Expression of S100A6 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

S100A6 is not prognostic in Head and Neck Squamous Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 2021.04

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

3646.1

Number of samples

492

Samples

Sample	Description	TPM
TCGA-BA-7269-01A	0 years, male, white, stage:Stage III, alive, 1273 days	21148.9
TCGA-CV-7250-01A	0 years, male, white, stage:Stage IVA, dead, 2900 days	16719.9
TCGA-BA-4074-01A	0 years, male, white, stage:Stage IVA, dead, 462 days	14349.8
TCGA-BB-8601-01A	0 years, male, black or african american, stage:Stage III, alive, 624 days	12498.7
TCGA-P3-A5Q6-01A	0 years, male, white, stage:Stage IVA, dead, 480 days	11287.2
TCGA-CV-6936-01A	0 years, male, white, stage:Stage IVA, dead, 166 days	11262.0
TCGA-BA-5152-01A	0 years, male, white, stage:Stage IVA, alive, 1288 days	11072.2
TCGA-MT-A7BN-01A	0 years, male, white, stage:Stage IVA, alive, 469 days	10697.1
TCGA-BA-A6D8-01A	0 years, male, black or african american, stage:Stage IVA, alive, 850 days	10669.3
TCGA-D6-A6EN-01A	0 years, male, white, stage:Stage III, alive, 687 days	10116.8
TCGA-CQ-A4CD-01A	0 years, male, white, stage:Stage IVA, alive, 1022 days	9951.4
TCGA-CV-A6JU-01A	0 years, female, white, stage:Stage IVB, alive, 110 days	9800.2
TCGA-BB-4227-01A	0 years, male, white, stage:Stage IVA, alive, 134 days	9787.6
TCGA-QK-AA3J-01A	0 years, male, black or african american, stage:Stage I, alive, 466 days	9713.9
TCGA-CV-6436-01A	0 years, male, white, stage:Stage IVA, alive, 1899 days	9411.6
TCGA-CN-4727-01A	0 years, male, white, stage:Stage IVA, alive, 1560 days	8534.0
TCGA-BA-6869-01A	0 years, male, white, stage:Stage III, alive, 644 days	8505.2
TCGA-QK-A6IJ-01A	0 years, male, white, stage:Stage III, alive, 387 days	8402.5
TCGA-CV-6935-01A	0 years, male, white, stage:Stage IVA, dead, 295 days	8268.0
TCGA-F7-A624-01A	0 years, male, white, stage:Stage II, alive, 378 days	8233.3
TCGA-HD-A633-01A	0 years, male, white, stage:Stage IVA, alive, 421 days	8229.4
TCGA-QK-A6II-01A	0 years, male, white, stage:Stage IVA, dead, 284 days	7985.9
TCGA-D6-A6EM-01A	0 years, female, white, stage:Stage III, alive, 232 days	7553.9
TCGA-MZ-A7D7-01A	0 years, male, white, stage:Stage IVA, alive, 547 days	7515.1
TCGA-CQ-5324-01A	0 years, male, white, stage:Stage III, alive, 1593 days	7423.6
TCGA-UF-A7JS-01A	0 years, male, white, stage:Stage IVA, dead, 680 days	7409.6
TCGA-CV-6441-01A	0 years, male, white, stage:Stage III, dead, 292 days	7345.3
TCGA-T2-A6X2-01A	0 years, male, white, stage:Stage III, alive, 987 days	7280.0
TCGA-P3-A6T2-01A	0 years, male, white, stage:Stage IVA, alive, 2298 days	7213.0
TCGA-CV-A6JT-01A	0 years, male, white, stage:Stage II, alive, 852 days	7202.4
TCGA-BB-A6UM-01A	0 years, male, white, stage:Stage III, alive, 393 days	7145.2
TCGA-CN-6020-01A	0 years, male, black or african american, stage:Stage III, dead, 205 days	7108.4
TCGA-D6-A6EQ-01A	0 years, male, white, stage:Stage IVA, alive, 368 days	6974.9
TCGA-D6-A6EO-01A	0 years, male, white, stage:Stage IVA, alive, 759 days	6951.1
TCGA-IQ-A61H-01A	0 years, male, white, stage:Stage II, alive, 1138 days	6912.4
TCGA-D6-A4Z9-01A	0 years, male, white, stage:Stage IVA, alive, 539 days	6871.8
TCGA-BA-A6DD-01A	0 years, male, black or african american, stage:Stage IVA, dead, 173 days	6813.1
TCGA-CV-6937-01A	0 years, male, white, stage:Stage II, dead, 624 days	6798.8
TCGA-BA-A6DJ-01A	0 years, male, asian, stage:Stage IVA, dead, 407 days	6710.8
TCGA-CQ-7068-01A	0 years, female, white, stage:Stage II, alive, 1309 days	6624.9
TCGA-CQ-A4CI-01A	0 years, male, white, stage:Stage III, alive, 950 days	6560.6
TCGA-BA-4075-01A	0 years, male, black or african american, stage:Stage III, dead, 283 days	6503.1
TCGA-IQ-A61O-01A	0 years, male, white, stage:Stage IVA, dead, 421 days	6289.9
TCGA-MZ-A6I9-01A	0 years, male, white, stage:'--, dead, 489 days	6257.5
TCGA-CV-A45R-01A	0 years, male, white, stage:Stage III, alive, 5480 days	6250.6
TCGA-CN-6998-01A	0 years, male, white, stage:Stage IVA, dead, 357 days	6234.1
TCGA-DQ-5630-01A	0 years, male, white, stage:'--, alive, 1030 days	6119.8
TCGA-HD-A6I0-01A	0 years, male, white, stage:Stage IVA, alive, 210 days	6072.6
TCGA-QK-A8Z8-01A	0 years, female, black or african american, stage:Stage IVC, dead, 171 days	6060.7
TCGA-UF-A7JF-01A	0 years, male, white, stage:Stage IVA, alive, 1686 days	6018.9
TCGA-UF-A7JV-01A	0 years, female, white, stage:Stage IVA, dead, 90 days	5992.9
TCGA-P3-A6T8-01A	0 years, male, white, stage:Stage IVA, alive, 400 days	5961.8
TCGA-CV-7177-01A	0 years, female, white, stage:Stage II, dead, 663 days	5930.0
TCGA-CQ-5327-01A	0 years, female, asian, stage:Stage IVA, alive, 1660 days	5921.2
TCGA-IQ-A6SH-01A	0 years, male, black or african american, stage:Stage III, alive, 471 days	5893.6
TCGA-CQ-7065-01A	0 years, male, asian, stage:Stage II, alive, 1628 days	5886.8
TCGA-CN-A498-01A	0 years, female, white, stage:Stage III, dead, 773 days	5867.1
TCGA-CR-5247-01A	0 years, male, black or african american, stage:'--, alive, 358 days	5827.4
TCGA-IQ-7632-01A	0 years, female, white, stage:Stage IVA, alive, 441 days	5780.7
TCGA-T2-A6WX-01A	0 years, female, white, stage:'--, dead, 209 days	5738.5
TCGA-IQ-A61I-01A	0 years, male, black or african american, stage:Stage IVA, dead, 2 days	5693.2
TCGA-KU-A66S-01A	0 years, female, white, stage:Stage III, dead, 406 days	5655.0
TCGA-CQ-7063-01A	0 years, female, white, stage:Stage I, alive, 2133 days	5652.8
TCGA-UF-A71D-01A	0 years, female, white, stage:Stage IVA, alive, 1461 days	5639.9
