Expression of S100A10 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

S100A10 is not prognostic in Head and Neck Squamous Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 1201.33

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

1231.2

Number of samples

492

Samples

Sample	Description	TPM
TCGA-HD-A633-01A	0 years, male, white, stage:Stage IVA, alive, 421 days	3774.0
TCGA-P3-A6T0-01A	0 years, female, white, stage:Stage IVA, alive, 578 days	3477.3
TCGA-CV-5979-01A	0 years, male, white, stage:Stage IVA, alive, 1315 days	3440.8
TCGA-IQ-A61G-01A	0 years, male, white, stage:Stage IVA, alive, 360 days	3159.4
TCGA-CR-6477-01A	0 years, female, white, stage:'--, alive, 514 days	3074.8
TCGA-CV-7250-01A	0 years, male, white, stage:Stage IVA, dead, 2900 days	3067.7
TCGA-CQ-A4CD-01A	0 years, male, white, stage:Stage IVA, alive, 1022 days	3003.2
TCGA-BB-A6UO-01A	0 years, female, white, stage:Stage IVA, dead, 268 days	2844.6
TCGA-P3-A6T2-01A	0 years, male, white, stage:Stage IVA, alive, 2298 days	2791.1
TCGA-CV-7253-01A	0 years, male, black or african american, stage:Stage IVA, dead, 361 days	2688.5
TCGA-CV-7429-01A	0 years, male, white, stage:Stage IVA, dead, 107 days	2618.7
TCGA-CQ-7069-01A	0 years, female, white, stage:Stage II, alive, 1274 days	2533.4
TCGA-CV-7089-01A	0 years, male, white, stage:Stage IVA, dead, 1972 days	2492.4
TCGA-CN-5374-01A	0 years, female, white, stage:Stage IVA, dead, 1732 days	2429.9
TCGA-CN-5366-01A	0 years, male, white, stage:Stage IVA, dead, 360 days	2429.4
TCGA-DQ-5631-01A	0 years, male, white, stage:'--, dead, 548 days	2388.7
TCGA-HD-7229-01A	0 years, male, white, stage:Stage IVA, alive, 1027 days	2368.9
TCGA-D6-A6EQ-01A	0 years, male, white, stage:Stage IVA, alive, 368 days	2363.4
TCGA-RS-A6TO-01A	0 years, female, white, stage:Stage IVA, dead, 387 days	2361.5
TCGA-UF-A7JV-01A	0 years, female, white, stage:Stage IVA, dead, 90 days	2352.7
TCGA-HD-7753-01A	0 years, male, black or african american, stage:Stage I, alive, 866 days	2346.2
TCGA-CV-7095-01A	0 years, female, stage:Stage II, dead, 572 days	2315.9
TCGA-CV-7102-01A	0 years, female, white, stage:Stage IVA, dead, 56 days	2309.7
TCGA-CR-6493-01A	0 years, male, black or african american, stage:Stage IVA, dead, 282 days	2306.3
TCGA-CV-6945-01A	0 years, male, white, stage:Stage IVA, dead, 366 days	2291.2
TCGA-CV-7430-01A	0 years, male, white, stage:Stage IVA, dead, 495 days	2290.8
TCGA-T2-A6WX-01A	0 years, female, white, stage:'--, dead, 209 days	2279.4
TCGA-CN-4727-01A	0 years, male, white, stage:Stage IVA, alive, 1560 days	2257.5
TCGA-P3-A5Q6-01A	0 years, male, white, stage:Stage IVA, dead, 480 days	2225.3
TCGA-CV-7415-01A	0 years, male, white, stage:Stage IVA, dead, 695 days	2223.5
TCGA-UF-A7JK-01A	0 years, male, stage:Stage IVA, dead, 424 days	2217.8
TCGA-CN-A63W-01A	0 years, female, white, stage:Stage IVA, dead, 377 days	2197.1
TCGA-QK-A6IH-01A	0 years, female, white, stage:Stage IVB, alive, 653 days	2196.6
TCGA-UF-A71D-01A	0 years, female, white, stage:Stage IVA, alive, 1461 days	2164.5
TCGA-CN-4731-01A	0 years, female, white, stage:Stage IVA, dead, 998 days	2161.1
TCGA-DQ-7588-01A	0 years, male, white, stage:'--, dead, 427 days	2157.6
TCGA-P3-A6T8-01A	0 years, male, white, stage:Stage IVA, alive, 400 days	2140.1
TCGA-4P-AA8J-01A	0 years, male, black or african american, stage:Stage IVA, alive, 102 days	2126.6
TCGA-CV-7432-01A	0 years, male, white, stage:Stage II, dead, 2570 days	2120.8
TCGA-CN-5365-01A	0 years, male, white, stage:Stage IVB, dead, 351 days	2117.5
TCGA-CV-A6K2-01A	0 years, male, white, stage:Stage IVA, dead, 317 days	2105.6
TCGA-BA-4075-01A	0 years, male, black or african american, stage:Stage III, dead, 283 days	2100.9
TCGA-CV-7440-01A	0 years, male, white, stage:Stage II, dead, 675 days	2091.1
TCGA-TN-A7HJ-01A	0 years, male, white, stage:Stage IVA, alive, 403 days	2072.7
TCGA-CV-7255-01A	0 years, female, white, stage:Stage IVA, dead, 64 days	2067.9
TCGA-P3-A6T3-01A	0 years, male, white, stage:Stage IVA, dead, 577 days	2051.7
TCGA-CV-7236-01A	0 years, female, white, stage:Stage IVA, dead, 144 days	2048.2
TCGA-CQ-5326-01A	0 years, male, white, stage:Stage IVA, dead, 89 days	2047.4
TCGA-CN-A63V-01A	0 years, male, white, stage:Stage IVA, alive, 679 days	2036.8
TCGA-BB-4227-01A	0 years, male, white, stage:Stage IVA, alive, 134 days	2032.8
TCGA-UF-A7JT-01A	0 years, female, white, stage:Stage IVA, dead, 993 days	1988.5
TCGA-CV-5966-01A	0 years, female, white, stage:Stage IVA, dead, 545 days	1961.6
TCGA-CV-6952-01A	0 years, female, white, stage:Stage IVA, dead, 185 days	1959.8
TCGA-CN-5363-01A	0 years, male, black or african american, stage:Stage IVB, dead, 253 days	1931.4
TCGA-C9-A480-01A	0 years, female, asian, stage:Stage III, alive, 386 days	1925.5
TCGA-P3-A5QA-01A	0 years, male, stage:Stage I, alive, 2182 days	1914.6
TCGA-IQ-A6SH-01A	0 years, male, black or african american, stage:Stage III, alive, 471 days	1901.3
TCGA-IQ-A61E-01A	0 years, female, white, stage:Stage III, alive, 1147 days	1895.9
TCGA-CV-7423-01A	0 years, male, white, stage:Stage II, dead, 3059 days	1894.4
TCGA-D6-6826-01A	0 years, female, white, stage:Stage IVA, dead, 348 days	1882.3
TCGA-BB-A5HU-01A	0 years, male, white, stage:Stage IVA, alive, 782 days	1880.7
TCGA-F7-A622-01A	0 years, male, white, stage:Stage III, dead, 359 days	1879.6
TCGA-CQ-5327-01A	0 years, female, asian, stage:Stage IVA, alive, 1660 days	1823.5
TCGA-HD-8635-01A	0 years, female, white, stage:Stage III, alive, 695 days	1816.3
TCGA-BA-6870-01A	0 years, female, black or african american, stage:'--, dead, 451 days	1814.9
