Expression of RPS15 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

RPS15 is not prognostic in Head and Neck Squamous Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 952.99

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

1414.4

Number of samples

492

Samples

Sample	Description	TPM
TCGA-CV-A6JM-01A	0 years, male, white, stage:'--, dead, 194 days	4097.3
TCGA-BB-8601-01A	0 years, male, black or african american, stage:Stage III, alive, 624 days	4094.2
TCGA-TN-A7HI-01A	0 years, male, white, stage:Stage IVA, alive, 412 days	4000.3
TCGA-CV-A45Q-01A	0 years, female, white, stage:'--, dead, 5152 days	3930.0
TCGA-BA-A6D8-01A	0 years, male, black or african american, stage:Stage IVA, alive, 850 days	3863.5
TCGA-CQ-A4CI-01A	0 years, male, white, stage:Stage III, alive, 950 days	3827.6
TCGA-D6-A6EN-01A	0 years, male, white, stage:Stage III, alive, 687 days	3766.8
TCGA-D6-A6EP-01A	0 years, male, white, stage:Stage III, alive, 424 days	3699.6
TCGA-BB-4223-01A	0 years, male, white, stage:Stage IVA, alive, 3221 days	3507.4
TCGA-CV-6948-01A	0 years, female, white, stage:Stage IVB, dead, 1289 days	3371.8
TCGA-T2-A6WZ-01A	0 years, male, white, stage:'--, dead, 484 days	3339.7
TCGA-CV-A6JE-01A	0 years, male, white, stage:'--, alive, 1075 days	3286.6
TCGA-CV-6436-01A	0 years, male, white, stage:Stage IVA, alive, 1899 days	3271.8
TCGA-TN-A7HL-01A	0 years, male, white, stage:Stage IVA, alive, 619 days	3260.7
TCGA-CN-A63V-01A	0 years, male, white, stage:Stage IVA, alive, 679 days	3218.4
TCGA-CV-6441-01A	0 years, male, white, stage:Stage III, dead, 292 days	3170.0
TCGA-CV-A6JU-01A	0 years, female, white, stage:Stage IVB, alive, 110 days	3089.3
TCGA-MT-A7BN-01A	0 years, male, white, stage:Stage IVA, alive, 469 days	3058.1
TCGA-CV-7235-01A	0 years, male, white, stage:Stage II, alive, 2347 days	3038.8
TCGA-HD-A634-01A	0 years, male, white, stage:Stage IVA, dead, 130 days	2987.6
TCGA-HD-A6I0-01A	0 years, male, white, stage:Stage IVA, alive, 210 days	2970.1
TCGA-CV-A6JD-01A	0 years, female, white, stage:'--, dead, 182 days	2967.1
TCGA-CV-A6K1-01A	0 years, male, white, stage:Stage IVA, alive, 685 days	2847.4
TCGA-P3-A6T6-01A	0 years, male, white, stage:Stage IVA, dead, 395 days	2779.7
TCGA-CN-A6V7-01A	0 years, male, white, stage:Stage IVA, alive, 594 days	2742.8
TCGA-D6-A6EK-01A	0 years, male, white, stage:Stage III, alive, 875 days	2644.5
TCGA-P3-A5Q6-01A	0 years, male, white, stage:Stage IVA, dead, 480 days	2621.6
TCGA-CX-A4AQ-01A	0 years, male, white, stage:Stage IVA, alive, 1555 days	2585.3
TCGA-D6-6827-01A	0 years, female, white, stage:Stage I, alive, 568 days	2567.1
TCGA-CQ-5332-01A	0 years, male, white, stage:Stage III, dead, 317 days	2483.7
TCGA-QK-A8ZA-01A	0 years, male, black or african american, stage:'--, dead, 371 days	2459.2
TCGA-BB-4228-01A	0 years, male, white, stage:Stage III, alive, 559 days	2445.0
TCGA-CV-6935-01A	0 years, male, white, stage:Stage IVA, dead, 295 days	2436.9
TCGA-F7-A61V-01A	0 years, male, white, stage:Stage II, alive, 759 days	2433.0
TCGA-CR-7383-01A	0 years, female, white, stage:Stage I, dead, 521 days	2432.4
TCGA-UF-A7JS-01A	0 years, male, white, stage:Stage IVA, dead, 680 days	2431.5
TCGA-QK-A6II-01A	0 years, male, white, stage:Stage IVA, dead, 284 days	2421.4
TCGA-KU-A6H7-01A	0 years, female, white, stage:Stage IVA, alive, 586 days	2401.0
TCGA-CR-6472-01A	0 years, male, white, stage:'--, alive, 1050 days	2374.0
TCGA-CN-A642-01A	0 years, male, white, stage:Stage IVB, dead, 82 days	2348.3
TCGA-F7-A624-01A	0 years, male, white, stage:Stage II, alive, 378 days	2299.0
TCGA-MZ-A5BI-01A	0 years, male, white, stage:'--, dead, 217 days	2298.4
TCGA-RS-A6TP-01A	0 years, male, white, stage:Stage II, alive, 516 days	2298.1
TCGA-CN-A63U-01A	0 years, male, white, stage:Stage IVA, alive, 964 days	2288.5
TCGA-D6-A6EM-01A	0 years, female, white, stage:Stage III, alive, 232 days	2286.1
TCGA-UF-A7JT-01A	0 years, female, white, stage:Stage IVA, dead, 993 days	2283.2
TCGA-CR-7398-01A	0 years, female, white, stage:Stage II, alive, 156 days	2277.3
TCGA-BB-4225-01A	0 years, male, white, stage:'--, alive, 146 days	2252.8
TCGA-CV-5442-01A	0 years, female, white, stage:Stage IVA, alive, 2327 days	2215.1
TCGA-CN-A6UY-01A	0 years, male, white, stage:Stage IVA, alive, 713 days	2210.8
TCGA-UF-A7JF-01A	0 years, male, white, stage:Stage IVA, alive, 1686 days	2201.3
TCGA-CN-6011-01A	0 years, male, white, stage:Stage IVA, alive, 933 days	2185.9
TCGA-D6-A74Q-01A	0 years, male, white, stage:Stage IVA, alive, 710 days	2174.0
TCGA-CN-6992-01A	0 years, male, white, stage:Stage IVA, alive, 1066 days	2173.2
TCGA-CN-A497-01A	0 years, male, stage:Stage III, alive, 1065 days	2157.8
TCGA-CV-6962-01A	0 years, male, white, stage:Stage IVA, dead, 126 days	2151.9
TCGA-MZ-A6I9-01A	0 years, male, white, stage:'--, dead, 489 days	2146.0
TCGA-BA-4074-01A	0 years, male, white, stage:Stage IVA, dead, 462 days	2127.2
TCGA-CN-6024-01A	0 years, male, white, stage:Stage IVA, dead, 337 days	2123.2
TCGA-H7-8501-01A	0 years, male, white, stage:Stage IVA, alive, 461 days	2114.1
TCGA-CV-5977-01A	0 years, male, white, stage:Stage IVA, alive, 1840 days	2108.3
TCGA-CR-6473-01A	0 years, male, white, stage:'--, alive, 1125 days	2102.0
TCGA-D6-6823-01A	0 years, male, white, stage:Stage II, alive, 701 days	2100.8
TCGA-CQ-5327-01A	0 years, female, asian, stage:Stage IVA, alive, 1660 days	2099.6
TCGA-UF-A71E-01A	0 years, male, white, stage:Stage IVA, dead, 1504 days	2079.2
TCGA-CV-A45Z-01A	0 years, male, white, stage:'--, dead, 1466 days	2057.6
