Expression of TACSTD2 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

TACSTD2 is not prognostic in Head and Neck Squamous Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 497.49

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

495.7

Number of samples

492

Samples

Sample	Description	TPM
TCGA-CR-6480-01A	0 years, male, white, stage:'--, alive, 362 days	2506.8
TCGA-HD-8224-01A	0 years, male, white, stage:Stage IVA, dead, 446 days	2138.5
TCGA-CV-7406-01A	0 years, male, white, stage:Stage II, dead, 1748 days	2105.2
TCGA-CN-A49C-01A	0 years, male, white, stage:'--, alive, 645 days	2047.1
TCGA-CN-6988-01A	0 years, male, white, stage:Stage IVA, alive, 318 days	1895.8
TCGA-QK-AA3J-01A	0 years, male, black or african american, stage:Stage I, alive, 466 days	1858.7
TCGA-CR-7385-01A	0 years, male, white, stage:'--, alive, 997 days	1829.5
TCGA-HD-7754-01A	0 years, male, white, stage:Stage IVA, alive, 783 days	1779.3
TCGA-P3-A5QF-01A	0 years, male, white, stage:Stage IVA, dead, 330 days	1765.3
TCGA-CV-7430-01A	0 years, male, white, stage:Stage IVA, dead, 495 days	1700.3
TCGA-BB-A6UM-01A	0 years, male, white, stage:Stage III, alive, 393 days	1609.0
TCGA-UF-A71D-01A	0 years, female, white, stage:Stage IVA, alive, 1461 days	1605.7
TCGA-BA-6869-01A	0 years, male, white, stage:Stage III, alive, 644 days	1467.0
TCGA-CN-4739-01A	0 years, male, white, stage:Stage IVA, dead, 1394 days	1464.6
TCGA-UF-A719-01A	0 years, male, stage:Stage II, alive, 1663 days	1436.3
TCGA-BA-A6DB-01A	0 years, female, white, stage:Stage I, alive, 216 days	1326.9
TCGA-CN-4727-01A	0 years, male, white, stage:Stage IVA, alive, 1560 days	1303.1
TCGA-CR-6472-01A	0 years, male, white, stage:'--, alive, 1050 days	1275.7
TCGA-CR-7368-01A	0 years, male, white, stage:Stage IVA, alive, 1245 days	1274.8
TCGA-CN-4741-01A	0 years, male, white, stage:Stage IVA, alive, 2239 days	1269.0
TCGA-CV-7421-01A	0 years, male, white, stage:Stage IVA, dead, 2 days	1253.5
TCGA-CN-A6V7-01A	0 years, male, white, stage:Stage IVA, alive, 594 days	1211.4
TCGA-CV-7253-01A	0 years, male, black or african american, stage:Stage IVA, dead, 361 days	1199.7
TCGA-BA-5153-01A	0 years, male, white, stage:'--, dead, 1762 days	1189.4
TCGA-H7-A76A-01A	0 years, male, white, stage:'--, alive, 637 days	1184.8
TCGA-CV-6441-01A	0 years, male, white, stage:Stage III, dead, 292 days	1161.0
TCGA-F7-A50I-01A	0 years, male, white, stage:Stage IVA, alive, 92 days	1148.6
TCGA-CN-5374-01A	0 years, female, white, stage:Stage IVA, dead, 1732 days	1137.8
TCGA-UF-A71E-01A	0 years, male, white, stage:Stage IVA, dead, 1504 days	1126.7
TCGA-CN-A6V6-01A	0 years, male, white, stage:Stage IVA, alive, 635 days	1114.7
TCGA-F7-7848-01A	0 years, male, white, stage:Stage IVA, alive, 1131 days	1107.2
TCGA-MZ-A6I9-01A	0 years, male, white, stage:'--, dead, 489 days	1104.6
TCGA-CV-6433-01A	0 years, male, white, stage:Stage II, alive, 641 days	1073.9
TCGA-KU-A6H7-01A	0 years, female, white, stage:Stage IVA, alive, 586 days	1056.7
TCGA-IQ-A61I-01A	0 years, male, black or african american, stage:Stage IVA, dead, 2 days	1053.7
TCGA-T2-A6X0-01A	0 years, male, white, stage:'--, alive, 216 days	1039.7
TCGA-CV-6939-01A	0 years, male, white, stage:Stage IVA, dead, 666 days	1024.8
TCGA-CR-7404-01A	0 years, male, white, stage:'--, alive, 1472 days	1020.2
TCGA-CV-A45R-01A	0 years, male, white, stage:Stage III, alive, 5480 days	1012.7
TCGA-CR-5247-01A	0 years, male, black or african american, stage:'--, alive, 358 days	1005.4
TCGA-CR-7369-01A	0 years, male, white, stage:Stage IVA, dead, 1090 days	996.4
TCGA-HD-8314-01A	0 years, male, white, stage:Stage III, alive, 670 days	936.2
TCGA-D6-A6EO-01A	0 years, male, white, stage:Stage IVA, alive, 759 days	918.2
TCGA-BA-5152-01A	0 years, male, white, stage:Stage IVA, alive, 1288 days	908.2
TCGA-CN-A49B-01A	0 years, male, white, stage:Stage III, alive, 904 days	902.9
TCGA-UF-A7JF-01A	0 years, male, white, stage:Stage IVA, alive, 1686 days	894.0
TCGA-CV-A45V-01A	0 years, female, white, stage:Stage IVA, dead, 32 days	884.7
TCGA-RS-A6TP-01A	0 years, male, white, stage:Stage II, alive, 516 days	878.6
TCGA-BA-A6DI-01A	0 years, male, black or african american, stage:'--, dead, 336 days	877.8
TCGA-CR-6481-01A	0 years, male, white, stage:'--, alive, 311 days	876.5
TCGA-BA-5555-01A	0 years, male, black or african american, stage:Stage IVA, alive, 520 days	874.2
TCGA-CN-6020-01A	0 years, male, black or african american, stage:Stage III, dead, 205 days	872.5
TCGA-MT-A67F-01A	0 years, female, white, stage:Stage IVA, alive, 384 days	871.4
TCGA-CR-6471-01A	0 years, male, white, stage:Stage IVA, dead, 1202 days	865.7
TCGA-CQ-A4C9-01A	0 years, male, stage:Stage III, alive, 707 days	862.1
TCGA-CN-5364-01A	0 years, male, white, stage:Stage IVA, dead, 493 days	854.5
TCGA-CV-7099-01A	0 years, female, white, stage:Stage II, dead, 243 days	849.1
TCGA-P3-A6T6-01A	0 years, male, white, stage:Stage IVA, dead, 395 days	845.3
TCGA-H7-A6C4-01A	0 years, female, white, stage:Stage IVA, dead, 414 days	831.4
TCGA-BB-4227-01A	0 years, male, white, stage:Stage IVA, alive, 134 days	826.6
TCGA-CN-5361-01A	0 years, male, white, stage:Stage IVA, dead, 2120 days	825.8
TCGA-CV-7407-01A	0 years, female, white, stage:Stage II, dead, 1081 days	824.0
TCGA-CR-7393-01A	0 years, male, white, stage:Stage III, alive, 993 days	813.8
TCGA-CN-4731-01A	0 years, female, white, stage:Stage IVA, dead, 998 days	813.2
TCGA-CR-5248-01A	0 years, male, white, stage:'--, alive, 1663 days	804.1
