Expression of RPS21 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

RPS21 is not prognostic in Head and Neck Squamous Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 1893.54

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

2135.7

Number of samples

492

Samples

Sample	Description	TPM
TCGA-BA-4075-01A	0 years, male, black or african american, stage:Stage III, dead, 283 days	8522.2
TCGA-TN-A7HI-01A	0 years, male, white, stage:Stage IVA, alive, 412 days	7679.2
TCGA-D6-6827-01A	0 years, female, white, stage:Stage I, alive, 568 days	7371.1
TCGA-HD-A634-01A	0 years, male, white, stage:Stage IVA, dead, 130 days	7091.7
TCGA-CV-A6JU-01A	0 years, female, white, stage:Stage IVB, alive, 110 days	6568.0
TCGA-BA-7269-01A	0 years, male, white, stage:Stage III, alive, 1273 days	6472.3
TCGA-BA-4074-01A	0 years, male, white, stage:Stage IVA, dead, 462 days	5951.0
TCGA-CV-A6JE-01A	0 years, male, white, stage:'--, alive, 1075 days	5930.9
TCGA-MZ-A7D7-01A	0 years, male, white, stage:Stage IVA, alive, 547 days	5795.6
TCGA-BA-A6D8-01A	0 years, male, black or african american, stage:Stage IVA, alive, 850 days	5528.4
TCGA-D6-A6EN-01A	0 years, male, white, stage:Stage III, alive, 687 days	5170.6
TCGA-QK-A6IG-01A	0 years, male, white, stage:Stage III, dead, 222 days	5046.6
TCGA-D6-A6EP-01A	0 years, male, white, stage:Stage III, alive, 424 days	4919.4
TCGA-CQ-6225-01A	0 years, male, white, stage:Stage III, dead, 403 days	4665.5
TCGA-CR-7399-01A	0 years, female, white, stage:Stage IVA, alive, 181 days	4663.5
TCGA-D6-A6EM-01A	0 years, female, white, stage:Stage III, alive, 232 days	4427.8
TCGA-CN-4730-01A	0 years, male, white, stage:Stage IVA, alive, 817 days	4386.7
TCGA-F7-A624-01A	0 years, male, white, stage:Stage II, alive, 378 days	4350.4
TCGA-CV-6954-01A	0 years, male, black or african american, stage:Stage IVA, dead, 2002 days	4306.5
TCGA-QK-A6IJ-01A	0 years, male, white, stage:Stage III, alive, 387 days	4283.7
TCGA-CV-A45Q-01A	0 years, female, white, stage:'--, dead, 5152 days	4225.6
TCGA-CV-A6JN-01A	0 years, male, white, stage:'--, alive, 906 days	4199.9
TCGA-F7-A61S-01A	0 years, male, white, stage:Stage III, alive, 576 days	4165.7
TCGA-CV-A6K1-01A	0 years, male, white, stage:Stage IVA, alive, 685 days	4163.8
TCGA-UF-A7JS-01A	0 years, male, white, stage:Stage IVA, dead, 680 days	4112.0
TCGA-CN-A63W-01A	0 years, female, white, stage:Stage IVA, dead, 377 days	4050.0
TCGA-MT-A67A-01A	0 years, female, white, stage:Stage I, alive, 914 days	3931.9
TCGA-BB-4225-01A	0 years, male, white, stage:'--, alive, 146 days	3930.1
TCGA-CV-6441-01A	0 years, male, white, stage:Stage III, dead, 292 days	3925.8
TCGA-H7-8501-01A	0 years, male, white, stage:Stage IVA, alive, 461 days	3896.5
TCGA-MT-A7BN-01A	0 years, male, white, stage:Stage IVA, alive, 469 days	3869.8
TCGA-P3-A6T6-01A	0 years, male, white, stage:Stage IVA, dead, 395 days	3858.6
TCGA-WA-A7GZ-01A	0 years, male, white, stage:'--, dead, 625 days	3829.8
TCGA-QK-A8Z7-01A	0 years, male, black or african american, stage:Stage IVA, alive, 392 days	3799.5
TCGA-BB-A5HY-01A	0 years, male, white, stage:Stage IVA, dead, 321 days	3777.5
TCGA-P3-A5Q6-01A	0 years, male, white, stage:Stage IVA, dead, 480 days	3717.0
TCGA-CN-5374-01A	0 years, female, white, stage:Stage IVA, dead, 1732 days	3690.8
TCGA-UF-A71A-01A	0 years, male, white, stage:Stage IVA, dead, 86 days	3651.1
TCGA-UF-A7JV-01A	0 years, female, white, stage:Stage IVA, dead, 90 days	3640.4
TCGA-HD-A6I0-01A	0 years, male, white, stage:Stage IVA, alive, 210 days	3630.1
TCGA-CN-A49A-01A	0 years, male, white, stage:Stage IVB, dead, 526 days	3627.7
TCGA-QK-A6II-01A	0 years, male, white, stage:Stage IVA, dead, 284 days	3619.0
TCGA-UF-A7JA-01A	0 years, female, white, stage:Stage IVA, alive, 2265 days	3583.1
TCGA-QK-A6IH-01A	0 years, female, white, stage:Stage IVB, alive, 653 days	3560.4
TCGA-CV-7429-01A	0 years, male, white, stage:Stage IVA, dead, 107 days	3473.2
TCGA-BB-4227-01A	0 years, male, white, stage:Stage IVA, alive, 134 days	3459.0
TCGA-IQ-A61I-01A	0 years, male, black or african american, stage:Stage IVA, dead, 2 days	3443.6
TCGA-TN-A7HL-01A	0 years, male, white, stage:Stage IVA, alive, 619 days	3434.3
TCGA-CQ-5330-01A	0 years, female, white, stage:Stage IVA, alive, 1897 days	3393.8
TCGA-BB-8601-01A	0 years, male, black or african american, stage:Stage III, alive, 624 days	3371.6
TCGA-F7-A50J-01A	0 years, female, white, stage:Stage III, alive, 947 days	3370.3
TCGA-D6-A6ES-01A	0 years, male, white, stage:Stage IVA, alive, 389 days	3367.2
TCGA-BB-4228-01A	0 years, male, white, stage:Stage III, alive, 559 days	3342.1
TCGA-CN-4731-01A	0 years, female, white, stage:Stage IVA, dead, 998 days	3313.0
TCGA-KU-A66S-01A	0 years, female, white, stage:Stage III, dead, 406 days	3311.9
TCGA-CQ-A4CI-01A	0 years, male, white, stage:Stage III, alive, 950 days	3298.3
TCGA-D6-A6EK-01A	0 years, male, white, stage:Stage III, alive, 875 days	3278.3
TCGA-QK-A8ZA-01A	0 years, male, black or african american, stage:'--, dead, 371 days	3276.3
TCGA-T3-A92N-01A	0 years, male, black or african american, stage:Stage IVA, dead, 95 days	3273.6
TCGA-CN-A63U-01A	0 years, male, white, stage:Stage IVA, alive, 964 days	3243.6
TCGA-CV-A6JM-01A	0 years, male, white, stage:'--, dead, 194 days	3236.4
TCGA-CN-A642-01A	0 years, male, white, stage:Stage IVB, dead, 82 days	3224.6
TCGA-HD-A633-01A	0 years, male, white, stage:Stage IVA, alive, 421 days	3208.5
TCGA-CQ-5329-01A	0 years, female, white, stage:Stage II, alive, 2143 days	3190.1
TCGA-CV-5442-01A	0 years, female, white, stage:Stage IVA, alive, 2327 days	3181.7