TCGA-CN-5365-01A	0 years, male, white, stage:Stage IVB, dead, 351 days	5577.2
TCGA-CQ-6219-01A	0 years, female, white, stage:Stage IVA, dead, 479 days	5549.5
TCGA-CR-6473-01A	0 years, male, white, stage:'--, alive, 1125 days	5464.3
TCGA-KU-A66T-01A	0 years, female, white, stage:Stage IVA, alive, 552 days	5438.9
TCGA-CR-7388-01A	0 years, female, white, stage:'--, dead, 823 days	5415.6
TCGA-CQ-7069-01A	0 years, female, white, stage:Stage II, alive, 1274 days	5411.1
TCGA-UF-A7JO-01A	0 years, female, white, stage:Stage IVA, dead, 631 days	5396.9
TCGA-BA-A6DI-01A	0 years, male, black or african american, stage:'--, dead, 336 days	5343.1
TCGA-CN-6013-01A	0 years, male, white, stage:Stage IVA, dead, 727 days	5329.3
TCGA-IQ-A61G-01A	0 years, male, white, stage:Stage IVA, alive, 360 days	5309.9
TCGA-CV-7252-01A	0 years, female, black or african american, stage:Stage IVA, dead, 151 days	5307.4
TCGA-HD-7754-01A	0 years, male, white, stage:Stage IVA, alive, 783 days	5265.8
TCGA-D6-A74Q-01A	0 years, male, white, stage:Stage IVA, alive, 710 days	5258.7
TCGA-H7-8501-01A	0 years, male, white, stage:Stage IVA, alive, 461 days	5116.6
TCGA-H7-A6C4-01A	0 years, female, white, stage:Stage IVA, dead, 414 days	5114.2
TCGA-CV-6945-01A	0 years, male, white, stage:Stage IVA, dead, 366 days	5113.0
TCGA-HD-8635-01A	0 years, female, white, stage:Stage III, alive, 695 days	5099.6
TCGA-CV-7437-01A	0 years, male, stage:Stage II, dead, 506 days	5070.4
TCGA-F7-A61V-01A	0 years, male, white, stage:Stage II, alive, 759 days	5061.0
TCGA-CV-7091-01A	0 years, male, white, stage:Stage I, alive, 3381 days	5043.9
TCGA-CR-6493-01A	0 years, male, black or african american, stage:Stage IVA, dead, 282 days	5004.3
TCGA-CV-6961-01A	0 years, male, white, stage:Stage II, dead, 76 days	5002.7
TCGA-CQ-A4CB-01A	0 years, male, stage:Stage III, alive, 893 days	5002.6
TCGA-CR-7371-01A	0 years, female, white, stage:Stage III, dead, 94 days	4965.1
TCGA-CV-7423-01A	0 years, male, white, stage:Stage II, dead, 3059 days	4933.8
TCGA-BB-A6UO-01A	0 years, female, white, stage:Stage IVA, dead, 268 days	4932.8
TCGA-UF-A7JC-01A	0 years, male, white, stage:Stage IVA, dead, 546 days	4913.9
TCGA-P3-A6T3-01A	0 years, male, white, stage:Stage IVA, dead, 577 days	4912.8
TCGA-F7-A50J-01A	0 years, female, white, stage:Stage III, alive, 947 days	4912.5
TCGA-TN-A7HJ-01A	0 years, male, white, stage:Stage IVA, alive, 403 days	4907.4
TCGA-CQ-5334-01A	0 years, male, white, stage:Stage IVA, dead, 129 days	4887.9
TCGA-UF-A7J9-01A	0 years, male, white, stage:Stage IVA, alive, 1358 days	4877.2
TCGA-CV-7103-01A	0 years, male, white, stage:Stage IVA, dead, 1591 days	4859.6
TCGA-CN-A63U-01A	0 years, male, white, stage:Stage IVA, alive, 964 days	4849.4
TCGA-CV-7236-01A	0 years, female, white, stage:Stage IVA, dead, 144 days	4802.7
TCGA-D6-A6ES-01A	0 years, male, white, stage:Stage IVA, alive, 389 days	4799.3
TCGA-CV-7406-01A	0 years, male, white, stage:Stage II, dead, 1748 days	4772.2
TCGA-CV-7255-01A	0 years, female, white, stage:Stage IVA, dead, 64 days	4756.6
TCGA-CX-7219-01A	0 years, male, black or african american, stage:Stage IVA, alive, 1045 days	4727.8
TCGA-UF-A71E-01A	0 years, male, white, stage:Stage IVA, dead, 1504 days	4718.5
TCGA-CN-A6V7-01A	0 years, male, white, stage:Stage IVA, alive, 594 days	4696.4
TCGA-CN-A63T-01A	0 years, male, white, stage:Stage IVA, alive, 225 days	4691.2
TCGA-CV-A45Z-01A	0 years, male, white, stage:'--, dead, 1466 days	4690.8
TCGA-CR-6492-01A	0 years, male, white, stage:Stage III, alive, 479 days	4684.7
TCGA-CN-5374-01A	0 years, female, white, stage:Stage IVA, dead, 1732 days	4677.8
TCGA-CV-5979-01A	0 years, male, white, stage:Stage IVA, alive, 1315 days	4673.9
TCGA-CV-A6JN-01A	0 years, male, white, stage:'--, alive, 906 days	4659.1
TCGA-CV-5434-01A	0 years, male, black or african american, stage:Stage IVA, dead, 3314 days	4652.6
TCGA-CV-5978-01A	0 years, female, black or african american, stage:Stage IVB, dead, 215 days	4585.9
TCGA-CV-6433-01A	0 years, male, white, stage:Stage II, alive, 641 days	4582.7
TCGA-CV-7407-01A	0 years, female, white, stage:Stage II, dead, 1081 days	4562.7
TCGA-CV-7089-01A	0 years, male, white, stage:Stage IVA, dead, 1972 days	4556.0
TCGA-CN-A642-01A	0 years, male, white, stage:Stage IVB, dead, 82 days	4541.4
TCGA-CV-5976-01A	0 years, male, white, stage:Stage IVA, alive, 1478 days	4524.2
TCGA-DQ-5631-01A	0 years, male, white, stage:'--, dead, 548 days	4461.6
TCGA-P3-A6T6-01A	0 years, male, white, stage:Stage IVA, dead, 395 days	4450.1
TCGA-T2-A6WZ-01A	0 years, male, white, stage:'--, dead, 484 days	4449.0
TCGA-D6-A6EK-01A	0 years, male, white, stage:Stage III, alive, 875 days	4443.2
TCGA-H7-A76A-01A	0 years, male, white, stage:'--, alive, 637 days	4426.5
TCGA-CN-6994-01A	0 years, male, white, stage:Stage IVA, alive, 1183 days	4422.4
TCGA-UF-A71A-01A	0 years, male, white, stage:Stage IVA, dead, 86 days	4415.2
TCGA-CQ-7071-01A	0 years, female, white, stage:Stage III, alive, 1311 days	4410.2
TCGA-CN-A49B-01A	0 years, male, white, stage:Stage III, alive, 904 days	4409.9
TCGA-CV-A6JD-01A	0 years, female, white, stage:'--, dead, 182 days	4407.6
TCGA-CR-7382-01A	0 years, male, white, stage:Stage IVA, alive, 796 days	4402.8
TCGA-D6-6824-01A	0 years, male, white, stage:Stage IVA, alive, 77 days	4386.6
TCGA-QK-A64Z-01A	0 years, female, white, stage:Stage IVA, dead, 641 days	4374.5
TCGA-CQ-5332-01A	0 years, male, white, stage:Stage III, dead, 317 days	4369.6
TCGA-CV-6003-01A	0 years, female, white, stage:Stage III, alive, 1665 days	4363.2
TCGA-CV-A45X-01A	0 years, male, white, stage:Stage IVA, dead, 198 days	4358.4