TCGA-UF-A71E-01A	0 years, male, white, stage:Stage IVA, dead, 1504 days	1810.6
TCGA-CV-A6JN-01A	0 years, male, white, stage:'--, alive, 906 days	1796.0
TCGA-CR-5247-01A	0 years, male, black or african american, stage:'--, alive, 358 days	1783.4
TCGA-BA-6872-01A	0 years, male, white, stage:'--, dead, 384 days	1776.6
TCGA-CR-6491-01A	0 years, male, black or african american, stage:Stage IVA, alive, 693 days	1775.4
TCGA-MT-A67F-01A	0 years, female, white, stage:Stage IVA, alive, 384 days	1773.9
TCGA-CN-4734-01A	0 years, male, white, stage:Stage II, alive, 1690 days	1771.5
TCGA-F7-A50I-01A	0 years, male, white, stage:Stage IVA, alive, 92 days	1770.1
TCGA-D6-A4Z9-01A	0 years, male, white, stage:Stage IVA, alive, 539 days	1761.4
TCGA-P3-A6SX-01A	0 years, male, white, stage:Stage III, dead, 1430 days	1752.2
TCGA-CV-A6JD-01A	0 years, female, white, stage:'--, dead, 182 days	1728.8
TCGA-BA-4074-01A	0 years, male, white, stage:Stage IVA, dead, 462 days	1726.5
TCGA-BA-A6DI-01A	0 years, male, black or african american, stage:'--, dead, 336 days	1723.5
TCGA-KU-A66T-01A	0 years, female, white, stage:Stage IVA, alive, 552 days	1723.4
TCGA-CQ-A4CB-01A	0 years, male, stage:Stage III, alive, 893 days	1720.1
TCGA-CN-4725-01A	0 years, male, white, stage:Stage II, alive, 1157 days	1718.0
TCGA-D6-A6EM-01A	0 years, female, white, stage:Stage III, alive, 232 days	1717.3
TCGA-H7-8501-01A	0 years, male, white, stage:Stage IVA, alive, 461 days	1713.8
TCGA-HL-7533-01A	0 years, male, white, stage:'--, alive, 1057 days	1713.1
TCGA-F7-8298-01A	0 years, male, white, stage:Stage I, alive, 995 days	1707.7
TCGA-CV-7091-01A	0 years, male, white, stage:Stage I, alive, 3381 days	1706.7
TCGA-H7-8502-01A	0 years, male, white, stage:Stage IVA, alive, 458 days	1701.9
TCGA-CV-7416-01A	0 years, female, white, stage:Stage IVA, dead, 763 days	1699.5
TCGA-CQ-5324-01A	0 years, male, white, stage:Stage III, alive, 1593 days	1698.3
TCGA-D6-A6EN-01A	0 years, male, white, stage:Stage III, alive, 687 days	1692.8
TCGA-HD-A6HZ-01A	0 years, female, white, stage:Stage III, alive, 111 days	1682.4
TCGA-CV-6003-01A	0 years, female, white, stage:Stage III, alive, 1665 days	1682.1
TCGA-CV-7252-01A	0 years, female, black or african american, stage:Stage IVA, dead, 151 days	1681.1
TCGA-CQ-7065-01A	0 years, male, asian, stage:Stage II, alive, 1628 days	1674.3
TCGA-BA-A6DE-01A	0 years, female, white, stage:Stage II, alive, 440 days	1671.7
TCGA-CV-A6JT-01A	0 years, male, white, stage:Stage II, alive, 852 days	1667.0
TCGA-CV-7407-01A	0 years, female, white, stage:Stage II, dead, 1081 days	1663.0
TCGA-CQ-5329-01A	0 years, female, white, stage:Stage II, alive, 2143 days	1658.3
TCGA-CN-4738-01A	0 years, male, white, stage:Stage IVA, dead, 436 days	1655.7
TCGA-DQ-5624-01A	0 years, female, white, stage:'--, alive, 1778 days	1652.2
TCGA-IQ-A61H-01A	0 years, male, white, stage:Stage II, alive, 1138 days	1640.6
TCGA-CV-6436-01A	0 years, male, white, stage:Stage IVA, alive, 1899 days	1636.5
TCGA-CN-A49A-01A	0 years, male, white, stage:Stage IVB, dead, 526 days	1634.7
TCGA-T2-A6X2-01A	0 years, male, white, stage:Stage III, alive, 987 days	1634.3
TCGA-BA-6869-01A	0 years, male, white, stage:Stage III, alive, 644 days	1633.3
TCGA-F7-A61W-01A	0 years, male, asian, stage:Stage IVA, alive, 14 days	1631.2
TCGA-CV-5436-01A	0 years, male, stage:Stage IVA, dead, 584 days	1625.0
TCGA-CV-7434-01A	0 years, male, white, stage:Stage IVA, dead, 218 days	1610.8
TCGA-BA-A6DJ-01A	0 years, male, asian, stage:Stage IVA, dead, 407 days	1609.3
TCGA-IQ-A61J-01A	0 years, male, white, stage:Stage IVA, alive, 1021 days	1604.9
TCGA-CN-A642-01A	0 years, male, white, stage:Stage IVB, dead, 82 days	1602.5
TCGA-UF-A7JF-01A	0 years, male, white, stage:Stage IVA, alive, 1686 days	1602.2
TCGA-CN-5367-01A	0 years, female, white, stage:Stage IVA, dead, 352 days	1599.7
TCGA-QK-A6IG-01A	0 years, male, white, stage:Stage III, dead, 222 days	1596.0
TCGA-IQ-7630-01A	0 years, male, white, stage:Stage II, alive, 485 days	1593.8
TCGA-CV-7245-01A	0 years, male, white, stage:Stage IVA, alive, 797 days	1590.7
TCGA-CV-A6JM-01A	0 years, male, white, stage:'--, dead, 194 days	1589.4
TCGA-CN-A49B-01A	0 years, male, white, stage:Stage III, alive, 904 days	1581.8
TCGA-T3-A92N-01A	0 years, male, black or african american, stage:Stage IVA, dead, 95 days	1581.6
TCGA-CQ-5333-01A	0 years, male, white, stage:Stage II, dead, 341 days	1579.5
TCGA-CR-7373-01A	0 years, male, white, stage:Stage IVA, alive, 889 days	1578.4
TCGA-D6-8569-01A	0 years, male, white, stage:Stage II, alive, 770 days	1577.9
TCGA-CV-6935-01A	0 years, male, white, stage:Stage IVA, dead, 295 days	1574.4
TCGA-CV-6942-01A	0 years, female, white, stage:Stage II, alive, 4282 days	1572.3
TCGA-DQ-5630-01A	0 years, male, white, stage:'--, alive, 1030 days	1569.6
TCGA-MZ-A7D7-01A	0 years, male, white, stage:Stage IVA, alive, 547 days	1563.1
TCGA-CV-7247-01A	0 years, male, white, stage:Stage III, dead, 577 days	1560.1
TCGA-CQ-5334-01A	0 years, male, white, stage:Stage IVA, dead, 129 days	1559.5
TCGA-CV-7235-01A	0 years, male, white, stage:Stage II, alive, 2347 days	1555.3
TCGA-P3-A6T5-01A	0 years, female, white, stage:Stage IVA, dead, 882 days	1550.1
TCGA-CV-7413-01A	0 years, female, white, stage:Stage II, dead, 294 days	1548.2
TCGA-CV-6959-01A	0 years, male, white, stage:Stage III, dead, 256 days	1547.4
TCGA-HD-A4C1-01A	0 years, female, black or african american, stage:Stage IVA, alive, 11 days	1546.1
TCGA-H7-A6C4-01A	0 years, female, white, stage:Stage IVA, dead, 414 days	1536.6