TCGA-CV-7101-01A	0 years, male, white, stage:Stage II, dead, 160 days	799.7
TCGA-CV-A468-01A	0 years, male, stage:Stage IVA, dead, 464 days	796.8
TCGA-CV-7089-01A	0 years, male, white, stage:Stage IVA, dead, 1972 days	781.2
TCGA-CV-A6K2-01A	0 years, male, white, stage:Stage IVA, dead, 317 days	776.1
TCGA-CV-5439-01A	0 years, male, white, stage:Stage IVA, dead, 546 days	775.2
TCGA-CV-7100-01A	0 years, male, white, stage:Stage III, dead, 274 days	762.3
TCGA-CV-7242-01A	0 years, female, white, stage:Stage II, alive, 1095 days	762.0
TCGA-CR-5249-01A	0 years, female, white, stage:Stage II, alive, 1152 days	754.7
TCGA-CV-7091-01A	0 years, male, white, stage:Stage I, alive, 3381 days	754.2
TCGA-CX-7086-01A	0 years, male, black or african american, stage:Stage III, alive, 573 days	748.2
TCGA-CR-7364-01A	0 years, male, white, stage:Stage III, alive, 1435 days	747.6
TCGA-QK-A6VC-01A	0 years, female, black or african american, stage:Stage IVA, alive, 600 days	747.3
TCGA-CV-6951-01A	0 years, male, white, stage:Stage IVA, dead, 915 days	745.9
TCGA-CN-6021-01A	0 years, female, white, stage:'--, dead, 276 days	740.3
TCGA-IQ-A6SG-01A	0 years, female, white, stage:Stage III, alive, 579 days	740.2
TCGA-CV-7432-01A	0 years, male, white, stage:Stage II, dead, 2570 days	737.9
TCGA-QK-A8Z8-01A	0 years, female, black or african american, stage:Stage IVC, dead, 171 days	737.5
TCGA-CN-4738-01A	0 years, male, white, stage:Stage IVA, dead, 436 days	732.5
TCGA-CN-A63U-01A	0 years, male, white, stage:Stage IVA, alive, 964 days	732.3
TCGA-IQ-A61J-01A	0 years, male, white, stage:Stage IVA, alive, 1021 days	731.0
TCGA-DQ-7592-01A	0 years, male, american indian or alaska native, stage:'--, alive, 1143 days	728.6
TCGA-CR-6477-01A	0 years, female, white, stage:'--, alive, 514 days	721.4
TCGA-CV-7235-01A	0 years, male, white, stage:Stage II, alive, 2347 days	718.9
TCGA-CQ-5323-01A	0 years, male, white, stage:Stage I, alive, 1466 days	718.7
TCGA-D6-8568-01A	0 years, male, white, stage:Stage II, alive, 759 days	708.0
TCGA-CQ-6223-01A	0 years, male, white, stage:Stage II, alive, 1428 days	705.9
TCGA-CQ-5324-01A	0 years, male, white, stage:Stage III, alive, 1593 days	702.3
TCGA-TN-A7HL-01A	0 years, male, white, stage:Stage IVA, alive, 619 days	701.4
TCGA-CV-7427-01A	0 years, female, white, stage:Stage II, dead, 4760 days	698.4
TCGA-CV-6955-01A	0 years, female, white, stage:Stage II, dead, 334 days	695.8
TCGA-F7-8489-01A	0 years, male, white, stage:Stage II, alive, 658 days	692.2
TCGA-CQ-6222-01A	0 years, male, white, stage:Stage IVA, alive, 2016 days	690.1
TCGA-D6-6824-01A	0 years, male, white, stage:Stage IVA, alive, 77 days	686.4
TCGA-CV-7250-01A	0 years, male, white, stage:Stage IVA, dead, 2900 days	684.1
TCGA-CX-7082-01A	0 years, male, white, stage:Stage IVA, dead, 11 days	683.2
TCGA-HD-A6HZ-01A	0 years, female, white, stage:Stage III, alive, 111 days	679.2
TCGA-P3-A6SW-01A	0 years, male, white, stage:Stage IVB, alive, 1120 days	678.9
TCGA-CN-A498-01A	0 years, female, white, stage:Stage III, dead, 773 days	678.3
TCGA-HL-7533-01A	0 years, male, white, stage:'--, alive, 1057 days	673.6
TCGA-CV-A45U-01A	0 years, male, white, stage:Stage IVA, dead, 1079 days	672.3
TCGA-TN-A7HJ-01A	0 years, male, white, stage:Stage IVA, alive, 403 days	664.3
TCGA-QK-A6VB-01A	0 years, male, white, stage:Stage IVA, alive, 641 days	658.5
TCGA-DQ-5624-01A	0 years, female, white, stage:'--, alive, 1778 days	655.4
TCGA-UF-A718-01A	0 years, male, white, stage:Stage IVA, alive, 1971 days	654.9
TCGA-CR-6467-01A	0 years, male, white, stage:Stage III, alive, 1777 days	652.4
TCGA-CR-6492-01A	0 years, male, white, stage:Stage III, alive, 479 days	649.5
TCGA-CV-7411-01A	0 years, female, white, stage:Stage IVA, dead, 2717 days	648.7
TCGA-CV-5970-01A	0 years, male, white, stage:Stage IVA, dead, 406 days	647.4
TCGA-CV-6943-01A	0 years, male, white, stage:Stage III, dead, 602 days	642.1
TCGA-P3-A5Q5-01A	0 years, male, white, stage:Stage IVA, alive, 910 days	640.8
TCGA-CV-7415-01A	0 years, male, white, stage:Stage IVA, dead, 695 days	640.3
TCGA-DQ-5625-01A	0 years, female, white, stage:'--, dead, 1133 days	640.0
TCGA-CN-6013-01A	0 years, male, white, stage:Stage IVA, dead, 727 days	637.2
TCGA-BA-A4II-01A	0 years, male, white, stage:Stage II, alive, 918 days	636.4
TCGA-CR-5250-01A	0 years, male, white, stage:'--, alive, 799 days	632.1
TCGA-KU-A6H8-01A	0 years, male, white, stage:Stage IVA, dead, 327 days	628.5
TCGA-CN-6995-01A	0 years, male, white, stage:Stage IVA, dead, 112 days	627.0
TCGA-IQ-7632-01A	0 years, female, white, stage:Stage IVA, alive, 441 days	627.0
TCGA-BA-5556-01A	0 years, female, white, stage:Stage II, alive, 725 days	625.2
TCGA-CV-A45Y-01A	0 years, male, american indian or alaska native, stage:Stage IVA, dead, 2703 days	622.6
TCGA-RS-A6TO-01A	0 years, female, white, stage:Stage IVA, dead, 387 days	620.1
TCGA-BB-4223-01A	0 years, male, white, stage:Stage IVA, alive, 3221 days	619.0
TCGA-D6-A74Q-01A	0 years, male, white, stage:Stage IVA, alive, 710 days	618.2
TCGA-DQ-5630-01A	0 years, male, white, stage:'--, alive, 1030 days	615.5
TCGA-BA-A6DJ-01A	0 years, male, asian, stage:Stage IVA, dead, 407 days	612.6
TCGA-F7-A623-01A	0 years, male, white, stage:Stage IVA, alive, 616 days	612.1
TCGA-UP-A6WW-01A	0 years, male, white, stage:'--, alive, 518 days	611.5
TCGA-CV-7177-01A	0 years, female, white, stage:Stage II, dead, 663 days	610.5
TCGA-QK-A652-01A	0 years, male, white, stage:Stage III, alive, 645 days	608.6
TCGA-CR-5243-01A	0 years, male, white, stage:'--, alive, 2562 days	608.2