TCGA-IQ-A61G-01A	0 years, male, white, stage:Stage IVA, alive, 360 days	3150.8
TCGA-CR-6472-01A	0 years, male, white, stage:'--, alive, 1050 days	3107.0
TCGA-CV-A45U-01A	0 years, male, white, stage:Stage IVA, dead, 1079 days	3096.9
TCGA-CX-A4AQ-01A	0 years, male, white, stage:Stage IVA, alive, 1555 days	3089.7
TCGA-UF-A71D-01A	0 years, female, white, stage:Stage IVA, alive, 1461 days	3080.2
TCGA-CV-5432-01A	0 years, male, white, stage:Stage III, alive, 3930 days	3057.9
TCGA-CV-6962-01A	0 years, male, white, stage:Stage IVA, dead, 126 days	3037.6
TCGA-CV-7437-01A	0 years, male, stage:Stage II, dead, 506 days	3029.2
TCGA-CQ-5332-01A	0 years, male, white, stage:Stage III, dead, 317 days	3011.7
TCGA-UF-A7JF-01A	0 years, male, white, stage:Stage IVA, alive, 1686 days	2988.4
TCGA-QK-A6VB-01A	0 years, male, white, stage:Stage IVA, alive, 641 days	2979.0
TCGA-CV-7097-01A	0 years, male, white, stage:Stage II, dead, 385 days	2974.2
TCGA-MZ-A6I9-01A	0 years, male, white, stage:'--, dead, 489 days	2973.2
TCGA-D6-A6EQ-01A	0 years, male, white, stage:Stage IVA, alive, 368 days	2963.9
TCGA-DQ-7588-01A	0 years, male, white, stage:'--, dead, 427 days	2962.5
TCGA-CN-A63T-01A	0 years, male, white, stage:Stage IVA, alive, 225 days	2956.7
TCGA-CV-A6JD-01A	0 years, female, white, stage:'--, dead, 182 days	2952.3
TCGA-CV-A45Z-01A	0 years, male, white, stage:'--, dead, 1466 days	2948.9
TCGA-CN-6011-01A	0 years, male, white, stage:Stage IVA, alive, 933 days	2936.8
TCGA-CN-A6UY-01A	0 years, male, white, stage:Stage IVA, alive, 713 days	2922.4
TCGA-CV-6936-01A	0 years, male, white, stage:Stage IVA, dead, 166 days	2921.3
TCGA-CV-5435-01A	0 years, male, white, stage:Stage IVA, dead, 2319 days	2916.2
TCGA-P3-A5QA-01A	0 years, male, stage:Stage I, alive, 2182 days	2911.4
TCGA-CQ-5327-01A	0 years, female, asian, stage:Stage IVA, alive, 1660 days	2903.5
TCGA-CV-A6JZ-01A	0 years, male, white, stage:Stage II, alive, 714 days	2892.9
TCGA-CV-5441-01A	0 years, male, white, stage:Stage IVA, alive, 2886 days	2825.3
TCGA-CR-5247-01A	0 years, male, black or african american, stage:'--, alive, 358 days	2804.7
TCGA-T2-A6WZ-01A	0 years, male, white, stage:'--, dead, 484 days	2804.0
TCGA-CV-7253-01A	0 years, male, black or african american, stage:Stage IVA, dead, 361 days	2792.3
TCGA-CR-7364-01A	0 years, male, white, stage:Stage III, alive, 1435 days	2784.8
TCGA-CV-5440-01A	0 years, male, white, stage:Stage IVA, alive, 3270 days	2782.2
TCGA-CV-5436-01A	0 years, male, stage:Stage IVA, dead, 584 days	2754.5
TCGA-BA-A4IF-01A	0 years, male, white, stage:'--, alive, 895 days	2744.2
TCGA-CV-6951-01A	0 years, male, white, stage:Stage IVA, dead, 915 days	2720.5
TCGA-CN-A641-01A	0 years, male, white, stage:Stage IVA, alive, 367 days	2720.0
TCGA-P3-A5Q5-01A	0 years, male, white, stage:Stage IVA, alive, 910 days	2696.1
TCGA-D6-6823-01A	0 years, male, white, stage:Stage II, alive, 701 days	2674.5
TCGA-IQ-A6SH-01A	0 years, male, black or african american, stage:Stage III, alive, 471 days	2670.9
TCGA-BB-A5HZ-01A	0 years, male, white, stage:Stage IVA, alive, 827 days	2666.4
TCGA-CQ-A4C7-01A	0 years, male, white, stage:Stage III, dead, 353 days	2659.3
TCGA-P3-A6SX-01A	0 years, male, white, stage:Stage III, dead, 1430 days	2658.0
TCGA-BB-A6UO-01A	0 years, female, white, stage:Stage IVA, dead, 268 days	2649.7
TCGA-BA-6869-01A	0 years, male, white, stage:Stage III, alive, 644 days	2640.8
TCGA-CV-7421-01A	0 years, male, white, stage:Stage IVA, dead, 2 days	2639.7
TCGA-CV-7263-01A	0 years, male, black or african american, stage:Stage II, dead, 560 days	2632.6
TCGA-CN-A6V7-01A	0 years, male, white, stage:Stage IVA, alive, 594 days	2616.6
TCGA-BB-4224-01A	0 years, male, white, stage:Stage IVA, alive, 278 days	2616.3
TCGA-F7-A61V-01A	0 years, male, white, stage:Stage II, alive, 759 days	2586.2
TCGA-F7-A50I-01A	0 years, male, white, stage:Stage IVA, alive, 92 days	2579.5
TCGA-F7-A622-01A	0 years, male, white, stage:Stage III, dead, 359 days	2573.9
TCGA-CV-A464-01A	0 years, male, white, stage:Stage III, alive, 1722 days	2571.9
TCGA-F7-A620-01A	0 years, male, white, stage:Stage III, alive, 543 days	2567.1
TCGA-CQ-7072-01A	0 years, male, white, stage:Stage II, alive, 2359 days	2560.4
TCGA-CV-7178-01A	0 years, female, white, stage:Stage IVA, dead, 2166 days	2556.7
TCGA-BA-A4II-01A	0 years, male, white, stage:Stage II, alive, 918 days	2546.7
TCGA-CN-6994-01A	0 years, male, white, stage:Stage IVA, alive, 1183 days	2533.5
TCGA-CV-7180-01A	0 years, male, white, stage:Stage II, dead, 327 days	2531.5
TCGA-QK-A6V9-01A	0 years, male, white, stage:Stage II, alive, 833 days	2527.6
TCGA-P3-A6T2-01A	0 years, male, white, stage:Stage IVA, alive, 2298 days	2517.4
TCGA-BA-4076-01A	0 years, male, white, stage:'--, dead, 415 days	2513.9
TCGA-UP-A6WW-01A	0 years, male, white, stage:'--, alive, 518 days	2506.0
TCGA-CV-7440-01A	0 years, male, white, stage:Stage II, dead, 675 days	2505.2
TCGA-CV-7432-01A	0 years, male, white, stage:Stage II, dead, 2570 days	2493.5
TCGA-RS-A6TO-01A	0 years, female, white, stage:Stage IVA, dead, 387 days	2491.2
TCGA-BA-A6DA-01A	0 years, female, white, stage:Stage IVA, alive, 351 days	2480.8
TCGA-CR-7365-01A	0 years, male, white, stage:Stage IVA, alive, 1191 days	2454.7
TCGA-CQ-A4CD-01A	0 years, male, white, stage:Stage IVA, alive, 1022 days	2447.7
TCGA-CV-5430-01A	0 years, male, white, stage:Stage IVA, alive, 4241 days	2447.5
TCGA-BA-A6DB-01A	0 years, female, white, stage:Stage I, alive, 216 days	2446.1
TCGA-BA-A6DL-01A	0 years, male, white, stage:'--, alive, 623 days	2438.9