TCGA-BA-6869-01A	0 years, male, white, stage:Stage III, alive, 644 days	2050.7
TCGA-QK-A6IJ-01A	0 years, male, white, stage:Stage III, alive, 387 days	2049.2
TCGA-QK-A6V9-01A	0 years, male, white, stage:Stage II, alive, 833 days	2043.6
TCGA-CN-5364-01A	0 years, male, white, stage:Stage IVA, dead, 493 days	2040.5
TCGA-CV-5434-01A	0 years, male, black or african american, stage:Stage IVA, dead, 3314 days	2035.7
TCGA-BA-6871-01A	0 years, male, white, stage:'--, dead, 108 days	1975.4
TCGA-P3-A6T2-01A	0 years, male, white, stage:Stage IVA, alive, 2298 days	1955.9
TCGA-UF-A71D-01A	0 years, female, white, stage:Stage IVA, alive, 1461 days	1943.3
TCGA-UF-A71B-01A	0 years, male, white, stage:Stage IVA, alive, 1506 days	1943.2
TCGA-CV-5441-01A	0 years, male, white, stage:Stage IVA, alive, 2886 days	1942.3
TCGA-QK-A6IG-01A	0 years, male, white, stage:Stage III, dead, 222 days	1923.9
TCGA-HD-A633-01A	0 years, male, white, stage:Stage IVA, alive, 421 days	1920.2
TCGA-QK-A6IH-01A	0 years, female, white, stage:Stage IVB, alive, 653 days	1882.5
TCGA-CV-A6JN-01A	0 years, male, white, stage:'--, alive, 906 days	1880.4
TCGA-T3-A92N-01A	0 years, male, black or african american, stage:Stage IVA, dead, 95 days	1877.7
TCGA-KU-A66S-01A	0 years, female, white, stage:Stage III, dead, 406 days	1871.8
TCGA-CX-7082-01A	0 years, male, white, stage:Stage IVA, dead, 11 days	1871.0
TCGA-F7-8298-01A	0 years, male, white, stage:Stage I, alive, 995 days	1870.8
TCGA-CV-6941-01A	0 years, male, white, stage:Stage III, dead, 342 days	1853.2
TCGA-CQ-5324-01A	0 years, male, white, stage:Stage III, alive, 1593 days	1848.4
TCGA-CV-7421-01A	0 years, male, white, stage:Stage IVA, dead, 2 days	1847.8
TCGA-MT-A67A-01A	0 years, female, white, stage:Stage I, alive, 914 days	1837.9
TCGA-CV-7103-01A	0 years, male, white, stage:Stage IVA, dead, 1591 days	1834.7
TCGA-DQ-7588-01A	0 years, male, white, stage:'--, dead, 427 days	1816.2
TCGA-CR-6467-01A	0 years, male, white, stage:Stage III, alive, 1777 days	1813.1
TCGA-CN-6023-01A	0 years, male, white, stage:Stage IVA, alive, 1584 days	1809.2
TCGA-CV-7432-01A	0 years, male, white, stage:Stage II, dead, 2570 days	1806.7
TCGA-CV-A6JZ-01A	0 years, male, white, stage:Stage II, alive, 714 days	1786.5
TCGA-BA-4078-01A	0 years, male, white, stage:'--, dead, 276 days	1778.6
TCGA-CN-5374-01A	0 years, female, white, stage:Stage IVA, dead, 1732 days	1777.9
TCGA-P3-A5Q5-01A	0 years, male, white, stage:Stage IVA, alive, 910 days	1776.2
TCGA-CV-7418-01A	0 years, male, black or african american, stage:Stage IVA, dead, 789 days	1764.4
TCGA-BA-A4II-01A	0 years, male, white, stage:Stage II, alive, 918 days	1763.9
TCGA-CV-7422-01A	0 years, female, white, stage:Stage IVA, dead, 1037 days	1758.7
TCGA-CR-5247-01A	0 years, male, black or african american, stage:'--, alive, 358 days	1754.8
TCGA-CN-A49A-01A	0 years, male, white, stage:Stage IVB, dead, 526 days	1752.3
TCGA-CN-4730-01A	0 years, male, white, stage:Stage IVA, alive, 817 days	1750.5
TCGA-CR-6487-01A	0 years, male, white, stage:Stage I, alive, 234 days	1748.3
TCGA-CN-6989-01A	0 years, male, white, stage:Stage IVA, dead, 980 days	1739.7
TCGA-UF-A7J9-01A	0 years, male, white, stage:Stage IVA, alive, 1358 days	1736.1
TCGA-UF-A7JV-01A	0 years, female, white, stage:Stage IVA, dead, 90 days	1709.8
TCGA-UF-A7JH-01A	0 years, male, black or african american, stage:Stage IVA, alive, 896 days	1707.8
TCGA-T2-A6WX-01A	0 years, female, white, stage:'--, dead, 209 days	1706.3
TCGA-HD-A4C1-01A	0 years, female, black or african american, stage:Stage IVA, alive, 11 days	1705.9
TCGA-CV-6951-01A	0 years, male, white, stage:Stage IVA, dead, 915 days	1692.7
TCGA-H7-8502-01A	0 years, male, white, stage:Stage IVA, alive, 458 days	1684.0
TCGA-CV-A6JT-01A	0 years, male, white, stage:Stage II, alive, 852 days	1673.6
TCGA-CQ-5333-01A	0 years, male, white, stage:Stage II, dead, 341 days	1672.8
TCGA-CV-5430-01A	0 years, male, white, stage:Stage IVA, alive, 4241 days	1669.8
TCGA-CR-6493-01A	0 years, male, black or african american, stage:Stage IVA, dead, 282 days	1667.3
TCGA-P3-A6T5-01A	0 years, female, white, stage:Stage IVA, dead, 882 days	1663.6
TCGA-CN-A49B-01A	0 years, male, white, stage:Stage III, alive, 904 days	1662.9
TCGA-UP-A6WW-01A	0 years, male, white, stage:'--, alive, 518 days	1658.1
TCGA-CV-7434-01A	0 years, male, white, stage:Stage IVA, dead, 218 days	1656.7
TCGA-CV-7424-01A	0 years, male, asian, stage:Stage IVA, dead, 453 days	1654.8
TCGA-D6-A4Z9-01A	0 years, male, white, stage:Stage IVA, alive, 539 days	1652.5
TCGA-CV-7099-01A	0 years, female, white, stage:Stage II, dead, 243 days	1649.5
TCGA-CV-6953-01A	0 years, female, white, stage:Stage III, dead, 1641 days	1645.5
TCGA-BA-A4IG-01A	0 years, male, white, stage:'--, alive, 855 days	1643.6
TCGA-CQ-A4C9-01A	0 years, male, stage:Stage III, alive, 707 days	1643.2
TCGA-D6-A6EQ-01A	0 years, male, white, stage:Stage IVA, alive, 368 days	1638.0
TCGA-CV-5976-01A	0 years, male, white, stage:Stage IVA, alive, 1478 days	1626.0
TCGA-IQ-7631-01A	0 years, female, white, stage:Stage II, alive, 1172 days	1606.1
TCGA-QK-AA3K-01A	0 years, male, black or african american, stage:Stage IVA, alive, 253 days	1598.2
TCGA-TN-A7HJ-01A	0 years, male, white, stage:Stage IVA, alive, 403 days	1595.3
TCGA-CV-5436-01A	0 years, male, stage:Stage IVA, dead, 584 days	1588.1
TCGA-CV-A45U-01A	0 years, male, white, stage:Stage IVA, dead, 1079 days	1584.7
TCGA-P3-A6SX-01A	0 years, male, white, stage:Stage III, dead, 1430 days	1582.1
TCGA-D6-8568-01A	0 years, male, white, stage:Stage II, alive, 759 days	1581.7
