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 : 1077.69

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 pTPM

899.1

Number of samples

492

Samples

Sample	Description	pTPM
TCGA-CV-6954-01A	59 years, male, black or african american, stage:Stage IVA, dead, 2002 days	2422.9
TCGA-CV-5435-01A	57 years, male, white, stage:Stage IVA, dead, 2319 days	2271.8
TCGA-P3-A5QA-01A	41 years, male, stage:Stage I, alive, 2182 days	2105.6
TCGA-DQ-5631-01A	52 years, male, white, stage:'--, dead, 548 days	2045.7
TCGA-CV-5430-01A	61 years, male, white, stage:Stage IVA, alive, 4241 days	1953.4
TCGA-CN-A49A-01A	60 years, male, white, stage:Stage IVB, dead, 526 days	1943.8
TCGA-CQ-7072-01A	51 years, male, white, stage:Stage II, alive, 2359 days	1925.0
TCGA-QK-A6V9-01A	56 years, male, white, stage:Stage II, alive, 833 days	1908.3
TCGA-CQ-6221-01A	79 years, male, white, stage:'--, alive, 1000 days	1906.4
TCGA-CV-7177-01A	82 years, female, white, stage:Stage II, dead, 663 days	1871.1
TCGA-CN-6019-01A	61 years, male, white, stage:Stage IVA, alive, 1038 days	1856.8
TCGA-CV-7103-01A	49 years, male, white, stage:Stage IVA, dead, 1591 days	1818.8
TCGA-CQ-5330-01A	69 years, female, white, stage:Stage IVA, alive, 1897 days	1816.4
TCGA-CV-6937-01A	71 years, male, white, stage:Stage II, dead, 624 days	1811.9
TCGA-CV-7437-01A	77 years, male, stage:Stage II, dead, 506 days	1794.9
TCGA-CV-7421-01A	76 years, male, white, stage:Stage IVA, dead, 2 days	1783.6
TCGA-CV-7424-01A	67 years, male, asian, stage:Stage IVA, dead, 453 days	1762.7
TCGA-CV-5978-01A	53 years, female, black or african american, stage:Stage IVB, dead, 215 days	1725.8
TCGA-CN-4741-01A	75 years, male, white, stage:Stage IVA, alive, 2239 days	1722.4
TCGA-CV-5436-01A	65 years, male, stage:Stage IVA, dead, 584 days	1700.9
TCGA-QK-A8Z7-01A	59 years, male, black or african american, stage:Stage IVA, alive, 392 days	1688.0
TCGA-QK-A6VB-01A	66 years, male, white, stage:Stage IVA, alive, 641 days	1677.4
TCGA-BB-4225-01A	73 years, male, white, stage:'--, alive, 146 days	1673.1
TCGA-CR-6474-01A	51 years, male, white, stage:Stage IVA, dead, 564 days	1640.9
TCGA-CN-4731-01A	63 years, female, white, stage:Stage IVA, dead, 998 days	1627.3
TCGA-BA-A4IH-01A	57 years, male, white, stage:'--, alive, 622 days	1603.8
TCGA-CN-6010-01A	53 years, male, white, stage:Stage IVA, alive, 1523 days	1599.5
TCGA-CN-6022-01A	49 years, male, white, stage:Stage IVA, dead, 281 days	1599.0
TCGA-CN-4728-01A	56 years, male, white, stage:Stage IVA, alive, 1724 days	1589.9
TCGA-CQ-5329-01A	46 years, female, white, stage:Stage II, alive, 2143 days	1579.8
TCGA-CN-6023-01A	73 years, male, white, stage:Stage IVA, alive, 1584 days	1576.5
TCGA-CQ-A4CG-01A	78 years, female, white, stage:Stage III, dead, 430 days	1574.6
TCGA-HD-A634-01A	56 years, male, white, stage:Stage IVA, dead, 130 days	1555.1
TCGA-HD-7831-01A	74 years, male, white, stage:Stage IVA, alive, 667 days	1531.1
TCGA-CV-A45U-01A	59 years, male, white, stage:Stage IVA, dead, 1079 days	1498.5
TCGA-CN-6997-01A	66 years, male, white, stage:Stage IVA, dead, 988 days	1494.5
TCGA-HD-8314-01A	58 years, male, white, stage:Stage III, alive, 670 days	1477.5
TCGA-CQ-6228-01A	71 years, female, white, stage:Stage IVA, dead, 456 days	1473.9
TCGA-CV-6935-01A	67 years, male, white, stage:Stage IVA, dead, 295 days	1466.4
TCGA-DQ-7592-01A	57 years, male, american indian or alaska native, stage:'--, alive, 1143 days	1465.3
TCGA-CV-7100-01A	66 years, male, white, stage:Stage III, dead, 274 days	1446.1
TCGA-CV-6934-01A	66 years, female, white, stage:Stage IVA, dead, 65 days	1441.0
TCGA-CV-6433-01A	57 years, male, white, stage:Stage II, alive, 641 days	1438.8
TCGA-CV-6945-01A	41 years, male, white, stage:Stage IVA, dead, 366 days	1433.9
TCGA-CN-6994-01A	67 years, male, white, stage:Stage IVA, alive, 1183 days	1410.9
TCGA-CR-7365-01A	60 years, male, white, stage:Stage IVA, alive, 1191 days	1402.6
TCGA-CN-5363-01A	48 years, male, black or african american, stage:Stage IVB, dead, 253 days	1398.3
TCGA-CV-6950-01A	64 years, male, white, stage:Stage IVA, dead, 459 days	1394.3
TCGA-CV-6951-01A	57 years, male, white, stage:Stage IVA, dead, 915 days	1380.9
TCGA-CV-7097-01A	53 years, male, white, stage:Stage II, dead, 385 days	1376.6
TCGA-T3-A92M-01A	52 years, male, black or african american, stage:Stage IVA, alive, 417 days	1374.1
TCGA-DQ-5624-01A	43 years, female, white, stage:'--, alive, 1778 days	1362.6
TCGA-IQ-A61O-01A	43 years, male, white, stage:Stage IVA, dead, 421 days	1360.0
TCGA-CV-5971-01A	60 years, male, white, stage:Stage IVA, alive, 701 days	1359.5
TCGA-CR-7399-01A	60 years, female, white, stage:Stage IVA, alive, 181 days	1357.0
TCGA-CR-7374-01A	67 years, female, white, stage:'--, alive, 30 days	1353.3
TCGA-CV-7406-01A	49 years, male, white, stage:Stage II, dead, 1748 days	1348.8
TCGA-CV-5444-01A	64 years, male, black or african american, stage:Stage IVA, alive, 2437 days	1331.2
TCGA-CR-5247-01A	48 years, male, black or african american, stage:'--, alive, 358 days	1329.5