TCGA-CV-6948-01A	0 years, female, white, stage:Stage IVB, dead, 1289 days	605.8
TCGA-MT-A51W-01A	0 years, female, white, stage:Stage I, alive, 437 days	604.1
TCGA-CV-A463-01A	0 years, female, white, stage:Stage IVA, dead, 23 days	602.6
TCGA-CV-A460-01A	0 years, male, white, stage:'--, dead, 1838 days	598.6
TCGA-BA-A6DE-01A	0 years, female, white, stage:Stage II, alive, 440 days	597.4
TCGA-CV-A45Z-01A	0 years, male, white, stage:'--, dead, 1466 days	596.8
TCGA-T3-A92N-01A	0 years, male, black or african american, stage:Stage IVA, dead, 95 days	596.3
TCGA-BA-A6DD-01A	0 years, male, black or african american, stage:Stage IVA, dead, 173 days	591.8
TCGA-HD-A4C1-01A	0 years, female, black or african american, stage:Stage IVA, alive, 11 days	584.2
TCGA-F7-A620-01A	0 years, male, white, stage:Stage III, alive, 543 days	574.8
TCGA-BB-4228-01A	0 years, male, white, stage:Stage III, alive, 559 days	573.7
TCGA-QK-A6V9-01A	0 years, male, white, stage:Stage II, alive, 833 days	571.2
TCGA-P3-A6T3-01A	0 years, male, white, stage:Stage IVA, dead, 577 days	567.1
TCGA-MZ-A7D7-01A	0 years, male, white, stage:Stage IVA, alive, 547 days	565.5
TCGA-CV-A6JT-01A	0 years, male, white, stage:Stage II, alive, 852 days	563.9
TCGA-P3-A6T7-01A	0 years, male, white, stage:Stage IVA, dead, 487 days	563.1
TCGA-CN-A497-01A	0 years, male, stage:Stage III, alive, 1065 days	560.1
TCGA-CV-A461-01A	0 years, male, white, stage:'--, dead, 2064 days	559.4
TCGA-CV-A45X-01A	0 years, male, white, stage:Stage IVA, dead, 198 days	552.7
TCGA-CV-7423-01A	0 years, male, white, stage:Stage II, dead, 3059 days	549.6
TCGA-BA-A4IG-01A	0 years, male, white, stage:'--, alive, 855 days	543.1
TCGA-CV-5441-01A	0 years, male, white, stage:Stage IVA, alive, 2886 days	542.9
TCGA-CN-6016-01A	0 years, male, white, stage:Stage IVA, alive, 1443 days	542.6
TCGA-BB-A5HZ-01A	0 years, male, white, stage:Stage IVA, alive, 827 days	542.1
TCGA-CN-6994-01A	0 years, male, white, stage:Stage IVA, alive, 1183 days	542.1
TCGA-HD-8635-01A	0 years, female, white, stage:Stage III, alive, 695 days	541.2
TCGA-HD-A633-01A	0 years, male, white, stage:Stage IVA, alive, 421 days	536.6
TCGA-CV-6952-01A	0 years, female, white, stage:Stage IVA, dead, 185 days	536.4
TCGA-CV-7422-01A	0 years, female, white, stage:Stage IVA, dead, 1037 days	532.6
TCGA-BB-4224-01A	0 years, male, white, stage:Stage IVA, alive, 278 days	532.2
TCGA-CV-7255-01A	0 years, female, white, stage:Stage IVA, dead, 64 days	531.9
TCGA-CV-5976-01A	0 years, male, white, stage:Stage IVA, alive, 1478 days	531.9
TCGA-CV-5977-01A	0 years, male, white, stage:Stage IVA, alive, 1840 days	529.8
TCGA-HD-7831-01A	0 years, male, white, stage:Stage IVA, alive, 667 days	528.8
TCGA-CV-A45O-01A	0 years, male, white, stage:'--, alive, 851 days	527.8
TCGA-CN-4734-01A	0 years, male, white, stage:Stage II, alive, 1690 days	526.3
TCGA-CV-5442-01A	0 years, female, white, stage:Stage IVA, alive, 2327 days	523.1
TCGA-CQ-A4CD-01A	0 years, male, white, stage:Stage IVA, alive, 1022 days	521.2
TCGA-CV-6933-01A	0 years, male, white, stage:Stage III, dead, 2741 days	521.2
TCGA-BB-8596-01A	0 years, female, white, stage:Stage IVA, alive, 2161 days	518.9
TCGA-CV-6961-01A	0 years, male, white, stage:Stage II, dead, 76 days	518.5
TCGA-CV-7435-01A	0 years, female, white, stage:Stage IVA, dead, 4680 days	511.8
TCGA-CR-7397-01A	0 years, male, white, stage:Stage IVA, alive, 754 days	511.2
TCGA-CN-4742-01A	0 years, female, white, stage:Stage IVA, dead, 397 days	506.4
TCGA-BA-A6DL-01A	0 years, male, white, stage:'--, alive, 623 days	504.1
TCGA-HD-7753-01A	0 years, male, black or african american, stage:Stage I, alive, 866 days	503.7
TCGA-CR-6491-01A	0 years, male, black or african american, stage:Stage IVA, alive, 693 days	502.2
TCGA-CN-A641-01A	0 years, male, white, stage:Stage IVA, alive, 367 days	500.0
TCGA-IQ-A61H-01A	0 years, male, white, stage:Stage II, alive, 1138 days	497.9
TCGA-CQ-A4C7-01A	0 years, male, white, stage:Stage III, dead, 353 days	497.1
TCGA-CV-A465-01A	0 years, male, white, stage:Stage III, dead, 215 days	495.1
TCGA-CN-A63T-01A	0 years, male, white, stage:Stage IVA, alive, 225 days	494.1
TCGA-HD-7832-01A	0 years, male, white, stage:Stage IVA, alive, 836 days	493.0
TCGA-CV-6953-01A	0 years, female, white, stage:Stage III, dead, 1641 days	491.6
TCGA-P3-A6T4-01A	0 years, male, white, stage:Stage IVA, dead, 62 days	489.7
TCGA-CV-7180-01A	0 years, male, white, stage:Stage II, dead, 327 days	488.8
TCGA-CN-6011-01A	0 years, male, white, stage:Stage IVA, alive, 933 days	484.3
TCGA-BA-5559-01A	0 years, male, white, stage:'--, dead, 2083 days	481.6
TCGA-H7-8502-01A	0 years, male, white, stage:Stage IVA, alive, 458 days	481.6
TCGA-CR-7391-01A	0 years, female, white, stage:Stage I, alive, 913 days	481.4
TCGA-CR-6473-01A	0 years, male, white, stage:'--, alive, 1125 days	479.1
TCGA-CN-4723-01A	0 years, male, white, stage:Stage IVA, alive, 1699 days	473.9
TCGA-CV-7252-01A	0 years, female, black or african american, stage:Stage IVA, dead, 151 days	473.1
TCGA-CV-A45P-01A	0 years, female, white, stage:Stage I, alive, 639 days	471.9
TCGA-DQ-5631-01A	0 years, male, white, stage:'--, dead, 548 days	471.3
TCGA-BA-A6DG-01A	0 years, male, white, stage:'--, dead, 69 days	468.0
TCGA-H7-7774-01A	0 years, female, white, stage:Stage IVA, alive, 407 days	459.1
TCGA-CQ-6220-01A	0 years, male, white, stage:Stage III, dead, 985 days	454.9
TCGA-IQ-7630-01A	0 years, male, white, stage:Stage II, alive, 485 days	453.7
TCGA-BA-5557-01A	0 years, female, stage:Stage III, alive, 623 days	452.9
