, white, stage:iiib, alive, 669 days	1388.1
TCGA-A6-3809-01A	71 years, female, white, stage:iib, alive, 996 days	1386.2
TCGA-A6-2681-01A	73 years, female, white, stage:iia, alive, 1387 days	1386.1
TCGA-CM-4743-01A	69 years, male, white, stage:iia, alive, 701 days	1379.7
TCGA-DM-A28A-01A	78 years, male, white, stage:iiic, dead, 805 days	1377.6
TCGA-QL-A97D-01A	84 years, female, black or african american, stage:i, alive, 666 days	1374.2
TCGA-CA-6717-01A	57 years, male, asian, stage:iia, alive, 388 days	1362.5
TCGA-DM-A0XD-01A	65 years, male, white, stage:iia, dead, 743 days	1362.4
TCGA-AA-3846-01A	74 years, female, stage:iia, alive, 518 days	1354.8
TCGA-AA-A01C-01A	75 years, male, stage:iiia, alive, 457 days	1353.5
TCGA-AA-3989-01A	84 years, male, stage:iv, dead, 242 days	1351.8
TCGA-F4-6809-01A	52 years, female, white, stage:iva, dead, 403 days	1348.2
TCGA-AA-3811-01A	84 years, female, stage:iii, dead, 306 days	1342.8
TCGA-NH-A8F8-01A	79 years, male, black or african american, stage:iv, dead, 511 days	1339.1
TCGA-AD-5900-01A	67 years, male, white, stage:i, alive, 370 days	1336.6
TCGA-AA-3862-01A	82 years, male, stage:iia, alive, 914 days	1335.8
TCGA-DM-A280-01A	70 years, female, white, stage:iia, dead, 236 days	1335.2
TCGA-AA-3858-01A	67 years, male, stage:i, alive, 945 days	1328.2
TCGA-CK-6751-01A	88 years, female, white, stage:i, alive, 3780 days	1327.4
TCGA-F4-6854-01A	77 years, female, white, stage:iia, alive, 16 days	1327.0
TCGA-D5-6530-01A	53 years, male, white, stage:i, alive, 621 days	1325.8
TCGA-G4-6310-01A	69 years, male, white, stage:iiib, alive, 1935 days	1325.4
TCGA-A6-5662-01A	46 years, male, white, stage:iva, alive, 718 days	1324.6
TCGA-AA-3972-01A	72 years, male, stage:iv, alive, 1551 days	1314.9
TCGA-AA-3833-01A	63 years, female, stage:iia, alive, 485 days	1311.1
TCGA-AA-3980-01A	89 years, female, stage:i, alive, 822 days	1309.1
TCGA-AA-3968-01A	55 years, female, stage:i, alive, 669 days	1301.3
TCGA-CK-4952-01A	48 years, female, white, stage:iiic, alive, 475 days	1299.9
TCGA-AA-3506-01A	77 years, male, stage:i, alive, 1765 days	1299.7
TCGA-DM-A1D4-01A	80 years, male, white, stage:iia, dead, 2821 days	1299.2
TCGA-DM-A1HA-01A	82 years, male, white, stage:iiic, alive, 4000 days	1297.6
TCGA-AA-3516-01A	74 years, female, stage:iii, dead, 396 days	1296.0
TCGA-CK-6748-01A	45 years, female, white, stage:iv, alive, 61 days	1295.3
TCGA-DM-A282-01A	61 years, female, white, stage:iia, alive, 4233 days	1293.5
TCGA-AY-A71X-01A	54 years, female, black or african american, stage:i, alive, 588 days	1291.2
TCGA-AA-3869-01A	76 years, male, stage:iv, dead, 822 days	1290.0
TCGA-DM-A1D9-01A	67 years, female, white, stage:iia, alive, 4270 days	1286.8
TCGA-CM-5861-01A	63 years, female, white, stage:iia, alive, 457 days	1286.2
TCGA-AA-3666-01A	68 years, male, stage:iii, dead, 61 days	1284.0