TCGA-CN-A63U-01A	50 years, male, white, stage:Stage IVA, alive, 964 days	1320.4
TCGA-CQ-6224-01A	52 years, male, white, stage:Stage IVA, alive, 1721 days	1314.7
TCGA-CX-7082-01A	82 years, male, white, stage:Stage IVA, dead, 11 days	1307.6
TCGA-BA-A4IF-01A	59 years, male, white, stage:'--, alive, 895 days	1300.7
TCGA-CN-4735-01A	52 years, male, white, stage:Stage IVA, alive, 1737 days	1295.3
TCGA-CV-6961-01A	61 years, male, white, stage:Stage II, dead, 76 days	1292.7
TCGA-D6-6515-01A	82 years, female, white, stage:Stage II, dead, 403 days	1286.6
TCGA-CV-7414-01A	78 years, male, white, stage:Stage IVA, dead, 14 days	1285.6
TCGA-BA-5153-01A	51 years, male, white, stage:'--, dead, 1762 days	1281.7
TCGA-CN-6011-01A	57 years, male, white, stage:Stage IVA, alive, 933 days	1273.4
TCGA-CR-6493-01A	69 years, male, black or african american, stage:Stage IVA, dead, 282 days	1263.3
TCGA-CV-7415-01A	60 years, male, white, stage:Stage IVA, dead, 695 days	1263.2
TCGA-UF-A7JD-01A	71 years, male, stage:Stage IVA, dead, 739 days	1256.8
TCGA-P3-A6T0-01A	47 years, female, white, stage:Stage IVA, alive, 578 days	1256.3
TCGA-HL-7533-01A	65 years, male, white, stage:'--, alive, 1057 days	1251.9
TCGA-CV-7438-01A	87 years, female, white, stage:Stage I, dead, 194 days	1251.2
TCGA-CQ-6225-01A	65 years, male, white, stage:Stage III, dead, 403 days	1250.6
TCGA-UF-A7JK-01A	59 years, male, stage:Stage IVA, dead, 424 days	1248.9
TCGA-CV-6959-01A	48 years, male, white, stage:Stage III, dead, 256 days	1244.3
TCGA-CR-7364-01A	66 years, male, white, stage:Stage III, alive, 1435 days	1235.5
TCGA-CV-6960-01A	49 years, male, black or african american, stage:Stage III, dead, 862 days	1234.3
TCGA-CV-7255-01A	32 years, female, white, stage:Stage IVA, dead, 64 days	1227.5
TCGA-QK-A6IG-01A	69 years, male, white, stage:Stage III, dead, 222 days	1226.8
TCGA-CX-A4AQ-01A	56 years, male, white, stage:Stage IVA, alive, 1555 days	1225.2
TCGA-CR-7398-01A	53 years, female, white, stage:Stage II, alive, 156 days	1223.2
TCGA-CV-7245-01A	62 years, male, white, stage:Stage IVA, alive, 797 days	1221.3
TCGA-CV-5432-01A	68 years, male, white, stage:Stage III, alive, 3930 days	1219.2
TCGA-HD-7754-01A	69 years, male, white, stage:Stage IVA, alive, 783 days	1208.9
TCGA-TN-A7HI-01A	56 years, male, white, stage:Stage IVA, alive, 412 days	1197.7
TCGA-CN-5366-01A	51 years, male, white, stage:Stage IVA, dead, 360 days	1196.3
TCGA-CQ-5332-01A	87 years, male, white, stage:Stage III, dead, 317 days	1195.4
TCGA-CV-5441-01A	58 years, male, white, stage:Stage IVA, alive, 2886 days	1194.9
TCGA-CN-6016-01A	64 years, male, white, stage:Stage IVA, alive, 1443 days	1193.7
TCGA-DQ-7591-01A	62 years, male, white, stage:'--, alive, 622 days	1191.8
TCGA-CV-6441-01A	60 years, male, white, stage:Stage III, dead, 292 days	1187.6
TCGA-CV-7263-01A	64 years, male, black or african american, stage:Stage II, dead, 560 days	1171.2
TCGA-UF-A71B-01A	50 years, male, white, stage:Stage IVA, alive, 1506 days	1163.2
TCGA-UF-A7J9-01A	75 years, male, white, stage:Stage IVA, alive, 1358 days	1160.6
TCGA-RS-A6TP-01A	58 years, male, white, stage:Stage II, alive, 516 days	1153.4
TCGA-CV-7422-01A	60 years, female, white, stage:Stage IVA, dead, 1037 days	1147.4
TCGA-UF-A7JA-01A	66 years, female, white, stage:Stage IVA, alive, 2265 days	1147.2
TCGA-UF-A7JV-01A	62 years, female, white, stage:Stage IVA, dead, 90 days	1142.7
TCGA-CN-5355-01A	64 years, male, black or african american, stage:Stage IVA, alive, 1278 days	1139.7
TCGA-CN-6989-01A	64 years, male, white, stage:Stage IVA, dead, 980 days	1136.9
TCGA-CN-6018-01A	85 years, female, white, stage:Stage IVA, dead, 580 days	1135.7
TCGA-CN-5364-01A	55 years, male, white, stage:Stage IVA, dead, 493 days	1132.8
TCGA-CR-7367-01A	52 years, male, white, stage:Stage IVA, alive, 1440 days	1129.4
TCGA-CN-4737-01A	19 years, male, white, stage:Stage IVA, alive, 625 days	1128.7
TCGA-CV-7446-01A	66 years, male, white, stage:Stage IVA, dead, 1093 days	1127.8
TCGA-CQ-7065-01A	40 years, male, asian, stage:Stage II, alive, 1628 days	1125.6
TCGA-UP-A6WW-01A	58 years, male, white, stage:'--, alive, 518 days	1125.6
TCGA-CN-4725-01A	60 years, male, white, stage:Stage II, alive, 1157 days	1123.5
TCGA-CR-6488-01A	68 years, female, white, stage:Stage II, alive, 379 days	1121.9
TCGA-CV-7416-01A	29 years, female, white, stage:Stage IVA, dead, 763 days	1120.4
TCGA-KU-A6H8-01A	41 years, male, white, stage:Stage IVA, dead, 327 days	1114.9
TCGA-CR-7369-01A	59 years, male, white, stage:Stage IVA, dead, 1090 days	1113.9
TCGA-BA-A8YP-01A	50 years, male, black or african american, stage:Stage IVB, alive, 499 days	1111.8
TCGA-CQ-A4C7-01A	88 years, male, white, stage:Stage III, dead, 353 days	1110.2
TCGA-DQ-5629-01A	64 years, male, white, stage:'--, dead, 941 days	1110.0
TCGA-CR-7386-01A	69 years, male, white, stage:Stage IVA, alive, 1430 days	1108.9
TCGA-WA-A7GZ-01A	58 years, male, white, stage:'--, dead, 625 days	1106.9
TCGA-CR-7371-01A	45 years, female, white, stage:Stage III, dead, 94 days	1105.4