TCGA-QK-A6IF-01A	0 years, male, white, stage:'--, alive, 704 days	1578.0
TCGA-CQ-6228-01A	0 years, female, white, stage:Stage IVA, dead, 456 days	1571.1
TCGA-CV-A45V-01A	0 years, female, white, stage:Stage IVA, dead, 32 days	1566.5
TCGA-BA-A8YP-01A	0 years, male, black or african american, stage:Stage IVB, alive, 499 days	1566.4
TCGA-CN-A49C-01A	0 years, male, white, stage:'--, alive, 645 days	1562.6
TCGA-DQ-5629-01A	0 years, male, white, stage:'--, dead, 941 days	1557.0
TCGA-BB-A5HY-01A	0 years, male, white, stage:Stage IVA, dead, 321 days	1555.3
TCGA-HD-7832-01A	0 years, male, white, stage:Stage IVA, alive, 836 days	1551.6
TCGA-CV-7252-01A	0 years, female, black or african american, stage:Stage IVA, dead, 151 days	1551.1
TCGA-UF-A7JA-01A	0 years, female, white, stage:Stage IVA, alive, 2265 days	1549.8
TCGA-D6-A4ZB-01A	0 years, male, white, stage:Stage III, alive, 376 days	1549.2
TCGA-CN-A6V6-01A	0 years, male, white, stage:Stage IVA, alive, 635 days	1548.8
TCGA-CR-5248-01A	0 years, male, white, stage:'--, alive, 1663 days	1546.5
TCGA-CR-7399-01A	0 years, female, white, stage:Stage IVA, alive, 181 days	1545.9
TCGA-QK-A6VC-01A	0 years, female, black or african american, stage:Stage IVA, alive, 600 days	1542.5
TCGA-BA-6872-01A	0 years, male, white, stage:'--, dead, 384 days	1539.1
TCGA-BB-4224-01A	0 years, male, white, stage:Stage IVA, alive, 278 days	1532.8
TCGA-BA-5559-01A	0 years, male, white, stage:'--, dead, 2083 days	1525.5
TCGA-CQ-7068-01A	0 years, female, white, stage:Stage II, alive, 1309 days	1524.8
TCGA-CV-7438-01A	0 years, female, white, stage:Stage I, dead, 194 days	1523.3
TCGA-CR-6491-01A	0 years, male, black or african american, stage:Stage IVA, alive, 693 days	1522.7
TCGA-BA-7269-01A	0 years, male, white, stage:Stage III, alive, 1273 days	1520.4
TCGA-D6-A6EO-01A	0 years, male, white, stage:Stage IVA, alive, 759 days	1516.5
TCGA-KU-A6H8-01A	0 years, male, white, stage:Stage IVA, dead, 327 days	1510.3
TCGA-T3-A92M-01A	0 years, male, black or african american, stage:Stage IVA, alive, 417 days	1506.2
TCGA-CV-5431-01A	0 years, male, white, stage:Stage IVA, dead, 522 days	1505.7
TCGA-D6-6517-01A	0 years, male, white, stage:Stage III, alive, 292 days	1501.6
TCGA-CQ-7063-01A	0 years, female, white, stage:Stage I, alive, 2133 days	1497.3
TCGA-BB-4227-01A	0 years, male, white, stage:Stage IVA, alive, 134 days	1496.7
TCGA-CR-7370-01A	0 years, female, white, stage:'--, alive, 105 days	1494.8
TCGA-BA-A6DE-01A	0 years, female, white, stage:Stage II, alive, 440 days	1489.2
TCGA-UF-A71A-01A	0 years, male, white, stage:Stage IVA, dead, 86 days	1485.5
TCGA-CV-7242-01A	0 years, female, white, stage:Stage II, alive, 1095 days	1481.7
TCGA-CV-7406-01A	0 years, male, white, stage:Stage II, dead, 1748 days	1477.6
TCGA-CN-A63W-01A	0 years, female, white, stage:Stage IVA, dead, 377 days	1477.2
TCGA-CV-7429-01A	0 years, male, white, stage:Stage IVA, dead, 107 days	1475.8
TCGA-CV-7437-01A	0 years, male, stage:Stage II, dead, 506 days	1474.2
TCGA-CQ-A4CG-01A	0 years, female, white, stage:Stage III, dead, 430 days	1470.8
TCGA-CV-A463-01A	0 years, female, white, stage:Stage IVA, dead, 23 days	1468.6
TCGA-BB-A6UM-01A	0 years, male, white, stage:Stage III, alive, 393 days	1462.8
TCGA-CV-6934-01A	0 years, female, white, stage:Stage IVA, dead, 65 days	1461.3
TCGA-CV-7178-01A	0 years, female, white, stage:Stage IVA, dead, 2166 days	1459.7
TCGA-CN-6010-01A	0 years, male, white, stage:Stage IVA, alive, 1523 days	1455.2
TCGA-CN-4722-01A	0 years, female, white, stage:Stage II, alive, 1483 days	1445.3
TCGA-IQ-A61E-01A	0 years, female, white, stage:Stage III, alive, 1147 days	1442.9
TCGA-BA-A6DJ-01A	0 years, male, asian, stage:Stage IVA, dead, 407 days	1442.3
TCGA-CN-4728-01A	0 years, male, white, stage:Stage IVA, alive, 1724 days	1439.1
TCGA-HL-7533-01A	0 years, male, white, stage:'--, alive, 1057 days	1438.7
TCGA-P3-A5QE-01A	0 years, male, white, stage:Stage III, alive, 1559 days	1438.0
TCGA-CN-6988-01A	0 years, male, white, stage:Stage IVA, alive, 318 days	1437.4
TCGA-QK-AA3J-01A	0 years, male, black or african american, stage:Stage I, alive, 466 days	1436.8
TCGA-F7-A622-01A	0 years, male, white, stage:Stage III, dead, 359 days	1432.9
TCGA-P3-A5QF-01A	0 years, male, white, stage:Stage IVA, dead, 330 days	1432.5
TCGA-CV-A45P-01A	0 years, female, white, stage:Stage I, alive, 639 days	1432.1
TCGA-CN-4723-01A	0 years, male, white, stage:Stage IVA, alive, 1699 days	1430.8
TCGA-T2-A6X2-01A	0 years, male, white, stage:Stage III, alive, 987 days	1430.2
TCGA-CN-5363-01A	0 years, male, black or african american, stage:Stage IVB, dead, 253 days	1430.0
TCGA-CX-7219-01A	0 years, male, black or african american, stage:Stage IVA, alive, 1045 days	1426.2
TCGA-CN-6021-01A	0 years, female, white, stage:'--, dead, 276 days	1425.8
TCGA-CV-7407-01A	0 years, female, white, stage:Stage II, dead, 1081 days	1422.8
TCGA-BA-A6DD-01A	0 years, male, black or african american, stage:Stage IVA, dead, 173 days	1416.0
TCGA-CV-6960-01A	0 years, male, black or african american, stage:Stage III, dead, 862 days	1415.5
TCGA-CV-5979-01A	0 years, male, white, stage:Stage IVA, alive, 1315 days	1414.9
TCGA-BA-5558-01A	0 years, male, white, stage:'--, alive, 1995 days	1413.3
TCGA-F7-A620-01A	0 years, male, white, stage:Stage III, alive, 543 days	1411.0
TCGA-CQ-A4C7-01A	0 years, male, white, stage:Stage III, dead, 353 days	1409.4
TCGA-CV-A45W-01A	0 years, male, white, stage:Stage II, dead, 1398 days	1409.2
TCGA-CV-7089-01A	0 years, male, white, stage:Stage IVA, dead, 1972 days	1409.1
TCGA-CV-7248-01A	0 years, female, black or african american, stage:Stage IVA, dead, 521 days	1408.9
