Expression of S100A16 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

S100A16 is not prognostic in Head and Neck Squamous Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 771.27

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

679.9

Number of samples

492

Samples

Sample	Description	TPM
TCGA-CN-6020-01A	0 years, male, black or african american, stage:Stage III, dead, 205 days	2045.7
TCGA-CQ-7069-01A	0 years, female, white, stage:Stage II, alive, 1274 days	1781.7
TCGA-P3-A5QF-01A	0 years, male, white, stage:Stage IVA, dead, 330 days	1702.9
TCGA-CV-7089-01A	0 years, male, white, stage:Stage IVA, dead, 1972 days	1602.9
TCGA-H7-7774-01A	0 years, female, white, stage:Stage IVA, alive, 407 days	1574.1
TCGA-F7-A61V-01A	0 years, male, white, stage:Stage II, alive, 759 days	1443.4
TCGA-D6-A6EK-01A	0 years, male, white, stage:Stage III, alive, 875 days	1400.2
TCGA-IQ-7632-01A	0 years, female, white, stage:Stage IVA, alive, 441 days	1397.6
TCGA-CV-7250-01A	0 years, male, white, stage:Stage IVA, dead, 2900 days	1355.7
TCGA-HD-8634-01A	0 years, female, white, stage:Stage I, dead, 385 days	1340.0
TCGA-CV-7430-01A	0 years, male, white, stage:Stage IVA, dead, 495 days	1337.7
TCGA-HD-A4C1-01A	0 years, female, black or african american, stage:Stage IVA, alive, 11 days	1336.6
TCGA-CV-6955-01A	0 years, female, white, stage:Stage II, dead, 334 days	1274.0
TCGA-CV-7180-01A	0 years, male, white, stage:Stage II, dead, 327 days	1242.4
TCGA-UF-A71D-01A	0 years, female, white, stage:Stage IVA, alive, 1461 days	1235.1
TCGA-CV-A45X-01A	0 years, male, white, stage:Stage IVA, dead, 198 days	1234.9
TCGA-MT-A51W-01A	0 years, female, white, stage:Stage I, alive, 437 days	1234.0
TCGA-UF-A7JC-01A	0 years, male, white, stage:Stage IVA, dead, 546 days	1228.8
TCGA-MT-A51X-01A	0 years, male, white, stage:Stage IVA, alive, 242 days	1213.7
TCGA-CV-A45R-01A	0 years, male, white, stage:Stage III, alive, 5480 days	1212.4
TCGA-QK-A6IJ-01A	0 years, male, white, stage:Stage III, alive, 387 days	1207.7
TCGA-CN-4727-01A	0 years, male, white, stage:Stage IVA, alive, 1560 days	1190.3
TCGA-HD-A6I0-01A	0 years, male, white, stage:Stage IVA, alive, 210 days	1184.6
TCGA-CV-7177-01A	0 years, female, white, stage:Stage II, dead, 663 days	1177.6
TCGA-CV-7183-01A	0 years, male, white, stage:Stage II, alive, 3981 days	1175.5
TCGA-CV-7407-01A	0 years, female, white, stage:Stage II, dead, 1081 days	1166.8
TCGA-CV-7255-01A	0 years, female, white, stage:Stage IVA, dead, 64 days	1165.3
TCGA-D6-A4Z9-01A	0 years, male, white, stage:Stage IVA, alive, 539 days	1163.2
TCGA-CQ-A4C9-01A	0 years, male, stage:Stage III, alive, 707 days	1148.3
TCGA-BB-8601-01A	0 years, male, black or african american, stage:Stage III, alive, 624 days	1147.8
TCGA-CV-A468-01A	0 years, male, stage:Stage IVA, dead, 464 days	1127.1
TCGA-HL-7533-01A	0 years, male, white, stage:'--, alive, 1057 days	1118.4
TCGA-CR-7397-01A	0 years, male, white, stage:Stage IVA, alive, 754 days	1117.6
TCGA-CR-7391-01A	0 years, female, white, stage:Stage I, alive, 913 days	1112.1
TCGA-CV-A45P-01A	0 years, female, white, stage:Stage I, alive, 639 days	1111.2
TCGA-MT-A67F-01A	0 years, female, white, stage:Stage IVA, alive, 384 days	1103.4
TCGA-CR-7393-01A	0 years, male, white, stage:Stage III, alive, 993 days	1101.5
TCGA-CV-A6JU-01A	0 years, female, white, stage:Stage IVB, alive, 110 days	1100.7
TCGA-CV-A6K1-01A	0 years, male, white, stage:Stage IVA, alive, 685 days	1100.2
TCGA-CN-5356-01A	0 years, male, white, stage:Stage III, alive, 1409 days	1098.8
TCGA-CV-7263-01A	0 years, male, black or african american, stage:Stage II, dead, 560 days	1098.5
TCGA-CV-A45V-01A	0 years, female, white, stage:Stage IVA, dead, 32 days	1097.4
TCGA-CX-7086-01A	0 years, male, black or african american, stage:Stage III, alive, 573 days	1091.3
TCGA-BB-A6UM-01A	0 years, male, white, stage:Stage III, alive, 393 days	1087.6
TCGA-CN-5374-01A	0 years, female, white, stage:Stage IVA, dead, 1732 days	1087.1
TCGA-F7-A50I-01A	0 years, male, white, stage:Stage IVA, alive, 92 days	1082.5
TCGA-CV-7423-01A	0 years, male, white, stage:Stage II, dead, 3059 days	1081.1
TCGA-CV-7425-01A	0 years, female, white, stage:Stage III, dead, 1718 days	1074.5
TCGA-CR-6492-01A	0 years, male, white, stage:Stage III, alive, 479 days	1073.7
TCGA-CR-6491-01A	0 years, male, black or african american, stage:Stage IVA, alive, 693 days	1068.0
TCGA-CR-6471-01A	0 years, male, white, stage:Stage IVA, dead, 1202 days	1062.8
TCGA-BA-A6DB-01A	0 years, female, white, stage:Stage I, alive, 216 days	1060.0
TCGA-CV-7411-01A	0 years, female, white, stage:Stage IVA, dead, 2717 days	1059.4
TCGA-CV-6953-01A	0 years, female, white, stage:Stage III, dead, 1641 days	1059.1
TCGA-BA-5557-01A	0 years, female, stage:Stage III, alive, 623 days	1059.0
TCGA-D6-6516-01A	0 years, male, white, stage:Stage I, alive, 773 days	1047.7
TCGA-P3-A5Q6-01A	0 years, male, white, stage:Stage IVA, dead, 480 days	1047.5
TCGA-BA-A6DD-01A	0 years, male, black or african american, stage:Stage IVA, dead, 173 days	1043.9
TCGA-CV-6436-01A	0 years, male, white, stage:Stage IVA, alive, 1899 days	1043.7
TCGA-CQ-5324-01A	0 years, male, white, stage:Stage III, alive, 1593 days	1037.1
TCGA-CV-6935-01A	0 years, male, white, stage:Stage IVA, dead, 295 days	1034.5
TCGA-CV-7253-01A	0 years, male, black or african american, stage:Stage IVA, dead, 361 days	1032.9
TCGA-QK-A6VC-01A	0 years, female, black or african american, stage:Stage IVA, alive, 600 days	1028.0
TCGA-CQ-6220-01A	0 years, male, white, stage:Stage III, dead, 985 days	1024.4