TCGA-CR-7377-01A	58 years, male, white, stage:Stage IVA, dead, 279 days	1103.2
TCGA-CN-5359-01A	59 years, male, white, stage:Stage IVA, dead, 377 days	1098.0
TCGA-BA-5555-01A	54 years, male, black or african american, stage:Stage IVA, alive, 520 days	1097.5
TCGA-CR-7376-01A	83 years, male, white, stage:Stage III, alive, 972 days	1096.7
TCGA-CV-7440-01A	38 years, male, white, stage:Stage II, dead, 675 days	1093.9
TCGA-CV-A45Z-01A	75 years, male, white, stage:'--, dead, 1466 days	1093.1
TCGA-CV-7102-01A	76 years, female, white, stage:Stage IVA, dead, 56 days	1092.4
TCGA-CV-6940-01A	80 years, female, white, stage:Stage III, dead, 804 days	1091.0
TCGA-CN-4740-01A	79 years, female, white, stage:Stage IVA, dead, 839 days	1086.0
TCGA-CQ-6227-01A	77 years, male, white, stage:Stage IVA, dead, 129 days	1084.9
TCGA-CN-A6V3-01A	61 years, male, white, stage:Stage IVA, alive, 742 days	1078.0
TCGA-CV-6962-01A	65 years, male, white, stage:Stage IVA, dead, 126 days	1077.7
TCGA-CV-5434-01A	60 years, male, black or african american, stage:Stage IVA, dead, 3314 days	1076.9
TCGA-F7-A61S-01A	62 years, male, white, stage:Stage III, alive, 576 days	1074.8
TCGA-CN-A6V7-01A	40 years, male, white, stage:Stage IVA, alive, 594 days	1073.4
TCGA-CR-7372-01A	45 years, male, white, stage:Stage I, alive, 759 days	1070.3
TCGA-KU-A66S-01A	69 years, female, white, stage:Stage III, dead, 406 days	1065.2
TCGA-D6-6823-01A	50 years, male, white, stage:Stage II, alive, 701 days	1063.3
TCGA-BA-A6DE-01A	70 years, female, white, stage:Stage II, alive, 440 days	1055.9
TCGA-CV-6933-01A	53 years, male, white, stage:Stage III, dead, 2741 days	1053.5
TCGA-CR-7397-01A	44 years, male, white, stage:Stage IVA, alive, 754 days	1051.0
TCGA-T2-A6X0-01A	49 years, male, white, stage:'--, alive, 216 days	1046.7
TCGA-UF-A7JO-01A	79 years, female, white, stage:Stage IVA, dead, 631 days	1043.4
TCGA-CV-7433-01A	49 years, male, white, stage:Stage IVA, dead, 601 days	1041.5
TCGA-CR-6482-01A	62 years, male, black or african american, stage:'--, alive, 345 days	1040.4
TCGA-CR-7389-01A	55 years, male, black or african american, stage:'--, alive, 392 days	1039.9
TCGA-UF-A71A-01A	67 years, male, white, stage:Stage IVA, dead, 86 days	1037.4
TCGA-DQ-7588-01A	66 years, male, white, stage:'--, dead, 427 days	1036.9
TCGA-CV-7090-01A	39 years, male, white, stage:Stage II, alive, 5252 days	1035.4
TCGA-CV-7095-01A	87 years, female, stage:Stage II, dead, 572 days	1032.5
TCGA-CN-5361-01A	80 years, male, white, stage:Stage IVA, dead, 2120 days	1028.8
TCGA-D6-6824-01A	61 years, male, white, stage:Stage IVA, alive, 77 days	1027.2
TCGA-QK-AA3K-01A	60 years, male, black or african american, stage:Stage IVA, alive, 253 days	1025.4
TCGA-CV-5979-01A	26 years, male, white, stage:Stage IVA, alive, 1315 days	1025.4
TCGA-CR-7370-01A	72 years, female, white, stage:'--, alive, 105 days	1024.7
TCGA-CR-7368-01A	54 years, male, white, stage:Stage IVA, alive, 1245 days	1017.5
TCGA-CN-4739-01A	71 years, male, white, stage:Stage IVA, dead, 1394 days	1015.2
TCGA-HD-7753-01A	62 years, male, black or african american, stage:Stage I, alive, 866 days	1012.6
TCGA-CR-6470-01A	38 years, male, white, stage:Stage II, alive, 1521 days	1009.6
TCGA-CV-7429-01A	55 years, male, white, stage:Stage IVA, dead, 107 days	1007.4
TCGA-CQ-A4C6-01A	63 years, male, asian, stage:Stage II, alive, 1353 days	999.9
TCGA-CN-4736-01A	70 years, female, white, stage:'--, dead, 395 days	999.0
TCGA-F7-A61W-01A	51 years, male, asian, stage:Stage IVA, alive, 14 days	998.7
TCGA-CN-5374-01A	56 years, female, white, stage:Stage IVA, dead, 1732 days	997.1
TCGA-CV-7253-01A	58 years, male, black or african american, stage:Stage IVA, dead, 361 days	994.6
TCGA-CN-A497-01A	63 years, male, stage:Stage III, alive, 1065 days	994.4
TCGA-CN-4723-01A	67 years, male, white, stage:Stage IVA, alive, 1699 days	993.6
TCGA-CQ-5326-01A	67 years, male, white, stage:Stage IVA, dead, 89 days	993.0
TCGA-CR-6480-01A	53 years, male, white, stage:'--, alive, 362 days	991.1
TCGA-CR-6472-01A	59 years, male, white, stage:'--, alive, 1050 days	991.0
TCGA-BA-A4IG-01A	77 years, male, white, stage:'--, alive, 855 days	989.3
TCGA-F7-7848-01A	47 years, male, white, stage:Stage IVA, alive, 1131 days	988.7
TCGA-CN-4738-01A	53 years, male, white, stage:Stage IVA, dead, 436 days	986.6
TCGA-D6-6827-01A	55 years, female, white, stage:Stage I, alive, 568 days	985.9
TCGA-CV-7568-01A	48 years, female, white, stage:Stage IVA, dead, 927 days	983.9
TCGA-D6-8569-01A	52 years, male, white, stage:Stage II, alive, 770 days	980.6
TCGA-CN-6988-01A	47 years, male, white, stage:Stage IVA, alive, 318 days	980.3
TCGA-F7-8298-01A	58 years, male, white, stage:Stage I, alive, 995 days	980.2
TCGA-CR-7383-01A	79 years, female, white, stage:Stage I, dead, 521 days	977.4
TCGA-CQ-5333-01A	74 years, male, white, stage:Stage II, dead, 341 days	974.5
TCGA-D6-6825-01A	73 years, male, white, stage:Stage I, alive, 491 days	968.0
