Expression of HSPA8 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

HSPA8 is not prognostic in Head and Neck Squamous Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 640.41

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

697.1

Number of samples

492

Samples

Sample	Description	TPM
TCGA-CN-5356-01A	0 years, male, white, stage:Stage III, alive, 1409 days	2129.2
TCGA-CV-7236-01A	0 years, female, white, stage:Stage IVA, dead, 144 days	1572.9
TCGA-CR-7382-01A	0 years, male, white, stage:Stage IVA, alive, 796 days	1554.0
TCGA-D6-8569-01A	0 years, male, white, stage:Stage II, alive, 770 days	1551.0
TCGA-CV-7429-01A	0 years, male, white, stage:Stage IVA, dead, 107 days	1521.2
TCGA-F7-A61W-01A	0 years, male, asian, stage:Stage IVA, alive, 14 days	1512.5
TCGA-CV-6960-01A	0 years, male, black or african american, stage:Stage III, dead, 862 days	1474.9
TCGA-HD-7229-01A	0 years, male, white, stage:Stage IVA, alive, 1027 days	1413.9
TCGA-D6-8568-01A	0 years, male, white, stage:Stage II, alive, 759 days	1394.8
TCGA-F7-A624-01A	0 years, male, white, stage:Stage II, alive, 378 days	1373.1
TCGA-CV-A6K1-01A	0 years, male, white, stage:Stage IVA, alive, 685 days	1345.9
TCGA-CV-7440-01A	0 years, male, white, stage:Stage II, dead, 675 days	1342.5
TCGA-BA-5556-01A	0 years, female, white, stage:Stage II, alive, 725 days	1340.6
TCGA-BA-4075-01A	0 years, male, black or african american, stage:Stage III, dead, 283 days	1319.1
TCGA-D6-6823-01A	0 years, male, white, stage:Stage II, alive, 701 days	1282.1
TCGA-CQ-A4CH-01A	0 years, male, asian, stage:Stage II, dead, 379 days	1273.8
TCGA-CN-6996-01A	0 years, female, white, stage:Stage IVA, dead, 530 days	1271.7
TCGA-CQ-5334-01A	0 years, male, white, stage:Stage IVA, dead, 129 days	1241.3
TCGA-CN-4738-01A	0 years, male, white, stage:Stage IVA, dead, 436 days	1237.5
TCGA-HD-8635-01A	0 years, female, white, stage:Stage III, alive, 695 days	1233.5
TCGA-CQ-5331-01A	0 years, female, white, stage:'--, alive, 1399 days	1223.2
TCGA-CV-A6JZ-01A	0 years, male, white, stage:Stage II, alive, 714 days	1214.5
TCGA-CV-A464-01A	0 years, male, white, stage:Stage III, alive, 1722 days	1199.2
TCGA-BA-4074-01A	0 years, male, white, stage:Stage IVA, dead, 462 days	1178.6
TCGA-CN-A642-01A	0 years, male, white, stage:Stage IVB, dead, 82 days	1168.8
TCGA-CV-5966-01A	0 years, female, white, stage:Stage IVA, dead, 545 days	1157.8
TCGA-CV-6938-01A	0 years, male, white, stage:Stage II, dead, 144 days	1154.5
TCGA-BA-A4IF-01A	0 years, male, white, stage:'--, alive, 895 days	1154.3
TCGA-UF-A7JV-01A	0 years, female, white, stage:Stage IVA, dead, 90 days	1153.4
TCGA-CQ-7063-01A	0 years, female, white, stage:Stage I, alive, 2133 days	1148.3
TCGA-BA-A8YP-01A	0 years, male, black or african american, stage:Stage IVB, alive, 499 days	1145.4
TCGA-CV-6003-01A	0 years, female, white, stage:Stage III, alive, 1665 days	1139.7
TCGA-D6-6516-01A	0 years, male, white, stage:Stage I, alive, 773 days	1139.2
TCGA-QK-A6VB-01A	0 years, male, white, stage:Stage IVA, alive, 641 days	1137.4
TCGA-P3-A6T5-01A	0 years, female, white, stage:Stage IVA, dead, 882 days	1130.1
TCGA-CV-7090-01A	0 years, male, white, stage:Stage II, alive, 5252 days	1129.4
TCGA-BA-A6DE-01A	0 years, female, white, stage:Stage II, alive, 440 days	1120.5
TCGA-BA-6872-01A	0 years, male, white, stage:'--, dead, 384 days	1116.2
TCGA-CN-4736-01A	0 years, female, white, stage:'--, dead, 395 days	1108.7
TCGA-D6-6515-01A	0 years, female, white, stage:Stage II, dead, 403 days	1106.4
TCGA-CR-7364-01A	0 years, male, white, stage:Stage III, alive, 1435 days	1099.3
TCGA-HD-8634-01A	0 years, female, white, stage:Stage I, dead, 385 days	1093.3
TCGA-CR-7395-01A	0 years, female, white, stage:Stage II, alive, 930 days	1082.8
TCGA-CV-7097-01A	0 years, male, white, stage:Stage II, dead, 385 days	1058.2
TCGA-CN-6022-01A	0 years, male, white, stage:Stage IVA, dead, 281 days	1058.0
TCGA-CQ-6224-01A	0 years, male, white, stage:Stage IVA, alive, 1721 days	1057.4
TCGA-UF-A7JT-01A	0 years, female, white, stage:Stage IVA, dead, 993 days	1057.3
TCGA-CN-4734-01A	0 years, male, white, stage:Stage II, alive, 1690 days	1054.1
TCGA-F7-A61S-01A	0 years, male, white, stage:Stage III, alive, 576 days	1051.3
TCGA-CV-7177-01A	0 years, female, white, stage:Stage II, dead, 663 days	1048.9
TCGA-BA-6873-01A	0 years, male, white, stage:Stage IVA, alive, 122 days	1048.1
TCGA-CX-7086-01A	0 years, male, black or african american, stage:Stage III, alive, 573 days	1041.2
TCGA-QK-A64Z-01A	0 years, female, white, stage:Stage IVA, dead, 641 days	1041.1
TCGA-CR-6477-01A	0 years, female, white, stage:'--, alive, 514 days	1036.7
TCGA-CX-7219-01A	0 years, male, black or african american, stage:Stage IVA, alive, 1045 days	1029.0
TCGA-QK-A652-01A	0 years, male, white, stage:Stage III, alive, 645 days	1026.3
TCGA-CV-7438-01A	0 years, female, white, stage:Stage I, dead, 194 days	1023.4
TCGA-CR-7380-01A	0 years, male, white, stage:Stage IVB, dead, 606 days	1022.3
TCGA-T2-A6WX-01A	0 years, female, white, stage:'--, dead, 209 days	1019.3
TCGA-QK-A8Z8-01A	0 years, female, black or african american, stage:Stage IVC, dead, 171 days	1018.2
TCGA-BA-A6DI-01A	0 years, male, black or african american, stage:'--, dead, 336 days	1016.4
TCGA-CN-6021-01A	0 years, female, white, stage:'--, dead, 276 days	1012.1
TCGA-CV-5978-01A	0 years, female, black or african american, stage:Stage IVB, dead, 215 days	1007.8
TCGA-CN-4737-01A	0 years, male, white, stage:Stage IVA, alive, 625 days	999.5
TCGA-F7-A620-01A	0 years, male, white, stage:Stage III, alive, 543 days	999.4