TCGA-TN-A7HJ-01A	0 years, male, white, stage:Stage IVA, alive, 403 days	2432.9
TCGA-CR-7398-01A	0 years, female, white, stage:Stage II, alive, 156 days	2431.5
TCGA-UF-A7JH-01A	0 years, male, black or african american, stage:Stage IVA, alive, 896 days	2430.6
TCGA-CN-A63V-01A	0 years, male, white, stage:Stage IVA, alive, 679 days	2428.8
TCGA-CV-A465-01A	0 years, male, white, stage:Stage III, dead, 215 days	2428.4
TCGA-QK-AA3K-01A	0 years, male, black or african american, stage:Stage IVA, alive, 253 days	2423.7
TCGA-BB-4223-01A	0 years, male, white, stage:Stage IVA, alive, 3221 days	2402.7
TCGA-CQ-A4C9-01A	0 years, male, stage:Stage III, alive, 707 days	2396.9
TCGA-CR-6493-01A	0 years, male, black or african american, stage:Stage IVA, dead, 282 days	2372.2
TCGA-CR-7383-01A	0 years, female, white, stage:Stage I, dead, 521 days	2362.7
TCGA-CV-5966-01A	0 years, female, white, stage:Stage IVA, dead, 545 days	2355.1
TCGA-MT-A67D-01A	0 years, male, white, stage:Stage II, alive, 56 days	2344.6
TCGA-BA-6871-01A	0 years, male, white, stage:'--, dead, 108 days	2343.8
TCGA-UF-A7JK-01A	0 years, male, stage:Stage IVA, dead, 424 days	2332.0
TCGA-RS-A6TP-01A	0 years, male, white, stage:Stage II, alive, 516 days	2313.9
TCGA-T3-A92M-01A	0 years, male, black or african american, stage:Stage IVA, alive, 417 days	2307.8
TCGA-CV-7438-01A	0 years, female, white, stage:Stage I, dead, 194 days	2306.2
TCGA-QK-A6IF-01A	0 years, male, white, stage:'--, alive, 704 days	2293.1
TCGA-CN-A497-01A	0 years, male, stage:Stage III, alive, 1065 days	2282.2
TCGA-CV-7095-01A	0 years, female, stage:Stage II, dead, 572 days	2279.3
TCGA-BA-A4IH-01A	0 years, male, white, stage:'--, alive, 622 days	2271.8
TCGA-UF-A7JT-01A	0 years, female, white, stage:Stage IVA, dead, 993 days	2271.2
TCGA-CQ-A4CG-01A	0 years, female, white, stage:Stage III, dead, 430 days	2252.6
TCGA-CN-5356-01A	0 years, male, white, stage:Stage III, alive, 1409 days	2250.9
TCGA-BA-A6DE-01A	0 years, female, white, stage:Stage II, alive, 440 days	2244.0
TCGA-DQ-5629-01A	0 years, male, white, stage:'--, dead, 941 days	2241.5
TCGA-BA-A6DD-01A	0 years, male, black or african american, stage:Stage IVA, dead, 173 days	2239.6
TCGA-CV-7177-01A	0 years, female, white, stage:Stage II, dead, 663 days	2238.3
TCGA-CV-5976-01A	0 years, male, white, stage:Stage IVA, alive, 1478 days	2226.7
TCGA-QK-A6VC-01A	0 years, female, black or african american, stage:Stage IVA, alive, 600 days	2219.4
TCGA-F7-8298-01A	0 years, male, white, stage:Stage I, alive, 995 days	2215.6
TCGA-CV-6436-01A	0 years, male, white, stage:Stage IVA, alive, 1899 days	2207.8
TCGA-BA-A6DJ-01A	0 years, male, asian, stage:Stage IVA, dead, 407 days	2200.9
TCGA-CN-6022-01A	0 years, male, white, stage:Stage IVA, dead, 281 days	2197.1
TCGA-F7-A61W-01A	0 years, male, asian, stage:Stage IVA, alive, 14 days	2193.5
TCGA-CN-4725-01A	0 years, male, white, stage:Stage II, alive, 1157 days	2187.5
TCGA-CN-4727-01A	0 years, male, white, stage:Stage IVA, alive, 1560 days	2175.3
TCGA-D6-A6EO-01A	0 years, male, white, stage:Stage IVA, alive, 759 days	2168.5
TCGA-CQ-6224-01A	0 years, male, white, stage:Stage IVA, alive, 1721 days	2164.4
TCGA-D6-6516-01A	0 years, male, white, stage:Stage I, alive, 773 days	2158.8
TCGA-BA-A4IG-01A	0 years, male, white, stage:'--, alive, 855 days	2149.0
TCGA-IQ-A61E-01A	0 years, female, white, stage:Stage III, alive, 1147 days	2148.1
TCGA-CN-4740-01A	0 years, female, white, stage:Stage IVA, dead, 839 days	2144.6
TCGA-MZ-A5BI-01A	0 years, male, white, stage:'--, dead, 217 days	2140.4
TCGA-CR-5248-01A	0 years, male, white, stage:'--, alive, 1663 days	2135.6
TCGA-HL-7533-01A	0 years, male, white, stage:'--, alive, 1057 days	2129.0
TCGA-CV-6960-01A	0 years, male, black or african american, stage:Stage III, dead, 862 days	2128.7
TCGA-IQ-7630-01A	0 years, male, white, stage:Stage II, alive, 485 days	2126.1
TCGA-CV-6935-01A	0 years, male, white, stage:Stage IVA, dead, 295 days	2124.9
TCGA-P3-A5QE-01A	0 years, male, white, stage:Stage III, alive, 1559 days	2113.2
TCGA-CN-5363-01A	0 years, male, black or african american, stage:Stage IVB, dead, 253 days	2112.5
TCGA-BA-A6DG-01A	0 years, male, white, stage:'--, dead, 69 days	2103.2
TCGA-CX-7082-01A	0 years, male, white, stage:Stage IVA, dead, 11 days	2098.4
TCGA-CQ-A4CB-01A	0 years, male, stage:Stage III, alive, 893 days	2092.8
TCGA-CV-7100-01A	0 years, male, white, stage:Stage III, dead, 274 days	2085.7
TCGA-CN-6018-01A	0 years, female, white, stage:Stage IVA, dead, 580 days	2085.4
TCGA-CQ-5324-01A	0 years, male, white, stage:Stage III, alive, 1593 days	2084.3
TCGA-UF-A7J9-01A	0 years, male, white, stage:Stage IVA, alive, 1358 days	2075.6
TCGA-BA-6872-01A	0 years, male, white, stage:'--, dead, 384 days	2074.6
TCGA-P3-A5QF-01A	0 years, male, white, stage:Stage IVA, dead, 330 days	2071.9
TCGA-CQ-A4CH-01A	0 years, male, asian, stage:Stage II, dead, 379 days	2071.2
TCGA-P3-A6T3-01A	0 years, male, white, stage:Stage IVA, dead, 577 days	2071.0
TCGA-CV-A6JY-01A	0 years, male, white, stage:Stage IVA, alive, 646 days	2065.6
TCGA-P3-A6T0-01A	0 years, female, white, stage:Stage IVA, alive, 578 days	2061.1
TCGA-CN-6988-01A	0 years, male, white, stage:Stage IVA, alive, 318 days	2051.6
TCGA-CV-5439-01A	0 years, male, white, stage:Stage IVA, dead, 546 days	2047.4
TCGA-CQ-6227-01A	0 years, male, white, stage:Stage IVA, dead, 129 days	2040.0
TCGA-T2-A6WX-01A	0 years, female, white, stage:'--, dead, 209 days	2039.3
TCGA-CN-6023-01A	0 years, male, white, stage:Stage IVA, alive, 1584 days	2035.1
TCGA-CR-7367-01A	0 years, male, white, stage:Stage IVA, alive, 1440 days	2029.6