TCGA-D6-6825-01A	0 years, male, white, stage:Stage I, alive, 491 days	452.7
TCGA-CR-7389-01A	0 years, male, black or african american, stage:'--, alive, 392 days	452.4
TCGA-D6-6826-01A	0 years, female, white, stage:Stage IVA, dead, 348 days	452.4
TCGA-CR-7388-01A	0 years, female, white, stage:'--, dead, 823 days	451.7
TCGA-CN-5369-01A	0 years, female, white, stage:Stage IVA, dead, 1 days	446.0
TCGA-CN-A63V-01A	0 years, male, white, stage:Stage IVA, alive, 679 days	442.1
TCGA-CQ-5327-01A	0 years, female, asian, stage:Stage IVA, alive, 1660 days	441.5
TCGA-CX-7219-01A	0 years, male, black or african american, stage:Stage IVA, alive, 1045 days	441.0
TCGA-CV-6950-01A	0 years, male, white, stage:Stage IVA, dead, 459 days	439.2
TCGA-CV-6934-01A	0 years, female, white, stage:Stage IVA, dead, 65 days	438.8
TCGA-DQ-7591-01A	0 years, male, white, stage:'--, alive, 622 days	438.7
TCGA-CQ-7068-01A	0 years, female, white, stage:Stage II, alive, 1309 days	437.3
TCGA-CV-6940-01A	0 years, female, white, stage:Stage III, dead, 804 days	436.7
TCGA-CV-7236-01A	0 years, female, white, stage:Stage IVA, dead, 144 days	436.0
TCGA-CN-4725-01A	0 years, male, white, stage:Stage II, alive, 1157 days	434.5
TCGA-CN-6012-01A	0 years, male, white, stage:Stage IVA, alive, 1460 days	430.7
TCGA-HD-8634-01A	0 years, female, white, stage:Stage I, dead, 385 days	430.1
TCGA-MT-A67D-01A	0 years, male, white, stage:Stage II, alive, 56 days	429.4
TCGA-BB-4225-01A	0 years, male, white, stage:'--, alive, 146 days	428.6
TCGA-CV-7104-01A	0 years, female, white, stage:Stage IVA, dead, 393 days	428.4
TCGA-D6-8569-01A	0 years, male, white, stage:Stage II, alive, 770 days	428.3
TCGA-CQ-6227-01A	0 years, male, white, stage:Stage IVA, dead, 129 days	427.0
TCGA-CN-4729-01A	0 years, male, white, stage:Stage III, alive, 392 days	423.2
TCGA-CN-6010-01A	0 years, male, white, stage:Stage IVA, alive, 1523 days	422.6
TCGA-CV-6960-01A	0 years, male, black or african american, stage:Stage III, dead, 862 days	422.1
TCGA-CN-5373-01A	0 years, female, white, stage:Stage I, alive, 1584 days	421.6
TCGA-CN-A6V3-01A	0 years, male, white, stage:Stage IVA, alive, 742 days	421.2
TCGA-C9-A47Z-01A	0 years, female, asian, stage:Stage III, dead, 191 days	420.7
TCGA-CN-5367-01A	0 years, female, white, stage:Stage IVA, dead, 352 days	419.6
TCGA-CN-5366-01A	0 years, male, white, stage:Stage IVA, dead, 360 days	419.6
TCGA-CR-7373-01A	0 years, male, white, stage:Stage IVA, alive, 889 days	419.0
TCGA-CN-5365-01A	0 years, male, white, stage:Stage IVB, dead, 351 days	415.2
TCGA-UF-A7JV-01A	0 years, female, white, stage:Stage IVA, dead, 90 days	413.1
TCGA-QK-A8Z7-01A	0 years, male, black or african american, stage:Stage IVA, alive, 392 days	411.7
TCGA-CV-5435-01A	0 years, male, white, stage:Stage IVA, dead, 2319 days	411.4
TCGA-CV-A6JU-01A	0 years, female, white, stage:Stage IVB, alive, 110 days	411.4
TCGA-CN-5370-01A	0 years, male, white, stage:Stage III, dead, 259 days	410.4
TCGA-CV-5443-01A	0 years, male, black or african american, stage:Stage III, alive, 2784 days	409.8
TCGA-CV-7433-01A	0 years, male, white, stage:Stage IVA, dead, 601 days	409.7
TCGA-CV-7446-01A	0 years, male, white, stage:Stage IVA, dead, 1093 days	408.5
TCGA-D6-A4Z9-01A	0 years, male, white, stage:Stage IVA, alive, 539 days	407.7
TCGA-D6-A6EN-01A	0 years, male, white, stage:Stage III, alive, 687 days	406.7
TCGA-BB-A6UO-01A	0 years, female, white, stage:Stage IVA, dead, 268 days	406.7
TCGA-IQ-7631-01A	0 years, female, white, stage:Stage II, alive, 1172 days	405.5
TCGA-T2-A6X2-01A	0 years, male, white, stage:Stage III, alive, 987 days	404.6
TCGA-DQ-7588-01A	0 years, male, white, stage:'--, dead, 427 days	403.1
TCGA-CV-7437-01A	0 years, male, stage:Stage II, dead, 506 days	402.6
TCGA-F7-8298-01A	0 years, male, white, stage:Stage I, alive, 995 days	400.3
TCGA-HD-7229-01A	0 years, male, white, stage:Stage IVA, alive, 1027 days	399.8
TCGA-BB-4217-01A	0 years, male, black or african american, stage:Stage IVA, alive, 187 days	396.7
TCGA-CR-7377-01A	0 years, male, white, stage:Stage IVA, dead, 279 days	395.5
TCGA-CR-7390-01A	0 years, male, white, stage:Stage IVA, alive, 1508 days	392.6
TCGA-BA-5151-01A	0 years, male, white, stage:Stage IVA, alive, 722 days	391.6
TCGA-KU-A66T-01A	0 years, female, white, stage:Stage IVA, alive, 552 days	391.3
TCGA-CV-5430-01A	0 years, male, white, stage:Stage IVA, alive, 4241 days	391.2
TCGA-CQ-5326-01A	0 years, male, white, stage:Stage IVA, dead, 89 days	390.4
TCGA-CV-7248-01A	0 years, female, black or african american, stage:Stage IVA, dead, 521 days	386.3
TCGA-CN-A499-01A	0 years, female, white, stage:Stage II, alive, 717 days	386.0
TCGA-IQ-A61E-01A	0 years, female, white, stage:Stage III, alive, 1147 days	385.9
TCGA-CV-7413-01A	0 years, female, white, stage:Stage II, dead, 294 days	385.7
TCGA-D6-6515-01A	0 years, female, white, stage:Stage II, dead, 403 days	382.9
TCGA-CR-7386-01A	0 years, male, white, stage:Stage IVA, alive, 1430 days	380.1
TCGA-CN-5360-01A	0 years, male, white, stage:Stage IVA, alive, 2169 days	379.7
TCGA-CX-7085-01A	0 years, female, white, stage:Stage I, alive, 321 days	379.4
TCGA-CR-7401-01A	0 years, male, white, stage:Stage I, alive, 1077 days	379.3
TCGA-CV-7416-01A	0 years, female, white, stage:Stage IVA, dead, 763 days	379.3
TCGA-CQ-6225-01A	0 years, male, white, stage:Stage III, dead, 403 days	374.0
TCGA-CV-7183-01A	0 years, male, white, stage:Stage II, alive, 3981 days	373.9
TCGA-CV-A6JE-01A	0 years, male, white, stage:'--, alive, 1075 days	373.5
