Expression of RPS15A 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

RPS15A is not prognostic in Head and Neck Squamous Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 1368.01

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

1676.6

Number of samples

492

Samples

Sample	Description	TPM
TCGA-D6-A6EP-01A	0 years, male, white, stage:Stage III, alive, 424 days	6370.5
TCGA-BA-4075-01A	0 years, male, black or african american, stage:Stage III, dead, 283 days	5870.7
TCGA-BA-A6D8-01A	0 years, male, black or african american, stage:Stage IVA, alive, 850 days	5392.6
TCGA-BA-4074-01A	0 years, male, white, stage:Stage IVA, dead, 462 days	5061.4
TCGA-HD-A634-01A	0 years, male, white, stage:Stage IVA, dead, 130 days	4145.5
TCGA-CR-6472-01A	0 years, male, white, stage:'--, alive, 1050 days	4074.3
TCGA-QK-A6II-01A	0 years, male, white, stage:Stage IVA, dead, 284 days	3830.4
TCGA-CN-4730-01A	0 years, male, white, stage:Stage IVA, alive, 817 days	3823.5
TCGA-BB-4228-01A	0 years, male, white, stage:Stage III, alive, 559 days	3453.8
TCGA-CV-6962-01A	0 years, male, white, stage:Stage IVA, dead, 126 days	3426.0
TCGA-D6-6827-01A	0 years, female, white, stage:Stage I, alive, 568 days	3380.3
TCGA-CV-5439-01A	0 years, male, white, stage:Stage IVA, dead, 546 days	3376.2
TCGA-CQ-6225-01A	0 years, male, white, stage:Stage III, dead, 403 days	3352.9
TCGA-CV-6948-01A	0 years, female, white, stage:Stage IVB, dead, 1289 days	3307.7
TCGA-CQ-5332-01A	0 years, male, white, stage:Stage III, dead, 317 days	3185.2
TCGA-MT-A7BN-01A	0 years, male, white, stage:Stage IVA, alive, 469 days	3173.2
TCGA-TN-A7HL-01A	0 years, male, white, stage:Stage IVA, alive, 619 days	3121.9
TCGA-F7-A624-01A	0 years, male, white, stage:Stage II, alive, 378 days	3098.6
TCGA-CR-7398-01A	0 years, female, white, stage:Stage II, alive, 156 days	3059.6
TCGA-CN-A642-01A	0 years, male, white, stage:Stage IVB, dead, 82 days	3000.4
TCGA-UF-A7JH-01A	0 years, male, black or african american, stage:Stage IVA, alive, 896 days	2911.6
TCGA-CV-7440-01A	0 years, male, white, stage:Stage II, dead, 675 days	2883.3
TCGA-MZ-A7D7-01A	0 years, male, white, stage:Stage IVA, alive, 547 days	2868.3
TCGA-CX-A4AQ-01A	0 years, male, white, stage:Stage IVA, alive, 1555 days	2828.8
TCGA-D6-A6EN-01A	0 years, male, white, stage:Stage III, alive, 687 days	2818.0
TCGA-P3-A6T6-01A	0 years, male, white, stage:Stage IVA, dead, 395 days	2797.3
TCGA-BA-6869-01A	0 years, male, white, stage:Stage III, alive, 644 days	2790.6
TCGA-CN-A49A-01A	0 years, male, white, stage:Stage IVB, dead, 526 days	2755.1
TCGA-QK-A6IF-01A	0 years, male, white, stage:'--, alive, 704 days	2747.7
TCGA-CV-A6JD-01A	0 years, female, white, stage:'--, dead, 182 days	2746.2
TCGA-KU-A66S-01A	0 years, female, white, stage:Stage III, dead, 406 days	2743.6
TCGA-CV-A45Q-01A	0 years, female, white, stage:'--, dead, 5152 days	2737.6
TCGA-TN-A7HI-01A	0 years, male, white, stage:Stage IVA, alive, 412 days	2716.5
TCGA-QK-A8Z7-01A	0 years, male, black or african american, stage:Stage IVA, alive, 392 days	2713.7
TCGA-CV-6441-01A	0 years, male, white, stage:Stage III, dead, 292 days	2700.7
TCGA-T3-A92N-01A	0 years, male, black or african american, stage:Stage IVA, dead, 95 days	2686.7
TCGA-F7-A61V-01A	0 years, male, white, stage:Stage II, alive, 759 days	2670.3
TCGA-CN-A497-01A	0 years, male, stage:Stage III, alive, 1065 days	2660.5
TCGA-H7-8501-01A	0 years, male, white, stage:Stage IVA, alive, 461 days	2644.9
TCGA-BB-8601-01A	0 years, male, black or african american, stage:Stage III, alive, 624 days	2625.2
TCGA-T2-A6WZ-01A	0 years, male, white, stage:'--, dead, 484 days	2606.3
TCGA-CV-7254-01A	0 years, male, white, stage:Stage II, dead, 1459 days	2604.2
TCGA-CQ-6228-01A	0 years, female, white, stage:Stage IVA, dead, 456 days	2592.3
TCGA-CQ-5329-01A	0 years, female, white, stage:Stage II, alive, 2143 days	2559.6
TCGA-CV-A6K1-01A	0 years, male, white, stage:Stage IVA, alive, 685 days	2554.7
TCGA-UF-A7JF-01A	0 years, male, white, stage:Stage IVA, alive, 1686 days	2533.7
TCGA-QK-A8ZA-01A	0 years, male, black or african american, stage:'--, dead, 371 days	2531.2
TCGA-DQ-7588-01A	0 years, male, white, stage:'--, dead, 427 days	2526.5
TCGA-BA-4076-01A	0 years, male, white, stage:'--, dead, 415 days	2522.5
TCGA-D6-6823-01A	0 years, male, white, stage:Stage II, alive, 701 days	2504.9
TCGA-CV-5440-01A	0 years, male, white, stage:Stage IVA, alive, 3270 days	2502.1
TCGA-BB-4223-01A	0 years, male, white, stage:Stage IVA, alive, 3221 days	2462.8
TCGA-CV-7253-01A	0 years, male, black or african american, stage:Stage IVA, dead, 361 days	2447.2
TCGA-CQ-7072-01A	0 years, male, white, stage:Stage II, alive, 2359 days	2412.2
TCGA-CN-4731-01A	0 years, female, white, stage:Stage IVA, dead, 998 days	2396.0
TCGA-D6-A6ES-01A	0 years, male, white, stage:Stage IVA, alive, 389 days	2351.6
TCGA-CV-A6JM-01A	0 years, male, white, stage:'--, dead, 194 days	2339.2
TCGA-UF-A71E-01A	0 years, male, white, stage:Stage IVA, dead, 1504 days	2325.5
TCGA-BB-4224-01A	0 years, male, white, stage:Stage IVA, alive, 278 days	2319.1
TCGA-CV-5435-01A	0 years, male, white, stage:Stage IVA, dead, 2319 days	2308.2
TCGA-CN-5356-01A	0 years, male, white, stage:Stage III, alive, 1409 days	2305.5
TCGA-P3-A5Q5-01A	0 years, male, white, stage:Stage IVA, alive, 910 days	2295.4
TCGA-CN-5364-01A	0 years, male, white, stage:Stage IVA, dead, 493 days	2281.8
TCGA-CQ-5327-01A	0 years, female, asian, stage:Stage IVA, alive, 1660 days	2264.5
TCGA-CV-7446-01A	0 years, male, white, stage:Stage IVA, dead, 1093 days	2244.6