TCGA-P3-A6T3-01A	0 years, male, white, stage:Stage IVA, dead, 577 days	1022.6
TCGA-CV-6936-01A	0 years, male, white, stage:Stage IVA, dead, 166 days	1022.4
TCGA-CR-5247-01A	0 years, male, black or african american, stage:'--, alive, 358 days	1016.0
TCGA-TN-A7HJ-01A	0 years, male, white, stage:Stage IVA, alive, 403 days	1006.9
TCGA-CN-4722-01A	0 years, female, white, stage:Stage II, alive, 1483 days	1004.7
TCGA-CN-6998-01A	0 years, male, white, stage:Stage IVA, dead, 357 days	995.6
TCGA-CV-7091-01A	0 years, male, white, stage:Stage I, alive, 3381 days	993.5
TCGA-P3-A6T6-01A	0 years, male, white, stage:Stage IVA, dead, 395 days	992.7
TCGA-CV-5979-01A	0 years, male, white, stage:Stage IVA, alive, 1315 days	992.1
TCGA-CR-6493-01A	0 years, male, black or african american, stage:Stage IVA, dead, 282 days	990.4
TCGA-CV-A6K2-01A	0 years, male, white, stage:Stage IVA, dead, 317 days	989.6
TCGA-CV-7245-01A	0 years, male, white, stage:Stage IVA, alive, 797 days	988.4
TCGA-BA-A4IG-01A	0 years, male, white, stage:'--, alive, 855 days	981.3
TCGA-F7-A622-01A	0 years, male, white, stage:Stage III, dead, 359 days	978.2
TCGA-UF-A71E-01A	0 years, male, white, stage:Stage IVA, dead, 1504 days	976.6
TCGA-HD-7754-01A	0 years, male, white, stage:Stage IVA, alive, 783 days	969.6
TCGA-P3-A6SX-01A	0 years, male, white, stage:Stage III, dead, 1430 days	967.0
TCGA-KU-A6H7-01A	0 years, female, white, stage:Stage IVA, alive, 586 days	964.4
TCGA-CQ-5327-01A	0 years, female, asian, stage:Stage IVA, alive, 1660 days	961.1
TCGA-CV-5442-01A	0 years, female, white, stage:Stage IVA, alive, 2327 days	956.6
TCGA-CV-5976-01A	0 years, male, white, stage:Stage IVA, alive, 1478 days	956.2
TCGA-CV-6954-01A	0 years, male, black or african american, stage:Stage IVA, dead, 2002 days	955.9
TCGA-UF-A7JK-01A	0 years, male, stage:Stage IVA, dead, 424 days	952.9
TCGA-BA-5152-01A	0 years, male, white, stage:Stage IVA, alive, 1288 days	950.3
TCGA-MT-A67A-01A	0 years, female, white, stage:Stage I, alive, 914 days	945.1
TCGA-BA-5555-01A	0 years, male, black or african american, stage:Stage IVA, alive, 520 days	943.3
TCGA-QK-A6VB-01A	0 years, male, white, stage:Stage IVA, alive, 641 days	939.5
TCGA-BA-5558-01A	0 years, male, white, stage:'--, alive, 1995 days	938.0
TCGA-BA-5556-01A	0 years, female, white, stage:Stage II, alive, 725 days	935.6
TCGA-CQ-A4CD-01A	0 years, male, white, stage:Stage IVA, alive, 1022 days	935.5
TCGA-QK-AA3J-01A	0 years, male, black or african american, stage:Stage I, alive, 466 days	934.0
TCGA-CN-6021-01A	0 years, female, white, stage:'--, dead, 276 days	931.5
TCGA-CN-4741-01A	0 years, male, white, stage:Stage IVA, alive, 2239 days	925.9
TCGA-CQ-6223-01A	0 years, male, white, stage:Stage II, alive, 1428 days	924.3
TCGA-H7-A6C4-01A	0 years, female, white, stage:Stage IVA, dead, 414 days	921.3
TCGA-UF-A7JT-01A	0 years, female, white, stage:Stage IVA, dead, 993 days	919.0
TCGA-P3-A6T2-01A	0 years, male, white, stage:Stage IVA, alive, 2298 days	915.9
TCGA-QK-A6II-01A	0 years, male, white, stage:Stage IVA, dead, 284 days	913.8
TCGA-CV-A6JN-01A	0 years, male, white, stage:'--, alive, 906 days	912.4
TCGA-UF-A719-01A	0 years, male, stage:Stage II, alive, 1663 days	910.3
TCGA-CV-A6JY-01A	0 years, male, white, stage:Stage IVA, alive, 646 days	906.5
TCGA-CV-A465-01A	0 years, male, white, stage:Stage III, dead, 215 days	906.3
TCGA-CV-7102-01A	0 years, female, white, stage:Stage IVA, dead, 56 days	899.9
TCGA-CV-6003-01A	0 years, female, white, stage:Stage III, alive, 1665 days	891.1
TCGA-CQ-7065-01A	0 years, male, asian, stage:Stage II, alive, 1628 days	891.1
TCGA-BA-A6DI-01A	0 years, male, black or african american, stage:'--, dead, 336 days	888.7
TCGA-CQ-7068-01A	0 years, female, white, stage:Stage II, alive, 1309 days	888.6
TCGA-D6-A6EM-01A	0 years, female, white, stage:Stage III, alive, 232 days	886.3
TCGA-CV-A463-01A	0 years, female, white, stage:Stage IVA, dead, 23 days	883.5
TCGA-QK-A64Z-01A	0 years, female, white, stage:Stage IVA, dead, 641 days	882.2
TCGA-QK-A6IH-01A	0 years, female, white, stage:Stage IVB, alive, 653 days	881.5
TCGA-CN-4742-01A	0 years, female, white, stage:Stage IVA, dead, 397 days	881.1
TCGA-BA-6872-01A	0 years, male, white, stage:'--, dead, 384 days	880.4
TCGA-MZ-A6I9-01A	0 years, male, white, stage:'--, dead, 489 days	877.0
TCGA-CQ-6229-01A	0 years, male, white, stage:Stage II, alive, 1179 days	875.9
TCGA-UF-A7JV-01A	0 years, female, white, stage:Stage IVA, dead, 90 days	870.9
TCGA-CQ-7071-01A	0 years, female, white, stage:Stage III, alive, 1311 days	867.3
TCGA-HD-7753-01A	0 years, male, black or african american, stage:Stage I, alive, 866 days	866.6
TCGA-CV-7432-01A	0 years, male, white, stage:Stage II, dead, 2570 days	861.3
TCGA-HD-8314-01A	0 years, male, white, stage:Stage III, alive, 670 days	856.5
TCGA-CV-A45O-01A	0 years, male, white, stage:'--, alive, 851 days	852.9
TCGA-CV-5432-01A	0 years, male, white, stage:Stage III, alive, 3930 days	851.5
TCGA-CN-4734-01A	0 years, male, white, stage:Stage II, alive, 1690 days	849.3
TCGA-BA-A4IF-01A	0 years, male, white, stage:'--, alive, 895 days	848.5
TCGA-CV-7252-01A	0 years, female, black or african american, stage:Stage IVA, dead, 151 days	847.4
TCGA-C9-A480-01A	0 years, female, asian, stage:Stage III, alive, 386 days	846.6
TCGA-UF-A7JF-01A	0 years, male, white, stage:Stage IVA, alive, 1686 days	842.7
TCGA-D6-A6EO-01A	0 years, male, white, stage:Stage IVA, alive, 759 days	836.3
TCGA-BB-4227-01A	0 years, male, white, stage:Stage IVA, alive, 134 days	831.1
