Expression of MIF in head and neck cancer

HEAD AND NECK SQUAMOUS CELL CARCINOMA (TCGA) - 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

MIF is potential prognostic, high expression is unfavorable in Head and Neck Squamous Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 699.47

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 TPM

1124.4

Number of samples

492

Samples

Sample	Description	TPM
TCGA-BB-8601-01A	0 years, male, black or african american, stage:Stage III, alive, 624 days	4957.3
TCGA-CR-6493-01A	0 years, male, black or african american, stage:Stage IVA, dead, 282 days	3896.6
TCGA-BA-4074-01A	0 years, male, white, stage:Stage IVA, dead, 462 days	3588.0
TCGA-BA-A6D8-01A	0 years, male, black or african american, stage:Stage IVA, alive, 850 days	3554.9
TCGA-CV-5432-01A	0 years, male, white, stage:Stage III, alive, 3930 days	3372.4
TCGA-UF-A71A-01A	0 years, male, white, stage:Stage IVA, dead, 86 days	3132.5
TCGA-CV-A6JM-01A	0 years, male, white, stage:'--, dead, 194 days	3118.8
TCGA-MT-A7BN-01A	0 years, male, white, stage:Stage IVA, alive, 469 days	2974.0
TCGA-CQ-5332-01A	0 years, male, white, stage:Stage III, dead, 317 days	2944.7
TCGA-CN-6024-01A	0 years, male, white, stage:Stage IVA, dead, 337 days	2788.4
TCGA-CV-7424-01A	0 years, male, asian, stage:Stage IVA, dead, 453 days	2618.6
TCGA-BA-A6DA-01A	0 years, female, white, stage:Stage IVA, alive, 351 days	2591.0
TCGA-UP-A6WW-01A	0 years, male, white, stage:'--, alive, 518 days	2552.3
TCGA-CN-6022-01A	0 years, male, white, stage:Stage IVA, dead, 281 days	2506.6
TCGA-CR-7383-01A	0 years, female, white, stage:Stage I, dead, 521 days	2496.0
TCGA-CV-A6JE-01A	0 years, male, white, stage:'--, alive, 1075 days	2494.3
TCGA-CX-A4AQ-01A	0 years, male, white, stage:Stage IVA, alive, 1555 days	2403.6
TCGA-UF-A7J9-01A	0 years, male, white, stage:Stage IVA, alive, 1358 days	2379.6
TCGA-BA-6873-01A	0 years, male, white, stage:Stage IVA, alive, 122 days	2350.5
TCGA-KU-A6H7-01A	0 years, female, white, stage:Stage IVA, alive, 586 days	2317.5
TCGA-CV-7407-01A	0 years, female, white, stage:Stage II, dead, 1081 days	2314.2
TCGA-CQ-A4CI-01A	0 years, male, white, stage:Stage III, alive, 950 days	2295.7
TCGA-CV-5434-01A	0 years, male, black or african american, stage:Stage IVA, dead, 3314 days	2247.9
TCGA-CV-5979-01A	0 years, male, white, stage:Stage IVA, alive, 1315 days	2235.2
TCGA-P3-A5Q6-01A	0 years, male, white, stage:Stage IVA, dead, 480 days	2229.4
TCGA-CV-7418-01A	0 years, male, black or african american, stage:Stage IVA, dead, 789 days	2205.1
TCGA-CQ-A4CD-01A	0 years, male, white, stage:Stage IVA, alive, 1022 days	2178.9
TCGA-BA-7269-01A	0 years, male, white, stage:Stage III, alive, 1273 days	2173.8
TCGA-CV-7437-01A	0 years, male, stage:Stage II, dead, 506 days	2169.5
TCGA-CN-A49A-01A	0 years, male, white, stage:Stage IVB, dead, 526 days	2164.4
TCGA-CV-6961-01A	0 years, male, white, stage:Stage II, dead, 76 days	2129.1
TCGA-CV-6935-01A	0 years, male, white, stage:Stage IVA, dead, 295 days	2120.3
TCGA-CV-6436-01A	0 years, male, white, stage:Stage IVA, alive, 1899 days	2117.3
TCGA-RS-A6TP-01A	0 years, male, white, stage:Stage II, alive, 516 days	2115.2
TCGA-UF-A71B-01A	0 years, male, white, stage:Stage IVA, alive, 1506 days	2004.5
TCGA-CV-A45Z-01A	0 years, male, white, stage:'--, dead, 1466 days	2004.4
TCGA-UF-A7JF-01A	0 years, male, white, stage:Stage IVA, alive, 1686 days	1992.6
TCGA-D6-A4ZB-01A	0 years, male, white, stage:Stage III, alive, 376 days	1992.1
TCGA-BA-5557-01A	0 years, female, stage:Stage III, alive, 623 days	1961.1
TCGA-CV-6948-01A	0 years, female, white, stage:Stage IVB, dead, 1289 days	1956.5
TCGA-CN-5363-01A	0 years, male, black or african american, stage:Stage IVB, dead, 253 days	1950.8
TCGA-IQ-A6SH-01A	0 years, male, black or african american, stage:Stage III, alive, 471 days	1933.6
TCGA-T2-A6WZ-01A	0 years, male, white, stage:'--, dead, 484 days	1915.1
TCGA-CV-A6JD-01A	0 years, female, white, stage:'--, dead, 182 days	1904.8
TCGA-MZ-A5BI-01A	0 years, male, white, stage:'--, dead, 217 days	1885.2
TCGA-BB-4228-01A	0 years, male, white, stage:Stage III, alive, 559 days	1863.5
TCGA-CV-7406-01A	0 years, male, white, stage:Stage II, dead, 1748 days	1847.7
TCGA-CQ-6228-01A	0 years, female, white, stage:Stage IVA, dead, 456 days	1840.4
TCGA-CV-7254-01A	0 years, male, white, stage:Stage II, dead, 1459 days	1839.4
TCGA-UF-A7JD-01A	0 years, male, stage:Stage IVA, dead, 739 days	1823.5
TCGA-BB-A6UO-01A	0 years, female, white, stage:Stage IVA, dead, 268 days	1816.9
TCGA-CN-A642-01A	0 years, male, white, stage:Stage IVB, dead, 82 days	1816.8
TCGA-CQ-5324-01A	0 years, male, white, stage:Stage III, alive, 1593 days	1815.6
TCGA-MZ-A7D7-01A	0 years, male, white, stage:Stage IVA, alive, 547 days	1797.8
TCGA-D6-A6EN-01A	0 years, male, white, stage:Stage III, alive, 687 days	1791.4
TCGA-CN-6992-01A	0 years, male, white, stage:Stage IVA, alive, 1066 days	1785.9
TCGA-QK-A6IJ-01A	0 years, male, white, stage:Stage III, alive, 387 days	1785.0
TCGA-CV-6937-01A	0 years, male, white, stage:Stage II, dead, 624 days	1777.8
TCGA-CV-6433-01A	0 years, male, white, stage:Stage II, alive, 641 days	1773.0
TCGA-CV-6945-01A	0 years, male, white, stage:Stage IVA, dead, 366 days	1754.1
TCGA-DQ-7588-01A	0 years, male, white, stage:'--, dead, 427 days	1750.6
TCGA-CN-A49C-01A	0 years, male, white, stage:'--, alive, 645 days	1731.1
TCGA-CV-7432-01A	0 years, male, white, stage:Stage II, dead, 2570 days	1726.2
TCGA-CV-7095-01A	0 years, female, stage:Stage II, dead, 572 days	1724.1
TCGA-BA-6871-01A	0 years, male, white, stage:'--, dead, 108 days	1721.4