TCGA-CR-7398-01A	0 years, female, white, stage:Stage II, alive, 156 days	1532.7
TCGA-D6-6517-01A	0 years, male, white, stage:Stage III, alive, 292 days	1532.5
TCGA-D6-6823-01A	0 years, male, white, stage:Stage II, alive, 701 days	1531.8
TCGA-CV-5976-01A	0 years, male, white, stage:Stage IVA, alive, 1478 days	1529.9
TCGA-CN-6988-01A	0 years, male, white, stage:Stage IVA, alive, 318 days	1529.5
TCGA-UF-A7J9-01A	0 years, male, white, stage:Stage IVA, alive, 1358 days	1520.8
TCGA-CR-7365-01A	0 years, male, white, stage:Stage IVA, alive, 1191 days	1515.2
TCGA-HD-7832-01A	0 years, male, white, stage:Stage IVA, alive, 836 days	1509.7
TCGA-BB-8596-01A	0 years, female, white, stage:Stage IVA, alive, 2161 days	1507.3
TCGA-CV-6960-01A	0 years, male, black or african american, stage:Stage III, dead, 862 days	1505.6
TCGA-CN-6998-01A	0 years, male, white, stage:Stage IVA, dead, 357 days	1503.0
TCGA-DQ-5625-01A	0 years, female, white, stage:'--, dead, 1133 days	1501.3
TCGA-UF-A7JD-01A	0 years, male, stage:Stage IVA, dead, 739 days	1500.4
TCGA-CQ-A4C7-01A	0 years, male, white, stage:Stage III, dead, 353 days	1495.4
TCGA-CN-6020-01A	0 years, male, black or african american, stage:Stage III, dead, 205 days	1486.9
TCGA-BA-7269-01A	0 years, male, white, stage:Stage III, alive, 1273 days	1483.4
TCGA-CV-7180-01A	0 years, male, white, stage:Stage II, dead, 327 days	1479.4
TCGA-CV-7090-01A	0 years, male, white, stage:Stage II, alive, 5252 days	1475.8
TCGA-CN-5361-01A	0 years, male, white, stage:Stage IVA, dead, 2120 days	1472.3
TCGA-MT-A7BN-01A	0 years, male, white, stage:Stage IVA, alive, 469 days	1471.6
TCGA-CN-A498-01A	0 years, female, white, stage:Stage III, dead, 773 days	1466.2
TCGA-F7-A50J-01A	0 years, female, white, stage:Stage III, alive, 947 days	1458.5
TCGA-CV-A464-01A	0 years, male, white, stage:Stage III, alive, 1722 days	1447.4
TCGA-F7-A61S-01A	0 years, male, white, stage:Stage III, alive, 576 days	1445.3
TCGA-CV-7437-01A	0 years, male, stage:Stage II, dead, 506 days	1443.7
TCGA-CN-5356-01A	0 years, male, white, stage:Stage III, alive, 1409 days	1437.4
TCGA-CR-7390-01A	0 years, male, white, stage:Stage IVA, alive, 1508 days	1437.0
TCGA-HD-A6I0-01A	0 years, male, white, stage:Stage IVA, alive, 210 days	1433.4
TCGA-CV-5977-01A	0 years, male, white, stage:Stage IVA, alive, 1840 days	1430.1
TCGA-T2-A6WZ-01A	0 years, male, white, stage:'--, dead, 484 days	1408.9
TCGA-CN-5364-01A	0 years, male, white, stage:Stage IVA, dead, 493 days	1407.2
TCGA-CN-A63U-01A	0 years, male, white, stage:Stage IVA, alive, 964 days	1404.9
TCGA-UF-A7JC-01A	0 years, male, white, stage:Stage IVA, dead, 546 days	1404.9
TCGA-QK-AA3J-01A	0 years, male, black or african american, stage:Stage I, alive, 466 days	1404.9
TCGA-P3-A6T7-01A	0 years, male, white, stage:Stage IVA, dead, 487 days	1399.0
TCGA-CN-5369-01A	0 years, female, white, stage:Stage IVA, dead, 1 days	1395.9
TCGA-CV-A45Q-01A	0 years, female, white, stage:'--, dead, 5152 days	1394.0
TCGA-QK-A6IJ-01A	0 years, male, white, stage:Stage III, alive, 387 days	1388.6
TCGA-CQ-6227-01A	0 years, male, white, stage:Stage IVA, dead, 129 days	1388.3
TCGA-CQ-A4C6-01A	0 years, male, asian, stage:Stage II, alive, 1353 days	1386.2
TCGA-QK-A64Z-01A	0 years, female, white, stage:Stage IVA, dead, 641 days	1383.5
TCGA-BA-A6DG-01A	0 years, male, white, stage:'--, dead, 69 days	1383.0
TCGA-F7-A61V-01A	0 years, male, white, stage:Stage II, alive, 759 days	1380.2
TCGA-CV-7177-01A	0 years, female, white, stage:Stage II, dead, 663 days	1374.9
TCGA-CQ-7063-01A	0 years, female, white, stage:Stage I, alive, 2133 days	1374.4
TCGA-BA-6873-01A	0 years, male, white, stage:Stage IVA, alive, 122 days	1374.3
TCGA-KU-A6H7-01A	0 years, female, white, stage:Stage IVA, alive, 586 days	1373.9
TCGA-D6-8568-01A	0 years, male, white, stage:Stage II, alive, 759 days	1370.0
TCGA-H7-A76A-01A	0 years, male, white, stage:'--, alive, 637 days	1360.8
TCGA-HD-8634-01A	0 years, female, white, stage:Stage I, dead, 385 days	1360.5
TCGA-CN-6011-01A	0 years, male, white, stage:Stage IVA, alive, 933 days	1358.5
TCGA-CV-7178-01A	0 years, female, white, stage:Stage IVA, dead, 2166 days	1357.5
TCGA-CV-6936-01A	0 years, male, white, stage:Stage IVA, dead, 166 days	1356.7
TCGA-BB-8601-01A	0 years, male, black or african american, stage:Stage III, alive, 624 days	1345.2
TCGA-DQ-5629-01A	0 years, male, white, stage:'--, dead, 941 days	1344.0
TCGA-CN-6995-01A	0 years, male, white, stage:Stage IVA, dead, 112 days	1343.9
TCGA-F7-8489-01A	0 years, male, white, stage:Stage II, alive, 658 days	1343.5
TCGA-BA-A6DD-01A	0 years, male, black or african american, stage:Stage IVA, dead, 173 days	1342.4
TCGA-QK-A652-01A	0 years, male, white, stage:Stage III, alive, 645 days	1336.2
TCGA-CR-6492-01A	0 years, male, white, stage:Stage III, alive, 479 days	1321.6
TCGA-CN-6013-01A	0 years, male, white, stage:Stage IVA, dead, 727 days	1321.5
TCGA-UF-A7JA-01A	0 years, female, white, stage:Stage IVA, alive, 2265 days	1320.3
TCGA-CV-6961-01A	0 years, male, white, stage:Stage II, dead, 76 days	1318.9
TCGA-CV-6934-01A	0 years, female, white, stage:Stage IVA, dead, 65 days	1317.2
TCGA-CV-7435-01A	0 years, female, white, stage:Stage IVA, dead, 4680 days	1316.4
TCGA-CV-6938-01A	0 years, male, white, stage:Stage II, dead, 144 days	1309.5
TCGA-CQ-A4CG-01A	0 years, female, white, stage:Stage III, dead, 430 days	1307.1
TCGA-CN-A49C-01A	0 years, male, white, stage:'--, alive, 645 days	1305.3
TCGA-BA-5556-01A	0 years, female, white, stage:Stage II, alive, 725 days	1303.9
TCGA-CV-A45X-01A	0 years, male, white, stage:Stage IVA, dead, 198 days	1301.7