TCGA-H7-8501-01A	0 years, male, white, stage:Stage IVA, alive, 461 days	829.6
TCGA-CN-6988-01A	0 years, male, white, stage:Stage IVA, alive, 318 days	823.3
TCGA-UF-A7JH-01A	0 years, male, black or african american, stage:Stage IVA, alive, 896 days	821.4
TCGA-BA-7269-01A	0 years, male, white, stage:Stage III, alive, 1273 days	816.2
TCGA-QK-A652-01A	0 years, male, white, stage:Stage III, alive, 645 days	813.3
TCGA-CV-7099-01A	0 years, female, white, stage:Stage II, dead, 243 days	813.2
TCGA-CN-A498-01A	0 years, female, white, stage:Stage III, dead, 773 days	812.1
TCGA-D6-8569-01A	0 years, male, white, stage:Stage II, alive, 770 days	811.8
TCGA-IQ-A61H-01A	0 years, male, white, stage:Stage II, alive, 1138 days	808.5
TCGA-BA-6870-01A	0 years, female, black or african american, stage:'--, dead, 451 days	804.8
TCGA-CR-7401-01A	0 years, male, white, stage:Stage I, alive, 1077 days	803.0
TCGA-CQ-6218-01A	0 years, female, white, stage:Stage IVA, alive, 1253 days	802.4
TCGA-CN-4738-01A	0 years, male, white, stage:Stage IVA, dead, 436 days	796.2
TCGA-CV-7097-01A	0 years, male, white, stage:Stage II, dead, 385 days	795.5
TCGA-CQ-7063-01A	0 years, female, white, stage:Stage I, alive, 2133 days	794.7
TCGA-CN-5369-01A	0 years, female, white, stage:Stage IVA, dead, 1 days	791.3
TCGA-BA-A6DE-01A	0 years, female, white, stage:Stage II, alive, 440 days	788.9
TCGA-CN-4739-01A	0 years, male, white, stage:Stage IVA, dead, 1394 days	787.5
TCGA-CR-7372-01A	0 years, male, white, stage:Stage I, alive, 759 days	786.7
TCGA-CV-7095-01A	0 years, female, stage:Stage II, dead, 572 days	786.6
TCGA-DQ-5630-01A	0 years, male, white, stage:'--, alive, 1030 days	786.1
TCGA-CR-7390-01A	0 years, male, white, stage:Stage IVA, alive, 1508 days	786.0
TCGA-P3-A5Q5-01A	0 years, male, white, stage:Stage IVA, alive, 910 days	782.7
TCGA-CQ-5331-01A	0 years, female, white, stage:'--, alive, 1399 days	780.1
TCGA-CN-A642-01A	0 years, male, white, stage:Stage IVB, dead, 82 days	780.1
TCGA-CV-A45Q-01A	0 years, female, white, stage:'--, dead, 5152 days	777.7
TCGA-CN-5355-01A	0 years, male, black or african american, stage:Stage IVA, alive, 1278 days	776.8
TCGA-F7-A61S-01A	0 years, male, white, stage:Stage III, alive, 576 days	775.8
TCGA-IQ-A61J-01A	0 years, male, white, stage:Stage IVA, alive, 1021 days	773.7
TCGA-CR-7369-01A	0 years, male, white, stage:Stage IVA, dead, 1090 days	768.9
TCGA-CV-7437-01A	0 years, male, stage:Stage II, dead, 506 days	768.3
TCGA-CV-7406-01A	0 years, male, white, stage:Stage II, dead, 1748 days	767.1
TCGA-P3-A6T0-01A	0 years, female, white, stage:Stage IVA, alive, 578 days	766.9
TCGA-DQ-5629-01A	0 years, male, white, stage:'--, dead, 941 days	765.9
TCGA-CV-5439-01A	0 years, male, white, stage:Stage IVA, dead, 546 days	763.7
TCGA-CN-4730-01A	0 years, male, white, stage:Stage IVA, alive, 817 days	761.7
TCGA-CR-6480-01A	0 years, male, white, stage:'--, alive, 362 days	759.7
TCGA-CQ-5332-01A	0 years, male, white, stage:Stage III, dead, 317 days	754.5
TCGA-DQ-7592-01A	0 years, male, american indian or alaska native, stage:'--, alive, 1143 days	754.1
TCGA-CR-7395-01A	0 years, female, white, stage:Stage II, alive, 930 days	753.8
TCGA-CQ-5334-01A	0 years, male, white, stage:Stage IVA, dead, 129 days	753.7
TCGA-DQ-5625-01A	0 years, female, white, stage:'--, dead, 1133 days	752.0
TCGA-D6-6517-01A	0 years, male, white, stage:Stage III, alive, 292 days	750.3
TCGA-IQ-A61G-01A	0 years, male, white, stage:Stage IVA, alive, 360 days	750.0
TCGA-CR-7368-01A	0 years, male, white, stage:Stage IVA, alive, 1245 days	745.6
TCGA-CN-A6V6-01A	0 years, male, white, stage:Stage IVA, alive, 635 days	744.5
TCGA-F7-A620-01A	0 years, male, white, stage:Stage III, alive, 543 days	743.9
TCGA-CQ-6225-01A	0 years, male, white, stage:Stage III, dead, 403 days	743.8
TCGA-D6-A6ES-01A	0 years, male, white, stage:Stage IVA, alive, 389 days	743.7
TCGA-CV-7248-01A	0 years, female, black or african american, stage:Stage IVA, dead, 521 days	743.0
TCGA-CV-7103-01A	0 years, male, white, stage:Stage IVA, dead, 1591 days	741.5
TCGA-T3-A92N-01A	0 years, male, black or african american, stage:Stage IVA, dead, 95 days	740.0
TCGA-F7-A50J-01A	0 years, female, white, stage:Stage III, alive, 947 days	738.4
TCGA-CV-7178-01A	0 years, female, white, stage:Stage IVA, dead, 2166 days	737.5
TCGA-CV-5970-01A	0 years, male, white, stage:Stage IVA, dead, 406 days	737.3
TCGA-BA-A6DA-01A	0 years, female, white, stage:Stage IVA, alive, 351 days	735.6
TCGA-D6-A74Q-01A	0 years, male, white, stage:Stage IVA, alive, 710 days	730.7
TCGA-BA-A6DL-01A	0 years, male, white, stage:'--, alive, 623 days	729.5
TCGA-KU-A66T-01A	0 years, female, white, stage:Stage IVA, alive, 552 days	729.3
TCGA-CV-A45T-01A	0 years, female, white, stage:'--, dead, 4856 days	728.2
TCGA-BA-5151-01A	0 years, male, white, stage:Stage IVA, alive, 722 days	727.4
TCGA-CR-7394-01A	0 years, male, white, stage:Stage IVA, alive, 1346 days	726.9
TCGA-CV-7414-01A	0 years, male, white, stage:Stage IVA, dead, 14 days	724.4
TCGA-CN-4726-01A	0 years, male, white, stage:Stage IVA, dead, 142 days	723.4
TCGA-CV-6933-01A	0 years, male, white, stage:Stage III, dead, 2741 days	721.5
TCGA-MT-A7BN-01A	0 years, male, white, stage:Stage IVA, alive, 469 days	721.5
TCGA-DQ-7588-01A	0 years, male, white, stage:'--, dead, 427 days	720.1
TCGA-BB-A6UO-01A	0 years, female, white, stage:Stage IVA, dead, 268 days	719.2
TCGA-F7-A50G-01A	0 years, male, white, stage:Stage III, alive, 616 days	717.3
