Expression of RPS20 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

RPS20 is not prognostic in Head and Neck Squamous Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 1770.6

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

2661.5

Number of samples

492

Samples

Sample	Description	TPM
TCGA-KU-A66S-01A	0 years, female, white, stage:Stage III, dead, 406 days	8109.6
TCGA-TN-A7HI-01A	0 years, male, white, stage:Stage IVA, alive, 412 days	7511.4
TCGA-HD-A634-01A	0 years, male, white, stage:Stage IVA, dead, 130 days	7486.3
TCGA-D6-A6EN-01A	0 years, male, white, stage:Stage III, alive, 687 days	6841.0
TCGA-D6-A6EP-01A	0 years, male, white, stage:Stage III, alive, 424 days	6795.3
TCGA-QK-A6II-01A	0 years, male, white, stage:Stage IVA, dead, 284 days	6734.3
TCGA-CN-A642-01A	0 years, male, white, stage:Stage IVB, dead, 82 days	6384.3
TCGA-BA-7269-01A	0 years, male, white, stage:Stage III, alive, 1273 days	6348.2
TCGA-F7-8298-01A	0 years, male, white, stage:Stage I, alive, 995 days	6029.5
TCGA-T3-A92N-01A	0 years, male, black or african american, stage:Stage IVA, dead, 95 days	6015.7
TCGA-CQ-6225-01A	0 years, male, white, stage:Stage III, dead, 403 days	5914.5
TCGA-CV-6948-01A	0 years, female, white, stage:Stage IVB, dead, 1289 days	5884.0
TCGA-CV-A6JE-01A	0 years, male, white, stage:'--, alive, 1075 days	5841.6
TCGA-CV-7421-01A	0 years, male, white, stage:Stage IVA, dead, 2 days	5802.1
TCGA-MZ-A7D7-01A	0 years, male, white, stage:Stage IVA, alive, 547 days	5713.4
TCGA-BB-4228-01A	0 years, male, white, stage:Stage III, alive, 559 days	5700.1
TCGA-CV-7440-01A	0 years, male, white, stage:Stage II, dead, 675 days	5400.7
TCGA-UF-A7JS-01A	0 years, male, white, stage:Stage IVA, dead, 680 days	5385.3
TCGA-CV-A6JD-01A	0 years, female, white, stage:'--, dead, 182 days	5365.7
TCGA-CN-A63V-01A	0 years, male, white, stage:Stage IVA, alive, 679 days	5350.4
TCGA-F7-A624-01A	0 years, male, white, stage:Stage II, alive, 378 days	5349.4
TCGA-CV-A6JM-01A	0 years, male, white, stage:'--, dead, 194 days	5338.5
TCGA-D6-A6EQ-01A	0 years, male, white, stage:Stage IVA, alive, 368 days	5337.5
TCGA-BB-4227-01A	0 years, male, white, stage:Stage IVA, alive, 134 days	5333.0
TCGA-CV-5441-01A	0 years, male, white, stage:Stage IVA, alive, 2886 days	5024.1
TCGA-CV-5430-01A	0 years, male, white, stage:Stage IVA, alive, 4241 days	4941.1
TCGA-D6-A6ES-01A	0 years, male, white, stage:Stage IVA, alive, 389 days	4936.4
TCGA-CN-6024-01A	0 years, male, white, stage:Stage IVA, dead, 337 days	4891.5
TCGA-CV-6441-01A	0 years, male, white, stage:Stage III, dead, 292 days	4853.8
TCGA-UF-A7JH-01A	0 years, male, black or african american, stage:Stage IVA, alive, 896 days	4790.2
TCGA-CN-A63W-01A	0 years, female, white, stage:Stage IVA, dead, 377 days	4724.8
TCGA-RS-A6TO-01A	0 years, female, white, stage:Stage IVA, dead, 387 days	4683.2
TCGA-BB-8601-01A	0 years, male, black or african american, stage:Stage III, alive, 624 days	4631.3
TCGA-CQ-5330-01A	0 years, female, white, stage:Stage IVA, alive, 1897 days	4533.4
TCGA-CQ-A4CI-01A	0 years, male, white, stage:Stage III, alive, 950 days	4531.7
TCGA-CR-6473-01A	0 years, male, white, stage:'--, alive, 1125 days	4480.0
TCGA-CV-A45Z-01A	0 years, male, white, stage:'--, dead, 1466 days	4402.7
TCGA-BB-4224-01A	0 years, male, white, stage:Stage IVA, alive, 278 days	4400.7
TCGA-UF-A7JA-01A	0 years, female, white, stage:Stage IVA, alive, 2265 days	4395.9
TCGA-BB-A5HU-01A	0 years, male, white, stage:Stage IVA, alive, 782 days	4371.0
TCGA-CQ-7072-01A	0 years, male, white, stage:Stage II, alive, 2359 days	4317.5
TCGA-DQ-7588-01A	0 years, male, white, stage:'--, dead, 427 days	4293.0
TCGA-UF-A7JF-01A	0 years, male, white, stage:Stage IVA, alive, 1686 days	4259.2
TCGA-QK-AA3K-01A	0 years, male, black or african american, stage:Stage IVA, alive, 253 days	4232.7
TCGA-D6-A6EM-01A	0 years, female, white, stage:Stage III, alive, 232 days	4190.4
TCGA-CV-A6JN-01A	0 years, male, white, stage:'--, alive, 906 days	4129.4
TCGA-F7-A50I-01A	0 years, male, white, stage:Stage IVA, alive, 92 days	4114.4
TCGA-CV-5436-01A	0 years, male, stage:Stage IVA, dead, 584 days	4078.7
TCGA-BB-A6UO-01A	0 years, female, white, stage:Stage IVA, dead, 268 days	4050.5
TCGA-CV-5977-01A	0 years, male, white, stage:Stage IVA, alive, 1840 days	4016.6
TCGA-UF-A71A-01A	0 years, male, white, stage:Stage IVA, dead, 86 days	3995.2
TCGA-CV-7428-01A	0 years, male, white, stage:Stage IVA, dead, 1671 days	3958.7
TCGA-CX-A4AQ-01A	0 years, male, white, stage:Stage IVA, alive, 1555 days	3956.9
TCGA-CV-6937-01A	0 years, male, white, stage:Stage II, dead, 624 days	3930.9
TCGA-UF-A718-01A	0 years, male, white, stage:Stage IVA, alive, 1971 days	3918.5
TCGA-CR-7399-01A	0 years, female, white, stage:Stage IVA, alive, 181 days	3914.1
TCGA-BA-4075-01A	0 years, male, black or african american, stage:Stage III, dead, 283 days	3912.5
TCGA-CV-7407-01A	0 years, female, white, stage:Stage II, dead, 1081 days	3904.4
TCGA-QK-A6IG-01A	0 years, male, white, stage:Stage III, dead, 222 days	3897.6
TCGA-4P-AA8J-01A	0 years, male, black or african american, stage:Stage IVA, alive, 102 days	3879.4
TCGA-CR-7383-01A	0 years, female, white, stage:Stage I, dead, 521 days	3871.1
TCGA-CN-4731-01A	0 years, female, white, stage:Stage IVA, dead, 998 days	3870.2
TCGA-T2-A6WZ-01A	0 years, male, white, stage:'--, dead, 484 days	3858.4
TCGA-D6-6827-01A	0 years, female, white, stage:Stage I, alive, 568 days	3858.1
TCGA-CN-5363-01A	0 years, male, black or african american, stage:Stage IVB, dead, 253 days	3838.8
TCGA-CQ-A4C9-01A	0 years, male, stage:Stage III, alive, 707 days	3835.4