TCGA-CN-5374-01A	0 years, female, white, stage:Stage IVA, dead, 1732 days	2240.9
TCGA-IQ-A61G-01A	0 years, male, white, stage:Stage IVA, alive, 360 days	2238.3
TCGA-UF-A7JS-01A	0 years, male, white, stage:Stage IVA, dead, 680 days	2237.6
TCGA-CN-4735-01A	0 years, male, white, stage:Stage IVA, alive, 1737 days	2224.6
TCGA-CV-5441-01A	0 years, male, white, stage:Stage IVA, alive, 2886 days	2219.8
TCGA-CV-7261-01A	0 years, male, white, stage:Stage IVA, alive, 1512 days	2216.7
TCGA-BA-A4IF-01A	0 years, male, white, stage:'--, alive, 895 days	2207.2
TCGA-P3-A6SX-01A	0 years, male, white, stage:Stage III, dead, 1430 days	2202.8
TCGA-P3-A6T2-01A	0 years, male, white, stage:Stage IVA, alive, 2298 days	2201.2
TCGA-HD-A633-01A	0 years, male, white, stage:Stage IVA, alive, 421 days	2181.6
TCGA-CQ-A4C9-01A	0 years, male, stage:Stage III, alive, 707 days	2180.1
TCGA-CV-7568-01A	0 years, female, white, stage:Stage IVA, dead, 927 days	2177.2
TCGA-D6-A74Q-01A	0 years, male, white, stage:Stage IVA, alive, 710 days	2175.5
TCGA-CQ-6219-01A	0 years, female, white, stage:Stage IVA, dead, 479 days	2168.1
TCGA-CN-A63V-01A	0 years, male, white, stage:Stage IVA, alive, 679 days	2165.1
TCGA-F7-A61W-01A	0 years, male, asian, stage:Stage IVA, alive, 14 days	2164.4
TCGA-CV-7091-01A	0 years, male, white, stage:Stage I, alive, 3381 days	2155.8
TCGA-DQ-5625-01A	0 years, female, white, stage:'--, dead, 1133 days	2146.9
TCGA-CV-7100-01A	0 years, male, white, stage:Stage III, dead, 274 days	2137.2
TCGA-CV-6935-01A	0 years, male, white, stage:Stage IVA, dead, 295 days	2135.6
TCGA-BB-A5HZ-01A	0 years, male, white, stage:Stage IVA, alive, 827 days	2126.2
TCGA-F7-A622-01A	0 years, male, white, stage:Stage III, dead, 359 days	2100.9
TCGA-CN-A63U-01A	0 years, male, white, stage:Stage IVA, alive, 964 days	2100.6
TCGA-BA-A6DB-01A	0 years, female, white, stage:Stage I, alive, 216 days	2099.8
TCGA-CN-6019-01A	0 years, male, white, stage:Stage IVA, alive, 1038 days	2094.4
TCGA-CV-A461-01A	0 years, male, white, stage:'--, dead, 2064 days	2090.3
TCGA-BB-4227-01A	0 years, male, white, stage:Stage IVA, alive, 134 days	2072.7
TCGA-MZ-A6I9-01A	0 years, male, white, stage:'--, dead, 489 days	2070.4
TCGA-CN-A6UY-01A	0 years, male, white, stage:Stage IVA, alive, 713 days	2067.3
TCGA-CN-4726-01A	0 years, male, white, stage:Stage IVA, dead, 142 days	2063.5
TCGA-CV-A6JU-01A	0 years, female, white, stage:Stage IVB, alive, 110 days	2060.9
TCGA-CN-6992-01A	0 years, male, white, stage:Stage IVA, alive, 1066 days	2058.9
TCGA-F7-A620-01A	0 years, male, white, stage:Stage III, alive, 543 days	2048.6
TCGA-QK-A6IJ-01A	0 years, male, white, stage:Stage III, alive, 387 days	2048.1
TCGA-P3-A5Q6-01A	0 years, male, white, stage:Stage IVA, dead, 480 days	2047.4
TCGA-HD-A6I0-01A	0 years, male, white, stage:Stage IVA, alive, 210 days	2038.8
TCGA-UF-A7JT-01A	0 years, female, white, stage:Stage IVA, dead, 993 days	2034.9
TCGA-F7-8298-01A	0 years, male, white, stage:Stage I, alive, 995 days	2024.2
TCGA-CV-6941-01A	0 years, male, white, stage:Stage III, dead, 342 days	2018.4
TCGA-CN-6022-01A	0 years, male, white, stage:Stage IVA, dead, 281 days	2004.1
TCGA-CN-A6V7-01A	0 years, male, white, stage:Stage IVA, alive, 594 days	2002.8
TCGA-IQ-A6SH-01A	0 years, male, black or african american, stage:Stage III, alive, 471 days	1993.4
TCGA-CN-4727-01A	0 years, male, white, stage:Stage IVA, alive, 1560 days	1992.7
TCGA-BB-A6UO-01A	0 years, female, white, stage:Stage IVA, dead, 268 days	1980.3
TCGA-BA-6871-01A	0 years, male, white, stage:'--, dead, 108 days	1979.7
TCGA-BA-A6DD-01A	0 years, male, black or african american, stage:Stage IVA, dead, 173 days	1964.5
TCGA-T2-A6WX-01A	0 years, female, white, stage:'--, dead, 209 days	1961.7
TCGA-BA-A8YP-01A	0 years, male, black or african american, stage:Stage IVB, alive, 499 days	1960.5
TCGA-BB-4225-01A	0 years, male, white, stage:'--, alive, 146 days	1959.3
TCGA-QK-A6VB-01A	0 years, male, white, stage:Stage IVA, alive, 641 days	1955.0
TCGA-CV-5431-01A	0 years, male, white, stage:Stage IVA, dead, 522 days	1952.7
TCGA-BA-A6DL-01A	0 years, male, white, stage:'--, alive, 623 days	1952.5
TCGA-MT-A67F-01A	0 years, female, white, stage:Stage IVA, alive, 384 days	1950.1
TCGA-QK-A6IH-01A	0 years, female, white, stage:Stage IVB, alive, 653 days	1948.5
TCGA-CN-A49B-01A	0 years, male, white, stage:Stage III, alive, 904 days	1947.4
TCGA-DQ-5629-01A	0 years, male, white, stage:'--, dead, 941 days	1946.3
TCGA-BA-A6DJ-01A	0 years, male, asian, stage:Stage IVA, dead, 407 days	1943.3
TCGA-CQ-A4CD-01A	0 years, male, white, stage:Stage IVA, alive, 1022 days	1941.0
TCGA-BA-5152-01A	0 years, male, white, stage:Stage IVA, alive, 1288 days	1929.3
TCGA-CV-6951-01A	0 years, male, white, stage:Stage IVA, dead, 915 days	1913.9
TCGA-CN-4725-01A	0 years, male, white, stage:Stage II, alive, 1157 days	1903.8
TCGA-DQ-7591-01A	0 years, male, white, stage:'--, alive, 622 days	1903.6
TCGA-CQ-7068-01A	0 years, female, white, stage:Stage II, alive, 1309 days	1900.3
TCGA-CN-6011-01A	0 years, male, white, stage:Stage IVA, alive, 933 days	1896.3
TCGA-CV-A45Z-01A	0 years, male, white, stage:'--, dead, 1466 days	1894.7
TCGA-CQ-5324-01A	0 years, male, white, stage:Stage III, alive, 1593 days	1879.2
TCGA-DQ-5630-01A	0 years, male, white, stage:'--, alive, 1030 days	1875.5
TCGA-UF-A7J9-01A	0 years, male, white, stage:Stage IVA, alive, 1358 days	1867.4
TCGA-CV-A463-01A	0 years, female, white, stage:Stage IVA, dead, 23 days	1865.4
TCGA-CV-A6JE-01A	0 years, male, white, stage:'--, alive, 1075 days	1863.8
TCGA-CV-A6JN-01A	0 years, male, white, stage:'--, alive, 906 days	1862.5
