Expression of GNAS 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

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 843.7

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

755.7

Number of samples

492

Samples

Sample	Description	TPM
TCGA-CV-6954-01A	0 years, male, black or african american, stage:Stage IVA, dead, 2002 days	2059.1
TCGA-CV-5435-01A	0 years, male, white, stage:Stage IVA, dead, 2319 days	1906.9
TCGA-P3-A5QA-01A	0 years, male, stage:Stage I, alive, 2182 days	1770.5
TCGA-DQ-5631-01A	0 years, male, white, stage:'--, dead, 548 days	1730.5
TCGA-CV-7177-01A	0 years, female, white, stage:Stage II, dead, 663 days	1646.6
TCGA-CQ-6221-01A	0 years, male, white, stage:'--, alive, 1000 days	1628.5
TCGA-CV-5430-01A	0 years, male, white, stage:Stage IVA, alive, 4241 days	1610.9
TCGA-CN-A49A-01A	0 years, male, white, stage:Stage IVB, dead, 526 days	1583.9
TCGA-CQ-7072-01A	0 years, male, white, stage:Stage II, alive, 2359 days	1581.5
TCGA-QK-A6V9-01A	0 years, male, white, stage:Stage II, alive, 833 days	1567.2
TCGA-CN-6019-01A	0 years, male, white, stage:Stage IVA, alive, 1038 days	1564.4
TCGA-CV-7103-01A	0 years, male, white, stage:Stage IVA, dead, 1591 days	1563.8
TCGA-CV-7437-01A	0 years, male, stage:Stage II, dead, 506 days	1529.5
TCGA-CQ-5330-01A	0 years, female, white, stage:Stage IVA, alive, 1897 days	1529.2
TCGA-CV-7421-01A	0 years, male, white, stage:Stage IVA, dead, 2 days	1521.4
TCGA-CV-6937-01A	0 years, male, white, stage:Stage II, dead, 624 days	1520.2
TCGA-CN-4741-01A	0 years, male, white, stage:Stage IVA, alive, 2239 days	1434.0
TCGA-CV-5978-01A	0 years, female, black or african american, stage:Stage IVB, dead, 215 days	1427.2
TCGA-CV-5436-01A	0 years, male, stage:Stage IVA, dead, 584 days	1425.1
TCGA-CV-7424-01A	0 years, male, asian, stage:Stage IVA, dead, 453 days	1422.7
TCGA-BB-4225-01A	0 years, male, white, stage:'--, alive, 146 days	1394.1
TCGA-CR-6474-01A	0 years, male, white, stage:Stage IVA, dead, 564 days	1392.9
TCGA-QK-A6VB-01A	0 years, male, white, stage:Stage IVA, alive, 641 days	1391.9
TCGA-CN-4731-01A	0 years, female, white, stage:Stage IVA, dead, 998 days	1364.6
TCGA-QK-A8Z7-01A	0 years, male, black or african american, stage:Stage IVA, alive, 392 days	1359.7
TCGA-BA-A4IH-01A	0 years, male, white, stage:'--, alive, 622 days	1343.4
TCGA-CN-6022-01A	0 years, male, white, stage:Stage IVA, dead, 281 days	1336.5
TCGA-CN-4728-01A	0 years, male, white, stage:Stage IVA, alive, 1724 days	1331.4
TCGA-CQ-5329-01A	0 years, female, white, stage:Stage II, alive, 2143 days	1329.5
TCGA-CN-6010-01A	0 years, male, white, stage:Stage IVA, alive, 1523 days	1324.0
TCGA-CQ-A4CG-01A	0 years, female, white, stage:Stage III, dead, 430 days	1307.0
TCGA-CN-6023-01A	0 years, male, white, stage:Stage IVA, alive, 1584 days	1296.3
TCGA-HD-7831-01A	0 years, male, white, stage:Stage IVA, alive, 667 days	1290.6
TCGA-CV-6935-01A	0 years, male, white, stage:Stage IVA, dead, 295 days	1281.7
TCGA-HD-A634-01A	0 years, male, white, stage:Stage IVA, dead, 130 days	1278.8
TCGA-HD-8314-01A	0 years, male, white, stage:Stage III, alive, 670 days	1247.4
TCGA-CV-6945-01A	0 years, male, white, stage:Stage IVA, dead, 366 days	1241.0
TCGA-CQ-6228-01A	0 years, female, white, stage:Stage IVA, dead, 456 days	1240.6
TCGA-CN-6997-01A	0 years, male, white, stage:Stage IVA, dead, 988 days	1226.1
TCGA-DQ-7592-01A	0 years, male, american indian or alaska native, stage:'--, alive, 1143 days	1224.8
TCGA-CV-A45U-01A	0 years, male, white, stage:Stage IVA, dead, 1079 days	1224.2
TCGA-CR-7365-01A	0 years, male, white, stage:Stage IVA, alive, 1191 days	1212.8
TCGA-CV-6951-01A	0 years, male, white, stage:Stage IVA, dead, 915 days	1196.3
TCGA-CV-6950-01A	0 years, male, white, stage:Stage IVA, dead, 459 days	1193.2
TCGA-CV-6934-01A	0 years, female, white, stage:Stage IVA, dead, 65 days	1187.3
TCGA-CV-7100-01A	0 years, male, white, stage:Stage III, dead, 274 days	1186.8
TCGA-CN-6994-01A	0 years, male, white, stage:Stage IVA, alive, 1183 days	1183.7
TCGA-DQ-5624-01A	0 years, female, white, stage:'--, alive, 1778 days	1181.5
TCGA-CV-7097-01A	0 years, male, white, stage:Stage II, dead, 385 days	1181.0
TCGA-CV-5971-01A	0 years, male, white, stage:Stage IVA, alive, 701 days	1174.4
TCGA-CN-5363-01A	0 years, male, black or african american, stage:Stage IVB, dead, 253 days	1167.5
TCGA-CV-7406-01A	0 years, male, white, stage:Stage II, dead, 1748 days	1165.4
TCGA-CV-6433-01A	0 years, male, white, stage:Stage II, alive, 641 days	1162.1
TCGA-CR-7399-01A	0 years, female, white, stage:Stage IVA, alive, 181 days	1146.6
TCGA-CR-5247-01A	0 years, male, black or african american, stage:'--, alive, 358 days	1146.6
TCGA-IQ-A61O-01A	0 years, male, white, stage:Stage IVA, dead, 421 days	1122.3
TCGA-CQ-6224-01A	0 years, male, white, stage:Stage IVA, alive, 1721 days	1120.1
TCGA-BA-A4IF-01A	0 years, male, white, stage:'--, alive, 895 days	1112.3
TCGA-CV-7414-01A	0 years, male, white, stage:Stage IVA, dead, 14 days	1109.4