TCGA-QK-A6VC-01A	0 years, female, black or african american, stage:Stage IVA, alive, 600 days	3834.3
TCGA-MT-A7BN-01A	0 years, male, white, stage:Stage IVA, alive, 469 days	3805.6
TCGA-BA-A4II-01A	0 years, male, white, stage:Stage II, alive, 918 days	3776.5
TCGA-CV-7235-01A	0 years, male, white, stage:Stage II, alive, 2347 days	3761.1
TCGA-CQ-A4CH-01A	0 years, male, asian, stage:Stage II, dead, 379 days	3718.5
TCGA-CV-5440-01A	0 years, male, white, stage:Stage IVA, alive, 3270 days	3693.3
TCGA-BB-4223-01A	0 years, male, white, stage:Stage IVA, alive, 3221 days	3690.4
TCGA-CQ-6219-01A	0 years, female, white, stage:Stage IVA, dead, 479 days	3686.9
TCGA-BB-A5HY-01A	0 years, male, white, stage:Stage IVA, dead, 321 days	3664.8
TCGA-CV-7437-01A	0 years, male, stage:Stage II, dead, 506 days	3650.8
TCGA-CV-5966-01A	0 years, female, white, stage:Stage IVA, dead, 545 days	3617.8
TCGA-TN-A7HL-01A	0 years, male, white, stage:Stage IVA, alive, 619 days	3600.1
TCGA-CQ-6224-01A	0 years, male, white, stage:Stage IVA, alive, 1721 days	3590.3
TCGA-T2-A6X2-01A	0 years, male, white, stage:Stage III, alive, 987 days	3579.4
TCGA-CN-5374-01A	0 years, female, white, stage:Stage IVA, dead, 1732 days	3577.2
TCGA-H7-8501-01A	0 years, male, white, stage:Stage IVA, alive, 461 days	3576.5
TCGA-CV-A6JU-01A	0 years, female, white, stage:Stage IVB, alive, 110 days	3554.7
TCGA-CV-7247-01A	0 years, male, white, stage:Stage III, dead, 577 days	3548.5
TCGA-F7-A620-01A	0 years, male, white, stage:Stage III, alive, 543 days	3534.6
TCGA-CR-6472-01A	0 years, male, white, stage:'--, alive, 1050 days	3528.5
TCGA-BA-A4IH-01A	0 years, male, white, stage:'--, alive, 622 days	3506.4
TCGA-CV-7178-01A	0 years, female, white, stage:Stage IVA, dead, 2166 days	3474.3
TCGA-CV-6962-01A	0 years, male, white, stage:Stage IVA, dead, 126 days	3473.0
TCGA-CN-A63T-01A	0 years, male, white, stage:Stage IVA, alive, 225 days	3464.7
TCGA-CQ-7068-01A	0 years, female, white, stage:Stage II, alive, 1309 days	3455.1
TCGA-UF-A7JV-01A	0 years, female, white, stage:Stage IVA, dead, 90 days	3436.7
TCGA-IQ-A61G-01A	0 years, male, white, stage:Stage IVA, alive, 360 days	3434.6
TCGA-CV-6960-01A	0 years, male, black or african american, stage:Stage III, dead, 862 days	3419.8
TCGA-CN-A6UY-01A	0 years, male, white, stage:Stage IVA, alive, 713 days	3409.1
TCGA-CV-7438-01A	0 years, female, white, stage:Stage I, dead, 194 days	3379.6
TCGA-D6-A6EO-01A	0 years, male, white, stage:Stage IVA, alive, 759 days	3362.8
TCGA-CV-5442-01A	0 years, female, white, stage:Stage IVA, alive, 2327 days	3317.1
TCGA-D6-6823-01A	0 years, male, white, stage:Stage II, alive, 701 days	3311.8
TCGA-DQ-5625-01A	0 years, female, white, stage:'--, dead, 1133 days	3301.9
TCGA-P3-A6T6-01A	0 years, male, white, stage:Stage IVA, dead, 395 days	3301.7
TCGA-CQ-A4C7-01A	0 years, male, white, stage:Stage III, dead, 353 days	3298.7
TCGA-CV-A6K1-01A	0 years, male, white, stage:Stage IVA, alive, 685 days	3296.8
TCGA-BA-A4IG-01A	0 years, male, white, stage:'--, alive, 855 days	3258.5
TCGA-KU-A6H7-01A	0 years, female, white, stage:Stage IVA, alive, 586 days	3257.5
TCGA-CV-7263-01A	0 years, male, black or african american, stage:Stage II, dead, 560 days	3257.0
TCGA-CQ-A4CG-01A	0 years, female, white, stage:Stage III, dead, 430 days	3235.3
TCGA-CN-6022-01A	0 years, male, white, stage:Stage IVA, dead, 281 days	3229.5
TCGA-CV-7254-01A	0 years, male, white, stage:Stage II, dead, 1459 days	3222.1
TCGA-CQ-6228-01A	0 years, female, white, stage:Stage IVA, dead, 456 days	3221.1
TCGA-HD-8635-01A	0 years, female, white, stage:Stage III, alive, 695 days	3215.6
TCGA-BA-A6DL-01A	0 years, male, white, stage:'--, alive, 623 days	3207.4
TCGA-QK-A6IH-01A	0 years, female, white, stage:Stage IVB, alive, 653 days	3203.9
TCGA-CN-A63U-01A	0 years, male, white, stage:Stage IVA, alive, 964 days	3167.9
TCGA-CN-4729-01A	0 years, male, white, stage:Stage III, alive, 392 days	3152.1
TCGA-BA-6871-01A	0 years, male, white, stage:'--, dead, 108 days	3149.7
TCGA-CQ-A4CB-01A	0 years, male, stage:Stage III, alive, 893 days	3148.0
TCGA-CN-4730-01A	0 years, male, white, stage:Stage IVA, alive, 817 days	3144.8
TCGA-QK-A6VB-01A	0 years, male, white, stage:Stage IVA, alive, 641 days	3144.0
TCGA-P3-A5QE-01A	0 years, male, white, stage:Stage III, alive, 1559 days	3137.5
TCGA-H7-8502-01A	0 years, male, white, stage:Stage IVA, alive, 458 days	3133.0
TCGA-CV-7432-01A	0 years, male, white, stage:Stage II, dead, 2570 days	3128.0
TCGA-CV-5976-01A	0 years, male, white, stage:Stage IVA, alive, 1478 days	3105.5
TCGA-CN-4735-01A	0 years, male, white, stage:Stage IVA, alive, 1737 days	3102.9
TCGA-CR-7379-01A	0 years, female, white, stage:Stage IVA, alive, 1036 days	3086.7
TCGA-CV-7253-01A	0 years, male, black or african american, stage:Stage IVA, dead, 361 days	3085.0
TCGA-T2-A6WX-01A	0 years, female, white, stage:'--, dead, 209 days	3084.0
TCGA-P3-A5QA-01A	0 years, male, stage:Stage I, alive, 2182 days	3081.9
TCGA-UP-A6WW-01A	0 years, male, white, stage:'--, alive, 518 days	3079.5
TCGA-HD-A633-01A	0 years, male, white, stage:Stage IVA, alive, 421 days	3057.4
TCGA-D6-6517-01A	0 years, male, white, stage:Stage III, alive, 292 days	3052.3
TCGA-CV-7434-01A	0 years, male, white, stage:Stage IVA, dead, 218 days	3050.0
TCGA-CR-6493-01A	0 years, male, black or african american, stage:Stage IVA, dead, 282 days	3049.1
TCGA-D6-8568-01A	0 years, male, white, stage:Stage II, alive, 759 days	3046.0
TCGA-D6-A6EK-01A	0 years, male, white, stage:Stage III, alive, 875 days	3037.8
TCGA-CV-6941-01A	0 years, male, white, stage:Stage III, dead, 342 days	3028.5
TCGA-QK-A6IJ-01A	0 years, male, white, stage:Stage III, alive, 387 days	3027.9