TCGA-CN-A641-01A	0 years, male, white, stage:Stage IVA, alive, 367 days	716.3
TCGA-CN-6013-01A	0 years, male, white, stage:Stage IVA, dead, 727 days	713.1
TCGA-D6-6823-01A	0 years, male, white, stage:Stage II, alive, 701 days	709.5
TCGA-BA-A6DJ-01A	0 years, male, asian, stage:Stage IVA, dead, 407 days	709.2
TCGA-MT-A67D-01A	0 years, male, white, stage:Stage II, alive, 56 days	708.0
TCGA-CN-6992-01A	0 years, male, white, stage:Stage IVA, alive, 1066 days	703.2
TCGA-BA-4075-01A	0 years, male, black or african american, stage:Stage III, dead, 283 days	702.9
TCGA-HD-A633-01A	0 years, male, white, stage:Stage IVA, alive, 421 days	699.4
TCGA-CV-7416-01A	0 years, female, white, stage:Stage IVA, dead, 763 days	698.0
TCGA-CV-6952-01A	0 years, female, white, stage:Stage IVA, dead, 185 days	697.5
TCGA-P3-A6T7-01A	0 years, male, white, stage:Stage IVA, dead, 487 days	696.9
TCGA-CQ-A4CH-01A	0 years, male, asian, stage:Stage II, dead, 379 days	693.6
TCGA-CV-6940-01A	0 years, female, white, stage:Stage III, dead, 804 days	692.3
TCGA-T2-A6WX-01A	0 years, female, white, stage:'--, dead, 209 days	691.7
TCGA-QK-A8Z8-01A	0 years, female, black or african american, stage:Stage IVC, dead, 171 days	690.6
TCGA-IQ-7630-01A	0 years, male, white, stage:Stage II, alive, 485 days	690.3
TCGA-CR-7398-01A	0 years, female, white, stage:Stage II, alive, 156 days	686.8
TCGA-BA-6869-01A	0 years, male, white, stage:Stage III, alive, 644 days	685.5
TCGA-CN-5365-01A	0 years, male, white, stage:Stage IVB, dead, 351 days	683.8
TCGA-CR-7377-01A	0 years, male, white, stage:Stage IVA, dead, 279 days	682.1
TCGA-CR-7364-01A	0 years, male, white, stage:Stage III, alive, 1435 days	682.1
TCGA-RS-A6TP-01A	0 years, male, white, stage:Stage II, alive, 516 days	679.4
TCGA-BA-4076-01A	0 years, male, white, stage:'--, dead, 415 days	678.1
TCGA-CN-6995-01A	0 years, male, white, stage:Stage IVA, dead, 112 days	677.5
TCGA-CR-6488-01A	0 years, female, white, stage:Stage II, alive, 379 days	677.4
TCGA-QK-A8ZB-01A	0 years, male, black or african american, stage:Stage IVA, alive, 542 days	676.5
TCGA-D6-A6EN-01A	0 years, male, white, stage:Stage III, alive, 687 days	675.0
TCGA-T2-A6X2-01A	0 years, male, white, stage:Stage III, alive, 987 days	674.1
TCGA-CV-7261-01A	0 years, male, white, stage:Stage IVA, alive, 1512 days	672.5
TCGA-CR-7379-01A	0 years, female, white, stage:Stage IVA, alive, 1036 days	671.5
TCGA-CV-7428-01A	0 years, male, white, stage:Stage IVA, dead, 1671 days	670.2
TCGA-CV-7421-01A	0 years, male, white, stage:Stage IVA, dead, 2 days	669.8
TCGA-CQ-6222-01A	0 years, male, white, stage:Stage IVA, alive, 2016 days	669.3
TCGA-CV-6945-01A	0 years, male, white, stage:Stage IVA, dead, 366 days	668.6
TCGA-CV-6943-01A	0 years, male, white, stage:Stage III, dead, 602 days	667.0
TCGA-CN-A6V3-01A	0 years, male, white, stage:Stage IVA, alive, 742 days	666.6
TCGA-IQ-A6SG-01A	0 years, female, white, stage:Stage III, alive, 579 days	666.3
TCGA-CR-7389-01A	0 years, male, black or african american, stage:'--, alive, 392 days	665.4
TCGA-QK-A8ZA-01A	0 years, male, black or african american, stage:'--, dead, 371 days	659.3
TCGA-CN-4740-01A	0 years, female, white, stage:Stage IVA, dead, 839 days	658.6
TCGA-UF-A7JO-01A	0 years, female, white, stage:Stage IVA, dead, 631 days	658.1
TCGA-D6-A6EQ-01A	0 years, male, white, stage:Stage IVA, alive, 368 days	658.1
TCGA-CV-A460-01A	0 years, male, white, stage:'--, dead, 1838 days	657.0
TCGA-CQ-A4C6-01A	0 years, male, asian, stage:Stage II, alive, 1353 days	656.4
TCGA-CV-7435-01A	0 years, female, white, stage:Stage IVA, dead, 4680 days	654.9
TCGA-F7-8489-01A	0 years, male, white, stage:Stage II, alive, 658 days	653.5
TCGA-IQ-A6SH-01A	0 years, male, black or african american, stage:Stage III, alive, 471 days	653.1
TCGA-CV-6951-01A	0 years, male, white, stage:Stage IVA, dead, 915 days	650.5
TCGA-CN-5364-01A	0 years, male, white, stage:Stage IVA, dead, 493 days	650.5
TCGA-CQ-5326-01A	0 years, male, white, stage:Stage IVA, dead, 89 days	646.9
TCGA-C9-A47Z-01A	0 years, female, asian, stage:Stage III, dead, 191 days	646.2
TCGA-CR-7388-01A	0 years, female, white, stage:'--, dead, 823 days	645.1
TCGA-CN-5370-01A	0 years, male, white, stage:Stage III, dead, 259 days	643.8
TCGA-CR-7365-01A	0 years, male, white, stage:Stage IVA, alive, 1191 days	643.4
TCGA-CN-4737-01A	0 years, male, white, stage:Stage IVA, alive, 625 days	642.2
TCGA-UP-A6WW-01A	0 years, male, white, stage:'--, alive, 518 days	641.5
TCGA-CX-7219-01A	0 years, male, black or african american, stage:Stage IVA, alive, 1045 days	639.9
TCGA-CN-4729-01A	0 years, male, white, stage:Stage III, alive, 392 days	639.2
TCGA-BB-A5HU-01A	0 years, male, white, stage:Stage IVA, alive, 782 days	639.1
TCGA-CV-7235-01A	0 years, male, white, stage:Stage II, alive, 2347 days	638.3
TCGA-CV-7413-01A	0 years, female, white, stage:Stage II, dead, 294 days	633.9
TCGA-CX-7082-01A	0 years, male, white, stage:Stage IVA, dead, 11 days	632.1
TCGA-P3-A5QE-01A	0 years, male, white, stage:Stage III, alive, 1559 days	630.6
TCGA-HD-8224-01A	0 years, male, white, stage:Stage IVA, dead, 446 days	630.1
TCGA-P3-A6T4-01A	0 years, male, white, stage:Stage IVA, dead, 62 days	627.8
TCGA-RS-A6TO-01A	0 years, female, white, stage:Stage IVA, dead, 387 days	627.0
TCGA-CV-6961-01A	0 years, male, white, stage:Stage II, dead, 76 days	626.7
TCGA-CV-A6JE-01A	0 years, male, white, stage:'--, alive, 1075 days	624.0
TCGA-CV-5434-01A	0 years, male, black or african american, stage:Stage IVA, dead, 3314 days	623.3
TCGA-KU-A6H8-01A	0 years, male, white, stage:Stage IVA, dead, 327 days	620.4