TCGA-CV-5444-01A	0 years, male, black or african american, stage:Stage IVA, alive, 2437 days	1103.7
TCGA-T3-A92M-01A	0 years, male, black or african american, stage:Stage IVA, alive, 417 days	1100.6
TCGA-CV-6961-01A	0 years, male, white, stage:Stage II, dead, 76 days	1100.4
TCGA-CX-7082-01A	0 years, male, white, stage:Stage IVA, dead, 11 days	1089.9
TCGA-CR-7374-01A	0 years, female, white, stage:'--, alive, 30 days	1084.5
TCGA-CR-6493-01A	0 years, male, black or african american, stage:Stage IVA, dead, 282 days	1074.3
TCGA-P3-A6T0-01A	0 years, female, white, stage:Stage IVA, alive, 578 days	1073.8
TCGA-CN-A63U-01A	0 years, male, white, stage:Stage IVA, alive, 964 days	1071.5
TCGA-D6-6515-01A	0 years, female, white, stage:Stage II, dead, 403 days	1068.3
TCGA-CV-7438-01A	0 years, female, white, stage:Stage I, dead, 194 days	1066.9
TCGA-CN-6011-01A	0 years, male, white, stage:Stage IVA, alive, 933 days	1063.7
TCGA-CQ-6225-01A	0 years, male, white, stage:Stage III, dead, 403 days	1062.4
TCGA-CV-6960-01A	0 years, male, black or african american, stage:Stage III, dead, 862 days	1060.1
TCGA-CN-4735-01A	0 years, male, white, stage:Stage IVA, alive, 1737 days	1055.3
TCGA-CV-6959-01A	0 years, male, white, stage:Stage III, dead, 256 days	1053.4
TCGA-HL-7533-01A	0 years, male, white, stage:'--, alive, 1057 days	1052.8
TCGA-CV-7245-01A	0 years, male, white, stage:Stage IVA, alive, 797 days	1048.8
TCGA-CV-7255-01A	0 years, female, white, stage:Stage IVA, dead, 64 days	1046.5
TCGA-CV-7415-01A	0 years, male, white, stage:Stage IVA, dead, 695 days	1046.3
TCGA-CV-5432-01A	0 years, male, white, stage:Stage III, alive, 3930 days	1045.3
TCGA-BA-5153-01A	0 years, male, white, stage:'--, dead, 1762 days	1043.2
TCGA-UF-A7JK-01A	0 years, male, stage:Stage IVA, dead, 424 days	1042.0
TCGA-CR-7364-01A	0 years, male, white, stage:Stage III, alive, 1435 days	1036.5
TCGA-CN-6016-01A	0 years, male, white, stage:Stage IVA, alive, 1443 days	1031.0
TCGA-HD-7754-01A	0 years, male, white, stage:Stage IVA, alive, 783 days	1015.2
TCGA-CQ-5332-01A	0 years, male, white, stage:Stage III, dead, 317 days	1014.2
TCGA-CV-5441-01A	0 years, male, white, stage:Stage IVA, alive, 2886 days	1013.2
TCGA-UF-A7JD-01A	0 years, male, stage:Stage IVA, dead, 739 days	1013.1
TCGA-CN-5366-01A	0 years, male, white, stage:Stage IVA, dead, 360 days	1011.2
TCGA-CR-7398-01A	0 years, female, white, stage:Stage II, alive, 156 days	1005.7
TCGA-QK-A6IG-01A	0 years, male, white, stage:Stage III, dead, 222 days	1000.6
TCGA-CV-7263-01A	0 years, male, black or african american, stage:Stage II, dead, 560 days	986.2
TCGA-CV-6441-01A	0 years, male, white, stage:Stage III, dead, 292 days	984.6
TCGA-CQ-7065-01A	0 years, male, asian, stage:Stage II, alive, 1628 days	981.8
TCGA-CN-4725-01A	0 years, male, white, stage:Stage II, alive, 1157 days	981.6
TCGA-CV-7422-01A	0 years, female, white, stage:Stage IVA, dead, 1037 days	974.8
TCGA-CN-5364-01A	0 years, male, white, stage:Stage IVA, dead, 493 days	969.0
TCGA-UF-A71B-01A	0 years, male, white, stage:Stage IVA, alive, 1506 days	966.6
TCGA-CX-A4AQ-01A	0 years, male, white, stage:Stage IVA, alive, 1555 days	966.6
TCGA-KU-A6H8-01A	0 years, male, white, stage:Stage IVA, dead, 327 days	962.6
TCGA-RS-A6TP-01A	0 years, male, white, stage:Stage II, alive, 516 days	961.9
TCGA-UF-A7J9-01A	0 years, male, white, stage:Stage IVA, alive, 1358 days	960.3
TCGA-DQ-7591-01A	0 years, male, white, stage:'--, alive, 622 days	960.3
TCGA-CR-7369-01A	0 years, male, white, stage:Stage IVA, dead, 1090 days	956.4
TCGA-CR-6488-01A	0 years, female, white, stage:Stage II, alive, 379 days	953.2
TCGA-CN-5355-01A	0 years, male, black or african american, stage:Stage IVA, alive, 1278 days	952.3
TCGA-CN-6989-01A	0 years, male, white, stage:Stage IVA, dead, 980 days	950.5
TCGA-CR-7386-01A	0 years, male, white, stage:Stage IVA, alive, 1430 days	949.9
TCGA-CV-6940-01A	0 years, female, white, stage:Stage III, dead, 804 days	949.7
TCGA-CR-7367-01A	0 years, male, white, stage:Stage IVA, alive, 1440 days	948.9
TCGA-CN-4737-01A	0 years, male, white, stage:Stage IVA, alive, 625 days	947.4
TCGA-TN-A7HI-01A	0 years, male, white, stage:Stage IVA, alive, 412 days	945.3
TCGA-CV-7416-01A	0 years, female, white, stage:Stage IVA, dead, 763 days	945.1
TCGA-UF-A7JA-01A	0 years, female, white, stage:Stage IVA, alive, 2265 days	942.8
TCGA-UF-A7JV-01A	0 years, female, white, stage:Stage IVA, dead, 90 days	941.1
TCGA-CR-7371-01A	0 years, female, white, stage:Stage III, dead, 94 days	936.5
TCGA-CQ-6227-01A	0 years, male, white, stage:Stage IVA, dead, 129 days	936.2
TCGA-CR-7377-01A	0 years, male, white, stage:Stage IVA, dead, 279 days	936.1
TCGA-CV-7102-01A	0 years, female, white, stage:Stage IVA, dead, 56 days	934.6
TCGA-CQ-A4C7-01A	0 years, male, white, stage:Stage III, dead, 353 days	932.5
TCGA-DQ-5629-01A	0 years, male, white, stage:'--, dead, 941 days	931.9
TCGA-CR-7372-01A	0 years, male, white, stage:Stage I, alive, 759 days	929.9
TCGA-CN-6018-01A	0 years, female, white, stage:Stage IVA, dead, 580 days	927.8