TCGA-CV-5444-01A	0 years, male, black or african american, stage:Stage IVA, alive, 2437 days	3023.1
TCGA-BB-A5HZ-01A	0 years, male, white, stage:Stage IVA, alive, 827 days	3021.5
TCGA-CN-A49B-01A	0 years, male, white, stage:Stage III, alive, 904 days	3021.1
TCGA-CN-6994-01A	0 years, male, white, stage:Stage IVA, alive, 1183 days	3017.7
TCGA-P3-A6T3-01A	0 years, male, white, stage:Stage IVA, dead, 577 days	3013.4
TCGA-P3-A5Q5-01A	0 years, male, white, stage:Stage IVA, alive, 910 days	3006.4
TCGA-CN-5366-01A	0 years, male, white, stage:Stage IVA, dead, 360 days	2999.4
TCGA-CV-7429-01A	0 years, male, white, stage:Stage IVA, dead, 107 days	2983.3
TCGA-CN-A49A-01A	0 years, male, white, stage:Stage IVB, dead, 526 days	2980.1
TCGA-CV-A6JZ-01A	0 years, male, white, stage:Stage II, alive, 714 days	2975.9
TCGA-CV-6433-01A	0 years, male, white, stage:Stage II, alive, 641 days	2973.9
TCGA-UF-A7JT-01A	0 years, female, white, stage:Stage IVA, dead, 993 days	2971.9
TCGA-IQ-A61I-01A	0 years, male, black or african american, stage:Stage IVA, dead, 2 days	2964.9
TCGA-BA-6873-01A	0 years, male, white, stage:Stage IVA, alive, 122 days	2958.2
TCGA-CV-5432-01A	0 years, male, white, stage:Stage III, alive, 3930 days	2952.8
TCGA-BA-4074-01A	0 years, male, white, stage:Stage IVA, dead, 462 days	2938.0
TCGA-C9-A480-01A	0 years, female, asian, stage:Stage III, alive, 386 days	2929.3
TCGA-MZ-A5BI-01A	0 years, male, white, stage:'--, dead, 217 days	2921.8
TCGA-CV-6940-01A	0 years, female, white, stage:Stage III, dead, 804 days	2910.2
TCGA-CV-A45T-01A	0 years, female, white, stage:'--, dead, 4856 days	2910.2
TCGA-CN-4740-01A	0 years, female, white, stage:Stage IVA, dead, 839 days	2908.2
TCGA-BA-A6D8-01A	0 years, male, black or african american, stage:Stage IVA, alive, 850 days	2907.0
TCGA-CV-6951-01A	0 years, male, white, stage:Stage IVA, dead, 915 days	2891.6
TCGA-HD-7832-01A	0 years, male, white, stage:Stage IVA, alive, 836 days	2890.2
TCGA-D6-A74Q-01A	0 years, male, white, stage:Stage IVA, alive, 710 days	2884.6
TCGA-QK-A6IF-01A	0 years, male, white, stage:'--, alive, 704 days	2862.4
TCGA-T3-A92M-01A	0 years, male, black or african american, stage:Stage IVA, alive, 417 days	2853.3
TCGA-BB-4217-01A	0 years, male, black or african american, stage:Stage IVA, alive, 187 days	2850.2
TCGA-BA-A6DG-01A	0 years, male, white, stage:'--, dead, 69 days	2850.1
TCGA-CQ-5327-01A	0 years, female, asian, stage:Stage IVA, alive, 1660 days	2838.9
TCGA-CV-6436-01A	0 years, male, white, stage:Stage IVA, alive, 1899 days	2834.8
TCGA-MT-A51X-01A	0 years, male, white, stage:Stage IVA, alive, 242 days	2832.3
TCGA-IQ-A61O-01A	0 years, male, white, stage:Stage IVA, dead, 421 days	2831.4
TCGA-CQ-5329-01A	0 years, female, white, stage:Stage II, alive, 2143 days	2829.1
TCGA-CQ-6221-01A	0 years, male, white, stage:'--, alive, 1000 days	2813.4
TCGA-UF-A71D-01A	0 years, female, white, stage:Stage IVA, alive, 1461 days	2803.8
TCGA-P3-A6T2-01A	0 years, male, white, stage:Stage IVA, alive, 2298 days	2794.5
TCGA-CV-7424-01A	0 years, male, asian, stage:Stage IVA, dead, 453 days	2790.5
TCGA-F7-7848-01A	0 years, male, white, stage:Stage IVA, alive, 1131 days	2780.4
TCGA-CN-A497-01A	0 years, male, stage:Stage III, alive, 1065 days	2778.2
TCGA-QK-A64Z-01A	0 years, female, white, stage:Stage IVA, dead, 641 days	2771.8
TCGA-CQ-6227-01A	0 years, male, white, stage:Stage IVA, dead, 129 days	2766.8
TCGA-CR-6467-01A	0 years, male, white, stage:Stage III, alive, 1777 days	2760.3
TCGA-CN-6019-01A	0 years, male, white, stage:Stage IVA, alive, 1038 days	2738.5
TCGA-CV-A45Q-01A	0 years, female, white, stage:'--, dead, 5152 days	2734.3
TCGA-QK-A8ZA-01A	0 years, male, black or african american, stage:'--, dead, 371 days	2733.5
TCGA-BB-4225-01A	0 years, male, white, stage:'--, alive, 146 days	2710.1
TCGA-D6-A4ZB-01A	0 years, male, white, stage:Stage III, alive, 376 days	2707.1
TCGA-BA-5152-01A	0 years, male, white, stage:Stage IVA, alive, 1288 days	2704.8
TCGA-CV-7413-01A	0 years, female, white, stage:Stage II, dead, 294 days	2701.1
TCGA-QK-A8Z7-01A	0 years, male, black or african american, stage:Stage IVA, alive, 392 days	2695.8
TCGA-CV-7091-01A	0 years, male, white, stage:Stage I, alive, 3381 days	2691.8
TCGA-CX-7086-01A	0 years, male, black or african american, stage:Stage III, alive, 573 days	2690.3
TCGA-D6-A4Z9-01A	0 years, male, white, stage:Stage IVA, alive, 539 days	2687.4
TCGA-P3-A6T8-01A	0 years, male, white, stage:Stage IVA, alive, 400 days	2687.2
TCGA-BA-A8YP-01A	0 years, male, black or african american, stage:Stage IVB, alive, 499 days	2682.3
TCGA-IQ-7631-01A	0 years, female, white, stage:Stage II, alive, 1172 days	2680.9
TCGA-HL-7533-01A	0 years, male, white, stage:'--, alive, 1057 days	2659.6
TCGA-CQ-A4C6-01A	0 years, male, asian, stage:Stage II, alive, 1353 days	2657.7
TCGA-UF-A7J9-01A	0 years, male, white, stage:Stage IVA, alive, 1358 days	2647.9
TCGA-DQ-7591-01A	0 years, male, white, stage:'--, alive, 622 days	2643.4
TCGA-BA-6869-01A	0 years, male, white, stage:Stage III, alive, 644 days	2642.1
TCGA-CV-A45Y-01A	0 years, male, american indian or alaska native, stage:Stage IVA, dead, 2703 days	2641.8
TCGA-CV-7095-01A	0 years, female, stage:Stage II, dead, 572 days	2637.0
TCGA-CQ-5333-01A	0 years, male, white, stage:Stage II, dead, 341 days	2631.4
TCGA-CV-A461-01A	0 years, male, white, stage:'--, dead, 2064 days	2631.3
TCGA-P3-A6T5-01A	0 years, female, white, stage:Stage IVA, dead, 882 days	2628.5
TCGA-P3-A6SX-01A	0 years, male, white, stage:Stage III, dead, 1430 days	2625.5
TCGA-WA-A7H4-01A	0 years, male, white, stage:Stage II, alive, 443 days	2625.2
