Expression of RPL30 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

RPL30 is not prognostic in Head and Neck Squamous Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 1686.67

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

2366.7

Number of samples

492

Samples

Sample	Description	TPM
TCGA-HD-A634-01A	0 years, male, white, stage:Stage IVA, dead, 130 days	6976.3
TCGA-CN-A642-01A	0 years, male, white, stage:Stage IVB, dead, 82 days	6618.1
TCGA-CV-6948-01A	0 years, female, white, stage:Stage IVB, dead, 1289 days	6440.0
TCGA-CV-A6JE-01A	0 years, male, white, stage:'--, alive, 1075 days	5953.1
TCGA-TN-A7HI-01A	0 years, male, white, stage:Stage IVA, alive, 412 days	5757.7
TCGA-F7-A624-01A	0 years, male, white, stage:Stage II, alive, 378 days	5471.2
TCGA-BB-A5HY-01A	0 years, male, white, stage:Stage IVA, dead, 321 days	5324.3
TCGA-T3-A92N-01A	0 years, male, black or african american, stage:Stage IVA, dead, 95 days	5320.5
TCGA-CV-7421-01A	0 years, male, white, stage:Stage IVA, dead, 2 days	5217.6
TCGA-UF-A7JH-01A	0 years, male, black or african american, stage:Stage IVA, alive, 896 days	5022.5
TCGA-CV-5440-01A	0 years, male, white, stage:Stage IVA, alive, 3270 days	4956.6
TCGA-CV-5430-01A	0 years, male, white, stage:Stage IVA, alive, 4241 days	4953.7
TCGA-BB-4228-01A	0 years, male, white, stage:Stage III, alive, 559 days	4948.9
TCGA-D6-A6EP-01A	0 years, male, white, stage:Stage III, alive, 424 days	4889.8
TCGA-D6-6827-01A	0 years, female, white, stage:Stage I, alive, 568 days	4782.9
TCGA-CV-7178-01A	0 years, female, white, stage:Stage IVA, dead, 2166 days	4759.2
TCGA-KU-A66S-01A	0 years, female, white, stage:Stage III, dead, 406 days	4633.7
TCGA-CQ-6228-01A	0 years, female, white, stage:Stage IVA, dead, 456 days	4450.8
TCGA-D6-A6EQ-01A	0 years, male, white, stage:Stage IVA, alive, 368 days	4382.8
TCGA-IQ-A61H-01A	0 years, male, white, stage:Stage II, alive, 1138 days	4359.5
TCGA-CQ-6225-01A	0 years, male, white, stage:Stage III, dead, 403 days	4353.5
TCGA-IQ-A61G-01A	0 years, male, white, stage:Stage IVA, alive, 360 days	4345.5
TCGA-D6-A6EN-01A	0 years, male, white, stage:Stage III, alive, 687 days	4316.1
TCGA-CV-6441-01A	0 years, male, white, stage:Stage III, dead, 292 days	4297.2
TCGA-F7-A50I-01A	0 years, male, white, stage:Stage IVA, alive, 92 days	4235.2
TCGA-CN-A49A-01A	0 years, male, white, stage:Stage IVB, dead, 526 days	4131.7
TCGA-BA-4075-01A	0 years, male, black or african american, stage:Stage III, dead, 283 days	4112.0
TCGA-UF-A7JS-01A	0 years, male, white, stage:Stage IVA, dead, 680 days	4058.4
TCGA-BB-8601-01A	0 years, male, black or african american, stage:Stage III, alive, 624 days	4028.2
TCGA-CV-7440-01A	0 years, male, white, stage:Stage II, dead, 675 days	4005.3
TCGA-KU-A66T-01A	0 years, female, white, stage:Stage IVA, alive, 552 days	3984.1
TCGA-CX-A4AQ-01A	0 years, male, white, stage:Stage IVA, alive, 1555 days	3968.9
TCGA-CQ-5330-01A	0 years, female, white, stage:Stage IVA, alive, 1897 days	3964.0
TCGA-BA-A6D8-01A	0 years, male, black or african american, stage:Stage IVA, alive, 850 days	3937.9
TCGA-CV-5976-01A	0 years, male, white, stage:Stage IVA, alive, 1478 days	3928.2
TCGA-QK-A6II-01A	0 years, male, white, stage:Stage IVA, dead, 284 days	3917.6
TCGA-CV-5977-01A	0 years, male, white, stage:Stage IVA, alive, 1840 days	3912.9
TCGA-CV-A6JD-01A	0 years, female, white, stage:'--, dead, 182 days	3901.4
TCGA-UF-A7JA-01A	0 years, female, white, stage:Stage IVA, alive, 2265 days	3851.1
TCGA-BA-A8YP-01A	0 years, male, black or african american, stage:Stage IVB, alive, 499 days	3766.3
TCGA-MT-A7BN-01A	0 years, male, white, stage:Stage IVA, alive, 469 days	3748.5
TCGA-CR-6473-01A	0 years, male, white, stage:'--, alive, 1125 days	3711.2
TCGA-CN-5363-01A	0 years, male, black or african american, stage:Stage IVB, dead, 253 days	3662.3
TCGA-QK-A6IG-01A	0 years, male, white, stage:Stage III, dead, 222 days	3636.1
TCGA-RS-A6TO-01A	0 years, female, white, stage:Stage IVA, dead, 387 days	3626.1
TCGA-CN-A63W-01A	0 years, female, white, stage:Stage IVA, dead, 377 days	3621.3
TCGA-D6-6823-01A	0 years, male, white, stage:Stage II, alive, 701 days	3599.1
TCGA-BA-6871-01A	0 years, male, white, stage:'--, dead, 108 days	3558.3
TCGA-CQ-A4CD-01A	0 years, male, white, stage:Stage IVA, alive, 1022 days	3553.6
TCGA-CV-5436-01A	0 years, male, stage:Stage IVA, dead, 584 days	3520.4
TCGA-CV-6962-01A	0 years, male, white, stage:Stage IVA, dead, 126 days	3519.5
TCGA-F7-A620-01A	0 years, male, white, stage:Stage III, alive, 543 days	3495.3
TCGA-P3-A5QE-01A	0 years, male, white, stage:Stage III, alive, 1559 days	3489.3
TCGA-CN-A63V-01A	0 years, male, white, stage:Stage IVA, alive, 679 days	3458.6
TCGA-BB-4227-01A	0 years, male, white, stage:Stage IVA, alive, 134 days	3430.2
TCGA-CV-7428-01A	0 years, male, white, stage:Stage IVA, dead, 1671 days	3369.3
TCGA-CV-7235-01A	0 years, male, white, stage:Stage II, alive, 2347 days	3291.6
TCGA-CN-A63U-01A	0 years, male, white, stage:Stage IVA, alive, 964 days	3271.0
TCGA-BB-4223-01A	0 years, male, white, stage:Stage IVA, alive, 3221 days	3269.0
TCGA-CQ-A4CG-01A	0 years, female, white, stage:Stage III, dead, 430 days	3264.6
TCGA-MZ-A7D7-01A	0 years, male, white, stage:Stage IVA, alive, 547 days	3262.0
TCGA-CV-5435-01A	0 years, male, white, stage:Stage IVA, dead, 2319 days	3256.9
TCGA-CR-6472-01A	0 years, male, white, stage:'--, alive, 1050 days	3236.6