TCGA-CN-A6V3-01A	0 years, male, white, stage:Stage IVA, alive, 742 days	1300.9
TCGA-CV-7438-01A	0 years, female, white, stage:Stage I, dead, 194 days	1295.8
TCGA-D6-A6EO-01A	0 years, male, white, stage:Stage IVA, alive, 759 days	1289.5
TCGA-CV-7100-01A	0 years, male, white, stage:Stage III, dead, 274 days	1285.1
TCGA-D6-A74Q-01A	0 years, male, white, stage:Stage IVA, alive, 710 days	1275.3
TCGA-CN-A497-01A	0 years, male, stage:Stage III, alive, 1065 days	1272.9
TCGA-F7-A623-01A	0 years, male, white, stage:Stage IVA, alive, 616 days	1270.6
TCGA-CN-6018-01A	0 years, female, white, stage:Stage IVA, dead, 580 days	1257.9
TCGA-CR-6488-01A	0 years, female, white, stage:Stage II, alive, 379 days	1257.3
TCGA-HD-8224-01A	0 years, male, white, stage:Stage IVA, dead, 446 days	1257.0
TCGA-CN-4728-01A	0 years, male, white, stage:Stage IVA, alive, 1724 days	1253.8
TCGA-MT-A51X-01A	0 years, male, white, stage:Stage IVA, alive, 242 days	1251.3
TCGA-F7-A620-01A	0 years, male, white, stage:Stage III, alive, 543 days	1250.2
TCGA-CR-6474-01A	0 years, male, white, stage:Stage IVA, dead, 564 days	1249.8
TCGA-CV-A45T-01A	0 years, female, white, stage:'--, dead, 4856 days	1248.1
TCGA-CV-A45Z-01A	0 years, male, white, stage:'--, dead, 1466 days	1246.7
TCGA-CV-7433-01A	0 years, male, white, stage:Stage IVA, dead, 601 days	1246.4
TCGA-CQ-A4CH-01A	0 years, male, asian, stage:Stage II, dead, 379 days	1243.8
TCGA-UF-A7JO-01A	0 years, female, white, stage:Stage IVA, dead, 631 days	1242.4
TCGA-MT-A51W-01A	0 years, female, white, stage:Stage I, alive, 437 days	1237.3
TCGA-CV-A463-01A	0 years, female, white, stage:Stage IVA, dead, 23 days	1233.3
TCGA-CR-7397-01A	0 years, male, white, stage:Stage IVA, alive, 754 days	1230.5
TCGA-D6-A4ZB-01A	0 years, male, white, stage:Stage III, alive, 376 days	1228.9
TCGA-CR-7382-01A	0 years, male, white, stage:Stage IVA, alive, 796 days	1226.5
TCGA-CV-7104-01A	0 years, female, white, stage:Stage IVA, dead, 393 days	1225.9
TCGA-CV-6950-01A	0 years, male, white, stage:Stage IVA, dead, 459 days	1224.5
TCGA-CR-7395-01A	0 years, female, white, stage:Stage II, alive, 930 days	1224.1
TCGA-CQ-7068-01A	0 years, female, white, stage:Stage II, alive, 1309 days	1211.3
TCGA-QK-A6II-01A	0 years, male, white, stage:Stage IVA, dead, 284 days	1208.9
TCGA-BB-A5HY-01A	0 years, male, white, stage:Stage IVA, dead, 321 days	1201.6
TCGA-DQ-7592-01A	0 years, male, american indian or alaska native, stage:'--, alive, 1143 days	1201.1
TCGA-CV-5444-01A	0 years, male, black or african american, stage:Stage IVA, alive, 2437 days	1200.7
TCGA-CV-A461-01A	0 years, male, white, stage:'--, dead, 2064 days	1197.4
TCGA-CN-A63T-01A	0 years, male, white, stage:Stage IVA, alive, 225 days	1195.0
TCGA-BA-5152-01A	0 years, male, white, stage:Stage IVA, alive, 1288 days	1193.9
TCGA-IQ-7632-01A	0 years, female, white, stage:Stage IVA, alive, 441 days	1193.0
TCGA-IQ-A6SG-01A	0 years, female, white, stage:Stage III, alive, 579 days	1188.0
TCGA-CQ-7072-01A	0 years, male, white, stage:Stage II, alive, 2359 days	1186.4
TCGA-CV-6953-01A	0 years, female, white, stage:Stage III, dead, 1641 days	1182.9
TCGA-CN-6994-01A	0 years, male, white, stage:Stage IVA, alive, 1183 days	1182.6
TCGA-P3-A6T4-01A	0 years, male, white, stage:Stage IVA, dead, 62 days	1178.0
TCGA-CV-6933-01A	0 years, male, white, stage:Stage III, dead, 2741 days	1177.9
TCGA-CR-7388-01A	0 years, female, white, stage:'--, dead, 823 days	1171.2
TCGA-CN-A499-01A	0 years, female, white, stage:Stage II, alive, 717 days	1167.1
TCGA-BA-A4IG-01A	0 years, male, white, stage:'--, alive, 855 days	1166.3
TCGA-CV-7099-01A	0 years, female, white, stage:Stage II, dead, 243 days	1166.3
TCGA-UF-A71B-01A	0 years, male, white, stage:Stage IVA, alive, 1506 days	1154.6
TCGA-CV-A45P-01A	0 years, female, white, stage:Stage I, alive, 639 days	1154.6
TCGA-CR-6478-01A	0 years, female, white, stage:'--, dead, 183 days	1154.5
TCGA-CV-5442-01A	0 years, female, white, stage:Stage IVA, alive, 2327 days	1152.5
TCGA-BA-5557-01A	0 years, female, stage:Stage III, alive, 623 days	1150.6
TCGA-BA-A6DB-01A	0 years, female, white, stage:Stage I, alive, 216 days	1150.1
TCGA-CQ-5330-01A	0 years, female, white, stage:Stage IVA, alive, 1897 days	1149.9
TCGA-UF-A718-01A	0 years, male, white, stage:Stage IVA, alive, 1971 days	1146.6
TCGA-CV-A45R-01A	0 years, male, white, stage:Stage III, alive, 5480 days	1142.7
TCGA-CR-7401-01A	0 years, male, white, stage:Stage I, alive, 1077 days	1142.2
TCGA-BA-5555-01A	0 years, male, black or african american, stage:Stage IVA, alive, 520 days	1141.0
TCGA-CV-5434-01A	0 years, male, black or african american, stage:Stage IVA, dead, 3314 days	1135.3
TCGA-CN-4723-01A	0 years, male, white, stage:Stage IVA, alive, 1699 days	1128.4
TCGA-IQ-A61O-01A	0 years, male, white, stage:Stage IVA, dead, 421 days	1123.3
TCGA-CQ-A4CI-01A	0 years, male, white, stage:Stage III, alive, 950 days	1119.3
TCGA-CR-7364-01A	0 years, male, white, stage:Stage III, alive, 1435 days	1119.0
TCGA-HD-8314-01A	0 years, male, white, stage:Stage III, alive, 670 days	1114.6
TCGA-CN-6989-01A	0 years, male, white, stage:Stage IVA, dead, 980 days	1112.5
TCGA-CR-7377-01A	0 years, male, white, stage:Stage IVA, dead, 279 days	1109.8
TCGA-CR-7369-01A	0 years, male, white, stage:Stage IVA, dead, 1090 days	1105.1
TCGA-D6-A6EK-01A	0 years, male, white, stage:Stage III, alive, 875 days	1101.0
TCGA-CV-5978-01A	0 years, female, black or african american, stage:Stage IVB, dead, 215 days	1095.0
TCGA-CV-7097-01A	0 years, male, white, stage:Stage II, dead, 385 days	1094.5
