Expression of S100A11 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

S100A11 is not prognostic in Head and Neck Squamous Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 2499.26

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

3223.9

Number of samples

492

Samples

Sample	Description	TPM
TCGA-F7-A622-01A	0 years, male, white, stage:Stage III, dead, 359 days	8982.3
TCGA-CV-7250-01A	0 years, male, white, stage:Stage IVA, dead, 2900 days	8938.4
TCGA-CV-6436-01A	0 years, male, white, stage:Stage IVA, alive, 1899 days	8192.7
TCGA-HD-A633-01A	0 years, male, white, stage:Stage IVA, alive, 421 days	7560.9
TCGA-CN-5374-01A	0 years, female, white, stage:Stage IVA, dead, 1732 days	6587.7
TCGA-CR-6477-01A	0 years, female, white, stage:'--, alive, 514 days	6492.2
TCGA-CQ-A4CD-01A	0 years, male, white, stage:Stage IVA, alive, 1022 days	6122.1
TCGA-CV-7430-01A	0 years, male, white, stage:Stage IVA, dead, 495 days	5977.2
TCGA-CV-6936-01A	0 years, male, white, stage:Stage IVA, dead, 166 days	5957.4
TCGA-IQ-A61H-01A	0 years, male, white, stage:Stage II, alive, 1138 days	5884.1
TCGA-CV-7423-01A	0 years, male, white, stage:Stage II, dead, 3059 days	5829.0
TCGA-CV-7407-01A	0 years, female, white, stage:Stage II, dead, 1081 days	5748.6
TCGA-BB-A6UO-01A	0 years, female, white, stage:Stage IVA, dead, 268 days	5715.4
TCGA-CN-A49A-01A	0 years, male, white, stage:Stage IVB, dead, 526 days	5701.6
TCGA-CV-5979-01A	0 years, male, white, stage:Stage IVA, alive, 1315 days	5684.5
TCGA-CV-A45X-01A	0 years, male, white, stage:Stage IVA, dead, 198 days	5624.1
TCGA-IQ-A61G-01A	0 years, male, white, stage:Stage IVA, alive, 360 days	5519.7
TCGA-UF-A71D-01A	0 years, female, white, stage:Stage IVA, alive, 1461 days	5475.5
TCGA-CQ-7065-01A	0 years, male, asian, stage:Stage II, alive, 1628 days	5436.8
TCGA-CN-5365-01A	0 years, male, white, stage:Stage IVB, dead, 351 days	5429.8
TCGA-CQ-6225-01A	0 years, male, white, stage:Stage III, dead, 403 days	5386.8
TCGA-CV-7432-01A	0 years, male, white, stage:Stage II, dead, 2570 days	5384.6
TCGA-F7-A61S-01A	0 years, male, white, stage:Stage III, alive, 576 days	5377.9
TCGA-CN-6020-01A	0 years, male, black or african american, stage:Stage III, dead, 205 days	5376.6
TCGA-QK-AA3J-01A	0 years, male, black or african american, stage:Stage I, alive, 466 days	5290.6
TCGA-BA-6869-01A	0 years, male, white, stage:Stage III, alive, 644 days	5192.2
TCGA-CV-7255-01A	0 years, female, white, stage:Stage IVA, dead, 64 days	5178.4
TCGA-CV-7089-01A	0 years, male, white, stage:Stage IVA, dead, 1972 days	5163.3
TCGA-KU-A6H7-01A	0 years, female, white, stage:Stage IVA, alive, 586 days	5077.6
TCGA-CN-4727-01A	0 years, male, white, stage:Stage IVA, alive, 1560 days	5045.7
TCGA-CV-6945-01A	0 years, male, white, stage:Stage IVA, dead, 366 days	5004.6
TCGA-CR-6472-01A	0 years, male, white, stage:'--, alive, 1050 days	4920.1
TCGA-CV-7415-01A	0 years, male, white, stage:Stage IVA, dead, 695 days	4898.9
TCGA-CQ-5324-01A	0 years, male, white, stage:Stage III, alive, 1593 days	4874.7
TCGA-F7-A50J-01A	0 years, female, white, stage:Stage III, alive, 947 days	4874.2
TCGA-CN-A63V-01A	0 years, male, white, stage:Stage IVA, alive, 679 days	4868.3
TCGA-CN-6998-01A	0 years, male, white, stage:Stage IVA, dead, 357 days	4808.6
TCGA-CN-A63U-01A	0 years, male, white, stage:Stage IVA, alive, 964 days	4804.0
TCGA-CN-4731-01A	0 years, female, white, stage:Stage IVA, dead, 998 days	4792.7
TCGA-CV-A6K2-01A	0 years, male, white, stage:Stage IVA, dead, 317 days	4785.6
TCGA-P3-A6T6-01A	0 years, male, white, stage:Stage IVA, dead, 395 days	4760.3
TCGA-HD-7754-01A	0 years, male, white, stage:Stage IVA, alive, 783 days	4753.0
TCGA-CV-5977-01A	0 years, male, white, stage:Stage IVA, alive, 1840 days	4750.2
TCGA-CV-7180-01A	0 years, male, white, stage:Stage II, dead, 327 days	4714.7
TCGA-MT-A67A-01A	0 years, female, white, stage:Stage I, alive, 914 days	4683.5
TCGA-MT-A67F-01A	0 years, female, white, stage:Stage IVA, alive, 384 days	4681.1
TCGA-C9-A480-01A	0 years, female, asian, stage:Stage III, alive, 386 days	4676.3
TCGA-CN-A641-01A	0 years, male, white, stage:Stage IVA, alive, 367 days	4667.8
TCGA-P3-A5QF-01A	0 years, male, white, stage:Stage IVA, dead, 330 days	4661.7
TCGA-UF-A71E-01A	0 years, male, white, stage:Stage IVA, dead, 1504 days	4660.4
TCGA-MT-A51W-01A	0 years, female, white, stage:Stage I, alive, 437 days	4659.6
TCGA-CQ-5327-01A	0 years, female, asian, stage:Stage IVA, alive, 1660 days	4638.9
TCGA-UF-A719-01A	0 years, male, stage:Stage II, alive, 1663 days	4636.8
TCGA-F7-A50I-01A	0 years, male, white, stage:Stage IVA, alive, 92 days	4604.0
TCGA-CV-7413-01A	0 years, female, white, stage:Stage II, dead, 294 days	4603.9
TCGA-CR-7370-01A	0 years, female, white, stage:'--, alive, 105 days	4571.2
TCGA-CV-5442-01A	0 years, female, white, stage:Stage IVA, alive, 2327 days	4569.5
TCGA-CV-6938-01A	0 years, male, white, stage:Stage II, dead, 144 days	4528.8
TCGA-CN-6013-01A	0 years, male, white, stage:Stage IVA, dead, 727 days	4509.1
TCGA-HL-7533-01A	0 years, male, white, stage:'--, alive, 1057 days	4480.3
TCGA-P3-A6T0-01A	0 years, female, white, stage:Stage IVA, alive, 578 days	4473.2
TCGA-D6-A6EQ-01A	0 years, male, white, stage:Stage IVA, alive, 368 days	4464.9
TCGA-BB-4224-01A	0 years, male, white, stage:Stage IVA, alive, 278 days	4444.9
TCGA-CR-6492-01A	0 years, male, white, stage:Stage III, alive, 479 days	4440.1
TCGA-CR-5247-01A	0 years, male, black or african american, stage:'--, alive, 358 days	4431.7
TCGA-P3-A5QA-01A	0 years, male, stage:Stage I, alive, 2182 days	4417.6
TCGA-UF-A7JF-01A	0 years, male, white, stage:Stage IVA, alive, 1686 days	4412.1