TCGA-CV-7427-01A	0 years, female, white, stage:Stage II, dead, 4760 days	995.8
TCGA-BA-5151-01A	0 years, male, white, stage:Stage IVA, alive, 722 days	995.1
TCGA-CN-A641-01A	0 years, male, white, stage:Stage IVA, alive, 367 days	989.4
TCGA-CV-7255-01A	0 years, female, white, stage:Stage IVA, dead, 64 days	988.6
TCGA-CN-6023-01A	0 years, male, white, stage:Stage IVA, alive, 1584 days	985.2
TCGA-UF-A71A-01A	0 years, male, white, stage:Stage IVA, dead, 86 days	984.5
TCGA-BA-5558-01A	0 years, male, white, stage:'--, alive, 1995 days	983.2
TCGA-CR-7398-01A	0 years, female, white, stage:Stage II, alive, 156 days	981.7
TCGA-CV-6952-01A	0 years, female, white, stage:Stage IVA, dead, 185 days	971.8
TCGA-D6-A6EO-01A	0 years, male, white, stage:Stage IVA, alive, 759 days	971.0
TCGA-DQ-5631-01A	0 years, male, white, stage:'--, dead, 548 days	964.1
TCGA-CR-7372-01A	0 years, male, white, stage:Stage I, alive, 759 days	960.5
TCGA-HD-7832-01A	0 years, male, white, stage:Stage IVA, alive, 836 days	959.4
TCGA-CR-7390-01A	0 years, male, white, stage:Stage IVA, alive, 1508 days	957.3
TCGA-CV-7425-01A	0 years, female, white, stage:Stage III, dead, 1718 days	954.9
TCGA-CR-7376-01A	0 years, male, white, stage:Stage III, alive, 972 days	953.6
TCGA-CN-5373-01A	0 years, female, white, stage:Stage I, alive, 1584 days	951.4
TCGA-CQ-5329-01A	0 years, female, white, stage:Stage II, alive, 2143 days	949.6
TCGA-CV-7416-01A	0 years, female, white, stage:Stage IVA, dead, 763 days	944.1
TCGA-CV-7432-01A	0 years, male, white, stage:Stage II, dead, 2570 days	943.7
TCGA-CV-6940-01A	0 years, female, white, stage:Stage III, dead, 804 days	943.5
TCGA-H7-8501-01A	0 years, male, white, stage:Stage IVA, alive, 461 days	941.5
TCGA-CR-7371-01A	0 years, female, white, stage:Stage III, dead, 94 days	940.5
TCGA-CN-A499-01A	0 years, female, white, stage:Stage II, alive, 717 days	940.0
TCGA-CN-4729-01A	0 years, male, white, stage:Stage III, alive, 392 days	938.1
TCGA-BA-5153-01A	0 years, male, white, stage:'--, dead, 1762 days	936.3
TCGA-CN-5370-01A	0 years, male, white, stage:Stage III, dead, 259 days	935.6
TCGA-CN-6988-01A	0 years, male, white, stage:Stage IVA, alive, 318 days	934.0
TCGA-CN-5366-01A	0 years, male, white, stage:Stage IVA, dead, 360 days	933.6
TCGA-CN-4725-01A	0 years, male, white, stage:Stage II, alive, 1157 days	930.9
TCGA-RS-A6TO-01A	0 years, female, white, stage:Stage IVA, dead, 387 days	923.3
TCGA-BB-4225-01A	0 years, male, white, stage:'--, alive, 146 days	921.7
TCGA-CV-5977-01A	0 years, male, white, stage:Stage IVA, alive, 1840 days	920.6
TCGA-BB-A5HU-01A	0 years, male, white, stage:Stage IVA, alive, 782 days	919.6
TCGA-WA-A7GZ-01A	0 years, male, white, stage:'--, dead, 625 days	918.8
TCGA-CQ-5330-01A	0 years, female, white, stage:Stage IVA, alive, 1897 days	917.4
TCGA-F7-8298-01A	0 years, male, white, stage:Stage I, alive, 995 days	915.0
TCGA-CV-7423-01A	0 years, male, white, stage:Stage II, dead, 3059 days	913.4
TCGA-QK-A6IG-01A	0 years, male, white, stage:Stage III, dead, 222 days	896.6
TCGA-CV-7261-01A	0 years, male, white, stage:Stage IVA, alive, 1512 days	896.2
TCGA-D6-6825-01A	0 years, male, white, stage:Stage I, alive, 491 days	891.5
TCGA-CQ-6219-01A	0 years, female, white, stage:Stage IVA, dead, 479 days	886.9
TCGA-D6-6517-01A	0 years, male, white, stage:Stage III, alive, 292 days	886.0
TCGA-CN-A63T-01A	0 years, male, white, stage:Stage IVA, alive, 225 days	883.5
TCGA-BA-5152-01A	0 years, male, white, stage:Stage IVA, alive, 1288 days	881.7
TCGA-HD-8224-01A	0 years, male, white, stage:Stage IVA, dead, 446 days	881.5
TCGA-CR-7401-01A	0 years, male, white, stage:Stage I, alive, 1077 days	879.8
TCGA-P3-A5QA-01A	0 years, male, stage:Stage I, alive, 2182 days	876.5
TCGA-CN-5369-01A	0 years, female, white, stage:Stage IVA, dead, 1 days	874.8
TCGA-CQ-A4CB-01A	0 years, male, stage:Stage III, alive, 893 days	874.6
TCGA-D6-6824-01A	0 years, male, white, stage:Stage IVA, alive, 77 days	871.9
TCGA-CR-6493-01A	0 years, male, black or african american, stage:Stage IVA, dead, 282 days	870.5
TCGA-F7-A623-01A	0 years, male, white, stage:Stage IVA, alive, 616 days	867.3
TCGA-CV-A465-01A	0 years, male, white, stage:Stage III, dead, 215 days	862.6
TCGA-CQ-7069-01A	0 years, female, white, stage:Stage II, alive, 1274 days	860.0
TCGA-CR-7379-01A	0 years, female, white, stage:Stage IVA, alive, 1036 days	860.0
TCGA-F7-A622-01A	0 years, male, white, stage:Stage III, dead, 359 days	857.8
TCGA-CN-A6V7-01A	0 years, male, white, stage:Stage IVA, alive, 594 days	857.7
TCGA-WA-A7H4-01A	0 years, male, white, stage:Stage II, alive, 443 days	857.5
TCGA-CV-7252-01A	0 years, female, black or african american, stage:Stage IVA, dead, 151 days	857.4
TCGA-BA-6869-01A	0 years, male, white, stage:Stage III, alive, 644 days	856.2
TCGA-CN-6024-01A	0 years, male, white, stage:Stage IVA, dead, 337 days	856.1
TCGA-CV-A45T-01A	0 years, female, white, stage:'--, dead, 4856 days	852.1
TCGA-CV-7089-01A	0 years, male, white, stage:Stage IVA, dead, 1972 days	851.5
TCGA-CV-7446-01A	0 years, male, white, stage:Stage IVA, dead, 1093 days	848.1
TCGA-CN-4740-01A	0 years, female, white, stage:Stage IVA, dead, 839 days	848.0
TCGA-CV-A461-01A	0 years, male, white, stage:'--, dead, 2064 days	846.3
TCGA-D6-A4Z9-01A	0 years, male, white, stage:Stage IVA, alive, 539 days	846.2
TCGA-CQ-5326-01A	0 years, male, white, stage:Stage IVA, dead, 89 days	845.4
TCGA-UF-A71B-01A	0 years, male, white, stage:Stage IVA, alive, 1506 days	844.7
TCGA-CQ-A4C6-01A	0 years, male, asian, stage:Stage II, alive, 1353 days	844.4