TCGA-IQ-A6SG-01A	0 years, female, white, stage:Stage III, alive, 579 days	2027.8
TCGA-CN-4726-01A	0 years, male, white, stage:Stage IVA, dead, 142 days	2018.2
TCGA-CV-5444-01A	0 years, male, black or african american, stage:Stage IVA, alive, 2437 days	2013.8
TCGA-H7-8502-01A	0 years, male, white, stage:Stage IVA, alive, 458 days	2008.6
TCGA-CV-7416-01A	0 years, female, white, stage:Stage IVA, dead, 763 days	2007.7
TCGA-CN-6995-01A	0 years, male, white, stage:Stage IVA, dead, 112 days	2007.1
TCGA-CR-6467-01A	0 years, male, white, stage:Stage III, alive, 1777 days	2000.7
TCGA-QK-A64Z-01A	0 years, female, white, stage:Stage IVA, dead, 641 days	1985.3
TCGA-4P-AA8J-01A	0 years, male, black or african american, stage:Stage IVA, alive, 102 days	1983.9
TCGA-CV-6945-01A	0 years, male, white, stage:Stage IVA, dead, 366 days	1981.7
TCGA-CV-5977-01A	0 years, male, white, stage:Stage IVA, alive, 1840 days	1979.0
TCGA-CV-7254-01A	0 years, male, white, stage:Stage II, dead, 1459 days	1975.4
TCGA-CN-A49B-01A	0 years, male, white, stage:Stage III, alive, 904 days	1973.0
TCGA-CV-7428-01A	0 years, male, white, stage:Stage IVA, dead, 1671 days	1968.6
TCGA-UF-A7JD-01A	0 years, male, stage:Stage IVA, dead, 739 days	1968.5
TCGA-CV-7245-01A	0 years, male, white, stage:Stage IVA, alive, 797 days	1964.5
TCGA-DQ-5631-01A	0 years, male, white, stage:'--, dead, 548 days	1963.6
TCGA-CN-4735-01A	0 years, male, white, stage:Stage IVA, alive, 1737 days	1959.7
TCGA-CV-6953-01A	0 years, female, white, stage:Stage III, dead, 1641 days	1954.6
TCGA-CR-7373-01A	0 years, male, white, stage:Stage IVA, alive, 889 days	1950.7
TCGA-DQ-7592-01A	0 years, male, american indian or alaska native, stage:'--, alive, 1143 days	1943.6
TCGA-CR-6491-01A	0 years, male, black or african american, stage:Stage IVA, alive, 693 days	1941.0
TCGA-KU-A6H8-01A	0 years, male, white, stage:Stage IVA, dead, 327 days	1937.7
TCGA-CV-A463-01A	0 years, female, white, stage:Stage IVA, dead, 23 days	1937.6
TCGA-CR-6474-01A	0 years, male, white, stage:Stage IVA, dead, 564 days	1936.9
TCGA-CV-7099-01A	0 years, female, white, stage:Stage II, dead, 243 days	1934.9
TCGA-CN-5361-01A	0 years, male, white, stage:Stage IVA, dead, 2120 days	1925.5
TCGA-CN-5364-01A	0 years, male, white, stage:Stage IVA, dead, 493 days	1923.5
TCGA-D6-8568-01A	0 years, male, white, stage:Stage II, alive, 759 days	1923.1
TCGA-DQ-7591-01A	0 years, male, white, stage:'--, alive, 622 days	1917.8
TCGA-CN-6992-01A	0 years, male, white, stage:Stage IVA, alive, 1066 days	1917.0
TCGA-CQ-6228-01A	0 years, female, white, stage:Stage IVA, dead, 456 days	1911.8
TCGA-IQ-A61O-01A	0 years, male, white, stage:Stage IVA, dead, 421 days	1911.2
TCGA-CV-6941-01A	0 years, male, white, stage:Stage III, dead, 342 days	1910.4
TCGA-MT-A67F-01A	0 years, female, white, stage:Stage IVA, alive, 384 days	1909.0
TCGA-D6-A4ZB-01A	0 years, male, white, stage:Stage III, alive, 376 days	1907.8
TCGA-CQ-6219-01A	0 years, female, white, stage:Stage IVA, dead, 479 days	1907.5
TCGA-CV-7103-01A	0 years, male, white, stage:Stage IVA, dead, 1591 days	1904.8
TCGA-CV-6940-01A	0 years, female, white, stage:Stage III, dead, 804 days	1902.2
TCGA-P3-A6T5-01A	0 years, female, white, stage:Stage IVA, dead, 882 days	1897.4
TCGA-CV-7425-01A	0 years, female, white, stage:Stage III, dead, 1718 days	1896.8
TCGA-CN-6019-01A	0 years, male, white, stage:Stage IVA, alive, 1038 days	1890.3
TCGA-DQ-5630-01A	0 years, male, white, stage:'--, alive, 1030 days	1885.0
TCGA-CV-7102-01A	0 years, female, white, stage:Stage IVA, dead, 56 days	1880.4
TCGA-CQ-7068-01A	0 years, female, white, stage:Stage II, alive, 1309 days	1878.6
TCGA-UF-A718-01A	0 years, male, white, stage:Stage IVA, alive, 1971 days	1877.7
TCGA-KU-A66T-01A	0 years, female, white, stage:Stage IVA, alive, 552 days	1875.9
TCGA-CV-A6JT-01A	0 years, male, white, stage:Stage II, alive, 852 days	1875.8
TCGA-F7-A623-01A	0 years, male, white, stage:Stage IVA, alive, 616 days	1867.0
TCGA-P3-A6SW-01A	0 years, male, white, stage:Stage IVB, alive, 1120 days	1863.1
TCGA-CV-7430-01A	0 years, male, white, stage:Stage IVA, dead, 495 days	1859.6
TCGA-CQ-6229-01A	0 years, male, white, stage:Stage II, alive, 1179 days	1850.3
TCGA-QK-A652-01A	0 years, male, white, stage:Stage III, alive, 645 days	1840.0
TCGA-CR-7374-01A	0 years, female, white, stage:'--, alive, 30 days	1838.5
TCGA-CQ-5333-01A	0 years, male, white, stage:Stage II, dead, 341 days	1837.5
TCGA-CN-4737-01A	0 years, male, white, stage:Stage IVA, alive, 625 days	1831.8
TCGA-HD-7753-01A	0 years, male, black or african american, stage:Stage I, alive, 866 days	1829.5
TCGA-CQ-A4CE-01A	0 years, female, stage:Stage II, alive, 897 days	1827.3
TCGA-D6-A74Q-01A	0 years, male, white, stage:Stage IVA, alive, 710 days	1826.9
TCGA-CN-4739-01A	0 years, male, white, stage:Stage IVA, dead, 1394 days	1825.4
TCGA-CN-A49C-01A	0 years, male, white, stage:'--, alive, 645 days	1824.5
TCGA-CV-7252-01A	0 years, female, black or african american, stage:Stage IVA, dead, 151 days	1824.2
TCGA-CV-A6K2-01A	0 years, male, white, stage:Stage IVA, dead, 317 days	1823.5
TCGA-CN-A499-01A	0 years, female, white, stage:Stage II, alive, 717 days	1815.2
TCGA-CV-A45T-01A	0 years, female, white, stage:'--, dead, 4856 days	1809.3
TCGA-CN-5366-01A	0 years, male, white, stage:Stage IVA, dead, 360 days	1807.8
TCGA-DQ-5624-01A	0 years, female, white, stage:'--, alive, 1778 days	1802.5
TCGA-CV-7255-01A	0 years, female, white, stage:Stage IVA, dead, 64 days	1791.9
TCGA-CV-6933-01A	0 years, male, white, stage:Stage III, dead, 2741 days	1791.8