TCGA-CV-A6JU-01A	0 years, female, white, stage:Stage IVB, alive, 110 days	1719.8
TCGA-CR-5247-01A	0 years, male, black or african american, stage:'--, alive, 358 days	1715.0
TCGA-CN-A498-01A	0 years, female, white, stage:Stage III, dead, 773 days	1711.2
TCGA-CQ-6225-01A	0 years, male, white, stage:Stage III, dead, 403 days	1710.7
TCGA-DQ-5629-01A	0 years, male, white, stage:'--, dead, 941 days	1710.6
TCGA-CN-A6V7-01A	0 years, male, white, stage:Stage IVA, alive, 594 days	1697.2
TCGA-CQ-5333-01A	0 years, male, white, stage:Stage II, dead, 341 days	1697.0
TCGA-CV-6940-01A	0 years, female, white, stage:Stage III, dead, 804 days	1688.9
TCGA-CN-6010-01A	0 years, male, white, stage:Stage IVA, alive, 1523 days	1682.4
TCGA-D6-A6EQ-01A	0 years, male, white, stage:Stage IVA, alive, 368 days	1673.0
TCGA-CQ-6221-01A	0 years, male, white, stage:'--, alive, 1000 days	1662.0
TCGA-CV-7414-01A	0 years, male, white, stage:Stage IVA, dead, 14 days	1647.1
TCGA-CV-7434-01A	0 years, male, white, stage:Stage IVA, dead, 218 days	1642.6
TCGA-CV-6960-01A	0 years, male, black or african american, stage:Stage III, dead, 862 days	1641.1
TCGA-UF-A71E-01A	0 years, male, white, stage:Stage IVA, dead, 1504 days	1632.2
TCGA-T2-A6X0-01A	0 years, male, white, stage:'--, alive, 216 days	1631.8
TCGA-CN-A63V-01A	0 years, male, white, stage:Stage IVA, alive, 679 days	1628.3
TCGA-CV-A6JN-01A	0 years, male, white, stage:'--, alive, 906 days	1619.5
TCGA-CV-5977-01A	0 years, male, white, stage:Stage IVA, alive, 1840 days	1617.9
TCGA-CV-7103-01A	0 years, male, white, stage:Stage IVA, dead, 1591 days	1592.6
TCGA-CR-7401-01A	0 years, male, white, stage:Stage I, alive, 1077 days	1587.5
TCGA-BB-A6UM-01A	0 years, male, white, stage:Stage III, alive, 393 days	1584.2
TCGA-CV-A45Q-01A	0 years, female, white, stage:'--, dead, 5152 days	1581.6
TCGA-BB-4227-01A	0 years, male, white, stage:Stage IVA, alive, 134 days	1579.4
TCGA-H7-8501-01A	0 years, male, white, stage:Stage IVA, alive, 461 days	1578.1
TCGA-BA-A6DE-01A	0 years, female, white, stage:Stage II, alive, 440 days	1573.6
TCGA-CV-7253-01A	0 years, male, black or african american, stage:Stage IVA, dead, 361 days	1566.4
TCGA-CV-6003-01A	0 years, female, white, stage:Stage III, alive, 1665 days	1563.3
TCGA-CR-6473-01A	0 years, male, white, stage:'--, alive, 1125 days	1559.0
TCGA-CV-7090-01A	0 years, male, white, stage:Stage II, alive, 5252 days	1554.7
TCGA-CN-A49B-01A	0 years, male, white, stage:Stage III, alive, 904 days	1548.6
TCGA-CQ-5326-01A	0 years, male, white, stage:Stage IVA, dead, 89 days	1547.6
TCGA-CV-7102-01A	0 years, female, white, stage:Stage IVA, dead, 56 days	1545.1
TCGA-P3-A6T5-01A	0 years, female, white, stage:Stage IVA, dead, 882 days	1542.6
TCGA-CQ-A4CG-01A	0 years, female, white, stage:Stage III, dead, 430 days	1542.1
TCGA-P3-A6SX-01A	0 years, male, white, stage:Stage III, dead, 1430 days	1540.9
TCGA-UF-A7JV-01A	0 years, female, white, stage:Stage IVA, dead, 90 days	1533.7
TCGA-BB-A5HU-01A	0 years, male, white, stage:Stage IVA, alive, 782 days	1529.9
TCGA-D6-A6EK-01A	0 years, male, white, stage:Stage III, alive, 875 days	1524.6
TCGA-CN-A6UY-01A	0 years, male, white, stage:Stage IVA, alive, 713 days	1524.2
TCGA-CV-7422-01A	0 years, female, white, stage:Stage IVA, dead, 1037 days	1516.4
TCGA-CV-6962-01A	0 years, male, white, stage:Stage IVA, dead, 126 days	1505.6
TCGA-CN-5361-01A	0 years, male, white, stage:Stage IVA, dead, 2120 days	1499.5
TCGA-BA-A4IG-01A	0 years, male, white, stage:'--, alive, 855 days	1496.7
TCGA-F7-8298-01A	0 years, male, white, stage:Stage I, alive, 995 days	1495.6
TCGA-CV-A461-01A	0 years, male, white, stage:'--, dead, 2064 days	1490.3
TCGA-CV-7428-01A	0 years, male, white, stage:Stage IVA, dead, 1671 days	1487.2
TCGA-CV-6950-01A	0 years, male, white, stage:Stage IVA, dead, 459 days	1486.3
TCGA-BA-5555-01A	0 years, male, black or african american, stage:Stage IVA, alive, 520 days	1486.1
TCGA-F7-A624-01A	0 years, male, white, stage:Stage II, alive, 378 days	1481.9
TCGA-CN-5374-01A	0 years, female, white, stage:Stage IVA, dead, 1732 days	1476.8
TCGA-TN-A7HI-01A	0 years, male, white, stage:Stage IVA, alive, 412 days	1473.9
TCGA-D6-6517-01A	0 years, male, white, stage:Stage III, alive, 292 days	1472.3
TCGA-CV-5441-01A	0 years, male, white, stage:Stage IVA, alive, 2886 days	1464.8
TCGA-QK-AA3K-01A	0 years, male, black or african american, stage:Stage IVA, alive, 253 days	1444.9
TCGA-CV-A6JT-01A	0 years, male, white, stage:Stage II, alive, 852 days	1433.6
TCGA-CV-7245-01A	0 years, male, white, stage:Stage IVA, alive, 797 days	1431.5
TCGA-HD-A6I0-01A	0 years, male, white, stage:Stage IVA, alive, 210 days	1427.2
TCGA-CR-7370-01A	0 years, female, white, stage:'--, alive, 105 days	1426.8
TCGA-CR-6474-01A	0 years, male, white, stage:Stage IVA, dead, 564 days	1423.0
TCGA-CV-7438-01A	0 years, female, white, stage:Stage I, dead, 194 days	1422.9
TCGA-UF-A718-01A	0 years, male, white, stage:Stage IVA, alive, 1971 days	1418.3
TCGA-BA-A4II-01A	0 years, male, white, stage:Stage II, alive, 918 days	1409.6
TCGA-CV-A6K1-01A	0 years, male, white, stage:Stage IVA, alive, 685 days	1406.3
TCGA-BA-4076-01A	0 years, male, white, stage:'--, dead, 415 days	1404.7
TCGA-HD-7753-01A	0 years, male, black or african american, stage:Stage I, alive, 866 days	1400.6
TCGA-CV-5976-01A	0 years, male, white, stage:Stage IVA, alive, 1478 days	1396.5
TCGA-T2-A6WX-01A	0 years, female, white, stage:'--, dead, 209 days	1396.0
TCGA-D6-A74Q-01A	0 years, male, white, stage:Stage IVA, alive, 710 days	1393.8
TCGA-UF-A7JT-01A	0 years, female, white, stage:Stage IVA, dead, 993 days	1392.7
TCGA-CV-5966-01A	0 years, female, white, stage:Stage IVA, dead, 545 days	1379.2