TCGA-CN-4742-01A	48 years, female, white, stage:Stage IVA, dead, 397 days	967.0
TCGA-QK-A6IF-01A	61 years, male, white, stage:'--, alive, 704 days	963.7
TCGA-CN-5356-01A	56 years, male, white, stage:Stage III, alive, 1409 days	957.0
TCGA-BB-4228-01A	50 years, male, white, stage:Stage III, alive, 559 days	954.1
TCGA-CR-6491-01A	60 years, male, black or african american, stage:Stage IVA, alive, 693 days	952.3
TCGA-CN-6012-01A	66 years, male, white, stage:Stage IVA, alive, 1460 days	948.6
TCGA-CR-5249-01A	35 years, female, white, stage:Stage II, alive, 1152 days	947.7
TCGA-CR-7401-01A	64 years, male, white, stage:Stage I, alive, 1077 days	947.3
TCGA-BA-4078-01A	83 years, male, white, stage:'--, dead, 276 days	945.9
TCGA-CN-5370-01A	78 years, male, white, stage:Stage III, dead, 259 days	941.9
TCGA-CR-6467-01A	59 years, male, white, stage:Stage III, alive, 1777 days	941.6
TCGA-CV-7180-01A	34 years, male, white, stage:Stage II, dead, 327 days	940.6
TCGA-CQ-5334-01A	87 years, male, white, stage:Stage IVA, dead, 129 days	939.9
TCGA-CR-6477-01A	56 years, female, white, stage:'--, alive, 514 days	939.5
TCGA-CN-6992-01A	61 years, male, white, stage:Stage IVA, alive, 1066 days	937.6
TCGA-CR-7385-01A	42 years, male, white, stage:'--, alive, 997 days	934.6
TCGA-BA-5151-01A	72 years, male, white, stage:Stage IVA, alive, 722 days	932.1
TCGA-CV-5977-01A	66 years, male, white, stage:Stage IVA, alive, 1840 days	931.4
TCGA-BB-A5HY-01A	64 years, male, white, stage:Stage IVA, dead, 321 days	929.7
TCGA-CV-5976-01A	50 years, male, white, stage:Stage IVA, alive, 1478 days	929.2
TCGA-CV-7104-01A	61 years, female, white, stage:Stage IVA, dead, 393 days	928.1
TCGA-IQ-7630-01A	49 years, male, white, stage:Stage II, alive, 485 days	927.1
TCGA-CV-A6JZ-01A	68 years, male, white, stage:Stage II, alive, 714 days	925.8
TCGA-UF-A7JH-01A	59 years, male, black or african american, stage:Stage IVA, alive, 896 days	923.0
TCGA-BB-A6UM-01A	52 years, male, white, stage:Stage III, alive, 393 days	920.8
TCGA-BA-6873-01A	28 years, male, white, stage:Stage IVA, alive, 122 days	920.1
TCGA-CQ-7069-01A	77 years, female, white, stage:Stage II, alive, 1274 days	918.5
TCGA-CV-5440-01A	52 years, male, white, stage:Stage IVA, alive, 3270 days	915.7
TCGA-IQ-A6SG-01A	61 years, female, white, stage:Stage III, alive, 579 days	914.3
TCGA-CN-6017-01A	55 years, male, white, stage:Stage IVA, dead, 853 days	913.7
TCGA-BA-5559-01A	71 years, male, white, stage:'--, dead, 2083 days	913.4
TCGA-BA-4075-01A	49 years, male, black or african american, stage:Stage III, dead, 283 days	912.8
TCGA-H7-8502-01A	50 years, male, white, stage:Stage IVA, alive, 458 days	909.9
TCGA-CV-5443-01A	63 years, male, black or african american, stage:Stage III, alive, 2784 days	908.4
TCGA-CV-A464-01A	48 years, male, white, stage:Stage III, alive, 1722 days	906.2
TCGA-UF-A7JF-01A	80 years, male, white, stage:Stage IVA, alive, 1686 days	898.9
TCGA-CV-7435-01A	57 years, female, white, stage:Stage IVA, dead, 4680 days	898.2
TCGA-D6-A74Q-01A	67 years, male, white, stage:Stage IVA, alive, 710 days	897.3
TCGA-BB-8596-01A	69 years, female, white, stage:Stage IVA, alive, 2161 days	896.0
TCGA-CR-7404-01A	53 years, male, white, stage:'--, alive, 1472 days	895.7
TCGA-CN-A63W-01A	48 years, female, white, stage:Stage IVA, dead, 377 days	892.7
TCGA-CV-7091-01A	54 years, male, white, stage:Stage I, alive, 3381 days	889.7
TCGA-CV-6943-01A	74 years, male, white, stage:Stage III, dead, 602 days	887.9
TCGA-CV-7261-01A	57 years, male, white, stage:Stage IVA, alive, 1512 days	884.5
TCGA-4P-AA8J-01A	66 years, male, black or african american, stage:Stage IVA, alive, 102 days	875.0
TCGA-CV-6939-01A	60 years, male, white, stage:Stage IVA, dead, 666 days	872.5
TCGA-CR-6471-01A	58 years, male, white, stage:Stage IVA, dead, 1202 days	863.2
TCGA-BA-A6DG-01A	49 years, male, white, stage:'--, dead, 69 days	860.3
TCGA-DQ-5625-01A	52 years, female, white, stage:'--, dead, 1133 days	860.1
TCGA-CV-7413-01A	74 years, female, white, stage:Stage II, dead, 294 days	858.7
TCGA-CN-6024-01A	66 years, male, white, stage:Stage IVA, dead, 337 days	856.1
TCGA-CV-7410-01A	61 years, male, white, stage:Stage III, dead, 6417 days	855.7
TCGA-CV-6436-01A	62 years, male, white, stage:Stage IVA, alive, 1899 days	853.5
TCGA-P3-A5QE-01A	49 years, male, white, stage:Stage III, alive, 1559 days	851.8
TCGA-IQ-7631-01A	60 years, female, white, stage:Stage II, alive, 1172 days	851.5
TCGA-CR-7382-01A	49 years, male, white, stage:Stage IVA, alive, 796 days	848.6
TCGA-QK-A652-01A	60 years, male, white, stage:Stage III, alive, 645 days	847.1
TCGA-D6-6517-01A	59 years, male, white, stage:Stage III, alive, 292 days	846.5
TCGA-CQ-6222-01A	63 years, male, white, stage:Stage IVA, alive, 2016 days	845.3
TCGA-CR-5250-01A	71 years, male, white, stage:'--, alive, 799 days	844.9
TCGA-CV-7430-01A	56 years, male, white, stage:Stage IVA, dead, 495 days	844.5
TCGA-CR-6492-01A	78 years, male, white, stage:Stage III, alive, 479 days	843.8
TCGA-CR-7392-01A	67 years, female, white, stage:Stage IVA, alive, 1425 days	839.7