TCGA-QK-A8ZB-01A	0 years, male, black or african american, stage:Stage IVA, alive, 542 days	370.7
TCGA-QK-A64Z-01A	0 years, female, white, stage:Stage IVA, dead, 641 days	368.2
TCGA-CV-5979-01A	0 years, male, white, stage:Stage IVA, alive, 1315 days	368.0
TCGA-CQ-A4CG-01A	0 years, female, white, stage:Stage III, dead, 430 days	367.2
TCGA-CN-5359-01A	0 years, male, white, stage:Stage IVA, dead, 377 days	366.0
TCGA-QK-A6IJ-01A	0 years, male, white, stage:Stage III, alive, 387 days	365.2
TCGA-CV-6937-01A	0 years, male, white, stage:Stage II, dead, 624 days	365.0
TCGA-UF-A7JJ-01A	0 years, male, stage:Stage IVA, alive, 549 days	365.0
TCGA-CV-7425-01A	0 years, female, white, stage:Stage III, dead, 1718 days	364.9
TCGA-CQ-7071-01A	0 years, female, white, stage:Stage III, alive, 1311 days	364.8
TCGA-BA-A4IH-01A	0 years, male, white, stage:'--, alive, 622 days	364.1
TCGA-CN-6998-01A	0 years, male, white, stage:Stage IVA, dead, 357 days	363.5
TCGA-CN-A63W-01A	0 years, female, white, stage:Stage IVA, dead, 377 days	360.2
TCGA-CV-6959-01A	0 years, male, white, stage:Stage III, dead, 256 days	359.5
TCGA-CN-4736-01A	0 years, female, white, stage:'--, dead, 395 days	359.3
TCGA-CR-7365-01A	0 years, male, white, stage:Stage IVA, alive, 1191 days	359.1
TCGA-CV-7434-01A	0 years, male, white, stage:Stage IVA, dead, 218 days	358.6
TCGA-MT-A51X-01A	0 years, male, white, stage:Stage IVA, alive, 242 days	358.6
TCGA-IQ-A6SH-01A	0 years, male, black or african american, stage:Stage III, alive, 471 days	358.5
TCGA-CQ-7065-01A	0 years, male, asian, stage:Stage II, alive, 1628 days	357.6
TCGA-F7-A50G-01A	0 years, male, white, stage:Stage III, alive, 616 days	357.1
TCGA-P3-A6T5-01A	0 years, female, white, stage:Stage IVA, dead, 882 days	355.9
TCGA-CV-7438-01A	0 years, female, white, stage:Stage I, dead, 194 days	355.8
TCGA-CN-6022-01A	0 years, male, white, stage:Stage IVA, dead, 281 days	355.0
TCGA-IQ-A61G-01A	0 years, male, white, stage:Stage IVA, alive, 360 days	354.4
TCGA-QK-A6II-01A	0 years, male, white, stage:Stage IVA, dead, 284 days	353.2
TCGA-BA-5558-01A	0 years, male, white, stage:'--, alive, 1995 days	352.3
TCGA-CR-6484-01A	0 years, female, asian, stage:Stage IVA, alive, 354 days	352.1
TCGA-CN-6997-01A	0 years, male, white, stage:Stage IVA, dead, 988 days	351.4
TCGA-CN-6019-01A	0 years, male, white, stage:Stage IVA, alive, 1038 days	350.5
TCGA-CN-6996-01A	0 years, female, white, stage:Stage IVA, dead, 530 days	345.8
TCGA-CV-A464-01A	0 years, male, white, stage:Stage III, alive, 1722 days	345.2
TCGA-QK-A8ZA-01A	0 years, male, black or african american, stage:'--, dead, 371 days	343.7
TCGA-UF-A7JC-01A	0 years, male, white, stage:Stage IVA, dead, 546 days	342.1
TCGA-CV-7238-01A	0 years, female, white, stage:Stage II, alive, 2727 days	340.4
TCGA-F7-A50J-01A	0 years, female, white, stage:Stage III, alive, 947 days	339.9
TCGA-CR-7376-01A	0 years, male, white, stage:Stage III, alive, 972 days	337.0
TCGA-F7-A61V-01A	0 years, male, white, stage:Stage II, alive, 759 days	335.5
TCGA-CQ-6228-01A	0 years, female, white, stage:Stage IVA, dead, 456 days	335.2
TCGA-CV-A6JZ-01A	0 years, male, white, stage:Stage II, alive, 714 days	335.1
TCGA-CR-6493-01A	0 years, male, black or african american, stage:Stage IVA, dead, 282 days	334.6
TCGA-CN-A6UY-01A	0 years, male, white, stage:Stage IVA, alive, 713 days	330.4
TCGA-UF-A7JA-01A	0 years, female, white, stage:Stage IVA, alive, 2265 days	329.1
TCGA-P3-A5QE-01A	0 years, male, white, stage:Stage III, alive, 1559 days	328.6
TCGA-CQ-5333-01A	0 years, male, white, stage:Stage II, dead, 341 days	327.2
TCGA-F7-A61S-01A	0 years, male, white, stage:Stage III, alive, 576 days	323.6
TCGA-CV-5978-01A	0 years, female, black or african american, stage:Stage IVB, dead, 215 days	323.2
TCGA-CV-7245-01A	0 years, male, white, stage:Stage IVA, alive, 797 days	322.2
TCGA-CV-7103-01A	0 years, male, white, stage:Stage IVA, dead, 1591 days	319.3
TCGA-CQ-5332-01A	0 years, male, white, stage:Stage III, dead, 317 days	318.9
TCGA-CV-A45T-01A	0 years, female, white, stage:'--, dead, 4856 days	318.4
TCGA-CQ-6229-01A	0 years, male, white, stage:Stage II, alive, 1179 days	316.2
TCGA-CQ-5325-01A	0 years, male, white, stage:Stage I, dead, 654 days	314.7
TCGA-CV-A6JY-01A	0 years, male, white, stage:Stage IVA, alive, 646 days	309.6
TCGA-CQ-5330-01A	0 years, female, white, stage:Stage IVA, alive, 1897 days	308.5
TCGA-CV-6936-01A	0 years, male, white, stage:Stage IVA, dead, 166 days	308.0
TCGA-CN-6989-01A	0 years, male, white, stage:Stage IVA, dead, 980 days	307.9
TCGA-WA-A7H4-01A	0 years, male, white, stage:Stage II, alive, 443 days	307.7
TCGA-BB-8601-01A	0 years, male, black or african american, stage:Stage III, alive, 624 days	307.5
TCGA-CV-7414-01A	0 years, male, white, stage:Stage IVA, dead, 14 days	305.6
TCGA-CV-7428-01A	0 years, male, white, stage:Stage IVA, dead, 1671 days	304.3
TCGA-CQ-6218-01A	0 years, female, white, stage:Stage IVA, alive, 1253 days	303.2
TCGA-BA-6870-01A	0 years, female, black or african american, stage:'--, dead, 451 days	302.9
TCGA-CV-5444-01A	0 years, male, black or african american, stage:Stage IVA, alive, 2437 days	302.3
TCGA-CV-6938-01A	0 years, male, white, stage:Stage II, dead, 144 days	300.2
TCGA-H7-8501-01A	0 years, male, white, stage:Stage IVA, alive, 461 days	300.0
TCGA-UF-A7JO-01A	0 years, female, white, stage:Stage IVA, dead, 631 days	299.4
TCGA-CV-5440-01A	0 years, male, white, stage:Stage IVA, alive, 3270 days	298.8
TCGA-QK-A6IH-01A	0 years, female, white, stage:Stage IVB, alive, 653 days	298.4