TCGA-CV-A461-01A	0 years, male, white, stage:'--, dead, 2064 days	4380.3
TCGA-CR-6493-01A	0 years, male, black or african american, stage:Stage IVA, dead, 282 days	4378.4
TCGA-CV-7435-01A	0 years, female, white, stage:Stage IVA, dead, 4680 days	4371.5
TCGA-CV-7235-01A	0 years, male, white, stage:Stage II, alive, 2347 days	4369.2
TCGA-BA-6872-01A	0 years, male, white, stage:'--, dead, 384 days	4360.7
TCGA-CV-7095-01A	0 years, female, stage:Stage II, dead, 572 days	4334.7
TCGA-TN-A7HJ-01A	0 years, male, white, stage:Stage IVA, alive, 403 days	4332.0
TCGA-DQ-5629-01A	0 years, male, white, stage:'--, dead, 941 days	4312.1
TCGA-CQ-6223-01A	0 years, male, white, stage:Stage II, alive, 1428 days	4303.6
TCGA-CV-A45P-01A	0 years, female, white, stage:Stage I, alive, 639 days	4300.4
TCGA-BA-5555-01A	0 years, male, black or african american, stage:Stage IVA, alive, 520 days	4297.3
TCGA-CV-7425-01A	0 years, female, white, stage:Stage III, dead, 1718 days	4296.6
TCGA-H7-A6C4-01A	0 years, female, white, stage:Stage IVA, dead, 414 days	4290.1
TCGA-BB-A6UM-01A	0 years, male, white, stage:Stage III, alive, 393 days	4287.2
TCGA-IQ-A61E-01A	0 years, female, white, stage:Stage III, alive, 1147 days	4284.9
TCGA-BA-5558-01A	0 years, male, white, stage:'--, alive, 1995 days	4255.0
TCGA-BA-5556-01A	0 years, female, white, stage:Stage II, alive, 725 days	4249.9
TCGA-HD-8634-01A	0 years, female, white, stage:Stage I, dead, 385 days	4241.2
TCGA-BA-A6DI-01A	0 years, male, black or african american, stage:'--, dead, 336 days	4234.0
TCGA-CV-A45R-01A	0 years, male, white, stage:Stage III, alive, 5480 days	4229.5
TCGA-CQ-A4CI-01A	0 years, male, white, stage:Stage III, alive, 950 days	4225.5
TCGA-CV-7252-01A	0 years, female, black or african american, stage:Stage IVA, dead, 151 days	4211.1
TCGA-DQ-5631-01A	0 years, male, white, stage:'--, dead, 548 days	4201.4
TCGA-CV-7406-01A	0 years, male, white, stage:Stage II, dead, 1748 days	4183.9
TCGA-IQ-7630-01A	0 years, male, white, stage:Stage II, alive, 485 days	4181.4
TCGA-CR-7373-01A	0 years, male, white, stage:Stage IVA, alive, 889 days	4162.2
TCGA-CV-7437-01A	0 years, male, stage:Stage II, dead, 506 days	4161.5
TCGA-CQ-7063-01A	0 years, female, white, stage:Stage I, alive, 2133 days	4146.0
TCGA-CQ-6218-01A	0 years, female, white, stage:Stage IVA, alive, 1253 days	4139.8
TCGA-BA-A6DE-01A	0 years, female, white, stage:Stage II, alive, 440 days	4139.6
TCGA-DQ-5624-01A	0 years, female, white, stage:'--, alive, 1778 days	4106.3
TCGA-IQ-7632-01A	0 years, female, white, stage:Stage IVA, alive, 441 days	4105.4
TCGA-CV-7236-01A	0 years, female, white, stage:Stage IVA, dead, 144 days	4103.5
TCGA-BB-4227-01A	0 years, male, white, stage:Stage IVA, alive, 134 days	4103.1
TCGA-P3-A5Q6-01A	0 years, male, white, stage:Stage IVA, dead, 480 days	4095.5
TCGA-CN-A63W-01A	0 years, female, white, stage:Stage IVA, dead, 377 days	4094.7
TCGA-CV-6935-01A	0 years, male, white, stage:Stage IVA, dead, 295 days	4089.8
TCGA-CV-6952-01A	0 years, female, white, stage:Stage IVA, dead, 185 days	4083.7
TCGA-CV-7177-01A	0 years, female, white, stage:Stage II, dead, 663 days	4073.7
TCGA-HD-7832-01A	0 years, male, white, stage:Stage IVA, alive, 836 days	4066.1
TCGA-CN-A63T-01A	0 years, male, white, stage:Stage IVA, alive, 225 days	4065.4
TCGA-D6-A6EO-01A	0 years, male, white, stage:Stage IVA, alive, 759 days	4064.9
TCGA-BA-A6DJ-01A	0 years, male, asian, stage:Stage IVA, dead, 407 days	4059.3
TCGA-CR-7369-01A	0 years, male, white, stage:Stage IVA, dead, 1090 days	4048.2
TCGA-CN-4734-01A	0 years, male, white, stage:Stage II, alive, 1690 days	4039.4
TCGA-KU-A66T-01A	0 years, female, white, stage:Stage IVA, alive, 552 days	4037.1
TCGA-CN-6992-01A	0 years, male, white, stage:Stage IVA, alive, 1066 days	4036.4
TCGA-CX-7086-01A	0 years, male, black or african american, stage:Stage III, alive, 573 days	4005.5
TCGA-4P-AA8J-01A	0 years, male, black or african american, stage:Stage IVA, alive, 102 days	3998.9
TCGA-CN-6988-01A	0 years, male, white, stage:Stage IVA, alive, 318 days	3976.3
TCGA-DQ-7588-01A	0 years, male, white, stage:'--, dead, 427 days	3962.2
TCGA-CV-6953-01A	0 years, female, white, stage:Stage III, dead, 1641 days	3961.6
TCGA-CV-7418-01A	0 years, male, black or african american, stage:Stage IVA, dead, 789 days	3959.2
TCGA-CR-6473-01A	0 years, male, white, stage:'--, alive, 1125 days	3956.1
TCGA-CV-7433-01A	0 years, male, white, stage:Stage IVA, dead, 601 days	3935.9
TCGA-DQ-5625-01A	0 years, female, white, stage:'--, dead, 1133 days	3934.6
TCGA-CV-A45Z-01A	0 years, male, white, stage:'--, dead, 1466 days	3933.1
TCGA-F7-A620-01A	0 years, male, white, stage:Stage III, alive, 543 days	3933.0
TCGA-CQ-5331-01A	0 years, female, white, stage:'--, alive, 1399 days	3930.6
TCGA-MT-A51X-01A	0 years, male, white, stage:Stage IVA, alive, 242 days	3918.7
TCGA-CN-A49B-01A	0 years, male, white, stage:Stage III, alive, 904 days	3914.7
TCGA-CQ-5334-01A	0 years, male, white, stage:Stage IVA, dead, 129 days	3895.7
TCGA-D6-A4Z9-01A	0 years, male, white, stage:Stage IVA, alive, 539 days	3888.8
TCGA-CQ-5333-01A	0 years, male, white, stage:Stage II, dead, 341 days	3873.0
TCGA-CN-A49C-01A	0 years, male, white, stage:'--, alive, 645 days	3871.5
TCGA-BA-A6DL-01A	0 years, male, white, stage:'--, alive, 623 days	3870.6
TCGA-H7-8501-01A	0 years, male, white, stage:Stage IVA, alive, 461 days	3868.1
TCGA-BA-5152-01A	0 years, male, white, stage:Stage IVA, alive, 1288 days	3865.7
TCGA-CQ-A4C9-01A	0 years, male, stage:Stage III, alive, 707 days	3861.4
TCGA-QK-A8Z8-01A	0 years, female, black or african american, stage:Stage IVC, dead, 171 days	3851.0