TCGA-BB-A5HZ-01A	0 years, male, white, stage:Stage IVA, alive, 827 days	842.4
TCGA-CN-4722-01A	0 years, female, white, stage:Stage II, alive, 1483 days	841.1
TCGA-D6-6826-01A	0 years, female, white, stage:Stage IVA, dead, 348 days	841.0
TCGA-BA-5555-01A	0 years, male, black or african american, stage:Stage IVA, alive, 520 days	840.4
TCGA-IQ-A6SH-01A	0 years, male, black or african american, stage:Stage III, alive, 471 days	834.9
TCGA-CV-7247-01A	0 years, male, white, stage:Stage III, dead, 577 days	832.4
TCGA-UF-A719-01A	0 years, male, stage:Stage II, alive, 1663 days	828.6
TCGA-CV-6959-01A	0 years, male, white, stage:Stage III, dead, 256 days	826.2
TCGA-CN-4730-01A	0 years, male, white, stage:Stage IVA, alive, 817 days	825.1
TCGA-T2-A6X2-01A	0 years, male, white, stage:Stage III, alive, 987 days	824.9
TCGA-CV-7253-01A	0 years, male, black or african american, stage:Stage IVA, dead, 361 days	824.5
TCGA-CR-6478-01A	0 years, female, white, stage:'--, dead, 183 days	824.3
TCGA-BA-6871-01A	0 years, male, white, stage:'--, dead, 108 days	822.9
TCGA-CV-7245-01A	0 years, male, white, stage:Stage IVA, alive, 797 days	820.8
TCGA-CQ-5325-01A	0 years, male, white, stage:Stage I, dead, 654 days	820.5
TCGA-MT-A51X-01A	0 years, male, white, stage:Stage IVA, alive, 242 days	820.1
TCGA-CQ-5327-01A	0 years, female, asian, stage:Stage IVA, alive, 1660 days	818.8
TCGA-CN-5359-01A	0 years, male, white, stage:Stage IVA, dead, 377 days	816.0
TCGA-C9-A480-01A	0 years, female, asian, stage:Stage III, alive, 386 days	815.1
TCGA-CN-5363-01A	0 years, male, black or african american, stage:Stage IVB, dead, 253 days	811.1
TCGA-UF-A7JH-01A	0 years, male, black or african american, stage:Stage IVA, alive, 896 days	811.0
TCGA-P3-A5Q6-01A	0 years, male, white, stage:Stage IVA, dead, 480 days	808.8
TCGA-CN-A63V-01A	0 years, male, white, stage:Stage IVA, alive, 679 days	808.1
TCGA-T3-A92N-01A	0 years, male, black or african american, stage:Stage IVA, dead, 95 days	807.5
TCGA-BA-4078-01A	0 years, male, white, stage:'--, dead, 276 days	805.7
TCGA-BA-A6DB-01A	0 years, female, white, stage:Stage I, alive, 216 days	803.8
TCGA-HL-7533-01A	0 years, male, white, stage:'--, alive, 1057 days	803.3
TCGA-CR-7402-01A	0 years, male, white, stage:'--, alive, 911 days	801.7
TCGA-CV-7254-01A	0 years, male, white, stage:Stage II, dead, 1459 days	801.6
TCGA-CR-7383-01A	0 years, female, white, stage:Stage I, dead, 521 days	801.5
TCGA-P3-A6T8-01A	0 years, male, white, stage:Stage IVA, alive, 400 days	800.3
TCGA-CN-6010-01A	0 years, male, white, stage:Stage IVA, alive, 1523 days	800.2
TCGA-CQ-7071-01A	0 years, female, white, stage:Stage III, alive, 1311 days	794.5
TCGA-DQ-5630-01A	0 years, male, white, stage:'--, alive, 1030 days	793.5
TCGA-CV-7435-01A	0 years, female, white, stage:Stage IVA, dead, 4680 days	791.5
TCGA-CV-7434-01A	0 years, male, white, stage:Stage IVA, dead, 218 days	790.5
TCGA-BB-4228-01A	0 years, male, white, stage:Stage III, alive, 559 days	790.4
TCGA-CQ-6229-01A	0 years, male, white, stage:Stage II, alive, 1179 days	790.1
TCGA-HD-7753-01A	0 years, male, black or african american, stage:Stage I, alive, 866 days	788.2
TCGA-CV-7104-01A	0 years, female, white, stage:Stage IVA, dead, 393 days	787.1
TCGA-MT-A67D-01A	0 years, male, white, stage:Stage II, alive, 56 days	782.9
TCGA-CQ-A4CG-01A	0 years, female, white, stage:Stage III, dead, 430 days	778.6
TCGA-CN-6989-01A	0 years, male, white, stage:Stage IVA, dead, 980 days	776.6
TCGA-CR-7393-01A	0 years, male, white, stage:Stage III, alive, 993 days	770.5
TCGA-CR-7374-01A	0 years, female, white, stage:'--, alive, 30 days	769.7
TCGA-CN-5367-01A	0 years, female, white, stage:Stage IVA, dead, 352 days	769.4
TCGA-P3-A6T2-01A	0 years, male, white, stage:Stage IVA, alive, 2298 days	769.3
TCGA-CQ-6227-01A	0 years, male, white, stage:Stage IVA, dead, 129 days	766.0
TCGA-IQ-7630-01A	0 years, male, white, stage:Stage II, alive, 485 days	765.1
TCGA-D6-A6EM-01A	0 years, female, white, stage:Stage III, alive, 232 days	764.9
TCGA-CQ-6218-01A	0 years, female, white, stage:Stage IVA, alive, 1253 days	757.9
TCGA-CN-6998-01A	0 years, male, white, stage:Stage IVA, dead, 357 days	757.5
TCGA-CV-7091-01A	0 years, male, white, stage:Stage I, alive, 3381 days	752.7
TCGA-CN-6011-01A	0 years, male, white, stage:Stage IVA, alive, 933 days	752.4
TCGA-CR-6492-01A	0 years, male, white, stage:Stage III, alive, 479 days	751.3
TCGA-CV-A45V-01A	0 years, female, white, stage:Stage IVA, dead, 32 days	751.0
TCGA-KU-A66S-01A	0 years, female, white, stage:Stage III, dead, 406 days	750.1
TCGA-CV-5441-01A	0 years, male, white, stage:Stage IVA, alive, 2886 days	747.1
TCGA-MT-A51W-01A	0 years, female, white, stage:Stage I, alive, 437 days	747.1
TCGA-BA-A6DJ-01A	0 years, male, asian, stage:Stage IVA, dead, 407 days	746.2
TCGA-BA-A6DL-01A	0 years, male, white, stage:'--, alive, 623 days	745.5
TCGA-CR-7373-01A	0 years, male, white, stage:Stage IVA, alive, 889 days	741.4
TCGA-CV-A45P-01A	0 years, female, white, stage:Stage I, alive, 639 days	740.6
TCGA-CV-7100-01A	0 years, male, white, stage:Stage III, dead, 274 days	739.5
TCGA-KU-A6H8-01A	0 years, male, white, stage:Stage IVA, dead, 327 days	739.1
TCGA-CV-7263-01A	0 years, male, black or african american, stage:Stage II, dead, 560 days	737.0
TCGA-D6-6827-01A	0 years, female, white, stage:Stage I, alive, 568 days	736.0
TCGA-MZ-A7D7-01A	0 years, male, white, stage:Stage IVA, alive, 547 days	735.9
TCGA-BA-A4II-01A	0 years, male, white, stage:Stage II, alive, 918 days	733.7