TCGA-CN-6994-01A	0 years, male, white, stage:Stage IVA, alive, 1183 days	616.5
TCGA-D6-A4ZB-01A	0 years, male, white, stage:Stage III, alive, 376 days	615.3
TCGA-CV-7100-01A	0 years, male, white, stage:Stage III, dead, 274 days	615.2
TCGA-T2-A6X0-01A	0 years, male, white, stage:'--, alive, 216 days	614.5
TCGA-CR-6477-01A	0 years, female, white, stage:'--, alive, 514 days	613.5
TCGA-CV-A6JZ-01A	0 years, male, white, stage:Stage II, alive, 714 days	613.1
TCGA-BB-8596-01A	0 years, female, white, stage:Stage IVA, alive, 2161 days	612.6
TCGA-CV-7427-01A	0 years, female, white, stage:Stage II, dead, 4760 days	612.5
TCGA-CV-7433-01A	0 years, male, white, stage:Stage IVA, dead, 601 days	609.4
TCGA-IQ-A61E-01A	0 years, female, white, stage:Stage III, alive, 1147 days	608.5
TCGA-CR-7373-01A	0 years, male, white, stage:Stage IVA, alive, 889 days	605.1
TCGA-CR-7371-01A	0 years, female, white, stage:Stage III, dead, 94 days	604.9
TCGA-P3-A6SW-01A	0 years, male, white, stage:Stage IVB, alive, 1120 days	604.9
TCGA-CR-6484-01A	0 years, female, asian, stage:Stage IVA, alive, 354 days	604.2
TCGA-CV-5444-01A	0 years, male, black or african american, stage:Stage IVA, alive, 2437 days	603.0
TCGA-CQ-A4CE-01A	0 years, female, stage:Stage II, alive, 897 days	602.9
TCGA-CN-5359-01A	0 years, male, white, stage:Stage IVA, dead, 377 days	601.8
TCGA-CR-6474-01A	0 years, male, white, stage:Stage IVA, dead, 564 days	600.6
TCGA-P3-A6T5-01A	0 years, female, white, stage:Stage IVA, dead, 882 days	599.9
TCGA-CN-A49C-01A	0 years, male, white, stage:'--, alive, 645 days	599.1
TCGA-CR-5250-01A	0 years, male, white, stage:'--, alive, 799 days	598.8
TCGA-F7-7848-01A	0 years, male, white, stage:Stage IVA, alive, 1131 days	594.7
TCGA-CQ-6219-01A	0 years, female, white, stage:Stage IVA, dead, 479 days	593.9
TCGA-CV-6959-01A	0 years, male, white, stage:Stage III, dead, 256 days	588.5
TCGA-CN-4725-01A	0 years, male, white, stage:Stage II, alive, 1157 days	587.1
TCGA-CN-5361-01A	0 years, male, white, stage:Stage IVA, dead, 2120 days	586.1
TCGA-H7-8502-01A	0 years, male, white, stage:Stage IVA, alive, 458 days	583.8
TCGA-CV-6941-01A	0 years, male, white, stage:Stage III, dead, 342 days	583.4
TCGA-CV-7440-01A	0 years, male, white, stage:Stage II, dead, 675 days	583.0
TCGA-CV-A6JT-01A	0 years, male, white, stage:Stage II, alive, 852 days	581.6
TCGA-D6-6826-01A	0 years, female, white, stage:Stage IVA, dead, 348 days	579.6
TCGA-CN-A63T-01A	0 years, male, white, stage:Stage IVA, alive, 225 days	578.3
TCGA-MZ-A7D7-01A	0 years, male, white, stage:Stage IVA, alive, 547 days	576.6
TCGA-CN-4731-01A	0 years, female, white, stage:Stage IVA, dead, 998 days	575.7
TCGA-CN-5366-01A	0 years, male, white, stage:Stage IVA, dead, 360 days	574.2
TCGA-CR-5249-01A	0 years, female, white, stage:Stage II, alive, 1152 days	572.4
TCGA-BB-4224-01A	0 years, male, white, stage:Stage IVA, alive, 278 days	571.9
TCGA-CQ-6227-01A	0 years, male, white, stage:Stage IVA, dead, 129 days	571.4
TCGA-CV-5431-01A	0 years, male, white, stage:Stage IVA, dead, 522 days	570.2
TCGA-CV-A45Y-01A	0 years, male, american indian or alaska native, stage:Stage IVA, dead, 2703 days	569.4
TCGA-CR-7380-01A	0 years, male, white, stage:Stage IVB, dead, 606 days	568.9
TCGA-CV-5977-01A	0 years, male, white, stage:Stage IVA, alive, 1840 days	568.5
TCGA-D6-8568-01A	0 years, male, white, stage:Stage II, alive, 759 days	568.0
TCGA-WA-A7GZ-01A	0 years, male, white, stage:'--, dead, 625 days	567.6
TCGA-CV-7242-01A	0 years, female, white, stage:Stage II, alive, 1095 days	565.6
TCGA-DQ-5631-01A	0 years, male, white, stage:'--, dead, 548 days	565.2
TCGA-BB-4217-01A	0 years, male, black or african american, stage:Stage IVA, alive, 187 days	565.0
TCGA-CV-6938-01A	0 years, male, white, stage:Stage II, dead, 144 days	564.8
TCGA-D6-6825-01A	0 years, male, white, stage:Stage I, alive, 491 days	564.7
TCGA-CN-5373-01A	0 years, female, white, stage:Stage I, alive, 1584 days	564.2
TCGA-CV-6960-01A	0 years, male, black or african american, stage:Stage III, dead, 862 days	563.2
TCGA-CR-7385-01A	0 years, male, white, stage:'--, alive, 997 days	560.0
TCGA-CQ-A4CI-01A	0 years, male, white, stage:Stage III, alive, 950 days	556.4
TCGA-CQ-5329-01A	0 years, female, white, stage:Stage II, alive, 2143 days	554.0
TCGA-CV-A461-01A	0 years, male, white, stage:'--, dead, 2064 days	553.9
TCGA-BA-A6D8-01A	0 years, male, black or african american, stage:Stage IVA, alive, 850 days	553.7
TCGA-HD-7832-01A	0 years, male, white, stage:Stage IVA, alive, 836 days	552.9
TCGA-CR-7404-01A	0 years, male, white, stage:'--, alive, 1472 days	552.9
TCGA-CV-7446-01A	0 years, male, white, stage:Stage IVA, dead, 1093 days	552.4
TCGA-UF-A718-01A	0 years, male, white, stage:Stage IVA, alive, 1971 days	552.3
TCGA-CV-7429-01A	0 years, male, white, stage:Stage IVA, dead, 107 days	551.7
TCGA-F7-A624-01A	0 years, male, white, stage:Stage II, alive, 378 days	550.9
TCGA-BA-4074-01A	0 years, male, white, stage:Stage IVA, dead, 462 days	548.4
TCGA-CN-6022-01A	0 years, male, white, stage:Stage IVA, dead, 281 days	545.9
TCGA-CQ-5333-01A	0 years, male, white, stage:Stage II, dead, 341 days	542.7
TCGA-CV-5966-01A	0 years, female, white, stage:Stage IVA, dead, 545 days	540.7
TCGA-F7-A61W-01A	0 years, male, asian, stage:Stage IVA, alive, 14 days	540.1
TCGA-CV-7101-01A	0 years, male, white, stage:Stage II, dead, 160 days	539.8
TCGA-BB-A5HZ-01A	0 years, male, white, stage:Stage IVA, alive, 827 days	537.2
TCGA-CN-6011-01A	0 years, male, white, stage:Stage IVA, alive, 933 days	526.4