TCGA-UF-A7JK-01A	0 years, male, stage:Stage IVA, dead, 424 days	2624.1
TCGA-CN-A49C-01A	0 years, male, white, stage:'--, alive, 645 days	2619.9
TCGA-DQ-5629-01A	0 years, male, white, stage:'--, dead, 941 days	2617.5
TCGA-BA-A6DB-01A	0 years, female, white, stage:Stage I, alive, 216 days	2615.4
TCGA-CV-6945-01A	0 years, male, white, stage:Stage IVA, dead, 366 days	2613.5
TCGA-CV-7446-01A	0 years, male, white, stage:Stage IVA, dead, 1093 days	2604.3
TCGA-DQ-7592-01A	0 years, male, american indian or alaska native, stage:'--, alive, 1143 days	2592.3
TCGA-F7-A61S-01A	0 years, male, white, stage:Stage III, alive, 576 days	2590.5
TCGA-DQ-5630-01A	0 years, male, white, stage:'--, alive, 1030 days	2587.7
TCGA-IQ-A6SG-01A	0 years, female, white, stage:Stage III, alive, 579 days	2570.8
TCGA-CV-7410-01A	0 years, male, white, stage:Stage III, dead, 6417 days	2562.5
TCGA-IQ-7630-01A	0 years, male, white, stage:Stage II, alive, 485 days	2550.6
TCGA-CV-7090-01A	0 years, male, white, stage:Stage II, alive, 5252 days	2549.9
TCGA-CV-7238-01A	0 years, female, white, stage:Stage II, alive, 2727 days	2548.2
TCGA-CN-4726-01A	0 years, male, white, stage:Stage IVA, dead, 142 days	2543.0
TCGA-CN-A6V7-01A	0 years, male, white, stage:Stage IVA, alive, 594 days	2534.7
TCGA-QK-A8ZB-01A	0 years, male, black or african american, stage:Stage IVA, alive, 542 days	2530.2
TCGA-MZ-A6I9-01A	0 years, male, white, stage:'--, dead, 489 days	2527.6
TCGA-CV-A6K2-01A	0 years, male, white, stage:Stage IVA, dead, 317 days	2523.8
TCGA-CV-7100-01A	0 years, male, white, stage:Stage III, dead, 274 days	2522.8
TCGA-CN-4723-01A	0 years, male, white, stage:Stage IVA, alive, 1699 days	2517.0
TCGA-UF-A7JD-01A	0 years, male, stage:Stage IVA, dead, 739 days	2513.5
TCGA-HD-7831-01A	0 years, male, white, stage:Stage IVA, alive, 667 days	2513.5
TCGA-CV-6942-01A	0 years, female, white, stage:Stage II, alive, 4282 days	2507.4
TCGA-F7-A61V-01A	0 years, male, white, stage:Stage II, alive, 759 days	2506.4
TCGA-CR-7370-01A	0 years, female, white, stage:'--, alive, 105 days	2505.9
TCGA-CV-7104-01A	0 years, female, white, stage:Stage IVA, dead, 393 days	2496.1
TCGA-MT-A67A-01A	0 years, female, white, stage:Stage I, alive, 914 days	2492.2
TCGA-H7-A76A-01A	0 years, male, white, stage:'--, alive, 637 days	2486.7
TCGA-IQ-A61E-01A	0 years, female, white, stage:Stage III, alive, 1147 days	2481.1
TCGA-CR-6471-01A	0 years, male, white, stage:Stage IVA, dead, 1202 days	2478.5
TCGA-D6-6826-01A	0 years, female, white, stage:Stage IVA, dead, 348 days	2472.8
TCGA-CV-6953-01A	0 years, female, white, stage:Stage III, dead, 1641 days	2469.6
TCGA-UF-A7JO-01A	0 years, female, white, stage:Stage IVA, dead, 631 days	2468.4
TCGA-CR-5248-01A	0 years, male, white, stage:'--, alive, 1663 days	2467.9
TCGA-CV-7416-01A	0 years, female, white, stage:Stage IVA, dead, 763 days	2460.3
TCGA-CX-7082-01A	0 years, male, white, stage:Stage IVA, dead, 11 days	2446.3
TCGA-CV-6935-01A	0 years, male, white, stage:Stage IVA, dead, 295 days	2442.0
TCGA-CV-7102-01A	0 years, female, white, stage:Stage IVA, dead, 56 days	2441.9
TCGA-HD-A6I0-01A	0 years, male, white, stage:Stage IVA, alive, 210 days	2428.1
TCGA-CV-A6JT-01A	0 years, male, white, stage:Stage II, alive, 852 days	2427.7
TCGA-CV-7568-01A	0 years, female, white, stage:Stage IVA, dead, 927 days	2426.3
TCGA-CQ-5332-01A	0 years, male, white, stage:Stage III, dead, 317 days	2404.5
TCGA-DQ-5624-01A	0 years, female, white, stage:'--, alive, 1778 days	2403.6
TCGA-CN-5364-01A	0 years, male, white, stage:Stage IVA, dead, 493 days	2400.2
TCGA-CN-4739-01A	0 years, male, white, stage:Stage IVA, dead, 1394 days	2393.5
TCGA-CR-6478-01A	0 years, female, white, stage:'--, dead, 183 days	2390.9
TCGA-P3-A5Q6-01A	0 years, male, white, stage:Stage IVA, dead, 480 days	2385.6
TCGA-DQ-5631-01A	0 years, male, white, stage:'--, dead, 548 days	2385.6
TCGA-CV-7236-01A	0 years, female, white, stage:Stage IVA, dead, 144 days	2374.3
TCGA-CQ-7065-01A	0 years, male, asian, stage:Stage II, alive, 1628 days	2373.6
TCGA-WA-A7GZ-01A	0 years, male, white, stage:'--, dead, 625 days	2363.5
TCGA-CR-7398-01A	0 years, female, white, stage:Stage II, alive, 156 days	2361.4
TCGA-IQ-A61H-01A	0 years, male, white, stage:Stage II, alive, 1138 days	2358.8
TCGA-CV-7425-01A	0 years, female, white, stage:Stage III, dead, 1718 days	2358.4
TCGA-CQ-A4CE-01A	0 years, female, stage:Stage II, alive, 897 days	2349.2
TCGA-BA-6872-01A	0 years, male, white, stage:'--, dead, 384 days	2345.5
TCGA-CV-5435-01A	0 years, male, white, stage:Stage IVA, dead, 2319 days	2344.9
TCGA-RS-A6TP-01A	0 years, male, white, stage:Stage II, alive, 516 days	2336.9
TCGA-CV-7415-01A	0 years, male, white, stage:Stage IVA, dead, 695 days	2336.8
TCGA-CN-5356-01A	0 years, male, white, stage:Stage III, alive, 1409 days	2335.7
TCGA-CV-6936-01A	0 years, male, white, stage:Stage IVA, dead, 166 days	2332.0
TCGA-BA-5555-01A	0 years, male, black or african american, stage:Stage IVA, alive, 520 days	2331.7
TCGA-CN-A641-01A	0 years, male, white, stage:Stage IVA, alive, 367 days	2331.4
TCGA-QK-A6V9-01A	0 years, male, white, stage:Stage II, alive, 833 days	2318.5
TCGA-CV-A463-01A	0 years, female, white, stage:Stage IVA, dead, 23 days	2313.9
TCGA-CV-A464-01A	0 years, male, white, stage:Stage III, alive, 1722 days	2311.9
TCGA-BA-A4IF-01A	0 years, male, white, stage:'--, alive, 895 days	2293.9
TCGA-CV-A45U-01A	0 years, male, white, stage:Stage IVA, dead, 1079 days	2290.3
TCGA-CV-7097-01A	0 years, male, white, stage:Stage II, dead, 385 days	2284.0
TCGA-CV-7430-01A	0 years, male, white, stage:Stage IVA, dead, 495 days	2278.1