TCGA-CR-7394-01A	0 years, male, white, stage:Stage IVA, alive, 1346 days	731.6
TCGA-CN-5361-01A	0 years, male, white, stage:Stage IVA, dead, 2120 days	731.5
TCGA-CV-A45Z-01A	0 years, male, white, stage:'--, dead, 1466 days	730.3
TCGA-UF-A7JK-01A	0 years, male, stage:Stage IVA, dead, 424 days	727.1
TCGA-CV-7099-01A	0 years, female, white, stage:Stage II, dead, 243 days	727.1
TCGA-F7-A61V-01A	0 years, male, white, stage:Stage II, alive, 759 days	726.0
TCGA-CN-A63W-01A	0 years, female, white, stage:Stage IVA, dead, 377 days	724.7
TCGA-CV-6943-01A	0 years, male, white, stage:Stage III, dead, 602 days	723.7
TCGA-CV-5436-01A	0 years, male, stage:Stage IVA, dead, 584 days	722.4
TCGA-CN-A497-01A	0 years, male, stage:Stage III, alive, 1065 days	718.9
TCGA-BB-A5HY-01A	0 years, male, white, stage:Stage IVA, dead, 321 days	716.5
TCGA-CN-5364-01A	0 years, male, white, stage:Stage IVA, dead, 493 days	715.0
TCGA-DQ-5624-01A	0 years, female, white, stage:'--, alive, 1778 days	714.1
TCGA-CR-7370-01A	0 years, female, white, stage:'--, alive, 105 days	711.4
TCGA-CV-7413-01A	0 years, female, white, stage:Stage II, dead, 294 days	710.0
TCGA-CQ-A4CI-01A	0 years, male, white, stage:Stage III, alive, 950 days	707.6
TCGA-CV-A6JN-01A	0 years, male, white, stage:'--, alive, 906 days	705.3
TCGA-CN-6020-01A	0 years, male, black or african american, stage:Stage III, dead, 205 days	704.5
TCGA-CV-7430-01A	0 years, male, white, stage:Stage IVA, dead, 495 days	699.9
TCGA-P3-A6T0-01A	0 years, female, white, stage:Stage IVA, alive, 578 days	697.9
TCGA-CR-6480-01A	0 years, male, white, stage:'--, alive, 362 days	695.1
TCGA-HD-7831-01A	0 years, male, white, stage:Stage IVA, alive, 667 days	694.3
TCGA-CV-6962-01A	0 years, male, white, stage:Stage IVA, dead, 126 days	694.0
TCGA-CV-7248-01A	0 years, female, black or african american, stage:Stage IVA, dead, 521 days	693.2
TCGA-UF-A7J9-01A	0 years, male, white, stage:Stage IVA, alive, 1358 days	692.1
TCGA-CV-5444-01A	0 years, male, black or african american, stage:Stage IVA, alive, 2437 days	686.4
TCGA-CQ-6223-01A	0 years, male, white, stage:Stage II, alive, 1428 days	686.2
TCGA-CV-7407-01A	0 years, female, white, stage:Stage II, dead, 1081 days	685.0
TCGA-CV-6950-01A	0 years, male, white, stage:Stage IVA, dead, 459 days	684.9
TCGA-CN-4728-01A	0 years, male, white, stage:Stage IVA, alive, 1724 days	684.1
TCGA-CR-6470-01A	0 years, male, white, stage:Stage II, alive, 1521 days	682.1
TCGA-DQ-5629-01A	0 years, male, white, stage:'--, dead, 941 days	680.3
TCGA-CQ-A4CE-01A	0 years, female, stage:Stage II, alive, 897 days	680.2
TCGA-BB-8596-01A	0 years, female, white, stage:Stage IVA, alive, 2161 days	678.3
TCGA-CR-6472-01A	0 years, male, white, stage:'--, alive, 1050 days	675.4
TCGA-CV-7103-01A	0 years, male, white, stage:Stage IVA, dead, 1591 days	669.9
TCGA-CR-7397-01A	0 years, male, white, stage:Stage IVA, alive, 754 days	668.3
TCGA-UF-A7JO-01A	0 years, female, white, stage:Stage IVA, dead, 631 days	668.2
TCGA-CV-5976-01A	0 years, male, white, stage:Stage IVA, alive, 1478 days	666.4
TCGA-F7-A50G-01A	0 years, male, white, stage:Stage III, alive, 616 days	666.0
TCGA-CV-7250-01A	0 years, male, white, stage:Stage IVA, dead, 2900 days	665.9
TCGA-QK-AA3K-01A	0 years, male, black or african american, stage:Stage IVA, alive, 253 days	664.6
TCGA-CN-4733-01A	0 years, male, white, stage:Stage III, alive, 1586 days	664.6
TCGA-CV-7437-01A	0 years, male, stage:Stage II, dead, 506 days	664.4
TCGA-P3-A5QF-01A	0 years, male, white, stage:Stage IVA, dead, 330 days	660.5
TCGA-CV-7406-01A	0 years, male, white, stage:Stage II, dead, 1748 days	660.2
TCGA-F7-A50J-01A	0 years, female, white, stage:Stage III, alive, 947 days	658.7
TCGA-CR-7392-01A	0 years, female, white, stage:Stage IVA, alive, 1425 days	656.9
TCGA-4P-AA8J-01A	0 years, male, black or african american, stage:Stage IVA, alive, 102 days	656.7
TCGA-CN-6018-01A	0 years, female, white, stage:Stage IVA, dead, 580 days	655.3
TCGA-CV-7418-01A	0 years, male, black or african american, stage:Stage IVA, dead, 789 days	655.0
TCGA-CV-6937-01A	0 years, male, white, stage:Stage II, dead, 624 days	654.6
TCGA-D6-A6EN-01A	0 years, male, white, stage:Stage III, alive, 687 days	654.3
TCGA-CV-6961-01A	0 years, male, white, stage:Stage II, dead, 76 days	645.8
TCGA-CN-6997-01A	0 years, male, white, stage:Stage IVA, dead, 988 days	645.8
TCGA-CV-7421-01A	0 years, male, white, stage:Stage IVA, dead, 2 days	644.9
TCGA-UF-A7JD-01A	0 years, male, stage:Stage IVA, dead, 739 days	643.0
TCGA-CV-A6K2-01A	0 years, male, white, stage:Stage IVA, dead, 317 days	640.7
TCGA-IQ-A61H-01A	0 years, male, white, stage:Stage II, alive, 1138 days	640.1
TCGA-CN-6992-01A	0 years, male, white, stage:Stage IVA, alive, 1066 days	636.4
TCGA-CR-7377-01A	0 years, male, white, stage:Stage IVA, dead, 279 days	636.0
TCGA-CR-6487-01A	0 years, male, white, stage:Stage I, alive, 234 days	635.7
TCGA-F7-7848-01A	0 years, male, white, stage:Stage IVA, alive, 1131 days	634.7
TCGA-UF-A71D-01A	0 years, female, white, stage:Stage IVA, alive, 1461 days	634.4
TCGA-CV-7238-01A	0 years, female, white, stage:Stage II, alive, 2727 days	634.2
TCGA-CV-7180-01A	0 years, male, white, stage:Stage II, dead, 327 days	632.2
TCGA-CN-4741-01A	0 years, male, white, stage:Stage IVA, alive, 2239 days	631.9
TCGA-BA-A4IH-01A	0 years, male, white, stage:'--, alive, 622 days	629.6
TCGA-CV-7095-01A	0 years, female, stage:Stage II, dead, 572 days	629.3
TCGA-CV-5971-01A	0 years, male, white, stage:Stage IVA, alive, 701 days	628.0
TCGA-D6-A74Q-01A	0 years, male, white, stage:Stage IVA, alive, 710 days	625.5