TCGA-HD-A634-01A	0 years, male, white, stage:Stage IVA, dead, 130 days	1378.9
TCGA-CN-6994-01A	0 years, male, white, stage:Stage IVA, alive, 1183 days	1377.1
TCGA-CV-A6JZ-01A	0 years, male, white, stage:Stage II, alive, 714 days	1374.1
TCGA-BA-A8YP-01A	0 years, male, black or african american, stage:Stage IVB, alive, 499 days	1364.4
TCGA-BA-6872-01A	0 years, male, white, stage:'--, dead, 384 days	1362.7
TCGA-CV-7252-01A	0 years, female, black or african american, stage:Stage IVA, dead, 151 days	1360.8
TCGA-CV-7261-01A	0 years, male, white, stage:Stage IVA, alive, 1512 days	1354.9
TCGA-HL-7533-01A	0 years, male, white, stage:'--, alive, 1057 days	1351.4
TCGA-BA-A4IF-01A	0 years, male, white, stage:'--, alive, 895 days	1344.4
TCGA-HD-7831-01A	0 years, male, white, stage:Stage IVA, alive, 667 days	1341.6
TCGA-UF-A7JS-01A	0 years, male, white, stage:Stage IVA, dead, 680 days	1339.3
TCGA-D6-A6EP-01A	0 years, male, white, stage:Stage III, alive, 424 days	1336.6
TCGA-CN-4723-01A	0 years, male, white, stage:Stage IVA, alive, 1699 days	1334.5
TCGA-IQ-A61O-01A	0 years, male, white, stage:Stage IVA, dead, 421 days	1332.3
TCGA-CN-6012-01A	0 years, male, white, stage:Stage IVA, alive, 1460 days	1331.1
TCGA-UF-A7JH-01A	0 years, male, black or african american, stage:Stage IVA, alive, 896 days	1324.2
TCGA-CV-5435-01A	0 years, male, white, stage:Stage IVA, dead, 2319 days	1321.7
TCGA-CN-6023-01A	0 years, male, white, stage:Stage IVA, alive, 1584 days	1307.0
TCGA-CV-7235-01A	0 years, male, white, stage:Stage II, alive, 2347 days	1305.3
TCGA-QK-A8Z7-01A	0 years, male, black or african american, stage:Stage IVA, alive, 392 days	1304.7
TCGA-CR-7371-01A	0 years, female, white, stage:Stage III, dead, 94 days	1299.4
TCGA-CR-7390-01A	0 years, male, white, stage:Stage IVA, alive, 1508 days	1287.8
TCGA-CV-7250-01A	0 years, male, white, stage:Stage IVA, dead, 2900 days	1283.8
TCGA-D6-A6EM-01A	0 years, female, white, stage:Stage III, alive, 232 days	1280.7
TCGA-4P-AA8J-01A	0 years, male, black or african american, stage:Stage IVA, alive, 102 days	1275.5
TCGA-BA-6869-01A	0 years, male, white, stage:Stage III, alive, 644 days	1272.7
TCGA-KU-A66S-01A	0 years, female, white, stage:Stage III, dead, 406 days	1270.6
TCGA-UF-A7JO-01A	0 years, female, white, stage:Stage IVA, dead, 631 days	1265.3
TCGA-BA-A6DD-01A	0 years, male, black or african american, stage:Stage IVA, dead, 173 days	1265.2
TCGA-CV-5440-01A	0 years, male, white, stage:Stage IVA, alive, 3270 days	1265.0
TCGA-T3-A92N-01A	0 years, male, black or african american, stage:Stage IVA, dead, 95 days	1263.3
TCGA-UF-A7JA-01A	0 years, female, white, stage:Stage IVA, alive, 2265 days	1252.7
TCGA-QK-A6IH-01A	0 years, female, white, stage:Stage IVB, alive, 653 days	1252.3
TCGA-CN-6989-01A	0 years, male, white, stage:Stage IVA, dead, 980 days	1250.0
TCGA-CN-6011-01A	0 years, male, white, stage:Stage IVA, alive, 933 days	1235.7
TCGA-CV-7429-01A	0 years, male, white, stage:Stage IVA, dead, 107 days	1234.8
TCGA-IQ-7631-01A	0 years, female, white, stage:Stage II, alive, 1172 days	1230.4
TCGA-CN-4731-01A	0 years, female, white, stage:Stage IVA, dead, 998 days	1228.0
TCGA-CV-A45Y-01A	0 years, male, american indian or alaska native, stage:Stage IVA, dead, 2703 days	1219.3
TCGA-HD-7832-01A	0 years, male, white, stage:Stage IVA, alive, 836 days	1210.5
TCGA-P3-A6SW-01A	0 years, male, white, stage:Stage IVB, alive, 1120 days	1209.7
TCGA-CN-5365-01A	0 years, male, white, stage:Stage IVB, dead, 351 days	1198.0
TCGA-P3-A6T3-01A	0 years, male, white, stage:Stage IVA, dead, 577 days	1192.5
TCGA-CQ-5329-01A	0 years, female, white, stage:Stage II, alive, 2143 days	1187.0
TCGA-CV-6936-01A	0 years, male, white, stage:Stage IVA, dead, 166 days	1184.1
TCGA-CV-5436-01A	0 years, male, stage:Stage IVA, dead, 584 days	1180.2
TCGA-HD-7229-01A	0 years, male, white, stage:Stage IVA, alive, 1027 days	1175.1
TCGA-CN-6016-01A	0 years, male, white, stage:Stage IVA, alive, 1443 days	1169.5
TCGA-CV-A45X-01A	0 years, male, white, stage:Stage IVA, dead, 198 days	1166.0
TCGA-D6-8569-01A	0 years, male, white, stage:Stage II, alive, 770 days	1153.1
TCGA-DQ-5624-01A	0 years, female, white, stage:'--, alive, 1778 days	1144.6
TCGA-CV-7100-01A	0 years, male, white, stage:Stage III, dead, 274 days	1144.1
TCGA-QK-A6V9-01A	0 years, male, white, stage:Stage II, alive, 833 days	1141.6
TCGA-D6-A6EO-01A	0 years, male, white, stage:Stage IVA, alive, 759 days	1139.0
TCGA-CQ-A4C9-01A	0 years, male, stage:Stage III, alive, 707 days	1138.4
TCGA-CV-6951-01A	0 years, male, white, stage:Stage IVA, dead, 915 days	1136.1
TCGA-CN-A63W-01A	0 years, female, white, stage:Stage IVA, dead, 377 days	1133.1
TCGA-CN-A497-01A	0 years, male, stage:Stage III, alive, 1065 days	1132.2
TCGA-CV-A45W-01A	0 years, male, white, stage:Stage II, dead, 1398 days	1126.4
TCGA-IQ-A6SG-01A	0 years, female, white, stage:Stage III, alive, 579 days	1124.8
TCGA-TN-A7HL-01A	0 years, male, white, stage:Stage IVA, alive, 619 days	1121.6
TCGA-CV-6933-01A	0 years, male, white, stage:Stage III, dead, 2741 days	1113.8
TCGA-CR-6470-01A	0 years, male, white, stage:Stage II, alive, 1521 days	1110.8
TCGA-P3-A6T6-01A	0 years, male, white, stage:Stage IVA, dead, 395 days	1104.8
TCGA-CV-6959-01A	0 years, male, white, stage:Stage III, dead, 256 days	1103.8
TCGA-F7-A61S-01A	0 years, male, white, stage:Stage III, alive, 576 days	1101.3
TCGA-CX-7082-01A	0 years, male, white, stage:Stage IVA, dead, 11 days	1100.6
TCGA-CR-7402-01A	0 years, male, white, stage:'--, alive, 911 days	1100.5
TCGA-BB-A5HY-01A	0 years, male, white, stage:Stage IVA, dead, 321 days	1098.4