TCGA-UF-A71B-01A	0 years, male, white, stage:Stage IVA, alive, 1506 days	1789.0
TCGA-BA-6870-01A	0 years, female, black or african american, stage:'--, dead, 451 days	1787.0
TCGA-CQ-6221-01A	0 years, male, white, stage:'--, alive, 1000 days	1785.2
TCGA-CV-6937-01A	0 years, male, white, stage:Stage II, dead, 624 days	1778.1
TCGA-CV-5978-01A	0 years, female, black or african american, stage:Stage IVB, dead, 215 days	1774.5
TCGA-T2-A6X2-01A	0 years, male, white, stage:Stage III, alive, 987 days	1771.1
TCGA-D6-8569-01A	0 years, male, white, stage:Stage II, alive, 770 days	1770.1
TCGA-CV-7422-01A	0 years, female, white, stage:Stage IVA, dead, 1037 days	1766.6
TCGA-BB-A5HU-01A	0 years, male, white, stage:Stage IVA, alive, 782 days	1764.6
TCGA-MT-A51W-01A	0 years, female, white, stage:Stage I, alive, 437 days	1763.8
TCGA-BA-A6DI-01A	0 years, male, black or african american, stage:'--, dead, 336 days	1762.1
TCGA-CN-A6V3-01A	0 years, male, white, stage:Stage IVA, alive, 742 days	1760.1
TCGA-D6-6825-01A	0 years, male, white, stage:Stage I, alive, 491 days	1757.7
TCGA-IQ-A61H-01A	0 years, male, white, stage:Stage II, alive, 1138 days	1755.3
TCGA-CR-7379-01A	0 years, female, white, stage:Stage IVA, alive, 1036 days	1749.0
TCGA-CV-7091-01A	0 years, male, white, stage:Stage I, alive, 3381 days	1737.4
TCGA-BB-4217-01A	0 years, male, black or african american, stage:Stage IVA, alive, 187 days	1736.0
TCGA-KU-A6H7-01A	0 years, female, white, stage:Stage IVA, alive, 586 days	1735.2
TCGA-BA-5152-01A	0 years, male, white, stage:Stage IVA, alive, 1288 days	1729.0
TCGA-CV-A461-01A	0 years, male, white, stage:'--, dead, 2064 days	1726.3
TCGA-CQ-A4C6-01A	0 years, male, asian, stage:Stage II, alive, 1353 days	1726.0
TCGA-D6-A4Z9-01A	0 years, male, white, stage:Stage IVA, alive, 539 days	1719.7
TCGA-CR-7404-01A	0 years, male, white, stage:'--, alive, 1472 days	1715.1
TCGA-CV-6934-01A	0 years, female, white, stage:Stage IVA, dead, 65 days	1713.0
TCGA-CN-4736-01A	0 years, female, white, stage:'--, dead, 395 days	1706.3
TCGA-CN-4722-01A	0 years, female, white, stage:Stage II, alive, 1483 days	1700.2
TCGA-CV-6959-01A	0 years, male, white, stage:Stage III, dead, 256 days	1699.3
TCGA-BA-A8YP-01A	0 years, male, black or african american, stage:Stage IVB, alive, 499 days	1697.4
TCGA-C9-A480-01A	0 years, female, asian, stage:Stage III, alive, 386 days	1695.1
TCGA-CR-6487-01A	0 years, male, white, stage:Stage I, alive, 234 days	1691.8
TCGA-CR-7385-01A	0 years, male, white, stage:'--, alive, 997 days	1686.1
TCGA-CN-5365-01A	0 years, male, white, stage:Stage IVB, dead, 351 days	1683.8
TCGA-CX-7086-01A	0 years, male, black or african american, stage:Stage III, alive, 573 days	1681.7
TCGA-CN-6997-01A	0 years, male, white, stage:Stage IVA, dead, 988 days	1673.2
TCGA-D6-6517-01A	0 years, male, white, stage:Stage III, alive, 292 days	1670.9
TCGA-CV-6938-01A	0 years, male, white, stage:Stage II, dead, 144 days	1659.8
TCGA-CN-5367-01A	0 years, female, white, stage:Stage IVA, dead, 352 days	1658.2
TCGA-UF-A7JO-01A	0 years, female, white, stage:Stage IVA, dead, 631 days	1654.9
TCGA-F7-7848-01A	0 years, male, white, stage:Stage IVA, alive, 1131 days	1645.3
TCGA-CV-7242-01A	0 years, female, white, stage:Stage II, alive, 1095 days	1641.5
TCGA-CQ-6220-01A	0 years, male, white, stage:Stage III, dead, 985 days	1627.9
TCGA-CN-4728-01A	0 years, male, white, stage:Stage IVA, alive, 1724 days	1624.6
TCGA-CN-A498-01A	0 years, female, white, stage:Stage III, dead, 773 days	1616.9
TCGA-CR-6492-01A	0 years, male, white, stage:Stage III, alive, 479 days	1616.5
TCGA-CV-7248-01A	0 years, female, black or african american, stage:Stage IVA, dead, 521 days	1612.2
TCGA-CV-A45Y-01A	0 years, male, american indian or alaska native, stage:Stage IVA, dead, 2703 days	1606.6
TCGA-IQ-7632-01A	0 years, female, white, stage:Stage IVA, alive, 441 days	1601.6
TCGA-MT-A51X-01A	0 years, male, white, stage:Stage IVA, alive, 242 days	1592.6
TCGA-BA-6873-01A	0 years, male, white, stage:Stage IVA, alive, 122 days	1591.3
TCGA-CV-7568-01A	0 years, female, white, stage:Stage IVA, dead, 927 days	1591.3
TCGA-CV-7089-01A	0 years, male, white, stage:Stage IVA, dead, 1972 days	1591.2
TCGA-CN-4742-01A	0 years, female, white, stage:Stage IVA, dead, 397 days	1587.8
TCGA-CV-A45R-01A	0 years, male, white, stage:Stage III, alive, 5480 days	1583.8
TCGA-CV-7413-01A	0 years, female, white, stage:Stage II, dead, 294 days	1582.2
TCGA-BA-5558-01A	0 years, male, white, stage:'--, alive, 1995 days	1575.2
TCGA-CV-7406-01A	0 years, male, white, stage:Stage II, dead, 1748 days	1575.1
TCGA-H7-A76A-01A	0 years, male, white, stage:'--, alive, 637 days	1570.5
TCGA-CV-A45X-01A	0 years, male, white, stage:Stage IVA, dead, 198 days	1554.5
TCGA-BB-A6UM-01A	0 years, male, white, stage:Stage III, alive, 393 days	1549.7
TCGA-HD-7831-01A	0 years, male, white, stage:Stage IVA, alive, 667 days	1548.9
TCGA-HD-7832-01A	0 years, male, white, stage:Stage IVA, alive, 836 days	1546.4
TCGA-CR-7371-01A	0 years, female, white, stage:Stage III, dead, 94 days	1530.4
TCGA-CR-7380-01A	0 years, male, white, stage:Stage IVB, dead, 606 days	1526.5
TCGA-CV-7235-01A	0 years, male, white, stage:Stage II, alive, 2347 days	1520.9
TCGA-CQ-6218-01A	0 years, female, white, stage:Stage IVA, alive, 1253 days	1519.1
TCGA-QK-A8Z8-01A	0 years, female, black or african american, stage:Stage IVC, dead, 171 days	1517.3
TCGA-CV-7247-01A	0 years, male, white, stage:Stage III, dead, 577 days	1512.9
TCGA-CV-A45V-01A	0 years, female, white, stage:Stage IVA, dead, 32 days	1511.9