TCGA-CV-A45Z-01A	0 years, male, white, stage:'--, dead, 1466 days	925.3
TCGA-CV-7446-01A	0 years, male, white, stage:Stage IVA, dead, 1093 days	925.2
TCGA-CR-7397-01A	0 years, male, white, stage:Stage IVA, alive, 754 days	924.1
TCGA-BA-5555-01A	0 years, male, black or african american, stage:Stage IVA, alive, 520 days	923.2
TCGA-CV-7440-01A	0 years, male, white, stage:Stage II, dead, 675 days	920.2
TCGA-WA-A7GZ-01A	0 years, male, white, stage:'--, dead, 625 days	918.7
TCGA-UP-A6WW-01A	0 years, male, white, stage:'--, alive, 518 days	917.7
TCGA-CN-5359-01A	0 years, male, white, stage:Stage IVA, dead, 377 days	916.5
TCGA-CN-4740-01A	0 years, female, white, stage:Stage IVA, dead, 839 days	914.3
TCGA-CR-7376-01A	0 years, male, white, stage:Stage III, alive, 972 days	911.0
TCGA-CN-A6V7-01A	0 years, male, white, stage:Stage IVA, alive, 594 days	909.2
TCGA-CV-6933-01A	0 years, male, white, stage:Stage III, dead, 2741 days	908.1
TCGA-F7-A61S-01A	0 years, male, white, stage:Stage III, alive, 576 days	905.6
TCGA-CV-6962-01A	0 years, male, white, stage:Stage IVA, dead, 126 days	903.2
TCGA-D6-6823-01A	0 years, male, white, stage:Stage II, alive, 701 days	901.6
TCGA-BA-A8YP-01A	0 years, male, black or african american, stage:Stage IVB, alive, 499 days	900.0
TCGA-CV-7095-01A	0 years, female, stage:Stage II, dead, 572 days	900.0
TCGA-CV-5434-01A	0 years, male, black or african american, stage:Stage IVA, dead, 3314 days	895.9
TCGA-BA-A6DE-01A	0 years, female, white, stage:Stage II, alive, 440 days	884.7
TCGA-DQ-7588-01A	0 years, male, white, stage:'--, dead, 427 days	880.1
TCGA-CV-7433-01A	0 years, male, white, stage:Stage IVA, dead, 601 days	879.2
TCGA-CV-7090-01A	0 years, male, white, stage:Stage II, alive, 5252 days	877.3
TCGA-CN-A6V3-01A	0 years, male, white, stage:Stage IVA, alive, 742 days	877.0
TCGA-UF-A7JO-01A	0 years, female, white, stage:Stage IVA, dead, 631 days	874.4
TCGA-UF-A71A-01A	0 years, male, white, stage:Stage IVA, dead, 86 days	870.6
TCGA-D6-6824-01A	0 years, male, white, stage:Stage IVA, alive, 77 days	870.4
TCGA-CR-7389-01A	0 years, male, black or african american, stage:'--, alive, 392 days	869.4
TCGA-CN-5361-01A	0 years, male, white, stage:Stage IVA, dead, 2120 days	868.4
TCGA-HD-7753-01A	0 years, male, black or african american, stage:Stage I, alive, 866 days	864.8
TCGA-CR-6472-01A	0 years, male, white, stage:'--, alive, 1050 days	861.7
TCGA-KU-A66S-01A	0 years, female, white, stage:Stage III, dead, 406 days	860.3
TCGA-CV-5979-01A	0 years, male, white, stage:Stage IVA, alive, 1315 days	859.9
TCGA-CV-7253-01A	0 years, male, black or african american, stage:Stage IVA, dead, 361 days	852.9
TCGA-CV-7429-01A	0 years, male, white, stage:Stage IVA, dead, 107 days	852.5
TCGA-CN-4739-01A	0 years, male, white, stage:Stage IVA, dead, 1394 days	850.7
TCGA-T2-A6X0-01A	0 years, male, white, stage:'--, alive, 216 days	850.3
TCGA-CR-7368-01A	0 years, male, white, stage:Stage IVA, alive, 1245 days	848.7
TCGA-CR-7370-01A	0 years, female, white, stage:'--, alive, 105 days	847.8
TCGA-CN-4736-01A	0 years, female, white, stage:'--, dead, 395 days	846.4
TCGA-CQ-5326-01A	0 years, male, white, stage:Stage IVA, dead, 89 days	844.5
TCGA-BA-A4IG-01A	0 years, male, white, stage:'--, alive, 855 days	842.9
TCGA-D6-8569-01A	0 years, male, white, stage:Stage II, alive, 770 days	839.9
TCGA-CN-A497-01A	0 years, male, stage:Stage III, alive, 1065 days	835.7
TCGA-CR-6482-01A	0 years, male, black or african american, stage:'--, alive, 345 days	833.9
TCGA-CR-7401-01A	0 years, male, white, stage:Stage I, alive, 1077 days	833.5
TCGA-CN-6988-01A	0 years, male, white, stage:Stage IVA, alive, 318 days	832.8
TCGA-CV-7180-01A	0 years, male, white, stage:Stage II, dead, 327 days	832.4
TCGA-CN-4742-01A	0 years, female, white, stage:Stage IVA, dead, 397 days	832.3
TCGA-F7-A61W-01A	0 years, male, asian, stage:Stage IVA, alive, 14 days	832.3
TCGA-CN-5374-01A	0 years, female, white, stage:Stage IVA, dead, 1732 days	831.3
TCGA-CR-6480-01A	0 years, male, white, stage:'--, alive, 362 days	830.9
TCGA-CR-6491-01A	0 years, male, black or african american, stage:Stage IVA, alive, 693 days	828.4
TCGA-F7-7848-01A	0 years, male, white, stage:Stage IVA, alive, 1131 days	828.0
TCGA-QK-AA3K-01A	0 years, male, black or african american, stage:Stage IVA, alive, 253 days	827.2
TCGA-D6-6825-01A	0 years, male, white, stage:Stage I, alive, 491 days	826.3
TCGA-CQ-A4C6-01A	0 years, male, asian, stage:Stage II, alive, 1353 days	825.3
TCGA-D6-6827-01A	0 years, female, white, stage:Stage I, alive, 568 days	825.2
TCGA-CR-6470-01A	0 years, male, white, stage:Stage II, alive, 1521 days	823.2
TCGA-CR-7383-01A	0 years, female, white, stage:Stage I, dead, 521 days	823.1
TCGA-F7-8298-01A	0 years, male, white, stage:Stage I, alive, 995 days	818.9
TCGA-CN-4738-01A	0 years, male, white, stage:Stage IVA, dead, 436 days	816.2
TCGA-CV-7568-01A	0 years, female, white, stage:Stage IVA, dead, 927 days	808.9