TCGA-CN-5356-01A	0 years, male, white, stage:Stage III, alive, 1409 days	1405.0
TCGA-BA-4076-01A	0 years, male, white, stage:'--, dead, 415 days	1402.8
TCGA-CV-6954-01A	0 years, male, black or african american, stage:Stage IVA, dead, 2002 days	1398.4
TCGA-IQ-A6SH-01A	0 years, male, black or african american, stage:Stage III, alive, 471 days	1393.1
TCGA-CQ-6221-01A	0 years, male, white, stage:'--, alive, 1000 days	1391.9
TCGA-CR-7395-01A	0 years, female, white, stage:Stage II, alive, 930 days	1388.3
TCGA-BA-6870-01A	0 years, female, black or african american, stage:'--, dead, 451 days	1384.6
TCGA-CN-4740-01A	0 years, female, white, stage:Stage IVA, dead, 839 days	1378.0
TCGA-CX-7086-01A	0 years, male, black or african american, stage:Stage III, alive, 573 days	1376.8
TCGA-CV-7180-01A	0 years, male, white, stage:Stage II, dead, 327 days	1370.4
TCGA-CV-5440-01A	0 years, male, white, stage:Stage IVA, alive, 3270 days	1364.7
TCGA-CV-A468-01A	0 years, male, stage:Stage IVA, dead, 464 days	1357.8
TCGA-QK-A64Z-01A	0 years, female, white, stage:Stage IVA, dead, 641 days	1357.8
TCGA-CV-5435-01A	0 years, male, white, stage:Stage IVA, dead, 2319 days	1348.1
TCGA-CV-7095-01A	0 years, female, stage:Stage II, dead, 572 days	1346.6
TCGA-CN-4727-01A	0 years, male, white, stage:Stage IVA, alive, 1560 days	1345.3
TCGA-CV-7414-01A	0 years, male, white, stage:Stage IVA, dead, 14 days	1344.1
TCGA-BA-5556-01A	0 years, female, white, stage:Stage II, alive, 725 days	1336.0
TCGA-CV-7425-01A	0 years, female, white, stage:Stage III, dead, 1718 days	1335.8
TCGA-CR-7385-01A	0 years, male, white, stage:'--, alive, 997 days	1333.6
TCGA-P3-A6SW-01A	0 years, male, white, stage:Stage IVB, alive, 1120 days	1333.5
TCGA-CN-5355-01A	0 years, male, black or african american, stage:Stage IVA, alive, 1278 days	1333.2
TCGA-CV-7263-01A	0 years, male, black or african american, stage:Stage II, dead, 560 days	1331.6
TCGA-CR-6481-01A	0 years, male, white, stage:'--, alive, 311 days	1330.4
TCGA-F7-A61S-01A	0 years, male, white, stage:Stage III, alive, 576 days	1328.1
TCGA-CV-5966-01A	0 years, female, white, stage:Stage IVA, dead, 545 days	1327.5
TCGA-CV-6940-01A	0 years, female, white, stage:Stage III, dead, 804 days	1327.4
TCGA-CQ-A4CE-01A	0 years, female, stage:Stage II, alive, 897 days	1326.2
TCGA-CR-6470-01A	0 years, male, white, stage:Stage II, alive, 1521 days	1321.2
TCGA-CV-A6K2-01A	0 years, male, white, stage:Stage IVA, dead, 317 days	1314.8
TCGA-T2-A6X0-01A	0 years, male, white, stage:'--, alive, 216 days	1306.8
TCGA-CN-6022-01A	0 years, male, white, stage:Stage IVA, dead, 281 days	1304.8
TCGA-CQ-6225-01A	0 years, male, white, stage:Stage III, dead, 403 days	1303.7
TCGA-H7-A76A-01A	0 years, male, white, stage:'--, alive, 637 days	1301.7
TCGA-CQ-A4CD-01A	0 years, male, white, stage:Stage IVA, alive, 1022 days	1299.6
TCGA-IQ-A61G-01A	0 years, male, white, stage:Stage IVA, alive, 360 days	1297.4
TCGA-BA-5152-01A	0 years, male, white, stage:Stage IVA, alive, 1288 days	1297.1
TCGA-CV-6938-01A	0 years, male, white, stage:Stage II, dead, 144 days	1294.8
TCGA-HD-8314-01A	0 years, male, white, stage:Stage III, alive, 670 days	1293.1
TCGA-CQ-5334-01A	0 years, male, white, stage:Stage IVA, dead, 129 days	1286.7
TCGA-IQ-A61O-01A	0 years, male, white, stage:Stage IVA, dead, 421 days	1284.8
TCGA-CV-5432-01A	0 years, male, white, stage:Stage III, alive, 3930 days	1280.3
TCGA-CR-5250-01A	0 years, male, white, stage:'--, alive, 799 days	1275.1
TCGA-CV-6003-01A	0 years, female, white, stage:Stage III, alive, 1665 days	1274.9
TCGA-CR-6482-01A	0 years, male, black or african american, stage:'--, alive, 345 days	1273.7
TCGA-P3-A6T0-01A	0 years, female, white, stage:Stage IVA, alive, 578 days	1271.9
TCGA-HD-8634-01A	0 years, female, white, stage:Stage I, dead, 385 days	1266.1
TCGA-CV-7261-01A	0 years, male, white, stage:Stage IVA, alive, 1512 days	1262.6
TCGA-CR-6492-01A	0 years, male, white, stage:Stage III, alive, 479 days	1261.8
TCGA-CV-7254-01A	0 years, male, white, stage:Stage II, dead, 1459 days	1256.1
TCGA-CV-7097-01A	0 years, male, white, stage:Stage II, dead, 385 days	1249.5
TCGA-UF-A7JO-01A	0 years, female, white, stage:Stage IVA, dead, 631 days	1249.0
TCGA-CV-6939-01A	0 years, male, white, stage:Stage IVA, dead, 666 days	1248.1
TCGA-BB-A6UO-01A	0 years, female, white, stage:Stage IVA, dead, 268 days	1246.6
TCGA-CQ-6218-01A	0 years, female, white, stage:Stage IVA, alive, 1253 days	1241.1
TCGA-CQ-7072-01A	0 years, male, white, stage:Stage II, alive, 2359 days	1240.9
TCGA-CN-6997-01A	0 years, male, white, stage:Stage IVA, dead, 988 days	1240.6
TCGA-QK-A6VB-01A	0 years, male, white, stage:Stage IVA, alive, 641 days	1240.6
TCGA-CV-A45R-01A	0 years, male, white, stage:Stage III, alive, 5480 days	1239.3
TCGA-BA-A4IF-01A	0 years, male, white, stage:'--, alive, 895 days	1226.4
TCGA-CN-5367-01A	0 years, female, white, stage:Stage IVA, dead, 352 days	1225.9
TCGA-MZ-A7D7-01A	0 years, male, white, stage:Stage IVA, alive, 547 days	1221.3
TCGA-CQ-5331-01A	0 years, female, white, stage:'--, alive, 1399 days	1215.8
TCGA-CQ-6219-01A	0 years, female, white, stage:Stage IVA, dead, 479 days	1211.9
TCGA-CV-7250-01A	0 years, male, white, stage:Stage IVA, dead, 2900 days	1207.9
TCGA-CV-7415-01A	0 years, male, white, stage:Stage IVA, dead, 695 days	1205.0
TCGA-BB-4217-01A	0 years, male, black or african american, stage:Stage IVA, alive, 187 days	1204.8
TCGA-BA-A6DB-01A	0 years, female, white, stage:Stage I, alive, 216 days	1198.4