TCGA-CN-A6V6-01A	0 years, male, white, stage:Stage IVA, alive, 635 days	3830.2
TCGA-CR-7385-01A	0 years, male, white, stage:'--, alive, 997 days	3808.8
TCGA-CV-5966-01A	0 years, female, white, stage:Stage IVA, dead, 545 days	3782.8
TCGA-CV-7427-01A	0 years, female, white, stage:Stage II, dead, 4760 days	3755.4
TCGA-BA-6870-01A	0 years, female, black or african american, stage:'--, dead, 451 days	3750.6
TCGA-H7-7774-01A	0 years, female, white, stage:Stage IVA, alive, 407 days	3741.4
TCGA-IQ-A6SH-01A	0 years, male, black or african american, stage:Stage III, alive, 471 days	3732.3
TCGA-CQ-7068-01A	0 years, female, white, stage:Stage II, alive, 1309 days	3731.5
TCGA-P3-A5Q5-01A	0 years, male, white, stage:Stage IVA, alive, 910 days	3730.5
TCGA-P3-A6T2-01A	0 years, male, white, stage:Stage IVA, alive, 2298 days	3723.0
TCGA-CN-5364-01A	0 years, male, white, stage:Stage IVA, dead, 493 days	3720.9
TCGA-F7-A623-01A	0 years, male, white, stage:Stage IVA, alive, 616 days	3717.2
TCGA-CN-A642-01A	0 years, male, white, stage:Stage IVB, dead, 82 days	3702.0
TCGA-CR-6491-01A	0 years, male, black or african american, stage:Stage IVA, alive, 693 days	3685.3
TCGA-BA-A6DD-01A	0 years, male, black or african american, stage:Stage IVA, dead, 173 days	3675.1
TCGA-CR-7404-01A	0 years, male, white, stage:'--, alive, 1472 days	3661.3
TCGA-QK-A652-01A	0 years, male, white, stage:Stage III, alive, 645 days	3642.6
TCGA-CR-6488-01A	0 years, female, white, stage:Stage II, alive, 379 days	3629.9
TCGA-BA-4076-01A	0 years, male, white, stage:'--, dead, 415 days	3625.1
TCGA-F7-A61W-01A	0 years, male, asian, stage:Stage IVA, alive, 14 days	3609.0
TCGA-CN-5366-01A	0 years, male, white, stage:Stage IVA, dead, 360 days	3608.9
TCGA-D6-8569-01A	0 years, male, white, stage:Stage II, alive, 770 days	3605.8
TCGA-D6-6516-01A	0 years, male, white, stage:Stage I, alive, 773 days	3596.1
TCGA-CV-A45T-01A	0 years, female, white, stage:'--, dead, 4856 days	3592.6
TCGA-D6-6823-01A	0 years, male, white, stage:Stage II, alive, 701 days	3589.8
TCGA-CV-5434-01A	0 years, male, black or african american, stage:Stage IVA, dead, 3314 days	3582.9
TCGA-CQ-6228-01A	0 years, female, white, stage:Stage IVA, dead, 456 days	3580.7
TCGA-CR-6471-01A	0 years, male, white, stage:Stage IVA, dead, 1202 days	3564.1
TCGA-CV-7099-01A	0 years, female, white, stage:Stage II, dead, 243 days	3562.8
TCGA-BA-5151-01A	0 years, male, white, stage:Stage IVA, alive, 722 days	3561.2
TCGA-CV-5976-01A	0 years, male, white, stage:Stage IVA, alive, 1478 days	3560.9
TCGA-DQ-5630-01A	0 years, male, white, stage:'--, alive, 1030 days	3544.9
TCGA-HD-8314-01A	0 years, male, white, stage:Stage III, alive, 670 days	3544.9
TCGA-CQ-6229-01A	0 years, male, white, stage:Stage II, alive, 1179 days	3543.5
TCGA-CQ-A4C6-01A	0 years, male, asian, stage:Stage II, alive, 1353 days	3539.0
TCGA-CN-A499-01A	0 years, female, white, stage:Stage II, alive, 717 days	3537.0
TCGA-UF-A7JK-01A	0 years, male, stage:Stage IVA, dead, 424 days	3531.8
TCGA-RS-A6TP-01A	0 years, male, white, stage:Stage II, alive, 516 days	3519.5
TCGA-CN-5369-01A	0 years, female, white, stage:Stage IVA, dead, 1 days	3514.3
TCGA-CQ-A4CH-01A	0 years, male, asian, stage:Stage II, dead, 379 days	3512.4
TCGA-UF-A7JV-01A	0 years, female, white, stage:Stage IVA, dead, 90 days	3512.1
TCGA-CR-7364-01A	0 years, male, white, stage:Stage III, alive, 1435 days	3509.1
TCGA-HD-8224-01A	0 years, male, white, stage:Stage IVA, dead, 446 days	3492.2
TCGA-CV-7097-01A	0 years, male, white, stage:Stage II, dead, 385 days	3489.6
TCGA-BB-8601-01A	0 years, male, black or african american, stage:Stage III, alive, 624 days	3485.8
TCGA-CV-7428-01A	0 years, male, white, stage:Stage IVA, dead, 1671 days	3485.3
TCGA-UF-A7JT-01A	0 years, female, white, stage:Stage IVA, dead, 993 days	3484.3
TCGA-T2-A6X2-01A	0 years, male, white, stage:Stage III, alive, 987 days	3484.1
TCGA-CV-A6JZ-01A	0 years, male, white, stage:Stage II, alive, 714 days	3478.3
TCGA-CR-7398-01A	0 years, female, white, stage:Stage II, alive, 156 days	3476.6
TCGA-IQ-A61J-01A	0 years, male, white, stage:Stage IVA, alive, 1021 days	3469.8
TCGA-CV-7245-01A	0 years, male, white, stage:Stage IVA, alive, 797 days	3468.2
TCGA-CV-7091-01A	0 years, male, white, stage:Stage I, alive, 3381 days	3466.3
TCGA-UF-A7JO-01A	0 years, female, white, stage:Stage IVA, dead, 631 days	3465.9
TCGA-CQ-7071-01A	0 years, female, white, stage:Stage III, alive, 1311 days	3465.2
TCGA-CV-7104-01A	0 years, female, white, stage:Stage IVA, dead, 393 days	3464.0
TCGA-CV-7183-01A	0 years, male, white, stage:Stage II, alive, 3981 days	3459.6
TCGA-P3-A6T8-01A	0 years, male, white, stage:Stage IVA, alive, 400 days	3459.1
TCGA-BA-4074-01A	0 years, male, white, stage:Stage IVA, dead, 462 days	3458.4
TCGA-CQ-5332-01A	0 years, male, white, stage:Stage III, dead, 317 days	3448.5
TCGA-CV-6959-01A	0 years, male, white, stage:Stage III, dead, 256 days	3430.7
TCGA-F7-A50G-01A	0 years, male, white, stage:Stage III, alive, 616 days	3427.1
TCGA-P3-A6T3-01A	0 years, male, white, stage:Stage IVA, dead, 577 days	3424.6
TCGA-T2-A6WX-01A	0 years, female, white, stage:'--, dead, 209 days	3424.3
TCGA-BA-A6DB-01A	0 years, female, white, stage:Stage I, alive, 216 days	3421.9
TCGA-CV-6003-01A	0 years, female, white, stage:Stage III, alive, 1665 days	3412.0
TCGA-QK-A64Z-01A	0 years, female, white, stage:Stage IVA, dead, 641 days	3407.4
TCGA-CV-A45Q-01A	0 years, female, white, stage:'--, dead, 5152 days	3406.9
TCGA-CR-7390-01A	0 years, male, white, stage:Stage IVA, alive, 1508 days	3406.5