TCGA-AA-3519-01A	63 years, male, stage:iii, alive, 276 days	1271.1
TCGA-AA-3975-01A	80 years, male, stage:i, alive, 1036 days	1270.5
TCGA-AY-5543-01A	65 years, female, black or african american, stage:iva, alive, 1004 days	1270.0
TCGA-AM-5820-01A	60 years, female, white, stage:iva, alive, 14 days	1268.4
TCGA-AA-3851-01A	74 years, male, stage:iia, alive, 1006 days	1264.5
TCGA-DM-A28C-01A	74 years, male, white, stage:iia, dead, 2475 days	1260.4
TCGA-AA-A01I-01A	76 years, male, stage:i, alive, 943 days	1260.3
TCGA-CM-4748-01A	53 years, male, white, stage:iiib, alive, 792 days	1250.5
TCGA-AA-3495-01A	79 years, male, stage:i, alive, 1127 days	1249.8
TCGA-AA-3517-01A	60 years, male, stage:iia, alive, 1186 days	1248.1
TCGA-A6-5659-01A	82 years, male, white, stage:i, alive, 926 days	1247.0
TCGA-A6-6780-01A	74 years, male, white, stage:iia, alive, 612 days	1239.5
TCGA-AY-A54L-01A	74 years, female, black or african american, stage:i, alive, 525 days	1234.9
TCGA-F4-6856-01A	45 years, male, white, stage:i, alive, 1074 days	1234.2
TCGA-AZ-6600-01A	64 years, male, black or african american, stage:iv, dead, 368 days	1229.6
TCGA-4N-A93T-01A	67 years, male, black or african american, stage:iiib, alive, 146 days	1228.6
TCGA-DM-A0X9-01A	71 years, female, white, stage:iia, alive, 3641 days	1217.8
TCGA-DM-A285-01A	71 years, female, white, stage:iv, dead, 179 days	1216.0
TCGA-AA-A00Q-01A	66 years, female, stage:iiib, alive, 1278 days	1214.3
TCGA-A6-A56B-01A	57 years, male, black or african american, stage:iiib, dead, 1711 days	1212.5
TCGA-AA-3662-01A	80 years, female, stage:iv, alive, 184 days	1209.7
TCGA-CM-6170-01A	73 years, female, white, stage:i, alive, 457 days	1209.5
TCGA-CM-5868-01A	59 years, female, white, stage:iva, alive, 518 days	1209.1
TCGA-DM-A28F-01A	73 years, male, white, stage:iiib, dead, 1094 days	1208.7
TCGA-A6-6652-01A	59 years, male, black or african american, stage:iva, alive, 751 days	1207.1
TCGA-CM-5863-01A	60 years, female, white, stage:iiib, alive, 457 days	1206.6
TCGA-5M-AATE-01A	76 years, male, black or african american, stage:iia, alive, 1200 days	1206.2
TCGA-AA-A01Q-01A	48 years, female, stage:ii, alive, 31 days	1202.9
TCGA-AA-3509-01A	54 years, female, stage:ii, alive, 1915 days	1197.6
TCGA-G4-6626-01A	90 years, male, white, stage:iia, dead, 1422 days	1197.2
TCGA-A6-6651-01A	55 years, female, white, stage:iiib, alive, 662 days	1194.4
TCGA-AA-3496-01A	83 years, female, stage:ii, alive, 31 days	1192.5
TCGA-AA-A01X-01A	80 years, female, stage:iii, alive, 791 days	1181.6
TCGA-SS-A7HO-01A	44 years, female, black or african american, stage:iib, alive, 1829 days	1175.6
TCGA-AD-6901-01A	78 years, male, white, dead, 682 days	1167.9
TCGA-QG-A5Z1-01A	71 years, male, black or african american, stage:iiib, dead, 256 days	1167.6
TCGA-AA-3538-01A	54 years, female, stage:i, alive, 791 days	1167.1
TCGA-G4-6315-01A	66 years, male, white, stage:iv, alive, 1883 days	1166.7