TCGA-UF-A71D-01A	0 years, female, white, stage:Stage IVA, alive, 1461 days	1856.7
TCGA-CQ-A4CB-01A	0 years, male, stage:Stage III, alive, 893 days	1850.3
TCGA-CN-A641-01A	0 years, male, white, stage:Stage IVA, alive, 367 days	1843.2
TCGA-P3-A5QE-01A	0 years, male, white, stage:Stage III, alive, 1559 days	1842.2
TCGA-CV-5442-01A	0 years, female, white, stage:Stage IVA, alive, 2327 days	1839.2
TCGA-BA-A4II-01A	0 years, male, white, stage:Stage II, alive, 918 days	1833.3
TCGA-P3-A5QF-01A	0 years, male, white, stage:Stage IVA, dead, 330 days	1823.0
TCGA-CV-7430-01A	0 years, male, white, stage:Stage IVA, dead, 495 days	1819.8
TCGA-CV-6933-01A	0 years, male, white, stage:Stage III, dead, 2741 days	1816.4
TCGA-QK-AA3K-01A	0 years, male, black or african american, stage:Stage IVA, alive, 253 days	1815.1
TCGA-CV-7422-01A	0 years, female, white, stage:Stage IVA, dead, 1037 days	1814.3
TCGA-H7-8502-01A	0 years, male, white, stage:Stage IVA, alive, 458 days	1797.6
TCGA-CV-7429-01A	0 years, male, white, stage:Stage IVA, dead, 107 days	1797.1
TCGA-CN-6997-01A	0 years, male, white, stage:Stage IVA, dead, 988 days	1780.4
TCGA-CN-6995-01A	0 years, male, white, stage:Stage IVA, dead, 112 days	1771.7
TCGA-CN-A63W-01A	0 years, female, white, stage:Stage IVA, dead, 377 days	1769.9
TCGA-CR-7367-01A	0 years, male, white, stage:Stage IVA, alive, 1440 days	1768.1
TCGA-CR-5247-01A	0 years, male, black or african american, stage:'--, alive, 358 days	1767.0
TCGA-CV-5432-01A	0 years, male, white, stage:Stage III, alive, 3930 days	1765.4
TCGA-D6-A6EM-01A	0 years, female, white, stage:Stage III, alive, 232 days	1763.7
TCGA-CV-5434-01A	0 years, male, black or african american, stage:Stage IVA, dead, 3314 days	1755.9
TCGA-BA-6870-01A	0 years, female, black or african american, stage:'--, dead, 451 days	1744.7
TCGA-CN-4740-01A	0 years, female, white, stage:Stage IVA, dead, 839 days	1739.1
TCGA-CV-6953-01A	0 years, female, white, stage:Stage III, dead, 1641 days	1736.4
TCGA-CV-6954-01A	0 years, male, black or african american, stage:Stage IVA, dead, 2002 days	1735.3
TCGA-UF-A71A-01A	0 years, male, white, stage:Stage IVA, dead, 86 days	1734.9
TCGA-CV-5966-01A	0 years, female, white, stage:Stage IVA, dead, 545 days	1734.3
TCGA-CR-7373-01A	0 years, male, white, stage:Stage IVA, alive, 889 days	1733.3
TCGA-BB-A5HY-01A	0 years, male, white, stage:Stage IVA, dead, 321 days	1733.2
TCGA-RS-A6TP-01A	0 years, male, white, stage:Stage II, alive, 516 days	1718.1
TCGA-CV-7428-01A	0 years, male, white, stage:Stage IVA, dead, 1671 days	1713.1
TCGA-CN-4722-01A	0 years, female, white, stage:Stage II, alive, 1483 days	1707.2
TCGA-CV-7263-01A	0 years, male, black or african american, stage:Stage II, dead, 560 days	1706.7
TCGA-P3-A6T5-01A	0 years, female, white, stage:Stage IVA, dead, 882 days	1698.9
TCGA-CQ-A4CH-01A	0 years, male, asian, stage:Stage II, dead, 379 days	1696.4
TCGA-WA-A7GZ-01A	0 years, male, white, stage:'--, dead, 625 days	1695.5
TCGA-CV-7099-01A	0 years, female, white, stage:Stage II, dead, 243 days	1689.8
TCGA-T2-A6X0-01A	0 years, male, white, stage:'--, alive, 216 days	1688.9
TCGA-CV-6939-01A	0 years, male, white, stage:Stage IVA, dead, 666 days	1688.6
TCGA-KU-A6H8-01A	0 years, male, white, stage:Stage IVA, dead, 327 days	1687.9
TCGA-D6-6826-01A	0 years, female, white, stage:Stage IVA, dead, 348 days	1687.8
TCGA-CV-A45T-01A	0 years, female, white, stage:'--, dead, 4856 days	1686.2
TCGA-CQ-5333-01A	0 years, male, white, stage:Stage II, dead, 341 days	1681.3
TCGA-CV-A465-01A	0 years, male, white, stage:Stage III, dead, 215 days	1672.7
TCGA-P3-A6T8-01A	0 years, male, white, stage:Stage IVA, alive, 400 days	1671.8
TCGA-CV-7425-01A	0 years, female, white, stage:Stage III, dead, 1718 days	1668.8
TCGA-MT-A67A-01A	0 years, female, white, stage:Stage I, alive, 914 days	1661.7
TCGA-IQ-A61I-01A	0 years, male, black or african american, stage:Stage IVA, dead, 2 days	1661.3
TCGA-CR-7385-01A	0 years, male, white, stage:'--, alive, 997 days	1655.0
TCGA-BB-4217-01A	0 years, male, black or african american, stage:Stage IVA, alive, 187 days	1653.3
TCGA-CR-7399-01A	0 years, female, white, stage:Stage IVA, alive, 181 days	1652.9
TCGA-CV-7097-01A	0 years, male, white, stage:Stage II, dead, 385 days	1651.0
TCGA-HD-A4C1-01A	0 years, female, black or african american, stage:Stage IVA, alive, 11 days	1650.6
TCGA-BA-6873-01A	0 years, male, white, stage:Stage IVA, alive, 122 days	1650.2
TCGA-CV-6961-01A	0 years, male, white, stage:Stage II, dead, 76 days	1649.8
TCGA-HL-7533-01A	0 years, male, white, stage:'--, alive, 1057 days	1646.5
TCGA-F7-A50J-01A	0 years, female, white, stage:Stage III, alive, 947 days	1645.8
TCGA-CV-7432-01A	0 years, male, white, stage:Stage II, dead, 2570 days	1645.3
TCGA-D6-6517-01A	0 years, male, white, stage:Stage III, alive, 292 days	1644.4
TCGA-WA-A7H4-01A	0 years, male, white, stage:Stage II, alive, 443 days	1643.3
TCGA-CR-6493-01A	0 years, male, black or african american, stage:Stage IVA, dead, 282 days	1642.5
TCGA-CR-7364-01A	0 years, male, white, stage:Stage III, alive, 1435 days	1641.4
TCGA-D6-A6EO-01A	0 years, male, white, stage:Stage IVA, alive, 759 days	1639.9
TCGA-CQ-6227-01A	0 years, male, white, stage:Stage IVA, dead, 129 days	1639.5
TCGA-C9-A480-01A	0 years, female, asian, stage:Stage III, alive, 386 days	1639.5
TCGA-P3-A6SW-01A	0 years, male, white, stage:Stage IVB, alive, 1120 days	1636.3
TCGA-CV-7180-01A	0 years, male, white, stage:Stage II, dead, 327 days	1635.8
TCGA-CV-7413-01A	0 years, female, white, stage:Stage II, dead, 294 days	1634.5