TCGA-CQ-5326-01A	0 years, male, white, stage:Stage IVA, dead, 89 days	4319.7
TCGA-CV-6952-01A	0 years, female, white, stage:Stage IVA, dead, 185 days	4308.3
TCGA-CN-A497-01A	0 years, male, stage:Stage III, alive, 1065 days	4297.5
TCGA-HD-8224-01A	0 years, male, white, stage:Stage IVA, dead, 446 days	4294.1
TCGA-IQ-7631-01A	0 years, female, white, stage:Stage II, alive, 1172 days	4247.5
TCGA-C9-A480-01A	0 years, female, asian, stage:Stage III, alive, 386 days	4241.8
TCGA-CN-6012-01A	0 years, male, white, stage:Stage IVA, alive, 1460 days	4209.6
TCGA-BA-5151-01A	0 years, male, white, stage:Stage IVA, alive, 722 days	4198.2
TCGA-CQ-6227-01A	0 years, male, white, stage:Stage IVA, dead, 129 days	4196.2
TCGA-RS-A6TO-01A	0 years, female, white, stage:Stage IVA, dead, 387 days	4181.7
TCGA-CR-6491-01A	0 years, male, black or african american, stage:Stage IVA, alive, 693 days	4175.5
TCGA-BA-4076-01A	0 years, male, white, stage:'--, dead, 415 days	4157.6
TCGA-HD-7753-01A	0 years, male, black or african american, stage:Stage I, alive, 866 days	4153.9
TCGA-D6-6517-01A	0 years, male, white, stage:Stage III, alive, 292 days	4119.0
TCGA-QK-A6IG-01A	0 years, male, white, stage:Stage III, dead, 222 days	4114.6
TCGA-CV-7435-01A	0 years, female, white, stage:Stage IVA, dead, 4680 days	4112.9
TCGA-CV-6933-01A	0 years, male, white, stage:Stage III, dead, 2741 days	4107.8
TCGA-CV-7430-01A	0 years, male, white, stage:Stage IVA, dead, 495 days	4106.8
TCGA-CV-7102-01A	0 years, female, white, stage:Stage IVA, dead, 56 days	4077.3
TCGA-BA-5556-01A	0 years, female, white, stage:Stage II, alive, 725 days	4069.5
TCGA-CV-7432-01A	0 years, male, white, stage:Stage II, dead, 2570 days	4061.3
TCGA-HL-7533-01A	0 years, male, white, stage:'--, alive, 1057 days	4060.9
TCGA-F7-8489-01A	0 years, male, white, stage:Stage II, alive, 658 days	4051.2
TCGA-D6-8569-01A	0 years, male, white, stage:Stage II, alive, 770 days	4024.9
TCGA-UF-A719-01A	0 years, male, stage:Stage II, alive, 1663 days	4024.2
TCGA-BA-A6DG-01A	0 years, male, white, stage:'--, dead, 69 days	4019.7
TCGA-CV-A45Q-01A	0 years, female, white, stage:'--, dead, 5152 days	4005.2
TCGA-CN-6016-01A	0 years, male, white, stage:Stage IVA, alive, 1443 days	4001.6
TCGA-CR-7369-01A	0 years, male, white, stage:Stage IVA, dead, 1090 days	3997.6
TCGA-HD-8634-01A	0 years, female, white, stage:Stage I, dead, 385 days	3971.1
TCGA-CV-7418-01A	0 years, male, black or african american, stage:Stage IVA, dead, 789 days	3948.3
TCGA-CR-6480-01A	0 years, male, white, stage:'--, alive, 362 days	3948.2
TCGA-CV-7247-01A	0 years, male, white, stage:Stage III, dead, 577 days	3921.7
TCGA-CN-6995-01A	0 years, male, white, stage:Stage IVA, dead, 112 days	3905.6
TCGA-F7-A61S-01A	0 years, male, white, stage:Stage III, alive, 576 days	3905.2
TCGA-4P-AA8J-01A	0 years, male, black or african american, stage:Stage IVA, alive, 102 days	3885.1
TCGA-CV-7238-01A	0 years, female, white, stage:Stage II, alive, 2727 days	3876.9
TCGA-CV-7099-01A	0 years, female, white, stage:Stage II, dead, 243 days	3840.3
TCGA-BB-8596-01A	0 years, female, white, stage:Stage IVA, alive, 2161 days	3832.0
TCGA-BA-A6DA-01A	0 years, female, white, stage:Stage IVA, alive, 351 days	3831.6
TCGA-CV-6960-01A	0 years, male, black or african american, stage:Stage III, dead, 862 days	3825.7
TCGA-CR-6472-01A	0 years, male, white, stage:'--, alive, 1050 days	3807.8
TCGA-CR-6471-01A	0 years, male, white, stage:Stage IVA, dead, 1202 days	3796.1
TCGA-BA-A6DL-01A	0 years, male, white, stage:'--, alive, 623 days	3795.7
TCGA-CV-7180-01A	0 years, male, white, stage:Stage II, dead, 327 days	3788.2
TCGA-IQ-A61J-01A	0 years, male, white, stage:Stage IVA, alive, 1021 days	3783.9
TCGA-BA-A8YP-01A	0 years, male, black or african american, stage:Stage IVB, alive, 499 days	3766.3
TCGA-CV-6943-01A	0 years, male, white, stage:Stage III, dead, 602 days	3765.9
TCGA-CV-A6K2-01A	0 years, male, white, stage:Stage IVA, dead, 317 days	3758.6
TCGA-CV-7242-01A	0 years, female, white, stage:Stage II, alive, 1095 days	3755.2
TCGA-CN-A49C-01A	0 years, male, white, stage:'--, alive, 645 days	3743.4
TCGA-CN-4728-01A	0 years, male, white, stage:Stage IVA, alive, 1724 days	3730.8
TCGA-QK-A652-01A	0 years, male, white, stage:Stage III, alive, 645 days	3729.8
TCGA-P3-A6T0-01A	0 years, female, white, stage:Stage IVA, alive, 578 days	3723.9
TCGA-CN-6997-01A	0 years, male, white, stage:Stage IVA, dead, 988 days	3720.2
TCGA-CV-7235-01A	0 years, male, white, stage:Stage II, alive, 2347 days	3691.1
TCGA-QK-A8ZA-01A	0 years, male, black or african american, stage:'--, dead, 371 days	3689.5
TCGA-CV-5435-01A	0 years, male, white, stage:Stage IVA, dead, 2319 days	3682.1
TCGA-BA-6872-01A	0 years, male, white, stage:'--, dead, 384 days	3678.8
TCGA-CN-A6V3-01A	0 years, male, white, stage:Stage IVA, alive, 742 days	3669.1
TCGA-P3-A5QA-01A	0 years, male, stage:Stage I, alive, 2182 days	3656.6
TCGA-D6-6516-01A	0 years, male, white, stage:Stage I, alive, 773 days	3646.2
TCGA-CV-5440-01A	0 years, male, white, stage:Stage IVA, alive, 3270 days	3638.8
TCGA-CV-5432-01A	0 years, male, white, stage:Stage III, alive, 3930 days	3637.8
TCGA-CN-A6UY-01A	0 years, male, white, stage:Stage IVA, alive, 713 days	3626.4
TCGA-CV-7248-01A	0 years, female, black or african american, stage:Stage IVA, dead, 521 days	3621.5
TCGA-MT-A67F-01A	0 years, female, white, stage:Stage IVA, alive, 384 days	3618.4
TCGA-CV-6939-01A	0 years, male, white, stage:Stage IVA, dead, 666 days	3616.9
TCGA-CN-A641-01A	0 years, male, white, stage:Stage IVA, alive, 367 days	3614.5