TCGA-CQ-5326-01A	0 years, male, white, stage:Stage IVA, dead, 89 days	3404.6
TCGA-DQ-7592-01A	0 years, male, american indian or alaska native, stage:'--, alive, 1143 days	3395.7
TCGA-CV-A6JD-01A	0 years, female, white, stage:'--, dead, 182 days	3394.8
TCGA-CN-5370-01A	0 years, male, white, stage:Stage III, dead, 259 days	3393.0
TCGA-HD-7753-01A	0 years, male, black or african american, stage:Stage I, alive, 866 days	3391.9
TCGA-CV-7102-01A	0 years, female, white, stage:Stage IVA, dead, 56 days	3390.2
TCGA-CV-7434-01A	0 years, male, white, stage:Stage IVA, dead, 218 days	3383.3
TCGA-D6-6517-01A	0 years, male, white, stage:Stage III, alive, 292 days	3379.6
TCGA-CN-4741-01A	0 years, male, white, stage:Stage IVA, alive, 2239 days	3376.5
TCGA-CV-7446-01A	0 years, male, white, stage:Stage IVA, dead, 1093 days	3375.1
TCGA-CV-6960-01A	0 years, male, black or african american, stage:Stage III, dead, 862 days	3368.8
TCGA-CV-6955-01A	0 years, female, white, stage:Stage II, dead, 334 days	3365.9
TCGA-CR-6480-01A	0 years, male, white, stage:'--, alive, 362 days	3354.5
TCGA-IQ-A6SG-01A	0 years, female, white, stage:Stage III, alive, 579 days	3351.5
TCGA-CN-4725-01A	0 years, male, white, stage:Stage II, alive, 1157 days	3351.1
TCGA-CN-6011-01A	0 years, male, white, stage:Stage IVA, alive, 933 days	3343.7
TCGA-P3-A6T4-01A	0 years, male, white, stage:Stage IVA, dead, 62 days	3310.1
TCGA-CV-A45O-01A	0 years, male, white, stage:'--, alive, 851 days	3298.6
TCGA-UF-A7JC-01A	0 years, male, white, stage:Stage IVA, dead, 546 days	3294.4
TCGA-CV-6954-01A	0 years, male, black or african american, stage:Stage IVA, dead, 2002 days	3283.2
TCGA-CQ-7069-01A	0 years, female, white, stage:Stage II, alive, 1274 days	3282.2
TCGA-CV-A468-01A	0 years, male, stage:Stage IVA, dead, 464 days	3272.0
TCGA-P3-A6T7-01A	0 years, male, white, stage:Stage IVA, dead, 487 days	3271.3
TCGA-HD-7229-01A	0 years, male, white, stage:Stage IVA, alive, 1027 days	3265.4
TCGA-CN-5356-01A	0 years, male, white, stage:Stage III, alive, 1409 days	3258.6
TCGA-CV-A465-01A	0 years, male, white, stage:Stage III, dead, 215 days	3236.5
TCGA-CR-7388-01A	0 years, female, white, stage:'--, dead, 823 days	3223.9
TCGA-CQ-A4CB-01A	0 years, male, stage:Stage III, alive, 893 days	3223.4
TCGA-CN-5367-01A	0 years, female, white, stage:Stage IVA, dead, 352 days	3221.2
TCGA-BB-A5HZ-01A	0 years, male, white, stage:Stage IVA, alive, 827 days	3198.4
TCGA-QK-A6IG-01A	0 years, male, white, stage:Stage III, dead, 222 days	3191.9
TCGA-HD-A4C1-01A	0 years, female, black or african american, stage:Stage IVA, alive, 11 days	3179.7
TCGA-BA-4075-01A	0 years, male, black or african american, stage:Stage III, dead, 283 days	3173.9
TCGA-CR-7379-01A	0 years, female, white, stage:Stage IVA, alive, 1036 days	3160.4
TCGA-CV-7411-01A	0 years, female, white, stage:Stage IVA, dead, 2717 days	3157.7
TCGA-CN-6994-01A	0 years, male, white, stage:Stage IVA, alive, 1183 days	3157.3
TCGA-CV-A463-01A	0 years, female, white, stage:Stage IVA, dead, 23 days	3151.5
TCGA-F7-A61V-01A	0 years, male, white, stage:Stage II, alive, 759 days	3146.5
TCGA-CR-7395-01A	0 years, female, white, stage:Stage II, alive, 930 days	3144.6
TCGA-D6-6826-01A	0 years, female, white, stage:Stage IVA, dead, 348 days	3138.2
TCGA-P3-A6T5-01A	0 years, female, white, stage:Stage IVA, dead, 882 days	3131.0
TCGA-BB-A5HU-01A	0 years, male, white, stage:Stage IVA, alive, 782 days	3127.4
TCGA-CV-A45V-01A	0 years, female, white, stage:Stage IVA, dead, 32 days	3125.0
TCGA-CV-6937-01A	0 years, male, white, stage:Stage II, dead, 624 days	3123.2
TCGA-QK-A6V9-01A	0 years, male, white, stage:Stage II, alive, 833 days	3120.0
TCGA-CV-6941-01A	0 years, male, white, stage:Stage III, dead, 342 days	3118.1
TCGA-H7-A76A-01A	0 years, male, white, stage:'--, alive, 637 days	3116.4
TCGA-QK-A6VC-01A	0 years, female, black or african american, stage:Stage IVA, alive, 600 days	3107.0
TCGA-UF-A7JH-01A	0 years, male, black or african american, stage:Stage IVA, alive, 896 days	3101.5
TCGA-CV-5444-01A	0 years, male, black or african american, stage:Stage IVA, alive, 2437 days	3097.6
TCGA-CV-7424-01A	0 years, male, asian, stage:Stage IVA, dead, 453 days	3090.1
TCGA-QK-A6IJ-01A	0 years, male, white, stage:Stage III, alive, 387 days	3083.9
TCGA-P3-A6SX-01A	0 years, male, white, stage:Stage III, dead, 1430 days	3064.7
TCGA-CN-4738-01A	0 years, male, white, stage:Stage IVA, dead, 436 days	3061.2
TCGA-CV-7429-01A	0 years, male, white, stage:Stage IVA, dead, 107 days	3057.3
TCGA-CV-6943-01A	0 years, male, white, stage:Stage III, dead, 602 days	3052.4
TCGA-CQ-6227-01A	0 years, male, white, stage:Stage IVA, dead, 129 days	3047.0
TCGA-CV-6933-01A	0 years, male, white, stage:Stage III, dead, 2741 days	3039.8
TCGA-CN-6021-01A	0 years, female, white, stage:'--, dead, 276 days	3028.6
TCGA-CR-7397-01A	0 years, male, white, stage:Stage IVA, alive, 754 days	3010.5
TCGA-BA-A6DG-01A	0 years, male, white, stage:'--, dead, 69 days	3007.2
TCGA-H7-8502-01A	0 years, male, white, stage:Stage IVA, alive, 458 days	3003.6
TCGA-BA-5557-01A	0 years, female, stage:Stage III, alive, 623 days	2992.0
TCGA-CQ-6220-01A	0 years, male, white, stage:Stage III, dead, 985 days	2991.7
TCGA-MT-A67D-01A	0 years, male, white, stage:Stage II, alive, 56 days	2977.3
TCGA-CV-6961-01A	0 years, male, white, stage:Stage II, dead, 76 days	2976.5
TCGA-BA-A4IG-01A	0 years, male, white, stage:'--, alive, 855 days	2968.4
TCGA-CV-7438-01A	0 years, female, white, stage:Stage I, dead, 194 days	2957.0
TCGA-CV-5439-01A	0 years, male, white, stage:Stage IVA, dead, 546 days	2953.5
TCGA-CV-7103-01A	0 years, male, white, stage:Stage IVA, dead, 1591 days	2951.7