TCGA-T2-A6X2-01A	0 years, male, white, stage:Stage III, alive, 987 days	1634.2
TCGA-CV-A6K2-01A	0 years, male, white, stage:Stage IVA, dead, 317 days	1631.3
TCGA-T3-A92M-01A	0 years, male, black or african american, stage:Stage IVA, alive, 417 days	1623.0
TCGA-CN-5355-01A	0 years, male, black or african american, stage:Stage IVA, alive, 1278 days	1621.3
TCGA-D6-A6EK-01A	0 years, male, white, stage:Stage III, alive, 875 days	1619.5
TCGA-CV-7101-01A	0 years, male, white, stage:Stage II, dead, 160 days	1619.0
TCGA-CX-7082-01A	0 years, male, white, stage:Stage IVA, dead, 11 days	1618.7
TCGA-BA-A6DG-01A	0 years, male, white, stage:'--, dead, 69 days	1617.2
TCGA-CV-A6JZ-01A	0 years, male, white, stage:Stage II, alive, 714 days	1616.4
TCGA-CV-5430-01A	0 years, male, white, stage:Stage IVA, alive, 4241 days	1615.9
TCGA-CV-A6JY-01A	0 years, male, white, stage:Stage IVA, alive, 646 days	1609.4
TCGA-CV-7255-01A	0 years, female, white, stage:Stage IVA, dead, 64 days	1607.4
TCGA-D6-A6EQ-01A	0 years, male, white, stage:Stage IVA, alive, 368 days	1601.3
TCGA-UF-A7JD-01A	0 years, male, stage:Stage IVA, dead, 739 days	1598.9
TCGA-CN-A6V6-01A	0 years, male, white, stage:Stage IVA, alive, 635 days	1598.3
TCGA-CV-7410-01A	0 years, male, white, stage:Stage III, dead, 6417 days	1583.1
TCGA-QK-A6V9-01A	0 years, male, white, stage:Stage II, alive, 833 days	1581.3
TCGA-CR-6487-01A	0 years, male, white, stage:Stage I, alive, 234 days	1579.1
TCGA-MZ-A5BI-01A	0 years, male, white, stage:'--, dead, 217 days	1576.0
TCGA-CV-7421-01A	0 years, male, white, stage:Stage IVA, dead, 2 days	1572.8
TCGA-P3-A6T4-01A	0 years, male, white, stage:Stage IVA, dead, 62 days	1569.4
TCGA-CN-6018-01A	0 years, female, white, stage:Stage IVA, dead, 580 days	1566.2
TCGA-4P-AA8J-01A	0 years, male, black or african american, stage:Stage IVA, alive, 102 days	1564.6
TCGA-CV-7103-01A	0 years, male, white, stage:Stage IVA, dead, 1591 days	1554.9
TCGA-CV-7235-01A	0 years, male, white, stage:Stage II, alive, 2347 days	1550.0
TCGA-UF-A7JK-01A	0 years, male, stage:Stage IVA, dead, 424 days	1547.5
TCGA-CQ-A4C7-01A	0 years, male, white, stage:Stage III, dead, 353 days	1547.1
TCGA-CR-6481-01A	0 years, male, white, stage:'--, alive, 311 days	1547.0
TCGA-RS-A6TO-01A	0 years, female, white, stage:Stage IVA, dead, 387 days	1545.8
TCGA-CR-6482-01A	0 years, male, black or african american, stage:'--, alive, 345 days	1542.2
TCGA-CV-5976-01A	0 years, male, white, stage:Stage IVA, alive, 1478 days	1540.1
TCGA-CR-5248-01A	0 years, male, white, stage:'--, alive, 1663 days	1539.9
TCGA-IQ-7631-01A	0 years, female, white, stage:Stage II, alive, 1172 days	1539.4
TCGA-UF-A7JA-01A	0 years, female, white, stage:Stage IVA, alive, 2265 days	1538.0
TCGA-CV-7247-01A	0 years, male, white, stage:Stage III, dead, 577 days	1533.9
TCGA-CQ-A4CI-01A	0 years, male, white, stage:Stage III, alive, 950 days	1533.4
TCGA-CV-6940-01A	0 years, female, white, stage:Stage III, dead, 804 days	1533.4
TCGA-CQ-A4CG-01A	0 years, female, white, stage:Stage III, dead, 430 days	1532.5
TCGA-UF-A7JV-01A	0 years, female, white, stage:Stage IVA, dead, 90 days	1532.4
TCGA-CN-4728-01A	0 years, male, white, stage:Stage IVA, alive, 1724 days	1529.7
TCGA-CN-A63T-01A	0 years, male, white, stage:Stage IVA, alive, 225 days	1527.6
TCGA-BA-5151-01A	0 years, male, white, stage:Stage IVA, alive, 722 days	1525.3
TCGA-KU-A66T-01A	0 years, female, white, stage:Stage IVA, alive, 552 days	1524.6
TCGA-CN-4738-01A	0 years, male, white, stage:Stage IVA, dead, 436 days	1523.1
TCGA-CV-7242-01A	0 years, female, white, stage:Stage II, alive, 1095 days	1521.4
TCGA-HD-A6HZ-01A	0 years, female, white, stage:Stage III, alive, 111 days	1519.7
TCGA-F7-A61S-01A	0 years, male, white, stage:Stage III, alive, 576 days	1518.3
TCGA-CR-7379-01A	0 years, female, white, stage:Stage IVA, alive, 1036 days	1517.1
TCGA-CN-6024-01A	0 years, male, white, stage:Stage IVA, dead, 337 days	1513.8
TCGA-CN-4736-01A	0 years, female, white, stage:'--, dead, 395 days	1510.2
TCGA-CR-7365-01A	0 years, male, white, stage:Stage IVA, alive, 1191 days	1510.1
TCGA-CR-7380-01A	0 years, male, white, stage:Stage IVB, dead, 606 days	1503.3
TCGA-CN-5367-01A	0 years, female, white, stage:Stage IVA, dead, 352 days	1501.8
TCGA-MT-A51X-01A	0 years, male, white, stage:Stage IVA, alive, 242 days	1498.7
TCGA-QK-A64Z-01A	0 years, female, white, stage:Stage IVA, dead, 641 days	1475.9
TCGA-CN-5365-01A	0 years, male, white, stage:Stage IVB, dead, 351 days	1475.5
TCGA-D6-6824-01A	0 years, male, white, stage:Stage IVA, alive, 77 days	1472.9
TCGA-BA-5558-01A	0 years, male, white, stage:'--, alive, 1995 days	1469.1
TCGA-IQ-A61O-01A	0 years, male, white, stage:Stage IVA, dead, 421 days	1468.8
TCGA-CN-5363-01A	0 years, male, black or african american, stage:Stage IVB, dead, 253 days	1466.9
TCGA-QK-AA3J-01A	0 years, male, black or african american, stage:Stage I, alive, 466 days	1465.8
TCGA-F7-A50I-01A	0 years, male, white, stage:Stage IVA, alive, 92 days	1463.1
TCGA-CN-6989-01A	0 years, male, white, stage:Stage IVA, dead, 980 days	1463.0
TCGA-BA-A4IG-01A	0 years, male, white, stage:'--, alive, 855 days	1462.0
TCGA-QK-A8ZB-01A	0 years, male, black or african american, stage:Stage IVA, alive, 542 days	1457.6
TCGA-CV-5978-01A	0 years, female, black or african american, stage:Stage IVB, dead, 215 days	1456.2
TCGA-CQ-6218-01A	0 years, female, white, stage:Stage IVA, alive, 1253 days	1456.2
TCGA-UF-A718-01A	0 years, male, white, stage:Stage IVA, alive, 1971 days	1453.9
TCGA-UF-A71B-01A	0 years, male, white, stage:Stage IVA, alive, 1506 days	1453.5