TCGA-D6-A6EP-01A	0 years, male, white, stage:Stage III, alive, 424 days	3612.5
TCGA-H7-8502-01A	0 years, male, white, stage:Stage IVA, alive, 458 days	3595.4
TCGA-CN-4738-01A	0 years, male, white, stage:Stage IVA, dead, 436 days	3593.7
TCGA-CV-A468-01A	0 years, male, stage:Stage IVA, dead, 464 days	3575.7
TCGA-CV-A45T-01A	0 years, female, white, stage:'--, dead, 4856 days	3555.3
TCGA-CV-7446-01A	0 years, male, white, stage:Stage IVA, dead, 1093 days	3541.6
TCGA-MT-A51W-01A	0 years, female, white, stage:Stage I, alive, 437 days	3532.8
TCGA-D6-6823-01A	0 years, male, white, stage:Stage II, alive, 701 days	3525.0
TCGA-CV-7428-01A	0 years, male, white, stage:Stage IVA, dead, 1671 days	3511.3
TCGA-HD-7229-01A	0 years, male, white, stage:Stage IVA, alive, 1027 days	3509.9
TCGA-CR-7390-01A	0 years, male, white, stage:Stage IVA, alive, 1508 days	3506.8
TCGA-CQ-6221-01A	0 years, male, white, stage:'--, alive, 1000 days	3500.8
TCGA-CQ-6228-01A	0 years, female, white, stage:Stage IVA, dead, 456 days	3499.7
TCGA-CV-7245-01A	0 years, male, white, stage:Stage IVA, alive, 797 days	3497.1
TCGA-CN-4731-01A	0 years, female, white, stage:Stage IVA, dead, 998 days	3495.6
TCGA-CQ-A4CG-01A	0 years, female, white, stage:Stage III, dead, 430 days	3492.4
TCGA-CV-7433-01A	0 years, male, white, stage:Stage IVA, dead, 601 days	3468.3
TCGA-CQ-A4CH-01A	0 years, male, asian, stage:Stage II, dead, 379 days	3458.9
TCGA-IQ-A61E-01A	0 years, female, white, stage:Stage III, alive, 1147 days	3456.4
TCGA-CV-7104-01A	0 years, female, white, stage:Stage IVA, dead, 393 days	3433.3
TCGA-CN-5369-01A	0 years, female, white, stage:Stage IVA, dead, 1 days	3416.4
TCGA-QK-A6IH-01A	0 years, female, white, stage:Stage IVB, alive, 653 days	3406.7
TCGA-P3-A6T7-01A	0 years, male, white, stage:Stage IVA, dead, 487 days	3403.5
TCGA-CR-7389-01A	0 years, male, black or african american, stage:'--, alive, 392 days	3396.0
TCGA-T2-A6X0-01A	0 years, male, white, stage:'--, alive, 216 days	3393.4
TCGA-F7-A50I-01A	0 years, male, white, stage:Stage IVA, alive, 92 days	3391.4
TCGA-CN-A499-01A	0 years, female, white, stage:Stage II, alive, 717 days	3384.0
TCGA-BB-A5HZ-01A	0 years, male, white, stage:Stage IVA, alive, 827 days	3377.3
TCGA-CQ-6218-01A	0 years, female, white, stage:Stage IVA, alive, 1253 days	3368.8
TCGA-CV-7254-01A	0 years, male, white, stage:Stage II, dead, 1459 days	3350.6
TCGA-WA-A7H4-01A	0 years, male, white, stage:Stage II, alive, 443 days	3334.0
TCGA-F7-8298-01A	0 years, male, white, stage:Stage I, alive, 995 days	3330.5
TCGA-CR-6474-01A	0 years, male, white, stage:Stage IVA, dead, 564 days	3318.3
TCGA-CN-4730-01A	0 years, male, white, stage:Stage IVA, alive, 817 days	3308.9
TCGA-CN-6019-01A	0 years, male, white, stage:Stage IVA, alive, 1038 days	3302.9
TCGA-CV-7100-01A	0 years, male, white, stage:Stage III, dead, 274 days	3298.8
TCGA-DQ-5629-01A	0 years, male, white, stage:'--, dead, 941 days	3296.1
TCGA-CV-5442-01A	0 years, female, white, stage:Stage IVA, alive, 2327 days	3286.5
TCGA-CN-5359-01A	0 years, male, white, stage:Stage IVA, dead, 377 days	3283.3
TCGA-UF-A71B-01A	0 years, male, white, stage:Stage IVA, alive, 1506 days	3261.9
TCGA-BA-A4IG-01A	0 years, male, white, stage:'--, alive, 855 days	3260.4
TCGA-CQ-5323-01A	0 years, male, white, stage:Stage I, alive, 1466 days	3241.7
TCGA-CV-7413-01A	0 years, female, white, stage:Stage II, dead, 294 days	3227.1
TCGA-CN-A63W-01A	0 years, female, white, stage:Stage IVA, dead, 377 days	3218.4
TCGA-CR-7402-01A	0 years, male, white, stage:'--, alive, 911 days	3212.8
TCGA-UF-A7JT-01A	0 years, female, white, stage:Stage IVA, dead, 993 days	3205.5
TCGA-CN-6010-01A	0 years, male, white, stage:Stage IVA, alive, 1523 days	3193.8
TCGA-CV-A45P-01A	0 years, female, white, stage:Stage I, alive, 639 days	3154.9
TCGA-CV-A460-01A	0 years, male, white, stage:'--, dead, 1838 days	3150.9
TCGA-CR-7398-01A	0 years, female, white, stage:Stage II, alive, 156 days	3147.1
TCGA-CV-6934-01A	0 years, female, white, stage:Stage IVA, dead, 65 days	3134.6
TCGA-BA-A6DE-01A	0 years, female, white, stage:Stage II, alive, 440 days	3126.1
TCGA-CN-6989-01A	0 years, male, white, stage:Stage IVA, dead, 980 days	3125.7
TCGA-CV-7438-01A	0 years, female, white, stage:Stage I, dead, 194 days	3125.1
TCGA-P3-A6T5-01A	0 years, female, white, stage:Stage IVA, dead, 882 days	3121.3
TCGA-F7-7848-01A	0 years, male, white, stage:Stage IVA, alive, 1131 days	3107.7
TCGA-KU-A6H7-01A	0 years, female, white, stage:Stage IVA, alive, 586 days	3093.1
TCGA-P3-A5Q5-01A	0 years, male, white, stage:Stage IVA, alive, 910 days	3087.0
TCGA-CR-7370-01A	0 years, female, white, stage:'--, alive, 105 days	3078.6
TCGA-CQ-6222-01A	0 years, male, white, stage:Stage IVA, alive, 2016 days	3076.2
TCGA-CV-A461-01A	0 years, male, white, stage:'--, dead, 2064 days	3057.3
TCGA-CN-5373-01A	0 years, female, white, stage:Stage I, alive, 1584 days	3052.0
TCGA-CQ-A4C6-01A	0 years, male, asian, stage:Stage II, alive, 1353 days	3045.1
TCGA-HD-7832-01A	0 years, male, white, stage:Stage IVA, alive, 836 days	3039.2
TCGA-CV-A45Y-01A	0 years, male, american indian or alaska native, stage:Stage IVA, dead, 2703 days	3038.8
TCGA-D6-6825-01A	0 years, male, white, stage:Stage I, alive, 491 days	3028.2
TCGA-CR-7395-01A	0 years, female, white, stage:Stage II, alive, 930 days	3023.8
TCGA-F7-A61W-01A	0 years, male, asian, stage:Stage IVA, alive, 14 days	3019.3
TCGA-DQ-5625-01A	0 years, female, white, stage:'--, dead, 1133 days	3015.4
TCGA-CQ-6220-01A	0 years, male, white, stage:Stage III, dead, 985 days	3014.7
TCGA-CV-7183-01A	0 years, male, white, stage:Stage II, alive, 3981 days	3013.7