TCGA-CR-6477-01A	0 years, female, white, stage:'--, alive, 514 days	805.9
TCGA-CN-5356-01A	0 years, male, white, stage:Stage III, alive, 1409 days	802.6
TCGA-CQ-5333-01A	0 years, male, white, stage:Stage II, dead, 341 days	801.9
TCGA-BA-5151-01A	0 years, male, white, stage:Stage IVA, alive, 722 days	801.8
TCGA-CV-7104-01A	0 years, female, white, stage:Stage IVA, dead, 393 days	799.0
TCGA-BB-4228-01A	0 years, male, white, stage:Stage III, alive, 559 days	798.8
TCGA-CQ-5334-01A	0 years, male, white, stage:Stage IVA, dead, 129 days	797.7
TCGA-CV-5977-01A	0 years, male, white, stage:Stage IVA, alive, 1840 days	792.5
TCGA-CR-5249-01A	0 years, female, white, stage:Stage II, alive, 1152 days	792.4
TCGA-CN-4723-01A	0 years, male, white, stage:Stage IVA, alive, 1699 days	790.7
TCGA-CV-5976-01A	0 years, male, white, stage:Stage IVA, alive, 1478 days	790.6
TCGA-CN-6992-01A	0 years, male, white, stage:Stage IVA, alive, 1066 days	790.3
TCGA-CN-5370-01A	0 years, male, white, stage:Stage III, dead, 259 days	788.7
TCGA-CR-7385-01A	0 years, male, white, stage:'--, alive, 997 days	788.1
TCGA-IQ-A6SG-01A	0 years, female, white, stage:Stage III, alive, 579 days	785.2
TCGA-CQ-7069-01A	0 years, female, white, stage:Stage II, alive, 1274 days	784.2
TCGA-CV-5440-01A	0 years, male, white, stage:Stage IVA, alive, 3270 days	783.7
TCGA-CN-6012-01A	0 years, male, white, stage:Stage IVA, alive, 1460 days	781.8
TCGA-CV-A6JZ-01A	0 years, male, white, stage:Stage II, alive, 714 days	780.8
TCGA-IQ-7630-01A	0 years, male, white, stage:Stage II, alive, 485 days	776.2
TCGA-BA-4075-01A	0 years, male, black or african american, stage:Stage III, dead, 283 days	775.9
TCGA-H7-8502-01A	0 years, male, white, stage:Stage IVA, alive, 458 days	774.9
TCGA-BB-A5HY-01A	0 years, male, white, stage:Stage IVA, dead, 321 days	773.0
TCGA-CV-A464-01A	0 years, male, white, stage:Stage III, alive, 1722 days	772.9
TCGA-QK-A6IF-01A	0 years, male, white, stage:'--, alive, 704 days	771.2
TCGA-CV-7091-01A	0 years, male, white, stage:Stage I, alive, 3381 days	770.8
TCGA-BB-A6UM-01A	0 years, male, white, stage:Stage III, alive, 393 days	768.9
TCGA-BA-6873-01A	0 years, male, white, stage:Stage IVA, alive, 122 days	768.7
TCGA-UF-A7JH-01A	0 years, male, black or african american, stage:Stage IVA, alive, 896 days	767.1
TCGA-CV-7435-01A	0 years, female, white, stage:Stage IVA, dead, 4680 days	763.6
TCGA-CR-6467-01A	0 years, male, white, stage:Stage III, alive, 1777 days	755.0
TCGA-UF-A7JF-01A	0 years, male, white, stage:Stage IVA, alive, 1686 days	750.6
TCGA-BA-4078-01A	0 years, male, white, stage:'--, dead, 276 days	749.3
TCGA-IQ-7631-01A	0 years, female, white, stage:Stage II, alive, 1172 days	747.5
TCGA-CQ-6222-01A	0 years, male, white, stage:Stage IVA, alive, 2016 days	746.7
TCGA-CR-6471-01A	0 years, male, white, stage:Stage IVA, dead, 1202 days	743.9
TCGA-CN-A63W-01A	0 years, female, white, stage:Stage IVA, dead, 377 days	743.7
TCGA-CV-7430-01A	0 years, male, white, stage:Stage IVA, dead, 495 days	741.6
TCGA-BB-8596-01A	0 years, female, white, stage:Stage IVA, alive, 2161 days	740.7
TCGA-CV-6943-01A	0 years, male, white, stage:Stage III, dead, 602 days	739.0
TCGA-D6-A74Q-01A	0 years, male, white, stage:Stage IVA, alive, 710 days	738.4
TCGA-DQ-5625-01A	0 years, female, white, stage:'--, dead, 1133 days	736.3
TCGA-CV-7261-01A	0 years, male, white, stage:Stage IVA, alive, 1512 days	734.9
TCGA-CN-6024-01A	0 years, male, white, stage:Stage IVA, dead, 337 days	733.7
TCGA-BA-A6DG-01A	0 years, male, white, stage:'--, dead, 69 days	729.6
TCGA-CV-6436-01A	0 years, male, white, stage:Stage IVA, alive, 1899 days	728.8
TCGA-CR-7404-01A	0 years, male, white, stage:'--, alive, 1472 days	727.4
TCGA-CR-6492-01A	0 years, male, white, stage:Stage III, alive, 479 days	726.3
TCGA-IQ-7632-01A	0 years, female, white, stage:Stage IVA, alive, 441 days	724.8
TCGA-CN-6021-01A	0 years, female, white, stage:'--, dead, 276 days	723.6
TCGA-CV-7413-01A	0 years, female, white, stage:Stage II, dead, 294 days	723.2
TCGA-D6-6517-01A	0 years, male, white, stage:Stage III, alive, 292 days	722.1
TCGA-CV-6939-01A	0 years, male, white, stage:Stage IVA, dead, 666 days	721.0
TCGA-BA-5557-01A	0 years, female, stage:Stage III, alive, 623 days	720.9
TCGA-QK-A652-01A	0 years, male, white, stage:Stage III, alive, 645 days	720.7
TCGA-BA-5559-01A	0 years, male, white, stage:'--, dead, 2083 days	719.3
TCGA-CR-7393-01A	0 years, male, white, stage:Stage III, alive, 993 days	717.0
TCGA-CV-7250-01A	0 years, male, white, stage:Stage IVA, dead, 2900 days	716.9
TCGA-CV-7410-01A	0 years, male, white, stage:Stage III, dead, 6417 days	714.4
TCGA-4P-AA8J-01A	0 years, male, black or african american, stage:Stage IVA, alive, 102 days	711.9
TCGA-CN-6017-01A	0 years, male, white, stage:Stage IVA, dead, 853 days	708.2
TCGA-CV-5443-01A	0 years, male, black or african american, stage:Stage III, alive, 2784 days	706.7
TCGA-CR-7382-01A	0 years, male, white, stage:Stage IVA, alive, 796 days	706.3
TCGA-CN-5367-01A	0 years, female, white, stage:Stage IVA, dead, 352 days	700.7