TCGA-HD-7832-01A	52 years, male, white, stage:Stage IVA, alive, 836 days	835.3
TCGA-MT-A7BN-01A	74 years, male, white, stage:Stage IVA, alive, 469 days	834.6
TCGA-CN-6021-01A	63 years, female, white, stage:'--, dead, 276 days	833.1
TCGA-UF-A718-01A	62 years, male, white, stage:Stage IVA, alive, 1971 days	832.6
TCGA-CV-A461-01A	65 years, male, white, stage:'--, dead, 2064 days	832.2
TCGA-HD-7229-01A	60 years, male, white, stage:Stage IVA, alive, 1027 days	828.5
TCGA-CN-5367-01A	60 years, female, white, stage:Stage IVA, dead, 352 days	828.2
TCGA-CV-7250-01A	64 years, male, white, stage:Stage IVA, dead, 2900 days	826.8
TCGA-D6-A6EP-01A	62 years, male, white, stage:Stage III, alive, 424 days	826.4
TCGA-WA-A7H4-01A	69 years, male, white, stage:Stage II, alive, 443 days	826.3
TCGA-CR-6478-01A	66 years, female, white, stage:'--, dead, 183 days	818.6
TCGA-BA-5557-01A	41 years, female, stage:Stage III, alive, 623 days	816.7
TCGA-HD-8224-01A	63 years, male, white, stage:Stage IVA, dead, 446 days	815.9
TCGA-CR-7393-01A	26 years, male, white, stage:Stage III, alive, 993 days	815.4
TCGA-IQ-7632-01A	68 years, female, white, stage:Stage IVA, alive, 441 days	815.3
TCGA-CV-7248-01A	63 years, female, black or african american, stage:Stage IVA, dead, 521 days	813.6
TCGA-CQ-5323-01A	82 years, male, white, stage:Stage I, alive, 1466 days	811.8
TCGA-BB-4217-01A	68 years, male, black or african american, stage:Stage IVA, alive, 187 days	807.4
TCGA-CQ-A4CH-01A	58 years, male, asian, stage:Stage II, dead, 379 days	805.9
TCGA-CV-7178-01A	64 years, female, white, stage:Stage IVA, dead, 2166 days	796.7
TCGA-CV-7242-01A	60 years, female, white, stage:Stage II, alive, 1095 days	796.5
TCGA-CN-6996-01A	58 years, female, white, stage:Stage IVA, dead, 530 days	796.3
TCGA-QK-A6VC-01A	62 years, female, black or african american, stage:Stage IVA, alive, 600 days	795.8
TCGA-CV-5442-01A	76 years, female, white, stage:Stage IVA, alive, 2327 days	795.0
TCGA-CV-7423-01A	65 years, male, white, stage:Stage II, dead, 3059 days	793.8
TCGA-CN-A49C-01A	67 years, male, white, stage:'--, alive, 645 days	792.7
TCGA-IQ-A61E-01A	55 years, female, white, stage:Stage III, alive, 1147 days	792.5
TCGA-F7-8489-01A	48 years, male, white, stage:Stage II, alive, 658 days	791.5
TCGA-CR-7390-01A	67 years, male, white, stage:Stage IVA, alive, 1508 days	790.9
TCGA-CV-6942-01A	73 years, female, white, stage:Stage II, alive, 4282 days	789.3
TCGA-CN-5360-01A	68 years, male, white, stage:Stage IVA, alive, 2169 days	787.5
TCGA-CR-5248-01A	53 years, male, white, stage:'--, alive, 1663 days	783.3
TCGA-CR-7394-01A	70 years, male, white, stage:Stage IVA, alive, 1346 days	779.0
TCGA-CV-7254-01A	55 years, male, white, stage:Stage II, dead, 1459 days	778.6
TCGA-CV-6936-01A	68 years, male, white, stage:Stage IVA, dead, 166 days	777.2
TCGA-CR-7380-01A	58 years, male, white, stage:Stage IVB, dead, 606 days	776.4
TCGA-CN-A499-01A	60 years, female, white, stage:Stage II, alive, 717 days	773.5
TCGA-BA-A6DI-01A	62 years, male, black or african american, stage:'--, dead, 336 days	771.8
TCGA-QK-A8ZA-01A	60 years, male, black or african american, stage:'--, dead, 371 days	768.1
TCGA-CR-7373-01A	66 years, male, white, stage:Stage IVA, alive, 889 days	767.7
TCGA-CV-A465-01A	24 years, male, white, stage:Stage III, dead, 215 days	765.6
TCGA-T3-A92N-01A	79 years, male, black or african american, stage:Stage IVA, dead, 95 days	765.3
TCGA-CR-6481-01A	47 years, male, white, stage:'--, alive, 311 days	765.3
TCGA-CV-7434-01A	64 years, male, white, stage:Stage IVA, dead, 218 days	763.9
TCGA-CN-A498-01A	61 years, female, white, stage:Stage III, dead, 773 days	762.6
TCGA-IQ-A61I-01A	63 years, male, black or african american, stage:Stage IVA, dead, 2 days	762.4
TCGA-D6-A6EO-01A	44 years, male, white, stage:Stage IVA, alive, 759 days	761.7
TCGA-BA-6872-01A	47 years, male, white, stage:'--, dead, 384 days	761.7
TCGA-CR-6487-01A	50 years, male, white, stage:Stage I, alive, 234 days	756.3
TCGA-CV-7252-01A	62 years, female, black or african american, stage:Stage IVA, dead, 151 days	753.9
TCGA-KU-A66T-01A	53 years, female, white, stage:Stage IVA, alive, 552 days	751.8
TCGA-CV-5966-01A	63 years, female, white, stage:Stage IVA, dead, 545 days	749.9
TCGA-CN-5365-01A	38 years, male, white, stage:Stage IVB, dead, 351 days	748.8
TCGA-CN-6998-01A	53 years, male, white, stage:Stage IVA, dead, 357 days	748.3
TCGA-BA-5558-01A	65 years, male, white, stage:'--, alive, 1995 days	747.5
TCGA-CV-6938-01A	87 years, male, white, stage:Stage II, dead, 144 days	746.7
TCGA-CQ-6229-01A	61 years, male, white, stage:Stage II, alive, 1179 days	744.8
TCGA-CR-7379-01A	78 years, female, white, stage:Stage IVA, alive, 1036 days	744.4
TCGA-CR-7391-01A	36 years, female, white, stage:Stage I, alive, 913 days	744.3
TCGA-D6-A4Z9-01A	59 years, male, white, stage:Stage IVA, alive, 539 days	740.4
TCGA-CX-7219-01A	47 years, male, black or african american, stage:Stage IVA, alive, 1045 days	740.0