TCGA-HD-8224-01A	0 years, male, white, stage:Stage IVA, dead, 446 days	1198.1
TCGA-CQ-7065-01A	0 years, male, asian, stage:Stage II, alive, 1628 days	1196.3
TCGA-CV-7236-01A	0 years, female, white, stage:Stage IVA, dead, 144 days	1193.5
TCGA-CV-6433-01A	0 years, male, white, stage:Stage II, alive, 641 days	1191.4
TCGA-CN-6019-01A	0 years, male, white, stage:Stage IVA, alive, 1038 days	1190.8
TCGA-CV-7253-01A	0 years, male, black or african american, stage:Stage IVA, dead, 361 days	1188.7
TCGA-CQ-5329-01A	0 years, female, white, stage:Stage II, alive, 2143 days	1188.7
TCGA-CV-7433-01A	0 years, male, white, stage:Stage IVA, dead, 601 days	1188.2
TCGA-C9-A480-01A	0 years, female, asian, stage:Stage III, alive, 386 days	1183.3
TCGA-D6-6516-01A	0 years, male, white, stage:Stage I, alive, 773 days	1182.7
TCGA-RS-A6TO-01A	0 years, female, white, stage:Stage IVA, dead, 387 days	1175.4
TCGA-CR-7401-01A	0 years, male, white, stage:Stage I, alive, 1077 days	1174.5
TCGA-CN-A498-01A	0 years, female, white, stage:Stage III, dead, 773 days	1170.5
TCGA-WA-A7GZ-01A	0 years, male, white, stage:'--, dead, 625 days	1169.9
TCGA-CQ-6224-01A	0 years, male, white, stage:Stage IVA, alive, 1721 days	1165.3
TCGA-WA-A7H4-01A	0 years, male, white, stage:Stage II, alive, 443 days	1164.7
TCGA-F7-7848-01A	0 years, male, white, stage:Stage IVA, alive, 1131 days	1162.5
TCGA-CN-4734-01A	0 years, male, white, stage:Stage II, alive, 1690 days	1161.3
TCGA-IQ-A6SG-01A	0 years, female, white, stage:Stage III, alive, 579 days	1161.0
TCGA-CV-6959-01A	0 years, male, white, stage:Stage III, dead, 256 days	1155.1
TCGA-CV-7440-01A	0 years, male, white, stage:Stage II, dead, 675 days	1154.5
TCGA-CR-7382-01A	0 years, male, white, stage:Stage IVA, alive, 796 days	1149.8
TCGA-CR-7404-01A	0 years, male, white, stage:'--, alive, 1472 days	1148.7
TCGA-CR-7380-01A	0 years, male, white, stage:Stage IVB, dead, 606 days	1148.7
TCGA-MT-A67D-01A	0 years, male, white, stage:Stage II, alive, 56 days	1148.6
TCGA-BA-5555-01A	0 years, male, black or african american, stage:Stage IVA, alive, 520 days	1147.2
TCGA-CV-7101-01A	0 years, male, white, stage:Stage II, dead, 160 days	1144.5
TCGA-D6-A6ES-01A	0 years, male, white, stage:Stage IVA, alive, 389 days	1141.2
TCGA-D6-6824-01A	0 years, male, white, stage:Stage IVA, alive, 77 days	1137.0
TCGA-CN-6012-01A	0 years, male, white, stage:Stage IVA, alive, 1460 days	1136.5
TCGA-CQ-A4CB-01A	0 years, male, stage:Stage III, alive, 893 days	1136.0
TCGA-DQ-5624-01A	0 years, female, white, stage:'--, alive, 1778 days	1131.6
TCGA-CR-7393-01A	0 years, male, white, stage:Stage III, alive, 993 days	1131.1
TCGA-CN-A63T-01A	0 years, male, white, stage:Stage IVA, alive, 225 days	1130.7
TCGA-F7-A50I-01A	0 years, male, white, stage:Stage IVA, alive, 92 days	1129.4
TCGA-CN-5366-01A	0 years, male, white, stage:Stage IVA, dead, 360 days	1128.1
TCGA-CV-6955-01A	0 years, female, white, stage:Stage II, dead, 334 days	1118.7
TCGA-D6-8569-01A	0 years, male, white, stage:Stage II, alive, 770 days	1117.5
TCGA-CV-7411-01A	0 years, female, white, stage:Stage IVA, dead, 2717 days	1117.4
TCGA-CV-7427-01A	0 years, female, white, stage:Stage II, dead, 4760 days	1115.6
TCGA-CV-6950-01A	0 years, male, white, stage:Stage IVA, dead, 459 days	1114.2
TCGA-D6-6515-01A	0 years, female, white, stage:Stage II, dead, 403 days	1114.0
TCGA-MT-A51W-01A	0 years, female, white, stage:Stage I, alive, 437 days	1107.4
TCGA-CN-4739-01A	0 years, male, white, stage:Stage IVA, dead, 1394 days	1106.6
TCGA-CR-7390-01A	0 years, male, white, stage:Stage IVA, alive, 1508 days	1106.0
TCGA-CV-7428-01A	0 years, male, white, stage:Stage IVA, dead, 1671 days	1105.5
TCGA-CR-5249-01A	0 years, female, white, stage:Stage II, alive, 1152 days	1105.5
TCGA-CV-7102-01A	0 years, female, white, stage:Stage IVA, dead, 56 days	1095.1
TCGA-4P-AA8J-01A	0 years, male, black or african american, stage:Stage IVA, alive, 102 days	1093.6
TCGA-F7-A61W-01A	0 years, male, asian, stage:Stage IVA, alive, 14 days	1093.4
TCGA-CV-7090-01A	0 years, male, white, stage:Stage II, alive, 5252 days	1090.9
TCGA-BA-4075-01A	0 years, male, black or african american, stage:Stage III, dead, 283 days	1090.8
TCGA-CN-4726-01A	0 years, male, white, stage:Stage IVA, dead, 142 days	1089.7
TCGA-CN-6996-01A	0 years, female, white, stage:Stage IVA, dead, 530 days	1084.8
TCGA-IQ-7630-01A	0 years, male, white, stage:Stage II, alive, 485 days	1084.5
TCGA-CN-5361-01A	0 years, male, white, stage:Stage IVA, dead, 2120 days	1083.3
TCGA-CV-7091-01A	0 years, male, white, stage:Stage I, alive, 3381 days	1082.7
TCGA-P3-A6T3-01A	0 years, male, white, stage:Stage IVA, dead, 577 days	1076.6
TCGA-CN-A641-01A	0 years, male, white, stage:Stage IVA, alive, 367 days	1076.1
TCGA-CR-6471-01A	0 years, male, white, stage:Stage IVA, dead, 1202 days	1066.8
TCGA-CV-A6JY-01A	0 years, male, white, stage:Stage IVA, alive, 646 days	1066.5
TCGA-BA-A6DG-01A	0 years, male, white, stage:'--, dead, 69 days	1063.9
TCGA-F7-8489-01A	0 years, male, white, stage:Stage II, alive, 658 days	1060.3
TCGA-BA-A4IH-01A	0 years, male, white, stage:'--, alive, 622 days	1059.7
TCGA-CR-7379-01A	0 years, female, white, stage:Stage IVA, alive, 1036 days	1057.4
TCGA-CQ-6227-01A	0 years, male, white, stage:Stage IVA, dead, 129 days	1053.7
TCGA-DQ-7592-01A	0 years, male, american indian or alaska native, stage:'--, alive, 1143 days	1052.1
TCGA-CN-5369-01A	0 years, female, white, stage:Stage IVA, dead, 1 days	1051.3
TCGA-CQ-5330-01A	0 years, female, white, stage:Stage IVA, alive, 1897 days	1051.3
TCGA-DQ-5625-01A	0 years, female, white, stage:'--, dead, 1133 days	1049.4