TCGA-CN-5367-01A	0 years, female, white, stage:Stage IVA, dead, 352 days	524.4
TCGA-CN-4728-01A	0 years, male, white, stage:Stage IVA, alive, 1724 days	523.1
TCGA-T2-A6WZ-01A	0 years, male, white, stage:'--, dead, 484 days	521.8
TCGA-F7-A623-01A	0 years, male, white, stage:Stage IVA, alive, 616 days	521.5
TCGA-WA-A7H4-01A	0 years, male, white, stage:Stage II, alive, 443 days	517.9
TCGA-CV-7415-01A	0 years, male, white, stage:Stage IVA, dead, 695 days	515.6
TCGA-CR-6472-01A	0 years, male, white, stage:'--, alive, 1050 days	512.1
TCGA-CX-7085-01A	0 years, female, white, stage:Stage I, alive, 321 days	511.5
TCGA-CN-A63W-01A	0 years, female, white, stage:Stage IVA, dead, 377 days	506.5
TCGA-CQ-6228-01A	0 years, female, white, stage:Stage IVA, dead, 456 days	505.5
TCGA-DQ-5624-01A	0 years, female, white, stage:'--, alive, 1778 days	505.5
TCGA-BA-A8YP-01A	0 years, male, black or african american, stage:Stage IVB, alive, 499 days	505.5
TCGA-HD-8635-01A	0 years, female, white, stage:Stage III, alive, 695 days	505.1
TCGA-CV-7090-01A	0 years, male, white, stage:Stage II, alive, 5252 days	501.4
TCGA-UF-A71B-01A	0 years, male, white, stage:Stage IVA, alive, 1506 days	500.2
TCGA-UF-A7J9-01A	0 years, male, white, stage:Stage IVA, alive, 1358 days	498.1
TCGA-4P-AA8J-01A	0 years, male, black or african american, stage:Stage IVA, alive, 102 days	496.2
TCGA-CR-7386-01A	0 years, male, white, stage:Stage IVA, alive, 1430 days	494.2
TCGA-CV-5978-01A	0 years, female, black or african american, stage:Stage IVB, dead, 215 days	493.7
TCGA-CQ-5323-01A	0 years, male, white, stage:Stage I, alive, 1466 days	493.5
TCGA-CN-A49B-01A	0 years, male, white, stage:Stage III, alive, 904 days	492.2
TCGA-CV-5440-01A	0 years, male, white, stage:Stage IVA, alive, 3270 days	491.6
TCGA-CV-7247-01A	0 years, male, white, stage:Stage III, dead, 577 days	490.4
TCGA-CN-4736-01A	0 years, female, white, stage:'--, dead, 395 days	487.4
TCGA-CV-A45Z-01A	0 years, male, white, stage:'--, dead, 1466 days	486.0
TCGA-T3-A92M-01A	0 years, male, black or african american, stage:Stage IVA, alive, 417 days	485.4
TCGA-CN-6024-01A	0 years, male, white, stage:Stage IVA, dead, 337 days	483.4
TCGA-CV-6939-01A	0 years, male, white, stage:Stage IVA, dead, 666 days	471.5
TCGA-F7-8298-01A	0 years, male, white, stage:Stage I, alive, 995 days	467.6
TCGA-CN-5360-01A	0 years, male, white, stage:Stage IVA, alive, 2169 days	467.4
TCGA-CV-6950-01A	0 years, male, white, stage:Stage IVA, dead, 459 days	466.9
TCGA-CN-6016-01A	0 years, male, white, stage:Stage IVA, alive, 1443 days	466.7
TCGA-CV-7438-01A	0 years, female, white, stage:Stage I, dead, 194 days	459.2
TCGA-CV-6962-01A	0 years, male, white, stage:Stage IVA, dead, 126 days	459.1
TCGA-CR-7367-01A	0 years, male, white, stage:Stage IVA, alive, 1440 days	456.7
TCGA-CV-6937-01A	0 years, male, white, stage:Stage II, dead, 624 days	455.6
TCGA-QK-A8Z7-01A	0 years, male, black or african american, stage:Stage IVA, alive, 392 days	455.4
TCGA-TN-A7HL-01A	0 years, male, white, stage:Stage IVA, alive, 619 days	453.3
TCGA-CN-A499-01A	0 years, female, white, stage:Stage II, alive, 717 days	452.7
TCGA-CN-A49A-01A	0 years, male, white, stage:Stage IVB, dead, 526 days	449.2
TCGA-CV-A6JD-01A	0 years, female, white, stage:'--, dead, 182 days	446.3
TCGA-QK-A6IG-01A	0 years, male, white, stage:Stage III, dead, 222 days	446.2
TCGA-CN-5358-01A	0 years, male, white, stage:Stage II, dead, 261 days	445.8
TCGA-BA-A4IH-01A	0 years, male, white, stage:'--, alive, 622 days	445.6
TCGA-H7-A76A-01A	0 years, male, white, stage:'--, alive, 637 days	442.6
TCGA-CN-A63V-01A	0 years, male, white, stage:Stage IVA, alive, 679 days	440.6
TCGA-CN-6019-01A	0 years, male, white, stage:Stage IVA, alive, 1038 days	439.8
TCGA-CR-7383-01A	0 years, female, white, stage:Stage I, dead, 521 days	435.7
TCGA-BA-5153-01A	0 years, male, white, stage:'--, dead, 1762 days	432.8
TCGA-CV-5436-01A	0 years, male, stage:Stage IVA, dead, 584 days	432.0
TCGA-CR-7374-01A	0 years, female, white, stage:'--, alive, 30 days	430.3
TCGA-CR-7382-01A	0 years, male, white, stage:Stage IVA, alive, 796 days	426.7
TCGA-BA-A4II-01A	0 years, male, white, stage:Stage II, alive, 918 days	425.8
TCGA-CV-5430-01A	0 years, male, white, stage:Stage IVA, alive, 4241 days	422.2
TCGA-CV-7568-01A	0 years, female, white, stage:Stage IVA, dead, 927 days	421.9
TCGA-CV-7434-01A	0 years, male, white, stage:Stage IVA, dead, 218 days	421.8
TCGA-CV-7104-01A	0 years, female, white, stage:Stage IVA, dead, 393 days	421.3
TCGA-CV-7422-01A	0 years, female, white, stage:Stage IVA, dead, 1037 days	420.1
TCGA-CN-6989-01A	0 years, male, white, stage:Stage IVA, dead, 980 days	419.2
TCGA-P3-A5QA-01A	0 years, male, stage:Stage I, alive, 2182 days	418.0
TCGA-CV-6441-01A	0 years, male, white, stage:Stage III, dead, 292 days	416.0
TCGA-BA-6873-01A	0 years, male, white, stage:Stage IVA, alive, 122 days	415.7
TCGA-CQ-A4CB-01A	0 years, male, stage:Stage III, alive, 893 days	414.2
TCGA-CV-7236-01A	0 years, female, white, stage:Stage IVA, dead, 144 days	412.4
TCGA-IQ-A61I-01A	0 years, male, black or african american, stage:Stage IVA, dead, 2 days	412.2
TCGA-P3-A6T8-01A	0 years, male, white, stage:Stage IVA, alive, 400 days	411.9
TCGA-HD-7831-01A	0 years, male, white, stage:Stage IVA, alive, 667 days	409.7
TCGA-CR-7402-01A	0 years, male, white, stage:'--, alive, 911 days	404.8
TCGA-CV-5435-01A	0 years, male, white, stage:Stage IVA, dead, 2319 days	404.4
TCGA-CN-5363-01A	0 years, male, black or african american, stage:Stage IVB, dead, 253 days	404.2