TCGA-CV-7091-01A	0 years, male, white, stage:Stage I, alive, 3381 days	1095.4
TCGA-CN-5367-01A	0 years, female, white, stage:Stage IVA, dead, 352 days	1095.2
TCGA-QK-A6II-01A	0 years, male, white, stage:Stage IVA, dead, 284 days	1094.1
TCGA-QK-A8ZA-01A	0 years, male, black or african american, stage:'--, dead, 371 days	1076.9
TCGA-CV-7440-01A	0 years, male, white, stage:Stage II, dead, 675 days	1076.6
TCGA-CR-5249-01A	0 years, female, white, stage:Stage II, alive, 1152 days	1076.6
TCGA-CV-7097-01A	0 years, male, white, stage:Stage II, dead, 385 days	1074.1
TCGA-CV-7242-01A	0 years, female, white, stage:Stage II, alive, 1095 days	1068.7
TCGA-CN-5360-01A	0 years, male, white, stage:Stage IVA, alive, 2169 days	1063.7
TCGA-CN-4734-01A	0 years, male, white, stage:Stage II, alive, 1690 days	1061.8
TCGA-P3-A5QF-01A	0 years, male, white, stage:Stage IVA, dead, 330 days	1061.4
TCGA-CV-7433-01A	0 years, male, white, stage:Stage IVA, dead, 601 days	1061.0
TCGA-CR-7397-01A	0 years, male, white, stage:Stage IVA, alive, 754 days	1060.3
TCGA-CQ-6224-01A	0 years, male, white, stage:Stage IVA, alive, 1721 days	1055.9
TCGA-CR-6472-01A	0 years, male, white, stage:'--, alive, 1050 days	1050.7
TCGA-CR-6482-01A	0 years, male, black or african american, stage:'--, alive, 345 days	1044.0
TCGA-F7-A61V-01A	0 years, male, white, stage:Stage II, alive, 759 days	1033.6
TCGA-CN-6997-01A	0 years, male, white, stage:Stage IVA, dead, 988 days	1030.4
TCGA-HD-A4C1-01A	0 years, female, black or african american, stage:Stage IVA, alive, 11 days	1028.4
TCGA-D6-8568-01A	0 years, male, white, stage:Stage II, alive, 759 days	1021.5
TCGA-IQ-A61H-01A	0 years, male, white, stage:Stage II, alive, 1138 days	1019.9
TCGA-MT-A51X-01A	0 years, male, white, stage:Stage IVA, alive, 242 days	1019.0
TCGA-H7-8502-01A	0 years, male, white, stage:Stage IVA, alive, 458 days	1015.7
TCGA-CR-6491-01A	0 years, male, black or african american, stage:Stage IVA, alive, 693 days	1013.3
TCGA-P3-A5QA-01A	0 years, male, stage:Stage I, alive, 2182 days	1007.3
TCGA-D6-6823-01A	0 years, male, white, stage:Stage II, alive, 701 days	1006.3
TCGA-CV-7430-01A	0 years, male, white, stage:Stage IVA, dead, 495 days	1005.3
TCGA-CV-A45V-01A	0 years, female, white, stage:Stage IVA, dead, 32 days	998.7
TCGA-H7-A76A-01A	0 years, male, white, stage:'--, alive, 637 days	994.8
TCGA-HD-8224-01A	0 years, male, white, stage:Stage IVA, dead, 446 days	992.8
TCGA-CN-A6V3-01A	0 years, male, white, stage:Stage IVA, alive, 742 days	991.2
TCGA-DQ-7591-01A	0 years, male, white, stage:'--, alive, 622 days	989.4
TCGA-QK-A8Z8-01A	0 years, female, black or african american, stage:Stage IVC, dead, 171 days	988.6
TCGA-UF-A7JK-01A	0 years, male, stage:Stage IVA, dead, 424 days	988.4
TCGA-CV-7421-01A	0 years, male, white, stage:Stage IVA, dead, 2 days	983.1
TCGA-CQ-5323-01A	0 years, male, white, stage:Stage I, alive, 1466 days	980.4
TCGA-CV-7248-01A	0 years, female, black or african american, stage:Stage IVA, dead, 521 days	978.5
TCGA-CQ-5331-01A	0 years, female, white, stage:'--, alive, 1399 days	978.1
TCGA-HD-8634-01A	0 years, female, white, stage:Stage I, dead, 385 days	971.5
TCGA-BA-4078-01A	0 years, male, white, stage:'--, dead, 276 days	970.7
TCGA-CX-7219-01A	0 years, male, black or african american, stage:Stage IVA, alive, 1045 days	969.8
TCGA-P3-A6T0-01A	0 years, female, white, stage:Stage IVA, alive, 578 days	968.6
TCGA-CV-7178-01A	0 years, female, white, stage:Stage IVA, dead, 2166 days	966.3
TCGA-CV-7099-01A	0 years, female, white, stage:Stage II, dead, 243 days	963.9
TCGA-CV-7177-01A	0 years, female, white, stage:Stage II, dead, 663 days	963.7
TCGA-CN-A63T-01A	0 years, male, white, stage:Stage IVA, alive, 225 days	956.3
TCGA-P3-A6T7-01A	0 years, male, white, stage:Stage IVA, dead, 487 days	955.2
TCGA-CN-A63U-01A	0 years, male, white, stage:Stage IVA, alive, 964 days	954.4
TCGA-CV-7411-01A	0 years, female, white, stage:Stage IVA, dead, 2717 days	953.9
TCGA-CQ-7069-01A	0 years, female, white, stage:Stage II, alive, 1274 days	949.7
TCGA-CV-6941-01A	0 years, male, white, stage:Stage III, dead, 342 days	949.7
TCGA-CN-5356-01A	0 years, male, white, stage:Stage III, alive, 1409 days	949.2
TCGA-CV-7238-01A	0 years, female, white, stage:Stage II, alive, 2727 days	947.6
TCGA-CR-7379-01A	0 years, female, white, stage:Stage IVA, alive, 1036 days	944.2
TCGA-BB-A5HZ-01A	0 years, male, white, stage:Stage IVA, alive, 827 days	936.4
TCGA-CV-7101-01A	0 years, male, white, stage:Stage II, dead, 160 days	933.5
TCGA-D6-A4Z9-01A	0 years, male, white, stage:Stage IVA, alive, 539 days	930.1
TCGA-CR-6477-01A	0 years, female, white, stage:'--, alive, 514 days	927.3
TCGA-D6-6826-01A	0 years, female, white, stage:Stage IVA, dead, 348 days	923.9
TCGA-CV-A45U-01A	0 years, male, white, stage:Stage IVA, dead, 1079 days	919.6
TCGA-CQ-5327-01A	0 years, female, asian, stage:Stage IVA, alive, 1660 days	918.8
TCGA-CR-6481-01A	0 years, male, white, stage:'--, alive, 311 days	916.3
TCGA-CV-7415-01A	0 years, male, white, stage:Stage IVA, dead, 695 days	915.4
TCGA-CV-A45P-01A	0 years, female, white, stage:Stage I, alive, 639 days	910.9
TCGA-TN-A7HJ-01A	0 years, male, white, stage:Stage IVA, alive, 403 days	907.6
TCGA-T2-A6X2-01A	0 years, male, white, stage:Stage III, alive, 987 days	901.2
TCGA-HD-8314-01A	0 years, male, white, stage:Stage III, alive, 670 days	900.5
TCGA-F7-A61W-01A	0 years, male, asian, stage:Stage IVA, alive, 14 days	899.5
TCGA-CN-6988-01A	0 years, male, white, stage:Stage IVA, alive, 318 days	898.1
TCGA-P3-A6T2-01A	0 years, male, white, stage:Stage IVA, alive, 2298 days	896.3
TCGA-KU-A66T-01A	0 years, female, white, stage:Stage IVA, alive, 552 days	895.7