TCGA-CV-7423-01A	0 years, male, white, stage:Stage II, dead, 3059 days	700.5
TCGA-CV-A461-01A	0 years, male, white, stage:'--, dead, 2064 days	697.5
TCGA-CR-5250-01A	0 years, male, white, stage:'--, alive, 799 days	697.3
TCGA-UF-A718-01A	0 years, male, white, stage:Stage IVA, alive, 1971 days	695.7
TCGA-HD-8224-01A	0 years, male, white, stage:Stage IVA, dead, 446 days	694.1
TCGA-P3-A5QE-01A	0 years, male, white, stage:Stage III, alive, 1559 days	689.6
TCGA-CR-7392-01A	0 years, female, white, stage:Stage IVA, alive, 1425 days	687.1
TCGA-HD-7229-01A	0 years, male, white, stage:Stage IVA, alive, 1027 days	685.8
TCGA-WA-A7H4-01A	0 years, male, white, stage:Stage II, alive, 443 days	683.0
TCGA-CN-A49C-01A	0 years, male, white, stage:'--, alive, 645 days	682.8
TCGA-CV-A465-01A	0 years, male, white, stage:Stage III, dead, 215 days	682.6
TCGA-CV-5442-01A	0 years, female, white, stage:Stage IVA, alive, 2327 days	682.1
TCGA-CR-7390-01A	0 years, male, white, stage:Stage IVA, alive, 1508 days	680.9
TCGA-CQ-A4CH-01A	0 years, male, asian, stage:Stage II, dead, 379 days	679.8
TCGA-HD-7832-01A	0 years, male, white, stage:Stage IVA, alive, 836 days	679.1
TCGA-CQ-5323-01A	0 years, male, white, stage:Stage I, alive, 1466 days	678.1
TCGA-CN-6996-01A	0 years, female, white, stage:Stage IVA, dead, 530 days	668.7
TCGA-CR-6478-01A	0 years, female, white, stage:'--, dead, 183 days	668.5
TCGA-CV-7248-01A	0 years, female, black or african american, stage:Stage IVA, dead, 521 days	668.3
TCGA-CR-7380-01A	0 years, male, white, stage:Stage IVB, dead, 606 days	667.3
TCGA-IQ-A61E-01A	0 years, female, white, stage:Stage III, alive, 1147 days	667.1
TCGA-BB-4217-01A	0 years, male, black or african american, stage:Stage IVA, alive, 187 days	666.6
TCGA-CV-7242-01A	0 years, female, white, stage:Stage II, alive, 1095 days	660.5
TCGA-CV-7254-01A	0 years, male, white, stage:Stage II, dead, 1459 days	660.4
TCGA-CN-6998-01A	0 years, male, white, stage:Stage IVA, dead, 357 days	659.8
TCGA-F7-8489-01A	0 years, male, white, stage:Stage II, alive, 658 days	659.8
TCGA-BA-6872-01A	0 years, male, white, stage:'--, dead, 384 days	659.7
TCGA-CN-A498-01A	0 years, female, white, stage:Stage III, dead, 773 days	659.5
TCGA-CV-7178-01A	0 years, female, white, stage:Stage IVA, dead, 2166 days	659.0
TCGA-QK-A6VC-01A	0 years, female, black or african american, stage:Stage IVA, alive, 600 days	657.0
TCGA-CR-7391-01A	0 years, female, white, stage:Stage I, alive, 913 days	657.0
TCGA-MT-A7BN-01A	0 years, male, white, stage:Stage IVA, alive, 469 days	656.3
TCGA-CV-7434-01A	0 years, male, white, stage:Stage IVA, dead, 218 days	656.0
TCGA-BA-A6DI-01A	0 years, male, black or african american, stage:'--, dead, 336 days	656.0
TCGA-CV-6936-01A	0 years, male, white, stage:Stage IVA, dead, 166 days	654.7
TCGA-CR-7394-01A	0 years, male, white, stage:Stage IVA, alive, 1346 days	652.2
TCGA-CN-A499-01A	0 years, female, white, stage:Stage II, alive, 717 days	647.8
TCGA-CV-7089-01A	0 years, male, white, stage:Stage IVA, dead, 1972 days	646.1
TCGA-CQ-6229-01A	0 years, male, white, stage:Stage II, alive, 1179 days	644.6
TCGA-D6-6516-01A	0 years, male, white, stage:Stage I, alive, 773 days	643.1
TCGA-BA-5558-01A	0 years, male, white, stage:'--, alive, 1995 days	642.0
TCGA-QK-A8ZA-01A	0 years, male, black or african american, stage:'--, dead, 371 days	641.5
TCGA-CR-7379-01A	0 years, female, white, stage:Stage IVA, alive, 1036 days	640.7
TCGA-CV-7252-01A	0 years, female, black or african american, stage:Stage IVA, dead, 151 days	639.7
TCGA-CV-6942-01A	0 years, female, white, stage:Stage II, alive, 4282 days	639.0
TCGA-CR-7373-01A	0 years, male, white, stage:Stage IVA, alive, 889 days	637.3
TCGA-D6-A6EO-01A	0 years, male, white, stage:Stage IVA, alive, 759 days	636.8
TCGA-CN-5365-01A	0 years, male, white, stage:Stage IVB, dead, 351 days	636.7
TCGA-D6-A4Z9-01A	0 years, male, white, stage:Stage IVA, alive, 539 days	634.5
TCGA-KU-A66T-01A	0 years, female, white, stage:Stage IVA, alive, 552 days	634.4
TCGA-CN-4730-01A	0 years, male, white, stage:Stage IVA, alive, 817 days	634.3
TCGA-T3-A92N-01A	0 years, male, black or african american, stage:Stage IVA, dead, 95 days	632.8
TCGA-IQ-A61I-01A	0 years, male, black or african american, stage:Stage IVA, dead, 2 days	632.8
TCGA-BA-5556-01A	0 years, female, white, stage:Stage II, alive, 725 days	632.4
TCGA-D6-A6EP-01A	0 years, male, white, stage:Stage III, alive, 424 days	632.2
TCGA-CR-6481-01A	0 years, male, white, stage:'--, alive, 311 days	632.0
TCGA-CX-7219-01A	0 years, male, black or african american, stage:Stage IVA, alive, 1045 days	628.1
TCGA-CQ-A4CB-01A	0 years, male, stage:Stage III, alive, 893 days	627.4
TCGA-CR-5248-01A	0 years, male, white, stage:'--, alive, 1663 days	627.0
TCGA-CN-5360-01A	0 years, male, white, stage:Stage IVA, alive, 2169 days	626.3
TCGA-CV-5966-01A	0 years, female, white, stage:Stage IVA, dead, 545 days	624.5
TCGA-P3-A6T4-01A	0 years, male, white, stage:Stage IVA, dead, 62 days	621.9