TCGA-CN-6010-01A	0 years, male, white, stage:Stage IVA, alive, 1523 days	1511.4
TCGA-CV-A468-01A	0 years, male, stage:Stage IVA, dead, 464 days	1510.0
TCGA-QK-AA3J-01A	0 years, male, black or african american, stage:Stage I, alive, 466 days	1509.0
TCGA-HD-8635-01A	0 years, female, white, stage:Stage III, alive, 695 days	1509.0
TCGA-P3-A6T7-01A	0 years, male, white, stage:Stage IVA, dead, 487 days	1505.7
TCGA-CR-6484-01A	0 years, female, asian, stage:Stage IVA, alive, 354 days	1503.3
TCGA-CV-5979-01A	0 years, male, white, stage:Stage IVA, alive, 1315 days	1502.5
TCGA-H7-A6C4-01A	0 years, female, white, stage:Stage IVA, dead, 414 days	1501.9
TCGA-QK-A8ZB-01A	0 years, male, black or african american, stage:Stage IVA, alive, 542 days	1501.1
TCGA-CV-5431-01A	0 years, male, white, stage:Stage IVA, dead, 522 days	1498.4
TCGA-F7-A50G-01A	0 years, male, white, stage:Stage III, alive, 616 days	1497.9
TCGA-CV-7261-01A	0 years, male, white, stage:Stage IVA, alive, 1512 days	1495.0
TCGA-CV-7410-01A	0 years, male, white, stage:Stage III, dead, 6417 days	1490.1
TCGA-HD-A4C1-01A	0 years, female, black or african american, stage:Stage IVA, alive, 11 days	1489.7
TCGA-CV-7433-01A	0 years, male, white, stage:Stage IVA, dead, 601 days	1487.0
TCGA-CR-6481-01A	0 years, male, white, stage:'--, alive, 311 days	1473.4
TCGA-BA-5556-01A	0 years, female, white, stage:Stage II, alive, 725 days	1473.4
TCGA-CQ-5326-01A	0 years, male, white, stage:Stage IVA, dead, 89 days	1472.4
TCGA-CV-6961-01A	0 years, male, white, stage:Stage II, dead, 76 days	1468.3
TCGA-CV-7415-01A	0 years, male, white, stage:Stage IVA, dead, 695 days	1465.2
TCGA-CV-A45P-01A	0 years, female, white, stage:Stage I, alive, 639 days	1451.3
TCGA-IQ-7631-01A	0 years, female, white, stage:Stage II, alive, 1172 days	1447.2
TCGA-BA-5557-01A	0 years, female, stage:Stage III, alive, 623 days	1445.4
TCGA-CQ-7063-01A	0 years, female, white, stage:Stage I, alive, 2133 days	1443.3
TCGA-CV-6003-01A	0 years, female, white, stage:Stage III, alive, 1665 days	1440.7
TCGA-CV-7423-01A	0 years, male, white, stage:Stage II, dead, 3059 days	1432.5
TCGA-P3-A6T4-01A	0 years, male, white, stage:Stage IVA, dead, 62 days	1432.1
TCGA-CN-4723-01A	0 years, male, white, stage:Stage IVA, alive, 1699 days	1428.5
TCGA-D6-6824-01A	0 years, male, white, stage:Stage IVA, alive, 77 days	1428.5
TCGA-DQ-5625-01A	0 years, female, white, stage:'--, dead, 1133 days	1428.4
TCGA-CV-7434-01A	0 years, male, white, stage:Stage IVA, dead, 218 days	1424.1
TCGA-CN-6021-01A	0 years, female, white, stage:'--, dead, 276 days	1412.6
TCGA-HD-8314-01A	0 years, male, white, stage:Stage III, alive, 670 days	1412.3
TCGA-CV-6942-01A	0 years, female, white, stage:Stage II, alive, 4282 days	1412.2
TCGA-UF-A7JC-01A	0 years, male, white, stage:Stage IVA, dead, 546 days	1411.3
TCGA-BA-4078-01A	0 years, male, white, stage:'--, dead, 276 days	1411.0
TCGA-CR-7372-01A	0 years, male, white, stage:Stage I, alive, 759 days	1409.1
TCGA-CN-4738-01A	0 years, male, white, stage:Stage IVA, dead, 436 days	1407.9
TCGA-CV-7435-01A	0 years, female, white, stage:Stage IVA, dead, 4680 days	1392.8
TCGA-CN-4729-01A	0 years, male, white, stage:Stage III, alive, 392 days	1392.5
TCGA-CQ-5323-01A	0 years, male, white, stage:Stage I, alive, 1466 days	1390.5
TCGA-CV-7183-01A	0 years, male, white, stage:Stage II, alive, 3981 days	1390.2
TCGA-CR-6482-01A	0 years, male, black or african american, stage:'--, alive, 345 days	1379.3
TCGA-CV-5434-01A	0 years, male, black or african american, stage:Stage IVA, dead, 3314 days	1377.8
TCGA-CR-7395-01A	0 years, female, white, stage:Stage II, alive, 930 days	1373.7
TCGA-BA-5151-01A	0 years, male, white, stage:Stage IVA, alive, 722 days	1373.6
TCGA-C9-A47Z-01A	0 years, female, asian, stage:Stage III, dead, 191 days	1372.2
TCGA-CV-6939-01A	0 years, male, white, stage:Stage IVA, dead, 666 days	1372.0
TCGA-CV-7424-01A	0 years, male, asian, stage:Stage IVA, dead, 453 days	1365.7
TCGA-CV-6433-01A	0 years, male, white, stage:Stage II, alive, 641 days	1364.3
TCGA-CV-5443-01A	0 years, male, black or african american, stage:Stage III, alive, 2784 days	1362.9
TCGA-CN-6020-01A	0 years, male, black or african american, stage:Stage III, dead, 205 days	1356.3
TCGA-CN-5370-01A	0 years, male, white, stage:Stage III, dead, 259 days	1350.7
TCGA-F7-8489-01A	0 years, male, white, stage:Stage II, alive, 658 days	1350.4
TCGA-CR-6478-01A	0 years, female, white, stage:'--, dead, 183 days	1346.8
TCGA-D6-6515-01A	0 years, female, white, stage:Stage II, dead, 403 days	1345.0
TCGA-CN-5355-01A	0 years, male, black or african american, stage:Stage IVA, alive, 1278 days	1339.8
TCGA-CR-7401-01A	0 years, male, white, stage:Stage I, alive, 1077 days	1335.1
TCGA-BA-5555-01A	0 years, male, black or african american, stage:Stage IVA, alive, 520 days	1329.2
TCGA-CV-A460-01A	0 years, male, white, stage:'--, dead, 1838 days	1324.9
TCGA-CV-7446-01A	0 years, male, white, stage:Stage IVA, dead, 1093 days	1324.2
TCGA-CQ-5334-01A	0 years, male, white, stage:Stage IVA, dead, 129 days	1323.3
TCGA-CR-7393-01A	0 years, male, white, stage:Stage III, alive, 993 days	1322.5
TCGA-CV-6948-01A	0 years, female, white, stage:Stage IVB, dead, 1289 days	1321.5
TCGA-CV-7101-01A	0 years, male, white, stage:Stage II, dead, 160 days	1316.8
TCGA-CQ-7071-01A	0 years, female, white, stage:Stage III, alive, 1311 days	1315.4
TCGA-HD-8634-01A	0 years, female, white, stage:Stage I, dead, 385 days	1305.3
TCGA-CN-A6V6-01A	0 years, male, white, stage:Stage IVA, alive, 635 days	1303.1
TCGA-CV-7236-01A	0 years, female, white, stage:Stage IVA, dead, 144 days	1301.6