TCGA-P3-A6T4-01A	54 years, male, white, stage:Stage IVA, dead, 62 days	740.0
TCGA-CQ-A4CB-01A	59 years, male, stage:Stage III, alive, 893 days	739.4
TCGA-BB-4223-01A	48 years, male, white, stage:Stage IVA, alive, 3221 days	739.2
TCGA-CV-7089-01A	74 years, male, white, stage:Stage IVA, dead, 1972 days	738.8
TCGA-BA-5556-01A	58 years, female, white, stage:Stage II, alive, 725 days	735.9
TCGA-CN-5369-01A	90 years, female, white, stage:Stage IVA, dead, 1 days	733.0
TCGA-D6-6516-01A	69 years, male, white, stage:Stage I, alive, 773 days	732.3
TCGA-P3-A5Q6-01A	49 years, male, white, stage:Stage IVA, dead, 480 days	732.1
TCGA-UF-A7JC-01A	42 years, male, white, stage:Stage IVA, dead, 546 days	731.6
TCGA-CV-6003-01A	50 years, female, white, stage:Stage III, alive, 1665 days	729.6
TCGA-CV-5439-01A	62 years, male, white, stage:Stage IVA, dead, 546 days	728.7
TCGA-QK-AA3J-01A	69 years, male, black or african american, stage:Stage I, alive, 466 days	727.2
TCGA-CN-4730-01A	62 years, male, white, stage:Stage IVA, alive, 817 days	726.6
TCGA-CV-5431-01A	73 years, male, white, stage:Stage IVA, dead, 522 days	725.7
TCGA-CV-7235-01A	67 years, male, white, stage:Stage II, alive, 2347 days	719.1
TCGA-CV-A460-01A	72 years, male, white, stage:'--, dead, 1838 days	717.8
TCGA-MT-A51X-01A	30 years, male, white, stage:Stage IVA, alive, 242 days	717.7
TCGA-MZ-A5BI-01A	53 years, male, white, stage:'--, dead, 217 days	717.5
TCGA-D6-A4ZB-01A	61 years, male, white, stage:Stage III, alive, 376 days	716.6
TCGA-BA-6871-01A	75 years, male, white, stage:'--, dead, 108 days	713.6
TCGA-CV-7428-01A	47 years, male, white, stage:Stage IVA, dead, 1671 days	712.2
TCGA-CV-7238-01A	69 years, female, white, stage:Stage II, alive, 2727 days	710.4
TCGA-UF-A71D-01A	54 years, female, white, stage:Stage IVA, alive, 1461 days	710.4
TCGA-BA-4076-01A	39 years, male, white, stage:'--, dead, 415 days	709.4
TCGA-CX-7086-01A	53 years, male, black or african american, stage:Stage III, alive, 573 days	708.3
TCGA-QK-A8ZB-01A	68 years, male, black or african american, stage:Stage IVA, alive, 542 days	707.9
TCGA-CQ-5324-01A	59 years, male, white, stage:Stage III, alive, 1593 days	707.9
TCGA-CV-6941-01A	51 years, male, white, stage:Stage III, dead, 342 days	707.4
TCGA-F7-A624-01A	73 years, male, white, stage:Stage II, alive, 378 days	706.6
TCGA-UF-A7JJ-01A	68 years, male, stage:Stage IVA, alive, 549 days	705.1
TCGA-BB-4224-01A	52 years, male, white, stage:Stage IVA, alive, 278 days	705.0
TCGA-CQ-6220-01A	69 years, male, white, stage:Stage III, dead, 985 days	702.6
TCGA-F7-A50J-01A	67 years, female, white, stage:Stage III, alive, 947 days	702.1
TCGA-BA-6869-01A	62 years, male, white, stage:Stage III, alive, 644 days	700.6
TCGA-CN-A49B-01A	71 years, male, white, stage:Stage III, alive, 904 days	699.8
TCGA-D6-8568-01A	62 years, male, white, stage:Stage II, alive, 759 days	696.3
TCGA-F7-A623-01A	70 years, male, white, stage:Stage IVA, alive, 616 days	694.5
TCGA-C9-A47Z-01A	72 years, female, asian, stage:Stage III, dead, 191 days	694.3
TCGA-UF-A7JT-01A	72 years, female, white, stage:Stage IVA, dead, 993 days	693.5
TCGA-CV-7418-01A	62 years, male, black or african american, stage:Stage IVA, dead, 789 days	693.5
TCGA-MT-A67D-01A	55 years, male, white, stage:Stage II, alive, 56 days	691.6
TCGA-CV-A6JD-01A	82 years, female, white, stage:'--, dead, 182 days	686.6
TCGA-CN-A63T-01A	60 years, male, white, stage:Stage IVA, alive, 225 days	682.9
TCGA-P3-A6T8-01A	54 years, male, white, stage:Stage IVA, alive, 400 days	681.7
TCGA-P3-A6T3-01A	49 years, male, white, stage:Stage IVA, dead, 577 days	681.3
TCGA-P3-A5QF-01A	49 years, male, white, stage:Stage IVA, dead, 330 days	680.2
TCGA-P3-A6T5-01A	79 years, female, white, stage:Stage IVA, dead, 882 days	680.1
TCGA-CV-7407-01A	67 years, female, white, stage:Stage II, dead, 1081 days	679.0
TCGA-CV-5970-01A	59 years, male, white, stage:Stage IVA, dead, 406 days	677.7
TCGA-CN-4729-01A	73 years, male, white, stage:Stage III, alive, 392 days	676.3
TCGA-CV-7432-01A	79 years, male, white, stage:Stage II, dead, 2570 days	674.6
TCGA-CR-7388-01A	70 years, female, white, stage:'--, dead, 823 days	670.3
TCGA-D6-6826-01A	64 years, female, white, stage:Stage IVA, dead, 348 days	668.1
TCGA-CN-4727-01A	56 years, male, white, stage:Stage IVA, alive, 1560 days	667.8
TCGA-DQ-5630-01A	73 years, male, white, stage:'--, alive, 1030 days	666.7
TCGA-CQ-A4C9-01A	56 years, male, stage:Stage III, alive, 707 days	664.2
TCGA-HD-8635-01A	61 years, female, white, stage:Stage III, alive, 695 days	663.4
TCGA-MZ-A6I9-01A	68 years, male, white, stage:'--, dead, 489 days	660.4
TCGA-CV-7101-01A	80 years, male, white, stage:Stage II, dead, 160 days	659.0
TCGA-IQ-A61J-01A	54 years, male, white, stage:Stage IVA, alive, 1021 days	652.0
TCGA-BA-A6D8-01A	59 years, male, black or african american, stage:Stage IVA, alive, 850 days	651.7
TCGA-HD-A633-01A	74 years, male, white, stage:Stage IVA, alive, 421 days	650.6
TCGA-CR-7395-01A	80 years, female, white, stage:Stage II, alive, 930 days	650.4