TCGA-CN-4737-01A	0 years, male, white, stage:Stage IVA, alive, 625 days	1091.5
TCGA-BA-5558-01A	0 years, male, white, stage:'--, alive, 1995 days	1088.5
TCGA-CQ-6218-01A	0 years, female, white, stage:Stage IVA, alive, 1253 days	1086.4
TCGA-CN-4730-01A	0 years, male, white, stage:Stage IVA, alive, 817 days	1082.6
TCGA-RS-A6TP-01A	0 years, male, white, stage:Stage II, alive, 516 days	1072.9
TCGA-CV-6943-01A	0 years, male, white, stage:Stage III, dead, 602 days	1068.8
TCGA-P3-A5QF-01A	0 years, male, white, stage:Stage IVA, dead, 330 days	1066.5
TCGA-CQ-7071-01A	0 years, female, white, stage:Stage III, alive, 1311 days	1065.6
TCGA-CQ-6225-01A	0 years, male, white, stage:Stage III, dead, 403 days	1063.4
TCGA-CV-7238-01A	0 years, female, white, stage:Stage II, alive, 2727 days	1062.8
TCGA-CV-5435-01A	0 years, male, white, stage:Stage IVA, dead, 2319 days	1062.7
TCGA-CR-7404-01A	0 years, male, white, stage:'--, alive, 1472 days	1062.5
TCGA-H7-7774-01A	0 years, female, white, stage:Stage IVA, alive, 407 days	1052.9
TCGA-MT-A67A-01A	0 years, female, white, stage:Stage I, alive, 914 days	1050.8
TCGA-CR-7383-01A	0 years, female, white, stage:Stage I, dead, 521 days	1050.3
TCGA-CV-5440-01A	0 years, male, white, stage:Stage IVA, alive, 3270 days	1048.6
TCGA-BB-A6UM-01A	0 years, male, white, stage:Stage III, alive, 393 days	1048.1
TCGA-UF-A7JH-01A	0 years, male, black or african american, stage:Stage IVA, alive, 896 days	1046.4
TCGA-F7-A50G-01A	0 years, male, white, stage:Stage III, alive, 616 days	1046.1
TCGA-BA-A4IF-01A	0 years, male, white, stage:'--, alive, 895 days	1044.5
TCGA-CV-6937-01A	0 years, male, white, stage:Stage II, dead, 624 days	1043.6
TCGA-CR-7379-01A	0 years, female, white, stage:Stage IVA, alive, 1036 days	1043.2
TCGA-CQ-5332-01A	0 years, male, white, stage:Stage III, dead, 317 days	1039.6
TCGA-CV-5439-01A	0 years, male, white, stage:Stage IVA, dead, 546 days	1036.0
TCGA-CR-6484-01A	0 years, female, asian, stage:Stage IVA, alive, 354 days	1034.7
TCGA-CV-7428-01A	0 years, male, white, stage:Stage IVA, dead, 1671 days	1031.5
TCGA-HD-7831-01A	0 years, male, white, stage:Stage IVA, alive, 667 days	1028.8
TCGA-CR-6471-01A	0 years, male, white, stage:Stage IVA, dead, 1202 days	1027.9
TCGA-CR-6473-01A	0 years, male, white, stage:'--, alive, 1125 days	1027.6
TCGA-CQ-6224-01A	0 years, male, white, stage:Stage IVA, alive, 1721 days	1023.0
TCGA-CN-5370-01A	0 years, male, white, stage:Stage III, dead, 259 days	1020.1
TCGA-CV-7568-01A	0 years, female, white, stage:Stage IVA, dead, 927 days	1010.6
TCGA-CV-7103-01A	0 years, male, white, stage:Stage IVA, dead, 1591 days	1005.2
TCGA-F7-7848-01A	0 years, male, white, stage:Stage IVA, alive, 1131 days	1005.0
TCGA-QK-AA3K-01A	0 years, male, black or african american, stage:Stage IVA, alive, 253 days	1002.9
TCGA-CN-A641-01A	0 years, male, white, stage:Stage IVA, alive, 367 days	1002.0
TCGA-CQ-A4C9-01A	0 years, male, stage:Stage III, alive, 707 days	1001.8
TCGA-CV-7248-01A	0 years, female, black or african american, stage:Stage IVA, dead, 521 days	999.8
TCGA-P3-A6T6-01A	0 years, male, white, stage:Stage IVA, dead, 395 days	996.8
TCGA-D6-6825-01A	0 years, male, white, stage:Stage I, alive, 491 days	990.6
TCGA-CV-7421-01A	0 years, male, white, stage:Stage IVA, dead, 2 days	987.5
TCGA-CQ-6223-01A	0 years, male, white, stage:Stage II, alive, 1428 days	978.8
TCGA-CV-7101-01A	0 years, male, white, stage:Stage II, dead, 160 days	977.4
TCGA-CR-7386-01A	0 years, male, white, stage:Stage IVA, alive, 1430 days	975.4
TCGA-CN-6992-01A	0 years, male, white, stage:Stage IVA, alive, 1066 days	972.0
TCGA-BA-A6DA-01A	0 years, female, white, stage:Stage IVA, alive, 351 days	968.2
TCGA-QK-A8ZA-01A	0 years, male, black or african american, stage:'--, dead, 371 days	963.0
TCGA-CV-A468-01A	0 years, male, stage:Stage IVA, dead, 464 days	962.1
TCGA-CV-A465-01A	0 years, male, white, stage:Stage III, dead, 215 days	959.8
TCGA-BB-4217-01A	0 years, male, black or african american, stage:Stage IVA, alive, 187 days	957.7
TCGA-CV-7183-01A	0 years, male, white, stage:Stage II, alive, 3981 days	954.9
TCGA-CQ-6219-01A	0 years, female, white, stage:Stage IVA, dead, 479 days	954.4
TCGA-CV-7427-01A	0 years, female, white, stage:Stage II, dead, 4760 days	952.6
TCGA-UP-A6WW-01A	0 years, male, white, stage:'--, alive, 518 days	952.5
TCGA-CN-6010-01A	0 years, male, white, stage:Stage IVA, alive, 1523 days	946.3
TCGA-UF-A71A-01A	0 years, male, white, stage:Stage IVA, dead, 86 days	944.3
TCGA-CV-5432-01A	0 years, male, white, stage:Stage III, alive, 3930 days	941.0
TCGA-CV-7446-01A	0 years, male, white, stage:Stage IVA, dead, 1093 days	940.8
TCGA-CN-6997-01A	0 years, male, white, stage:Stage IVA, dead, 988 days	938.1
TCGA-CV-6951-01A	0 years, male, white, stage:Stage IVA, dead, 915 days	931.5
TCGA-CX-7082-01A	0 years, male, white, stage:Stage IVA, dead, 11 days	930.3
TCGA-CN-4742-01A	0 years, female, white, stage:Stage IVA, dead, 397 days	925.7
TCGA-CX-7219-01A	0 years, male, black or african american, stage:Stage IVA, alive, 1045 days	924.1
TCGA-CN-5359-01A	0 years, male, white, stage:Stage IVA, dead, 377 days	919.2
TCGA-UF-A7JS-01A	0 years, male, white, stage:Stage IVA, dead, 680 days	915.0
TCGA-BB-A5HZ-01A	0 years, male, white, stage:Stage IVA, alive, 827 days	914.8
TCGA-CQ-6229-01A	0 years, male, white, stage:Stage II, alive, 1179 days	913.2
TCGA-D6-6516-01A	0 years, male, white, stage:Stage I, alive, 773 days	911.6
TCGA-UF-A719-01A	0 years, male, stage:Stage II, alive, 1663 days	907.5
TCGA-CV-A45V-01A	0 years, female, white, stage:Stage IVA, dead, 32 days	900.3