TCGA-IQ-A6SH-01A	0 years, male, black or african american, stage:Stage III, alive, 471 days	2275.2
TCGA-BA-4078-01A	0 years, male, white, stage:'--, dead, 276 days	2272.3
TCGA-MT-A67F-01A	0 years, female, white, stage:Stage IVA, alive, 384 days	2270.4
TCGA-CV-6003-01A	0 years, female, white, stage:Stage III, alive, 1665 days	2267.8
TCGA-CV-6961-01A	0 years, male, white, stage:Stage II, dead, 76 days	2264.1
TCGA-CN-4722-01A	0 years, female, white, stage:Stage II, alive, 1483 days	2259.7
TCGA-TN-A7HJ-01A	0 years, male, white, stage:Stage IVA, alive, 403 days	2257.8
TCGA-CR-5243-01A	0 years, male, white, stage:'--, alive, 2562 days	2256.5
TCGA-CQ-7063-01A	0 years, female, white, stage:Stage I, alive, 2133 days	2252.1
TCGA-CN-5370-01A	0 years, male, white, stage:Stage III, dead, 259 days	2251.1
TCGA-CN-6997-01A	0 years, male, white, stage:Stage IVA, dead, 988 days	2249.9
TCGA-F7-A622-01A	0 years, male, white, stage:Stage III, dead, 359 days	2238.1
TCGA-UF-A71E-01A	0 years, male, white, stage:Stage IVA, dead, 1504 days	2230.7
TCGA-BA-5558-01A	0 years, male, white, stage:'--, alive, 1995 days	2229.2
TCGA-CN-6016-01A	0 years, male, white, stage:Stage IVA, alive, 1443 days	2227.7
TCGA-CR-7377-01A	0 years, male, white, stage:Stage IVA, dead, 279 days	2225.7
TCGA-BB-A6UM-01A	0 years, male, white, stage:Stage III, alive, 393 days	2223.8
TCGA-CN-5359-01A	0 years, male, white, stage:Stage IVA, dead, 377 days	2218.8
TCGA-CR-7385-01A	0 years, male, white, stage:'--, alive, 997 days	2209.5
TCGA-D6-6824-01A	0 years, male, white, stage:Stage IVA, alive, 77 days	2204.8
TCGA-CV-A460-01A	0 years, male, white, stage:'--, dead, 1838 days	2203.9
TCGA-HD-8224-01A	0 years, male, white, stage:Stage IVA, dead, 446 days	2197.4
TCGA-CV-7255-01A	0 years, female, white, stage:Stage IVA, dead, 64 days	2194.4
TCGA-CN-6998-01A	0 years, male, white, stage:Stage IVA, dead, 357 days	2184.0
TCGA-F7-A61W-01A	0 years, male, asian, stage:Stage IVA, alive, 14 days	2180.7
TCGA-H7-A6C4-01A	0 years, female, white, stage:Stage IVA, dead, 414 days	2171.7
TCGA-F7-A50G-01A	0 years, male, white, stage:Stage III, alive, 616 days	2171.5
TCGA-F7-8489-01A	0 years, male, white, stage:Stage II, alive, 658 days	2166.0
TCGA-BA-A6DI-01A	0 years, male, black or african american, stage:'--, dead, 336 days	2160.5
TCGA-QK-AA3J-01A	0 years, male, black or african american, stage:Stage I, alive, 466 days	2153.8
TCGA-CN-6992-01A	0 years, male, white, stage:Stage IVA, alive, 1066 days	2138.8
TCGA-CV-7418-01A	0 years, male, black or african american, stage:Stage IVA, dead, 789 days	2137.0
TCGA-KU-A6H8-01A	0 years, male, white, stage:Stage IVA, dead, 327 days	2136.9
TCGA-F7-A50J-01A	0 years, female, white, stage:Stage III, alive, 947 days	2131.9
TCGA-CV-5439-01A	0 years, male, white, stage:Stage IVA, dead, 546 days	2128.8
TCGA-BA-A6DD-01A	0 years, male, black or african american, stage:Stage IVA, dead, 173 days	2127.6
TCGA-UF-A71B-01A	0 years, male, white, stage:Stage IVA, alive, 1506 days	2121.0
TCGA-CV-7261-01A	0 years, male, white, stage:Stage IVA, alive, 1512 days	2114.8
TCGA-P3-A6T7-01A	0 years, male, white, stage:Stage IVA, dead, 487 days	2108.3
TCGA-CV-7245-01A	0 years, male, white, stage:Stage IVA, alive, 797 days	2104.2
TCGA-P3-A5QF-01A	0 years, male, white, stage:Stage IVA, dead, 330 days	2104.0
TCGA-BB-8596-01A	0 years, female, white, stage:Stage IVA, alive, 2161 days	2101.9
TCGA-CV-7250-01A	0 years, male, white, stage:Stage IVA, dead, 2900 days	2099.5
TCGA-CR-7401-01A	0 years, male, white, stage:Stage I, alive, 1077 days	2098.9
TCGA-CR-7369-01A	0 years, male, white, stage:Stage IVA, dead, 1090 days	2095.9
TCGA-CN-5367-01A	0 years, female, white, stage:Stage IVA, dead, 352 days	2085.4
TCGA-CV-6952-01A	0 years, female, white, stage:Stage IVA, dead, 185 days	2076.0
TCGA-C9-A47Z-01A	0 years, female, asian, stage:Stage III, dead, 191 days	2073.9
TCGA-CR-7397-01A	0 years, male, white, stage:Stage IVA, alive, 754 days	2072.4
TCGA-IQ-A61J-01A	0 years, male, white, stage:Stage IVA, alive, 1021 days	2067.1
TCGA-CR-7404-01A	0 years, male, white, stage:'--, alive, 1472 days	2063.0
TCGA-CN-6988-01A	0 years, male, white, stage:Stage IVA, alive, 318 days	2058.5
TCGA-CN-4727-01A	0 years, male, white, stage:Stage IVA, alive, 1560 days	2050.3
TCGA-CV-7406-01A	0 years, male, white, stage:Stage II, dead, 1748 days	2048.9
TCGA-CN-A498-01A	0 years, female, white, stage:Stage III, dead, 773 days	2041.8
TCGA-BA-6870-01A	0 years, female, black or african american, stage:'--, dead, 451 days	2029.9
TCGA-BA-A6DE-01A	0 years, female, white, stage:Stage II, alive, 440 days	2027.9
TCGA-CQ-5324-01A	0 years, male, white, stage:Stage III, alive, 1593 days	2017.1
TCGA-CV-6954-01A	0 years, male, black or african american, stage:Stage IVA, dead, 2002 days	2001.6
TCGA-CV-7103-01A	0 years, male, white, stage:Stage IVA, dead, 1591 days	1999.6
TCGA-CN-6012-01A	0 years, male, white, stage:Stage IVA, alive, 1460 days	1998.9
TCGA-CN-6995-01A	0 years, male, white, stage:Stage IVA, dead, 112 days	1998.4
TCGA-CR-7382-01A	0 years, male, white, stage:Stage IVA, alive, 796 days	1997.2
TCGA-HD-7229-01A	0 years, male, white, stage:Stage IVA, alive, 1027 days	1995.5
TCGA-CX-7219-01A	0 years, male, black or african american, stage:Stage IVA, alive, 1045 days	1991.1
TCGA-CN-5355-01A	0 years, male, black or african american, stage:Stage IVA, alive, 1278 days	1990.9
TCGA-QK-A652-01A	0 years, male, white, stage:Stage III, alive, 645 days	1984.1
TCGA-CN-4736-01A	0 years, female, white, stage:'--, dead, 395 days	1980.5
TCGA-CV-A45P-01A	0 years, female, white, stage:Stage I, alive, 639 days	1980.3