TCGA-CV-A464-01A	0 years, male, white, stage:Stage III, alive, 1722 days	3005.7
TCGA-MT-A67D-01A	0 years, male, white, stage:Stage II, alive, 56 days	2993.4
TCGA-CN-6024-01A	0 years, male, white, stage:Stage IVA, dead, 337 days	2989.8
TCGA-CN-4725-01A	0 years, male, white, stage:Stage II, alive, 1157 days	2984.7
TCGA-CR-7365-01A	0 years, male, white, stage:Stage IVA, alive, 1191 days	2982.6
TCGA-CN-6992-01A	0 years, male, white, stage:Stage IVA, alive, 1066 days	2979.7
TCGA-UF-A718-01A	0 years, male, white, stage:Stage IVA, alive, 1971 days	2957.8
TCGA-D6-8568-01A	0 years, male, white, stage:Stage II, alive, 759 days	2949.7
TCGA-CV-6938-01A	0 years, male, white, stage:Stage II, dead, 144 days	2940.6
TCGA-UF-A7JH-01A	0 years, male, black or african american, stage:Stage IVA, alive, 896 days	2929.3
TCGA-CR-6482-01A	0 years, male, black or african american, stage:'--, alive, 345 days	2897.9
TCGA-HD-8314-01A	0 years, male, white, stage:Stage III, alive, 670 days	2884.9
TCGA-CV-5977-01A	0 years, male, white, stage:Stage IVA, alive, 1840 days	2838.5
TCGA-HD-7831-01A	0 years, male, white, stage:Stage IVA, alive, 667 days	2834.4
TCGA-CV-A465-01A	0 years, male, white, stage:Stage III, dead, 215 days	2829.3
TCGA-QK-A6VC-01A	0 years, female, black or african american, stage:Stage IVA, alive, 600 days	2811.7
TCGA-CN-6021-01A	0 years, female, white, stage:'--, dead, 276 days	2803.3
TCGA-D6-6826-01A	0 years, female, white, stage:Stage IVA, dead, 348 days	2798.0
TCGA-F7-A622-01A	0 years, male, white, stage:Stage III, dead, 359 days	2780.2
TCGA-HD-A6HZ-01A	0 years, female, white, stage:Stage III, alive, 111 days	2775.1
TCGA-CV-5971-01A	0 years, male, white, stage:Stage IVA, alive, 701 days	2764.7
TCGA-DQ-5624-01A	0 years, female, white, stage:'--, alive, 1778 days	2752.2
TCGA-CV-A45O-01A	0 years, male, white, stage:'--, alive, 851 days	2748.0
TCGA-DQ-7591-01A	0 years, male, white, stage:'--, alive, 622 days	2747.9
TCGA-CV-7101-01A	0 years, male, white, stage:Stage II, dead, 160 days	2746.9
TCGA-CQ-5329-01A	0 years, female, white, stage:Stage II, alive, 2143 days	2736.7
TCGA-MT-A67A-01A	0 years, female, white, stage:Stage I, alive, 914 days	2735.8
TCGA-UF-A7JD-01A	0 years, male, stage:Stage IVA, dead, 739 days	2735.7
TCGA-CR-6477-01A	0 years, female, white, stage:'--, alive, 514 days	2727.0
TCGA-P3-A5QF-01A	0 years, male, white, stage:Stage IVA, dead, 330 days	2703.9
TCGA-CR-7383-01A	0 years, female, white, stage:Stage I, dead, 521 days	2701.2
TCGA-CQ-5333-01A	0 years, male, white, stage:Stage II, dead, 341 days	2696.8
TCGA-CR-6478-01A	0 years, female, white, stage:'--, dead, 183 days	2694.7
TCGA-CV-6951-01A	0 years, male, white, stage:Stage IVA, dead, 915 days	2689.8
TCGA-BA-A6DB-01A	0 years, female, white, stage:Stage I, alive, 216 days	2673.0
TCGA-CN-A6V6-01A	0 years, male, white, stage:Stage IVA, alive, 635 days	2640.3
TCGA-CN-4736-01A	0 years, female, white, stage:'--, dead, 395 days	2627.4
TCGA-CR-7376-01A	0 years, male, white, stage:Stage III, alive, 972 days	2609.9
TCGA-CV-6940-01A	0 years, female, white, stage:Stage III, dead, 804 days	2596.3
TCGA-RS-A6TP-01A	0 years, male, white, stage:Stage II, alive, 516 days	2595.6
TCGA-CV-7422-01A	0 years, female, white, stage:Stage IVA, dead, 1037 days	2594.0
TCGA-CV-7424-01A	0 years, male, asian, stage:Stage IVA, dead, 453 days	2586.7
TCGA-UF-A7JK-01A	0 years, male, stage:Stage IVA, dead, 424 days	2581.5
TCGA-CV-6953-01A	0 years, female, white, stage:Stage III, dead, 1641 days	2579.9
TCGA-CQ-5331-01A	0 years, female, white, stage:'--, alive, 1399 days	2573.6
TCGA-CN-4737-01A	0 years, male, white, stage:Stage IVA, alive, 625 days	2560.2
TCGA-BA-4078-01A	0 years, male, white, stage:'--, dead, 276 days	2556.9
TCGA-BA-5555-01A	0 years, male, black or african american, stage:Stage IVA, alive, 520 days	2555.6
TCGA-P3-A6SX-01A	0 years, male, white, stage:Stage III, dead, 1430 days	2553.9
TCGA-BA-A4IF-01A	0 years, male, white, stage:'--, alive, 895 days	2551.9
TCGA-F7-A50G-01A	0 years, male, white, stage:Stage III, alive, 616 days	2545.9
TCGA-CV-5444-01A	0 years, male, black or african american, stage:Stage IVA, alive, 2437 days	2537.7
TCGA-CR-7364-01A	0 years, male, white, stage:Stage III, alive, 1435 days	2532.3
TCGA-CV-6959-01A	0 years, male, white, stage:Stage III, dead, 256 days	2526.0
TCGA-CN-A63V-01A	0 years, male, white, stage:Stage IVA, alive, 679 days	2524.0
TCGA-BB-4217-01A	0 years, male, black or african american, stage:Stage IVA, alive, 187 days	2509.2
TCGA-CN-5356-01A	0 years, male, white, stage:Stage III, alive, 1409 days	2506.3
TCGA-BB-A5HU-01A	0 years, male, white, stage:Stage IVA, alive, 782 days	2504.3
TCGA-CN-5366-01A	0 years, male, white, stage:Stage IVA, dead, 360 days	2503.6
TCGA-CN-4741-01A	0 years, male, white, stage:Stage IVA, alive, 2239 days	2495.2
TCGA-BA-5557-01A	0 years, female, stage:Stage III, alive, 623 days	2488.3
TCGA-CV-A45U-01A	0 years, male, white, stage:Stage IVA, dead, 1079 days	2466.9
TCGA-BA-A4IH-01A	0 years, male, white, stage:'--, alive, 622 days	2461.9
TCGA-CQ-A4C9-01A	0 years, male, stage:Stage III, alive, 707 days	2446.5
TCGA-CQ-6224-01A	0 years, male, white, stage:Stage IVA, alive, 1721 days	2445.1
TCGA-CN-6023-01A	0 years, male, white, stage:Stage IVA, alive, 1584 days	2437.1
TCGA-CV-A6JZ-01A	0 years, male, white, stage:Stage II, alive, 714 days	2429.8
TCGA-CV-7429-01A	0 years, male, white, stage:Stage IVA, dead, 107 days	2426.4
TCGA-CQ-6225-01A	0 years, male, white, stage:Stage III, dead, 403 days	2425.3
TCGA-CN-5358-01A	0 years, male, white, stage:Stage II, dead, 261 days	2422.2