TCGA-F7-8298-01A	0 years, male, white, stage:Stage I, alive, 995 days	2940.7
TCGA-CN-6995-01A	0 years, male, white, stage:Stage IVA, dead, 112 days	2920.7
TCGA-CR-7383-01A	0 years, female, white, stage:Stage I, dead, 521 days	2920.5
TCGA-CV-5435-01A	0 years, male, white, stage:Stage IVA, dead, 2319 days	2901.4
TCGA-CX-7219-01A	0 years, male, black or african american, stage:Stage IVA, alive, 1045 days	2900.9
TCGA-CN-6997-01A	0 years, male, white, stage:Stage IVA, dead, 988 days	2900.6
TCGA-F7-7848-01A	0 years, male, white, stage:Stage IVA, alive, 1131 days	2899.6
TCGA-RS-A6TO-01A	0 years, female, white, stage:Stage IVA, dead, 387 days	2881.4
TCGA-CR-5249-01A	0 years, female, white, stage:Stage II, alive, 1152 days	2880.1
TCGA-CR-7382-01A	0 years, male, white, stage:Stage IVA, alive, 796 days	2876.2
TCGA-IQ-A61I-01A	0 years, male, black or african american, stage:Stage IVA, dead, 2 days	2874.5
TCGA-CV-A45U-01A	0 years, male, white, stage:Stage IVA, dead, 1079 days	2864.1
TCGA-CV-7247-01A	0 years, male, white, stage:Stage III, dead, 577 days	2863.5
TCGA-CV-5441-01A	0 years, male, white, stage:Stage IVA, alive, 2886 days	2848.0
TCGA-CN-4742-01A	0 years, female, white, stage:Stage IVA, dead, 397 days	2844.1
TCGA-CQ-6222-01A	0 years, male, white, stage:Stage IVA, alive, 2016 days	2840.3
TCGA-IQ-A61O-01A	0 years, male, white, stage:Stage IVA, dead, 421 days	2826.1
TCGA-D6-6515-01A	0 years, female, white, stage:Stage II, dead, 403 days	2796.0
TCGA-CV-5978-01A	0 years, female, black or african american, stage:Stage IVB, dead, 215 days	2790.3
TCGA-CV-A6JY-01A	0 years, male, white, stage:Stage IVA, alive, 646 days	2780.5
TCGA-CQ-A4CE-01A	0 years, female, stage:Stage II, alive, 897 days	2777.1
TCGA-CV-7100-01A	0 years, male, white, stage:Stage III, dead, 274 days	2771.9
TCGA-CV-6934-01A	0 years, female, white, stage:Stage IVA, dead, 65 days	2771.4
TCGA-CN-A497-01A	0 years, male, stage:Stage III, alive, 1065 days	2764.7
TCGA-T3-A92N-01A	0 years, male, black or african american, stage:Stage IVA, dead, 95 days	2753.7
TCGA-F7-8489-01A	0 years, male, white, stage:Stage II, alive, 658 days	2732.8
TCGA-BA-7269-01A	0 years, male, white, stage:Stage III, alive, 1273 days	2727.3
TCGA-CN-6010-01A	0 years, male, white, stage:Stage IVA, alive, 1523 days	2723.1
TCGA-CN-A498-01A	0 years, female, white, stage:Stage III, dead, 773 days	2713.0
TCGA-BB-A5HY-01A	0 years, male, white, stage:Stage IVA, dead, 321 days	2712.5
TCGA-BB-8596-01A	0 years, female, white, stage:Stage IVA, alive, 2161 days	2709.7
TCGA-CQ-A4C7-01A	0 years, male, white, stage:Stage III, dead, 353 days	2706.6
TCGA-CV-A6JT-01A	0 years, male, white, stage:Stage II, alive, 852 days	2698.4
TCGA-CN-5355-01A	0 years, male, black or african american, stage:Stage IVA, alive, 1278 days	2697.1
TCGA-QK-A8Z7-01A	0 years, male, black or african american, stage:Stage IVA, alive, 392 days	2695.9
TCGA-CN-4728-01A	0 years, male, white, stage:Stage IVA, alive, 1724 days	2695.3
TCGA-CV-6441-01A	0 years, male, white, stage:Stage III, dead, 292 days	2694.3
TCGA-CV-7440-01A	0 years, male, white, stage:Stage II, dead, 675 days	2688.4
TCGA-CR-7371-01A	0 years, female, white, stage:Stage III, dead, 94 days	2684.1
TCGA-CN-4722-01A	0 years, female, white, stage:Stage II, alive, 1483 days	2680.3
TCGA-CN-4739-01A	0 years, male, white, stage:Stage IVA, dead, 1394 days	2676.6
TCGA-CQ-6219-01A	0 years, female, white, stage:Stage IVA, dead, 479 days	2669.6
TCGA-CN-A6V3-01A	0 years, male, white, stage:Stage IVA, alive, 742 days	2664.9
TCGA-T2-A6WZ-01A	0 years, male, white, stage:'--, dead, 484 days	2663.9
TCGA-T3-A92M-01A	0 years, male, black or african american, stage:Stage IVA, alive, 417 days	2663.4
TCGA-BA-A4IF-01A	0 years, male, white, stage:'--, alive, 895 days	2651.6
TCGA-CV-6433-01A	0 years, male, white, stage:Stage II, alive, 641 days	2651.0
TCGA-CV-A464-01A	0 years, male, white, stage:Stage III, alive, 1722 days	2640.2
TCGA-CN-5361-01A	0 years, male, white, stage:Stage IVA, dead, 2120 days	2637.8
TCGA-CV-6942-01A	0 years, female, white, stage:Stage II, alive, 4282 days	2636.7
TCGA-UF-A7JD-01A	0 years, male, stage:Stage IVA, dead, 739 days	2635.2
TCGA-UF-A71B-01A	0 years, male, white, stage:Stage IVA, alive, 1506 days	2632.9
TCGA-CV-5440-01A	0 years, male, white, stage:Stage IVA, alive, 3270 days	2630.5
TCGA-CV-6951-01A	0 years, male, white, stage:Stage IVA, dead, 915 days	2625.6
TCGA-CV-5436-01A	0 years, male, stage:Stage IVA, dead, 584 days	2623.5
TCGA-CV-7178-01A	0 years, female, white, stage:Stage IVA, dead, 2166 days	2620.7
TCGA-CV-7421-01A	0 years, male, white, stage:Stage IVA, dead, 2 days	2614.6
TCGA-D6-6825-01A	0 years, male, white, stage:Stage I, alive, 491 days	2597.7
TCGA-CX-7082-01A	0 years, male, white, stage:Stage IVA, dead, 11 days	2595.4
TCGA-CQ-5330-01A	0 years, female, white, stage:Stage IVA, alive, 1897 days	2593.8
TCGA-CN-5363-01A	0 years, male, black or african american, stage:Stage IVB, dead, 253 days	2586.4
TCGA-CV-A6JN-01A	0 years, male, white, stage:'--, alive, 906 days	2578.0
TCGA-CQ-A4CG-01A	0 years, female, white, stage:Stage III, dead, 430 days	2577.9
TCGA-CR-7402-01A	0 years, male, white, stage:'--, alive, 911 days	2576.8
TCGA-D6-A74Q-01A	0 years, male, white, stage:Stage IVA, alive, 710 days	2573.1
TCGA-QK-A6II-01A	0 years, male, white, stage:Stage IVA, dead, 284 days	2568.5
TCGA-D6-8568-01A	0 years, male, white, stage:Stage II, alive, 759 days	2561.6
TCGA-CN-4723-01A	0 years, male, white, stage:Stage IVA, alive, 1699 days	2552.1
TCGA-CV-5432-01A	0 years, male, white, stage:Stage III, alive, 3930 days	2542.7