TCGA-CN-6989-01A	0 years, male, white, stage:Stage IVA, dead, 980 days	1294.3
TCGA-CR-7388-01A	0 years, female, white, stage:'--, dead, 823 days	1288.9
TCGA-CN-6012-01A	0 years, male, white, stage:Stage IVA, alive, 1460 days	1285.9
TCGA-CV-7250-01A	0 years, male, white, stage:Stage IVA, dead, 2900 days	1279.5
TCGA-CN-6013-01A	0 years, male, white, stage:Stage IVA, dead, 727 days	1277.1
TCGA-CN-6024-01A	0 years, male, white, stage:Stage IVA, dead, 337 days	1275.4
TCGA-CN-5369-01A	0 years, female, white, stage:Stage IVA, dead, 1 days	1273.2
TCGA-CQ-7065-01A	0 years, male, asian, stage:Stage II, alive, 1628 days	1269.4
TCGA-CV-5971-01A	0 years, male, white, stage:Stage IVA, alive, 701 days	1269.0
TCGA-IQ-A61J-01A	0 years, male, white, stage:Stage IVA, alive, 1021 days	1260.5
TCGA-CR-7377-01A	0 years, male, white, stage:Stage IVA, dead, 279 days	1257.4
TCGA-CX-7219-01A	0 years, male, black or african american, stage:Stage IVA, alive, 1045 days	1250.9
TCGA-CR-7397-01A	0 years, male, white, stage:Stage IVA, alive, 754 days	1250.7
TCGA-BB-8596-01A	0 years, female, white, stage:Stage IVA, alive, 2161 days	1249.3
TCGA-CN-4734-01A	0 years, male, white, stage:Stage II, alive, 1690 days	1244.1
TCGA-CV-A45W-01A	0 years, male, white, stage:Stage II, dead, 1398 days	1239.9
TCGA-CV-7090-01A	0 years, male, white, stage:Stage II, alive, 5252 days	1239.4
TCGA-CR-5249-01A	0 years, female, white, stage:Stage II, alive, 1152 days	1239.1
TCGA-CN-6998-01A	0 years, male, white, stage:Stage IVA, dead, 357 days	1238.5
TCGA-CV-7414-01A	0 years, male, white, stage:Stage IVA, dead, 14 days	1224.9
TCGA-CR-7391-01A	0 years, female, white, stage:Stage I, alive, 913 days	1206.4
TCGA-CR-7369-01A	0 years, male, white, stage:Stage IVA, dead, 1090 days	1202.2
TCGA-HD-7229-01A	0 years, male, white, stage:Stage IVA, alive, 1027 days	1200.9
TCGA-CV-6950-01A	0 years, male, white, stage:Stage IVA, dead, 459 days	1197.3
TCGA-CR-6470-01A	0 years, male, white, stage:Stage II, alive, 1521 days	1193.0
TCGA-CV-7427-01A	0 years, female, white, stage:Stage II, dead, 4760 days	1190.8
TCGA-CQ-5331-01A	0 years, female, white, stage:'--, alive, 1399 days	1189.8
TCGA-CR-7390-01A	0 years, male, white, stage:Stage IVA, alive, 1508 days	1182.1
TCGA-CN-6996-01A	0 years, female, white, stage:Stage IVA, dead, 530 days	1177.7
TCGA-CR-6473-01A	0 years, male, white, stage:'--, alive, 1125 days	1170.2
TCGA-CV-7238-01A	0 years, female, white, stage:Stage II, alive, 2727 days	1167.5
TCGA-CN-6016-01A	0 years, male, white, stage:Stage IVA, alive, 1443 days	1167.2
TCGA-CR-5250-01A	0 years, male, white, stage:'--, alive, 799 days	1165.6
TCGA-CR-6477-01A	0 years, female, white, stage:'--, alive, 514 days	1161.1
TCGA-D6-6826-01A	0 years, female, white, stage:Stage IVA, dead, 348 days	1157.4
TCGA-CR-6471-01A	0 years, male, white, stage:Stage IVA, dead, 1202 days	1155.5
TCGA-CQ-6222-01A	0 years, male, white, stage:Stage IVA, alive, 2016 days	1155.3
TCGA-HD-A6HZ-01A	0 years, female, white, stage:Stage III, alive, 111 days	1155.1
TCGA-CR-7370-01A	0 years, female, white, stage:'--, alive, 105 days	1148.1
TCGA-CN-4741-01A	0 years, male, white, stage:Stage IVA, alive, 2239 days	1144.6
TCGA-BA-5153-01A	0 years, male, white, stage:'--, dead, 1762 days	1144.3
TCGA-CR-7382-01A	0 years, male, white, stage:Stage IVA, alive, 796 days	1140.7
TCGA-T2-A6X0-01A	0 years, male, white, stage:'--, alive, 216 days	1140.6
TCGA-CR-6488-01A	0 years, female, white, stage:Stage II, alive, 379 days	1132.0
TCGA-UF-A7JJ-01A	0 years, male, stage:Stage IVA, alive, 549 days	1127.7
TCGA-CV-7411-01A	0 years, female, white, stage:Stage IVA, dead, 2717 days	1124.7
TCGA-CQ-5325-01A	0 years, male, white, stage:Stage I, dead, 654 days	1111.4
TCGA-CQ-6223-01A	0 years, male, white, stage:Stage II, alive, 1428 days	1108.7
TCGA-CN-5359-01A	0 years, male, white, stage:Stage IVA, dead, 377 days	1105.3
TCGA-CV-7407-01A	0 years, female, white, stage:Stage II, dead, 1081 days	1075.6
TCGA-UF-A71E-01A	0 years, male, white, stage:Stage IVA, dead, 1504 days	1075.1
TCGA-CV-6952-01A	0 years, female, white, stage:Stage IVA, dead, 185 days	1066.2
TCGA-CV-6955-01A	0 years, female, white, stage:Stage II, dead, 334 days	1046.9
TCGA-H7-7774-01A	0 years, female, white, stage:Stage IVA, alive, 407 days	1035.4
TCGA-CR-7386-01A	0 years, male, white, stage:Stage IVA, alive, 1430 days	1024.8
TCGA-BA-5559-01A	0 years, male, white, stage:'--, dead, 2083 days	1020.1
TCGA-CQ-7069-01A	0 years, female, white, stage:Stage II, alive, 1274 days	1016.0
TCGA-CV-6943-01A	0 years, male, white, stage:Stage III, dead, 602 days	1012.1
TCGA-CV-7104-01A	0 years, female, white, stage:Stage IVA, dead, 393 days	1011.0
TCGA-CR-7392-01A	0 years, female, white, stage:Stage IVA, alive, 1425 days	1009.9
TCGA-HD-7754-01A	0 years, male, white, stage:Stage IVA, alive, 783 days	1003.5
TCGA-CR-7389-01A	0 years, male, black or african american, stage:'--, alive, 392 days	963.9
TCGA-CV-7418-01A	0 years, male, black or african american, stage:Stage IVA, dead, 789 days	943.8
TCGA-CN-4733-01A	0 years, male, white, stage:Stage III, alive, 1586 days	940.7
TCGA-CR-6480-01A	0 years, male, white, stage:'--, alive, 362 days	940.1
TCGA-CR-7376-01A	0 years, male, white, stage:Stage III, alive, 972 days	921.9
TCGA-CV-5970-01A	0 years, male, white, stage:Stage IVA, dead, 406 days	903.8
TCGA-CN-5360-01A	0 years, male, white, stage:Stage IVA, alive, 2169 days	858.2
TCGA-P3-A6T8-01A	0 years, male, white, stage:Stage IVA, alive, 400 days	833.3
TCGA-CN-6017-01A	0 years, male, white, stage:Stage IVA, dead, 853 days	830.7