TCGA-CR-6488-01A	0 years, female, white, stage:Stage II, alive, 379 days	1049.0
TCGA-UF-A7JD-01A	0 years, male, stage:Stage IVA, dead, 739 days	1048.1
TCGA-CR-7377-01A	0 years, male, white, stage:Stage IVA, dead, 279 days	1039.6
TCGA-CV-7238-01A	0 years, female, white, stage:Stage II, alive, 2727 days	1038.7
TCGA-DQ-7591-01A	0 years, male, white, stage:'--, alive, 622 days	1038.2
TCGA-CV-6945-01A	0 years, male, white, stage:Stage IVA, dead, 366 days	1035.5
TCGA-CV-5971-01A	0 years, male, white, stage:Stage IVA, alive, 701 days	1034.1
TCGA-CV-A45T-01A	0 years, female, white, stage:'--, dead, 4856 days	1031.8
TCGA-CV-5444-01A	0 years, male, black or african american, stage:Stage IVA, alive, 2437 days	1031.2
TCGA-CN-5360-01A	0 years, male, white, stage:Stage IVA, alive, 2169 days	1030.6
TCGA-HD-7753-01A	0 years, male, black or african american, stage:Stage I, alive, 866 days	1026.3
TCGA-CV-7247-01A	0 years, male, white, stage:Stage III, dead, 577 days	1019.5
TCGA-CV-5443-01A	0 years, male, black or african american, stage:Stage III, alive, 2784 days	1018.4
TCGA-CR-6474-01A	0 years, male, white, stage:Stage IVA, dead, 564 days	1017.9
TCGA-CR-7367-01A	0 years, male, white, stage:Stage IVA, alive, 1440 days	1017.1
TCGA-BA-5557-01A	0 years, female, stage:Stage III, alive, 623 days	1016.8
TCGA-HD-7754-01A	0 years, male, white, stage:Stage IVA, alive, 783 days	1015.1
TCGA-CV-7410-01A	0 years, male, white, stage:Stage III, dead, 6417 days	1013.1
TCGA-CN-6998-01A	0 years, male, white, stage:Stage IVA, dead, 357 days	1006.6
TCGA-CN-6994-01A	0 years, male, white, stage:Stage IVA, alive, 1183 days	1001.2
TCGA-CR-7369-01A	0 years, male, white, stage:Stage IVA, dead, 1090 days	995.0
TCGA-CQ-6222-01A	0 years, male, white, stage:Stage IVA, alive, 2016 days	993.7
TCGA-CR-5243-01A	0 years, male, white, stage:'--, alive, 2562 days	993.2
TCGA-CQ-5325-01A	0 years, male, white, stage:Stage I, dead, 654 days	990.4
TCGA-HD-7229-01A	0 years, male, white, stage:Stage IVA, alive, 1027 days	989.6
TCGA-CV-6933-01A	0 years, male, white, stage:Stage III, dead, 2741 days	988.7
TCGA-QK-A8Z7-01A	0 years, male, black or african american, stage:Stage IVA, alive, 392 days	985.3
TCGA-CV-7430-01A	0 years, male, white, stage:Stage IVA, dead, 495 days	985.3
TCGA-CV-A461-01A	0 years, male, white, stage:'--, dead, 2064 days	985.3
TCGA-CR-7373-01A	0 years, male, white, stage:Stage IVA, alive, 889 days	983.8
TCGA-CN-4737-01A	0 years, male, white, stage:Stage IVA, alive, 625 days	983.7
TCGA-CV-6943-01A	0 years, male, white, stage:Stage III, dead, 602 days	982.8
TCGA-IQ-A61H-01A	0 years, male, white, stage:Stage II, alive, 1138 days	981.2
TCGA-CR-7402-01A	0 years, male, white, stage:'--, alive, 911 days	980.0
TCGA-BA-A6DL-01A	0 years, male, white, stage:'--, alive, 623 days	979.0
TCGA-CR-7365-01A	0 years, male, white, stage:Stage IVA, alive, 1191 days	974.7
TCGA-MT-A67F-01A	0 years, female, white, stage:Stage IVA, alive, 384 days	974.0
TCGA-BB-A5HZ-01A	0 years, male, white, stage:Stage IVA, alive, 827 days	971.8
TCGA-UF-A7JK-01A	0 years, male, stage:Stage IVA, dead, 424 days	966.3
TCGA-UF-A7JC-01A	0 years, male, white, stage:Stage IVA, dead, 546 days	964.8
TCGA-CV-7245-01A	0 years, male, white, stage:Stage IVA, alive, 797 days	964.4
TCGA-BA-A6DA-01A	0 years, female, white, stage:Stage IVA, alive, 351 days	964.0
TCGA-CQ-7071-01A	0 years, female, white, stage:Stage III, alive, 1311 days	961.4
TCGA-CR-6480-01A	0 years, male, white, stage:'--, alive, 362 days	960.3
TCGA-CV-A460-01A	0 years, male, white, stage:'--, dead, 1838 days	960.1
TCGA-CR-7372-01A	0 years, male, white, stage:Stage I, alive, 759 days	955.2
TCGA-D6-6826-01A	0 years, female, white, stage:Stage IVA, dead, 348 days	950.8
TCGA-CV-A45X-01A	0 years, male, white, stage:Stage IVA, dead, 198 days	949.5
TCGA-CR-7391-01A	0 years, female, white, stage:Stage I, alive, 913 days	948.9
TCGA-CV-A45Y-01A	0 years, male, american indian or alaska native, stage:Stage IVA, dead, 2703 days	944.4
TCGA-CV-6937-01A	0 years, male, white, stage:Stage II, dead, 624 days	943.2
TCGA-CV-7413-01A	0 years, female, white, stage:Stage II, dead, 294 days	939.1
TCGA-CV-7183-01A	0 years, male, white, stage:Stage II, alive, 3981 days	939.0
TCGA-KU-A66T-01A	0 years, female, white, stage:Stage IVA, alive, 552 days	936.6
TCGA-BA-5151-01A	0 years, male, white, stage:Stage IVA, alive, 722 days	935.8
TCGA-CV-A465-01A	0 years, male, white, stage:Stage III, dead, 215 days	934.3
TCGA-CN-4738-01A	0 years, male, white, stage:Stage IVA, dead, 436 days	931.5
TCGA-H7-7774-01A	0 years, female, white, stage:Stage IVA, alive, 407 days	930.1
TCGA-CV-5439-01A	0 years, male, white, stage:Stage IVA, dead, 546 days	926.8
TCGA-CN-4731-01A	0 years, female, white, stage:Stage IVA, dead, 998 days	923.8
TCGA-CN-4725-01A	0 years, male, white, stage:Stage II, alive, 1157 days	912.2
TCGA-BB-8596-01A	0 years, female, white, stage:Stage IVA, alive, 2161 days	910.9
TCGA-BA-A6DI-01A	0 years, male, black or african american, stage:'--, dead, 336 days	909.0
TCGA-CR-7397-01A	0 years, male, white, stage:Stage IVA, alive, 754 days	907.4
TCGA-CN-6020-01A	0 years, male, black or african american, stage:Stage III, dead, 205 days	906.0
TCGA-CV-6942-01A	0 years, female, white, stage:Stage II, alive, 4282 days	899.1
TCGA-IQ-A61J-01A	0 years, male, white, stage:Stage IVA, alive, 1021 days	894.2
TCGA-UF-A718-01A	0 years, male, white, stage:Stage IVA, alive, 1971 days	894.1
TCGA-F7-A50J-01A	0 years, female, white, stage:Stage III, alive, 947 days	890.8