TCGA-CQ-7063-01A	0 years, female, white, stage:Stage I, alive, 2133 days	297.5
TCGA-CR-6488-01A	0 years, female, white, stage:Stage II, alive, 379 days	296.9
TCGA-D6-A4ZB-01A	0 years, male, white, stage:Stage III, alive, 376 days	296.0
TCGA-CN-4726-01A	0 years, male, white, stage:Stage IVA, dead, 142 days	293.8
TCGA-T2-A6WZ-01A	0 years, male, white, stage:'--, dead, 484 days	293.3
TCGA-UF-A7JT-01A	0 years, female, white, stage:Stage IVA, dead, 993 days	292.6
TCGA-CV-7261-01A	0 years, male, white, stage:Stage IVA, alive, 1512 days	291.5
TCGA-CR-7379-01A	0 years, female, white, stage:Stage IVA, alive, 1036 days	290.1
TCGA-CV-A6K1-01A	0 years, male, white, stage:Stage IVA, alive, 685 days	288.9
TCGA-CR-7398-01A	0 years, female, white, stage:Stage II, alive, 156 days	288.0
TCGA-CV-7418-01A	0 years, male, black or african american, stage:Stage IVA, dead, 789 days	285.1
TCGA-C9-A480-01A	0 years, female, asian, stage:Stage III, alive, 386 days	282.9
TCGA-CV-7568-01A	0 years, female, white, stage:Stage IVA, dead, 927 days	282.6
TCGA-CV-7263-01A	0 years, male, black or african american, stage:Stage II, dead, 560 days	281.9
TCGA-CR-7380-01A	0 years, male, white, stage:Stage IVB, dead, 606 days	281.7
TCGA-CV-5966-01A	0 years, female, white, stage:Stage IVA, dead, 545 days	280.9
TCGA-CV-7247-01A	0 years, male, white, stage:Stage III, dead, 577 days	280.2
TCGA-BA-A6DA-01A	0 years, female, white, stage:Stage IVA, alive, 351 days	279.3
TCGA-CR-6482-01A	0 years, male, black or african american, stage:'--, alive, 345 days	278.7
TCGA-CQ-A4CE-01A	0 years, female, stage:Stage II, alive, 897 days	278.6
TCGA-CR-6474-01A	0 years, male, white, stage:Stage IVA, dead, 564 days	278.6
TCGA-BA-4076-01A	0 years, male, white, stage:'--, dead, 415 days	278.5
TCGA-CV-6954-01A	0 years, male, black or african american, stage:Stage IVA, dead, 2002 days	275.6
TCGA-CR-6470-01A	0 years, male, white, stage:Stage II, alive, 1521 days	271.0
TCGA-CR-7371-01A	0 years, female, white, stage:Stage III, dead, 94 days	270.9
TCGA-CR-7383-01A	0 years, female, white, stage:Stage I, dead, 521 days	270.4
TCGA-CV-6003-01A	0 years, female, white, stage:Stage III, alive, 1665 days	269.9
TCGA-CV-A6JD-01A	0 years, female, white, stage:'--, dead, 182 days	269.6
TCGA-CN-6018-01A	0 years, female, white, stage:Stage IVA, dead, 580 days	269.5
TCGA-CV-5434-01A	0 years, male, black or african american, stage:Stage IVA, dead, 3314 days	269.1
TCGA-CQ-A4CH-01A	0 years, male, asian, stage:Stage II, dead, 379 days	265.9
TCGA-F7-A622-01A	0 years, male, white, stage:Stage III, dead, 359 days	265.8
TCGA-CN-6992-01A	0 years, male, white, stage:Stage IVA, alive, 1066 days	262.4
TCGA-CV-6436-01A	0 years, male, white, stage:Stage IVA, alive, 1899 days	262.1
TCGA-D6-A6EK-01A	0 years, male, white, stage:Stage III, alive, 875 days	258.2
TCGA-CR-6487-01A	0 years, male, white, stage:Stage I, alive, 234 days	257.5
TCGA-CV-7097-01A	0 years, male, white, stage:Stage II, dead, 385 days	257.5
TCGA-4P-AA8J-01A	0 years, male, black or african american, stage:Stage IVA, alive, 102 days	254.8
TCGA-CN-5355-01A	0 years, male, black or african american, stage:Stage IVA, alive, 1278 days	254.1
TCGA-CV-6935-01A	0 years, male, white, stage:Stage IVA, dead, 295 days	252.9
TCGA-WA-A7GZ-01A	0 years, male, white, stage:'--, dead, 625 days	251.1
TCGA-CN-4728-01A	0 years, male, white, stage:Stage IVA, alive, 1724 days	250.7
TCGA-CQ-6219-01A	0 years, female, white, stage:Stage IVA, dead, 479 days	247.3
TCGA-CV-6945-01A	0 years, male, white, stage:Stage IVA, dead, 366 days	246.1
TCGA-CR-7392-01A	0 years, female, white, stage:Stage IVA, alive, 1425 days	245.4
TCGA-UF-A71A-01A	0 years, male, white, stage:Stage IVA, dead, 86 days	245.3
TCGA-BA-6872-01A	0 years, male, white, stage:'--, dead, 384 days	245.3
TCGA-UF-A7JK-01A	0 years, male, stage:Stage IVA, dead, 424 days	243.7
TCGA-BA-A4IF-01A	0 years, male, white, stage:'--, alive, 895 days	242.2
TCGA-CQ-A4C6-01A	0 years, male, asian, stage:Stage II, alive, 1353 days	241.8
TCGA-UF-A7JH-01A	0 years, male, black or african american, stage:Stage IVA, alive, 896 days	240.6
TCGA-CN-6023-01A	0 years, male, white, stage:Stage IVA, alive, 1584 days	238.4
TCGA-UF-A71B-01A	0 years, male, white, stage:Stage IVA, alive, 1506 days	237.9
TCGA-BB-A5HU-01A	0 years, male, white, stage:Stage IVA, alive, 782 days	236.6
TCGA-CV-A45W-01A	0 years, male, white, stage:Stage II, dead, 1398 days	235.9
TCGA-CV-5432-01A	0 years, male, white, stage:Stage III, alive, 3930 days	235.0
TCGA-P3-A5QA-01A	0 years, male, stage:Stage I, alive, 2182 days	234.1
TCGA-CN-6024-01A	0 years, male, white, stage:Stage IVA, dead, 337 days	234.1
TCGA-CQ-5331-01A	0 years, female, white, stage:'--, alive, 1399 days	232.5
TCGA-MZ-A5BI-01A	0 years, male, white, stage:'--, dead, 217 days	232.3
TCGA-T2-A6WX-01A	0 years, female, white, stage:'--, dead, 209 days	231.5
TCGA-BA-4078-01A	0 years, male, white, stage:'--, dead, 276 days	230.2
TCGA-D6-6823-01A	0 years, male, white, stage:Stage II, alive, 701 days	230.2
TCGA-CR-7382-01A	0 years, male, white, stage:Stage IVA, alive, 796 days	229.5
TCGA-CR-7394-01A	0 years, male, white, stage:Stage IVA, alive, 1346 days	229.4
TCGA-CN-4722-01A	0 years, female, white, stage:Stage II, alive, 1483 days	225.9
TCGA-CQ-A4CI-01A	0 years, male, white, stage:Stage III, alive, 950 days	225.1
TCGA-D6-6517-01A	0 years, male, white, stage:Stage III, alive, 292 days	224.5
TCGA-CV-7095-01A	0 years, female, stage:Stage II, dead, 572 days	224.3