TCGA-DQ-5625-01A	0 years, female, white, stage:'--, dead, 1133 days	3222.8
TCGA-CN-6024-01A	0 years, male, white, stage:Stage IVA, dead, 337 days	3214.3
TCGA-T2-A6X2-01A	0 years, male, white, stage:Stage III, alive, 987 days	3209.3
TCGA-BB-A6UO-01A	0 years, female, white, stage:Stage IVA, dead, 268 days	3168.2
TCGA-BA-4078-01A	0 years, male, white, stage:'--, dead, 276 days	3162.6
TCGA-CQ-A4C9-01A	0 years, male, stage:Stage III, alive, 707 days	3146.0
TCGA-CV-6951-01A	0 years, male, white, stage:Stage IVA, dead, 915 days	3137.7
TCGA-CR-7399-01A	0 years, female, white, stage:Stage IVA, alive, 181 days	3134.4
TCGA-BB-4217-01A	0 years, male, black or african american, stage:Stage IVA, alive, 187 days	3130.2
TCGA-BA-7269-01A	0 years, male, white, stage:Stage III, alive, 1273 days	3128.1
TCGA-CV-7438-01A	0 years, female, white, stage:Stage I, dead, 194 days	3126.5
TCGA-BB-A5HZ-01A	0 years, male, white, stage:Stage IVA, alive, 827 days	3124.1
TCGA-UF-A7JF-01A	0 years, male, white, stage:Stage IVA, alive, 1686 days	3100.3
TCGA-BB-4224-01A	0 years, male, white, stage:Stage IVA, alive, 278 days	3076.8
TCGA-UF-A718-01A	0 years, male, white, stage:Stage IVA, alive, 1971 days	3074.6
TCGA-BB-A5HU-01A	0 years, male, white, stage:Stage IVA, alive, 782 days	3069.0
TCGA-CR-7383-01A	0 years, female, white, stage:Stage I, dead, 521 days	3025.2
TCGA-CV-5442-01A	0 years, female, white, stage:Stage IVA, alive, 2327 days	3023.3
TCGA-CV-6940-01A	0 years, female, white, stage:Stage III, dead, 804 days	3013.8
TCGA-P3-A5Q6-01A	0 years, male, white, stage:Stage IVA, dead, 480 days	3001.9
TCGA-QK-AA3K-01A	0 years, male, black or african american, stage:Stage IVA, alive, 253 days	2997.9
TCGA-CQ-7068-01A	0 years, female, white, stage:Stage II, alive, 1309 days	2996.6
TCGA-CN-A63T-01A	0 years, male, white, stage:Stage IVA, alive, 225 days	2995.7
TCGA-UF-A71E-01A	0 years, male, white, stage:Stage IVA, dead, 1504 days	2992.1
TCGA-CQ-A4CI-01A	0 years, male, white, stage:Stage III, alive, 950 days	2990.9
TCGA-DQ-7588-01A	0 years, male, white, stage:'--, dead, 427 days	2969.3
TCGA-CV-7446-01A	0 years, male, white, stage:Stage IVA, dead, 1093 days	2959.4
TCGA-CQ-6224-01A	0 years, male, white, stage:Stage IVA, alive, 1721 days	2950.0
TCGA-UF-A7JT-01A	0 years, female, white, stage:Stage IVA, dead, 993 days	2932.7
TCGA-CV-7254-01A	0 years, male, white, stage:Stage II, dead, 1459 days	2926.5
TCGA-CQ-5332-01A	0 years, male, white, stage:Stage III, dead, 317 days	2925.7
TCGA-CV-7434-01A	0 years, male, white, stage:Stage IVA, dead, 218 days	2919.0
TCGA-D6-A6EM-01A	0 years, female, white, stage:Stage III, alive, 232 days	2912.5
TCGA-CN-4731-01A	0 years, female, white, stage:Stage IVA, dead, 998 days	2909.4
TCGA-DQ-7592-01A	0 years, male, american indian or alaska native, stage:'--, alive, 1143 days	2898.8
TCGA-4P-AA8J-01A	0 years, male, black or african american, stage:Stage IVA, alive, 102 days	2885.4
TCGA-QK-A6IH-01A	0 years, female, white, stage:Stage IVB, alive, 653 days	2875.5
TCGA-MT-A51X-01A	0 years, male, white, stage:Stage IVA, alive, 242 days	2874.2
TCGA-BA-A4IH-01A	0 years, male, white, stage:'--, alive, 622 days	2843.7
TCGA-CN-5364-01A	0 years, male, white, stage:Stage IVA, dead, 493 days	2842.3
TCGA-CV-A6JM-01A	0 years, male, white, stage:'--, dead, 194 days	2842.1
TCGA-CQ-5329-01A	0 years, female, white, stage:Stage II, alive, 2143 days	2836.6
TCGA-BB-4225-01A	0 years, male, white, stage:'--, alive, 146 days	2836.4
TCGA-F7-8298-01A	0 years, male, white, stage:Stage I, alive, 995 days	2834.2
TCGA-CN-5374-01A	0 years, female, white, stage:Stage IVA, dead, 1732 days	2833.8
TCGA-HD-7832-01A	0 years, male, white, stage:Stage IVA, alive, 836 days	2830.4
TCGA-TN-A7HL-01A	0 years, male, white, stage:Stage IVA, alive, 619 days	2823.9
TCGA-IQ-A61O-01A	0 years, male, white, stage:Stage IVA, dead, 421 days	2819.1
TCGA-CQ-6219-01A	0 years, female, white, stage:Stage IVA, dead, 479 days	2817.4
TCGA-CV-7407-01A	0 years, female, white, stage:Stage II, dead, 1081 days	2795.4
TCGA-CV-7437-01A	0 years, male, stage:Stage II, dead, 506 days	2789.7
TCGA-CV-5441-01A	0 years, male, white, stage:Stage IVA, alive, 2886 days	2775.3
TCGA-F7-A61S-01A	0 years, male, white, stage:Stage III, alive, 576 days	2774.0
TCGA-HD-A633-01A	0 years, male, white, stage:Stage IVA, alive, 421 days	2756.8
TCGA-CV-A6JN-01A	0 years, male, white, stage:'--, alive, 906 days	2747.0
TCGA-CV-5966-01A	0 years, female, white, stage:Stage IVA, dead, 545 days	2745.2
TCGA-BA-A6DD-01A	0 years, male, black or african american, stage:Stage IVA, dead, 173 days	2739.5
TCGA-CV-6935-01A	0 years, male, white, stage:Stage IVA, dead, 295 days	2728.5
TCGA-QK-A8ZA-01A	0 years, male, black or african american, stage:'--, dead, 371 days	2725.6
TCGA-T3-A92M-01A	0 years, male, black or african american, stage:Stage IVA, alive, 417 days	2723.6
TCGA-HD-8635-01A	0 years, female, white, stage:Stage III, alive, 695 days	2721.9
TCGA-P3-A6T6-01A	0 years, male, white, stage:Stage IVA, dead, 395 days	2701.4
TCGA-BA-A6DE-01A	0 years, female, white, stage:Stage II, alive, 440 days	2685.6
TCGA-CV-7102-01A	0 years, female, white, stage:Stage IVA, dead, 56 days	2685.3
TCGA-CR-6493-01A	0 years, male, black or african american, stage:Stage IVA, dead, 282 days	2680.6
TCGA-CV-A45Z-01A	0 years, male, white, stage:'--, dead, 1466 days	2679.4
TCGA-CV-7263-01A	0 years, male, black or african american, stage:Stage II, dead, 560 days	2678.5