TCGA-CN-5373-01A	0 years, female, white, stage:Stage I, alive, 1584 days	2540.6
TCGA-CN-6989-01A	0 years, male, white, stage:Stage IVA, dead, 980 days	2540.2
TCGA-CR-7368-01A	0 years, male, white, stage:Stage IVA, alive, 1245 days	2538.2
TCGA-CN-4730-01A	0 years, male, white, stage:Stage IVA, alive, 817 days	2536.5
TCGA-CV-A6JM-01A	0 years, male, white, stage:'--, dead, 194 days	2536.1
TCGA-CV-7422-01A	0 years, female, white, stage:Stage IVA, dead, 1037 days	2531.9
TCGA-BA-4078-01A	0 years, male, white, stage:'--, dead, 276 days	2524.3
TCGA-CR-7393-01A	0 years, male, white, stage:Stage III, alive, 993 days	2523.3
TCGA-CN-5359-01A	0 years, male, white, stage:Stage IVA, dead, 377 days	2512.4
TCGA-CV-5970-01A	0 years, male, white, stage:Stage IVA, dead, 406 days	2508.0
TCGA-QK-A8ZA-01A	0 years, male, black or african american, stage:'--, dead, 371 days	2500.5
TCGA-CR-5250-01A	0 years, male, white, stage:'--, alive, 799 days	2498.1
TCGA-CV-7242-01A	0 years, female, white, stage:Stage II, alive, 1095 days	2495.5
TCGA-CN-A6V7-01A	0 years, male, white, stage:Stage IVA, alive, 594 days	2490.9
TCGA-UP-A6WW-01A	0 years, male, white, stage:'--, alive, 518 days	2489.5
TCGA-CV-7416-01A	0 years, female, white, stage:Stage IVA, dead, 763 days	2488.3
TCGA-CV-A6JU-01A	0 years, female, white, stage:Stage IVB, alive, 110 days	2480.2
TCGA-CR-7401-01A	0 years, male, white, stage:Stage I, alive, 1077 days	2479.3
TCGA-CQ-5323-01A	0 years, male, white, stage:Stage I, alive, 1466 days	2471.6
TCGA-CV-7414-01A	0 years, male, white, stage:Stage IVA, dead, 14 days	2465.8
TCGA-UF-A7J9-01A	0 years, male, white, stage:Stage IVA, alive, 1358 days	2465.4
TCGA-D6-A6EM-01A	0 years, female, white, stage:Stage III, alive, 232 days	2463.7
TCGA-CV-7238-01A	0 years, female, white, stage:Stage II, alive, 2727 days	2463.6
TCGA-BA-A4II-01A	0 years, male, white, stage:Stage II, alive, 918 days	2460.6
TCGA-CR-6484-01A	0 years, female, asian, stage:Stage IVA, alive, 354 days	2457.4
TCGA-CN-4726-01A	0 years, male, white, stage:Stage IVA, dead, 142 days	2451.4
TCGA-HD-A6HZ-01A	0 years, female, white, stage:Stage III, alive, 111 days	2451.2
TCGA-BA-6873-01A	0 years, male, white, stage:Stage IVA, alive, 122 days	2448.9
TCGA-CR-7365-01A	0 years, male, white, stage:Stage IVA, alive, 1191 days	2432.3
TCGA-CV-7090-01A	0 years, male, white, stage:Stage II, alive, 5252 days	2432.0
TCGA-CV-6962-01A	0 years, male, white, stage:Stage IVA, dead, 126 days	2430.1
TCGA-CV-7101-01A	0 years, male, white, stage:Stage II, dead, 160 days	2426.9
TCGA-TN-A7HL-01A	0 years, male, white, stage:Stage IVA, alive, 619 days	2413.1
TCGA-QK-A6IH-01A	0 years, female, white, stage:Stage IVB, alive, 653 days	2409.4
TCGA-BA-A4IH-01A	0 years, male, white, stage:'--, alive, 622 days	2408.0
TCGA-CR-7391-01A	0 years, female, white, stage:Stage I, alive, 913 days	2396.2
TCGA-CV-7261-01A	0 years, male, white, stage:Stage IVA, alive, 1512 days	2392.3
TCGA-CR-7374-01A	0 years, female, white, stage:'--, alive, 30 days	2389.0
TCGA-MZ-A7D7-01A	0 years, male, white, stage:Stage IVA, alive, 547 days	2383.8
TCGA-CN-A6UY-01A	0 years, male, white, stage:Stage IVA, alive, 713 days	2377.8
TCGA-CR-7380-01A	0 years, male, white, stage:Stage IVB, dead, 606 days	2377.5
TCGA-CQ-6224-01A	0 years, male, white, stage:Stage IVA, alive, 1721 days	2371.2
TCGA-CV-A460-01A	0 years, male, white, stage:'--, dead, 1838 days	2370.1
TCGA-C9-A47Z-01A	0 years, female, asian, stage:Stage III, dead, 191 days	2368.0
TCGA-P3-A5QE-01A	0 years, male, white, stage:Stage III, alive, 1559 days	2351.9
TCGA-DQ-7591-01A	0 years, male, white, stage:'--, alive, 622 days	2346.2
TCGA-D6-A6EN-01A	0 years, male, white, stage:Stage III, alive, 687 days	2342.9
TCGA-CR-7394-01A	0 years, male, white, stage:Stage IVA, alive, 1346 days	2340.7
TCGA-HD-8635-01A	0 years, female, white, stage:Stage III, alive, 695 days	2333.8
TCGA-CN-6024-01A	0 years, male, white, stage:Stage IVA, dead, 337 days	2313.8
TCGA-D6-A4ZB-01A	0 years, male, white, stage:Stage III, alive, 376 days	2299.5
TCGA-QK-A6VB-01A	0 years, male, white, stage:Stage IVA, alive, 641 days	2271.6
TCGA-D6-A6EK-01A	0 years, male, white, stage:Stage III, alive, 875 days	2239.9
TCGA-HD-A6I0-01A	0 years, male, white, stage:Stage IVA, alive, 210 days	2236.9
TCGA-CQ-5329-01A	0 years, female, white, stage:Stage II, alive, 2143 days	2235.3
TCGA-CN-4729-01A	0 years, male, white, stage:Stage III, alive, 392 days	2224.2
TCGA-CN-4740-01A	0 years, female, white, stage:Stage IVA, dead, 839 days	2223.3
TCGA-CV-7248-01A	0 years, female, black or african american, stage:Stage IVA, dead, 521 days	2219.2
TCGA-UF-A7JS-01A	0 years, male, white, stage:Stage IVA, dead, 680 days	2207.0
TCGA-CQ-7072-01A	0 years, male, white, stage:Stage II, alive, 2359 days	2201.3
TCGA-BA-5153-01A	0 years, male, white, stage:'--, dead, 1762 days	2189.9
TCGA-CN-6996-01A	0 years, female, white, stage:Stage IVA, dead, 530 days	2179.6
TCGA-CN-4736-01A	0 years, female, white, stage:'--, dead, 395 days	2179.0
TCGA-T2-A6X0-01A	0 years, male, white, stage:'--, alive, 216 days	2174.9
TCGA-CV-6948-01A	0 years, female, white, stage:Stage IVB, dead, 1289 days	2156.7
TCGA-CX-7085-01A	0 years, female, white, stage:Stage I, alive, 321 days	2150.4
TCGA-CN-6023-01A	0 years, male, white, stage:Stage IVA, alive, 1584 days	2136.7
TCGA-CR-7377-01A	0 years, male, white, stage:Stage IVA, dead, 279 days	2134.7
TCGA-CV-7263-01A	0 years, male, black or african american, stage:Stage II, dead, 560 days	2133.7
TCGA-CR-7386-01A	0 years, male, white, stage:Stage IVA, alive, 1430 days	2122.7
TCGA-BA-A6DA-01A	0 years, female, white, stage:Stage IVA, alive, 351 days	2110.3