TCGA-BA-A6DJ-01A	0 years, male, asian, stage:Stage IVA, dead, 407 days	1979.7
TCGA-CV-6934-01A	0 years, female, white, stage:Stage IVA, dead, 65 days	1979.4
TCGA-CV-7180-01A	0 years, male, white, stage:Stage II, dead, 327 days	1969.8
TCGA-CR-7364-01A	0 years, male, white, stage:Stage III, alive, 1435 days	1962.9
TCGA-CN-6018-01A	0 years, female, white, stage:Stage IVA, dead, 580 days	1952.2
TCGA-BA-5557-01A	0 years, female, stage:Stage III, alive, 623 days	1952.0
TCGA-CV-5978-01A	0 years, female, black or african american, stage:Stage IVB, dead, 215 days	1950.7
TCGA-CV-7099-01A	0 years, female, white, stage:Stage II, dead, 243 days	1950.1
TCGA-CR-7386-01A	0 years, male, white, stage:Stage IVA, alive, 1430 days	1947.8
TCGA-CN-6020-01A	0 years, male, black or african american, stage:Stage III, dead, 205 days	1945.8
TCGA-HD-8634-01A	0 years, female, white, stage:Stage I, dead, 385 days	1942.1
TCGA-CV-7414-01A	0 years, male, white, stage:Stage IVA, dead, 14 days	1939.3
TCGA-CR-7373-01A	0 years, male, white, stage:Stage IVA, alive, 889 days	1932.3
TCGA-CR-6470-01A	0 years, male, white, stage:Stage II, alive, 1521 days	1931.4
TCGA-CR-7376-01A	0 years, male, white, stage:Stage III, alive, 972 days	1930.1
TCGA-HD-A4C1-01A	0 years, female, black or african american, stage:Stage IVA, alive, 11 days	1919.1
TCGA-CN-4734-01A	0 years, male, white, stage:Stage II, alive, 1690 days	1918.0
TCGA-CV-5971-01A	0 years, male, white, stage:Stage IVA, alive, 701 days	1908.3
TCGA-CR-7367-01A	0 years, male, white, stage:Stage IVA, alive, 1440 days	1900.5
TCGA-CV-7252-01A	0 years, female, black or african american, stage:Stage IVA, dead, 151 days	1897.0
TCGA-CR-6482-01A	0 years, male, black or african american, stage:'--, alive, 345 days	1891.8
TCGA-CV-A468-01A	0 years, male, stage:Stage IVA, dead, 464 days	1881.2
TCGA-CN-A499-01A	0 years, female, white, stage:Stage II, alive, 717 days	1877.7
TCGA-BA-A6DA-01A	0 years, female, white, stage:Stage IVA, alive, 351 days	1876.6
TCGA-CV-A465-01A	0 years, male, white, stage:Stage III, dead, 215 days	1875.7
TCGA-CR-5247-01A	0 years, male, black or african american, stage:'--, alive, 358 days	1872.0
TCGA-CN-4728-01A	0 years, male, white, stage:Stage IVA, alive, 1724 days	1870.5
TCGA-CQ-5326-01A	0 years, male, white, stage:Stage IVA, dead, 89 days	1869.5
TCGA-CN-4737-01A	0 years, male, white, stage:Stage IVA, alive, 625 days	1868.3
TCGA-MT-A51W-01A	0 years, female, white, stage:Stage I, alive, 437 days	1867.0
TCGA-UF-A7JJ-01A	0 years, male, stage:Stage IVA, alive, 549 days	1866.2
TCGA-QK-A8Z8-01A	0 years, female, black or african american, stage:Stage IVC, dead, 171 days	1858.2
TCGA-CV-7177-01A	0 years, female, white, stage:Stage II, dead, 663 days	1844.3
TCGA-CR-6492-01A	0 years, male, white, stage:Stage III, alive, 479 days	1843.4
TCGA-P3-A6SW-01A	0 years, male, white, stage:Stage IVB, alive, 1120 days	1842.4
TCGA-CV-A45R-01A	0 years, male, white, stage:Stage III, alive, 5480 days	1825.8
TCGA-HD-7753-01A	0 years, male, black or african american, stage:Stage I, alive, 866 days	1817.9
TCGA-BA-5559-01A	0 years, male, white, stage:'--, dead, 2083 days	1813.0
TCGA-CV-6950-01A	0 years, male, white, stage:Stage IVA, dead, 459 days	1810.2
TCGA-CV-5434-01A	0 years, male, black or african american, stage:Stage IVA, dead, 3314 days	1802.6
TCGA-HD-A6HZ-01A	0 years, female, white, stage:Stage III, alive, 111 days	1791.0
TCGA-CN-6996-01A	0 years, female, white, stage:Stage IVA, dead, 530 days	1788.7
TCGA-T2-A6X0-01A	0 years, male, white, stage:'--, alive, 216 days	1787.4
TCGA-CV-6959-01A	0 years, male, white, stage:Stage III, dead, 256 days	1780.7
TCGA-CV-6938-01A	0 years, male, white, stage:Stage II, dead, 144 days	1780.3
TCGA-CN-4738-01A	0 years, male, white, stage:Stage IVA, dead, 436 days	1774.9
TCGA-CR-7388-01A	0 years, female, white, stage:'--, dead, 823 days	1772.9
TCGA-CN-6023-01A	0 years, male, white, stage:Stage IVA, alive, 1584 days	1768.4
TCGA-CV-7101-01A	0 years, male, white, stage:Stage II, dead, 160 days	1766.5
TCGA-D6-6515-01A	0 years, female, white, stage:Stage II, dead, 403 days	1755.5
TCGA-BA-5151-01A	0 years, male, white, stage:Stage IVA, alive, 722 days	1755.3
TCGA-P3-A6T0-01A	0 years, female, white, stage:Stage IVA, alive, 578 days	1749.1
TCGA-CN-6989-01A	0 years, male, white, stage:Stage IVA, dead, 980 days	1745.4
TCGA-CR-6481-01A	0 years, male, white, stage:'--, alive, 311 days	1743.4
TCGA-CN-6010-01A	0 years, male, white, stage:Stage IVA, alive, 1523 days	1740.0
TCGA-D6-8569-01A	0 years, male, white, stage:Stage II, alive, 770 days	1736.7
TCGA-CV-A6JY-01A	0 years, male, white, stage:Stage IVA, alive, 646 days	1736.5
TCGA-CQ-6222-01A	0 years, male, white, stage:Stage IVA, alive, 2016 days	1729.3
TCGA-CN-A6V6-01A	0 years, male, white, stage:Stage IVA, alive, 635 days	1726.9
TCGA-CR-5249-01A	0 years, female, white, stage:Stage II, alive, 1152 days	1721.9
TCGA-CR-6491-01A	0 years, male, black or african american, stage:Stage IVA, alive, 693 days	1719.0
TCGA-CN-5369-01A	0 years, female, white, stage:Stage IVA, dead, 1 days	1716.8
TCGA-CV-7423-01A	0 years, male, white, stage:Stage II, dead, 3059 days	1708.6
TCGA-CV-6933-01A	0 years, male, white, stage:Stage III, dead, 2741 days	1707.5
TCGA-F7-A623-01A	0 years, male, white, stage:Stage IVA, alive, 616 days	1706.9
TCGA-CR-5250-01A	0 years, male, white, stage:'--, alive, 799 days	1697.9
TCGA-CR-7365-01A	0 years, male, white, stage:Stage IVA, alive, 1191 days	1694.6
TCGA-CR-6488-01A	0 years, female, white, stage:Stage II, alive, 379 days	1688.0
TCGA-CN-6013-01A	0 years, male, white, stage:Stage IVA, dead, 727 days	1686.5