TCGA-CR-6473-01A	0 years, male, white, stage:'--, alive, 1125 days	625.1
TCGA-HD-A634-01A	0 years, male, white, stage:Stage IVA, dead, 130 days	623.7
TCGA-CV-A468-01A	0 years, male, stage:Stage IVA, dead, 464 days	618.6
TCGA-UF-A7JF-01A	0 years, male, white, stage:Stage IVA, alive, 1686 days	618.1
TCGA-CR-7391-01A	0 years, female, white, stage:Stage I, alive, 913 days	613.5
TCGA-CV-A6JM-01A	0 years, male, white, stage:'--, dead, 194 days	612.9
TCGA-CQ-6222-01A	0 years, male, white, stage:Stage IVA, alive, 2016 days	612.8
TCGA-CN-4726-01A	0 years, male, white, stage:Stage IVA, dead, 142 days	608.8
TCGA-CV-7433-01A	0 years, male, white, stage:Stage IVA, dead, 601 days	606.8
TCGA-P3-A6T7-01A	0 years, male, white, stage:Stage IVA, dead, 487 days	606.6
TCGA-BB-A6UM-01A	0 years, male, white, stage:Stage III, alive, 393 days	606.4
TCGA-CR-7389-01A	0 years, male, black or african american, stage:'--, alive, 392 days	604.7
TCGA-CN-A6UY-01A	0 years, male, white, stage:Stage IVA, alive, 713 days	604.6
TCGA-F7-8489-01A	0 years, male, white, stage:Stage II, alive, 658 days	602.3
TCGA-MZ-A5BI-01A	0 years, male, white, stage:'--, dead, 217 days	602.3
TCGA-CQ-7068-01A	0 years, female, white, stage:Stage II, alive, 1309 days	601.5
TCGA-CV-5970-01A	0 years, male, white, stage:Stage IVA, dead, 406 days	600.9
TCGA-UF-A7JA-01A	0 years, female, white, stage:Stage IVA, alive, 2265 days	599.4
TCGA-QK-A6VC-01A	0 years, female, black or african american, stage:Stage IVA, alive, 600 days	598.6
TCGA-CR-7388-01A	0 years, female, white, stage:'--, dead, 823 days	597.2
TCGA-CV-6942-01A	0 years, female, white, stage:Stage II, alive, 4282 days	595.6
TCGA-IQ-A61E-01A	0 years, female, white, stage:Stage III, alive, 1147 days	595.3
TCGA-CR-7386-01A	0 years, male, white, stage:Stage IVA, alive, 1430 days	594.5
TCGA-IQ-A6SG-01A	0 years, female, white, stage:Stage III, alive, 579 days	594.3
TCGA-CV-7414-01A	0 years, male, white, stage:Stage IVA, dead, 14 days	590.7
TCGA-CN-5358-01A	0 years, male, white, stage:Stage II, dead, 261 days	590.0
TCGA-CN-6017-01A	0 years, male, white, stage:Stage IVA, dead, 853 days	589.7
TCGA-QK-A8ZA-01A	0 years, male, black or african american, stage:'--, dead, 371 days	588.8
TCGA-CV-7410-01A	0 years, male, white, stage:Stage III, dead, 6417 days	588.7
TCGA-CV-A6JY-01A	0 years, male, white, stage:Stage IVA, alive, 646 days	588.1
TCGA-UF-A7JC-01A	0 years, male, white, stage:Stage IVA, dead, 546 days	587.6
TCGA-CR-6481-01A	0 years, male, white, stage:'--, alive, 311 days	587.6
TCGA-CR-5247-01A	0 years, male, black or african american, stage:'--, alive, 358 days	587.1
TCGA-CV-5432-01A	0 years, male, white, stage:Stage III, alive, 3930 days	586.6
TCGA-CN-A49B-01A	0 years, male, white, stage:Stage III, alive, 904 days	586.5
TCGA-BB-8601-01A	0 years, male, black or african american, stage:Stage III, alive, 624 days	586.0
TCGA-CV-7428-01A	0 years, male, white, stage:Stage IVA, dead, 1671 days	584.0
TCGA-CR-6488-01A	0 years, female, white, stage:Stage II, alive, 379 days	582.9
TCGA-CV-6941-01A	0 years, male, white, stage:Stage III, dead, 342 days	581.3
TCGA-HD-7754-01A	0 years, male, white, stage:Stage IVA, alive, 783 days	580.7
TCGA-HD-A6HZ-01A	0 years, female, white, stage:Stage III, alive, 111 days	579.5
TCGA-CN-6019-01A	0 years, male, white, stage:Stage IVA, alive, 1038 days	578.2
TCGA-CN-4731-01A	0 years, female, white, stage:Stage IVA, dead, 998 days	577.2
TCGA-C9-A47Z-01A	0 years, female, asian, stage:Stage III, dead, 191 days	576.1
TCGA-CN-5365-01A	0 years, male, white, stage:Stage IVB, dead, 351 days	570.1
TCGA-IQ-A61J-01A	0 years, male, white, stage:Stage IVA, alive, 1021 days	567.6
TCGA-CN-4723-01A	0 years, male, white, stage:Stage IVA, alive, 1699 days	565.3
TCGA-P3-A6SX-01A	0 years, male, white, stage:Stage III, dead, 1430 days	565.1
TCGA-CV-5442-01A	0 years, female, white, stage:Stage IVA, alive, 2327 days	564.7
TCGA-DQ-7588-01A	0 years, male, white, stage:'--, dead, 427 days	563.2
TCGA-CV-7183-01A	0 years, male, white, stage:Stage II, alive, 3981 days	563.1
TCGA-MT-A67F-01A	0 years, female, white, stage:Stage IVA, alive, 384 days	562.6
TCGA-HD-A633-01A	0 years, male, white, stage:Stage IVA, alive, 421 days	562.5
TCGA-DQ-5625-01A	0 years, female, white, stage:'--, dead, 1133 days	562.5
TCGA-CQ-6221-01A	0 years, male, white, stage:'--, alive, 1000 days	560.3
TCGA-CQ-A4C7-01A	0 years, male, white, stage:Stage III, dead, 353 days	560.1
TCGA-CV-A6JT-01A	0 years, male, white, stage:Stage II, alive, 852 days	558.8
TCGA-CR-6474-01A	0 years, male, white, stage:Stage IVA, dead, 564 days	556.9
TCGA-CR-5243-01A	0 years, male, white, stage:'--, alive, 2562 days	556.8
TCGA-CQ-5324-01A	0 years, male, white, stage:Stage III, alive, 1593 days	554.4
TCGA-CN-A6V3-01A	0 years, male, white, stage:Stage IVA, alive, 742 days	551.1
TCGA-H7-A6C4-01A	0 years, female, white, stage:Stage IVA, dead, 414 days	550.9
TCGA-CV-5434-01A	0 years, male, black or african american, stage:Stage IVA, dead, 3314 days	550.0
TCGA-CV-7568-01A	0 years, female, white, stage:Stage IVA, dead, 927 days	547.5
TCGA-KU-A66T-01A	0 years, female, white, stage:Stage IVA, alive, 552 days	546.6
TCGA-CV-A45U-01A	0 years, male, white, stage:Stage IVA, dead, 1079 days	546.5
TCGA-CN-6995-01A	0 years, male, white, stage:Stage IVA, dead, 112 days	545.9
TCGA-CR-6471-01A	0 years, male, white, stage:Stage IVA, dead, 1202 days	545.8
TCGA-MZ-A6I9-01A	0 years, male, white, stage:'--, dead, 489 days	544.2
TCGA-CN-4727-01A	0 years, male, white, stage:Stage IVA, alive, 1560 days	543.5