TCGA-MT-A51X-01A	0 years, male, white, stage:Stage IVA, alive, 242 days	620.8
TCGA-UF-A7JC-01A	0 years, male, white, stage:Stage IVA, dead, 546 days	617.4
TCGA-CQ-5324-01A	0 years, male, white, stage:Stage III, alive, 1593 days	616.8
TCGA-CV-5439-01A	0 years, male, white, stage:Stage IVA, dead, 546 days	616.4
TCGA-CV-6003-01A	0 years, female, white, stage:Stage III, alive, 1665 days	616.2
TCGA-P3-A5Q6-01A	0 years, male, white, stage:Stage IVA, dead, 480 days	614.3
TCGA-BA-4076-01A	0 years, male, white, stage:'--, dead, 415 days	613.4
TCGA-CQ-6220-01A	0 years, male, white, stage:Stage III, dead, 985 days	612.5
TCGA-CX-7086-01A	0 years, male, black or african american, stage:Stage III, alive, 573 days	611.3
TCGA-CN-5369-01A	0 years, female, white, stage:Stage IVA, dead, 1 days	608.4
TCGA-CV-7428-01A	0 years, male, white, stage:Stage IVA, dead, 1671 days	607.3
TCGA-F7-A50J-01A	0 years, female, white, stage:Stage III, alive, 947 days	606.8
TCGA-UF-A71D-01A	0 years, female, white, stage:Stage IVA, alive, 1461 days	606.6
TCGA-QK-AA3J-01A	0 years, male, black or african american, stage:Stage I, alive, 466 days	604.4
TCGA-BB-4223-01A	0 years, male, white, stage:Stage IVA, alive, 3221 days	602.5
TCGA-CV-A460-01A	0 years, male, white, stage:'--, dead, 1838 days	602.0
TCGA-CV-7238-01A	0 years, female, white, stage:Stage II, alive, 2727 days	601.2
TCGA-C9-A47Z-01A	0 years, female, asian, stage:Stage III, dead, 191 days	599.8
TCGA-CV-6941-01A	0 years, male, white, stage:Stage III, dead, 342 days	596.8
TCGA-CV-7235-01A	0 years, male, white, stage:Stage II, alive, 2347 days	596.0
TCGA-D6-A4ZB-01A	0 years, male, white, stage:Stage III, alive, 376 days	594.5
TCGA-CV-5970-01A	0 years, male, white, stage:Stage IVA, dead, 406 days	590.4
TCGA-CR-6487-01A	0 years, male, white, stage:Stage I, alive, 234 days	588.5
TCGA-MZ-A5BI-01A	0 years, male, white, stage:'--, dead, 217 days	587.6
TCGA-QK-A8ZB-01A	0 years, male, black or african american, stage:Stage IVA, alive, 542 days	587.4
TCGA-F7-A623-01A	0 years, male, white, stage:Stage IVA, alive, 616 days	586.5
TCGA-F7-A624-01A	0 years, male, white, stage:Stage II, alive, 378 days	586.1
TCGA-D6-8568-01A	0 years, male, white, stage:Stage II, alive, 759 days	585.4
TCGA-CN-A49B-01A	0 years, male, white, stage:Stage III, alive, 904 days	584.2
TCGA-MT-A67D-01A	0 years, male, white, stage:Stage II, alive, 56 days	583.3
TCGA-BA-6871-01A	0 years, male, white, stage:'--, dead, 108 days	583.0
TCGA-CV-5431-01A	0 years, male, white, stage:Stage IVA, dead, 522 days	581.3
TCGA-CN-A63T-01A	0 years, male, white, stage:Stage IVA, alive, 225 days	580.9
TCGA-BA-6869-01A	0 years, male, white, stage:Stage III, alive, 644 days	580.6
TCGA-CV-7418-01A	0 years, male, black or african american, stage:Stage IVA, dead, 789 days	579.4
TCGA-CV-7432-01A	0 years, male, white, stage:Stage II, dead, 2570 days	578.2
TCGA-CN-4727-01A	0 years, male, white, stage:Stage IVA, alive, 1560 days	577.3
TCGA-P3-A6T5-01A	0 years, female, white, stage:Stage IVA, dead, 882 days	577.2
TCGA-P3-A5QF-01A	0 years, male, white, stage:Stage IVA, dead, 330 days	575.0
TCGA-CV-7407-01A	0 years, female, white, stage:Stage II, dead, 1081 days	574.6
TCGA-UF-A7JT-01A	0 years, female, white, stage:Stage IVA, dead, 993 days	574.0
TCGA-CN-4729-01A	0 years, male, white, stage:Stage III, alive, 392 days	573.5
TCGA-BB-4224-01A	0 years, male, white, stage:Stage IVA, alive, 278 days	572.5
TCGA-P3-A6T8-01A	0 years, male, white, stage:Stage IVA, alive, 400 days	572.4
TCGA-P3-A6T3-01A	0 years, male, white, stage:Stage IVA, dead, 577 days	571.7
TCGA-HD-8635-01A	0 years, female, white, stage:Stage III, alive, 695 days	569.8
TCGA-CV-A45V-01A	0 years, female, white, stage:Stage IVA, dead, 32 days	566.9
TCGA-UF-A7JJ-01A	0 years, male, stage:Stage IVA, alive, 549 days	565.4
TCGA-CV-A6JD-01A	0 years, female, white, stage:'--, dead, 182 days	563.0
TCGA-CQ-A4C9-01A	0 years, male, stage:Stage III, alive, 707 days	559.3
TCGA-D6-6826-01A	0 years, female, white, stage:Stage IVA, dead, 348 days	559.3
TCGA-HD-A633-01A	0 years, male, white, stage:Stage IVA, alive, 421 days	559.2
TCGA-DQ-5630-01A	0 years, male, white, stage:'--, alive, 1030 days	558.5
TCGA-CR-7395-01A	0 years, female, white, stage:Stage II, alive, 930 days	557.2
TCGA-IQ-A61J-01A	0 years, male, white, stage:Stage IVA, alive, 1021 days	556.5
TCGA-MZ-A6I9-01A	0 years, male, white, stage:'--, dead, 489 days	549.3
TCGA-HD-A4C1-01A	0 years, female, black or african american, stage:Stage IVA, alive, 11 days	547.9
TCGA-TN-A7HJ-01A	0 years, male, white, stage:Stage IVA, alive, 403 days	547.5
TCGA-CR-7388-01A	0 years, female, white, stage:'--, dead, 823 days	547.1
TCGA-CV-7101-01A	0 years, male, white, stage:Stage II, dead, 160 days	546.7
TCGA-CN-5373-01A	0 years, female, white, stage:Stage I, alive, 1584 days	544.4
TCGA-CV-6938-01A	0 years, male, white, stage:Stage II, dead, 144 days	540.4
TCGA-F7-A50I-01A	0 years, male, white, stage:Stage IVA, alive, 92 days	535.3