TCGA-D6-6515-01A	0 years, female, white, stage:Stage II, dead, 403 days	898.4
TCGA-CX-7086-01A	0 years, male, black or african american, stage:Stage III, alive, 573 days	891.9
TCGA-T3-A92M-01A	0 years, male, black or african american, stage:Stage IVA, alive, 417 days	888.1
TCGA-CV-7411-01A	0 years, female, white, stage:Stage IVA, dead, 2717 days	886.8
TCGA-CQ-6220-01A	0 years, male, white, stage:Stage III, dead, 985 days	881.4
TCGA-CR-5249-01A	0 years, female, white, stage:Stage II, alive, 1152 days	876.8
TCGA-CV-A45U-01A	0 years, male, white, stage:Stage IVA, dead, 1079 days	876.3
TCGA-CV-7261-01A	0 years, male, white, stage:Stage IVA, alive, 1512 days	873.9
TCGA-CV-6955-01A	0 years, female, white, stage:Stage II, dead, 334 days	870.5
TCGA-CN-4729-01A	0 years, male, white, stage:Stage III, alive, 392 days	869.0
TCGA-CQ-6228-01A	0 years, female, white, stage:Stage IVA, dead, 456 days	865.7
TCGA-MZ-A6I9-01A	0 years, male, white, stage:'--, dead, 489 days	862.6
TCGA-QK-A6VC-01A	0 years, female, black or african american, stage:Stage IVA, alive, 600 days	856.6
TCGA-BA-A6DL-01A	0 years, male, white, stage:'--, alive, 623 days	856.2
TCGA-BA-4076-01A	0 years, male, white, stage:'--, dead, 415 days	853.4
TCGA-C9-A47Z-01A	0 years, female, asian, stage:Stage III, dead, 191 days	852.3
TCGA-CR-7380-01A	0 years, male, white, stage:Stage IVB, dead, 606 days	851.3
TCGA-CR-7393-01A	0 years, male, white, stage:Stage III, alive, 993 days	848.1
TCGA-CV-5441-01A	0 years, male, white, stage:Stage IVA, alive, 2886 days	846.7
TCGA-BA-5151-01A	0 years, male, white, stage:Stage IVA, alive, 722 days	846.1
TCGA-CN-A6V6-01A	0 years, male, white, stage:Stage IVA, alive, 635 days	823.7
TCGA-CV-A6JE-01A	0 years, male, white, stage:'--, alive, 1075 days	814.8
TCGA-CV-6940-01A	0 years, female, white, stage:Stage III, dead, 804 days	812.3
TCGA-CN-6996-01A	0 years, female, white, stage:Stage IVA, dead, 530 days	808.9
TCGA-CR-7370-01A	0 years, female, white, stage:'--, alive, 105 days	807.7
TCGA-CN-4736-01A	0 years, female, white, stage:'--, dead, 395 days	806.5
TCGA-CV-7242-01A	0 years, female, white, stage:Stage II, alive, 1095 days	803.9
TCGA-WA-A7H4-01A	0 years, male, white, stage:Stage II, alive, 443 days	800.3
TCGA-CV-5970-01A	0 years, male, white, stage:Stage IVA, dead, 406 days	791.3
TCGA-CV-7410-01A	0 years, male, white, stage:Stage III, dead, 6417 days	788.6
TCGA-CQ-6221-01A	0 years, male, white, stage:'--, alive, 1000 days	787.4
TCGA-CV-6941-01A	0 years, male, white, stage:Stage III, dead, 342 days	787.3
TCGA-KU-A6H8-01A	0 years, male, white, stage:Stage IVA, dead, 327 days	785.8
TCGA-CN-6024-01A	0 years, male, white, stage:Stage IVA, dead, 337 days	782.3
TCGA-CV-5971-01A	0 years, male, white, stage:Stage IVA, alive, 701 days	778.0
TCGA-CQ-5325-01A	0 years, male, white, stage:Stage I, dead, 654 days	775.9
TCGA-CN-5355-01A	0 years, male, black or african american, stage:Stage IVA, alive, 1278 days	771.2
TCGA-CN-6019-01A	0 years, male, white, stage:Stage IVA, alive, 1038 days	771.1
TCGA-CQ-6222-01A	0 years, male, white, stage:Stage IVA, alive, 2016 days	769.5
TCGA-CV-A6JU-01A	0 years, female, white, stage:Stage IVB, alive, 110 days	768.4
TCGA-CX-7085-01A	0 years, female, white, stage:Stage I, alive, 321 days	764.4
TCGA-CR-7376-01A	0 years, male, white, stage:Stage III, alive, 972 days	762.2
TCGA-CQ-5331-01A	0 years, female, white, stage:'--, alive, 1399 days	761.4
TCGA-CV-7422-01A	0 years, female, white, stage:Stage IVA, dead, 1037 days	759.1
TCGA-CV-7425-01A	0 years, female, white, stage:Stage III, dead, 1718 days	758.7
TCGA-P3-A6SW-01A	0 years, male, white, stage:Stage IVB, alive, 1120 days	757.6
TCGA-D6-A6EP-01A	0 years, male, white, stage:Stage III, alive, 424 days	757.2
TCGA-QK-A8ZB-01A	0 years, male, black or african american, stage:Stage IVA, alive, 542 days	756.1
TCGA-CR-7371-01A	0 years, female, white, stage:Stage III, dead, 94 days	755.5
TCGA-CQ-5323-01A	0 years, male, white, stage:Stage I, alive, 1466 days	755.1
TCGA-CR-7385-01A	0 years, male, white, stage:'--, alive, 997 days	754.2
TCGA-QK-A8Z8-01A	0 years, female, black or african american, stage:Stage IVC, dead, 171 days	752.3
TCGA-CV-7406-01A	0 years, male, white, stage:Stage II, dead, 1748 days	742.6
TCGA-CN-6016-01A	0 years, male, white, stage:Stage IVA, alive, 1443 days	741.9
TCGA-CV-A6JZ-01A	0 years, male, white, stage:Stage II, alive, 714 days	741.7
TCGA-CV-7418-01A	0 years, male, black or african american, stage:Stage IVA, dead, 789 days	732.5
TCGA-CV-A45Y-01A	0 years, male, american indian or alaska native, stage:Stage IVA, dead, 2703 days	732.0
TCGA-CV-A6K1-01A	0 years, male, white, stage:Stage IVA, alive, 685 days	731.2
TCGA-CV-A460-01A	0 years, male, white, stage:'--, dead, 1838 days	730.9
TCGA-CN-4739-01A	0 years, male, white, stage:Stage IVA, dead, 1394 days	729.7
TCGA-D6-A6ES-01A	0 years, male, white, stage:Stage IVA, alive, 389 days	727.8
TCGA-CV-6954-01A	0 years, male, black or african american, stage:Stage IVA, dead, 2002 days	725.6
TCGA-CV-7424-01A	0 years, male, asian, stage:Stage IVA, dead, 453 days	719.1
TCGA-WA-A7GZ-01A	0 years, male, white, stage:'--, dead, 625 days	718.3
TCGA-CR-7368-01A	0 years, male, white, stage:Stage IVA, alive, 1245 days	718.2
TCGA-CR-7391-01A	0 years, female, white, stage:Stage I, alive, 913 days	716.4
TCGA-CV-6939-01A	0 years, male, white, stage:Stage IVA, dead, 666 days	710.8
TCGA-HD-7754-01A	0 years, male, white, stage:Stage IVA, alive, 783 days	709.5
TCGA-CR-7402-01A	0 years, male, white, stage:'--, alive, 911 days	708.1