TCGA-CV-7177-01A	0 years, female, white, stage:Stage II, dead, 663 days	887.4
TCGA-IQ-7632-01A	0 years, female, white, stage:Stage IVA, alive, 441 days	879.6
TCGA-CR-6478-01A	0 years, female, white, stage:'--, dead, 183 days	875.5
TCGA-CR-7374-01A	0 years, female, white, stage:'--, alive, 30 days	874.6
TCGA-CR-7388-01A	0 years, female, white, stage:'--, dead, 823 days	874.3
TCGA-MT-A51X-01A	0 years, male, white, stage:Stage IVA, alive, 242 days	867.9
TCGA-H7-A6C4-01A	0 years, female, white, stage:Stage IVA, dead, 414 days	867.1
TCGA-DQ-5630-01A	0 years, male, white, stage:'--, alive, 1030 days	854.9
TCGA-CV-7423-01A	0 years, male, white, stage:Stage II, dead, 3059 days	852.8
TCGA-HD-A6HZ-01A	0 years, female, white, stage:Stage III, alive, 111 days	852.0
TCGA-CN-6016-01A	0 years, male, white, stage:Stage IVA, alive, 1443 days	849.1
TCGA-IQ-A61I-01A	0 years, male, black or african american, stage:Stage IVA, dead, 2 days	846.7
TCGA-C9-A47Z-01A	0 years, female, asian, stage:Stage III, dead, 191 days	836.5
TCGA-CV-6936-01A	0 years, male, white, stage:Stage IVA, dead, 166 days	831.8
TCGA-CR-7389-01A	0 years, male, black or african american, stage:'--, alive, 392 days	828.5
TCGA-CV-7446-01A	0 years, male, white, stage:Stage IVA, dead, 1093 days	813.1
TCGA-CN-4736-01A	0 years, female, white, stage:'--, dead, 395 days	811.1
TCGA-CN-4729-01A	0 years, male, white, stage:Stage III, alive, 392 days	807.5
TCGA-CN-6018-01A	0 years, female, white, stage:Stage IVA, dead, 580 days	803.3
TCGA-CV-A464-01A	0 years, male, white, stage:Stage III, alive, 1722 days	800.9
TCGA-CN-5373-01A	0 years, female, white, stage:Stage I, alive, 1584 days	799.6
TCGA-HD-7831-01A	0 years, male, white, stage:Stage IVA, alive, 667 days	797.6
TCGA-CR-6484-01A	0 years, female, asian, stage:Stage IVA, alive, 354 days	796.3
TCGA-CN-A6V3-01A	0 years, male, white, stage:Stage IVA, alive, 742 days	794.1
TCGA-CQ-A4C6-01A	0 years, male, asian, stage:Stage II, alive, 1353 days	790.2
TCGA-BA-6873-01A	0 years, male, white, stage:Stage IVA, alive, 122 days	789.4
TCGA-CX-7085-01A	0 years, female, white, stage:Stage I, alive, 321 days	788.5
TCGA-CV-7416-01A	0 years, female, white, stage:Stage IVA, dead, 763 days	788.2
TCGA-CR-7386-01A	0 years, male, white, stage:Stage IVA, alive, 1430 days	787.7
TCGA-P3-A6T8-01A	0 years, male, white, stage:Stage IVA, alive, 400 days	785.2
TCGA-CN-A499-01A	0 years, female, white, stage:Stage II, alive, 717 days	774.4
TCGA-CR-7371-01A	0 years, female, white, stage:Stage III, dead, 94 days	772.6
TCGA-F7-A623-01A	0 years, male, white, stage:Stage IVA, alive, 616 days	772.3
TCGA-QK-A652-01A	0 years, male, white, stage:Stage III, alive, 645 days	771.8
TCGA-UF-A7JJ-01A	0 years, male, stage:Stage IVA, alive, 549 days	771.1
TCGA-CN-6995-01A	0 years, male, white, stage:Stage IVA, dead, 112 days	764.6
TCGA-CV-6961-01A	0 years, male, white, stage:Stage II, dead, 76 days	758.6
TCGA-P3-A6T4-01A	0 years, male, white, stage:Stage IVA, dead, 62 days	757.8
TCGA-CN-4742-01A	0 years, female, white, stage:Stage IVA, dead, 397 days	757.2
TCGA-CQ-A4CH-01A	0 years, male, asian, stage:Stage II, dead, 379 days	756.9
TCGA-CN-5370-01A	0 years, male, white, stage:Stage III, dead, 259 days	754.7
TCGA-CV-7435-01A	0 years, female, white, stage:Stage IVA, dead, 4680 days	754.6
TCGA-CV-7100-01A	0 years, male, white, stage:Stage III, dead, 274 days	751.6
TCGA-CV-7255-01A	0 years, female, white, stage:Stage IVA, dead, 64 days	751.0
TCGA-CR-6477-01A	0 years, female, white, stage:'--, alive, 514 days	749.1
TCGA-CN-5359-01A	0 years, male, white, stage:Stage IVA, dead, 377 days	748.3
TCGA-CN-4735-01A	0 years, male, white, stage:Stage IVA, alive, 1737 days	741.8
TCGA-P3-A5QA-01A	0 years, male, stage:Stage I, alive, 2182 days	734.5
TCGA-CQ-5323-01A	0 years, male, white, stage:Stage I, alive, 1466 days	734.3
TCGA-CV-5978-01A	0 years, female, black or african american, stage:Stage IVB, dead, 215 days	722.1
TCGA-P3-A6T7-01A	0 years, male, white, stage:Stage IVA, dead, 487 days	722.0
TCGA-F7-A50G-01A	0 years, male, white, stage:Stage III, alive, 616 days	719.4
TCGA-CR-7368-01A	0 years, male, white, stage:Stage IVA, alive, 1245 days	705.5
TCGA-UF-A719-01A	0 years, male, stage:Stage II, alive, 1663 days	694.2
TCGA-HD-8635-01A	0 years, female, white, stage:Stage III, alive, 695 days	689.7
TCGA-CN-5365-01A	0 years, male, white, stage:Stage IVB, dead, 351 days	684.0
TCGA-BB-A5HU-01A	0 years, male, white, stage:Stage IVA, alive, 782 days	673.6
TCGA-CQ-5326-01A	0 years, male, white, stage:Stage IVA, dead, 89 days	664.5
TCGA-BA-5153-01A	0 years, male, white, stage:'--, dead, 1762 days	663.0
TCGA-DQ-5631-01A	0 years, male, white, stage:'--, dead, 548 days	649.5
TCGA-CR-7376-01A	0 years, male, white, stage:Stage III, alive, 972 days	647.9
TCGA-CN-6017-01A	0 years, male, white, stage:Stage IVA, dead, 853 days	645.0
TCGA-CN-5358-01A	0 years, male, white, stage:Stage II, dead, 261 days	642.9
TCGA-CQ-6223-01A	0 years, male, white, stage:Stage II, alive, 1428 days	631.8
TCGA-CV-5970-01A	0 years, male, white, stage:Stage IVA, dead, 406 days	621.9
TCGA-QK-A8ZB-01A	0 years, male, black or african american, stage:Stage IVA, alive, 542 days	618.5
TCGA-CR-7394-01A	0 years, male, white, stage:Stage IVA, alive, 1346 days	610.7
TCGA-CQ-6229-01A	0 years, male, white, stage:Stage II, alive, 1179 days	603.3
TCGA-CV-7104-01A	0 years, female, white, stage:Stage IVA, dead, 393 days	597.5
TCGA-CV-6952-01A	0 years, female, white, stage:Stage IVA, dead, 185 days	595.7
TCGA-CN-6013-01A	0 years, male, white, stage:Stage IVA, dead, 727 days	590.6