TCGA-CN-6020-01A	0 years, male, black or african american, stage:Stage III, dead, 205 days	535.0
TCGA-CQ-7068-01A	0 years, female, white, stage:Stage II, alive, 1309 days	533.9
TCGA-CV-7183-01A	0 years, male, white, stage:Stage II, alive, 3981 days	533.5
TCGA-CV-7247-01A	0 years, male, white, stage:Stage III, dead, 577 days	532.3
TCGA-CQ-6223-01A	0 years, male, white, stage:Stage II, alive, 1428 days	531.2
TCGA-P3-A6SX-01A	0 years, male, white, stage:Stage III, dead, 1430 days	529.6
TCGA-QK-A8Z8-01A	0 years, female, black or african american, stage:Stage IVC, dead, 171 days	528.2
TCGA-IQ-A6SH-01A	0 years, male, black or african american, stage:Stage III, alive, 471 days	527.8
TCGA-BA-A6DB-01A	0 years, female, white, stage:Stage I, alive, 216 days	526.7
TCGA-CN-5358-01A	0 years, male, white, stage:Stage II, dead, 261 days	526.2
TCGA-CN-A6V6-01A	0 years, male, white, stage:Stage IVA, alive, 635 days	523.8
TCGA-QK-A64Z-01A	0 years, female, white, stage:Stage IVA, dead, 641 days	523.7
TCGA-C9-A480-01A	0 years, female, asian, stage:Stage III, alive, 386 days	523.2
TCGA-CN-4734-01A	0 years, male, white, stage:Stage II, alive, 1690 days	522.7
TCGA-CQ-6218-01A	0 years, female, white, stage:Stage IVA, alive, 1253 days	520.8
TCGA-CQ-5327-01A	0 years, female, asian, stage:Stage IVA, alive, 1660 days	520.8
TCGA-CV-A45R-01A	0 years, male, white, stage:Stage III, alive, 5480 days	516.4
TCGA-CV-6948-01A	0 years, female, white, stage:Stage IVB, dead, 1289 days	515.4
TCGA-CV-7411-01A	0 years, female, white, stage:Stage IVA, dead, 2717 days	513.2
TCGA-CV-6952-01A	0 years, female, white, stage:Stage IVA, dead, 185 days	509.1
TCGA-CN-A642-01A	0 years, male, white, stage:Stage IVB, dead, 82 days	506.8
TCGA-CN-6995-01A	0 years, male, white, stage:Stage IVA, dead, 112 days	504.1
TCGA-CV-7236-01A	0 years, female, white, stage:Stage IVA, dead, 144 days	503.3
TCGA-CX-7085-01A	0 years, female, white, stage:Stage I, alive, 321 days	502.6
TCGA-CQ-6219-01A	0 years, female, white, stage:Stage IVA, dead, 479 days	500.8
TCGA-CR-5243-01A	0 years, male, white, stage:'--, alive, 2562 days	499.8
TCGA-BA-A6D8-01A	0 years, male, black or african american, stage:Stage IVA, alive, 850 days	499.1
TCGA-CV-A6K2-01A	0 years, male, white, stage:Stage IVA, dead, 317 days	495.2
TCGA-BB-8601-01A	0 years, male, black or african american, stage:Stage III, alive, 624 days	493.7
TCGA-IQ-A61H-01A	0 years, male, white, stage:Stage II, alive, 1138 days	492.5
TCGA-CV-7427-01A	0 years, female, white, stage:Stage II, dead, 4760 days	492.4
TCGA-BA-A6DL-01A	0 years, male, white, stage:'--, alive, 623 days	491.7
TCGA-P3-A6T2-01A	0 years, male, white, stage:Stage IVA, alive, 2298 days	491.1
TCGA-CV-A45Y-01A	0 years, male, american indian or alaska native, stage:Stage IVA, dead, 2703 days	490.7
TCGA-CN-A6UY-01A	0 years, male, white, stage:Stage IVA, alive, 713 days	490.7
TCGA-CR-6473-01A	0 years, male, white, stage:'--, alive, 1125 days	490.0
TCGA-BA-A4II-01A	0 years, male, white, stage:Stage II, alive, 918 days	489.5
TCGA-CV-A468-01A	0 years, male, stage:Stage IVA, dead, 464 days	488.4
TCGA-BB-4227-01A	0 years, male, white, stage:Stage IVA, alive, 134 days	487.0
TCGA-CQ-5331-01A	0 years, female, white, stage:'--, alive, 1399 days	486.8
TCGA-HD-8634-01A	0 years, female, white, stage:Stage I, dead, 385 days	479.9
TCGA-MT-A51W-01A	0 years, female, white, stage:Stage I, alive, 437 days	474.5
TCGA-CQ-A4CI-01A	0 years, male, white, stage:Stage III, alive, 950 days	473.4
TCGA-BB-A5HU-01A	0 years, male, white, stage:Stage IVA, alive, 782 days	470.2
TCGA-CV-A45T-01A	0 years, female, white, stage:'--, dead, 4856 days	463.2
TCGA-IQ-A61G-01A	0 years, male, white, stage:Stage IVA, alive, 360 days	459.6
TCGA-CQ-A4CD-01A	0 years, male, white, stage:Stage IVA, alive, 1022 days	458.1
TCGA-CV-7099-01A	0 years, female, white, stage:Stage II, dead, 243 days	457.9
TCGA-P3-A6T7-01A	0 years, male, white, stage:Stage IVA, dead, 487 days	457.3
TCGA-CV-A45X-01A	0 years, male, white, stage:Stage IVA, dead, 198 days	453.8
TCGA-CV-A6JY-01A	0 years, male, white, stage:Stage IVA, alive, 646 days	453.4
TCGA-CV-A45P-01A	0 years, female, white, stage:Stage I, alive, 639 days	453.0
TCGA-HD-A6HZ-01A	0 years, female, white, stage:Stage III, alive, 111 days	452.2
TCGA-H7-7774-01A	0 years, female, white, stage:Stage IVA, alive, 407 days	452.2
TCGA-CV-A45W-01A	0 years, male, white, stage:Stage II, dead, 1398 days	451.5
TCGA-CQ-7063-01A	0 years, female, white, stage:Stage I, alive, 2133 days	443.2
TCGA-BA-A6DD-01A	0 years, male, black or african american, stage:Stage IVA, dead, 173 days	443.2
TCGA-UF-A719-01A	0 years, male, stage:Stage II, alive, 1663 days	443.2
TCGA-CN-4722-01A	0 years, female, white, stage:Stage II, alive, 1483 days	438.4
TCGA-CN-4733-01A	0 years, male, white, stage:Stage III, alive, 1586 days	438.2
TCGA-BA-A6DJ-01A	0 years, male, asian, stage:Stage IVA, dead, 407 days	437.2
TCGA-T2-A6X2-01A	0 years, male, white, stage:Stage III, alive, 987 days	436.5