TCGA-CQ-7072-01A	0 years, male, white, stage:Stage II, alive, 2359 days	542.8
TCGA-T2-A6WZ-01A	0 years, male, white, stage:'--, dead, 484 days	542.1
TCGA-CV-6939-01A	0 years, male, white, stage:Stage IVA, dead, 666 days	540.9
TCGA-CQ-A4C9-01A	0 years, male, stage:Stage III, alive, 707 days	534.4
TCGA-CR-6482-01A	0 years, male, black or african american, stage:'--, alive, 345 days	532.9
TCGA-UF-A718-01A	0 years, male, white, stage:Stage IVA, alive, 1971 days	530.5
TCGA-CR-5249-01A	0 years, female, white, stage:Stage II, alive, 1152 days	525.7
TCGA-CV-6936-01A	0 years, male, white, stage:Stage IVA, dead, 166 days	524.7
TCGA-KU-A6H7-01A	0 years, female, white, stage:Stage IVA, alive, 586 days	524.3
TCGA-P3-A6T4-01A	0 years, male, white, stage:Stage IVA, dead, 62 days	523.4
TCGA-P3-A5Q5-01A	0 years, male, white, stage:Stage IVA, alive, 910 days	523.0
TCGA-CV-6955-01A	0 years, female, white, stage:Stage II, dead, 334 days	522.6
TCGA-CR-7367-01A	0 years, male, white, stage:Stage IVA, alive, 1440 days	519.2
TCGA-CX-7082-01A	0 years, male, white, stage:Stage IVA, dead, 11 days	519.0
TCGA-CR-7404-01A	0 years, male, white, stage:'--, alive, 1472 days	517.6
TCGA-CV-A460-01A	0 years, male, white, stage:'--, dead, 1838 days	517.5
TCGA-F7-A50I-01A	0 years, male, white, stage:Stage IVA, alive, 92 days	515.8
TCGA-CQ-5323-01A	0 years, male, white, stage:Stage I, alive, 1466 days	515.3
TCGA-QK-AA3J-01A	0 years, male, black or african american, stage:Stage I, alive, 466 days	514.4
TCGA-CR-7368-01A	0 years, male, white, stage:Stage IVA, alive, 1245 days	513.3
TCGA-CN-5355-01A	0 years, male, black or african american, stage:Stage IVA, alive, 1278 days	513.3
TCGA-CX-7085-01A	0 years, female, white, stage:Stage I, alive, 321 days	504.0
TCGA-CQ-7065-01A	0 years, male, asian, stage:Stage II, alive, 1628 days	500.6
TCGA-CQ-5333-01A	0 years, male, white, stage:Stage II, dead, 341 days	500.3
TCGA-D6-A6EK-01A	0 years, male, white, stage:Stage III, alive, 875 days	497.9
TCGA-HD-A4C1-01A	0 years, female, black or african american, stage:Stage IVA, alive, 11 days	497.0
TCGA-CN-4739-01A	0 years, male, white, stage:Stage IVA, dead, 1394 days	496.5
TCGA-BA-4076-01A	0 years, male, white, stage:'--, dead, 415 days	496.3
TCGA-D6-A6EQ-01A	0 years, male, white, stage:Stage IVA, alive, 368 days	496.2
TCGA-BA-7269-01A	0 years, male, white, stage:Stage III, alive, 1273 days	492.8
TCGA-BA-A6DD-01A	0 years, male, black or african american, stage:Stage IVA, dead, 173 days	491.8
TCGA-P3-A6T3-01A	0 years, male, white, stage:Stage IVA, dead, 577 days	491.2
TCGA-D6-A4ZB-01A	0 years, male, white, stage:Stage III, alive, 376 days	490.2
TCGA-CR-7385-01A	0 years, male, white, stage:'--, alive, 997 days	489.9
TCGA-P3-A5QE-01A	0 years, male, white, stage:Stage III, alive, 1559 days	487.4
TCGA-IQ-A61I-01A	0 years, male, black or african american, stage:Stage IVA, dead, 2 days	484.8
TCGA-CR-6484-01A	0 years, female, asian, stage:Stage IVA, alive, 354 days	484.4
TCGA-IQ-A61O-01A	0 years, male, white, stage:Stage IVA, dead, 421 days	482.3
TCGA-CV-5979-01A	0 years, male, white, stage:Stage IVA, alive, 1315 days	476.7
TCGA-BA-5559-01A	0 years, male, white, stage:'--, dead, 2083 days	476.7
TCGA-CN-6013-01A	0 years, male, white, stage:Stage IVA, dead, 727 days	474.2
TCGA-HD-8314-01A	0 years, male, white, stage:Stage III, alive, 670 days	474.0
TCGA-BA-A4IG-01A	0 years, male, white, stage:'--, alive, 855 days	474.0
TCGA-CQ-6220-01A	0 years, male, white, stage:Stage III, dead, 985 days	472.9
TCGA-CV-6934-01A	0 years, female, white, stage:Stage IVA, dead, 65 days	472.7
TCGA-CN-4735-01A	0 years, male, white, stage:Stage IVA, alive, 1737 days	472.6
TCGA-TN-A7HJ-01A	0 years, male, white, stage:Stage IVA, alive, 403 days	472.4
TCGA-CV-7178-01A	0 years, female, white, stage:Stage IVA, dead, 2166 days	468.4
TCGA-QK-A6IF-01A	0 years, male, white, stage:'--, alive, 704 days	468.0
TCGA-BA-5557-01A	0 years, female, stage:Stage III, alive, 623 days	467.4
TCGA-BB-4217-01A	0 years, male, black or african american, stage:Stage IVA, alive, 187 days	465.4
TCGA-CR-7365-01A	0 years, male, white, stage:Stage IVA, alive, 1191 days	465.2
TCGA-RS-A6TP-01A	0 years, male, white, stage:Stage II, alive, 516 days	464.4
TCGA-CV-6951-01A	0 years, male, white, stage:Stage IVA, dead, 915 days	462.0
TCGA-BB-4227-01A	0 years, male, white, stage:Stage IVA, alive, 134 days	461.7
TCGA-CQ-A4CD-01A	0 years, male, white, stage:Stage IVA, alive, 1022 days	461.2
TCGA-CV-A45X-01A	0 years, male, white, stage:Stage IVA, dead, 198 days	459.3
TCGA-CN-A498-01A	0 years, female, white, stage:Stage III, dead, 773 days	456.2
TCGA-BA-6870-01A	0 years, female, black or african american, stage:'--, dead, 451 days	454.7
TCGA-CV-7101-01A	0 years, male, white, stage:Stage II, dead, 160 days	453.0
TCGA-CR-6491-01A	0 years, male, black or african american, stage:Stage IVA, alive, 693 days	450.7
TCGA-CN-5360-01A	0 years, male, white, stage:Stage IVA, alive, 2169 days	449.2
TCGA-CV-A45Y-01A	0 years, male, american indian or alaska native, stage:Stage IVA, dead, 2703 days	443.8
TCGA-CN-4742-01A	0 years, female, white, stage:Stage IVA, dead, 397 days	441.9
TCGA-CR-5250-01A	0 years, male, white, stage:'--, alive, 799 days	441.3
TCGA-CN-6994-01A	0 years, male, white, stage:Stage IVA, alive, 1183 days	440.4
TCGA-CN-6012-01A	0 years, male, white, stage:Stage IVA, alive, 1460 days	440.4
TCGA-CR-7399-01A	0 years, female, white, stage:Stage IVA, alive, 181 days	437.3
TCGA-CV-A6JD-01A	0 years, female, white, stage:'--, dead, 182 days	435.4