TCGA-CN-6996-01A	0 years, female, white, stage:Stage IVA, dead, 530 days	403.9
TCGA-CN-A63U-01A	0 years, male, white, stage:Stage IVA, alive, 964 days	402.8
TCGA-IQ-7631-01A	0 years, female, white, stage:Stage II, alive, 1172 days	402.1
TCGA-CV-7410-01A	0 years, male, white, stage:Stage III, dead, 6417 days	399.5
TCGA-CR-6478-01A	0 years, female, white, stage:'--, dead, 183 days	397.9
TCGA-CQ-A4CG-01A	0 years, female, white, stage:Stage III, dead, 430 days	397.4
TCGA-HD-A6HZ-01A	0 years, female, white, stage:Stage III, alive, 111 days	394.4
TCGA-CR-5243-01A	0 years, male, white, stage:'--, alive, 2562 days	393.7
TCGA-BB-A5HY-01A	0 years, male, white, stage:Stage IVA, dead, 321 days	392.6
TCGA-D6-6515-01A	0 years, female, white, stage:Stage II, dead, 403 days	391.0
TCGA-CQ-5330-01A	0 years, female, white, stage:Stage IVA, alive, 1897 days	388.3
TCGA-CQ-A4C7-01A	0 years, male, white, stage:Stage III, dead, 353 days	383.3
TCGA-CV-6934-01A	0 years, female, white, stage:Stage IVA, dead, 65 days	378.7
TCGA-MZ-A5BI-01A	0 years, male, white, stage:'--, dead, 217 days	378.2
TCGA-CQ-6224-01A	0 years, male, white, stage:Stage IVA, alive, 1721 days	378.0
TCGA-CV-7238-01A	0 years, female, white, stage:Stage II, alive, 2727 days	377.3
TCGA-CV-5441-01A	0 years, male, white, stage:Stage IVA, alive, 2886 days	376.1
TCGA-CR-7392-01A	0 years, female, white, stage:Stage IVA, alive, 1425 days	375.9
TCGA-BA-6871-01A	0 years, male, white, stage:'--, dead, 108 days	372.8
TCGA-UF-A7JS-01A	0 years, male, white, stage:Stage IVA, dead, 680 days	364.1
TCGA-UF-A7JD-01A	0 years, male, stage:Stage IVA, dead, 739 days	360.7
TCGA-UF-A7JA-01A	0 years, female, white, stage:Stage IVA, alive, 2265 days	355.9
TCGA-CV-A6JM-01A	0 years, male, white, stage:'--, dead, 194 days	343.4
TCGA-CV-A45U-01A	0 years, male, white, stage:Stage IVA, dead, 1079 days	341.0
TCGA-CV-A464-01A	0 years, male, white, stage:Stage III, alive, 1722 days	340.7
TCGA-UF-A7JJ-01A	0 years, male, stage:Stage IVA, alive, 549 days	340.5
TCGA-CN-6997-01A	0 years, male, white, stage:Stage IVA, dead, 988 days	340.1
TCGA-IQ-A61O-01A	0 years, male, white, stage:Stage IVA, dead, 421 days	338.4
TCGA-CV-7424-01A	0 years, male, asian, stage:Stage IVA, dead, 453 days	330.7
TCGA-BB-4228-01A	0 years, male, white, stage:Stage III, alive, 559 days	325.5
TCGA-CR-7376-01A	0 years, male, white, stage:Stage III, alive, 972 days	322.1
TCGA-BA-A6DG-01A	0 years, male, white, stage:'--, dead, 69 days	321.3
TCGA-HD-7229-01A	0 years, male, white, stage:Stage IVA, alive, 1027 days	319.2
TCGA-CN-6012-01A	0 years, male, white, stage:Stage IVA, alive, 1460 days	319.1
TCGA-CN-6018-01A	0 years, female, white, stage:Stage IVA, dead, 580 days	315.6
TCGA-CQ-5325-01A	0 years, male, white, stage:Stage I, dead, 654 days	309.9
TCGA-CR-6473-01A	0 years, male, white, stage:'--, alive, 1125 days	307.1
TCGA-CR-5248-01A	0 years, male, white, stage:'--, alive, 1663 days	306.4
TCGA-CN-A497-01A	0 years, male, stage:Stage III, alive, 1065 days	305.0
TCGA-CV-6433-01A	0 years, male, white, stage:Stage II, alive, 641 days	301.1
TCGA-D6-6824-01A	0 years, male, white, stage:Stage IVA, alive, 77 days	300.1
TCGA-QK-A6V9-01A	0 years, male, white, stage:Stage II, alive, 833 days	298.2
TCGA-CV-6942-01A	0 years, female, white, stage:Stage II, alive, 4282 days	293.3
TCGA-CR-6482-01A	0 years, male, black or african american, stage:'--, alive, 345 days	278.2
TCGA-CN-6010-01A	0 years, male, white, stage:Stage IVA, alive, 1523 days	276.0
TCGA-CR-7399-01A	0 years, female, white, stage:Stage IVA, alive, 181 days	275.9
TCGA-UF-A71A-01A	0 years, male, white, stage:Stage IVA, dead, 86 days	269.4
TCGA-CN-4723-01A	0 years, male, white, stage:Stage IVA, alive, 1699 days	268.6
TCGA-BA-4078-01A	0 years, male, white, stage:'--, dead, 276 days	262.8
TCGA-CV-6948-01A	0 years, female, white, stage:Stage IVB, dead, 1289 days	262.2
TCGA-CR-6481-01A	0 years, male, white, stage:'--, alive, 311 days	258.3
TCGA-CQ-7072-01A	0 years, male, white, stage:Stage II, alive, 2359 days	255.7
TCGA-CR-7370-01A	0 years, female, white, stage:'--, alive, 105 days	252.9
TCGA-CR-6470-01A	0 years, male, white, stage:Stage II, alive, 1521 days	252.2
TCGA-CN-A6UY-01A	0 years, male, white, stage:Stage IVA, alive, 713 days	252.0
TCGA-D6-6827-01A	0 years, female, white, stage:Stage I, alive, 568 days	243.7
TCGA-CN-4735-01A	0 years, male, white, stage:Stage IVA, alive, 1737 days	240.8
TCGA-CN-A6V7-01A	0 years, male, white, stage:Stage IVA, alive, 594 days	231.2
TCGA-BB-4223-01A	0 years, male, white, stage:Stage IVA, alive, 3221 days	229.1
TCGA-CV-5971-01A	0 years, male, white, stage:Stage IVA, alive, 701 days	226.7
TCGA-CN-4733-01A	0 years, male, white, stage:Stage III, alive, 1586 days	214.8
TCGA-D6-A6EP-01A	0 years, male, white, stage:Stage III, alive, 424 days	212.3
TCGA-KU-A66S-01A	0 years, female, white, stage:Stage III, dead, 406 days	207.1
TCGA-CV-5443-01A	0 years, male, black or african american, stage:Stage III, alive, 2784 days	200.3
TCGA-BB-4225-01A	0 years, male, white, stage:'--, alive, 146 days	184.8
TCGA-CV-7254-01A	0 years, male, white, stage:Stage II, dead, 1459 days	176.0
TCGA-QK-A6IF-01A	0 years, male, white, stage:'--, alive, 704 days	165.8
TCGA-CV-A45W-01A	0 years, male, white, stage:Stage II, dead, 1398 days	157.4
TCGA-CN-6017-01A	0 years, male, white, stage:Stage IVA, dead, 853 days	156.2
TCGA-QK-AA3K-01A	0 years, male, black or african american, stage:Stage IVA, alive, 253 days	152.2