TCGA-CV-6955-01A	0 years, female, white, stage:Stage II, dead, 334 days	2409.2
TCGA-CV-7425-01A	0 years, female, white, stage:Stage III, dead, 1718 days	2399.5
TCGA-BB-A5HY-01A	0 years, male, white, stage:Stage IVA, dead, 321 days	2368.5
TCGA-CN-4723-01A	0 years, male, white, stage:Stage IVA, alive, 1699 days	2362.9
TCGA-IQ-A6SG-01A	0 years, female, white, stage:Stage III, alive, 579 days	2356.9
TCGA-CV-7095-01A	0 years, female, stage:Stage II, dead, 572 days	2356.4
TCGA-P3-A6SW-01A	0 years, male, white, stage:Stage IVB, alive, 1120 days	2348.8
TCGA-CR-7404-01A	0 years, male, white, stage:'--, alive, 1472 days	2332.7
TCGA-BA-A4II-01A	0 years, male, white, stage:Stage II, alive, 918 days	2331.8
TCGA-CQ-A4C7-01A	0 years, male, white, stage:Stage III, dead, 353 days	2330.1
TCGA-F7-A620-01A	0 years, male, white, stage:Stage III, alive, 543 days	2318.2
TCGA-CN-4729-01A	0 years, male, white, stage:Stage III, alive, 392 days	2312.6
TCGA-CV-7097-01A	0 years, male, white, stage:Stage II, dead, 385 days	2267.6
TCGA-CV-A6JM-01A	0 years, male, white, stage:'--, dead, 194 days	2265.9
TCGA-F7-A623-01A	0 years, male, white, stage:Stage IVA, alive, 616 days	2261.9
TCGA-BA-6873-01A	0 years, male, white, stage:Stage IVA, alive, 122 days	2244.7
TCGA-CV-7416-01A	0 years, female, white, stage:Stage IVA, dead, 763 days	2239.0
TCGA-CV-7421-01A	0 years, male, white, stage:Stage IVA, dead, 2 days	2233.8
TCGA-CV-6962-01A	0 years, male, white, stage:Stage IVA, dead, 126 days	2229.8
TCGA-CV-A6K1-01A	0 years, male, white, stage:Stage IVA, alive, 685 days	2229.3
TCGA-CN-5364-01A	0 years, male, white, stage:Stage IVA, dead, 493 days	2228.5
TCGA-CN-4735-01A	0 years, male, white, stage:Stage IVA, alive, 1737 days	2209.4
TCGA-CV-5966-01A	0 years, female, white, stage:Stage IVA, dead, 545 days	2203.9
TCGA-HD-A4C1-01A	0 years, female, black or african american, stage:Stage IVA, alive, 11 days	2203.4
TCGA-D6-A4ZB-01A	0 years, male, white, stage:Stage III, alive, 376 days	2199.8
TCGA-CR-7374-01A	0 years, female, white, stage:'--, alive, 30 days	2196.8
TCGA-CR-7401-01A	0 years, male, white, stage:Stage I, alive, 1077 days	2190.2
TCGA-CV-7434-01A	0 years, male, white, stage:Stage IVA, dead, 218 days	2187.8
TCGA-BB-4228-01A	0 years, male, white, stage:Stage III, alive, 559 days	2169.0
TCGA-TN-A7HL-01A	0 years, male, white, stage:Stage IVA, alive, 619 days	2165.2
TCGA-CV-7261-01A	0 years, male, white, stage:Stage IVA, alive, 1512 days	2133.0
TCGA-P3-A6T4-01A	0 years, male, white, stage:Stage IVA, dead, 62 days	2130.8
TCGA-CV-6941-01A	0 years, male, white, stage:Stage III, dead, 342 days	2123.6
TCGA-CN-6022-01A	0 years, male, white, stage:Stage IVA, dead, 281 days	2119.2
TCGA-CX-7085-01A	0 years, female, white, stage:Stage I, alive, 321 days	2118.7
TCGA-CR-5249-01A	0 years, female, white, stage:Stage II, alive, 1152 days	2101.6
TCGA-CV-7440-01A	0 years, male, white, stage:Stage II, dead, 675 days	2096.1
TCGA-BA-6871-01A	0 years, male, white, stage:'--, dead, 108 days	2090.7
TCGA-CV-6950-01A	0 years, male, white, stage:Stage IVA, dead, 459 days	2086.4
TCGA-CN-4722-01A	0 years, female, white, stage:Stage II, alive, 1483 days	2083.1
TCGA-T3-A92M-01A	0 years, male, black or african american, stage:Stage IVA, alive, 417 days	2071.4
TCGA-UF-A7JA-01A	0 years, female, white, stage:Stage IVA, alive, 2265 days	2071.2
TCGA-CN-5355-01A	0 years, male, black or african american, stage:Stage IVA, alive, 1278 days	2068.9
TCGA-CN-4740-01A	0 years, female, white, stage:Stage IVA, dead, 839 days	2068.8
TCGA-CN-4739-01A	0 years, male, white, stage:Stage IVA, dead, 1394 days	2056.9
TCGA-CN-5370-01A	0 years, male, white, stage:Stage III, dead, 259 days	2056.2
TCGA-CV-5439-01A	0 years, male, white, stage:Stage IVA, dead, 546 days	2050.6
TCGA-TN-A7HI-01A	0 years, male, white, stage:Stage IVA, alive, 412 days	2037.2
TCGA-DQ-7588-01A	0 years, male, white, stage:'--, dead, 427 days	2021.4
TCGA-CQ-7072-01A	0 years, male, white, stage:Stage II, alive, 2359 days	2020.7
TCGA-CQ-6223-01A	0 years, male, white, stage:Stage II, alive, 1428 days	2016.8
TCGA-IQ-7630-01A	0 years, male, white, stage:Stage II, alive, 485 days	1998.7
TCGA-CR-6484-01A	0 years, female, asian, stage:Stage IVA, alive, 354 days	1984.1
TCGA-CV-5436-01A	0 years, male, stage:Stage IVA, dead, 584 days	1981.0
TCGA-CN-4726-01A	0 years, male, white, stage:Stage IVA, dead, 142 days	1969.9
TCGA-BA-6870-01A	0 years, female, black or african american, stage:'--, dead, 451 days	1961.7
TCGA-BB-4223-01A	0 years, male, white, stage:Stage IVA, alive, 3221 days	1953.9
TCGA-CR-6488-01A	0 years, female, white, stage:Stage II, alive, 379 days	1943.9
TCGA-CR-7397-01A	0 years, male, white, stage:Stage IVA, alive, 754 days	1942.8
TCGA-CV-7415-01A	0 years, male, white, stage:Stage IVA, dead, 695 days	1937.7
TCGA-QK-A8Z7-01A	0 years, male, black or african american, stage:Stage IVA, alive, 392 days	1935.1
TCGA-CQ-6229-01A	0 years, male, white, stage:Stage II, alive, 1179 days	1931.8
TCGA-CN-6018-01A	0 years, female, white, stage:Stage IVA, dead, 580 days	1915.5
TCGA-CV-A6JE-01A	0 years, male, white, stage:'--, alive, 1075 days	1912.5
TCGA-CN-6988-01A	0 years, male, white, stage:Stage IVA, alive, 318 days	1904.4
TCGA-CV-7263-01A	0 years, male, black or african american, stage:Stage II, dead, 560 days	1904.3
TCGA-CN-A49A-01A	0 years, male, white, stage:Stage IVB, dead, 526 days	1894.2
TCGA-CV-7411-01A	0 years, female, white, stage:Stage IVA, dead, 2717 days	1890.1
TCGA-CN-4734-01A	0 years, male, white, stage:Stage II, alive, 1690 days	1886.8