TCGA-CN-A49C-01A	0 years, male, white, stage:'--, alive, 645 days	434.9
TCGA-CN-A6V6-01A	0 years, male, white, stage:Stage IVA, alive, 635 days	434.0
TCGA-CV-5439-01A	0 years, male, white, stage:Stage IVA, dead, 546 days	431.9
TCGA-CQ-6228-01A	0 years, female, white, stage:Stage IVA, dead, 456 days	429.8
TCGA-CV-A45R-01A	0 years, male, white, stage:Stage III, alive, 5480 days	429.0
TCGA-BA-A6D8-01A	0 years, male, black or african american, stage:Stage IVA, alive, 850 days	427.1
TCGA-T3-A92M-01A	0 years, male, black or african american, stage:Stage IVA, alive, 417 days	422.7
TCGA-CV-6935-01A	0 years, male, white, stage:Stage IVA, dead, 295 days	419.4
TCGA-BA-A6DG-01A	0 years, male, white, stage:'--, dead, 69 days	418.4
TCGA-CV-7102-01A	0 years, female, white, stage:Stage IVA, dead, 56 days	405.9
TCGA-QK-A6IH-01A	0 years, female, white, stage:Stage IVB, alive, 653 days	403.7
TCGA-BB-4223-01A	0 years, male, white, stage:Stage IVA, alive, 3221 days	401.7
TCGA-UP-A6WW-01A	0 years, male, white, stage:'--, alive, 518 days	401.3
TCGA-UF-A71E-01A	0 years, male, white, stage:Stage IVA, dead, 1504 days	396.7
TCGA-CR-7369-01A	0 years, male, white, stage:Stage IVA, dead, 1090 days	391.7
TCGA-CV-6948-01A	0 years, female, white, stage:Stage IVB, dead, 1289 days	390.9
TCGA-QK-A6V9-01A	0 years, male, white, stage:Stage II, alive, 833 days	390.4
TCGA-TN-A7HL-01A	0 years, male, white, stage:Stage IVA, alive, 619 days	388.5
TCGA-CQ-5332-01A	0 years, male, white, stage:Stage III, dead, 317 days	387.7
TCGA-IQ-A61G-01A	0 years, male, white, stage:Stage IVA, alive, 360 days	384.5
TCGA-H7-7774-01A	0 years, female, white, stage:Stage IVA, alive, 407 days	381.5
TCGA-D6-A6EP-01A	0 years, male, white, stage:Stage III, alive, 424 days	381.4
TCGA-DQ-7592-01A	0 years, male, american indian or alaska native, stage:'--, alive, 1143 days	378.4
TCGA-CN-6016-01A	0 years, male, white, stage:Stage IVA, alive, 1443 days	377.5
TCGA-BB-A6UO-01A	0 years, female, white, stage:Stage IVA, dead, 268 days	374.9
TCGA-CV-6945-01A	0 years, male, white, stage:Stage IVA, dead, 366 days	371.8
TCGA-CV-A463-01A	0 years, female, white, stage:Stage IVA, dead, 23 days	371.5
TCGA-CV-7242-01A	0 years, female, white, stage:Stage II, alive, 1095 days	370.8
TCGA-CX-A4AQ-01A	0 years, male, white, stage:Stage IVA, alive, 1555 days	366.5
TCGA-CN-5374-01A	0 years, female, white, stage:Stage IVA, dead, 1732 days	359.1
TCGA-CV-A6JU-01A	0 years, female, white, stage:Stage IVB, alive, 110 days	353.9
TCGA-CV-5435-01A	0 years, male, white, stage:Stage IVA, dead, 2319 days	353.5
TCGA-QK-A8ZB-01A	0 years, male, black or african american, stage:Stage IVA, alive, 542 days	352.1
TCGA-CQ-6225-01A	0 years, male, white, stage:Stage III, dead, 403 days	345.1
TCGA-CV-A45W-01A	0 years, male, white, stage:Stage II, dead, 1398 days	341.4
TCGA-CN-A49A-01A	0 years, male, white, stage:Stage IVB, dead, 526 days	335.1
TCGA-CR-5248-01A	0 years, male, white, stage:'--, alive, 1663 days	332.0
TCGA-CV-7422-01A	0 years, female, white, stage:Stage IVA, dead, 1037 days	331.6
TCGA-T2-A6X0-01A	0 years, male, white, stage:'--, alive, 216 days	330.5
TCGA-CV-6933-01A	0 years, male, white, stage:Stage III, dead, 2741 days	328.1
TCGA-D6-A6ES-01A	0 years, male, white, stage:Stage IVA, alive, 389 days	325.5
TCGA-HD-A6I0-01A	0 years, male, white, stage:Stage IVA, alive, 210 days	318.1
TCGA-H7-8502-01A	0 years, male, white, stage:Stage IVA, alive, 458 days	307.2
TCGA-CV-7415-01A	0 years, male, white, stage:Stage IVA, dead, 695 days	305.1
TCGA-DQ-7591-01A	0 years, male, white, stage:'--, alive, 622 days	303.4
TCGA-CV-6954-01A	0 years, male, black or african american, stage:Stage IVA, dead, 2002 days	302.1
TCGA-CR-6467-01A	0 years, male, white, stage:Stage III, alive, 1777 days	299.5
TCGA-CV-7235-01A	0 years, male, white, stage:Stage II, alive, 2347 days	299.3
TCGA-H7-A76A-01A	0 years, male, white, stage:'--, alive, 637 days	297.9
TCGA-CN-A63U-01A	0 years, male, white, stage:Stage IVA, alive, 964 days	297.9
TCGA-CV-5440-01A	0 years, male, white, stage:Stage IVA, alive, 3270 days	284.0
TCGA-QK-A6II-01A	0 years, male, white, stage:Stage IVA, dead, 284 days	273.7
TCGA-CV-6953-01A	0 years, female, white, stage:Stage III, dead, 1641 days	268.9
TCGA-CV-5430-01A	0 years, male, white, stage:Stage IVA, alive, 4241 days	267.5
TCGA-IQ-7631-01A	0 years, female, white, stage:Stage II, alive, 1172 days	262.1
TCGA-IQ-7632-01A	0 years, female, white, stage:Stage IVA, alive, 441 days	252.2
TCGA-UF-A7JJ-01A	0 years, male, stage:Stage IVA, alive, 549 days	251.5
TCGA-QK-A8Z7-01A	0 years, male, black or african american, stage:Stage IVA, alive, 392 days	251.4
TCGA-CV-5431-01A	0 years, male, white, stage:Stage IVA, dead, 522 days	251.2
TCGA-P3-A6T6-01A	0 years, male, white, stage:Stage IVA, dead, 395 days	242.8
TCGA-MT-A7BN-01A	0 years, male, white, stage:Stage IVA, alive, 469 days	242.1
TCGA-CV-A45O-01A	0 years, male, white, stage:'--, alive, 851 days	238.4
TCGA-P3-A6SW-01A	0 years, male, white, stage:Stage IVB, alive, 1120 days	236.1
TCGA-UF-A7JS-01A	0 years, male, white, stage:Stage IVA, dead, 680 days	233.1
TCGA-TN-A7HI-01A	0 years, male, white, stage:Stage IVA, alive, 412 days	227.0
TCGA-CV-A45Q-01A	0 years, female, white, stage:'--, dead, 5152 days	225.4
TCGA-CV-7424-01A	0 years, male, asian, stage:Stage IVA, dead, 453 days	222.8
TCGA-QK-A6IJ-01A	0 years, male, white, stage:Stage III, alive, 387 days	221.2
TCGA-CV-7411-01A	0 years, female, white, stage:Stage IVA, dead, 2717 days	184.4
TCGA-CV-6441-01A	0 years, male, white, stage:Stage III, dead, 292 days	182.8