TCGA-CV-7253-01A	0 years, male, black or african american, stage:Stage IVA, dead, 361 days	2110.2
TCGA-QK-A8ZB-01A	0 years, male, black or african american, stage:Stage IVA, alive, 542 days	2068.9
TCGA-D6-6824-01A	0 years, male, white, stage:Stage IVA, alive, 77 days	2053.2
TCGA-CV-5431-01A	0 years, male, white, stage:Stage IVA, dead, 522 days	2045.9
TCGA-CR-7367-01A	0 years, male, white, stage:Stage IVA, alive, 1440 days	2035.1
TCGA-CR-5243-01A	0 years, male, white, stage:'--, alive, 2562 days	2031.4
TCGA-CR-6478-01A	0 years, female, white, stage:'--, dead, 183 days	2031.3
TCGA-CV-6950-01A	0 years, male, white, stage:Stage IVA, dead, 459 days	2025.1
TCGA-WA-A7H4-01A	0 years, male, white, stage:Stage II, alive, 443 days	2009.3
TCGA-BB-4217-01A	0 years, male, black or african american, stage:Stage IVA, alive, 187 days	2007.0
TCGA-CQ-5325-01A	0 years, male, white, stage:Stage I, dead, 654 days	1985.3
TCGA-CV-A6JE-01A	0 years, male, white, stage:'--, alive, 1075 days	1978.4
TCGA-CV-6939-01A	0 years, male, white, stage:Stage IVA, dead, 666 days	1963.7
TCGA-CR-7372-01A	0 years, male, white, stage:Stage I, alive, 759 days	1947.9
TCGA-P3-A6SW-01A	0 years, male, white, stage:Stage IVB, alive, 1120 days	1938.4
TCGA-WA-A7GZ-01A	0 years, male, white, stage:'--, dead, 625 days	1927.6
TCGA-UF-A71A-01A	0 years, male, white, stage:Stage IVA, dead, 86 days	1926.7
TCGA-CR-7376-01A	0 years, male, white, stage:Stage III, alive, 972 days	1921.1
TCGA-CR-6474-01A	0 years, male, white, stage:Stage IVA, dead, 564 days	1916.5
TCGA-CN-6012-01A	0 years, male, white, stage:Stage IVA, alive, 1460 days	1889.5
TCGA-CN-6018-01A	0 years, female, white, stage:Stage IVA, dead, 580 days	1870.1
TCGA-CN-5358-01A	0 years, male, white, stage:Stage II, dead, 261 days	1868.2
TCGA-CR-6470-01A	0 years, male, white, stage:Stage II, alive, 1521 days	1861.8
TCGA-CR-5248-01A	0 years, male, white, stage:'--, alive, 1663 days	1860.2
TCGA-UF-A7JA-01A	0 years, female, white, stage:Stage IVA, alive, 2265 days	1850.9
TCGA-MZ-A6I9-01A	0 years, male, white, stage:'--, dead, 489 days	1850.8
TCGA-CN-6016-01A	0 years, male, white, stage:Stage IVA, alive, 1443 days	1816.8
TCGA-CV-6940-01A	0 years, female, white, stage:Stage III, dead, 804 days	1807.9
TCGA-IQ-7631-01A	0 years, female, white, stage:Stage II, alive, 1172 days	1806.0
TCGA-UF-A7JJ-01A	0 years, male, stage:Stage IVA, alive, 549 days	1802.1
TCGA-CN-6022-01A	0 years, male, white, stage:Stage IVA, dead, 281 days	1797.9
TCGA-HD-7831-01A	0 years, male, white, stage:Stage IVA, alive, 667 days	1792.8
TCGA-CN-6019-01A	0 years, male, white, stage:Stage IVA, alive, 1038 days	1788.3
TCGA-KU-A6H8-01A	0 years, male, white, stage:Stage IVA, dead, 327 days	1781.2
TCGA-CN-4737-01A	0 years, male, white, stage:Stage IVA, alive, 625 days	1778.2
TCGA-CX-A4AQ-01A	0 years, male, white, stage:Stage IVA, alive, 1555 days	1771.7
TCGA-CV-5443-01A	0 years, male, black or african american, stage:Stage III, alive, 2784 days	1754.9
TCGA-CV-A45Y-01A	0 years, male, american indian or alaska native, stage:Stage IVA, dead, 2703 days	1724.9
TCGA-BA-A8YP-01A	0 years, male, black or african american, stage:Stage IVB, alive, 499 days	1716.6
TCGA-MT-A7BN-01A	0 years, male, white, stage:Stage IVA, alive, 469 days	1710.8
TCGA-KU-A66S-01A	0 years, female, white, stage:Stage III, dead, 406 days	1701.5
TCGA-BB-4225-01A	0 years, male, white, stage:'--, alive, 146 days	1694.1
TCGA-CN-5360-01A	0 years, male, white, stage:Stage IVA, alive, 2169 days	1662.2
TCGA-CV-A6K1-01A	0 years, male, white, stage:Stage IVA, alive, 685 days	1659.4
TCGA-CV-7410-01A	0 years, male, white, stage:Stage III, dead, 6417 days	1657.5
TCGA-CR-7389-01A	0 years, male, black or african american, stage:'--, alive, 392 days	1646.1
TCGA-CR-7392-01A	0 years, female, white, stage:Stage IVA, alive, 1425 days	1621.7
TCGA-BB-4223-01A	0 years, male, white, stage:Stage IVA, alive, 3221 days	1619.5
TCGA-MZ-A5BI-01A	0 years, male, white, stage:'--, dead, 217 days	1540.5
TCGA-BA-A6D8-01A	0 years, male, black or african american, stage:Stage IVA, alive, 850 days	1519.3
TCGA-BA-5559-01A	0 years, male, white, stage:'--, dead, 2083 days	1472.0
TCGA-CN-4735-01A	0 years, male, white, stage:Stage IVA, alive, 1737 days	1466.8
TCGA-CV-7254-01A	0 years, male, white, stage:Stage II, dead, 1459 days	1441.6
TCGA-CV-A45W-01A	0 years, male, white, stage:Stage II, dead, 1398 days	1384.7
TCGA-BA-6871-01A	0 years, male, white, stage:'--, dead, 108 days	1381.6
TCGA-CR-7399-01A	0 years, female, white, stage:Stage IVA, alive, 181 days	1375.0
TCGA-BB-4228-01A	0 years, male, white, stage:Stage III, alive, 559 days	1370.3
TCGA-CR-6481-01A	0 years, male, white, stage:'--, alive, 311 days	1369.2
TCGA-D6-A6EP-01A	0 years, male, white, stage:Stage III, alive, 424 days	1345.8
TCGA-CQ-6221-01A	0 years, male, white, stage:'--, alive, 1000 days	1298.9
TCGA-TN-A7HI-01A	0 years, male, white, stage:Stage IVA, alive, 412 days	1287.4
TCGA-QK-AA3K-01A	0 years, male, black or african american, stage:Stage IVA, alive, 253 days	1286.1
TCGA-CR-6482-01A	0 years, male, black or african american, stage:'--, alive, 345 days	1270.7
TCGA-CR-6467-01A	0 years, male, white, stage:Stage III, alive, 1777 days	1250.2
TCGA-CV-7568-01A	0 years, female, white, stage:Stage IVA, dead, 927 days	1247.5
TCGA-CV-5971-01A	0 years, male, white, stage:Stage IVA, alive, 701 days	1245.4
TCGA-F7-A624-01A	0 years, male, white, stage:Stage II, alive, 378 days	1233.2
TCGA-CV-5430-01A	0 years, male, white, stage:Stage IVA, alive, 4241 days	1159.2
TCGA-CN-6017-01A	0 years, male, white, stage:Stage IVA, dead, 853 days	1047.5
TCGA-CN-4733-01A	0 years, male, white, stage:Stage III, alive, 1586 days	1042.7