TCGA-CN-5358-01A	60 years, male, white, stage:Stage II, dead, 261 days	642.8
TCGA-CV-A45V-01A	87 years, female, white, stage:Stage IVA, dead, 32 days	641.5
TCGA-IQ-A6SH-01A	55 years, male, black or african american, stage:Stage III, alive, 471 days	639.4
TCGA-CQ-7068-01A	80 years, female, white, stage:Stage II, alive, 1309 days	639.3
TCGA-CN-A6V6-01A	59 years, male, white, stage:Stage IVA, alive, 635 days	638.7
TCGA-HD-A4C1-01A	41 years, female, black or african american, stage:Stage IVA, alive, 11 days	635.4
TCGA-TN-A7HJ-01A	51 years, male, white, stage:Stage IVA, alive, 403 days	634.8
TCGA-F7-A50I-01A	72 years, male, white, stage:Stage IVA, alive, 92 days	634.0
TCGA-QK-A8Z8-01A	60 years, female, black or african american, stage:Stage IVC, dead, 171 days	629.1
TCGA-QK-A64Z-01A	79 years, female, white, stage:Stage IVA, dead, 641 days	624.3
TCGA-P3-A6SX-01A	67 years, male, white, stage:Stage III, dead, 1430 days	623.5
TCGA-CN-6020-01A	58 years, male, black or african american, stage:Stage III, dead, 205 days	619.4
TCGA-CN-5373-01A	55 years, female, white, stage:Stage I, alive, 1584 days	616.4
TCGA-BA-A6DB-01A	24 years, female, white, stage:Stage I, alive, 216 days	616.3
TCGA-CN-A642-01A	57 years, male, white, stage:Stage IVB, dead, 82 days	616.0
TCGA-CV-6948-01A	79 years, female, white, stage:Stage IVB, dead, 1289 days	615.7
TCGA-CV-7247-01A	55 years, male, white, stage:Stage III, dead, 577 days	615.1
TCGA-C9-A480-01A	45 years, female, asian, stage:Stage III, alive, 386 days	613.7
TCGA-CQ-5327-01A	61 years, female, asian, stage:Stage IVA, alive, 1660 days	612.9
TCGA-CR-5243-01A	51 years, male, white, stage:'--, alive, 2562 days	610.8
TCGA-CN-4734-01A	70 years, male, white, stage:Stage II, alive, 1690 days	610.6
TCGA-CQ-6223-01A	69 years, male, white, stage:Stage II, alive, 1428 days	609.3
TCGA-CX-7085-01A	77 years, female, white, stage:Stage I, alive, 321 days	609.1
TCGA-CQ-6219-01A	50 years, female, white, stage:Stage IVA, dead, 479 days	605.4
TCGA-CV-A45Y-01A	61 years, male, american indian or alaska native, stage:Stage IVA, dead, 2703 days	603.7
TCGA-CN-A6UY-01A	57 years, male, white, stage:Stage IVA, alive, 713 days	599.7
TCGA-CN-6995-01A	78 years, male, white, stage:Stage IVA, dead, 112 days	595.3
TCGA-CQ-6218-01A	52 years, female, white, stage:Stage IVA, alive, 1253 days	593.3
TCGA-CV-A45R-01A	46 years, male, white, stage:Stage III, alive, 5480 days	592.8
TCGA-CV-7183-01A	53 years, male, white, stage:Stage II, alive, 3981 days	589.8
TCGA-CV-6952-01A	65 years, female, white, stage:Stage IVA, dead, 185 days	585.8
TCGA-CR-6473-01A	68 years, male, white, stage:'--, alive, 1125 days	585.0
TCGA-IQ-A61H-01A	76 years, male, white, stage:Stage II, alive, 1138 days	584.7
TCGA-P3-A6T2-01A	45 years, male, white, stage:Stage IVA, alive, 2298 days	584.6
TCGA-CV-7236-01A	77 years, female, white, stage:Stage IVA, dead, 144 days	584.0
TCGA-BB-8601-01A	84 years, male, black or african american, stage:Stage III, alive, 624 days	579.4
TCGA-BA-A6DL-01A	59 years, male, white, stage:'--, alive, 623 days	577.9
TCGA-CV-7427-01A	73 years, female, white, stage:Stage II, dead, 4760 days	575.0
TCGA-CV-A6K2-01A	79 years, male, white, stage:Stage IVA, dead, 317 days	574.2
TCGA-CV-A468-01A	42 years, male, stage:Stage IVA, dead, 464 days	572.8
TCGA-CV-A45W-01A	75 years, male, white, stage:Stage II, dead, 1398 days	571.4
TCGA-CV-7411-01A	64 years, female, white, stage:Stage IVA, dead, 2717 days	570.6
TCGA-CQ-A4CI-01A	73 years, male, white, stage:Stage III, alive, 950 days	569.4
TCGA-CQ-5331-01A	73 years, female, white, stage:'--, alive, 1399 days	568.4
TCGA-BB-4227-01A	66 years, male, white, stage:Stage IVA, alive, 134 days	567.2
TCGA-BA-A4II-01A	46 years, male, white, stage:Stage II, alive, 918 days	565.1
TCGA-BB-A5HU-01A	47 years, male, white, stage:Stage IVA, alive, 782 days	562.6
TCGA-IQ-A61G-01A	57 years, male, white, stage:Stage IVA, alive, 360 days	552.4
TCGA-CV-A45T-01A	64 years, female, white, stage:'--, dead, 4856 days	547.6
TCGA-CQ-A4CD-01A	69 years, male, white, stage:Stage IVA, alive, 1022 days	545.5
TCGA-CN-4733-01A	61 years, male, white, stage:Stage III, alive, 1586 days	544.1
TCGA-HD-8634-01A	51 years, female, white, stage:Stage I, dead, 385 days	543.5
TCGA-TN-A7HL-01A	59 years, male, white, stage:Stage IVA, alive, 619 days	539.2
TCGA-P3-A6SW-01A	50 years, male, white, stage:Stage IVB, alive, 1120 days	538.7
TCGA-HD-A6HZ-01A	79 years, female, white, stage:Stage III, alive, 111 days	538.2
TCGA-MT-A51W-01A	52 years, female, white, stage:Stage I, alive, 437 days	537.6
TCGA-H7-A76A-01A	57 years, male, white, stage:'--, alive, 637 days	535.1
TCGA-P3-A6T7-01A	55 years, male, white, stage:Stage IVA, dead, 487 days	532.7
TCGA-CV-7099-01A	85 years, female, white, stage:Stage II, dead, 243 days	531.7
TCGA-CR-6484-01A	67 years, female, asian, stage:Stage IVA, alive, 354 days	531.2
TCGA-T2-A6WX-01A	73 years, female, white, stage:'--, dead, 209 days	524.8
TCGA-CV-A6JY-01A	69 years, male, white, stage:Stage IVA, alive, 646 days	522.7