TCGA-MZ-A6I9-01A	0 years, male, white, stage:'--, dead, 489 days	895.2
TCGA-T3-A92M-01A	0 years, male, black or african american, stage:Stage IVA, alive, 417 days	891.9
TCGA-WA-A7GZ-01A	0 years, male, white, stage:'--, dead, 625 days	888.0
TCGA-BA-6870-01A	0 years, female, black or african american, stage:'--, dead, 451 days	884.6
TCGA-CV-7236-01A	0 years, female, white, stage:Stage IVA, dead, 144 days	883.2
TCGA-CV-A460-01A	0 years, male, white, stage:'--, dead, 1838 days	880.0
TCGA-CN-4738-01A	0 years, male, white, stage:Stage IVA, dead, 436 days	879.6
TCGA-CN-5366-01A	0 years, male, white, stage:Stage IVA, dead, 360 days	872.7
TCGA-CR-7388-01A	0 years, female, white, stage:'--, dead, 823 days	868.3
TCGA-MT-A51W-01A	0 years, female, white, stage:Stage I, alive, 437 days	867.7
TCGA-UF-A719-01A	0 years, male, stage:Stage II, alive, 1663 days	866.2
TCGA-CV-5439-01A	0 years, male, white, stage:Stage IVA, dead, 546 days	862.7
TCGA-CV-6943-01A	0 years, male, white, stage:Stage III, dead, 602 days	861.7
TCGA-CR-7372-01A	0 years, male, white, stage:Stage I, alive, 759 days	860.5
TCGA-CQ-5325-01A	0 years, male, white, stage:Stage I, dead, 654 days	858.3
TCGA-HD-8635-01A	0 years, female, white, stage:Stage III, alive, 695 days	854.5
TCGA-CV-7416-01A	0 years, female, white, stage:Stage IVA, dead, 763 days	853.4
TCGA-CQ-6220-01A	0 years, male, white, stage:Stage III, dead, 985 days	853.0
TCGA-CV-7089-01A	0 years, male, white, stage:Stage IVA, dead, 1972 days	851.7
TCGA-CV-6934-01A	0 years, female, white, stage:Stage IVA, dead, 65 days	847.8
TCGA-DQ-5625-01A	0 years, female, white, stage:'--, dead, 1133 days	841.6
TCGA-CR-6471-01A	0 years, male, white, stage:Stage IVA, dead, 1202 days	838.9
TCGA-CV-7435-01A	0 years, female, white, stage:Stage IVA, dead, 4680 days	837.4
TCGA-CN-4737-01A	0 years, male, white, stage:Stage IVA, alive, 625 days	836.4
TCGA-CV-7104-01A	0 years, female, white, stage:Stage IVA, dead, 393 days	832.9
TCGA-IQ-A61E-01A	0 years, female, white, stage:Stage III, alive, 1147 days	827.7
TCGA-CQ-5334-01A	0 years, male, white, stage:Stage IVA, dead, 129 days	825.2
TCGA-UF-A71D-01A	0 years, female, white, stage:Stage IVA, alive, 1461 days	824.4
TCGA-P3-A6T8-01A	0 years, male, white, stage:Stage IVA, alive, 400 days	823.5
TCGA-BA-A6DJ-01A	0 years, male, asian, stage:Stage IVA, dead, 407 days	821.1
TCGA-CR-7377-01A	0 years, male, white, stage:Stage IVA, dead, 279 days	818.9
TCGA-CX-7086-01A	0 years, male, black or african american, stage:Stage III, alive, 573 days	817.5
TCGA-CN-6996-01A	0 years, female, white, stage:Stage IVA, dead, 530 days	816.9
TCGA-BA-5559-01A	0 years, male, white, stage:'--, dead, 2083 days	813.1
TCGA-CV-A464-01A	0 years, male, white, stage:Stage III, alive, 1722 days	811.6
TCGA-CV-5431-01A	0 years, male, white, stage:Stage IVA, dead, 522 days	811.3
TCGA-F7-8489-01A	0 years, male, white, stage:Stage II, alive, 658 days	810.0
TCGA-CQ-7068-01A	0 years, female, white, stage:Stage II, alive, 1309 days	808.8
TCGA-CV-6955-01A	0 years, female, white, stage:Stage II, dead, 334 days	808.2
TCGA-D6-6515-01A	0 years, female, white, stage:Stage II, dead, 403 days	807.1
TCGA-CQ-7072-01A	0 years, male, white, stage:Stage II, alive, 2359 days	807.0
TCGA-CR-7404-01A	0 years, male, white, stage:'--, alive, 1472 days	806.7
TCGA-CV-7423-01A	0 years, male, white, stage:Stage II, dead, 3059 days	804.8
TCGA-BB-4223-01A	0 years, male, white, stage:Stage IVA, alive, 3221 days	804.7
TCGA-CN-A641-01A	0 years, male, white, stage:Stage IVA, alive, 367 days	803.6
TCGA-CR-5248-01A	0 years, male, white, stage:'--, alive, 1663 days	801.4
TCGA-IQ-A61G-01A	0 years, male, white, stage:Stage IVA, alive, 360 days	800.9
TCGA-QK-A6VC-01A	0 years, female, black or african american, stage:Stage IVA, alive, 600 days	799.8
TCGA-DQ-7592-01A	0 years, male, american indian or alaska native, stage:'--, alive, 1143 days	797.4
TCGA-RS-A6TO-01A	0 years, female, white, stage:Stage IVA, dead, 387 days	797.1
TCGA-CV-6954-01A	0 years, male, black or african american, stage:Stage IVA, dead, 2002 days	795.6
TCGA-HD-A633-01A	0 years, male, white, stage:Stage IVA, alive, 421 days	793.8
TCGA-CR-7399-01A	0 years, female, white, stage:Stage IVA, alive, 181 days	792.9
TCGA-CN-4722-01A	0 years, female, white, stage:Stage II, alive, 1483 days	791.2
TCGA-UF-A7JC-01A	0 years, male, white, stage:Stage IVA, dead, 546 days	788.3
TCGA-CV-5970-01A	0 years, male, white, stage:Stage IVA, dead, 406 days	787.4
TCGA-CV-A468-01A	0 years, male, stage:Stage IVA, dead, 464 days	784.8
TCGA-D6-A6ES-01A	0 years, male, white, stage:Stage IVA, alive, 389 days	783.0
TCGA-CR-6492-01A	0 years, male, white, stage:Stage III, alive, 479 days	778.8
TCGA-CR-7386-01A	0 years, male, white, stage:Stage IVA, alive, 1430 days	775.5
TCGA-BA-5152-01A	0 years, male, white, stage:Stage IVA, alive, 1288 days	772.5
TCGA-CV-6953-01A	0 years, female, white, stage:Stage III, dead, 1641 days	772.5
TCGA-CV-6952-01A	0 years, female, white, stage:Stage IVA, dead, 185 days	772.3
TCGA-CN-5364-01A	0 years, male, white, stage:Stage IVA, dead, 493 days	771.4
TCGA-CV-A463-01A	0 years, female, white, stage:Stage IVA, dead, 23 days	768.3
TCGA-CR-7395-01A	0 years, female, white, stage:Stage II, alive, 930 days	767.8
TCGA-BA-5556-01A	0 years, female, white, stage:Stage II, alive, 725 days	766.3
TCGA-CR-7389-01A	0 years, male, black or african american, stage:'--, alive, 392 days	763.3
TCGA-BB-4225-01A	0 years, male, white, stage:'--, alive, 146 days	762.2
TCGA-QK-A6IG-01A	0 years, male, white, stage:Stage III, dead, 222 days	760.6
TCGA-CN-5369-01A	0 years, female, white, stage:Stage IVA, dead, 1 days	757.1