TCGA-CN-5367-01A	0 years, female, white, stage:Stage IVA, dead, 352 days	1859.1
TCGA-CX-7082-01A	0 years, male, white, stage:Stage IVA, dead, 11 days	1856.4
TCGA-CV-6942-01A	0 years, female, white, stage:Stage II, alive, 4282 days	1853.9
TCGA-CN-6996-01A	0 years, female, white, stage:Stage IVA, dead, 530 days	1837.8
TCGA-CR-5250-01A	0 years, male, white, stage:'--, alive, 799 days	1827.3
TCGA-CV-7090-01A	0 years, male, white, stage:Stage II, alive, 5252 days	1806.0
TCGA-CR-7373-01A	0 years, male, white, stage:Stage IVA, alive, 889 days	1800.1
TCGA-CR-7393-01A	0 years, male, white, stage:Stage III, alive, 993 days	1798.1
TCGA-CN-6017-01A	0 years, male, white, stage:Stage IVA, dead, 853 days	1784.7
TCGA-CR-7391-01A	0 years, female, white, stage:Stage I, alive, 913 days	1776.2
TCGA-T3-A92N-01A	0 years, male, black or african american, stage:Stage IVA, dead, 95 days	1750.9
TCGA-CN-5361-01A	0 years, male, white, stage:Stage IVA, dead, 2120 days	1750.5
TCGA-CR-7394-01A	0 years, male, white, stage:Stage IVA, alive, 1346 days	1749.6
TCGA-CN-5363-01A	0 years, male, black or african american, stage:Stage IVB, dead, 253 days	1733.4
TCGA-CN-4742-01A	0 years, female, white, stage:Stage IVA, dead, 397 days	1711.3
TCGA-CN-4733-01A	0 years, male, white, stage:Stage III, alive, 1586 days	1708.7
TCGA-CQ-5330-01A	0 years, female, white, stage:Stage IVA, alive, 1897 days	1703.2
TCGA-CN-5360-01A	0 years, male, white, stage:Stage IVA, alive, 2169 days	1702.3
TCGA-CV-7414-01A	0 years, male, white, stage:Stage IVA, dead, 14 days	1699.5
TCGA-CV-7427-01A	0 years, female, white, stage:Stage II, dead, 4760 days	1683.5
TCGA-BB-4224-01A	0 years, male, white, stage:Stage IVA, alive, 278 days	1683.0
TCGA-H7-7774-01A	0 years, female, white, stage:Stage IVA, alive, 407 days	1662.9
TCGA-CV-7178-01A	0 years, female, white, stage:Stage IVA, dead, 2166 days	1653.1
TCGA-CV-5431-01A	0 years, male, white, stage:Stage IVA, dead, 522 days	1649.7
TCGA-CV-5441-01A	0 years, male, white, stage:Stage IVA, alive, 2886 days	1643.9
TCGA-UP-A6WW-01A	0 years, male, white, stage:'--, alive, 518 days	1621.8
TCGA-BA-5558-01A	0 years, male, white, stage:'--, alive, 1995 days	1620.1
TCGA-CR-7372-01A	0 years, male, white, stage:Stage I, alive, 759 days	1608.9
TCGA-CR-6470-01A	0 years, male, white, stage:Stage II, alive, 1521 days	1599.6
TCGA-CQ-A4CE-01A	0 years, female, stage:Stage II, alive, 897 days	1590.5
TCGA-CV-7410-01A	0 years, male, white, stage:Stage III, dead, 6417 days	1587.0
TCGA-CR-7385-01A	0 years, male, white, stage:'--, alive, 997 days	1570.5
TCGA-KU-A6H8-01A	0 years, male, white, stage:Stage IVA, dead, 327 days	1557.9
TCGA-CQ-5325-01A	0 years, male, white, stage:Stage I, dead, 654 days	1545.0
TCGA-QK-A6VB-01A	0 years, male, white, stage:Stage IVA, alive, 641 days	1504.4
TCGA-CR-7379-01A	0 years, female, white, stage:Stage IVA, alive, 1036 days	1494.5
TCGA-MT-A51X-01A	0 years, male, white, stage:Stage IVA, alive, 242 days	1467.5
TCGA-CR-5248-01A	0 years, male, white, stage:'--, alive, 1663 days	1466.9
TCGA-QK-A8ZB-01A	0 years, male, black or african american, stage:Stage IVA, alive, 542 days	1439.6
TCGA-CR-6467-01A	0 years, male, white, stage:Stage III, alive, 1777 days	1422.5
TCGA-QK-A6V9-01A	0 years, male, white, stage:Stage II, alive, 833 days	1412.8
TCGA-CV-5430-01A	0 years, male, white, stage:Stage IVA, alive, 4241 days	1394.8
TCGA-MZ-A5BI-01A	0 years, male, white, stage:'--, dead, 217 days	1391.1
TCGA-BA-5559-01A	0 years, male, white, stage:'--, dead, 2083 days	1380.9
TCGA-CV-6954-01A	0 years, male, black or african american, stage:Stage IVA, dead, 2002 days	1350.5
TCGA-WA-A7GZ-01A	0 years, male, white, stage:'--, dead, 625 days	1343.6
TCGA-UF-A7JJ-01A	0 years, male, stage:Stage IVA, alive, 549 days	1326.9
TCGA-CV-6948-01A	0 years, female, white, stage:Stage IVB, dead, 1289 days	1304.1
TCGA-CV-A463-01A	0 years, female, white, stage:Stage IVA, dead, 23 days	1285.7
TCGA-CV-5443-01A	0 years, male, black or african american, stage:Stage III, alive, 2784 days	1276.4
TCGA-CX-7086-01A	0 years, male, black or african american, stage:Stage III, alive, 573 days	1276.1
TCGA-CV-7568-01A	0 years, female, white, stage:Stage IVA, dead, 927 days	1267.2
TCGA-D6-6515-01A	0 years, female, white, stage:Stage II, dead, 403 days	1257.6
TCGA-CR-7386-01A	0 years, male, white, stage:Stage IVA, alive, 1430 days	1253.1
TCGA-CR-7377-01A	0 years, male, white, stage:Stage IVA, dead, 279 days	1251.5
TCGA-CR-7367-01A	0 years, male, white, stage:Stage IVA, alive, 1440 days	1231.2
TCGA-CV-A45V-01A	0 years, female, white, stage:Stage IVA, dead, 32 days	1215.9
TCGA-CR-5243-01A	0 years, male, white, stage:'--, alive, 2562 days	1188.2
TCGA-CR-7380-01A	0 years, male, white, stage:Stage IVB, dead, 606 days	1123.5
TCGA-CN-6011-01A	0 years, male, white, stage:Stage IVA, alive, 933 days	1092.3
TCGA-CX-A4AQ-01A	0 years, male, white, stage:Stage IVA, alive, 1555 days	1074.5
TCGA-CR-7392-01A	0 years, female, white, stage:Stage IVA, alive, 1425 days	1070.7
TCGA-C9-A47Z-01A	0 years, female, asian, stage:Stage III, dead, 191 days	1044.5
TCGA-BA-5153-01A	0 years, male, white, stage:'--, dead, 1762 days	1037.7
TCGA-DQ-7592-01A	0 years, male, american indian or alaska native, stage:'--, alive, 1143 days	1007.1
TCGA-CV-A6JY-01A	0 years, male, white, stage:Stage IVA, alive, 646 days	999.6
TCGA-QK-AA3K-01A	0 years, male, black or african american, stage:Stage IVA, alive, 253 days	999.2
TCGA-CV-5970-01A	0 years, male, white, stage:Stage IVA, dead, 406 days	997.5
TCGA-CR-6481-01A	0 years, male, white, stage:'--, alive, 311 days	899.8
TCGA-P3-A5QE-01A	0 years, male, white, stage:Stage III, alive, 1559 days	898.6