TCGA-CQ-7069-01A	0 years, female, white, stage:Stage II, alive, 1274 days	588.9
TCGA-CR-7392-01A	0 years, female, white, stage:Stage IVA, alive, 1425 days	588.3
TCGA-CN-4733-01A	0 years, male, white, stage:Stage III, alive, 1586 days	564.7
TCGA-CR-7364-01A	0 years, male, white, stage:Stage III, alive, 1435 days	563.6
TCGA-CQ-6220-01A	0 years, male, white, stage:Stage III, dead, 985 days	548.3
TCGA-CV-A45O-01A	0 years, male, white, stage:'--, alive, 851 days	537.9
TCGA-QK-A8Z8-01A	0 years, female, black or african american, stage:Stage IVC, dead, 171 days	522.9
TCGA-D6-6825-01A	0 years, male, white, stage:Stage I, alive, 491 days	515.1
TCGA-CN-4741-01A	0 years, male, white, stage:Stage IVA, alive, 2239 days	468.5
TCGA-CV-7568-01A	0 years, female, white, stage:Stage IVA, dead, 927 days	452.9
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HEAD AND NECK SQUAMOUS CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

183

Samples

Sample ID	Sample type	nRPX
CPT0281470002	Normal	0.9
CPT0278700002	Normal	0.8
CPT0235470002	Normal	0.7
CPT0163250003	Normal	0.6
CPT0169740004	Normal	0.5
CPT0245600003	Tumor	0.4
CPT0229220002	Normal	0.4
CPT0163490003	Normal	0.4
CPT0008630003	Tumor	0.3
C3N-04279-05	Normal	0.3
CPT0199890003	Normal	0.3
CPT0088010003	Normal	0.3
CPT0008960003	Normal	0.2
CPT0226450003	Normal	0.2
CPT0008520008	Tumor	0.2
CPT0196060003	Normal	0.2
C3N-04275-05	Normal	0.2
CPT0248520003	Tumor	0.2
CPT0237480004	Tumor	0.2
CPT0245020003	Normal	0.2
C3N-02693-06	Normal	0.2
CPT0199700003	Tumor	0.2
CPT0123190003	Normal	0.2
C3N-01758-04	Normal	0.2
C3N-00295-05	Normal	0.2
CPT0245140003	Normal	0.2
CPT0246670003	Tumor	0.2
CPT0237500003	Normal	0.2
CPT0169640003	Tumor	0.2
CPT0245560003	Normal	0.2
CPT0011290003	Tumor	0.2
CPT0013460003	Normal	0.2
CPT0226090003	Normal	0.2
CPT0236870003	Normal	0.1
CPT0194420003	Tumor	0.1
CPT0011130005	Tumor	0.1
CPT0013250003	Normal	0.1
CPT0237130004	Tumor	0.1
CPT0236620003	Tumor	0.1
CPT0235910003	Tumor	0.1
CPT0177220003	Normal	0.1
CPT0163650003	Tumor	0.1
CPT0013430003	Tumor	0.1
CPT0195880003	Normal	0.1
CPT0177710003	Tumor	0.1
CPT0244940004	Tumor	0.1
CPT0087990003	Tumor	0.1
CPT0194790003	Tumor	0.1
CPT0245060004	Tumor	0.1
C3N-00857-05	Normal	0.1
CPT0194250003	Tumor	0.1
CPT0123280003	Normal	0.1
CPT0226440003	Tumor	0.1
CPT0245460003	Normal	0.1
CPT0169730003	Tumor	0.1
CPT0237150003	Normal	0.0
CPT0163600003	Tumor	0.0
CPT0163860003	Normal	0.0
CPT0195700003	Normal	0.0
CPT0088430003	Normal	0.0
CPT0011320003	Normal	0.0
CPT0176770003	Tumor	0.0
CPT0163430003	Normal	0.0
CPT0169890003	Tumor	0.0
CPT0226270003	Normal	0.0
CPT0013000004	Tumor	0.0
CPT0196210003	Tumor	0.0
CPT0220610003	Tumor	0.0
CPT0245190003	Normal	0.0
CPT0094350004	Tumor	0.0
CPT0094420004	Tumor	0.0
CPT0248350003	Normal	0.0
CPT0223460003	Normal	0.0
CPT0235460003	Tumor	0.0
CPT0088080003	Normal	0.0
CPT0163340003	Tumor	0.0
CPT0226350003	Normal	0.0
CPT0190860003	Normal	0.0
CPT0163410003	Tumor	0.0
CPT0194260003	Normal	0.0
CPT0123180003	Tumor	0.0
CPT0123260003	Tumor	0.0
CPT0194800003	Normal	0.0
CPT0245550003	Tumor	0.0
CPT0196040003	Tumor	0.0
CPT0163910003	Tumor	0.0
CPT0013030003	Normal	0.0
CPT0256560003	Tumor	0.0
C3N-01859-04	Normal	0.0
CPT0222200003	Normal	0.0
CPT0199710003	Normal	0.0
C3N-04276-06	Normal	0.0
CPT0222180003	Tumor	0.0
CPT0226390003	Tumor	0.0
CPT0226340003	Tumor	0.0
CPT0190850003	Tumor	0.0
CPT0245730003	Tumor	0.0
CPT0207870004	Tumor	0.0
CPT0013210004	Tumor	0.0
CPT0245300003	Tumor	-0.1
CPT0169920003	Normal	-0.1
CPT0163160003	Tumor	-0.1
CPT0163840003	Tumor	-0.1
CPT0084650004	Normal	-0.1
CPT0163720003	Normal	-0.1
CPT0220620003	Normal	-0.1
CPT0245010003	Tumor	-0.1
CPT0013130003	Tumor	-0.1
CPT0245450003	Tumor	-0.1
CPT0199820003	Tumor	-0.1
CPT0094280004	Tumor	-0.1
CPT0195860003	Tumor	-0.1
CPT0008930003	Tumor	-0.1
CPT0163530003	Tumor	-0.1
CPT0223970003	Tumor	-0.1
CPT0235920003	Normal	-0.1
CPT0094560004	Tumor	-0.1
C3N-01620-05	Normal	-0.1
CPT0245180003	Tumor	-0.1
CPT0236640003	Normal	-0.1
CPT0241980004	Tumor	-0.1
CPT0261520003	Tumor	-0.1
CPT0024810003	Tumor	-0.1
CPT0242000004	Normal	-0.1
CPT0199880003	Tumor	-0.1
CPT0223450003	Tumor	-0.1
CPT0163800003	Normal	-0.1
CPT0163610003	Normal	-0.1
CPT0094490004	Tumor	-0.2
CPT0184530003	Tumor	-0.2
CPT0163790003	Tumor	-0.2
CPT0087820003	Tumor	-0.2
CPT0095040003	Tumor	-0.2
CPT0226130003	Tumor	-0.2
CPT0163240003	Tumor	-0.2
CPT0163170003	Normal	-0.2
CPT0245500003	Tumor	-0.2
CPT0246540003	Tumor	-0.2
CPT0226030003	Tumor	-0.2
CPT0177200003	Tumor	-0.2
CPT0245400003	Tumor	-0.2
CPT0226400003	Normal	-0.2
CPT0194960003	Tumor	-0.2
CPT0163480003	Tumor	-0.2
CPT0245230004	Tumor	-0.2
CPT0163020003	Normal	-0.2
CPT0088060004	Tumor	-0.2
CPT0162890003	Tumor	-0.2
CPT0162990004	Tumor	-0.2
CPT0245630003	Tumor	-0.2
CPT0246590003	Tumor	-0.3
CPT0084630009	Tumor	-0.3
CPT0248330003	Tumor	-0.3
CPT0250310003	Tumor	-0.3
CPT0226250004	Tumor	-0.3
CPT0201830004	Tumor	-0.3
CPT0195680003	Tumor	-0.3
CPT0163090003	Tumor	-0.3
CPT0199830003	Normal	-0.3
CPT0243090003	Tumor	-0.3
CPT0201860004	Normal	-0.3
CPT0237640003	Normal	-0.4
CPT0127050003	Tumor	-0.4
CPT0245130003	Tumor	-0.4
CPT0162940003	Tumor	-0.4
CPT0177390003	Tumor	-0.4
CPT0245410003	Normal	-0.4
CPT0243140004	Normal	-0.4
CPT0094580003	Normal	-0.4
CPT0088410003	Tumor	-0.4
CPT0237620004	Tumor	-0.4
CPT0177010003	Tumor	-0.4
CPT0244890004	Tumor	-0.4
CPT0222360003	Tumor	-0.5
CPT0236850004	Tumor	-0.6
CPT0245680003	Tumor	-0.7
CPT0163740003	Tumor	-0.7
CPT0246620003	Tumor	-0.8
CPT0245350003	Tumor	-0.9
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 HPA054510	Antibody HPA057793
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
Adenocarcinoma, NOS