TCGA-CQ-6227-01A	0 years, male, white, stage:Stage IVA, dead, 129 days	756.8
TCGA-BA-4075-01A	0 years, male, black or african american, stage:Stage III, dead, 283 days	755.9
TCGA-F7-A623-01A	0 years, male, white, stage:Stage IVA, alive, 616 days	753.9
TCGA-CR-6467-01A	0 years, male, white, stage:Stage III, alive, 1777 days	752.0
TCGA-CN-4742-01A	0 years, female, white, stage:Stage IVA, dead, 397 days	747.4
TCGA-CN-6013-01A	0 years, male, white, stage:Stage IVA, dead, 727 days	743.1
TCGA-CQ-A4C7-01A	0 years, male, white, stage:Stage III, dead, 353 days	741.4
TCGA-CV-5430-01A	0 years, male, white, stage:Stage IVA, alive, 4241 days	737.5
TCGA-CN-4728-01A	0 years, male, white, stage:Stage IVA, alive, 1724 days	737.0
TCGA-CR-7369-01A	0 years, male, white, stage:Stage IVA, dead, 1090 days	734.0
TCGA-F7-A622-01A	0 years, male, white, stage:Stage III, dead, 359 days	733.4
TCGA-CR-7365-01A	0 years, male, white, stage:Stage IVA, alive, 1191 days	731.8
TCGA-CR-6480-01A	0 years, male, white, stage:'--, alive, 362 days	729.8
TCGA-HD-A6HZ-01A	0 years, female, white, stage:Stage III, alive, 111 days	727.1
TCGA-F7-A50J-01A	0 years, female, white, stage:Stage III, alive, 947 days	726.0
TCGA-CV-7180-01A	0 years, male, white, stage:Stage II, dead, 327 days	725.3
TCGA-CN-6020-01A	0 years, male, black or african american, stage:Stage III, dead, 205 days	724.5
TCGA-CN-4740-01A	0 years, female, white, stage:Stage IVA, dead, 839 days	719.7
TCGA-BA-A6DI-01A	0 years, male, black or african american, stage:'--, dead, 336 days	716.7
TCGA-QK-A64Z-01A	0 years, female, white, stage:Stage IVA, dead, 641 days	715.1
TCGA-P3-A6T4-01A	0 years, male, white, stage:Stage IVA, dead, 62 days	711.2
TCGA-CN-4727-01A	0 years, male, white, stage:Stage IVA, alive, 1560 days	709.7
TCGA-CN-4726-01A	0 years, male, white, stage:Stage IVA, dead, 142 days	707.5
TCGA-CR-6478-01A	0 years, female, white, stage:'--, dead, 183 days	707.0
TCGA-CV-6441-01A	0 years, male, white, stage:Stage III, dead, 292 days	702.6
TCGA-F7-A50I-01A	0 years, male, white, stage:Stage IVA, alive, 92 days	702.5
TCGA-C9-A47Z-01A	0 years, female, asian, stage:Stage III, dead, 191 days	700.3
TCGA-D6-6827-01A	0 years, female, white, stage:Stage I, alive, 568 days	698.7
TCGA-CR-5243-01A	0 years, male, white, stage:'--, alive, 2562 days	694.5
TCGA-MT-A67A-01A	0 years, female, white, stage:Stage I, alive, 914 days	693.8
TCGA-F7-7848-01A	0 years, male, white, stage:Stage IVA, alive, 1131 days	692.9
TCGA-CN-A6V6-01A	0 years, male, white, stage:Stage IVA, alive, 635 days	689.3
TCGA-CQ-5330-01A	0 years, female, white, stage:Stage IVA, alive, 1897 days	689.2
TCGA-CV-5442-01A	0 years, female, white, stage:Stage IVA, alive, 2327 days	688.6
TCGA-HD-7754-01A	0 years, male, white, stage:Stage IVA, alive, 783 days	688.6
TCGA-CV-7413-01A	0 years, female, white, stage:Stage II, dead, 294 days	688.1
TCGA-CQ-6218-01A	0 years, female, white, stage:Stage IVA, alive, 1253 days	686.8
TCGA-CN-A499-01A	0 years, female, white, stage:Stage II, alive, 717 days	686.5
TCGA-CV-7247-01A	0 years, male, white, stage:Stage III, dead, 577 days	683.5
TCGA-QK-A6VB-01A	0 years, male, white, stage:Stage IVA, alive, 641 days	681.8
TCGA-CV-6938-01A	0 years, male, white, stage:Stage II, dead, 144 days	679.0
TCGA-BA-A6DG-01A	0 years, male, white, stage:'--, dead, 69 days	671.5
TCGA-CQ-A4CH-01A	0 years, male, asian, stage:Stage II, dead, 379 days	671.4
TCGA-CV-7410-01A	0 years, male, white, stage:Stage III, dead, 6417 days	668.1
TCGA-CV-A6K2-01A	0 years, male, white, stage:Stage IVA, dead, 317 days	667.7
TCGA-CR-7380-01A	0 years, male, white, stage:Stage IVB, dead, 606 days	667.4
TCGA-CN-4735-01A	0 years, male, white, stage:Stage IVA, alive, 1737 days	663.6
TCGA-CQ-A4CB-01A	0 years, male, stage:Stage III, alive, 893 days	662.8
TCGA-D6-6516-01A	0 years, male, white, stage:Stage I, alive, 773 days	661.5
TCGA-QK-A8ZB-01A	0 years, male, black or african american, stage:Stage IVA, alive, 542 days	659.9
TCGA-BB-4217-01A	0 years, male, black or african american, stage:Stage IVA, alive, 187 days	658.8
TCGA-CV-7263-01A	0 years, male, black or african american, stage:Stage II, dead, 560 days	657.9
TCGA-IQ-A61I-01A	0 years, male, black or african american, stage:Stage IVA, dead, 2 days	657.6
TCGA-CR-7385-01A	0 years, male, white, stage:'--, alive, 997 days	657.5
TCGA-F7-A620-01A	0 years, male, white, stage:Stage III, alive, 543 days	656.0
TCGA-CR-6487-01A	0 years, male, white, stage:Stage I, alive, 234 days	651.9
TCGA-CQ-7063-01A	0 years, female, white, stage:Stage I, alive, 2133 days	651.7
TCGA-CR-7382-01A	0 years, male, white, stage:Stage IVA, alive, 796 days	651.4
TCGA-CV-6939-01A	0 years, male, white, stage:Stage IVA, dead, 666 days	649.0
TCGA-CN-5359-01A	0 years, male, white, stage:Stage IVA, dead, 377 days	645.7
TCGA-CN-5373-01A	0 years, female, white, stage:Stage I, alive, 1584 days	645.1
TCGA-CV-A45R-01A	0 years, male, white, stage:Stage III, alive, 5480 days	643.2
TCGA-CN-5355-01A	0 years, male, black or african american, stage:Stage IVA, alive, 1278 days	641.1
TCGA-CR-6484-01A	0 years, female, asian, stage:Stage IVA, alive, 354 days	633.4
TCGA-CN-4741-01A	0 years, male, white, stage:Stage IVA, alive, 2239 days	617.2
TCGA-C9-A480-01A	0 years, female, asian, stage:Stage III, alive, 386 days	616.7
TCGA-CN-4736-01A	0 years, female, white, stage:'--, dead, 395 days	604.0
TCGA-CR-7367-01A	0 years, male, white, stage:Stage IVA, alive, 1440 days	602.1
TCGA-QK-AA3J-01A	0 years, male, black or african american, stage:Stage I, alive, 466 days	599.8
TCGA-CV-7427-01A	0 years, female, white, stage:Stage II, dead, 4760 days	599.4