TCGA-CV-6937-01A	0 years, male, white, stage:Stage II, dead, 624 days	2677.3
TCGA-CV-5444-01A	0 years, male, black or african american, stage:Stage IVA, alive, 2437 days	2664.3
TCGA-CQ-7072-01A	0 years, male, white, stage:Stage II, alive, 2359 days	2661.6
TCGA-QK-A6VB-01A	0 years, male, white, stage:Stage IVA, alive, 641 days	2660.2
TCGA-CR-6474-01A	0 years, male, white, stage:Stage IVA, dead, 564 days	2658.1
TCGA-BA-A4II-01A	0 years, male, white, stage:Stage II, alive, 918 days	2656.7
TCGA-CV-7247-01A	0 years, male, white, stage:Stage III, dead, 577 days	2656.2
TCGA-T2-A6WZ-01A	0 years, male, white, stage:'--, dead, 484 days	2652.5
TCGA-CV-6938-01A	0 years, male, white, stage:Stage II, dead, 144 days	2651.3
TCGA-D6-6826-01A	0 years, female, white, stage:Stage IVA, dead, 348 days	2642.1
TCGA-CQ-5327-01A	0 years, female, asian, stage:Stage IVA, alive, 1660 days	2636.8
TCGA-CN-4730-01A	0 years, male, white, stage:Stage IVA, alive, 817 days	2626.7
TCGA-QK-A6IF-01A	0 years, male, white, stage:'--, alive, 704 days	2624.3
TCGA-T2-A6WX-01A	0 years, female, white, stage:'--, dead, 209 days	2618.4
TCGA-UF-A7JV-01A	0 years, female, white, stage:Stage IVA, dead, 90 days	2615.4
TCGA-QK-A64Z-01A	0 years, female, white, stage:Stage IVA, dead, 641 days	2602.9
TCGA-CN-5366-01A	0 years, male, white, stage:Stage IVA, dead, 360 days	2596.2
TCGA-CN-6995-01A	0 years, male, white, stage:Stage IVA, dead, 112 days	2595.5
TCGA-F7-A61W-01A	0 years, male, asian, stage:Stage IVA, alive, 14 days	2593.3
TCGA-P3-A5QA-01A	0 years, male, stage:Stage I, alive, 2182 days	2590.2
TCGA-CN-6989-01A	0 years, male, white, stage:Stage IVA, dead, 980 days	2588.1
TCGA-H7-8502-01A	0 years, male, white, stage:Stage IVA, alive, 458 days	2586.6
TCGA-P3-A6T3-01A	0 years, male, white, stage:Stage IVA, dead, 577 days	2584.4
TCGA-H7-8501-01A	0 years, male, white, stage:Stage IVA, alive, 461 days	2568.8
TCGA-IQ-A6SH-01A	0 years, male, black or african american, stage:Stage III, alive, 471 days	2566.6
TCGA-CV-A464-01A	0 years, male, white, stage:Stage III, alive, 1722 days	2564.2
TCGA-CN-4729-01A	0 years, male, white, stage:Stage III, alive, 392 days	2562.2
TCGA-BA-A6DB-01A	0 years, female, white, stage:Stage I, alive, 216 days	2561.1
TCGA-P3-A5Q5-01A	0 years, male, white, stage:Stage IVA, alive, 910 days	2559.9
TCGA-UF-A71A-01A	0 years, male, white, stage:Stage IVA, dead, 86 days	2556.6
TCGA-CN-5356-01A	0 years, male, white, stage:Stage III, alive, 1409 days	2526.1
TCGA-D6-8568-01A	0 years, male, white, stage:Stage II, alive, 759 days	2514.0
TCGA-CN-5355-01A	0 years, male, black or african american, stage:Stage IVA, alive, 1278 days	2513.1
TCGA-CQ-A4CB-01A	0 years, male, stage:Stage III, alive, 893 days	2506.3
TCGA-D6-A4ZB-01A	0 years, male, white, stage:Stage III, alive, 376 days	2492.0
TCGA-CV-7255-01A	0 years, female, white, stage:Stage IVA, dead, 64 days	2489.5
TCGA-CR-5247-01A	0 years, male, black or african american, stage:'--, alive, 358 days	2486.4
TCGA-F7-7848-01A	0 years, male, white, stage:Stage IVA, alive, 1131 days	2485.9
TCGA-CV-6941-01A	0 years, male, white, stage:Stage III, dead, 342 days	2482.5
TCGA-CQ-A4C6-01A	0 years, male, asian, stage:Stage II, alive, 1353 days	2482.1
TCGA-CV-6953-01A	0 years, female, white, stage:Stage III, dead, 1641 days	2473.7
TCGA-CN-6994-01A	0 years, male, white, stage:Stage IVA, alive, 1183 days	2471.6
TCGA-BA-A4IG-01A	0 years, male, white, stage:'--, alive, 855 days	2468.0
TCGA-QK-A8ZB-01A	0 years, male, black or african american, stage:Stage IVA, alive, 542 days	2464.2
TCGA-BA-A6DA-01A	0 years, female, white, stage:Stage IVA, alive, 351 days	2450.8
TCGA-BA-6873-01A	0 years, male, white, stage:Stage IVA, alive, 122 days	2449.2
TCGA-CV-7424-01A	0 years, male, asian, stage:Stage IVA, dead, 453 days	2439.3
TCGA-CV-7429-01A	0 years, male, white, stage:Stage IVA, dead, 107 days	2437.3
TCGA-CV-A45T-01A	0 years, female, white, stage:'--, dead, 4856 days	2434.4
TCGA-CN-4740-01A	0 years, female, white, stage:Stage IVA, dead, 839 days	2429.0
TCGA-CN-5370-01A	0 years, male, white, stage:Stage III, dead, 259 days	2427.8
TCGA-IQ-A61E-01A	0 years, female, white, stage:Stage III, alive, 1147 days	2423.2
TCGA-D6-6517-01A	0 years, male, white, stage:Stage III, alive, 292 days	2419.8
TCGA-C9-A480-01A	0 years, female, asian, stage:Stage III, alive, 386 days	2419.6
TCGA-CR-7401-01A	0 years, male, white, stage:Stage I, alive, 1077 days	2418.9
TCGA-KU-A6H7-01A	0 years, female, white, stage:Stage IVA, alive, 586 days	2415.2
TCGA-CQ-A4C7-01A	0 years, male, white, stage:Stage III, dead, 353 days	2403.4
TCGA-CV-7261-01A	0 years, male, white, stage:Stage IVA, alive, 1512 days	2400.3
TCGA-IQ-7630-01A	0 years, male, white, stage:Stage II, alive, 485 days	2391.1
TCGA-D6-A6EK-01A	0 years, male, white, stage:Stage III, alive, 875 days	2388.7
TCGA-CR-6467-01A	0 years, male, white, stage:Stage III, alive, 1777 days	2386.3
TCGA-UF-A7JK-01A	0 years, male, stage:Stage IVA, dead, 424 days	2380.5
TCGA-DQ-5629-01A	0 years, male, white, stage:'--, dead, 941 days	2376.7
TCGA-CN-A497-01A	0 years, male, stage:Stage III, alive, 1065 days	2374.3
TCGA-CV-7410-01A	0 years, male, white, stage:Stage III, dead, 6417 days	2373.3
TCGA-CN-4726-01A	0 years, male, white, stage:Stage IVA, dead, 142 days	2373.2
TCGA-CR-6491-01A	0 years, male, black or african american, stage:Stage IVA, alive, 693 days	2369.6