TCGA-D6-6827-01A	0 years, female, white, stage:Stage I, alive, 568 days	954.1
TCGA-QK-A6IF-01A	0 years, male, white, stage:'--, alive, 704 days	944.1
TCGA-CR-6487-01A	0 years, male, white, stage:Stage I, alive, 234 days	943.8
TCGA-UF-A718-01A	0 years, male, white, stage:Stage IVA, alive, 1971 days	855.0
TCGA-D6-A6ES-01A	0 years, male, white, stage:Stage IVA, alive, 389 days	573.6
TCGA-HD-A634-01A	0 years, male, white, stage:Stage IVA, dead, 130 days	344.0
Show allShow less

HEAD AND NECK SQUAMOUS CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

183

Samples

Sample ID	Sample type	nRPX
CPT0163410003	Tumor	1.0
CPT0237620004	Tumor	0.8
CPT0222360003	Tumor	0.7
CPT0248330003	Tumor	0.7
CPT0169740004	Normal	0.7
CPT0163600003	Tumor	0.7
CPT0226270003	Normal	0.6
CPT0163740003	Tumor	0.6
CPT0163720003	Normal	0.6
CPT0226350003	Normal	0.6
CPT0163790003	Tumor	0.5
CPT0184530003	Tumor	0.5
CPT0229220002	Normal	0.5
CPT0245130003	Tumor	0.5
CPT0194960003	Tumor	0.4
CPT0237640003	Normal	0.4
CPT0246540003	Tumor	0.4
CPT0199700003	Tumor	0.4
CPT0226340003	Tumor	0.4
CPT0177010003	Tumor	0.4
CPT0245680003	Tumor	0.4
CPT0246670003	Tumor	0.4
CPT0008960003	Normal	0.4
CPT0088060004	Tumor	0.3
CPT0094490004	Tumor	0.3
CPT0008630003	Tumor	0.3
CPT0223450003	Tumor	0.3
CPT0241980004	Tumor	0.3
CPT0194800003	Normal	0.3
CPT0011290003	Tumor	0.3
CPT0281470002	Normal	0.3
C3N-02693-06	Normal	0.2
CPT0236620003	Tumor	0.2
CPT0243090003	Tumor	0.2
CPT0163250003	Normal	0.2
CPT0248350003	Normal	0.2
CPT0245060004	Tumor	0.2
CPT0245730003	Tumor	0.2
CPT0237130004	Tumor	0.2
CPT0199880003	Tumor	0.2
CPT0011320003	Normal	0.2
CPT0094350004	Tumor	0.2
CPT0095040003	Tumor	0.2
CPT0088410003	Tumor	0.2
CPT0235460003	Tumor	0.2
CPT0196210003	Tumor	0.2
CPT0235920003	Normal	0.2
CPT0236850004	Tumor	0.2
CPT0248520003	Tumor	0.1
CPT0235470002	Normal	0.1
CPT0201830004	Tumor	0.1
CPT0008930003	Tumor	0.1
CPT0169640003	Tumor	0.1
CPT0278700002	Normal	0.1
CPT0245180003	Tumor	0.1
CPT0194420003	Tumor	0.1
CPT0245010003	Tumor	0.1
CPT0169890003	Tumor	0.1
CPT0011130005	Tumor	0.1
CPT0177220003	Normal	0.1
CPT0163610003	Normal	0.0
CPT0013000004	Tumor	0.0
CPT0176770003	Tumor	0.0
CPT0163480003	Tumor	0.0
CPT0163430003	Normal	0.0
C3N-00295-05	Normal	0.0
CPT0220610003	Tumor	0.0
CPT0008520008	Tumor	0.0
CPT0013430003	Tumor	0.0
CPT0237500003	Normal	0.0
CPT0207870004	Tumor	0.0
CPT0177200003	Tumor	-0.1
CPT0223460003	Normal	-0.1
CPT0094280004	Tumor	-0.1
CPT0246620003	Tumor	-0.1
CPT0245600003	Tumor	-0.1
CPT0237480004	Tumor	-0.1
CPT0084650004	Normal	-0.1
CPT0245020003	Normal	-0.1
CPT0088010003	Normal	-0.1
CPT0163240003	Tumor	-0.1
CPT0163800003	Normal	-0.1
CPT0190850003	Tumor	-0.1
CPT0245460003	Normal	-0.1
CPT0163860003	Normal	-0.2
CPT0094560004	Tumor	-0.2
C3N-00857-05	Normal	-0.2
CPT0094580003	Normal	-0.2
CPT0087820003	Tumor	-0.2
CPT0222200003	Normal	-0.2
CPT0199710003	Normal	-0.2
CPT0236870003	Normal	-0.2
CPT0235910003	Tumor	-0.2
CPT0226400003	Normal	-0.2
CPT0250310003	Tumor	-0.2
CPT0237150003	Normal	-0.2
CPT0163020003	Normal	-0.2
CPT0245450003	Tumor	-0.2
CPT0245550003	Tumor	-0.2
CPT0195860003	Tumor	-0.2
CPT0226390003	Tumor	-0.2
CPT0087990003	Tumor	-0.2
C3N-01758-04	Normal	-0.2
CPT0163170003	Normal	-0.2
CPT0245560003	Normal	-0.2
CPT0169730003	Tumor	-0.3
CPT0196060003	Normal	-0.3
CPT0194260003	Normal	-0.3
CPT0013210004	Tumor	-0.3
C3N-04276-06	Normal	-0.3
CPT0245500003	Tumor	-0.3
CPT0163340003	Tumor	-0.3
C3N-01859-04	Normal	-0.3
CPT0123260003	Tumor	-0.3
CPT0245190003	Normal	-0.3
CPT0162990004	Tumor	-0.3
CPT0163160003	Tumor	-0.3
CPT0088080003	Normal	-0.3
C3N-01620-05	Normal	-0.3
CPT0226450003	Normal	-0.3
CPT0162940003	Tumor	-0.3
CPT0199890003	Normal	-0.4
CPT0195680003	Tumor	-0.4
CPT0177390003	Tumor	-0.4
CPT0123190003	Normal	-0.4
CPT0201860004	Normal	-0.4
CPT0194250003	Tumor	-0.4
CPT0244940004	Tumor	-0.4
CPT0162890003	Tumor	-0.4
CPT0123180003	Tumor	-0.4
CPT0223970003	Tumor	-0.4
CPT0222180003	Tumor	-0.4
CPT0226440003	Tumor	-0.4
C3N-04275-05	Normal	-0.4
CPT0261520003	Tumor	-0.4
CPT0163840003	Tumor	-0.4
CPT0242000004	Normal	-0.4
CPT0013030003	Normal	-0.4
CPT0226090003	Normal	-0.4
CPT0024810003	Tumor	-0.4
CPT0195700003	Normal	-0.5
CPT0163650003	Tumor	-0.5
CPT0226130003	Tumor	-0.5
CPT0013460003	Normal	-0.5
CPT0013130003	Tumor	-0.5
CPT0196040003	Tumor	-0.5
CPT0243140004	Normal	-0.5
CPT0245410003	Normal	-0.5
CPT0245230004	Tumor	-0.5
CPT0199830003	Normal	-0.5
CPT0013250003	Normal	-0.5
CPT0190860003	Normal	-0.5
CPT0199820003	Tumor	-0.5
CPT0245630003	Tumor	-0.5
CPT0127050003	Tumor	-0.5
C3N-04279-05	Normal	-0.5
CPT0236640003	Normal	-0.5
CPT0245300003	Tumor	-0.5
CPT0246590003	Tumor	-0.5
CPT0220620003	Normal	-0.6
CPT0256560003	Tumor	-0.6
CPT0088430003	Normal	-0.6
CPT0094420004	Tumor	-0.6
CPT0177710003	Tumor	-0.6
CPT0245400003	Tumor	-0.6
CPT0245140003	Normal	-0.6
CPT0226250004	Tumor	-0.7
CPT0163910003	Tumor	-0.8
CPT0195880003	Normal	-0.8
CPT0226030003	Tumor	-0.8
CPT0163530003	Tumor	-0.8
CPT0163490003	Normal	-0.8
CPT0084630009	Tumor	-0.9
CPT0123280003	Normal	-0.9
CPT0163090003	Tumor	-0.9
CPT0245350003	Tumor	-0.9
CPT0169920003	Normal	-0.9
CPT0244890004	Tumor	-1.0
CPT0194790003	Tumor	-1.1
CPT0229230003	Normal	N/A
CPT0169750003	Normal	N/A
CPT0229210003	Tumor	N/A
CPT0229190003	Tumor	N/A
Show allShow less

HEAD AND NECK CANCER - Protein expressionⁱ A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here. Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.

Antibody stainingⁱ Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells. Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.	Antibody HPA042745	Antibody CAB034320
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