TCGA-AA-3867-01A	74 years, male, stage:iv, alive, 731 days	1159.8
TCGA-G4-6307-01A	37 years, female, white, stage:iiib, alive, 1674 days	1156.9
TCGA-AA-3979-01A	84 years, male, stage:iia, alive, 730 days	1156.8
TCGA-A6-2685-01A	48 years, female, black or african american, stage:iia, alive, 1133 days	1151.2
TCGA-AU-3779-01A	80 years, female, white, stage:iia, alive, 441 days	1143.5
TCGA-AA-3520-01A	86 years, female, stage:ii, alive, 731 days	1143.2
TCGA-AA-3673-01A	53 years, female, stage:ii, alive, 1522 days	1141.9
TCGA-AA-3532-01A	63 years, male, stage:iia, alive, 882 days	1134.1
TCGA-DM-A1D0-01A	79 years, female, white, stage:iia, alive, 3974 days	1130.8
TCGA-AA-3837-01A	67 years, male, stage:iia, alive, 1186 days	1130.8
TCGA-AA-3660-01A	51 years, female, stage:ii, alive, 2375 days	1126.5
TCGA-AA-A02J-01A	70 years, female, stage:iv, dead, 153 days	1126.3
TCGA-A6-2671-01A	85 years, male, white, stage:iv, dead, 1331 days	1126.0
TCGA-AA-3818-01A	78 years, female, stage:iia, dead, 30 days	1125.7
TCGA-NH-A8F7-01A	53 years, female, black or african american, stage:iia, alive, 543 days	1123.9
TCGA-AA-A02H-01A	74 years, female, stage:iv, dead, 61 days	1120.2
TCGA-AA-A00W-01A	80 years, male, stage:i, alive, 456 days	1118.5
TCGA-AY-4071-01A	63 years, female, white, stage:i, dead, 29 days	1113.5
TCGA-F4-6806-01A	59 years, female, white, stage:i, alive, 1260 days	1109.9
TCGA-A6-6138-01A	61 years, male, white, stage:i, alive, 685 days	1109.7
TCGA-AZ-6606-01A	81 years, male, white, stage:iv, dead, 357 days	1106.9
TCGA-AA-3552-01A	85 years, male, stage:iiic, dead, 396 days	1106.4
TCGA-AZ-6599-01A	72 years, male, white, stage:i, dead, 206 days	1099.4
TCGA-CK-5916-01A	71 years, female, white, stage:i, dead, 643 days	1099.1
TCGA-CM-6169-01A	67 years, male, black or african american, stage:iia, alive, 396 days	1094.2
TCGA-A6-4105-01A	79 years, male, white, stage:iia, dead, 442 days	1093.6
TCGA-NH-A6GC-01A	66 years, female, black or african american, stage:ivb, alive, 389 days	1093.0
TCGA-AA-3970-01A	65 years, male, stage:iia, alive, 1096 days	1091.2
TCGA-F4-6807-01A	51 years, female, white, stage:iiic, alive, 1309 days	1091.0
TCGA-AD-6964-01A	58 years, male, white, dead, 331 days	1087.6
TCGA-AA-A02F-01A	68 years, female, stage:iv, alive, 1216 days	1087.0
TCGA-DM-A1DB-01A	68 years, male, white, stage:iia, dead, 1348 days	1086.5
TCGA-AA-3841-01A	66 years, male, stage:iia, alive, 1124 days	1085.3
TCGA-AA-A00L-01A	66 years, male, stage:iia, alive, 1157 days	1084.7
TCGA-D5-6541-01A	49 years, male, white, stage:iia, alive, 474 days	1083.8
TCGA-G4-6295-01A	70 years, female, white, stage:ii, alive, 254 days	1082.9
TCGA-AD-6965-01A	62 years, male, white, stage:iiic, alive, 805 days	1080.3
TCGA-NH-A50V-01A	69 years, male, black or african american, stage:iiib, alive, 588 days	1075.4
TCGA-AA-3844-01A	78 years, female, stage:iiic, alive, 454 days	1074.5