TCGA-CV-7418-01A	0 years, male, black or african american, stage:Stage IVA, dead, 789 days	151.9
TCGA-CX-A4AQ-01A	0 years, male, white, stage:Stage IVA, alive, 1555 days	149.6
TCGA-BA-5559-01A	0 years, male, white, stage:'--, dead, 2083 days	135.1
TCGA-TN-A7HI-01A	0 years, male, white, stage:Stage IVA, alive, 412 days	123.7
TCGA-CR-6487-01A	0 years, male, white, stage:Stage I, alive, 234 days	101.5
TCGA-CR-6467-01A	0 years, male, white, stage:Stage III, alive, 1777 days	71.1
TCGA-DQ-7591-01A	0 years, male, white, stage:'--, alive, 622 days	70.3
TCGA-CQ-6221-01A	0 years, male, white, stage:'--, alive, 1000 days	38.0
TCGA-CN-6023-01A	0 years, male, white, stage:Stage IVA, alive, 1584 days	14.0
TCGA-HD-A634-01A	0 years, male, white, stage:Stage IVA, dead, 130 days	10.4
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HEAD AND NECK SQUAMOUS CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

183

Samples

Sample ID	Sample type	nRPX
CPT0169740004	Normal	2.3
CPT0222360003	Tumor	1.3
C3N-02693-06	Normal	1.2
CPT0163250003	Normal	1.2
CPT0278700002	Normal	1.2
CPT0163610003	Normal	1.1
CPT0163740003	Tumor	1.1
CPT0229220002	Normal	1.1
CPT0226270003	Normal	1.1
CPT0281470002	Normal	1.0
CPT0235920003	Normal	0.9
CPT0008960003	Normal	0.9
CPT0226350003	Normal	0.8
CPT0237130004	Tumor	0.8
CPT0245460003	Normal	0.8
CPT0194960003	Tumor	0.8
CPT0163720003	Normal	0.8
C3N-00295-05	Normal	0.8
CPT0177010003	Tumor	0.7
CPT0196210003	Tumor	0.7
C3N-01758-04	Normal	0.7
CPT0226450003	Normal	0.7
CPT0196060003	Normal	0.6
CPT0226400003	Normal	0.6
CPT0163430003	Normal	0.6
C3N-00857-05	Normal	0.5
CPT0199700003	Tumor	0.5
CPT0246670003	Tumor	0.5
CPT0199830003	Normal	0.5
CPT0246540003	Tumor	0.5
CPT0177220003	Normal	0.5
CPT0245020003	Normal	0.5
CPT0123190003	Normal	0.4
CPT0237640003	Normal	0.4
CPT0011320003	Normal	0.4
C3N-04276-06	Normal	0.4
CPT0226090003	Normal	0.4
C3N-01859-04	Normal	0.4
CPT0236870003	Normal	0.4
CPT0008630003	Tumor	0.4
CPT0195860003	Tumor	0.4
CPT0163860003	Normal	0.4
CPT0088080003	Normal	0.4
CPT0237620004	Tumor	0.3
CPT0245180003	Tumor	0.3
CPT0194800003	Normal	0.3
CPT0163170003	Normal	0.3
CPT0163020003	Normal	0.3
CPT0169640003	Tumor	0.3
CPT0245560003	Normal	0.3
CPT0237500003	Normal	0.3
CPT0088010003	Normal	0.3
CPT0245190003	Normal	0.3
CPT0163600003	Tumor	0.3
CPT0194420003	Tumor	0.2
CPT0094490004	Tumor	0.2
CPT0163790003	Tumor	0.2
CPT0235470002	Normal	0.2
CPT0248350003	Normal	0.2
CPT0095040003	Tumor	0.2
CPT0237480004	Tumor	0.2
CPT0199890003	Normal	0.2
CPT0245130003	Tumor	0.2
CPT0236640003	Normal	0.1
CPT0088430003	Normal	0.1
CPT0084650004	Normal	0.1
C3N-04279-05	Normal	0.1
CPT0088060004	Tumor	0.1
CPT0201860004	Normal	0.1
CPT0199710003	Normal	0.1
C3N-01620-05	Normal	0.1
CPT0223460003	Normal	0.1
C3N-04275-05	Normal	0.1
CPT0195700003	Normal	0.0
CPT0094350004	Tumor	0.0
CPT0087820003	Tumor	0.0
CPT0094420004	Tumor	0.0
CPT0245600003	Tumor	0.0
CPT0248520003	Tumor	0.0
CPT0222200003	Normal	-0.1
CPT0236620003	Tumor	-0.1
CPT0223450003	Tumor	-0.1
CPT0184530003	Tumor	-0.1
CPT0245630003	Tumor	-0.1
CPT0248330003	Tumor	-0.1
CPT0235910003	Tumor	-0.1
CPT0008520008	Tumor	-0.1
CPT0087990003	Tumor	-0.1
CPT0226390003	Tumor	-0.1
CPT0163800003	Normal	-0.1
CPT0245010003	Tumor	-0.1
CPT0094580003	Normal	-0.2
CPT0162890003	Tumor	-0.2
CPT0177200003	Tumor	-0.2
CPT0241980004	Tumor	-0.2
CPT0011130005	Tumor	-0.2
CPT0163240003	Tumor	-0.3
CPT0094560004	Tumor	-0.3
CPT0237150003	Normal	-0.3
CPT0245550003	Tumor	-0.3
CPT0235460003	Tumor	-0.3
CPT0194250003	Tumor	-0.3
CPT0088410003	Tumor	-0.3
CPT0245410003	Normal	-0.3
CPT0222180003	Tumor	-0.3
CPT0245300003	Tumor	-0.3
CPT0163840003	Tumor	-0.3
CPT0236850004	Tumor	-0.4
CPT0163410003	Tumor	-0.4
CPT0207870004	Tumor	-0.4
CPT0123260003	Tumor	-0.4
CPT0163490003	Normal	-0.4
CPT0245060004	Tumor	-0.4
CPT0220620003	Normal	-0.4
CPT0163340003	Tumor	-0.4
CPT0163650003	Tumor	-0.4
CPT0244940004	Tumor	-0.4
CPT0094280004	Tumor	-0.4
CPT0169890003	Tumor	-0.4
CPT0220610003	Tumor	-0.4
CPT0223970003	Tumor	-0.5
CPT0256560003	Tumor	-0.5
CPT0162990004	Tumor	-0.5
CPT0245730003	Tumor	-0.5
CPT0226130003	Tumor	-0.5
CPT0195880003	Normal	-0.5
CPT0242000004	Normal	-0.5
CPT0245500003	Tumor	-0.5
CPT0176770003	Tumor	-0.5
CPT0013000004	Tumor	-0.5
CPT0190860003	Normal	-0.5
CPT0226440003	Tumor	-0.5
CPT0013460003	Normal	-0.5
CPT0243140004	Normal	-0.6
CPT0194260003	Normal	-0.6
CPT0013130003	Tumor	-0.6
CPT0243090003	Tumor	-0.6
CPT0024810003	Tumor	-0.6
CPT0199820003	Tumor	-0.6
CPT0245140003	Normal	-0.6
CPT0226340003	Tumor	-0.6
CPT0196040003	Tumor	-0.7
CPT0201830004	Tumor	-0.7
CPT0163480003	Tumor	-0.7
CPT0245680003	Tumor	-0.7
CPT0013210004	Tumor	-0.7
CPT0162940003	Tumor	-0.8
CPT0013250003	Normal	-0.8
CPT0127050003	Tumor	-0.8
CPT0246620003	Tumor	-0.8
CPT0011290003	Tumor	-0.9
CPT0084630009	Tumor	-0.9
CPT0123180003	Tumor	-0.9
CPT0245400003	Tumor	-0.9
CPT0246590003	Tumor	-0.9
CPT0008930003	Tumor	-0.9
CPT0177710003	Tumor	-1.0
CPT0250310003	Tumor	-1.0
CPT0163090003	Tumor	-1.0
CPT0013430003	Tumor	-1.0
CPT0199880003	Tumor	-1.0
CPT0245450003	Tumor	-1.0
CPT0261520003	Tumor	-1.0
CPT0123280003	Normal	-1.1
CPT0177390003	Tumor	-1.1
CPT0195680003	Tumor	-1.2
CPT0226250004	Tumor	-1.2
CPT0244890004	Tumor	-1.2
CPT0245230004	Tumor	-1.2
CPT0163160003	Tumor	-1.3
CPT0013030003	Normal	-1.3
CPT0163530003	Tumor	-1.3
CPT0169730003	Tumor	-1.3
CPT0190850003	Tumor	-1.3
CPT0226030003	Tumor	-1.4
CPT0194790003	Tumor	-1.5
CPT0245350003	Tumor	-1.6
CPT0169920003	Normal	-1.9
CPT0163910003	Tumor	-2.0
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 HPA045841
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