TCGA-CV-6934-01A	0 years, female, white, stage:Stage IVA, dead, 65 days	1449.4
TCGA-CR-6471-01A	0 years, male, white, stage:Stage IVA, dead, 1202 days	1447.5
TCGA-CN-4729-01A	0 years, male, white, stage:Stage III, alive, 392 days	1447.4
TCGA-CN-6994-01A	0 years, male, white, stage:Stage IVA, alive, 1183 days	1445.1
TCGA-CV-7406-01A	0 years, male, white, stage:Stage II, dead, 1748 days	1444.9
TCGA-CR-7402-01A	0 years, male, white, stage:'--, alive, 911 days	1442.4
TCGA-CN-6010-01A	0 years, male, white, stage:Stage IVA, alive, 1523 days	1438.6
TCGA-CQ-5326-01A	0 years, male, white, stage:Stage IVA, dead, 89 days	1438.6
TCGA-BA-5555-01A	0 years, male, black or african american, stage:Stage IVA, alive, 520 days	1438.5
TCGA-CV-7178-01A	0 years, female, white, stage:Stage IVA, dead, 2166 days	1436.8
TCGA-CV-A45W-01A	0 years, male, white, stage:Stage II, dead, 1398 days	1435.4
TCGA-CR-7370-01A	0 years, female, white, stage:'--, alive, 105 days	1435.3
TCGA-CV-5444-01A	0 years, male, black or african american, stage:Stage IVA, alive, 2437 days	1433.5
TCGA-D6-A4ZB-01A	0 years, male, white, stage:Stage III, alive, 376 days	1432.4
TCGA-BB-A6UM-01A	0 years, male, white, stage:Stage III, alive, 393 days	1429.1
TCGA-QK-A6IG-01A	0 years, male, white, stage:Stage III, dead, 222 days	1427.1
TCGA-DQ-7592-01A	0 years, male, american indian or alaska native, stage:'--, alive, 1143 days	1421.3
TCGA-CV-6959-01A	0 years, male, white, stage:Stage III, dead, 256 days	1418.2
TCGA-CV-7437-01A	0 years, male, stage:Stage II, dead, 506 days	1415.5
TCGA-BA-A4IH-01A	0 years, male, white, stage:'--, alive, 622 days	1415.0
TCGA-CN-6020-01A	0 years, male, black or african american, stage:Stage III, dead, 205 days	1414.6
TCGA-CR-6491-01A	0 years, male, black or african american, stage:Stage IVA, alive, 693 days	1413.8
TCGA-UF-A7JO-01A	0 years, female, white, stage:Stage IVA, dead, 631 days	1411.9
TCGA-CV-7252-01A	0 years, female, black or african american, stage:Stage IVA, dead, 151 days	1411.1
TCGA-D6-8568-01A	0 years, male, white, stage:Stage II, alive, 759 days	1409.5
TCGA-CQ-7063-01A	0 years, female, white, stage:Stage I, alive, 2133 days	1407.9
TCGA-CV-7407-01A	0 years, female, white, stage:Stage II, dead, 1081 days	1405.4
TCGA-CV-6937-01A	0 years, male, white, stage:Stage II, dead, 624 days	1404.3
TCGA-TN-A7HJ-01A	0 years, male, white, stage:Stage IVA, alive, 403 days	1400.1
TCGA-F7-8489-01A	0 years, male, white, stage:Stage II, alive, 658 days	1393.8
TCGA-CR-6478-01A	0 years, female, white, stage:'--, dead, 183 days	1391.8
TCGA-CV-7095-01A	0 years, female, stage:Stage II, dead, 572 days	1389.9
TCGA-CN-5366-01A	0 years, male, white, stage:Stage IVA, dead, 360 days	1385.4
TCGA-CV-6003-01A	0 years, female, white, stage:Stage III, alive, 1665 days	1382.8
TCGA-CN-6996-01A	0 years, female, white, stage:Stage IVA, dead, 530 days	1380.3
TCGA-HD-7831-01A	0 years, male, white, stage:Stage IVA, alive, 667 days	1380.0
TCGA-CN-A49C-01A	0 years, male, white, stage:'--, alive, 645 days	1379.5
TCGA-CQ-5334-01A	0 years, male, white, stage:Stage IVA, dead, 129 days	1377.2
TCGA-CV-7248-01A	0 years, female, black or african american, stage:Stage IVA, dead, 521 days	1374.0
TCGA-CV-5971-01A	0 years, male, white, stage:Stage IVA, alive, 701 days	1372.4
TCGA-CV-7418-01A	0 years, male, black or african american, stage:Stage IVA, dead, 789 days	1369.3
TCGA-P3-A6T0-01A	0 years, female, white, stage:Stage IVA, alive, 578 days	1366.7
TCGA-CV-7427-01A	0 years, female, white, stage:Stage II, dead, 4760 days	1366.4
TCGA-CQ-7071-01A	0 years, female, white, stage:Stage III, alive, 1311 days	1364.8
TCGA-CN-A6V3-01A	0 years, male, white, stage:Stage IVA, alive, 742 days	1364.2
TCGA-CR-7401-01A	0 years, male, white, stage:Stage I, alive, 1077 days	1362.9
TCGA-MT-A67D-01A	0 years, male, white, stage:Stage II, alive, 56 days	1362.9
TCGA-CV-A460-01A	0 years, male, white, stage:'--, dead, 1838 days	1361.7
TCGA-CV-7177-01A	0 years, female, white, stage:Stage II, dead, 663 days	1360.0
TCGA-CN-6023-01A	0 years, male, white, stage:Stage IVA, alive, 1584 days	1359.3
TCGA-BA-6872-01A	0 years, male, white, stage:'--, dead, 384 days	1356.2
TCGA-F7-A623-01A	0 years, male, white, stage:Stage IVA, alive, 616 days	1349.9
TCGA-CQ-5330-01A	0 years, female, white, stage:Stage IVA, alive, 1897 days	1346.1
TCGA-BA-A6DA-01A	0 years, female, white, stage:Stage IVA, alive, 351 days	1342.9
TCGA-CV-6960-01A	0 years, male, black or african american, stage:Stage III, dead, 862 days	1342.6
TCGA-C9-A47Z-01A	0 years, female, asian, stage:Stage III, dead, 191 days	1342.0
TCGA-CN-4734-01A	0 years, male, white, stage:Stage II, alive, 1690 days	1340.0
TCGA-CR-7393-01A	0 years, male, white, stage:Stage III, alive, 993 days	1338.0
TCGA-CQ-5323-01A	0 years, male, white, stage:Stage I, alive, 1466 days	1333.2
TCGA-CQ-6220-01A	0 years, male, white, stage:Stage III, dead, 985 days	1333.1
TCGA-CQ-A4CE-01A	0 years, female, stage:Stage II, alive, 897 days	1332.1
TCGA-IQ-A61E-01A	0 years, female, white, stage:Stage III, alive, 1147 days	1331.2
TCGA-D6-6515-01A	0 years, female, white, stage:Stage II, dead, 403 days	1329.3
TCGA-CV-A45V-01A	0 years, female, white, stage:Stage IVA, dead, 32 days	1327.1
TCGA-CR-7383-01A	0 years, female, white, stage:Stage I, dead, 521 days	1325.1
TCGA-H7-A76A-01A	0 years, male, white, stage:'--, alive, 637 days	1317.5
TCGA-CN-4723-01A	0 years, male, white, stage:Stage IVA, alive, 1699 days	1316.7
TCGA-BA-A6DI-01A	0 years, male, black or african american, stage:'--, dead, 336 days	1316.3