TCGA-CV-5431-01A	0 years, male, white, stage:Stage IVA, dead, 522 days	702.7
TCGA-UF-A7JJ-01A	0 years, male, stage:Stage IVA, alive, 549 days	701.7
TCGA-CN-5373-01A	0 years, female, white, stage:Stage I, alive, 1584 days	701.3
TCGA-BA-A6D8-01A	0 years, male, black or african american, stage:Stage IVA, alive, 850 days	697.3
TCGA-QK-A8Z7-01A	0 years, male, black or african american, stage:Stage IVA, alive, 392 days	688.0
TCGA-CN-6022-01A	0 years, male, white, stage:Stage IVA, dead, 281 days	677.5
TCGA-CN-4740-01A	0 years, female, white, stage:Stage IVA, dead, 839 days	675.1
TCGA-MT-A67D-01A	0 years, male, white, stage:Stage II, alive, 56 days	673.0
TCGA-F7-A624-01A	0 years, male, white, stage:Stage II, alive, 378 days	668.6
TCGA-CN-4741-01A	0 years, male, white, stage:Stage IVA, alive, 2239 days	666.3
TCGA-TN-A7HL-01A	0 years, male, white, stage:Stage IVA, alive, 619 days	653.0
TCGA-BA-A8YP-01A	0 years, male, black or african american, stage:Stage IVB, alive, 499 days	644.2
TCGA-D6-6824-01A	0 years, male, white, stage:Stage IVA, alive, 77 days	643.8
TCGA-CR-7367-01A	0 years, male, white, stage:Stage IVA, alive, 1440 days	642.6
TCGA-CR-7389-01A	0 years, male, black or african american, stage:'--, alive, 392 days	639.7
TCGA-CR-7392-01A	0 years, female, white, stage:Stage IVA, alive, 1425 days	632.5
TCGA-BA-A4II-01A	0 years, male, white, stage:Stage II, alive, 918 days	629.6
TCGA-CN-4726-01A	0 years, male, white, stage:Stage IVA, dead, 142 days	627.6
TCGA-CV-6962-01A	0 years, male, white, stage:Stage IVA, dead, 126 days	625.2
TCGA-BB-4224-01A	0 years, male, white, stage:Stage IVA, alive, 278 days	622.5
TCGA-CN-4722-01A	0 years, female, white, stage:Stage II, alive, 1483 days	598.1
TCGA-QK-A6V9-01A	0 years, male, white, stage:Stage II, alive, 833 days	591.2
TCGA-CR-7394-01A	0 years, male, white, stage:Stage IVA, alive, 1346 days	589.6
TCGA-P3-A5QE-01A	0 years, male, white, stage:Stage III, alive, 1559 days	567.0
TCGA-CN-5358-01A	0 years, male, white, stage:Stage II, dead, 261 days	548.2
TCGA-CR-6481-01A	0 years, male, white, stage:'--, alive, 311 days	546.6
TCGA-T2-A6X0-01A	0 years, male, white, stage:'--, alive, 216 days	540.1
TCGA-CV-6433-01A	0 years, male, white, stage:Stage II, alive, 641 days	520.6
TCGA-BA-4078-01A	0 years, male, white, stage:'--, dead, 276 days	510.3
TCGA-CR-7372-01A	0 years, male, white, stage:Stage I, alive, 759 days	506.5
TCGA-BA-A4IH-01A	0 years, male, white, stage:'--, alive, 622 days	505.9
TCGA-CN-A6V7-01A	0 years, male, white, stage:Stage IVA, alive, 594 days	500.2
TCGA-MZ-A5BI-01A	0 years, male, white, stage:'--, dead, 217 days	497.7
TCGA-CV-6441-01A	0 years, male, white, stage:Stage III, dead, 292 days	496.2
TCGA-CV-7263-01A	0 years, male, black or african american, stage:Stage II, dead, 560 days	487.5
TCGA-CV-A45O-01A	0 years, male, white, stage:'--, alive, 851 days	486.4
TCGA-CR-5243-01A	0 years, male, white, stage:'--, alive, 2562 days	479.6
TCGA-IQ-A61I-01A	0 years, male, black or african american, stage:Stage IVA, dead, 2 days	479.5
TCGA-CV-A6JY-01A	0 years, male, white, stage:Stage IVA, alive, 646 days	478.9
TCGA-CR-6482-01A	0 years, male, black or african american, stage:'--, alive, 345 days	474.1
TCGA-IQ-7631-01A	0 years, female, white, stage:Stage II, alive, 1172 days	467.6
TCGA-CR-5248-01A	0 years, male, white, stage:'--, alive, 1663 days	460.2
TCGA-CR-5250-01A	0 years, male, white, stage:'--, alive, 799 days	458.2
TCGA-CV-7254-01A	0 years, male, white, stage:Stage II, dead, 1459 days	444.7
TCGA-KU-A66S-01A	0 years, female, white, stage:Stage III, dead, 406 days	440.6
TCGA-CV-7414-01A	0 years, male, white, stage:Stage IVA, dead, 14 days	437.3
TCGA-CN-6017-01A	0 years, male, white, stage:Stage IVA, dead, 853 days	427.1
TCGA-CN-6012-01A	0 years, male, white, stage:Stage IVA, alive, 1460 days	422.5
TCGA-CQ-A4CE-01A	0 years, female, stage:Stage II, alive, 897 days	419.5
TCGA-QK-A6VB-01A	0 years, male, white, stage:Stage IVA, alive, 641 days	413.6
TCGA-CR-7374-01A	0 years, female, white, stage:'--, alive, 30 days	406.7
TCGA-CR-6480-01A	0 years, male, white, stage:'--, alive, 362 days	400.5
TCGA-CN-5360-01A	0 years, male, white, stage:Stage IVA, alive, 2169 days	399.2
TCGA-P3-A5Q5-01A	0 years, male, white, stage:Stage IVA, alive, 910 days	396.4
TCGA-CN-4733-01A	0 years, male, white, stage:Stage III, alive, 1586 days	389.6
TCGA-CN-6021-01A	0 years, female, white, stage:'--, dead, 276 days	384.1
TCGA-BA-5153-01A	0 years, male, white, stage:'--, dead, 1762 days	368.7
TCGA-CR-7399-01A	0 years, female, white, stage:Stage IVA, alive, 181 days	364.2
TCGA-CX-A4AQ-01A	0 years, male, white, stage:Stage IVA, alive, 1555 days	353.1
TCGA-CN-6023-01A	0 years, male, white, stage:Stage IVA, alive, 1584 days	351.1
TCGA-CN-A6UY-01A	0 years, male, white, stage:Stage IVA, alive, 713 days	347.5
TCGA-CN-4735-01A	0 years, male, white, stage:Stage IVA, alive, 1737 days	344.3
TCGA-CV-6948-01A	0 years, female, white, stage:Stage IVB, dead, 1289 days	334.7
TCGA-BB-4223-01A	0 years, male, white, stage:Stage IVA, alive, 3221 days	331.8
TCGA-D6-6827-01A	0 years, female, white, stage:Stage I, alive, 568 days	316.2
TCGA-BB-4228-01A	0 years, male, white, stage:Stage III, alive, 559 days	310.7
TCGA-DQ-7591-01A	0 years, male, white, stage:'--, alive, 622 days	295.9
TCGA-CR-6467-01A	0 years, male, white, stage:Stage III, alive, 1777 days	288.0
TCGA-TN-A7HI-01A	0 years, male, white, stage:Stage IVA, alive, 412 days	271.5
TCGA-CV-5443-01A	0 years, male, black or african american, stage:Stage III, alive, 2784 days	269.6