TCGA-TN-A7HL-01A	0 years, male, white, stage:Stage IVA, alive, 619 days	436.4
TCGA-H7-A76A-01A	0 years, male, white, stage:'--, alive, 637 days	434.6
TCGA-BB-A6UO-01A	0 years, female, white, stage:Stage IVA, dead, 268 days	430.9
TCGA-CR-6484-01A	0 years, female, asian, stage:Stage IVA, alive, 354 days	430.6
TCGA-P3-A6SW-01A	0 years, male, white, stage:Stage IVB, alive, 1120 days	430.3
TCGA-CN-A63V-01A	0 years, male, white, stage:Stage IVA, alive, 679 days	429.2
TCGA-T2-A6WX-01A	0 years, female, white, stage:'--, dead, 209 days	428.9
TCGA-CN-A641-01A	0 years, male, white, stage:Stage IVA, alive, 367 days	423.4
TCGA-CR-7402-01A	0 years, male, white, stage:'--, alive, 911 days	419.4
TCGA-KU-A6H7-01A	0 years, female, white, stage:Stage IVA, alive, 586 days	414.8
TCGA-BA-5152-01A	0 years, male, white, stage:Stage IVA, alive, 1288 days	407.2
TCGA-BA-6870-01A	0 years, female, black or african american, stage:'--, dead, 451 days	405.0
TCGA-CV-A463-01A	0 years, female, white, stage:Stage IVA, dead, 23 days	404.6
TCGA-MT-A67A-01A	0 years, female, white, stage:Stage I, alive, 914 days	401.3
TCGA-D6-A6EQ-01A	0 years, male, white, stage:Stage IVA, alive, 368 days	400.1
TCGA-P3-A6T6-01A	0 years, male, white, stage:Stage IVA, dead, 395 days	391.8
TCGA-H7-A6C4-01A	0 years, female, white, stage:Stage IVA, dead, 414 days	390.6
TCGA-F7-A622-01A	0 years, male, white, stage:Stage III, dead, 359 days	387.2
TCGA-BB-A5HZ-01A	0 years, male, white, stage:Stage IVA, alive, 827 days	384.9
TCGA-RS-A6TO-01A	0 years, female, white, stage:Stage IVA, dead, 387 days	384.1
TCGA-CV-7425-01A	0 years, female, white, stage:Stage III, dead, 1718 days	383.0
TCGA-CV-6955-01A	0 years, female, white, stage:Stage II, dead, 334 days	380.0
TCGA-CV-6953-01A	0 years, female, white, stage:Stage III, dead, 1641 days	377.5
TCGA-CQ-5325-01A	0 years, male, white, stage:Stage I, dead, 654 days	376.8
TCGA-CQ-7071-01A	0 years, female, white, stage:Stage III, alive, 1311 days	375.7
TCGA-CQ-A4CE-01A	0 years, female, stage:Stage II, alive, 897 days	374.5
TCGA-F7-A50G-01A	0 years, male, white, stage:Stage III, alive, 616 days	372.0
TCGA-QK-A6IH-01A	0 years, female, white, stage:Stage IVB, alive, 653 days	365.1
TCGA-QK-A6IJ-01A	0 years, male, white, stage:Stage III, alive, 387 days	359.5
TCGA-P3-A5Q5-01A	0 years, male, white, stage:Stage IVA, alive, 910 days	359.1
TCGA-H7-8501-01A	0 years, male, white, stage:Stage IVA, alive, 461 days	357.7
TCGA-CV-A6JU-01A	0 years, female, white, stage:Stage IVB, alive, 110 days	353.0
TCGA-CN-6013-01A	0 years, male, white, stage:Stage IVA, dead, 727 days	347.7
TCGA-CV-A6JE-01A	0 years, male, white, stage:'--, alive, 1075 days	346.4
TCGA-F7-A61V-01A	0 years, male, white, stage:Stage II, alive, 759 days	332.2
TCGA-MT-A67F-01A	0 years, female, white, stage:Stage IVA, alive, 384 days	332.0
TCGA-D6-A6EM-01A	0 years, female, white, stage:Stage III, alive, 232 days	330.4
TCGA-BA-4074-01A	0 years, male, white, stage:Stage IVA, dead, 462 days	323.0
TCGA-F7-A620-01A	0 years, male, white, stage:Stage III, alive, 543 days	313.7
TCGA-CV-A6JN-01A	0 years, male, white, stage:'--, alive, 906 days	309.9
TCGA-BA-7269-01A	0 years, male, white, stage:Stage III, alive, 1273 days	308.5
TCGA-CN-4726-01A	0 years, male, white, stage:Stage IVA, dead, 142 days	306.0
TCGA-UF-A71E-01A	0 years, male, white, stage:Stage IVA, dead, 1504 days	288.6
TCGA-CV-A6K1-01A	0 years, male, white, stage:Stage IVA, alive, 685 days	282.2
TCGA-CV-A45O-01A	0 years, male, white, stage:'--, alive, 851 days	237.8
TCGA-T2-A6WZ-01A	0 years, male, white, stage:'--, dead, 484 days	237.5
TCGA-CV-A6JT-01A	0 years, male, white, stage:Stage II, alive, 852 days	209.1
TCGA-MZ-A7D7-01A	0 years, male, white, stage:Stage IVA, alive, 547 days	207.8
TCGA-D6-A6EN-01A	0 years, male, white, stage:Stage III, alive, 687 days	198.1
TCGA-QK-A6II-01A	0 years, male, white, stage:Stage IVA, dead, 284 days	198.0
TCGA-D6-A6EK-01A	0 years, male, white, stage:Stage III, alive, 875 days	184.7
TCGA-BA-A6DA-01A	0 years, female, white, stage:Stage IVA, alive, 351 days	163.0
TCGA-HD-A6I0-01A	0 years, male, white, stage:Stage IVA, alive, 210 days	110.3
TCGA-CV-A6JM-01A	0 years, male, white, stage:'--, dead, 194 days	100.1
TCGA-UF-A7JS-01A	0 years, male, white, stage:Stage IVA, dead, 680 days	95.2
TCGA-CV-A45Q-01A	0 years, female, white, stage:'--, dead, 5152 days	89.7
TCGA-D6-A6ES-01A	0 years, male, white, stage:Stage IVA, alive, 389 days	68.0
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HEAD AND NECK SQUAMOUS CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

183

Samples

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

Antibody stainingⁱ Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells. Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.	Antibody HPA018122	Antibody HPA027478	Antibody HPA028386	Antibody CAB010337
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
Squamous cell carcinoma, NOS Squamous cell carcinoma, metastatic, NOS
Adenocarcinoma, NOS
Adenocarcinoma, NOS Adenoma, NOS