TCGA-CV-5443-01A	0 years, male, black or african american, stage:Stage III, alive, 2784 days	181.9
TCGA-MT-A67A-01A	0 years, female, white, stage:Stage I, alive, 914 days	160.6
TCGA-BB-4224-01A	0 years, male, white, stage:Stage IVA, alive, 278 days	136.2
TCGA-CV-A6JE-01A	0 years, male, white, stage:'--, alive, 1075 days	134.4
TCGA-CV-6433-01A	0 years, male, white, stage:Stage II, alive, 641 days	128.9
TCGA-CV-6436-01A	0 years, male, white, stage:Stage IVA, alive, 1899 days	112.1
TCGA-BA-A6DA-01A	0 years, female, white, stage:Stage IVA, alive, 351 days	90.9
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HEAD AND NECK SQUAMOUS CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

183

Samples

Sample ID	Sample type	nRPX
CPT0245140003	Normal	0.5
CPT0196210003	Tumor	0.5
CPT0245600003	Tumor	0.4
CPT0008630003	Tumor	0.4
CPT0222360003	Tumor	0.4
CPT0248330003	Tumor	0.3
CPT0237480004	Tumor	0.3
CPT0163790003	Tumor	0.3
CPT0195700003	Normal	0.3
CPT0163840003	Tumor	0.3
CPT0236620003	Tumor	0.3
CPT0235460003	Tumor	0.3
CPT0088410003	Tumor	0.3
CPT0184530003	Tumor	0.3
CPT0194960003	Tumor	0.2
CPT0163740003	Tumor	0.2
CPT0237130004	Tumor	0.2
CPT0087820003	Tumor	0.2
CPT0024810003	Tumor	0.2
CPT0195860003	Tumor	0.2
CPT0245180003	Tumor	0.2
CPT0084630009	Tumor	0.2
CPT0163160003	Tumor	0.2
CPT0088060004	Tumor	0.2
C3N-01758-04	Normal	0.2
CPT0163720003	Normal	0.2
CPT0194800003	Normal	0.2
CPT0237620004	Tumor	0.2
CPT0013210004	Tumor	0.2
CPT0241980004	Tumor	0.2
CPT0199700003	Tumor	0.2
CPT0169640003	Tumor	0.2
CPT0095040003	Tumor	0.2
CPT0195880003	Normal	0.2
CPT0244940004	Tumor	0.2
CPT0245500003	Tumor	0.2
CPT0246670003	Tumor	0.2
CPT0235920003	Normal	0.1
C3N-04279-05	Normal	0.1
CPT0176770003	Tumor	0.1
CPT0223450003	Tumor	0.1
CPT0201830004	Tumor	0.1
CPT0246620003	Tumor	0.1
CPT0013130003	Tumor	0.1
CPT0163490003	Normal	0.1
CPT0177010003	Tumor	0.1
CPT0123260003	Tumor	0.1
CPT0256560003	Tumor	0.1
CPT0248520003	Tumor	0.1
CPT0220610003	Tumor	0.1
CPT0169920003	Normal	0.1
CPT0245190003	Normal	0.1
CPT0011130005	Tumor	0.1
CPT0094280004	Tumor	0.1
CPT0245630003	Tumor	0.1
CPT0223460003	Normal	0.1
CPT0245450003	Tumor	0.1
CPT0162990004	Tumor	0.1
CPT0163340003	Tumor	0.1
CPT0177220003	Normal	0.1
CPT0235910003	Tumor	0.1
CPT0194420003	Tumor	0.1
CPT0226250004	Tumor	0.1
CPT0226440003	Tumor	0.1
CPT0278700002	Normal	0.1
CPT0199710003	Normal	0.1
CPT0199830003	Normal	0.1
CPT0163480003	Tumor	0.1
CPT0011290003	Tumor	0.1
CPT0245730003	Tumor	0.1
CPT0163600003	Tumor	0.1
CPT0163410003	Tumor	0.1
CPT0199880003	Tumor	0.1
CPT0196060003	Normal	0.1
CPT0163240003	Tumor	0.1
CPT0123180003	Tumor	0.0
CPT0199890003	Normal	0.0
CPT0177200003	Tumor	0.0
CPT0220620003	Normal	0.0
CPT0243090003	Tumor	0.0
CPT0242000004	Normal	0.0
CPT0013030003	Normal	0.0
CPT0236850004	Tumor	0.0
CPT0008520008	Tumor	0.0
CPT0246540003	Tumor	0.0
CPT0261520003	Tumor	0.0
CPT0163650003	Tumor	0.0
CPT0226030003	Tumor	0.0
CPT0013250003	Normal	0.0
CPT0226400003	Normal	0.0
CPT0194250003	Tumor	0.0
CPT0196040003	Tumor	0.0
CPT0245010003	Tumor	0.0
CPT0281470002	Normal	0.0
CPT0245680003	Tumor	0.0
CPT0169740004	Normal	0.0
CPT0087990003	Tumor	0.0
C3N-00295-05	Normal	0.0
CPT0011320003	Normal	0.0
CPT0248350003	Normal	0.0
CPT0162890003	Tumor	0.0
CPT0237500003	Normal	0.0
CPT0013000004	Tumor	0.0
CPT0199820003	Tumor	0.0
CPT0123280003	Normal	0.0
CPT0235470002	Normal	0.0
C3N-02693-06	Normal	0.0
CPT0094490004	Tumor	0.0
CPT0094560004	Tumor	0.0
CPT0226450003	Normal	0.0
CPT0226390003	Tumor	-0.1
CPT0163090003	Tumor	-0.1
CPT0207870004	Tumor	-0.1
CPT0226340003	Tumor	-0.1
CPT0008960003	Normal	-0.1
CPT0127050003	Tumor	-0.1
CPT0123190003	Normal	-0.1
CPT0163800003	Normal	-0.1
CPT0245060004	Tumor	-0.1
CPT0169890003	Tumor	-0.1
CPT0245020003	Normal	-0.1
C3N-01859-04	Normal	-0.1
CPT0226090003	Normal	-0.1
CPT0236870003	Normal	-0.1
CPT0163020003	Normal	-0.1
CPT0094420004	Tumor	-0.1
CPT0162940003	Tumor	-0.1
CPT0245130003	Tumor	-0.1
CPT0169730003	Tumor	-0.1
CPT0237150003	Normal	-0.1
CPT0223970003	Tumor	-0.1
CPT0237640003	Normal	-0.2
CPT0226350003	Normal	-0.2
CPT0194260003	Normal	-0.2
CPT0245550003	Tumor	-0.2
CPT0229220002	Normal	-0.2
CPT0008930003	Tumor	-0.2
CPT0163530003	Tumor	-0.2
CPT0177710003	Tumor	-0.2
CPT0163860003	Normal	-0.2
CPT0195680003	Tumor	-0.2
CPT0163430003	Normal	-0.2
CPT0245300003	Tumor	-0.2
CPT0094350004	Tumor	-0.2
CPT0245460003	Normal	-0.2
CPT0088080003	Normal	-0.2
CPT0245230004	Tumor	-0.2
CPT0163610003	Normal	-0.2
C3N-04276-06	Normal	-0.2
CPT0013430003	Tumor	-0.2
CPT0163250003	Normal	-0.2
C3N-04275-05	Normal	-0.2
CPT0013460003	Normal	-0.2
CPT0244890004	Tumor	-0.2
CPT0245410003	Normal	-0.2
CPT0246590003	Tumor	-0.2
C3N-00857-05	Normal	-0.2
CPT0194790003	Tumor	-0.2
CPT0084650004	Normal	-0.3
CPT0088010003	Normal	-0.3
CPT0250310003	Tumor	-0.3
CPT0190860003	Normal	-0.3
CPT0236640003	Normal	-0.3
CPT0201860004	Normal	-0.3
C3N-01620-05	Normal	-0.3
CPT0163170003	Normal	-0.3
CPT0190850003	Tumor	-0.3
CPT0222180003	Tumor	-0.3
CPT0177390003	Tumor	-0.3
CPT0245400003	Tumor	-0.3
CPT0226130003	Tumor	-0.3
CPT0222200003	Normal	-0.3
CPT0245560003	Normal	-0.3
CPT0094580003	Normal	-0.4
CPT0088430003	Normal	-0.4
CPT0226270003	Normal	-0.4
CPT0163910003	Tumor	-0.4
CPT0243140004	Normal	-0.4
CPT0245350003	Tumor	-0.5
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 HPA052504	Antibody CAB002056
Staining
High
Medium
Low
Not detected
Intensity
Strong
Moderate
Weak
Negative
Quantity
>75%
75%-25%
<25%
None
Location
Nuclear
Cytoplasmic/membranous
Cytoplasmic/membranous,nuclear
None
Squamous cell carcinoma, NOS
Adenocarcinoma, NOS
Squamous cell carcinoma, NOS Squamous cell carcinoma, metastatic, NOS