TCGA-UF-A719-01A	54 years, male, stage:Stage II, alive, 1663 days	520.1
TCGA-T2-A6X2-01A	82 years, male, white, stage:Stage III, alive, 987 days	517.6
TCGA-BA-A6DJ-01A	62 years, male, asian, stage:Stage IVA, dead, 407 days	515.7
TCGA-CQ-7063-01A	59 years, female, white, stage:Stage I, alive, 2133 days	515.4
TCGA-BA-A6DD-01A	44 years, male, black or african american, stage:Stage IVA, dead, 173 days	513.3
TCGA-CV-A45X-01A	47 years, male, white, stage:Stage IVA, dead, 198 days	512.0
TCGA-CV-A45P-01A	82 years, female, white, stage:Stage I, alive, 639 days	509.3
TCGA-CR-7402-01A	68 years, male, white, stage:'--, alive, 911 days	508.7
TCGA-BB-A6UO-01A	61 years, female, white, stage:Stage IVA, dead, 268 days	506.4
TCGA-H7-7774-01A	75 years, female, white, stage:Stage IVA, alive, 407 days	503.0
TCGA-CN-A63V-01A	59 years, male, white, stage:Stage IVA, alive, 679 days	500.7
TCGA-CN-4722-01A	61 years, female, white, stage:Stage II, alive, 1483 days	498.1
TCGA-KU-A6H7-01A	55 years, female, white, stage:Stage IVA, alive, 586 days	496.4
TCGA-BA-6870-01A	60 years, female, black or african american, stage:'--, dead, 451 days	493.6
TCGA-D6-A6EQ-01A	57 years, male, white, stage:Stage IVA, alive, 368 days	489.4
TCGA-CN-A641-01A	47 years, male, white, stage:Stage IVA, alive, 367 days	485.2
TCGA-P3-A6T6-01A	53 years, male, white, stage:Stage IVA, dead, 395 days	476.6
TCGA-BA-5152-01A	56 years, male, white, stage:Stage IVA, alive, 1288 days	473.0
TCGA-CV-A6JE-01A	78 years, male, white, stage:'--, alive, 1075 days	469.4
TCGA-CV-A463-01A	82 years, female, white, stage:Stage IVA, dead, 23 days	467.5
TCGA-RS-A6TO-01A	82 years, female, white, stage:Stage IVA, dead, 387 days	463.9
TCGA-MT-A67A-01A	85 years, female, white, stage:Stage I, alive, 914 days	460.9
TCGA-CQ-5325-01A	65 years, male, white, stage:Stage I, dead, 654 days	455.9
TCGA-QK-A6IJ-01A	71 years, male, white, stage:Stage III, alive, 387 days	446.7
TCGA-BB-A5HZ-01A	65 years, male, white, stage:Stage IVA, alive, 827 days	446.1
TCGA-F7-A622-01A	75 years, male, white, stage:Stage III, dead, 359 days	446.1
TCGA-H7-A6C4-01A	35 years, female, white, stage:Stage IVA, dead, 414 days	445.1
TCGA-CV-A6JU-01A	61 years, female, white, stage:Stage IVB, alive, 110 days	445.0
TCGA-CV-6953-01A	80 years, female, white, stage:Stage III, dead, 1641 days	438.0
TCGA-QK-A6IH-01A	65 years, female, white, stage:Stage IVB, alive, 653 days	437.1
TCGA-P3-A5Q5-01A	54 years, male, white, stage:Stage IVA, alive, 910 days	434.4
TCGA-CV-7425-01A	77 years, female, white, stage:Stage III, dead, 1718 days	433.5
TCGA-CN-6013-01A	56 years, male, white, stage:Stage IVA, dead, 727 days	428.6
TCGA-CQ-7071-01A	76 years, female, white, stage:Stage III, alive, 1311 days	428.5
TCGA-CQ-A4CE-01A	76 years, female, stage:Stage II, alive, 897 days	426.2
TCGA-F7-A50G-01A	66 years, male, white, stage:Stage III, alive, 616 days	425.8
TCGA-H7-8501-01A	54 years, male, white, stage:Stage IVA, alive, 461 days	425.7
TCGA-CV-6955-01A	74 years, female, white, stage:Stage II, dead, 334 days	418.0
TCGA-D6-A6EM-01A	65 years, female, white, stage:Stage III, alive, 232 days	412.9
TCGA-BA-7269-01A	61 years, male, white, stage:Stage III, alive, 1273 days	393.9
TCGA-MT-A67F-01A	60 years, female, white, stage:Stage IVA, alive, 384 days	389.9
TCGA-F7-A61V-01A	54 years, male, white, stage:Stage II, alive, 759 days	387.9
TCGA-BA-4074-01A	69 years, male, white, stage:Stage IVA, dead, 462 days	379.8
TCGA-CV-A6JN-01A	53 years, male, white, stage:'--, alive, 906 days	378.4
TCGA-F7-A620-01A	47 years, male, white, stage:Stage III, alive, 543 days	369.4
TCGA-CV-A6K1-01A	65 years, male, white, stage:Stage IVA, alive, 685 days	356.8
TCGA-CN-4726-01A	68 years, male, white, stage:Stage IVA, dead, 142 days	343.6
TCGA-UF-A71E-01A	63 years, male, white, stage:Stage IVA, dead, 1504 days	338.8
TCGA-T2-A6WZ-01A	53 years, male, white, stage:'--, dead, 484 days	301.1
TCGA-CV-A45O-01A	57 years, male, white, stage:'--, alive, 851 days	263.1
TCGA-D6-A6EN-01A	71 years, male, white, stage:Stage III, alive, 687 days	247.0
TCGA-CV-A6JT-01A	65 years, male, white, stage:Stage II, alive, 852 days	247.0
TCGA-MZ-A7D7-01A	51 years, male, white, stage:Stage IVA, alive, 547 days	239.8
TCGA-QK-A6II-01A	52 years, male, white, stage:Stage IVA, dead, 284 days	236.0
TCGA-D6-A6EK-01A	67 years, male, white, stage:Stage III, alive, 875 days	218.8
TCGA-BA-A6DA-01A	41 years, female, white, stage:Stage IVA, alive, 351 days	192.0
TCGA-HD-A6I0-01A	56 years, male, white, stage:Stage IVA, alive, 210 days	139.0
TCGA-CV-A6JM-01A	85 years, male, white, stage:'--, dead, 194 days	132.6
TCGA-UF-A7JS-01A	59 years, male, white, stage:Stage IVA, dead, 680 days	124.3
TCGA-CV-A45Q-01A	69 years, female, white, stage:'--, dead, 5152 days	111.8
TCGA-D6-A6ES-01A	50 years, male, white, stage:Stage IVA, alive, 389 days	91.1
Show allShow less

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
Show allShow less

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