TCGA-CN-4740-01A	0 years, female, white, stage:Stage IVA, dead, 839 days	223.8
TCGA-CQ-7069-01A	0 years, female, white, stage:Stage II, alive, 1274 days	223.4
TCGA-MT-A67A-01A	0 years, female, white, stage:Stage I, alive, 914 days	222.9
TCGA-CN-A49A-01A	0 years, male, white, stage:Stage IVB, dead, 526 days	222.9
TCGA-CV-7440-01A	0 years, male, white, stage:Stage II, dead, 675 days	221.2
TCGA-T3-A92M-01A	0 years, male, black or african american, stage:Stage IVA, alive, 417 days	218.4
TCGA-CN-4737-01A	0 years, male, white, stage:Stage IVA, alive, 625 days	217.6
TCGA-CR-7399-01A	0 years, female, white, stage:Stage IVA, alive, 181 days	217.1
TCGA-CR-6478-01A	0 years, female, white, stage:'--, dead, 183 days	217.1
TCGA-CR-7372-01A	0 years, male, white, stage:Stage I, alive, 759 days	216.6
TCGA-BA-7269-01A	0 years, male, white, stage:Stage III, alive, 1273 days	210.3
TCGA-P3-A6T2-01A	0 years, male, white, stage:Stage IVA, alive, 2298 days	209.2
TCGA-P3-A5Q6-01A	0 years, male, white, stage:Stage IVA, dead, 480 days	206.5
TCGA-CV-6941-01A	0 years, male, white, stage:Stage III, dead, 342 days	205.2
TCGA-CR-7367-01A	0 years, male, white, stage:Stage IVA, alive, 1440 days	204.4
TCGA-QK-A6IG-01A	0 years, male, white, stage:Stage III, dead, 222 days	203.7
TCGA-CR-7370-01A	0 years, female, white, stage:'--, alive, 105 days	202.7
TCGA-CV-6962-01A	0 years, male, white, stage:Stage IVA, dead, 126 days	202.5
TCGA-D6-6516-01A	0 years, male, white, stage:Stage I, alive, 773 days	200.7
TCGA-CV-A6JN-01A	0 years, male, white, stage:'--, alive, 906 days	196.6
TCGA-CN-5356-01A	0 years, male, white, stage:Stage III, alive, 1409 days	196.4
TCGA-CR-7374-01A	0 years, female, white, stage:'--, alive, 30 days	195.0
TCGA-DQ-5629-01A	0 years, male, white, stage:'--, dead, 941 days	191.4
TCGA-CQ-5329-01A	0 years, female, white, stage:Stage II, alive, 2143 days	190.7
TCGA-CR-7402-01A	0 years, male, white, stage:'--, alive, 911 days	189.9
TCGA-CV-7410-01A	0 years, male, white, stage:Stage III, dead, 6417 days	185.2
TCGA-QK-A6IF-01A	0 years, male, white, stage:'--, alive, 704 days	185.2
TCGA-P3-A6SX-01A	0 years, male, white, stage:Stage III, dead, 1430 days	183.4
TCGA-UF-A7J9-01A	0 years, male, white, stage:Stage IVA, alive, 1358 days	182.7
TCGA-CV-7090-01A	0 years, male, white, stage:Stage II, alive, 5252 days	182.2
TCGA-CN-5358-01A	0 years, male, white, stage:Stage II, dead, 261 days	179.4
TCGA-CN-4730-01A	0 years, male, white, stage:Stage IVA, alive, 817 days	178.5
TCGA-BA-6873-01A	0 years, male, white, stage:Stage IVA, alive, 122 days	177.4
TCGA-D6-6827-01A	0 years, female, white, stage:Stage I, alive, 568 days	173.9
TCGA-CN-A642-01A	0 years, male, white, stage:Stage IVB, dead, 82 days	173.2
TCGA-BA-A8YP-01A	0 years, male, black or african american, stage:Stage IVB, alive, 499 days	173.1
TCGA-P3-A6T0-01A	0 years, female, white, stage:Stage IVA, alive, 578 days	172.5
TCGA-D6-A6EM-01A	0 years, female, white, stage:Stage III, alive, 232 days	172.5
TCGA-CV-5431-01A	0 years, male, white, stage:Stage IVA, dead, 522 days	171.1
TCGA-BB-A5HY-01A	0 years, male, white, stage:Stage IVA, dead, 321 days	164.4
TCGA-D6-A6EQ-01A	0 years, male, white, stage:Stage IVA, alive, 368 days	162.0
TCGA-CQ-5334-01A	0 years, male, white, stage:Stage IVA, dead, 129 days	160.8
TCGA-CR-7395-01A	0 years, female, white, stage:Stage II, alive, 930 days	160.1
TCGA-BA-4075-01A	0 years, male, black or african american, stage:Stage III, dead, 283 days	151.1
TCGA-CV-7178-01A	0 years, female, white, stage:Stage IVA, dead, 2166 days	149.8
TCGA-CN-4735-01A	0 years, male, white, stage:Stage IVA, alive, 1737 days	142.0
TCGA-UF-A7JD-01A	0 years, male, stage:Stage IVA, dead, 739 days	141.8
TCGA-UF-A7JS-01A	0 years, male, white, stage:Stage IVA, dead, 680 days	139.8
TCGA-CQ-6224-01A	0 years, male, white, stage:Stage IVA, alive, 1721 days	138.9
TCGA-D6-A6ES-01A	0 years, male, white, stage:Stage IVA, alive, 389 days	138.3
TCGA-CV-7424-01A	0 years, male, asian, stage:Stage IVA, dead, 453 days	127.3
TCGA-BA-A6D8-01A	0 years, male, black or african american, stage:Stage IVA, alive, 850 days	126.7
TCGA-CV-5971-01A	0 years, male, white, stage:Stage IVA, alive, 701 days	126.5
TCGA-CV-A45Q-01A	0 years, female, white, stage:'--, dead, 5152 days	125.0
TCGA-CV-5436-01A	0 years, male, stage:Stage IVA, dead, 584 days	122.9
TCGA-KU-A66S-01A	0 years, female, white, stage:Stage III, dead, 406 days	119.6
TCGA-HD-A6I0-01A	0 years, male, white, stage:Stage IVA, alive, 210 days	117.0
TCGA-P3-A6T8-01A	0 years, male, white, stage:Stage IVA, alive, 400 days	116.3
TCGA-BA-4074-01A	0 years, male, white, stage:Stage IVA, dead, 462 days	111.4
TCGA-CQ-A4CB-01A	0 years, male, stage:Stage III, alive, 893 days	111.0
TCGA-F7-A61W-01A	0 years, male, asian, stage:Stage IVA, alive, 14 days	110.4
TCGA-CV-7254-01A	0 years, male, white, stage:Stage II, dead, 1459 days	110.2
TCGA-CN-4733-01A	0 years, male, white, stage:Stage III, alive, 1586 days	109.6
TCGA-CN-5363-01A	0 years, male, black or african american, stage:Stage IVB, dead, 253 days	103.9
TCGA-CN-6017-01A	0 years, male, white, stage:Stage IVA, dead, 853 days	93.7
TCGA-BA-6871-01A	0 years, male, white, stage:'--, dead, 108 days	88.3
TCGA-CV-7102-01A	0 years, female, white, stage:Stage IVA, dead, 56 days	87.9
TCGA-CX-A4AQ-01A	0 years, male, white, stage:Stage IVA, alive, 1555 days	76.5
TCGA-CV-6942-01A	0 years, female, white, stage:Stage II, alive, 4282 days	76.4
TCGA-CV-A6JM-01A	0 years, male, white, stage:'--, dead, 194 days	72.5
TCGA-TN-A7HI-01A	0 years, male, white, stage:Stage IVA, alive, 412 days	68.2