TCGA-CR-7399-01A	0 years, female, white, stage:Stage IVA, alive, 181 days	890.6
TCGA-QK-A6IF-01A	0 years, male, white, stage:'--, alive, 704 days	852.7
TCGA-D6-6827-01A	0 years, female, white, stage:Stage I, alive, 568 days	834.3
TCGA-CV-A45W-01A	0 years, male, white, stage:Stage II, dead, 1398 days	822.9
TCGA-CV-7253-01A	0 years, male, black or african american, stage:Stage IVA, dead, 361 days	809.3
TCGA-CR-7368-01A	0 years, male, white, stage:Stage IVA, alive, 1245 days	766.2
TCGA-BB-4225-01A	0 years, male, white, stage:'--, alive, 146 days	637.4
TCGA-CR-6487-01A	0 years, male, white, stage:Stage I, alive, 234 days	566.0
TCGA-HD-A634-01A	0 years, male, white, stage:Stage IVA, dead, 130 days	479.4
Show allShow less

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

Number of samples

183

Samples

Sample ID	Sample type	nRPX
CPT0194960003	Tumor	1.2
CPT0245680003	Tumor	1.1
CPT0194420003	Tumor	1.0
CPT0011290003	Tumor	0.9
CPT0196210003	Tumor	0.9
CPT0008960003	Normal	0.9
CPT0222360003	Tumor	0.8
CPT0241980004	Tumor	0.7
CPT0243090003	Tumor	0.6
CPT0011320003	Normal	0.6
CPT0236620003	Tumor	0.5
CPT0177010003	Tumor	0.5
CPT0008930003	Tumor	0.5
CPT0194800003	Normal	0.4
CPT0245500003	Tumor	0.4
CPT0199700003	Tumor	0.4
CPT0245180003	Tumor	0.3
CPT0246670003	Tumor	0.3
CPT0190850003	Tumor	0.3
CPT0245730003	Tumor	0.3
CPT0278700002	Normal	0.3
CPT0248520003	Tumor	0.3
CPT0163720003	Normal	0.3
CPT0245230004	Tumor	0.3
CPT0008520008	Tumor	0.3
CPT0195680003	Tumor	0.3
CPT0242000004	Normal	0.2
C3N-02693-06	Normal	0.2
CPT0169640003	Tumor	0.2
CPT0013030003	Normal	0.2
CPT0095040003	Tumor	0.2
CPT0094490004	Tumor	0.2
CPT0084630009	Tumor	0.2
CPT0008630003	Tumor	0.2
CPT0088060004	Tumor	0.2
CPT0094280004	Tumor	0.2
CPT0195860003	Tumor	0.2
CPT0245600003	Tumor	0.2
CPT0237130004	Tumor	0.1
CPT0163600003	Tumor	0.1
CPT0199820003	Tumor	0.1
CPT0236850004	Tumor	0.1
CPT0163340003	Tumor	0.1
CPT0199710003	Normal	0.1
CPT0199880003	Tumor	0.1
CPT0176770003	Tumor	0.1
CPT0201830004	Tumor	0.1
CPT0024810003	Tumor	0.0
CPT0237620004	Tumor	0.0
CPT0235470002	Normal	0.0
CPT0162890003	Tumor	0.0
CPT0223450003	Tumor	0.0
CPT0013210004	Tumor	0.0
CPT0256560003	Tumor	0.0
CPT0163740003	Tumor	0.0
CPT0094560004	Tumor	0.0
CPT0196040003	Tumor	0.0
CPT0123190003	Normal	0.0
CPT0246540003	Tumor	0.0
CPT0123180003	Tumor	0.0
CPT0169920003	Normal	0.0
CPT0222200003	Normal	0.0
CPT0094350004	Tumor	0.0
CPT0184530003	Tumor	0.0
CPT0226350003	Normal	0.0
CPT0207870004	Tumor	-0.1
CPT0235460003	Tumor	-0.1
CPT0169890003	Tumor	-0.1
CPT0245010003	Tumor	-0.1
CPT0245020003	Normal	-0.1
CPT0248350003	Normal	-0.1
CPT0220610003	Tumor	-0.1
CPT0199890003	Normal	-0.1
CPT0195880003	Normal	-0.1
CPT0088410003	Tumor	-0.1
CPT0245060004	Tumor	-0.1
CPT0248330003	Tumor	-0.1
CPT0123260003	Tumor	-0.1
CPT0163790003	Tumor	-0.1
CPT0177200003	Tumor	-0.2
CPT0087990003	Tumor	-0.2
CPT0169730003	Tumor	-0.2
CPT0245550003	Tumor	-0.2
CPT0194260003	Normal	-0.2
CPT0196060003	Normal	-0.2
CPT0245140003	Normal	-0.2
CPT0088080003	Normal	-0.2
CPT0226400003	Normal	-0.2
CPT0163610003	Normal	-0.2
CPT0177220003	Normal	-0.3
CPT0226450003	Normal	-0.3
CPT0237150003	Normal	-0.3
CPT0011130005	Tumor	-0.3
CPT0223460003	Normal	-0.3
CPT0190860003	Normal	-0.3
CPT0226390003	Tumor	-0.3
CPT0088010003	Normal	-0.3
CPT0236870003	Normal	-0.3
CPT0163170003	Normal	-0.3
CPT0163860003	Normal	-0.3
CPT0226270003	Normal	-0.3
CPT0195700003	Normal	-0.3
CPT0245300003	Tumor	-0.3
CPT0220620003	Normal	-0.3
CPT0194250003	Tumor	-0.3
CPT0087820003	Tumor	-0.3
CPT0084650004	Normal	-0.3
C3N-01620-05	Normal	-0.3
CPT0163800003	Normal	-0.3
CPT0163530003	Tumor	-0.3
CPT0243140004	Normal	-0.3
CPT0236640003	Normal	-0.3
C3N-04276-06	Normal	-0.4
CPT0013250003	Normal	-0.4
C3N-04275-05	Normal	-0.4
CPT0163480003	Tumor	-0.4
CPT0177390003	Tumor	-0.4
CPT0199830003	Normal	-0.4
CPT0245190003	Normal	-0.4
CPT0163840003	Tumor	-0.4
CPT0281470002	Normal	-0.4
CPT0163250003	Normal	-0.4
CPT0245400003	Tumor	-0.4
CPT0094580003	Normal	-0.4
CPT0163650003	Tumor	-0.4
CPT0163160003	Tumor	-0.4
CPT0127050003	Tumor	-0.4
CPT0229220002	Normal	-0.4
CPT0163490003	Normal	-0.4
CPT0088430003	Normal	-0.4
CPT0226440003	Tumor	-0.5
CPT0261520003	Tumor	-0.5
CPT0226090003	Normal	-0.5
CPT0237500003	Normal	-0.5
CPT0163240003	Tumor	-0.5
CPT0094420004	Tumor	-0.5
CPT0177710003	Tumor	-0.5
CPT0244890004	Tumor	-0.5
CPT0237640003	Normal	-0.5
CPT0237480004	Tumor	-0.5
CPT0201860004	Normal	-0.5
CPT0163410003	Tumor	-0.5
C3N-01859-04	Normal	-0.5
CPT0244940004	Tumor	-0.5
CPT0226130003	Tumor	-0.5
CPT0226340003	Tumor	-0.5
CPT0235910003	Tumor	-0.5
CPT0013000004	Tumor	-0.5
CPT0250310003	Tumor	-0.6
C3N-04279-05	Normal	-0.6
CPT0235920003	Normal	-0.6
CPT0245560003	Normal	-0.6
CPT0123280003	Normal	-0.6
CPT0163430003	Normal	-0.6
CPT0222180003	Tumor	-0.6
CPT0162940003	Tumor	-0.6
CPT0013430003	Tumor	-0.6
CPT0246620003	Tumor	-0.6
CPT0245630003	Tumor	-0.6
C3N-00295-05	Normal	-0.6
CPT0245450003	Tumor	-0.6
CPT0163910003	Tumor	-0.6
C3N-00857-05	Normal	-0.6
CPT0245130003	Tumor	-0.6
CPT0194790003	Tumor	-0.7
CPT0013460003	Normal	-0.7
CPT0245410003	Normal	-0.7
CPT0226250004	Tumor	-0.7
CPT0013130003	Tumor	-0.7
CPT0163090003	Tumor	-0.7
CPT0245460003	Normal	-0.8
C3N-01758-04	Normal	-0.8
CPT0163020003	Normal	-0.8
CPT0226030003	Tumor	-0.9
CPT0169740004	Normal	-0.9
CPT0223970003	Tumor	-1.1
CPT0162990004	Tumor	-1.1
CPT0245350003	Tumor	-1.3
CPT0246590003	Tumor	-1.5
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 HPA007575	Antibody CAB002601	Antibody CAB040549
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 Adenoma, NOS
Adenocarcinoma, NOS
Neoplasm, malignant, NOS