TCGA-CV-7253-01A	0 years, male, black or african american, stage:Stage IVA, dead, 361 days	2360.3
TCGA-CR-7367-01A	0 years, male, white, stage:Stage IVA, alive, 1440 days	2357.8
TCGA-CN-6022-01A	0 years, male, white, stage:Stage IVA, dead, 281 days	2352.3
TCGA-CN-6019-01A	0 years, male, white, stage:Stage IVA, alive, 1038 days	2348.5
TCGA-CN-4735-01A	0 years, male, white, stage:Stage IVA, alive, 1737 days	2348.4
TCGA-CQ-A4CH-01A	0 years, male, asian, stage:Stage II, dead, 379 days	2347.2
TCGA-UP-A6WW-01A	0 years, male, white, stage:'--, alive, 518 days	2339.7
TCGA-D6-A6EO-01A	0 years, male, white, stage:Stage IVA, alive, 759 days	2334.1
TCGA-CR-7398-01A	0 years, female, white, stage:Stage II, alive, 156 days	2320.0
TCGA-CV-7427-01A	0 years, female, white, stage:Stage II, dead, 4760 days	2319.4
TCGA-CR-7373-01A	0 years, male, white, stage:Stage IVA, alive, 889 days	2316.8
TCGA-DQ-5624-01A	0 years, female, white, stage:'--, alive, 1778 days	2312.2
TCGA-BA-A6DI-01A	0 years, male, black or african american, stage:'--, dead, 336 days	2308.6
TCGA-CN-A6V7-01A	0 years, male, white, stage:Stage IVA, alive, 594 days	2299.3
TCGA-BA-4074-01A	0 years, male, white, stage:Stage IVA, dead, 462 days	2297.1
TCGA-P3-A6T4-01A	0 years, male, white, stage:Stage IVA, dead, 62 days	2296.0
TCGA-CN-6023-01A	0 years, male, white, stage:Stage IVA, alive, 1584 days	2292.7
TCGA-CN-6997-01A	0 years, male, white, stage:Stage IVA, dead, 988 days	2292.4
TCGA-CV-7416-01A	0 years, female, white, stage:Stage IVA, dead, 763 days	2290.6
TCGA-CQ-7065-01A	0 years, male, asian, stage:Stage II, alive, 1628 days	2282.1
TCGA-CV-7099-01A	0 years, female, white, stage:Stage II, dead, 243 days	2279.3
TCGA-CV-7568-01A	0 years, female, white, stage:Stage IVA, dead, 927 days	2276.6
TCGA-HD-8224-01A	0 years, male, white, stage:Stage IVA, dead, 446 days	2275.5
TCGA-QK-A8Z7-01A	0 years, male, black or african american, stage:Stage IVA, alive, 392 days	2275.3
TCGA-CV-7104-01A	0 years, female, white, stage:Stage IVA, dead, 393 days	2274.0
TCGA-BA-A6DG-01A	0 years, male, white, stage:'--, dead, 69 days	2271.7
TCGA-CV-5432-01A	0 years, male, white, stage:Stage III, alive, 3930 days	2270.6
TCGA-P3-A6SX-01A	0 years, male, white, stage:Stage III, dead, 1430 days	2270.3
TCGA-CN-A49B-01A	0 years, male, white, stage:Stage III, alive, 904 days	2269.9
TCGA-CQ-6227-01A	0 years, male, white, stage:Stage IVA, dead, 129 days	2266.6
TCGA-CV-6433-01A	0 years, male, white, stage:Stage II, alive, 641 days	2266.2
TCGA-CV-A6JU-01A	0 years, female, white, stage:Stage IVB, alive, 110 days	2265.2
TCGA-CV-7090-01A	0 years, male, white, stage:Stage II, alive, 5252 days	2264.7
TCGA-CV-7432-01A	0 years, male, white, stage:Stage II, dead, 2570 days	2263.8
TCGA-BA-6870-01A	0 years, female, black or african american, stage:'--, dead, 451 days	2257.5
TCGA-UF-A7JO-01A	0 years, female, white, stage:Stage IVA, dead, 631 days	2257.3
TCGA-P3-A6T2-01A	0 years, male, white, stage:Stage IVA, alive, 2298 days	2253.8
TCGA-CN-4722-01A	0 years, female, white, stage:Stage II, alive, 1483 days	2249.0
TCGA-CQ-6218-01A	0 years, female, white, stage:Stage IVA, alive, 1253 days	2246.6
TCGA-BA-5152-01A	0 years, male, white, stage:Stage IVA, alive, 1288 days	2246.3
TCGA-CV-A45Q-01A	0 years, female, white, stage:'--, dead, 5152 days	2246.2
TCGA-CN-6992-01A	0 years, male, white, stage:Stage IVA, alive, 1066 days	2244.1
TCGA-IQ-A61I-01A	0 years, male, black or african american, stage:Stage IVA, dead, 2 days	2241.7
TCGA-CN-4723-01A	0 years, male, white, stage:Stage IVA, alive, 1699 days	2239.4
TCGA-CN-6998-01A	0 years, male, white, stage:Stage IVA, dead, 357 days	2220.2
TCGA-CX-7082-01A	0 years, male, white, stage:Stage IVA, dead, 11 days	2218.9
TCGA-CV-A6JZ-01A	0 years, male, white, stage:Stage II, alive, 714 days	2215.8
TCGA-UF-A7J9-01A	0 years, male, white, stage:Stage IVA, alive, 1358 days	2212.9
TCGA-CV-5439-01A	0 years, male, white, stage:Stage IVA, dead, 546 days	2208.8
TCGA-HD-7831-01A	0 years, male, white, stage:Stage IVA, alive, 667 days	2206.2
TCGA-UF-A71D-01A	0 years, female, white, stage:Stage IVA, alive, 1461 days	2205.0
TCGA-MT-A67D-01A	0 years, male, white, stage:Stage II, alive, 56 days	2202.9
TCGA-CR-7365-01A	0 years, male, white, stage:Stage IVA, alive, 1191 days	2199.5
TCGA-CR-7374-01A	0 years, female, white, stage:'--, alive, 30 days	2193.7
TCGA-CR-6487-01A	0 years, male, white, stage:Stage I, alive, 234 days	2190.7
TCGA-P3-A6T5-01A	0 years, female, white, stage:Stage IVA, dead, 882 days	2187.4
TCGA-WA-A7H4-01A	0 years, male, white, stage:Stage II, alive, 443 days	2187.0
TCGA-CN-A6UY-01A	0 years, male, white, stage:Stage IVA, alive, 713 days	2184.5
TCGA-CV-7430-01A	0 years, male, white, stage:Stage IVA, dead, 495 days	2181.3
TCGA-CV-A45Y-01A	0 years, male, american indian or alaska native, stage:Stage IVA, dead, 2703 days	2178.0
TCGA-CV-7433-01A	0 years, male, white, stage:Stage IVA, dead, 601 days	2175.1
TCGA-CV-7418-01A	0 years, male, black or african american, stage:Stage IVA, dead, 789 days	2166.4
TCGA-CV-7248-01A	0 years, female, black or african american, stage:Stage IVA, dead, 521 days	2159.7
TCGA-CN-4737-01A	0 years, male, white, stage:Stage IVA, alive, 625 days	2156.1
TCGA-D6-A4Z9-01A	0 years, male, white, stage:Stage IVA, alive, 539 days	2151.5
TCGA-CR-6482-01A	0 years, male, black or african american, stage:'--, alive, 345 days	2150.3