TCGA-CK-5912-01A	82 years, male, white, stage:i, dead, 1493 days	1074.4
TCGA-A6-6648-01A	56 years, male, white, stage:iva, alive, 766 days	1072.2
TCGA-AA-3543-01A	84 years, male, stage:i, alive, 30 days	1068.8
TCGA-AA-A029-01A	67 years, male, stage:ii, alive, 1581 days	1068.5
TCGA-CM-6161-01A	36 years, female, white, stage:i, alive, 457 days	1068.0
TCGA-5M-AAT6-01A	40 years, female, black or african american, stage:iv, dead, 290 days	1067.5
TCGA-CM-5344-01A	39 years, female, white, stage:iiib, alive, 670 days	1064.3
TCGA-CK-4947-01B	46 years, female, white, stage:iiib, alive, 534 days	1063.3
TCGA-AA-3870-01A	71 years, female, stage:iv, alive, 912 days	1062.5
TCGA-D5-6930-01A	67 years, male, white, stage:iia, alive, 406 days	1061.4
TCGA-AA-3950-01A	79 years, female, stage:iia, alive, 730 days	1060.0
TCGA-G4-6303-01A	54 years, female, white, stage:iv, dead, 2003 days	1056.6
TCGA-AA-3971-01A	58 years, male, stage:iii, alive, 489 days	1054.4
TCGA-CA-6715-01A	63 years, male, asian, stage:iiib, alive, 383 days	1050.2
TCGA-AA-3678-01A	60 years, female, stage:iii, alive, 1430 days	1048.0
TCGA-CM-6163-01A	74 years, male, white, stage:i, alive, 90 days	1046.8
TCGA-AA-A00U-01A	50 years, male, stage:iiib, alive, 518 days	1046.7
TCGA-AA-3877-01A	83 years, female, stage:i, alive, 943 days	1043.7
TCGA-AA-3986-01A	73 years, male, stage:i, alive, 580 days	1042.4
TCGA-AD-6890-01A	65 years, male, white, alive, 746 days	1038.3
TCGA-AA-3530-01A	80 years, male, stage:i, alive, 580 days	1034.7
TCGA-F4-6569-01A	60 years, male, white, stage:i, alive, 1087 days	1029.4
TCGA-AA-3819-01A	41 years, female, stage:iia, alive, 761 days	1027.9
TCGA-CK-4948-01B	45 years, female, white, stage:iii, alive, 4502 days	1024.0
TCGA-AZ-6598-01A	77 years, female, white, stage:ii, dead, 1503 days	1020.6
TCGA-AA-3688-01A	80 years, male, stage:iv, alive, 578 days	1018.0
TCGA-A6-6782-01A	82 years, male, white, stage:iib, alive, 617 days	1013.8
TCGA-AA-A02Y-01A	73 years, male, stage:i, alive, 1216 days	1012.2
TCGA-AA-3511-01A	64 years, male, stage:ii, alive, 212 days	1011.2
TCGA-AA-A01V-01A	59 years, male, stage:i, alive, 31 days	1009.8
TCGA-4T-AA8H-01A	42 years, female, black or african american, stage:iia, alive, 385 days	1009.3
TCGA-AA-3710-01A	80 years, female, stage:iia, alive, 821 days	1005.1
TCGA-AA-3861-01A	72 years, male, stage:iia, alive, 914 days	996.4
TCGA-D5-6531-01A	75 years, male, white, stage:iia, alive, 540 days	995.7
TCGA-3L-AA1B-01A	61 years, female, black or african american, stage:i, alive, 475 days	994.1
TCGA-A6-3807-01A	53 years, female, white, stage:iiic, alive, 1054 days	994.0
TCGA-AA-3864-01A	71 years, male, stage:ii, alive, 1612 days	985.4
TCGA-D5-6927-01A	34 years, male, white, stage:iia, alive, 287 days	980.3
TCGA-AA-3548-01A	71 years, female, stage:iiic, alive, 1034 days	978.1