TCGA-MT-A51W-01A	0 years, female, white, stage:Stage I, alive, 437 days	1315.2
TCGA-CN-6021-01A	0 years, female, white, stage:'--, dead, 276 days	1314.0
TCGA-CR-6467-01A	0 years, male, white, stage:Stage III, alive, 1777 days	1312.1
TCGA-CR-5250-01A	0 years, male, white, stage:'--, alive, 799 days	1311.3
TCGA-CV-7435-01A	0 years, female, white, stage:Stage IVA, dead, 4680 days	1311.2
TCGA-D6-6516-01A	0 years, male, white, stage:Stage I, alive, 773 days	1309.6
TCGA-CV-7433-01A	0 years, male, white, stage:Stage IVA, dead, 601 days	1305.3
TCGA-D6-8569-01A	0 years, male, white, stage:Stage II, alive, 770 days	1303.5
TCGA-CV-6942-01A	0 years, female, white, stage:Stage II, alive, 4282 days	1303.1
TCGA-CV-A45Y-01A	0 years, male, american indian or alaska native, stage:Stage IVA, dead, 2703 days	1302.1
TCGA-BA-4078-01A	0 years, male, white, stage:'--, dead, 276 days	1299.6
TCGA-D6-A4Z9-01A	0 years, male, white, stage:Stage IVA, alive, 539 days	1298.8
TCGA-CV-5979-01A	0 years, male, white, stage:Stage IVA, alive, 1315 days	1298.6
TCGA-KU-A6H7-01A	0 years, female, white, stage:Stage IVA, alive, 586 days	1297.6
TCGA-IQ-7630-01A	0 years, male, white, stage:Stage II, alive, 485 days	1292.3
TCGA-BA-5557-01A	0 years, female, stage:Stage III, alive, 623 days	1290.9
TCGA-CR-7377-01A	0 years, male, white, stage:Stage IVA, dead, 279 days	1289.1
TCGA-HD-8635-01A	0 years, female, white, stage:Stage III, alive, 695 days	1288.6
TCGA-CV-6436-01A	0 years, male, white, stage:Stage IVA, alive, 1899 days	1287.6
TCGA-F7-7848-01A	0 years, male, white, stage:Stage IVA, alive, 1131 days	1282.3
TCGA-CR-5249-01A	0 years, female, white, stage:Stage II, alive, 1152 days	1281.4
TCGA-CQ-5331-01A	0 years, female, white, stage:'--, alive, 1399 days	1277.3
TCGA-CN-6988-01A	0 years, male, white, stage:Stage IVA, alive, 318 days	1275.0
TCGA-BA-5556-01A	0 years, female, white, stage:Stage II, alive, 725 days	1274.9
TCGA-CR-7404-01A	0 years, male, white, stage:'--, alive, 1472 days	1273.7
TCGA-CN-6013-01A	0 years, male, white, stage:Stage IVA, dead, 727 days	1272.0
TCGA-CR-7371-01A	0 years, female, white, stage:Stage III, dead, 94 days	1270.5
TCGA-CN-5369-01A	0 years, female, white, stage:Stage IVA, dead, 1 days	1270.1
TCGA-CV-6936-01A	0 years, male, white, stage:Stage IVA, dead, 166 days	1268.2
TCGA-QK-A6VC-01A	0 years, female, black or african american, stage:Stage IVA, alive, 600 days	1266.9
TCGA-CR-6492-01A	0 years, male, white, stage:Stage III, alive, 479 days	1264.0
TCGA-QK-A652-01A	0 years, male, white, stage:Stage III, alive, 645 days	1262.7
TCGA-CV-5443-01A	0 years, male, black or african american, stage:Stage III, alive, 2784 days	1260.3
TCGA-CN-4737-01A	0 years, male, white, stage:Stage IVA, alive, 625 days	1259.6
TCGA-CQ-6224-01A	0 years, male, white, stage:Stage IVA, alive, 1721 days	1253.5
TCGA-HD-7832-01A	0 years, male, white, stage:Stage IVA, alive, 836 days	1251.8
TCGA-CN-6998-01A	0 years, male, white, stage:Stage IVA, dead, 357 days	1249.4
TCGA-CQ-6229-01A	0 years, male, white, stage:Stage II, alive, 1179 days	1248.8
TCGA-CV-7434-01A	0 years, male, white, stage:Stage IVA, dead, 218 days	1245.6
TCGA-CN-A498-01A	0 years, female, white, stage:Stage III, dead, 773 days	1237.4
TCGA-CV-7250-01A	0 years, male, white, stage:Stage IVA, dead, 2900 days	1236.8
TCGA-CR-7395-01A	0 years, female, white, stage:Stage II, alive, 930 days	1236.8
TCGA-CV-6938-01A	0 years, male, white, stage:Stage II, dead, 144 days	1236.6
TCGA-CR-7386-01A	0 years, male, white, stage:Stage IVA, alive, 1430 days	1233.0
TCGA-CV-7236-01A	0 years, female, white, stage:Stage IVA, dead, 144 days	1231.7
TCGA-CQ-A4C6-01A	0 years, male, asian, stage:Stage II, alive, 1353 days	1228.6
TCGA-CQ-5325-01A	0 years, male, white, stage:Stage I, dead, 654 days	1228.1
TCGA-UF-A7JJ-01A	0 years, male, stage:Stage IVA, alive, 549 days	1227.2
TCGA-BA-5559-01A	0 years, male, white, stage:'--, dead, 2083 days	1222.5
TCGA-CV-A45X-01A	0 years, male, white, stage:Stage IVA, dead, 198 days	1221.9
TCGA-P3-A6T3-01A	0 years, male, white, stage:Stage IVA, dead, 577 days	1220.3
TCGA-CV-A6JT-01A	0 years, male, white, stage:Stage II, alive, 852 days	1219.9
TCGA-CR-7390-01A	0 years, male, white, stage:Stage IVA, alive, 1508 days	1219.8
TCGA-BA-5153-01A	0 years, male, white, stage:'--, dead, 1762 days	1218.3
TCGA-P3-A6T7-01A	0 years, male, white, stage:Stage IVA, dead, 487 days	1218.3
TCGA-CN-5359-01A	0 years, male, white, stage:Stage IVA, dead, 377 days	1217.4
TCGA-CV-7089-01A	0 years, male, white, stage:Stage IVA, dead, 1972 days	1214.8
TCGA-CV-A45U-01A	0 years, male, white, stage:Stage IVA, dead, 1079 days	1209.8
TCGA-IQ-A61J-01A	0 years, male, white, stage:Stage IVA, alive, 1021 days	1207.1
TCGA-CR-7369-01A	0 years, male, white, stage:Stage IVA, dead, 1090 days	1206.5
TCGA-CR-6473-01A	0 years, male, white, stage:'--, alive, 1125 days	1203.7
TCGA-CX-7219-01A	0 years, male, black or african american, stage:Stage IVA, alive, 1045 days	1202.9
TCGA-UP-A6WW-01A	0 years, male, white, stage:'--, alive, 518 days	1201.5
TCGA-CN-5360-01A	0 years, male, white, stage:Stage IVA, alive, 2169 days	1201.4
TCGA-IQ-7632-01A	0 years, female, white, stage:Stage IVA, alive, 441 days	1199.6
TCGA-F7-A50G-01A	0 years, male, white, stage:Stage III, alive, 616 days	1199.0
TCGA-CN-6016-01A	0 years, male, white, stage:Stage IVA, alive, 1443 days	1198.6
TCGA-CQ-7065-01A	0 years, male, asian, stage:Stage II, alive, 1628 days	1198.0
TCGA-CV-A468-01A	0 years, male, stage:Stage IVA, dead, 464 days	1197.1
TCGA-CV-6952-01A	0 years, female, white, stage:Stage IVA, dead, 185 days	1191.0