TCGA-IQ-7630-01A	0 years, male, white, stage:Stage II, alive, 485 days	594.8
TCGA-CQ-6219-01A	0 years, female, white, stage:Stage IVA, dead, 479 days	592.8
TCGA-CV-5443-01A	0 years, male, black or african american, stage:Stage III, alive, 2784 days	590.7
TCGA-D6-6824-01A	0 years, male, white, stage:Stage IVA, alive, 77 days	586.9
TCGA-CQ-6222-01A	0 years, male, white, stage:Stage IVA, alive, 2016 days	580.0
TCGA-CV-7568-01A	0 years, female, white, stage:Stage IVA, dead, 927 days	575.2
TCGA-CR-5250-01A	0 years, male, white, stage:'--, alive, 799 days	575.2
TCGA-CR-7398-01A	0 years, female, white, stage:Stage II, alive, 156 days	568.6
TCGA-MT-A67D-01A	0 years, male, white, stage:Stage II, alive, 56 days	567.2
TCGA-CV-7183-01A	0 years, male, white, stage:Stage II, alive, 3981 days	566.4
TCGA-CN-4730-01A	0 years, male, white, stage:Stage IVA, alive, 817 days	563.4
TCGA-CN-6021-01A	0 years, female, white, stage:'--, dead, 276 days	562.9
TCGA-H7-7774-01A	0 years, female, white, stage:Stage IVA, alive, 407 days	562.4
TCGA-CV-A465-01A	0 years, male, white, stage:Stage III, dead, 215 days	559.2
TCGA-CN-6018-01A	0 years, female, white, stage:Stage IVA, dead, 580 days	558.1
TCGA-UF-A7JJ-01A	0 years, male, stage:Stage IVA, alive, 549 days	556.2
TCGA-BA-A4IH-01A	0 years, male, white, stage:'--, alive, 622 days	555.5
TCGA-P3-A5QE-01A	0 years, male, white, stage:Stage III, alive, 1559 days	554.5
TCGA-CN-4729-01A	0 years, male, white, stage:Stage III, alive, 392 days	554.0
TCGA-CN-6998-01A	0 years, male, white, stage:Stage IVA, dead, 357 days	552.1
TCGA-CN-6019-01A	0 years, male, white, stage:Stage IVA, alive, 1038 days	540.6
TCGA-CQ-A4CE-01A	0 years, female, stage:Stage II, alive, 897 days	539.7
TCGA-WA-A7H4-01A	0 years, male, white, stage:Stage II, alive, 443 days	538.4
TCGA-CR-7368-01A	0 years, male, white, stage:Stage IVA, alive, 1245 days	538.1
TCGA-IQ-7632-01A	0 years, female, white, stage:Stage IVA, alive, 441 days	533.3
TCGA-D6-6825-01A	0 years, male, white, stage:Stage I, alive, 491 days	532.9
TCGA-CR-7391-01A	0 years, female, white, stage:Stage I, alive, 913 days	532.2
TCGA-BA-5153-01A	0 years, male, white, stage:'--, dead, 1762 days	528.9
TCGA-CN-4739-01A	0 years, male, white, stage:Stage IVA, dead, 1394 days	523.3
TCGA-CQ-7071-01A	0 years, female, white, stage:Stage III, alive, 1311 days	523.3
TCGA-CQ-A4C6-01A	0 years, male, asian, stage:Stage II, alive, 1353 days	523.1
TCGA-BB-4224-01A	0 years, male, white, stage:Stage IVA, alive, 278 days	519.8
TCGA-KU-A6H8-01A	0 years, male, white, stage:Stage IVA, dead, 327 days	514.9
TCGA-CN-5370-01A	0 years, male, white, stage:Stage III, dead, 259 days	512.0
TCGA-CV-6942-01A	0 years, female, white, stage:Stage II, alive, 4282 days	511.2
TCGA-CN-4733-01A	0 years, male, white, stage:Stage III, alive, 1586 days	505.8
TCGA-CN-4725-01A	0 years, male, white, stage:Stage II, alive, 1157 days	505.1
TCGA-CV-7425-01A	0 years, female, white, stage:Stage III, dead, 1718 days	501.7
TCGA-BA-A6DL-01A	0 years, male, white, stage:'--, alive, 623 days	501.4
TCGA-CN-6995-01A	0 years, male, white, stage:Stage IVA, dead, 112 days	498.0
TCGA-CQ-6223-01A	0 years, male, white, stage:Stage II, alive, 1428 days	495.3
TCGA-CV-7255-01A	0 years, female, white, stage:Stage IVA, dead, 64 days	491.1
TCGA-P3-A5Q5-01A	0 years, male, white, stage:Stage IVA, alive, 910 days	489.2
TCGA-CR-7392-01A	0 years, female, white, stage:Stage IVA, alive, 1425 days	488.4
TCGA-BB-8596-01A	0 years, female, white, stage:Stage IVA, alive, 2161 days	484.0
TCGA-CX-7085-01A	0 years, female, white, stage:Stage I, alive, 321 days	481.4
TCGA-CV-A45T-01A	0 years, female, white, stage:'--, dead, 4856 days	480.9
TCGA-CV-5444-01A	0 years, male, black or african american, stage:Stage IVA, alive, 2437 days	480.5
TCGA-DQ-5630-01A	0 years, male, white, stage:'--, alive, 1030 days	479.1
TCGA-QK-A652-01A	0 years, male, white, stage:Stage III, alive, 645 days	476.6
TCGA-CR-7393-01A	0 years, male, white, stage:Stage III, alive, 993 days	473.3
TCGA-BA-A6DB-01A	0 years, female, white, stage:Stage I, alive, 216 days	467.0
TCGA-IQ-A61J-01A	0 years, male, white, stage:Stage IVA, alive, 1021 days	448.9
TCGA-CR-6488-01A	0 years, female, white, stage:Stage II, alive, 379 days	444.1
TCGA-CV-7446-01A	0 years, male, white, stage:Stage IVA, dead, 1093 days	440.2
TCGA-BA-5558-01A	0 years, male, white, stage:'--, alive, 1995 days	435.0
TCGA-CV-5971-01A	0 years, male, white, stage:Stage IVA, alive, 701 days	429.1
TCGA-BA-5151-01A	0 years, male, white, stage:Stage IVA, alive, 722 days	409.8
TCGA-QK-A6IF-01A	0 years, male, white, stage:'--, alive, 704 days	404.4
TCGA-CV-A6JY-01A	0 years, male, white, stage:Stage IVA, alive, 646 days	386.2
TCGA-CQ-7065-01A	0 years, male, asian, stage:Stage II, alive, 1628 days	384.0
TCGA-DQ-5631-01A	0 years, male, white, stage:'--, dead, 548 days	370.2
TCGA-CR-7374-01A	0 years, female, white, stage:'--, alive, 30 days	364.2
TCGA-H7-A6C4-01A	0 years, female, white, stage:Stage IVA, dead, 414 days	361.7
TCGA-CQ-6229-01A	0 years, male, white, stage:Stage II, alive, 1179 days	356.1
TCGA-CR-7376-01A	0 years, male, white, stage:Stage III, alive, 972 days	339.5
TCGA-MT-A67F-01A	0 years, female, white, stage:Stage IVA, alive, 384 days	333.3
TCGA-CV-5978-01A	0 years, female, black or african american, stage:Stage IVB, dead, 215 days	331.8
TCGA-F7-A50G-01A	0 years, male, white, stage:Stage III, alive, 616 days	323.3
TCGA-CN-6017-01A	0 years, male, white, stage:Stage IVA, dead, 853 days	305.7
TCGA-CR-7373-01A	0 years, male, white, stage:Stage IVA, alive, 889 days	293.6
TCGA-CN-5358-01A	0 years, male, white, stage:Stage II, dead, 261 days	262.4