TCGA-AA-A017-01A	57 years, female, stage:iia, alive, 457 days	976.8
TCGA-QG-A5Z2-01A	61 years, male, black or african american, stage:i, alive, 952 days	972.9
TCGA-AY-A69D-01A	55 years, female, black or african american, stage:iia, alive, 543 days	960.8
TCGA-G4-6311-01A	80 years, male, white, stage:iii, alive, 1199 days	959.2
TCGA-CK-6747-01A	87 years, female, white, stage:iia, alive, 2523 days	959.0
TCGA-AA-A00F-01A	66 years, male, stage:iiic, alive, 1035 days	958.3
TCGA-AA-A010-01A	46 years, female, stage:iib, alive, 1064 days	956.6
TCGA-G4-6322-01A	65 years, male, white, stage:iiib, alive, 792 days	956.3
TCGA-F4-6805-01A	58 years, female, white, stage:iia, alive, 1047 days	955.4
TCGA-CM-4751-01A	62 years, male, white, stage:iiib, alive, 822 days	951.9
TCGA-AA-3489-01A	75 years, male, stage:ii, dead, 214 days	951.6
TCGA-DM-A1D7-01A	82 years, male, white, stage:iia, dead, 405 days	948.4
TCGA-G4-6323-01A	50 years, male, black or african american, stage:ia, alive, 419 days	946.2
TCGA-D5-6922-01A	76 years, male, white, stage:iiia, alive, 308 days	944.7
TCGA-AA-3875-01A	78 years, female, stage:i, alive, 549 days	940.8
TCGA-AA-A02K-01A	50 years, male, stage:iv, dead, 426 days	936.8
TCGA-AA-A00A-01A	80 years, male, stage:iia, alive, 1157 days	930.6
TCGA-A6-3808-01A	73 years, male, white, stage:iia, alive, 1014 days	930.4
TCGA-F4-6460-01A	51 years, female, white, stage:iiib, dead, 972 days	929.4
TCGA-AD-6899-01A	84 years, male, white, stage:iiic, dead, 176 days	924.3
TCGA-G4-6588-01A	58 years, female, white, stage:iia, alive, 796 days	922.1
TCGA-D5-6926-01A	65 years, male, white, stage:iiib, alive, 275 days	916.2
TCGA-D5-5538-01A	60 years, female, white, stage:iiib, dead, 1661 days	915.1
TCGA-F4-6463-01A	51 years, male, white, stage:iia, alive, 1087 days	914.1
TCGA-F4-6461-01A	41 years, female, white, stage:iiic, dead, 338 days	907.7
TCGA-CA-5797-01A	56 years, male, asian, stage:iia, alive, 383 days	906.8
TCGA-F4-6808-01A	54 years, female, white, stage:i, alive, 1024 days	904.9
TCGA-CM-6674-01A	39 years, male, white, stage:iia, alive, 394 days	903.5
TCGA-CK-5913-01A	58 years, female, white, stage:iia, alive, 1561 days	903.3
TCGA-A6-2675-01A	78 years, male, white, stage:iia, alive, 1321 days	898.2
TCGA-AA-A00K-01A	79 years, male, stage:iia, alive, 549 days	894.8
TCGA-AA-3977-01A	65 years, male, alive, 761 days	890.6
TCGA-G4-6314-01A	76 years, female, white, stage:iv, alive, 1093 days	886.6
TCGA-A6-A5ZU-01A	59 years, male, black or african american, stage:iiib, alive, 293 days	885.7
TCGA-AD-6888-01A	73 years, male, white, stage:iiib, dead, 472 days	883.9
TCGA-AZ-6603-01A	77 years, female, white, dead, 899 days	883.1
TCGA-A6-6650-01A	69 years, female, black or african american, stage:iia, alive, 627 days	877.8
TCGA-A6-5667-01A	40 years, female, white, stage:iiib, alive, 887 days	875.5
TCGA-T9-A92H-01A	82 years, male, black or african american, stage:iia, alive, 362 days	872.7