TCGA-IQ-A6SG-01A	0 years, female, white, stage:Stage III, alive, 579 days	1186.4
TCGA-CR-7382-01A	0 years, male, white, stage:Stage IVA, alive, 796 days	1185.2
TCGA-CN-A499-01A	0 years, female, white, stage:Stage II, alive, 717 days	1176.6
TCGA-CV-6433-01A	0 years, male, white, stage:Stage II, alive, 641 days	1176.6
TCGA-CX-7086-01A	0 years, male, black or african american, stage:Stage III, alive, 573 days	1176.2
TCGA-CV-A464-01A	0 years, male, white, stage:Stage III, alive, 1722 days	1172.1
TCGA-CN-6012-01A	0 years, male, white, stage:Stage IVA, alive, 1460 days	1167.9
TCGA-CV-7102-01A	0 years, female, white, stage:Stage IVA, dead, 56 days	1165.9
TCGA-CV-7183-01A	0 years, male, white, stage:Stage II, alive, 3981 days	1163.9
TCGA-BA-7269-01A	0 years, male, white, stage:Stage III, alive, 1273 days	1158.2
TCGA-CR-6477-01A	0 years, female, white, stage:'--, alive, 514 days	1151.1
TCGA-IQ-A61H-01A	0 years, male, white, stage:Stage II, alive, 1138 days	1150.7
TCGA-CN-4739-01A	0 years, male, white, stage:Stage IVA, dead, 1394 days	1149.1
TCGA-CV-7414-01A	0 years, male, white, stage:Stage IVA, dead, 14 days	1147.2
TCGA-HD-8314-01A	0 years, male, white, stage:Stage III, alive, 670 days	1141.3
TCGA-D6-6825-01A	0 years, male, white, stage:Stage I, alive, 491 days	1139.2
TCGA-HD-7229-01A	0 years, male, white, stage:Stage IVA, alive, 1027 days	1137.7
TCGA-CV-A45P-01A	0 years, female, white, stage:Stage I, alive, 639 days	1137.2
TCGA-P3-A5QA-01A	0 years, male, stage:Stage I, alive, 2182 days	1129.3
TCGA-CV-5977-01A	0 years, male, white, stage:Stage IVA, alive, 1840 days	1122.6
TCGA-CR-7376-01A	0 years, male, white, stage:Stage III, alive, 972 days	1121.9
TCGA-CV-5970-01A	0 years, male, white, stage:Stage IVA, dead, 406 days	1115.1
TCGA-CV-7411-01A	0 years, female, white, stage:Stage IVA, dead, 2717 days	1114.4
TCGA-UF-A7JC-01A	0 years, male, white, stage:Stage IVA, dead, 546 days	1111.2
TCGA-CR-7391-01A	0 years, female, white, stage:Stage I, alive, 913 days	1108.6
TCGA-CQ-6223-01A	0 years, male, white, stage:Stage II, alive, 1428 days	1107.8
TCGA-H7-A6C4-01A	0 years, female, white, stage:Stage IVA, dead, 414 days	1107.0
TCGA-CR-6488-01A	0 years, female, white, stage:Stage II, alive, 379 days	1105.9
TCGA-HD-8634-01A	0 years, female, white, stage:Stage I, dead, 385 days	1094.4
TCGA-BB-8596-01A	0 years, female, white, stage:Stage IVA, alive, 2161 days	1089.2
TCGA-CV-7424-01A	0 years, male, asian, stage:Stage IVA, dead, 453 days	1075.8
TCGA-CQ-6222-01A	0 years, male, white, stage:Stage IVA, alive, 2016 days	1072.7
TCGA-HD-7754-01A	0 years, male, white, stage:Stage IVA, alive, 783 days	1068.2
TCGA-CV-6945-01A	0 years, male, white, stage:Stage IVA, dead, 366 days	1066.4
TCGA-CV-6943-01A	0 years, male, white, stage:Stage III, dead, 602 days	1066.2
TCGA-CR-7372-01A	0 years, male, white, stage:Stage I, alive, 759 days	1059.0
TCGA-CN-4741-01A	0 years, male, white, stage:Stage IVA, alive, 2239 days	1054.7
TCGA-CV-7245-01A	0 years, male, white, stage:Stage IVA, alive, 797 days	1054.0
TCGA-CR-7397-01A	0 years, male, white, stage:Stage IVA, alive, 754 days	1046.1
TCGA-CR-6484-01A	0 years, female, asian, stage:Stage IVA, alive, 354 days	1043.1
TCGA-CR-7388-01A	0 years, female, white, stage:'--, dead, 823 days	1040.5
TCGA-CV-7090-01A	0 years, male, white, stage:Stage II, alive, 5252 days	1035.1
TCGA-CV-7423-01A	0 years, male, white, stage:Stage II, dead, 3059 days	1031.9
TCGA-CN-4742-01A	0 years, female, white, stage:Stage IVA, dead, 397 days	1023.1
TCGA-CQ-6221-01A	0 years, male, white, stage:'--, alive, 1000 days	1016.4
TCGA-CR-5243-01A	0 years, male, white, stage:'--, alive, 2562 days	1011.2
TCGA-CN-5358-01A	0 years, male, white, stage:Stage II, dead, 261 days	1002.7
TCGA-CR-6474-01A	0 years, male, white, stage:Stage IVA, dead, 564 days	1001.3
TCGA-CR-7374-01A	0 years, female, white, stage:'--, alive, 30 days	996.1
TCGA-CV-7415-01A	0 years, male, white, stage:Stage IVA, dead, 695 days	995.9
TCGA-CV-7238-01A	0 years, female, white, stage:Stage II, alive, 2727 days	995.5
TCGA-BB-A5HU-01A	0 years, male, white, stage:Stage IVA, alive, 782 days	987.9
TCGA-CV-7416-01A	0 years, female, white, stage:Stage IVA, dead, 763 days	982.0
TCGA-HD-8224-01A	0 years, male, white, stage:Stage IVA, dead, 446 days	973.4
TCGA-CN-5370-01A	0 years, male, white, stage:Stage III, dead, 259 days	957.5
TCGA-UF-A719-01A	0 years, male, stage:Stage II, alive, 1663 days	946.4
TCGA-CV-7438-01A	0 years, female, white, stage:Stage I, dead, 194 days	944.1
TCGA-CR-6470-01A	0 years, male, white, stage:Stage II, alive, 1521 days	943.2
TCGA-CQ-7069-01A	0 years, female, white, stage:Stage II, alive, 1274 days	942.3
TCGA-DQ-5624-01A	0 years, female, white, stage:'--, alive, 1778 days	933.0
TCGA-CV-7104-01A	0 years, female, white, stage:Stage IVA, dead, 393 days	928.7
TCGA-CV-5436-01A	0 years, male, stage:Stage IVA, dead, 584 days	924.4
TCGA-CN-5361-01A	0 years, male, white, stage:Stage IVA, dead, 2120 days	922.7
TCGA-CV-A45R-01A	0 years, male, white, stage:Stage III, alive, 5480 days	918.5
TCGA-CR-7392-01A	0 years, female, white, stage:Stage IVA, alive, 1425 days	890.2
TCGA-QK-A8Z8-01A	0 years, female, black or african american, stage:Stage IVC, dead, 171 days	888.2
TCGA-CV-6955-01A	0 years, female, white, stage:Stage II, dead, 334 days	882.7
TCGA-CV-6950-01A	0 years, male, white, stage:Stage IVA, dead, 459 days	862.4
TCGA-CN-4733-01A	0 years, male, white, stage:Stage III, alive, 1586 days	857.2
TCGA-CN-6017-01A	0 years, male, white, stage:Stage IVA, dead, 853 days	854.7
TCGA-H7-7774-01A	0 years, female, white, stage:Stage IVA, alive, 407 days	850.1