TCGA-CR-7394-01A	0 years, male, white, stage:Stage IVA, alive, 1346 days	254.9
TCGA-CV-A45O-01A	0 years, male, white, stage:'--, alive, 851 days	210.3
TCGA-CR-7364-01A	0 years, male, white, stage:Stage III, alive, 1435 days	146.9
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HEAD AND NECK SQUAMOUS CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

183

Samples

Sample ID	Sample type	nRPX
CPT0235460003	Tumor	1.1
CPT0246620003	Tumor	1.0
CPT0084630009	Tumor	0.8
CPT0195680003	Tumor	0.7
CPT0245500003	Tumor	0.6
CPT0190850003	Tumor	0.5
CPT0013030003	Normal	0.5
CPT0245680003	Tumor	0.5
CPT0201830004	Tumor	0.4
CPT0163480003	Tumor	0.4
CPT0008930003	Tumor	0.4
CPT0237620004	Tumor	0.4
CPT0163160003	Tumor	0.3
CPT0008630003	Tumor	0.3
CPT0087820003	Tumor	0.3
CPT0245130003	Tumor	0.3
CPT0246540003	Tumor	0.3
CPT0237480004	Tumor	0.3
CPT0163720003	Normal	0.2
CPT0196210003	Tumor	0.2
CPT0163740003	Tumor	0.2
CPT0123280003	Normal	0.2
CPT0245730003	Tumor	0.2
CPT0177010003	Tumor	0.2
CPT0245140003	Normal	0.2
CPT0237130004	Tumor	0.2
CPT0163840003	Tumor	0.2
CPT0162940003	Tumor	0.2
CPT0123180003	Tumor	0.2
CPT0245010003	Tumor	0.2
CPT0226340003	Tumor	0.2
C3N-02693-06	Normal	0.2
CPT0226250004	Tumor	0.2
CPT0088060004	Tumor	0.1
CPT0194960003	Tumor	0.1
CPT0195700003	Normal	0.1
CPT0195880003	Normal	0.1
CPT0245230004	Tumor	0.1
CPT0236850004	Tumor	0.1
CPT0199710003	Normal	0.1
CPT0163240003	Tumor	0.1
CPT0163600003	Tumor	0.1
CPT0226270003	Normal	0.1
CPT0245180003	Tumor	0.1
CPT0008960003	Normal	0.1
CPT0222360003	Tumor	0.1
CPT0237150003	Normal	0.1
CPT0248520003	Tumor	0.1
CPT0220620003	Normal	0.1
CPT0127050003	Tumor	0.1
CPT0024810003	Tumor	0.1
CPT0094350004	Tumor	0.1
CPT0163410003	Tumor	0.1
CPT0163090003	Tumor	0.1
CPT0190860003	Normal	0.1
CPT0013210004	Tumor	0.0
CPT0248330003	Tumor	0.0
CPT0094560004	Tumor	0.0
CPT0226390003	Tumor	0.0
CPT0241980004	Tumor	0.0
CPT0013130003	Tumor	0.0
CPT0011320003	Normal	0.0
CPT0245190003	Normal	0.0
CPT0013000004	Tumor	0.0
CPT0194420003	Tumor	0.0
CPT0236870003	Normal	0.0
CPT0245450003	Tumor	0.0
CPT0245630003	Tumor	0.0
CPT0199820003	Tumor	0.0
CPT0195860003	Tumor	0.0
CPT0245600003	Tumor	0.0
CPT0199700003	Tumor	0.0
CPT0177390003	Tumor	0.0
CPT0163170003	Normal	0.0
CPT0226350003	Normal	0.0
CPT0013460003	Normal	0.0
CPT0245060004	Tumor	-0.1
CPT0245550003	Tumor	-0.1
C3N-01859-04	Normal	-0.1
CPT0087990003	Tumor	-0.1
CPT0088010003	Normal	-0.1
CPT0194250003	Tumor	-0.1
CPT0246670003	Tumor	-0.1
CPT0226130003	Tumor	-0.1
CPT0088080003	Normal	-0.1
CPT0196060003	Normal	-0.1
CPT0256560003	Tumor	-0.1
CPT0163790003	Tumor	-0.1
CPT0177220003	Normal	-0.1
CPT0123190003	Normal	-0.1
CPT0095040003	Tumor	-0.1
CPT0013430003	Tumor	-0.1
CPT0199830003	Normal	-0.1
CPT0194800003	Normal	-0.1
C3N-04279-05	Normal	-0.1
CPT0169640003	Tumor	-0.1
CPT0199880003	Tumor	-0.1
CPT0261520003	Tumor	-0.1
CPT0236620003	Tumor	-0.1
C3N-04276-06	Normal	-0.2
CPT0248350003	Normal	-0.2
CPT0177200003	Tumor	-0.2
CPT0094420004	Tumor	-0.2
CPT0250310003	Tumor	-0.2
CPT0094280004	Tumor	-0.2
CPT0223460003	Normal	-0.2
CPT0207870004	Tumor	-0.2
CPT0088430003	Normal	-0.2
CPT0237500003	Normal	-0.2
CPT0226400003	Normal	-0.2
CPT0176770003	Tumor	-0.2
CPT0094490004	Tumor	-0.2
CPT0169920003	Normal	-0.2
CPT0237640003	Normal	-0.2
CPT0201860004	Normal	-0.2
CPT0243090003	Tumor	-0.2
CPT0011130005	Tumor	-0.2
CPT0011290003	Tumor	-0.2
CPT0163340003	Tumor	-0.2
CPT0184530003	Tumor	-0.2
CPT0094580003	Normal	-0.2
CPT0088410003	Tumor	-0.2
CPT0163490003	Normal	-0.2
CPT0236640003	Normal	-0.2
CPT0163530003	Tumor	-0.2
CPT0245400003	Tumor	-0.2
CPT0163020003	Normal	-0.2
CPT0163910003	Tumor	-0.2
CPT0194790003	Tumor	-0.3
CPT0169730003	Tumor	-0.3
CPT0242000004	Normal	-0.3
CPT0123260003	Tumor	-0.3
CPT0163860003	Normal	-0.3
CPT0235470002	Normal	-0.3
CPT0245300003	Tumor	-0.3
CPT0243140004	Normal	-0.3
CPT0226030003	Tumor	-0.3
CPT0013250003	Normal	-0.3
CPT0162890003	Tumor	-0.3
CPT0245020003	Normal	-0.3
CPT0245410003	Normal	-0.3
CPT0163610003	Normal	-0.3
CPT0244940004	Tumor	-0.3
CPT0008520008	Tumor	-0.3
CPT0245560003	Normal	-0.3
CPT0235920003	Normal	-0.3
C3N-01758-04	Normal	-0.3
CPT0162990004	Tumor	-0.3
CPT0223450003	Tumor	-0.3
C3N-00295-05	Normal	-0.3
CPT0177710003	Tumor	-0.4
CPT0163650003	Tumor	-0.4
CPT0245460003	Normal	-0.4
CPT0199890003	Normal	-0.4
CPT0226090003	Normal	-0.4
CPT0084650004	Normal	-0.4
CPT0246590003	Tumor	-0.4
CPT0163800003	Normal	-0.4
CPT0220610003	Tumor	-0.4
CPT0169890003	Tumor	-0.4
CPT0163430003	Normal	-0.4
C3N-01620-05	Normal	-0.4
CPT0222200003	Normal	-0.5
CPT0194260003	Normal	-0.5
CPT0196040003	Tumor	-0.5
CPT0245350003	Tumor	-0.5
C3N-00857-05	Normal	-0.5
CPT0226440003	Tumor	-0.5
CPT0226450003	Normal	-0.5
CPT0281470002	Normal	-0.5
CPT0223970003	Tumor	-0.6
C3N-04275-05	Normal	-0.6
CPT0244890004	Tumor	-0.6
CPT0278700002	Normal	-0.6
CPT0235910003	Tumor	-0.6
CPT0169740004	Normal	-0.6
CPT0229220002	Normal	-0.6
CPT0222180003	Tumor	-0.7
CPT0163250003	Normal	-0.8
CPT0229230003	Normal	N/A
CPT0169750003	Normal	N/A
CPT0229210003	Tumor	N/A
CPT0229190003	Tumor	N/A
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HEAD AND NECK CANCER - Protein expressionⁱ A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here. Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.

Antibody stainingⁱ Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells. Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.	Antibody HPA003868	Antibody CAB005284
Staining
High
Medium
Low
Not detected
Intensity
Strong
Moderate
Weak
Negative
Quantity
>75%
75%-25%
<25%
None
Location
Nuclear
Cytoplasmic/membranous
Cytoplasmic/membranous,nuclear
None
Squamous cell carcinoma, NOS
Neoplasm, malignant, NOS
Adenocarcinoma, NOS
Carcinoma, NOS