TCGA-D5-6537-01A	64 years, male, white, stage:iiib, dead, 146 days	869.7
TCGA-CM-6680-01A	78 years, female, white, stage:iiib, alive, 366 days	869.1
TCGA-CM-6679-01A	58 years, male, white, stage:iia, alive, 306 days	868.4
TCGA-AD-6963-01A	58 years, male, white, alive, 834 days	865.1
TCGA-NH-A6GB-01A	71 years, female, black or african american, stage:iiic, alive, 476 days	861.8
TCGA-AZ-6605-01A	78 years, male, white, stage:iiib, dead, 159 days	858.6
TCGA-AA-A01K-01A	74 years, female, stage:iiic, alive, 943 days	853.6
TCGA-D5-5537-01A	83 years, male, white, dead, 1381 days	853.3
TCGA-AA-3681-01A	77 years, female, stage:iii, alive, 182 days	850.5
TCGA-QG-A5YX-01A	61 years, female, black or african american, stage:iia, alive, 1003 days	849.1
TCGA-CM-5348-01A	72 years, male, white, stage:iiib, alive, 699 days	847.2
TCGA-AA-A024-01A	81 years, male, stage:ii, dead, 1188 days	846.9
TCGA-G4-6306-01A	71 years, male, white, alive, 1359 days	846.7
TCGA-A6-6653-01A	82 years, male, white, stage:i, alive, 742 days	841.7
TCGA-CM-6164-01A	46 years, female, white, stage:iia, alive, 883 days	841.4
TCGA-AA-3555-01A	81 years, female, stage:iia, alive, 911 days	839.3
TCGA-G4-6299-01A	69 years, male, white, stage:iiic, alive, 2268 days	838.4
TCGA-AY-4070-01A	51 years, female, black or african american, stage:iiic, dead, 496 days	836.4
TCGA-A6-5657-01A	65 years, male, black or african american, stage:iiib, alive, 962 days	834.7
TCGA-AZ-4323-01A	37 years, male, white, stage:iv, dead, 43 days	830.1
TCGA-A6-5661-01A	80 years, female, black or african american, stage:iia, alive, 1020 days	827.1
TCGA-D5-6532-01A	61 years, male, white, stage:iia, alive, 555 days	825.2
TCGA-D5-6535-01A	80 years, female, white, stage:iiib, alive, 460 days	823.6
TCGA-AA-3941-01A	84 years, female, stage:iva, alive, 730 days	816.0
TCGA-CA-5255-01A	45 years, male, asian, stage:iia, alive, 376 days	815.2
TCGA-CM-6165-01A	74 years, male, white, stage:iia, alive, 488 days	815.0
TCGA-AA-A00Z-01A	70 years, male, stage:iia, alive, 669 days	806.6
TCGA-CA-5796-01A	53 years, female, asian, stage:iia, alive, 377 days	806.0
TCGA-D5-6924-01A	68 years, male, white, stage:iia, alive, 435 days	801.4
TCGA-AD-6548-01A	81 years, female, white, stage:i, alive, 650 days	793.9
TCGA-A6-5664-01A	80 years, male, black or african american, stage:iiic, alive, 672 days	791.1
TCGA-AA-3854-01A	71 years, female, stage:i, alive, 1096 days	790.6
TCGA-AZ-4615-01A	84 years, male, white, stage:iiib, alive, 1002 days	786.3
TCGA-A6-6141-01A	31 years, male, black or african american, stage:iia, alive, 255 days	785.4
TCGA-CM-6676-01A	82 years, male, white, stage:i, alive, 337 days	784.4
TCGA-AA-3831-01A	66 years, male, stage:iia, alive, 547 days	781.9
TCGA-CK-4950-01A	68 years, female, black or african american, stage:iiib, alive, 2599 days	779.8