TCGA-CQ-6221-01A	0 years, male, white, stage:'--, alive, 1000 days	64.7
TCGA-IQ-A61O-01A	0 years, male, white, stage:Stage IVA, dead, 421 days	63.9
TCGA-CQ-7072-01A	0 years, male, white, stage:Stage II, alive, 2359 days	59.8
TCGA-MT-A7BN-01A	0 years, male, white, stage:Stage IVA, alive, 469 days	42.6
TCGA-HD-A634-01A	0 years, male, white, stage:Stage IVA, dead, 130 days	39.7
TCGA-CV-7429-01A	0 years, male, white, stage:Stage IVA, dead, 107 days	16.8
TCGA-QK-AA3K-01A	0 years, male, black or african american, stage:Stage IVA, alive, 253 days	10.3
TCGA-D6-A6EP-01A	0 years, male, white, stage:Stage III, alive, 424 days	2.3
TCGA-F7-A624-01A	0 years, male, white, stage:Stage II, alive, 378 days	0.2
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HEAD AND NECK SQUAMOUS CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

183

Samples

Sample ID	Sample type	nRPX
CPT0226270003	Normal	1.5
CPT0226350003	Normal	1.5
CPT0163610003	Normal	1.4
CPT0245460003	Normal	1.3
CPT0223970003	Tumor	1.2
C3N-02693-06	Normal	1.1
CPT0163170003	Normal	1.1
CPT0237640003	Normal	1.1
CPT0222200003	Normal	1.1
CPT0237620004	Tumor	1.1
CPT0088010003	Normal	0.9
CPT0163410003	Tumor	0.9
CPT0243090003	Tumor	0.9
CPT0094580003	Normal	0.9
C3N-01620-05	Normal	0.8
CPT0162890003	Tumor	0.8
C3N-04275-05	Normal	0.8
C3N-00857-05	Normal	0.8
CPT0163250003	Normal	0.8
C3N-04276-06	Normal	0.8
CPT0248350003	Normal	0.7
CPT0163860003	Normal	0.7
CPT0226400003	Normal	0.7
CPT0245560003	Normal	0.7
CPT0226340003	Tumor	0.7
CPT0199700003	Tumor	0.7
CPT0163430003	Normal	0.6
CPT0229220002	Normal	0.6
CPT0201830004	Tumor	0.6
CPT0245500003	Tumor	0.5
CPT0094490004	Tumor	0.5
CPT0235920003	Normal	0.5
CPT0237130004	Tumor	0.5
CPT0088060004	Tumor	0.4
CPT0235910003	Tumor	0.4
CPT0013130003	Tumor	0.4
CPT0163790003	Tumor	0.4
C3N-00295-05	Normal	0.4
CPT0235460003	Tumor	0.4
CPT0084650004	Normal	0.4
CPT0163800003	Normal	0.4
CPT0246590003	Tumor	0.4
CPT0088080003	Normal	0.4
CPT0123190003	Normal	0.4
CPT0245630003	Tumor	0.4
CPT0094350004	Tumor	0.4
CPT0196210003	Tumor	0.4
CPT0087820003	Tumor	0.3
CPT0246670003	Tumor	0.3
CPT0194800003	Normal	0.3
CPT0169740004	Normal	0.3
CPT0245410003	Normal	0.3
CPT0088430003	Normal	0.3
CPT0237480004	Tumor	0.3
CPT0237500003	Normal	0.3
CPT0245180003	Tumor	0.3
CPT0094420004	Tumor	0.3
CPT0245020003	Normal	0.3
CPT0195860003	Tumor	0.3
CPT0245130003	Tumor	0.2
CPT0236640003	Normal	0.2
CPT0087990003	Tumor	0.2
CPT0246540003	Tumor	0.1
CPT0248330003	Tumor	0.1
CPT0177220003	Normal	0.1
CPT0094560004	Tumor	0.1
CPT0226130003	Tumor	0.1
CPT0163020003	Normal	0.1
CPT0163720003	Normal	0.1
CPT0226390003	Tumor	0.1
CPT0201860004	Normal	0.0
CPT0248520003	Tumor	0.0
CPT0199890003	Normal	0.0
CPT0226090003	Normal	0.0
CPT0163740003	Tumor	0.0
CPT0243140004	Normal	0.0
CPT0194960003	Tumor	0.0
CPT0226450003	Normal	0.0
CPT0177710003	Tumor	0.0
CPT0194260003	Normal	0.0
CPT0245600003	Tumor	0.0
CPT0261520003	Tumor	0.0
CPT0245300003	Tumor	0.0
CPT0222180003	Tumor	-0.1
CPT0199830003	Normal	-0.1
CPT0236870003	Normal	-0.1
CPT0013000004	Tumor	-0.1
CPT0235470002	Normal	-0.1
CPT0162990004	Tumor	-0.1
CPT0222360003	Tumor	-0.1
CPT0088410003	Tumor	-0.1
CPT0245550003	Tumor	-0.1
CPT0245230004	Tumor	-0.1
CPT0008520008	Tumor	-0.2
CPT0223460003	Normal	-0.2
CPT0245190003	Normal	-0.2
CPT0190860003	Normal	-0.2
C3N-01859-04	Normal	-0.2
CPT0237150003	Normal	-0.2
CPT0008960003	Normal	-0.2
CPT0245680003	Tumor	-0.2
CPT0236850004	Tumor	-0.2
CPT0011130005	Tumor	-0.2
CPT0196060003	Normal	-0.2
CPT0184530003	Tumor	-0.3
CPT0242000004	Normal	-0.3
CPT0245400003	Tumor	-0.3
C3N-04279-05	Normal	-0.3
CPT0162940003	Tumor	-0.3
CPT0008930003	Tumor	-0.3
CPT0013430003	Tumor	-0.3
CPT0013460003	Normal	-0.3
CPT0163490003	Normal	-0.3
CPT0011320003	Normal	-0.4
CPT0226440003	Tumor	-0.4
CPT0163240003	Tumor	-0.4
CPT0281470002	Normal	-0.4
C3N-01758-04	Normal	-0.4
CPT0278700002	Normal	-0.4
CPT0008630003	Tumor	-0.4
CPT0241980004	Tumor	-0.4
CPT0244940004	Tumor	-0.4
CPT0024810003	Tumor	-0.5
CPT0245730003	Tumor	-0.5
CPT0123260003	Tumor	-0.5
CPT0163530003	Tumor	-0.5
CPT0195880003	Normal	-0.5
CPT0236620003	Tumor	-0.5
CPT0220610003	Tumor	-0.5
CPT0169640003	Tumor	-0.5
CPT0123180003	Tumor	-0.5
CPT0199710003	Normal	-0.6
CPT0195680003	Tumor	-0.6
CPT0163340003	Tumor	-0.6
CPT0123280003	Normal	-0.6
CPT0013210004	Tumor	-0.6
CPT0095040003	Tumor	-0.6
CPT0163480003	Tumor	-0.6
CPT0194420003	Tumor	-0.6
CPT0223450003	Tumor	-0.7
CPT0176770003	Tumor	-0.7
CPT0163910003	Tumor	-0.7
CPT0195700003	Normal	-0.7
CPT0246620003	Tumor	-0.7
CPT0163650003	Tumor	-0.7
CPT0245010003	Tumor	-0.7
CPT0199820003	Tumor	-0.8
CPT0250310003	Tumor	-0.8
CPT0220620003	Normal	-0.8
CPT0245060004	Tumor	-0.8
CPT0177010003	Tumor	-0.9
CPT0226030003	Tumor	-0.9
CPT0163600003	Tumor	-0.9
CPT0199880003	Tumor	-0.9
CPT0013250003	Normal	-0.9
CPT0194250003	Tumor	-1.0
CPT0244890004	Tumor	-1.1
CPT0194790003	Tumor	-1.1
CPT0163090003	Tumor	-1.1
CPT0177390003	Tumor	-1.1
CPT0163840003	Tumor	-1.1
CPT0226250004	Tumor	-1.1
CPT0084630009	Tumor	-1.1
CPT0177200003	Tumor	-1.1
CPT0011290003	Tumor	-1.1
CPT0245140003	Normal	-1.1
CPT0207870004	Tumor	-1.1
CPT0169730003	Tumor	-1.1
CPT0245450003	Tumor	-1.1
CPT0163160003	Tumor	-1.2
CPT0190850003	Tumor	-1.2
CPT0013030003	Normal	-1.2
CPT0169890003	Tumor	-1.3
CPT0196040003	Tumor	-1.3
CPT0127050003	Tumor	-1.5
CPT0094280004	Tumor	-1.7
CPT0169920003	Normal	-1.7
CPT0245350003	Tumor	-2.0
CPT0256560003	Tumor	-2.9
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 HPA043104	Antibody HPA055067	Antibody CAB072852
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