TCGA-CV-7413-01A	0 years, female, white, stage:Stage II, dead, 294 days	2146.7
TCGA-CN-5359-01A	0 years, male, white, stage:Stage IVA, dead, 377 days	2145.5
TCGA-CV-6954-01A	0 years, male, black or african american, stage:Stage IVA, dead, 2002 days	2144.8
TCGA-UF-A7JD-01A	0 years, male, stage:Stage IVA, dead, 739 days	2144.0
TCGA-BA-6869-01A	0 years, male, white, stage:Stage III, alive, 644 days	2141.8
TCGA-CN-5367-01A	0 years, female, white, stage:Stage IVA, dead, 352 days	2138.9
TCGA-CV-7091-01A	0 years, male, white, stage:Stage I, alive, 3381 days	2132.9
TCGA-CV-7095-01A	0 years, female, stage:Stage II, dead, 572 days	2132.7
TCGA-CV-7422-01A	0 years, female, white, stage:Stage IVA, dead, 1037 days	2121.6
TCGA-CV-7097-01A	0 years, male, white, stage:Stage II, dead, 385 days	2118.6
TCGA-F7-A61V-01A	0 years, male, white, stage:Stage II, alive, 759 days	2109.1
TCGA-CQ-7063-01A	0 years, female, white, stage:Stage I, alive, 2133 days	2107.3
TCGA-DQ-5631-01A	0 years, male, white, stage:'--, dead, 548 days	2103.3
TCGA-CV-6003-01A	0 years, female, white, stage:Stage III, alive, 1665 days	2097.6
TCGA-CV-6934-01A	0 years, female, white, stage:Stage IVA, dead, 65 days	2095.7
TCGA-CR-7386-01A	0 years, male, white, stage:Stage IVA, alive, 1430 days	2095.4
TCGA-CV-A45U-01A	0 years, male, white, stage:Stage IVA, dead, 1079 days	2091.7
TCGA-CV-7100-01A	0 years, male, white, stage:Stage III, dead, 274 days	2091.7
TCGA-CN-6988-01A	0 years, male, white, stage:Stage IVA, alive, 318 days	2081.0
TCGA-CV-A461-01A	0 years, male, white, stage:'--, dead, 2064 days	2080.0
TCGA-QK-A6VC-01A	0 years, female, black or african american, stage:Stage IVA, alive, 600 days	2075.8
TCGA-CV-6936-01A	0 years, male, white, stage:Stage IVA, dead, 166 days	2073.8
TCGA-CX-7219-01A	0 years, male, black or african american, stage:Stage IVA, alive, 1045 days	2070.1
TCGA-MZ-A5BI-01A	0 years, male, white, stage:'--, dead, 217 days	2058.0
TCGA-D6-6824-01A	0 years, male, white, stage:Stage IVA, alive, 77 days	2043.5
TCGA-CQ-5324-01A	0 years, male, white, stage:Stage III, alive, 1593 days	2042.3
TCGA-MT-A67F-01A	0 years, female, white, stage:Stage IVA, alive, 384 days	2035.9
TCGA-CV-6959-01A	0 years, male, white, stage:Stage III, dead, 256 days	2032.6
TCGA-BA-A6DJ-01A	0 years, male, asian, stage:Stage IVA, dead, 407 days	2030.0
TCGA-CV-A6K1-01A	0 years, male, white, stage:Stage IVA, alive, 685 days	2029.7
TCGA-CV-5978-01A	0 years, female, black or african american, stage:Stage IVB, dead, 215 days	2019.9
TCGA-CN-4728-01A	0 years, male, white, stage:Stage IVA, alive, 1724 days	2018.9
TCGA-DQ-7591-01A	0 years, male, white, stage:'--, alive, 622 days	2014.7
TCGA-QK-A652-01A	0 years, male, white, stage:Stage III, alive, 645 days	2010.9
TCGA-CR-7377-01A	0 years, male, white, stage:Stage IVA, dead, 279 days	2009.1
TCGA-BA-4076-01A	0 years, male, white, stage:'--, dead, 415 days	2005.4
TCGA-CQ-5334-01A	0 years, male, white, stage:Stage IVA, dead, 129 days	2003.4
TCGA-BA-5558-01A	0 years, male, white, stage:'--, alive, 1995 days	2000.2
TCGA-BA-6872-01A	0 years, male, white, stage:'--, dead, 384 days	1998.8
TCGA-CR-6471-01A	0 years, male, white, stage:Stage IVA, dead, 1202 days	1997.2
TCGA-CR-7370-01A	0 years, female, white, stage:'--, alive, 105 days	1994.5
TCGA-HL-7533-01A	0 years, male, white, stage:'--, alive, 1057 days	1982.8
TCGA-TN-A7HJ-01A	0 years, male, white, stage:Stage IVA, alive, 403 days	1972.7
TCGA-IQ-A6SG-01A	0 years, female, white, stage:Stage III, alive, 579 days	1971.0
TCGA-CV-7425-01A	0 years, female, white, stage:Stage III, dead, 1718 days	1969.5
TCGA-CR-7385-01A	0 years, male, white, stage:'--, alive, 997 days	1959.0
TCGA-CR-7390-01A	0 years, male, white, stage:Stage IVA, alive, 1508 days	1957.8
TCGA-MZ-A6I9-01A	0 years, male, white, stage:'--, dead, 489 days	1955.3
TCGA-CQ-A4CE-01A	0 years, female, stage:Stage II, alive, 897 days	1952.8
TCGA-CN-5361-01A	0 years, male, white, stage:Stage IVA, dead, 2120 days	1948.4
TCGA-D6-A74Q-01A	0 years, male, white, stage:Stage IVA, alive, 710 days	1947.9
TCGA-QK-AA3J-01A	0 years, male, black or african american, stage:Stage I, alive, 466 days	1943.6
TCGA-CV-A45X-01A	0 years, male, white, stage:Stage IVA, dead, 198 days	1942.5
TCGA-RS-A6TP-01A	0 years, male, white, stage:Stage II, alive, 516 days	1942.0
TCGA-BA-A6DL-01A	0 years, male, white, stage:'--, alive, 623 days	1934.5
TCGA-F7-A50J-01A	0 years, female, white, stage:Stage III, alive, 947 days	1927.6
TCGA-UF-A71B-01A	0 years, male, white, stage:Stage IVA, alive, 1506 days	1927.5
TCGA-CV-A463-01A	0 years, female, white, stage:Stage IVA, dead, 23 days	1925.9
TCGA-F7-A622-01A	0 years, male, white, stage:Stage III, dead, 359 days	1925.5
TCGA-CV-7238-01A	0 years, female, white, stage:Stage II, alive, 2727 days	1921.8
TCGA-CR-5243-01A	0 years, male, white, stage:'--, alive, 2562 days	1907.5
TCGA-CN-6020-01A	0 years, male, black or african american, stage:Stage III, dead, 205 days	1903.6
TCGA-CN-5365-01A	0 years, male, white, stage:Stage IVB, dead, 351 days	1903.0
TCGA-P3-A6T7-01A	0 years, male, white, stage:Stage IVA, dead, 487 days	1895.8
TCGA-BA-5557-01A	0 years, female, stage:Stage III, alive, 623 days	1894.2
TCGA-D6-A6ES-01A	0 years, male, white, stage:Stage IVA, alive, 389 days	1883.6
TCGA-BA-A4IF-01A	0 years, male, white, stage:'--, alive, 895 days	1879.2
TCGA-CX-7086-01A	0 years, male, black or african american, stage:Stage III, alive, 573 days	1878.5