TCGA-AY-6197-01A	60 years, male, white, stage:iia, alive, 652 days	779.5
TCGA-AA-A00N-01A	75 years, male, stage:iib, dead, 122 days	778.4
TCGA-D5-6533-01A	68 years, female, white, alive, 775 days	770.5
TCGA-AZ-6601-01A	68 years, male, white, stage:ii, dead, 3042 days	763.9
TCGA-AA-A01G-01A	63 years, male, stage:iia, alive, 365 days	761.7
TCGA-CM-6172-01A	70 years, female, white, stage:iiib, alive, 335 days	756.9
TCGA-D5-6898-01A	51 years, female, white, stage:i, alive, 229 days	755.8
TCGA-G4-6625-01A	77 years, female, white, stage:iia, alive, 2792 days	753.1
TCGA-AA-3664-01A	74 years, female, stage:ii, alive, 1643 days	748.9
TCGA-AA-3713-01A	68 years, male, stage:iv, alive, 579 days	746.1
TCGA-AA-3956-01A	65 years, male, stage:iia, alive, 1035 days	738.5
TCGA-CM-6167-01A	57 years, female, black or african american, stage:iiic, alive, 456 days	732.6
TCGA-AA-3680-01A	67 years, female, stage:iv, dead, 335 days	729.3
TCGA-D5-6923-01A	57 years, male, white, stage:i, alive, 378 days	727.5
TCGA-AA-A00D-01A	70 years, male, stage:i, alive, 578 days	724.9
TCGA-AA-A01D-01A	47 years, female, stage:iiic, dead, 334 days	723.7
TCGA-AD-6895-01A	84 years, male, white, stage:iiib, alive, 763 days	722.2
TCGA-A6-6137-01A	55 years, male, white, stage:iiib, alive, 824 days	718.3
TCGA-AA-3821-01A	81 years, female, stage:i, alive, 31 days	718.1
TCGA-AA-A00R-01A	64 years, female, stage:i, alive, 30 days	710.7
TCGA-G4-6293-01A	49 years, female, white, stage:iii, alive, 4051 days	709.5
TCGA-AA-A00J-01A	80 years, male, stage:iiib, alive, 549 days	709.3
TCGA-AA-3696-01A	75 years, female, stage:iv, dead, 153 days	704.0
TCGA-G4-6297-01A	55 years, female, white, stage:iv, alive, 2506 days	700.6
TCGA-CA-5254-01A	42 years, female, asian, stage:iia, alive, 386 days	700.5
TCGA-AA-3556-01A	78 years, male, stage:i, alive, 700 days	688.2
TCGA-DM-A0XF-01A	68 years, female, white, stage:iiic, dead, 1162 days	681.9
TCGA-CK-4951-01A	79 years, female, white, stage:iia, dead, 2134 days	681.2
TCGA-F4-6703-01A	64 years, male, white, stage:iia, alive, 1456 days	680.5
TCGA-CM-6168-01A	84 years, female, black or african american, stage:iia, alive, 395 days	679.6
TCGA-AA-A03F-01A	90 years, female, stage:iii, dead, 549 days	673.4
TCGA-AA-A00O-01A	83 years, female, stage:iiic, alive, 822 days	672.0
TCGA-D5-7000-01A	79 years, female, white, stage:i, alive, 312 days	670.2
TCGA-G4-6309-01A	40 years, female, black or african american, stage:iiib, alive, 2600 days	666.2
TCGA-CM-6171-01A	77 years, female, white, stage:i, alive, 427 days	658.6
TCGA-F4-6459-01A	61 years, female, white, stage:iiib, dead, 262 days	655.4
TCGA-WS-AB45-01A	female, black or african american, stage:iia, alive, 2130 days	654.9
TCGA-AY-A8YK-01A	44 years, male, black or african american, stage:iva, alive, 573 days	653.0
TCGA-AY-6386-01A	66 years, female, black or african american, stage:iiib, alive, 542 days	644.2