TCGA-CR-6480-01A	0 years, male, white, stage:'--, alive, 362 days	833.0
TCGA-BA-A6DE-01A	0 years, female, white, stage:Stage II, alive, 440 days	795.8
TCGA-CR-7394-01A	0 years, male, white, stage:Stage IVA, alive, 1346 days	791.0
TCGA-CR-7368-01A	0 years, male, white, stage:Stage IVA, alive, 1245 days	776.7
TCGA-HD-7753-01A	0 years, male, black or african american, stage:Stage I, alive, 866 days	760.0
TCGA-DQ-5631-01A	0 years, male, white, stage:'--, dead, 548 days	748.9
TCGA-CX-7085-01A	0 years, female, white, stage:Stage I, alive, 321 days	716.0
TCGA-CN-5373-01A	0 years, female, white, stage:Stage I, alive, 1584 days	715.7
TCGA-CR-7389-01A	0 years, male, black or african american, stage:'--, alive, 392 days	677.4
TCGA-CV-A45O-01A	0 years, male, white, stage:'--, alive, 851 days	547.8
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HEAD AND NECK SQUAMOUS CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

183

Samples

Sample ID	Sample type	nRPX
CPT0245600003	Tumor	0.6
CPT0184530003	Tumor	0.5
CPT0163790003	Tumor	0.5
CPT0222360003	Tumor	0.4
CPT0201830004	Tumor	0.4
CPT0169740004	Normal	0.4
CPT0244940004	Tumor	0.3
CPT0281470002	Normal	0.3
CPT0088410003	Tumor	0.3
CPT0248330003	Tumor	0.3
C3N-02693-06	Normal	0.3
CPT0226340003	Tumor	0.3
CPT0248520003	Tumor	0.3
CPT0235910003	Tumor	0.3
CPT0163480003	Tumor	0.3
CPT0162990004	Tumor	0.3
CPT0235460003	Tumor	0.3
CPT0226350003	Normal	0.2
CPT0163740003	Tumor	0.2
CPT0094490004	Tumor	0.2
CPT0177220003	Normal	0.2
C3N-01620-05	Normal	0.2
CPT0199710003	Normal	0.2
CPT0094350004	Tumor	0.2
CPT0169890003	Tumor	0.2
CPT0008520008	Tumor	0.2
CPT0256560003	Tumor	0.2
CPT0011130005	Tumor	0.2
CPT0163090003	Tumor	0.2
CPT0245680003	Tumor	0.2
C3N-00857-05	Normal	0.2
CPT0194800003	Normal	0.2
CPT0163610003	Normal	0.2
CPT0088060004	Tumor	0.2
CPT0246620003	Tumor	0.2
CPT0236850004	Tumor	0.2
CPT0223970003	Tumor	0.2
C3N-00295-05	Normal	0.2
CPT0246590003	Tumor	0.2
CPT0226270003	Normal	0.1
CPT0013210004	Tumor	0.1
CPT0226130003	Tumor	0.1
CPT0246670003	Tumor	0.1
CPT0223450003	Tumor	0.1
CPT0162940003	Tumor	0.1
CPT0194420003	Tumor	0.1
CPT0226440003	Tumor	0.1
CPT0013130003	Tumor	0.1
CPT0245010003	Tumor	0.1
CPT0088010003	Normal	0.1
CPT0163840003	Tumor	0.1
CPT0084630009	Tumor	0.1
CPT0013000004	Tumor	0.1
CPT0237620004	Tumor	0.1
CPT0237640003	Normal	0.1
CPT0226090003	Normal	0.1
CPT0196210003	Tumor	0.1
CPT0261520003	Tumor	0.1
CPT0087820003	Tumor	0.1
CPT0241980004	Tumor	0.1
CPT0245630003	Tumor	0.1
CPT0245060004	Tumor	0.1
CPT0199890003	Normal	0.1
CPT0199700003	Tumor	0.1
CPT0245180003	Tumor	0.1
CPT0024810003	Tumor	0.1
CPT0237130004	Tumor	0.1
CPT0163600003	Tumor	0.1
CPT0163250003	Normal	0.1
CPT0163910003	Tumor	0.0
CPT0163240003	Tumor	0.0
CPT0163160003	Tumor	0.0
CPT0011290003	Tumor	0.0
CPT0087990003	Tumor	0.0
CPT0220610003	Tumor	0.0
CPT0229220002	Normal	0.0
CPT0176770003	Tumor	0.0
CPT0237480004	Tumor	0.0
CPT0199880003	Tumor	0.0
CPT0163800003	Normal	0.0
CPT0278700002	Normal	0.0
CPT0195860003	Tumor	0.0
CPT0245500003	Tumor	0.0
CPT0245450003	Tumor	0.0
CPT0245300003	Tumor	0.0
CPT0094580003	Normal	0.0
CPT0246540003	Tumor	0.0
CPT0123280003	Normal	0.0
CPT0123180003	Tumor	0.0
CPT0194790003	Tumor	0.0
CPT0199820003	Tumor	0.0
CPT0169640003	Tumor	0.0
CPT0222180003	Tumor	0.0
CPT0243090003	Tumor	0.0
CPT0194250003	Tumor	0.0
CPT0235470002	Normal	0.0
CPT0195680003	Tumor	0.0
CPT0163170003	Normal	0.0
CPT0008630003	Tumor	0.0
CPT0013430003	Tumor	0.0
CPT0245730003	Tumor	0.0
CPT0236620003	Tumor	0.0
CPT0094280004	Tumor	0.0
CPT0222200003	Normal	0.0
CPT0243140004	Normal	0.0
CPT0084650004	Normal	0.0
CPT0163530003	Tumor	0.0
CPT0163410003	Tumor	0.0
CPT0194260003	Normal	-0.1
CPT0190850003	Tumor	-0.1
CPT0095040003	Tumor	-0.1
C3N-01859-04	Normal	-0.1
CPT0245130003	Tumor	-0.1
CPT0123260003	Tumor	-0.1
CPT0223460003	Normal	-0.1
CPT0177200003	Tumor	-0.1
CPT0123190003	Normal	-0.1
CPT0195700003	Normal	-0.1
CPT0094560004	Tumor	-0.1
CPT0163340003	Tumor	-0.1
CPT0163650003	Tumor	-0.1
CPT0245460003	Normal	-0.1
CPT0226390003	Tumor	-0.1
CPT0169730003	Tumor	-0.1
CPT0190860003	Normal	-0.1
CPT0163720003	Normal	-0.1
CPT0245020003	Normal	-0.1
C3N-04275-05	Normal	-0.1
CPT0235920003	Normal	-0.1
CPT0237500003	Normal	-0.1
CPT0245550003	Tumor	-0.1
CPT0226450003	Normal	-0.1
CPT0245560003	Normal	-0.1
C3N-04279-05	Normal	-0.1
CPT0177710003	Tumor	-0.1
C3N-01758-04	Normal	-0.1
CPT0245400003	Tumor	-0.1
CPT0226250004	Tumor	-0.1
CPT0088430003	Normal	-0.1
CPT0177010003	Tumor	-0.2
CPT0194960003	Tumor	-0.2
CPT0163860003	Normal	-0.2
CPT0201860004	Normal	-0.2
CPT0207870004	Tumor	-0.2
CPT0163020003	Normal	-0.2
CPT0127050003	Tumor	-0.2
CPT0008960003	Normal	-0.2
CPT0199830003	Normal	-0.2
CPT0094420004	Tumor	-0.2
CPT0236640003	Normal	-0.2
CPT0163430003	Normal	-0.2
CPT0242000004	Normal	-0.2
CPT0236870003	Normal	-0.2
CPT0196040003	Tumor	-0.2
CPT0226030003	Tumor	-0.2
CPT0088080003	Normal	-0.2
CPT0008930003	Tumor	-0.3
CPT0248350003	Normal	-0.3
CPT0177390003	Tumor	-0.3
CPT0244890004	Tumor	-0.3
CPT0195880003	Normal	-0.3
CPT0245190003	Normal	-0.3
CPT0245140003	Normal	-0.3
CPT0169920003	Normal	-0.3
CPT0250310003	Tumor	-0.3
CPT0237150003	Normal	-0.3
CPT0013250003	Normal	-0.3
CPT0245410003	Normal	-0.3
CPT0013460003	Normal	-0.4
CPT0011320003	Normal	-0.4
C3N-04276-06	Normal	-0.4
CPT0220620003	Normal	-0.4
CPT0163490003	Normal	-0.4
CPT0245230004	Tumor	-0.4
CPT0196060003	Normal	-0.4
CPT0226400003	Normal	-0.4
CPT0245350003	Tumor	-0.5
CPT0013030003	Normal	-0.5
CPT0162890003	Tumor	-0.6
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 HPA047103
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