TCGA-CR-7364-01A	0 years, male, white, stage:Stage III, alive, 1435 days	1878.1
TCGA-CV-7406-01A	0 years, male, white, stage:Stage II, dead, 1748 days	1874.9
TCGA-CV-7414-01A	0 years, male, white, stage:Stage IVA, dead, 14 days	1867.9
TCGA-CV-7236-01A	0 years, female, white, stage:Stage IVA, dead, 144 days	1867.9
TCGA-DQ-5630-01A	0 years, male, white, stage:'--, alive, 1030 days	1860.5
TCGA-WA-A7GZ-01A	0 years, male, white, stage:'--, dead, 625 days	1849.6
TCGA-CQ-6221-01A	0 years, male, white, stage:'--, alive, 1000 days	1837.8
TCGA-CR-7371-01A	0 years, female, white, stage:Stage III, dead, 94 days	1836.6
TCGA-P3-A5QF-01A	0 years, male, white, stage:Stage IVA, dead, 330 days	1833.5
TCGA-CV-A6K2-01A	0 years, male, white, stage:Stage IVA, dead, 317 days	1830.1
TCGA-UF-A7JJ-01A	0 years, male, stage:Stage IVA, alive, 549 days	1829.1
TCGA-CR-7376-01A	0 years, male, white, stage:Stage III, alive, 972 days	1827.6
TCGA-C9-A47Z-01A	0 years, female, asian, stage:Stage III, dead, 191 days	1824.1
TCGA-CV-6961-01A	0 years, male, white, stage:Stage II, dead, 76 days	1821.4
TCGA-H7-A76A-01A	0 years, male, white, stage:'--, alive, 637 days	1821.0
TCGA-CR-7380-01A	0 years, male, white, stage:Stage IVB, dead, 606 days	1820.9
TCGA-BA-5151-01A	0 years, male, white, stage:Stage IVA, alive, 722 days	1820.6
TCGA-CV-5431-01A	0 years, male, white, stage:Stage IVA, dead, 522 days	1820.2
TCGA-CV-6952-01A	0 years, female, white, stage:Stage IVA, dead, 185 days	1819.0
TCGA-CR-6470-01A	0 years, male, white, stage:Stage II, alive, 1521 days	1813.0
TCGA-P3-A6T8-01A	0 years, male, white, stage:Stage IVA, alive, 400 days	1812.6
TCGA-CV-A460-01A	0 years, male, white, stage:'--, dead, 1838 days	1811.1
TCGA-D6-6515-01A	0 years, female, white, stage:Stage II, dead, 403 days	1806.2
TCGA-H7-A6C4-01A	0 years, female, white, stage:Stage IVA, dead, 414 days	1805.8
TCGA-BB-A6UM-01A	0 years, male, white, stage:Stage III, alive, 393 days	1805.6
TCGA-CR-7404-01A	0 years, male, white, stage:'--, alive, 1472 days	1802.3
TCGA-HD-7229-01A	0 years, male, white, stage:Stage IVA, alive, 1027 days	1801.3
TCGA-CV-6950-01A	0 years, male, white, stage:Stage IVA, dead, 459 days	1797.0
TCGA-P3-A6SW-01A	0 years, male, white, stage:Stage IVB, alive, 1120 days	1785.9
TCGA-CN-4736-01A	0 years, female, white, stage:'--, dead, 395 days	1785.7
TCGA-KU-A6H8-01A	0 years, male, white, stage:Stage IVA, dead, 327 days	1783.1
TCGA-CR-7379-01A	0 years, female, white, stage:Stage IVA, alive, 1036 days	1781.3
TCGA-BA-5555-01A	0 years, male, black or african american, stage:Stage IVA, alive, 520 days	1780.8
TCGA-CN-4725-01A	0 years, male, white, stage:Stage II, alive, 1157 days	1778.5
TCGA-CR-7397-01A	0 years, male, white, stage:Stage IVA, alive, 754 days	1774.6
TCGA-CV-6942-01A	0 years, female, white, stage:Stage II, alive, 4282 days	1771.2
TCGA-CV-6939-01A	0 years, male, white, stage:Stage IVA, dead, 666 days	1764.3
TCGA-CR-7382-01A	0 years, male, white, stage:Stage IVA, alive, 796 days	1761.5
TCGA-CN-4739-01A	0 years, male, white, stage:Stage IVA, dead, 1394 days	1760.1
TCGA-CV-A465-01A	0 years, male, white, stage:Stage III, dead, 215 days	1757.6
TCGA-CN-6996-01A	0 years, female, white, stage:Stage IVA, dead, 530 days	1757.4
TCGA-CN-A498-01A	0 years, female, white, stage:Stage III, dead, 773 days	1753.6
TCGA-P3-A6T0-01A	0 years, female, white, stage:Stage IVA, alive, 578 days	1752.9
TCGA-CV-5434-01A	0 years, male, black or african american, stage:Stage IVA, dead, 3314 days	1747.7
TCGA-CN-A641-01A	0 years, male, white, stage:Stage IVA, alive, 367 days	1746.0
TCGA-CV-6945-01A	0 years, male, white, stage:Stage IVA, dead, 366 days	1745.5
TCGA-CQ-5333-01A	0 years, male, white, stage:Stage II, dead, 341 days	1739.8
TCGA-CV-7089-01A	0 years, male, white, stage:Stage IVA, dead, 1972 days	1739.7
TCGA-CV-A6JY-01A	0 years, male, white, stage:Stage IVA, alive, 646 days	1732.1
TCGA-CV-A6JT-01A	0 years, male, white, stage:Stage II, alive, 852 days	1732.0
TCGA-CV-7180-01A	0 years, male, white, stage:Stage II, dead, 327 days	1727.8
TCGA-MT-A67A-01A	0 years, female, white, stage:Stage I, alive, 914 days	1724.5
TCGA-QK-A6IJ-01A	0 years, male, white, stage:Stage III, alive, 387 days	1716.5
TCGA-D6-8569-01A	0 years, male, white, stage:Stage II, alive, 770 days	1710.5
TCGA-CN-6018-01A	0 years, female, white, stage:Stage IVA, dead, 580 days	1706.1
TCGA-CR-7393-01A	0 years, male, white, stage:Stage III, alive, 993 days	1704.9
TCGA-HD-8634-01A	0 years, female, white, stage:Stage I, dead, 385 days	1698.0
TCGA-T2-A6X0-01A	0 years, male, white, stage:'--, alive, 216 days	1690.4
TCGA-CV-7423-01A	0 years, male, white, stage:Stage II, dead, 3059 days	1689.3
TCGA-CV-7177-01A	0 years, female, white, stage:Stage II, dead, 663 days	1687.4
TCGA-BA-5556-01A	0 years, female, white, stage:Stage II, alive, 725 days	1685.9
TCGA-HD-8314-01A	0 years, male, white, stage:Stage III, alive, 670 days	1685.0
TCGA-CN-4734-01A	0 years, male, white, stage:Stage II, alive, 1690 days	1681.8
TCGA-CR-6492-01A	0 years, male, white, stage:Stage III, alive, 479 days	1680.9
TCGA-CN-4738-01A	0 years, male, white, stage:Stage IVA, dead, 436 days	1680.5
TCGA-IQ-7631-01A	0 years, female, white, stage:Stage II, alive, 1172 days	1677.0
TCGA-CN-6010-01A	0 years, male, white, stage:Stage IVA, alive, 1523 days	1675.2
TCGA-CN-6016-01A	0 years, male, white, stage:Stage IVA, alive, 1443 days	1672.1