TCGA-D5-6536-01A	73 years, male, white, stage:iia, alive, 543 days	629.9
TCGA-D5-6529-01A	69 years, male, white, stage:iia, alive, 614 days	627.3
TCGA-G4-6627-01A	84 years, male, white, stage:iia, alive, 2275 days	622.6
TCGA-CA-6718-01A	46 years, male, asian, stage:iia, dead, 306 days	617.8
TCGA-A6-6649-01A	66 years, male, white, stage:iiib, alive, 735 days	616.9
TCGA-D5-6539-01A	45 years, female, white, alive, 380 days	614.0
TCGA-F4-6570-01A	78 years, female, white, stage:iia, dead, 188 days	613.3
TCGA-G4-6302-01A	90 years, female, white, stage:iia, dead, 2047 days	611.3
TCGA-A6-6142-01A	56 years, female, white, stage:iva, alive, 763 days	602.6
TCGA-AU-6004-01A	69 years, female, white, stage:i, alive, 824 days	594.7
TCGA-AA-3866-01A	78 years, female, stage:i, alive, 518 days	594.5
TCGA-AY-6196-01A	47 years, male, white, stage:iiic, alive, 6 days	579.5
TCGA-AA-3966-01A	89 years, female, stage:iia, alive, 61 days	569.7
TCGA-AA-A01P-01A	80 years, female, stage:iii, dead, 1158 days	567.7
TCGA-D5-6931-01A	77 years, male, white, stage:iiic, alive, 365 days	566.6
TCGA-G4-6586-01A	74 years, female, white, stage:iia, alive, 1089 days	560.0
TCGA-A6-A566-01A	55 years, female, black or african american, stage:iiib, dead, 758 days	543.7
TCGA-AA-3554-01A	62 years, female, stage:iia, alive, 546 days	538.2
TCGA-D5-6540-01A	66 years, male, white, stage:i, alive, 491 days	536.3
TCGA-CM-6162-01A	48 years, female, white, stage:iiib, alive, 365 days	533.1
TCGA-A6-6654-01A	65 years, female, white, stage:iiib, alive, 726 days	510.9
TCGA-AA-A00E-01A	65 years, male, stage:iia, alive, 913 days	509.8
TCGA-D5-6928-01A	80 years, male, white, stage:iia, alive, 354 days	489.8
TCGA-AA-3655-01A	68 years, male, stage:ii, alive, 1856 days	473.9
TCGA-A6-A565-01A	34 years, female, black or african american, stage:iiic, dead, 494 days	470.8
TCGA-A6-6140-01A	62 years, male, white, stage:iia, alive, 734 days	460.7
TCGA-D5-6920-01A	77 years, female, white, stage:iia, alive, 377 days	453.6
TCGA-AZ-6607-01A	69 years, male, white, stage:iv, dead, 97 days	448.9
TCGA-A6-2678-01A	43 years, female, white, stage:iiib, alive, 1286 days	446.2
TCGA-CM-6675-01A	35 years, male, black or african american, stage:ivb, alive, 397 days	444.8
TCGA-D5-6534-01A	62 years, female, white, stage:iia, alive, 1316 days	437.2
TCGA-A6-2672-01B	82 years, female, white, stage:iiib, alive, 1419 days	357.9
TCGA-A6-2677-01B	68 years, female, white, stage:iiic, dead, 740 days	353.1
TCGA-G4-6321-01A	60 years, female, white, stage:iii, alive, 672 days	317.7
TCGA-AA-A004-01A	76 years, male, stage:iia, alive, 424 days	282.5
TCGA-A6-6781-01B	43 years, male, white, stage:iiic, alive, 598 days	108.6
TCGA-A6-5656-01B	74 years, male, white, stage:i, alive, 1001 days	101.3
TCGA-A6-2684-01C	75 years, female, white, stage:i, alive, 1127 days	80.9
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