TCGA-WA-A7H4-01A	0 years, male, white, stage:Stage II, alive, 443 days	829.1
TCGA-CN-5358-01A	0 years, male, white, stage:Stage II, dead, 261 days	820.0
TCGA-HD-8224-01A	0 years, male, white, stage:Stage IVA, dead, 446 days	814.6
TCGA-CR-7368-01A	0 years, male, white, stage:Stage IVA, alive, 1245 days	776.7
TCGA-CX-7085-01A	0 years, female, white, stage:Stage I, alive, 321 days	770.0
TCGA-UF-A719-01A	0 years, male, stage:Stage II, alive, 1663 days	754.1
TCGA-CR-7394-01A	0 years, male, white, stage:Stage IVA, alive, 1346 days	637.3
TCGA-CR-5243-01A	0 years, male, white, stage:'--, alive, 2562 days	629.8
TCGA-CN-5373-01A	0 years, female, white, stage:Stage I, alive, 1584 days	618.1
TCGA-CR-7402-01A	0 years, male, white, stage:'--, alive, 911 days	592.3
TCGA-CV-A45O-01A	0 years, male, white, stage:'--, alive, 851 days	590.1
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HEAD AND NECK SQUAMOUS CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

183

Samples

Sample ID	Sample type	nRPX
CPT0245600003	Tumor	0.9
CPT0162940003	Tumor	0.9
CPT0127050003	Tumor	0.8
CPT0246590003	Tumor	0.7
CPT0245460003	Normal	0.7
CPT0163530003	Tumor	0.7
CPT0245400003	Tumor	0.7
CPT0244940004	Tumor	0.6
CPT0163910003	Tumor	0.6
CPT0169740004	Normal	0.6
CPT0013130003	Tumor	0.6
CPT0162890003	Tumor	0.6
CPT0235470002	Normal	0.5
CPT0281470002	Normal	0.5
C3N-01620-05	Normal	0.5
CPT0163090003	Tumor	0.5
CPT0011130005	Tumor	0.5
C3N-04279-05	Normal	0.5
CPT0245630003	Tumor	0.4
CPT0235460003	Tumor	0.4
CPT0094490004	Tumor	0.4
CPT0177710003	Tumor	0.4
CPT0163240003	Tumor	0.4
CPT0008630003	Tumor	0.4
CPT0245450003	Tumor	0.4
CPT0245500003	Tumor	0.4
CPT0088010003	Normal	0.4
CPT0094420004	Tumor	0.4
C3N-00857-05	Normal	0.4
CPT0013210004	Tumor	0.4
CPT0163430003	Normal	0.3
CPT0163170003	Normal	0.3
CPT0229220002	Normal	0.3
CPT0087990003	Tumor	0.3
CPT0244890004	Tumor	0.3
CPT0278700002	Normal	0.3
CPT0245410003	Normal	0.3
CPT0261520003	Tumor	0.3
CPT0163610003	Normal	0.3
C3N-04275-05	Normal	0.3
CPT0024810003	Tumor	0.3
CPT0013000004	Tumor	0.3
CPT0245300003	Tumor	0.3
CPT0226350003	Normal	0.3
CPT0223970003	Tumor	0.3
CPT0226270003	Normal	0.3
CPT0013460003	Normal	0.2
CPT0246620003	Tumor	0.2
CPT0250310003	Tumor	0.2
CPT0169640003	Tumor	0.2
CPT0094350004	Tumor	0.2
CPT0163490003	Normal	0.2
CPT0013430003	Tumor	0.2
CPT0199830003	Normal	0.2
CPT0163840003	Tumor	0.2
CPT0177390003	Tumor	0.2
CPT0163020003	Normal	0.2
C3N-02693-06	Normal	0.2
CPT0094580003	Normal	0.2
CPT0194790003	Tumor	0.2
C3N-01758-04	Normal	0.2
CPT0190860003	Normal	0.2
CPT0196210003	Tumor	0.2
CPT0237130004	Tumor	0.2
C3N-01859-04	Normal	0.2
CPT0245230004	Tumor	0.2
CPT0226390003	Tumor	0.1
CPT0245350003	Tumor	0.1
CPT0226090003	Normal	0.1
CPT0245560003	Normal	0.1
CPT0088410003	Tumor	0.1
CPT0163790003	Tumor	0.1
CPT0245060004	Tumor	0.1
CPT0235910003	Tumor	0.1
C3N-04276-06	Normal	0.1
CPT0013250003	Normal	0.1
CPT0162990004	Tumor	0.1
CPT0220610003	Tumor	0.1
CPT0190850003	Tumor	0.1
CPT0094280004	Tumor	0.1
CPT0237640003	Normal	0.1
CPT0248520003	Tumor	0.1
CPT0194250003	Tumor	0.1
CPT0222360003	Tumor	0.1
CPT0245140003	Normal	0.1
CPT0236620003	Tumor	0.1
CPT0236870003	Normal	0.1
CPT0226400003	Normal	0.1
CPT0176770003	Tumor	0.1
CPT0207870004	Tumor	0.0
CPT0237150003	Normal	0.0
CPT0194420003	Tumor	0.0
CPT0163860003	Normal	0.0
CPT0163600003	Tumor	0.0
CPT0177220003	Normal	0.0
CPT0163650003	Tumor	0.0
CPT0236640003	Normal	0.0
CPT0088060004	Tumor	0.0
CPT0163250003	Normal	0.0
CPT0235920003	Normal	0.0
CPT0123280003	Normal	0.0
CPT0237480004	Tumor	0.0
CPT0163410003	Tumor	0.0
CPT0123260003	Tumor	0.0
CPT0163480003	Tumor	0.0
CPT0199820003	Tumor	0.0
CPT0194260003	Normal	0.0
CPT0256560003	Tumor	0.0
CPT0094560004	Tumor	0.0
CPT0008960003	Normal	0.0
CPT0226130003	Tumor	0.0
CPT0245010003	Tumor	0.0
CPT0237500003	Normal	-0.1
CPT0084630009	Tumor	-0.1
CPT0169730003	Tumor	-0.1
CPT0177200003	Tumor	-0.1
CPT0245550003	Tumor	-0.1
CPT0088080003	Normal	-0.1
CPT0163800003	Normal	-0.1
CPT0163340003	Tumor	-0.1
CPT0199710003	Normal	-0.1
CPT0011320003	Normal	-0.1
CPT0226440003	Tumor	-0.1
CPT0245190003	Normal	-0.1
CPT0163160003	Tumor	-0.1
CPT0223460003	Normal	-0.1
CPT0226450003	Normal	-0.1
CPT0245180003	Tumor	-0.1
CPT0087820003	Tumor	-0.1
CPT0237620004	Tumor	-0.1
CPT0123190003	Normal	-0.1
CPT0226250004	Tumor	-0.2
CPT0199890003	Normal	-0.2
CPT0245730003	Tumor	-0.2
CPT0243140004	Normal	-0.2
CPT0163720003	Normal	-0.2
CPT0201830004	Tumor	-0.2
CPT0199700003	Tumor	-0.2
CPT0123180003	Tumor	-0.2
CPT0222200003	Normal	-0.2
CPT0201860004	Normal	-0.2
CPT0169890003	Tumor	-0.2
CPT0194960003	Tumor	-0.2
CPT0013030003	Normal	-0.2
CPT0222180003	Tumor	-0.2
CPT0241980004	Tumor	-0.2
CPT0195680003	Tumor	-0.2
CPT0245020003	Normal	-0.2
CPT0246540003	Tumor	-0.2
CPT0011290003	Tumor	-0.2
CPT0246670003	Tumor	-0.3
CPT0220620003	Normal	-0.3
CPT0088430003	Normal	-0.3
CPT0245130003	Tumor	-0.3
CPT0199880003	Tumor	-0.3
CPT0223450003	Tumor	-0.3
CPT0195880003	Normal	-0.3
CPT0195700003	Normal	-0.3
CPT0226030003	Tumor	-0.3
CPT0245680003	Tumor	-0.3
CPT0236850004	Tumor	-0.3
CPT0008520008	Tumor	-0.3
CPT0226340003	Tumor	-0.3
C3N-00295-05	Normal	-0.3
CPT0194800003	Normal	-0.4
CPT0163740003	Tumor	-0.4
CPT0248330003	Tumor	-0.4
CPT0196040003	Tumor	-0.4
CPT0008930003	Tumor	-0.4
CPT0084650004	Normal	-0.4
CPT0095040003	Tumor	-0.4
CPT0195860003	Tumor	-0.4
CPT0196060003	Normal	-0.5
CPT0177010003	Tumor	-0.5
CPT0169920003	Normal	-0.5
CPT0242000004	Normal	-0.6
CPT0243090003	Tumor	-0.6
CPT0248350003	Normal	-0.6
CPT0184530003	Tumor	-0.6
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 HPA003371
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