TCGA-CR-5248-01A	0 years, male, white, stage:'--, alive, 1663 days	1670.7
TCGA-CV-7103-01A	0 years, male, white, stage:Stage IVA, dead, 1591 days	1667.6
TCGA-F7-A50G-01A	0 years, male, white, stage:Stage III, alive, 616 days	1665.4
TCGA-CV-7101-01A	0 years, male, white, stage:Stage II, dead, 160 days	1659.9
TCGA-F7-8489-01A	0 years, male, white, stage:Stage II, alive, 658 days	1653.3
TCGA-CV-A45P-01A	0 years, female, white, stage:Stage I, alive, 639 days	1646.3
TCGA-CV-7415-01A	0 years, male, white, stage:Stage IVA, dead, 695 days	1639.8
TCGA-BA-5559-01A	0 years, male, white, stage:'--, dead, 2083 days	1628.8
TCGA-CR-7388-01A	0 years, female, white, stage:'--, dead, 823 days	1627.8
TCGA-CR-6478-01A	0 years, female, white, stage:'--, dead, 183 days	1618.3
TCGA-CR-6484-01A	0 years, female, asian, stage:Stage IVA, alive, 354 days	1616.4
TCGA-CV-7245-01A	0 years, male, white, stage:Stage IVA, alive, 797 days	1613.8
TCGA-CQ-6229-01A	0 years, male, white, stage:Stage II, alive, 1179 days	1607.8
TCGA-CN-A499-01A	0 years, female, white, stage:Stage II, alive, 717 days	1604.6
TCGA-QK-A6V9-01A	0 years, male, white, stage:Stage II, alive, 833 days	1587.6
TCGA-CR-7372-01A	0 years, male, white, stage:Stage I, alive, 759 days	1575.7
TCGA-BB-8596-01A	0 years, female, white, stage:Stage IVA, alive, 2161 days	1575.6
TCGA-HD-A6I0-01A	0 years, male, white, stage:Stage IVA, alive, 210 days	1569.8
TCGA-CR-5249-01A	0 years, female, white, stage:Stage II, alive, 1152 days	1567.8
TCGA-CQ-5326-01A	0 years, male, white, stage:Stage IVA, dead, 89 days	1562.0
TCGA-CV-A45W-01A	0 years, male, white, stage:Stage II, dead, 1398 days	1555.7
TCGA-CN-4727-01A	0 years, male, white, stage:Stage IVA, alive, 1560 days	1552.1
TCGA-CN-6012-01A	0 years, male, white, stage:Stage IVA, alive, 1460 days	1549.0
TCGA-CV-A468-01A	0 years, male, stage:Stage IVA, dead, 464 days	1548.3
TCGA-CV-7252-01A	0 years, female, black or african american, stage:Stage IVA, dead, 151 days	1546.9
TCGA-CQ-5325-01A	0 years, male, white, stage:Stage I, dead, 654 days	1541.0
TCGA-F7-A623-01A	0 years, male, white, stage:Stage IVA, alive, 616 days	1537.3
TCGA-CR-6481-01A	0 years, male, white, stage:'--, alive, 311 days	1532.0
TCGA-CV-A45R-01A	0 years, male, white, stage:Stage III, alive, 5480 days	1521.9
TCGA-QK-A8Z8-01A	0 years, female, black or african american, stage:Stage IVC, dead, 171 days	1521.1
TCGA-CN-A49C-01A	0 years, male, white, stage:'--, alive, 645 days	1505.4
TCGA-CV-5971-01A	0 years, male, white, stage:Stage IVA, alive, 701 days	1501.9
TCGA-CQ-7071-01A	0 years, female, white, stage:Stage III, alive, 1311 days	1499.2
TCGA-CV-6943-01A	0 years, male, white, stage:Stage III, dead, 602 days	1494.9
TCGA-UF-A7JC-01A	0 years, male, white, stage:Stage IVA, dead, 546 days	1483.5
TCGA-CN-5369-01A	0 years, female, white, stage:Stage IVA, dead, 1 days	1480.7
TCGA-CV-7183-01A	0 years, male, white, stage:Stage II, alive, 3981 days	1448.6
TCGA-CR-7369-01A	0 years, male, white, stage:Stage IVA, dead, 1090 days	1448.4
TCGA-CV-5970-01A	0 years, male, white, stage:Stage IVA, dead, 406 days	1427.1
TCGA-CR-7395-01A	0 years, female, white, stage:Stage II, alive, 930 days	1423.1
TCGA-CR-7391-01A	0 years, female, white, stage:Stage I, alive, 913 days	1416.4
TCGA-CV-6960-01A	0 years, male, black or african american, stage:Stage III, dead, 862 days	1411.7
TCGA-CR-7389-01A	0 years, male, black or african american, stage:'--, alive, 392 days	1411.1
TCGA-CN-6011-01A	0 years, male, white, stage:Stage IVA, alive, 933 days	1407.3
TCGA-HD-7753-01A	0 years, male, black or african american, stage:Stage I, alive, 866 days	1404.3
TCGA-CQ-6222-01A	0 years, male, white, stage:Stage IVA, alive, 2016 days	1403.8
TCGA-CR-5250-01A	0 years, male, white, stage:'--, alive, 799 days	1400.3
TCGA-CR-6488-01A	0 years, female, white, stage:Stage II, alive, 379 days	1397.6
TCGA-CQ-5331-01A	0 years, female, white, stage:'--, alive, 1399 days	1393.6
TCGA-CN-A6V6-01A	0 years, male, white, stage:Stage IVA, alive, 635 days	1392.4
TCGA-CV-7250-01A	0 years, male, white, stage:Stage IVA, dead, 2900 days	1392.3
TCGA-CN-6021-01A	0 years, female, white, stage:'--, dead, 276 days	1392.3
TCGA-HD-A4C1-01A	0 years, female, black or african american, stage:Stage IVA, alive, 11 days	1390.1
TCGA-CN-6013-01A	0 years, male, white, stage:Stage IVA, dead, 727 days	1382.5
TCGA-IQ-A61J-01A	0 years, male, white, stage:Stage IVA, alive, 1021 days	1381.1
TCGA-D6-6825-01A	0 years, male, white, stage:Stage I, alive, 491 days	1377.9
TCGA-MT-A51W-01A	0 years, female, white, stage:Stage I, alive, 437 days	1356.0
TCGA-CN-4742-01A	0 years, female, white, stage:Stage IVA, dead, 397 days	1352.5
TCGA-BA-5153-01A	0 years, male, white, stage:'--, dead, 1762 days	1352.2
TCGA-CV-6933-01A	0 years, male, white, stage:Stage III, dead, 2741 days	1345.3
TCGA-CQ-5323-01A	0 years, male, white, stage:Stage I, alive, 1466 days	1340.6
TCGA-CV-5979-01A	0 years, male, white, stage:Stage IVA, alive, 1315 days	1337.1
TCGA-CV-5443-01A	0 years, male, black or african american, stage:Stage III, alive, 2784 days	1328.5
TCGA-D6-6516-01A	0 years, male, white, stage:Stage I, alive, 773 days	1319.7
TCGA-CR-6477-01A	0 years, female, white, stage:'--, alive, 514 days	1319.1
TCGA-CR-7392-01A	0 years, female, white, stage:Stage IVA, alive, 1425 days	1294.6
TCGA-HD-7754-01A	0 years, male, white, stage:Stage IVA, alive, 783 days	1291.7
TCGA-CN-A6V3-01A	0 years, male, white, stage:Stage IVA, alive, 742 days	1283.9