TCGA-CV-5443-01A	0 years, male, black or african american, stage:Stage III, alive, 2784 days	1681.0
TCGA-CV-A45W-01A	0 years, male, white, stage:Stage II, dead, 1398 days	1678.7
TCGA-CQ-7069-01A	0 years, female, white, stage:Stage II, alive, 1274 days	1675.0
TCGA-CV-7427-01A	0 years, female, white, stage:Stage II, dead, 4760 days	1671.9
TCGA-BA-5556-01A	0 years, female, white, stage:Stage II, alive, 725 days	1669.3
TCGA-CQ-6229-01A	0 years, male, white, stage:Stage II, alive, 1179 days	1666.4
TCGA-D6-6516-01A	0 years, male, white, stage:Stage I, alive, 773 days	1656.7
TCGA-CR-7371-01A	0 years, female, white, stage:Stage III, dead, 94 days	1653.6
TCGA-CR-6474-01A	0 years, male, white, stage:Stage IVA, dead, 564 days	1650.0
TCGA-CR-6487-01A	0 years, male, white, stage:Stage I, alive, 234 days	1635.2
TCGA-UF-A7JC-01A	0 years, male, white, stage:Stage IVA, dead, 546 days	1600.6
TCGA-CR-7380-01A	0 years, male, white, stage:Stage IVB, dead, 606 days	1592.0
TCGA-CR-7393-01A	0 years, male, white, stage:Stage III, alive, 993 days	1590.9
TCGA-CQ-5325-01A	0 years, male, white, stage:Stage I, dead, 654 days	1567.8
TCGA-IQ-7632-01A	0 years, female, white, stage:Stage IVA, alive, 441 days	1559.7
TCGA-MT-A67D-01A	0 years, male, white, stage:Stage II, alive, 56 days	1559.3
TCGA-CV-5431-01A	0 years, male, white, stage:Stage IVA, dead, 522 days	1559.2
TCGA-CV-5979-01A	0 years, male, white, stage:Stage IVA, alive, 1315 days	1556.8
TCGA-UF-A719-01A	0 years, male, stage:Stage II, alive, 1663 days	1553.8
TCGA-CQ-5334-01A	0 years, male, white, stage:Stage IVA, dead, 129 days	1549.1
TCGA-CV-7089-01A	0 years, male, white, stage:Stage IVA, dead, 1972 days	1545.4
TCGA-CV-A45X-01A	0 years, male, white, stage:Stage IVA, dead, 198 days	1537.6
TCGA-CV-6943-01A	0 years, male, white, stage:Stage III, dead, 602 days	1527.9
TCGA-CN-A6V3-01A	0 years, male, white, stage:Stage IVA, alive, 742 days	1522.6
TCGA-CQ-6218-01A	0 years, female, white, stage:Stage IVA, alive, 1253 days	1517.4
TCGA-CN-4742-01A	0 years, female, white, stage:Stage IVA, dead, 397 days	1514.8
TCGA-CV-7433-01A	0 years, male, white, stage:Stage IVA, dead, 601 days	1510.4
TCGA-CR-7389-01A	0 years, male, black or african american, stage:'--, alive, 392 days	1503.3
TCGA-CV-A45V-01A	0 years, female, white, stage:Stage IVA, dead, 32 days	1498.1
TCGA-CR-6477-01A	0 years, female, white, stage:'--, alive, 514 days	1497.0
TCGA-CR-7391-01A	0 years, female, white, stage:Stage I, alive, 913 days	1489.5
TCGA-CV-7248-01A	0 years, female, black or african american, stage:Stage IVA, dead, 521 days	1485.8
TCGA-CR-7402-01A	0 years, male, white, stage:'--, alive, 911 days	1485.8
TCGA-CN-6011-01A	0 years, male, white, stage:Stage IVA, alive, 933 days	1479.9
TCGA-CR-7395-01A	0 years, female, white, stage:Stage II, alive, 930 days	1468.7
TCGA-CR-6484-01A	0 years, female, asian, stage:Stage IVA, alive, 354 days	1456.5
TCGA-CV-6939-01A	0 years, male, white, stage:Stage IVA, dead, 666 days	1447.0
TCGA-CV-7422-01A	0 years, female, white, stage:Stage IVA, dead, 1037 days	1421.4
TCGA-P3-A6T4-01A	0 years, male, white, stage:Stage IVA, dead, 62 days	1400.3
TCGA-HD-7754-01A	0 years, male, white, stage:Stage IVA, alive, 783 days	1398.0
TCGA-CQ-7071-01A	0 years, female, white, stage:Stage III, alive, 1311 days	1396.2
TCGA-D6-6825-01A	0 years, male, white, stage:Stage I, alive, 491 days	1387.1
TCGA-CQ-6223-01A	0 years, male, white, stage:Stage II, alive, 1428 days	1368.7
TCGA-CV-7411-01A	0 years, female, white, stage:Stage IVA, dead, 2717 days	1359.7
TCGA-CR-7372-01A	0 years, male, white, stage:Stage I, alive, 759 days	1358.8
TCGA-CN-4725-01A	0 years, male, white, stage:Stage II, alive, 1157 days	1355.8
TCGA-CR-7390-01A	0 years, male, white, stage:Stage IVA, alive, 1508 days	1345.7
TCGA-CQ-5331-01A	0 years, female, white, stage:'--, alive, 1399 days	1341.2
TCGA-CQ-5323-01A	0 years, male, white, stage:Stage I, alive, 1466 days	1337.3
TCGA-BA-5153-01A	0 years, male, white, stage:'--, dead, 1762 days	1333.0
TCGA-BA-4076-01A	0 years, male, white, stage:'--, dead, 415 days	1329.3
TCGA-CV-5970-01A	0 years, male, white, stage:Stage IVA, dead, 406 days	1323.3
TCGA-HD-8314-01A	0 years, male, white, stage:Stage III, alive, 670 days	1314.4
TCGA-CV-7183-01A	0 years, male, white, stage:Stage II, alive, 3981 days	1308.0
TCGA-CN-6017-01A	0 years, male, white, stage:Stage IVA, dead, 853 days	1285.7
TCGA-CR-6480-01A	0 years, male, white, stage:'--, alive, 362 days	1283.3
TCGA-CR-7392-01A	0 years, female, white, stage:Stage IVA, alive, 1425 days	1262.3
TCGA-CQ-6220-01A	0 years, male, white, stage:Stage III, dead, 985 days	1229.0
TCGA-CN-5361-01A	0 years, male, white, stage:Stage IVA, dead, 2120 days	1228.5
TCGA-CV-7242-01A	0 years, female, white, stage:Stage II, alive, 1095 days	1213.9
TCGA-CQ-A4CD-01A	0 years, male, white, stage:Stage IVA, alive, 1022 days	1213.7
TCGA-CN-6021-01A	0 years, female, white, stage:'--, dead, 276 days	1194.5
TCGA-CN-4741-01A	0 years, male, white, stage:Stage IVA, alive, 2239 days	1181.1
TCGA-CR-7374-01A	0 years, female, white, stage:'--, alive, 30 days	1180.2
TCGA-CV-7435-01A	0 years, female, white, stage:Stage IVA, dead, 4680 days	1163.7
TCGA-CV-6955-01A	0 years, female, white, stage:Stage II, dead, 334 days	1126.6
TCGA-CN-5358-01A	0 years, male, white, stage:Stage II, dead, 261 days	1091.8
TCGA-KU-A66T-01A	0 years, female, white, stage:Stage IVA, alive, 552 days	1088.2
TCGA-CN-5360-01A	0 years, male, white, stage:Stage IVA, alive, 2169 days	1054.7
TCGA-CR-7368-01A	0 years, male, white, stage:Stage IVA, alive, 1245 days	1002.0
TCGA-CN-4733-01A	0 years, male, white, stage:Stage III, alive, 1586 days	1001.0