TCGA-CR-6472-01A	0 years, male, white, stage:'--, alive, 1050 days	257.9
TCGA-BA-5559-01A	0 years, male, white, stage:'--, dead, 2083 days	244.8
TCGA-CV-A45W-01A	0 years, male, white, stage:Stage II, dead, 1398 days	239.6
TCGA-QK-A6IF-01A	0 years, male, white, stage:'--, alive, 704 days	228.7
TCGA-BA-6871-01A	0 years, male, white, stage:'--, dead, 108 days	184.8
TCGA-CR-6470-01A	0 years, male, white, stage:Stage II, alive, 1521 days	175.2
TCGA-HD-A634-01A	0 years, male, white, stage:Stage IVA, dead, 130 days	135.7
TCGA-BB-4225-01A	0 years, male, white, stage:'--, alive, 146 days	100.9
TCGA-CR-6487-01A	0 years, male, white, stage:Stage I, alive, 234 days	81.5
TCGA-CV-5430-01A	0 years, male, white, stage:Stage IVA, alive, 4241 days	76.9
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HEAD AND NECK SQUAMOUS CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

183

Samples

Sample ID	Sample type	nRPX
CPT0163740003	Tumor	0.9
CPT0163720003	Normal	0.7
CPT0246540003	Tumor	0.7
CPT0241980004	Tumor	0.7
CPT0194960003	Tumor	0.6
CPT0245550003	Tumor	0.6
C3N-02693-06	Normal	0.6
CPT0199700003	Tumor	0.6
CPT0195880003	Normal	0.5
CPT0008960003	Normal	0.5
CPT0245010003	Tumor	0.4
CPT0094350004	Tumor	0.4
CPT0011320003	Normal	0.4
CPT0222360003	Tumor	0.4
CPT0123260003	Tumor	0.4
CPT0226130003	Tumor	0.4
CPT0013250003	Normal	0.3
CPT0245020003	Normal	0.3
CPT0177010003	Tumor	0.3
CPT0199890003	Normal	0.3
CPT0245180003	Tumor	0.3
CPT0011290003	Tumor	0.3
CPT0245730003	Tumor	0.3
CPT0237130004	Tumor	0.2
CPT0235920003	Normal	0.2
CPT0237150003	Normal	0.2
CPT0246670003	Tumor	0.2
CPT0163490003	Normal	0.2
CPT0169920003	Normal	0.2
CPT0278700002	Normal	0.2
CPT0226450003	Normal	0.2
CPT0013030003	Normal	0.2
CPT0237640003	Normal	0.2
CPT0194420003	Tumor	0.2
CPT0177220003	Normal	0.2
CPT0008930003	Tumor	0.2
CPT0226090003	Normal	0.2
CPT0094490004	Tumor	0.2
CPT0008630003	Tumor	0.2
CPT0123190003	Normal	0.2
CPT0220620003	Normal	0.2
CPT0095040003	Tumor	0.2
CPT0094560004	Tumor	0.1
CPT0248520003	Tumor	0.1
CPT0169740004	Normal	0.1
CPT0194800003	Normal	0.1
CPT0163250003	Normal	0.1
CPT0163020003	Normal	0.1
CPT0163610003	Normal	0.1
CPT0194250003	Tumor	0.1
CPT0236870003	Normal	0.1
CPT0226340003	Tumor	0.1
CPT0223450003	Tumor	0.1
CPT0199820003	Tumor	0.1
CPT0011130005	Tumor	0.1
CPT0245140003	Normal	0.1
CPT0196210003	Tumor	0.1
CPT0245190003	Normal	0.1
CPT0199830003	Normal	0.1
CPT0088010003	Normal	0.1
CPT0123280003	Normal	0.1
CPT0248330003	Tumor	0.1
CPT0176770003	Tumor	0.1
CPT0163430003	Normal	0.0
CPT0163410003	Tumor	0.0
CPT0237480004	Tumor	0.0
CPT0226400003	Normal	0.0
CPT0169640003	Tumor	0.0
CPT0177200003	Tumor	0.0
CPT0163600003	Tumor	0.0
CPT0123180003	Tumor	0.0
CPT0229220002	Normal	0.0
CPT0207870004	Tumor	0.0
CPT0196040003	Tumor	0.0
CPT0013460003	Normal	0.0
CPT0235910003	Tumor	0.0
CPT0223460003	Normal	0.0
CPT0235460003	Tumor	0.0
CPT0237500003	Normal	0.0
C3N-04276-06	Normal	0.0
CPT0242000004	Normal	0.0
CPT0236620003	Tumor	0.0
CPT0281470002	Normal	0.0
CPT0008520008	Tumor	0.0
CPT0237620004	Tumor	0.0
CPT0245500003	Tumor	0.0
CPT0235470002	Normal	0.0
CPT0226270003	Normal	0.0
CPT0162890003	Tumor	-0.1
CPT0163860003	Normal	-0.1
CPT0094420004	Tumor	-0.1
CPT0169730003	Tumor	-0.1
C3N-01758-04	Normal	-0.1
CPT0245460003	Normal	-0.1
CPT0196060003	Normal	-0.1
CPT0248350003	Normal	-0.1
CPT0024810003	Tumor	-0.1
CPT0169890003	Tumor	-0.1
CPT0195700003	Normal	-0.1
CPT0245410003	Normal	-0.1
CPT0226350003	Normal	-0.1
CPT0199880003	Tumor	-0.1
CPT0013430003	Tumor	-0.1
CPT0190850003	Tumor	-0.1
C3N-00857-05	Normal	-0.1
CPT0243090003	Tumor	-0.1
CPT0088060004	Tumor	-0.1
CPT0226390003	Tumor	-0.1
CPT0245060004	Tumor	-0.1
CPT0163840003	Tumor	-0.1
C3N-01859-04	Normal	-0.2
CPT0163340003	Tumor	-0.2
CPT0163480003	Tumor	-0.2
CPT0236640003	Normal	-0.2
CPT0184530003	Tumor	-0.2
CPT0163800003	Normal	-0.2
CPT0177390003	Tumor	-0.2
CPT0162940003	Tumor	-0.2
CPT0194260003	Normal	-0.2
CPT0094280004	Tumor	-0.2
CPT0163170003	Normal	-0.2
C3N-04279-05	Normal	-0.2
CPT0088080003	Normal	-0.2
CPT0087990003	Tumor	-0.2
CPT0162990004	Tumor	-0.2
CPT0094580003	Normal	-0.2
CPT0195860003	Tumor	-0.2
CPT0199710003	Normal	-0.2
CPT0013000004	Tumor	-0.2
CPT0013210004	Tumor	-0.2
CPT0084650004	Normal	-0.3
CPT0163650003	Tumor	-0.3
CPT0088430003	Normal	-0.3
CPT0245130003	Tumor	-0.3
CPT0245450003	Tumor	-0.3
CPT0088410003	Tumor	-0.3
CPT0226440003	Tumor	-0.3
CPT0245600003	Tumor	-0.4
CPT0245560003	Normal	-0.4
CPT0222200003	Normal	-0.4
CPT0201830004	Tumor	-0.4
CPT0163790003	Tumor	-0.4
CPT0256560003	Tumor	-0.4
C3N-00295-05	Normal	-0.4
CPT0163160003	Tumor	-0.4
CPT0245300003	Tumor	-0.4
CPT0201860004	Normal	-0.4
CPT0220610003	Tumor	-0.5
CPT0245680003	Tumor	-0.5
CPT0087820003	Tumor	-0.5
C3N-01620-05	Normal	-0.5
CPT0177710003	Tumor	-0.5
CPT0226030003	Tumor	-0.5
CPT0195680003	Tumor	-0.5
CPT0163530003	Tumor	-0.5
CPT0127050003	Tumor	-0.5
CPT0163240003	Tumor	-0.5
C3N-04275-05	Normal	-0.5
CPT0190860003	Normal	-0.6
CPT0261520003	Tumor	-0.6
CPT0013130003	Tumor	-0.6
CPT0243140004	Normal	-0.6
CPT0226250004	Tumor	-0.6
CPT0245630003	Tumor	-0.7
CPT0244940004	Tumor	-0.7
CPT0246620003	Tumor	-0.7
CPT0250310003	Tumor	-0.7
CPT0236850004	Tumor	-0.7
CPT0194790003	Tumor	-0.7
CPT0245400003	Tumor	-0.7
CPT0244890004	Tumor	-0.8
CPT0245230004	Tumor	-0.8
CPT0223970003	Tumor	-0.8
CPT0163090003	Tumor	-0.9
CPT0246590003	Tumor	-0.9
CPT0222180003	Tumor	-1.0
CPT0084630009	Tumor	-1.0
CPT0163910003	Tumor	-1.0
CPT0245350003	Tumor	-1.1
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 HPA003340	Antibody CAB025484
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
Squamous cell carcinoma, NOS Squamous cell carcinoma, metastatic, NOS