TCGA-CN-5373-01A	0 years, female, white, stage:Stage I, alive, 1584 days	984.1
TCGA-CN-5365-01A	0 years, male, white, stage:Stage IVB, dead, 351 days	974.4
TCGA-CR-7394-01A	0 years, male, white, stage:Stage IVA, alive, 1346 days	918.2
TCGA-H7-7774-01A	0 years, female, white, stage:Stage IVA, alive, 407 days	904.0
TCGA-CX-7085-01A	0 years, female, white, stage:Stage I, alive, 321 days	884.2
TCGA-CV-A45O-01A	0 years, male, white, stage:'--, alive, 851 days	747.4
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HEAD AND NECK SQUAMOUS CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

183

Samples

Sample ID	Sample type	nRPX
CPT0246620003	Tumor	0.7
CPT0184530003	Tumor	0.5
CPT0169640003	Tumor	0.5
CPT0169740004	Normal	0.5
CPT0229220002	Normal	0.5
CPT0237480004	Tumor	0.5
CPT0199830003	Normal	0.5
CPT0245600003	Tumor	0.4
CPT0194800003	Normal	0.4
C3N-01758-04	Normal	0.4
CPT0222360003	Tumor	0.4
CPT0235460003	Tumor	0.4
CPT0201830004	Tumor	0.4
CPT0163250003	Normal	0.3
CPT0013460003	Normal	0.3
CPT0236640003	Normal	0.3
CPT0123190003	Normal	0.3
CPT0199700003	Tumor	0.3
CPT0163790003	Tumor	0.2
CPT0256560003	Tumor	0.2
CPT0246670003	Tumor	0.2
CPT0163090003	Tumor	0.2
CPT0008630003	Tumor	0.2
CPT0237620004	Tumor	0.2
CPT0087820003	Tumor	0.2
CPT0013130003	Tumor	0.2
CPT0011130005	Tumor	0.2
CPT0245180003	Tumor	0.2
CPT0245630003	Tumor	0.2
CPT0244940004	Tumor	0.2
CPT0177220003	Normal	0.2
CPT0248520003	Tumor	0.2
CPT0196060003	Normal	0.2
CPT0281470002	Normal	0.2
CPT0226090003	Normal	0.2
CPT0013210004	Tumor	0.2
CPT0195860003	Tumor	0.2
CPT0245230004	Tumor	0.2
CPT0278700002	Normal	0.2
CPT0163840003	Tumor	0.2
CPT0237130004	Tumor	0.2
CPT0245130003	Tumor	0.2
CPT0195880003	Normal	0.2
CPT0194960003	Tumor	0.2
CPT0236850004	Tumor	0.2
CPT0245730003	Tumor	0.2
CPT0163240003	Tumor	0.2
CPT0024810003	Tumor	0.2
CPT0163740003	Tumor	0.1
CPT0237150003	Normal	0.1
CPT0163720003	Normal	0.1
CPT0236620003	Tumor	0.1
CPT0196210003	Tumor	0.1
CPT0169920003	Normal	0.1
CPT0246540003	Tumor	0.1
CPT0163480003	Tumor	0.1
CPT0199710003	Normal	0.1
C3N-02693-06	Normal	0.1
CPT0095040003	Tumor	0.1
CPT0084630009	Tumor	0.1
CPT0163860003	Normal	0.1
CPT0245500003	Tumor	0.1
CPT0177390003	Tumor	0.1
CPT0226400003	Normal	0.1
CPT0199890003	Normal	0.1
CPT0248330003	Tumor	0.1
CPT0243090003	Tumor	0.1
CPT0245010003	Tumor	0.1
CPT0169890003	Tumor	0.1
CPT0199820003	Tumor	0.1
CPT0123280003	Normal	0.1
CPT0261520003	Tumor	0.1
CPT0123180003	Tumor	0.1
CPT0242000004	Normal	0.1
CPT0195700003	Normal	0.1
CPT0226350003	Normal	0.1
CPT0194420003	Tumor	0.1
C3N-04279-05	Normal	0.1
C3N-01859-04	Normal	0.1
CPT0245140003	Normal	0.1
CPT0248350003	Normal	0.1
C3N-04276-06	Normal	0.0
CPT0127050003	Tumor	0.0
CPT0226390003	Tumor	0.0
CPT0245410003	Normal	0.0
CPT0094490004	Tumor	0.0
CPT0008520008	Tumor	0.0
CPT0177200003	Tumor	0.0
CPT0088060004	Tumor	0.0
CPT0245190003	Normal	0.0
CPT0194250003	Tumor	0.0
CPT0190860003	Normal	0.0
CPT0163020003	Normal	0.0
CPT0163340003	Tumor	0.0
CPT0123260003	Tumor	0.0
CPT0223460003	Normal	0.0
CPT0226250004	Tumor	0.0
CPT0245680003	Tumor	0.0
CPT0245460003	Normal	0.0
CPT0094280004	Tumor	0.0
CPT0163490003	Normal	0.0
CPT0236870003	Normal	0.0
CPT0163170003	Normal	0.0
CPT0013250003	Normal	0.0
CPT0241980004	Tumor	0.0
CPT0245300003	Tumor	0.0
CPT0163610003	Normal	0.0
CPT0226440003	Tumor	0.0
CPT0094420004	Tumor	0.0
CPT0008960003	Normal	0.0
CPT0235920003	Normal	0.0
CPT0194790003	Tumor	0.0
C3N-00857-05	Normal	0.0
CPT0244890004	Tumor	-0.1
CPT0088010003	Normal	-0.1
CPT0226270003	Normal	-0.1
CPT0088080003	Normal	-0.1
CPT0235470002	Normal	-0.1
CPT0177010003	Tumor	-0.1
CPT0245560003	Normal	-0.1
CPT0250310003	Tumor	-0.1
CPT0245550003	Tumor	-0.1
CPT0226130003	Tumor	-0.1
CPT0163410003	Tumor	-0.1
CPT0226450003	Normal	-0.1
CPT0235910003	Tumor	-0.1
CPT0169730003	Tumor	-0.1
CPT0237500003	Normal	-0.1
CPT0088410003	Tumor	-0.1
CPT0163910003	Tumor	-0.1
CPT0087990003	Tumor	-0.1
CPT0163530003	Tumor	-0.1
CPT0245020003	Normal	-0.1
CPT0243140004	Normal	-0.1
CPT0223450003	Tumor	-0.1
CPT0226340003	Tumor	-0.1
C3N-00295-05	Normal	-0.1
CPT0163800003	Normal	-0.1
CPT0094560004	Tumor	-0.1
CPT0196040003	Tumor	-0.1
CPT0222200003	Normal	-0.1
CPT0163160003	Tumor	-0.1
CPT0094350004	Tumor	-0.1
CPT0163600003	Tumor	-0.1
CPT0207870004	Tumor	-0.1
CPT0163430003	Normal	-0.1
CPT0220620003	Normal	-0.1
CPT0220610003	Tumor	-0.1
CPT0008930003	Tumor	-0.1
CPT0201860004	Normal	-0.1
CPT0199880003	Tumor	-0.1
CPT0013030003	Normal	-0.2
CPT0190850003	Tumor	-0.2
C3N-04275-05	Normal	-0.2
CPT0088430003	Normal	-0.2
CPT0013430003	Tumor	-0.2
CPT0223970003	Tumor	-0.2
CPT0237640003	Normal	-0.2
CPT0226030003	Tumor	-0.2
CPT0245060004	Tumor	-0.2
CPT0011320003	Normal	-0.2
CPT0245450003	Tumor	-0.2
CPT0246590003	Tumor	-0.2
CPT0011290003	Tumor	-0.2
C3N-01620-05	Normal	-0.2
CPT0194260003	Normal	-0.2
CPT0084650004	Normal	-0.2
CPT0013000004	Tumor	-0.2
CPT0162990004	Tumor	-0.2
CPT0245400003	Tumor	-0.3
CPT0163650003	Tumor	-0.3
CPT0094580003	Normal	-0.3
CPT0162940003	Tumor	-0.3
CPT0162890003	Tumor	-0.3
CPT0177710003	Tumor	-0.3
CPT0245350003	Tumor	-0.3
CPT0222180003	Tumor	-0.3
CPT0176770003	Tumor	-0.4
CPT0195680003	Tumor	-0.5
CPT0229230003	Normal	N/A
CPT0169750003	Normal	N/A
CPT0229210003	Tumor	N/A
CPT0229190003	Tumor	N/A
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HEAD AND NECK CANCER - Protein expressionⁱ A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here. Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.

Antibody stainingⁱ Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells. Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.	Antibody HPA003570
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
Neoplasm, malignant, NOS
Adenocarcinoma, NOS