TCGA-CQ-6223-01A	0 years, male, white, stage:Stage II, alive, 1428 days	1279.8
TCGA-IQ-7632-01A	0 years, female, white, stage:Stage IVA, alive, 441 days	1279.6
TCGA-CN-6017-01A	0 years, male, white, stage:Stage IVA, dead, 853 days	1258.4
TCGA-CQ-7069-01A	0 years, female, white, stage:Stage II, alive, 1274 days	1230.6
TCGA-CV-6436-01A	0 years, male, white, stage:Stage IVA, alive, 1899 days	1220.7
TCGA-CR-7402-01A	0 years, male, white, stage:'--, alive, 911 days	1201.5
TCGA-HD-A6HZ-01A	0 years, female, white, stage:Stage III, alive, 111 days	1195.8
TCGA-CV-7411-01A	0 years, female, white, stage:Stage IVA, dead, 2717 days	1186.1
TCGA-CV-A45V-01A	0 years, female, white, stage:Stage IVA, dead, 32 days	1151.3
TCGA-H7-7774-01A	0 years, female, white, stage:Stage IVA, alive, 407 days	1147.9
TCGA-UF-A719-01A	0 years, male, stage:Stage II, alive, 1663 days	1129.7
TCGA-CV-7242-01A	0 years, female, white, stage:Stage II, alive, 1095 days	1126.6
TCGA-CN-5373-01A	0 years, female, white, stage:Stage I, alive, 1584 days	1124.3
TCGA-CQ-6220-01A	0 years, male, white, stage:Stage III, dead, 985 days	1119.4
TCGA-CN-5360-01A	0 years, male, white, stage:Stage IVA, alive, 2169 days	1105.3
TCGA-CV-7435-01A	0 years, female, white, stage:Stage IVA, dead, 4680 days	1100.8
TCGA-CN-4741-01A	0 years, male, white, stage:Stage IVA, alive, 2239 days	1086.6
TCGA-CR-6480-01A	0 years, male, white, stage:'--, alive, 362 days	1083.5
TCGA-CN-5358-01A	0 years, male, white, stage:Stage II, dead, 261 days	1037.6
TCGA-CV-6955-01A	0 years, female, white, stage:Stage II, dead, 334 days	1029.2
TCGA-CN-4733-01A	0 years, male, white, stage:Stage III, alive, 1586 days	993.5
TCGA-CR-7368-01A	0 years, male, white, stage:Stage IVA, alive, 1245 days	926.2
TCGA-CR-7394-01A	0 years, male, white, stage:Stage IVA, alive, 1346 days	891.8
TCGA-CX-7085-01A	0 years, female, white, stage:Stage I, alive, 321 days	782.3
TCGA-CV-A45O-01A	0 years, male, white, stage:'--, alive, 851 days	524.8
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HEAD AND NECK SQUAMOUS CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

183

Samples

Sample ID	Sample type	nRPX
CPT0235470002	Normal	0.6
CPT0281470002	Normal	0.5
CPT0278700002	Normal	0.4
CPT0244940004	Tumor	0.4
CPT0163090003	Tumor	0.3
CPT0237130004	Tumor	0.3
CPT0222360003	Tumor	0.3
CPT0013130003	Tumor	0.3
CPT0184530003	Tumor	0.3
CPT0245180003	Tumor	0.3
CPT0237480004	Tumor	0.2
CPT0008630003	Tumor	0.2
CPT0163910003	Tumor	0.2
CPT0087990003	Tumor	0.2
CPT0235460003	Tumor	0.2
CPT0008520008	Tumor	0.2
CPT0245600003	Tumor	0.2
CPT0246670003	Tumor	0.2
CPT0162990004	Tumor	0.2
CPT0163240003	Tumor	0.2
CPT0094490004	Tumor	0.2
CPT0226390003	Tumor	0.2
CPT0226250004	Tumor	0.2
CPT0163840003	Tumor	0.2
CPT0088060004	Tumor	0.2
CPT0011130005	Tumor	0.2
CPT0245630003	Tumor	0.2
CPT0201830004	Tumor	0.2
CPT0163530003	Tumor	0.2
CPT0024810003	Tumor	0.2
CPT0199700003	Tumor	0.2
CPT0088410003	Tumor	0.2
CPT0261520003	Tumor	0.2
C3N-02693-06	Normal	0.2
CPT0248520003	Tumor	0.2
CPT0246540003	Tumor	0.2
CPT0163410003	Tumor	0.2
CPT0163250003	Normal	0.2
CPT0248330003	Tumor	0.1
CPT0229220002	Normal	0.1
CPT0245300003	Tumor	0.1
CPT0013210004	Tumor	0.1
CPT0176770003	Tumor	0.1
CPT0245450003	Tumor	0.1
CPT0194420003	Tumor	0.1
CPT0094420004	Tumor	0.1
CPT0163720003	Normal	0.1
CPT0094560004	Tumor	0.1
CPT0095040003	Tumor	0.1
CPT0236850004	Tumor	0.1
CPT0094280004	Tumor	0.1
CPT0123180003	Tumor	0.1
CPT0194250003	Tumor	0.1
CPT0236620003	Tumor	0.1
CPT0169890003	Tumor	0.1
CPT0177710003	Tumor	0.1
CPT0245010003	Tumor	0.1
CPT0245060004	Tumor	0.1
CPT0163600003	Tumor	0.1
CPT0094350004	Tumor	0.0
CPT0207870004	Tumor	0.0
CPT0163160003	Tumor	0.0
CPT0195860003	Tumor	0.0
CPT0245500003	Tumor	0.0
CPT0223970003	Tumor	0.0
CPT0220610003	Tumor	0.0
CPT0194260003	Normal	0.0
CPT0241980004	Tumor	0.0
CPT0245350003	Tumor	0.0
CPT0226130003	Tumor	0.0
CPT0163650003	Tumor	0.0
CPT0163790003	Tumor	0.0
CPT0169740004	Normal	0.0
CPT0177200003	Tumor	0.0
CPT0163480003	Tumor	0.0
CPT0235910003	Tumor	0.0
CPT0169640003	Tumor	0.0
CPT0169730003	Tumor	0.0
CPT0084630009	Tumor	0.0
CPT0087820003	Tumor	0.0
CPT0177010003	Tumor	0.0
CPT0163340003	Tumor	0.0
CPT0226440003	Tumor	0.0
CPT0243090003	Tumor	0.0
CPT0199710003	Normal	0.0
CPT0162940003	Tumor	0.0
CPT0013430003	Tumor	0.0
CPT0194790003	Tumor	0.0
CPT0162890003	Tumor	0.0
CPT0223450003	Tumor	0.0
CPT0094580003	Normal	0.0
CPT0123260003	Tumor	-0.1
CPT0245730003	Tumor	-0.1
C3N-04275-05	Normal	-0.1
CPT0250310003	Tumor	-0.1
CPT0199880003	Tumor	-0.1
C3N-01620-05	Normal	-0.1
C3N-04276-06	Normal	-0.1
CPT0196210003	Tumor	-0.1
CPT0245230004	Tumor	-0.1
CPT0008930003	Tumor	-0.1
CPT0256560003	Tumor	-0.1
CPT0011290003	Tumor	-0.1
CPT0245400003	Tumor	-0.1
CPT0222180003	Tumor	-0.1
CPT0237620004	Tumor	-0.1
CPT0163020003	Normal	-0.1
CPT0222200003	Normal	-0.1
CPT0194960003	Tumor	-0.1
CPT0226340003	Tumor	-0.1
CPT0088010003	Normal	-0.1
CPT0245550003	Tumor	-0.1
CPT0248350003	Normal	-0.1
CPT0013000004	Tumor	-0.2
CPT0163740003	Tumor	-0.2
CPT0245560003	Normal	-0.2
CPT0226350003	Normal	-0.2
CPT0237500003	Normal	-0.2
CPT0244890004	Tumor	-0.2
CPT0190850003	Tumor	-0.2
CPT0194800003	Normal	-0.2
C3N-00295-05	Normal	-0.2
CPT0163430003	Normal	-0.2
CPT0199820003	Tumor	-0.2
C3N-00857-05	Normal	-0.2
C3N-01758-04	Normal	-0.2
CPT0246590003	Tumor	-0.2
CPT0245680003	Tumor	-0.2
CPT0245130003	Tumor	-0.2
CPT0163170003	Normal	-0.2
CPT0163860003	Normal	-0.2
CPT0013460003	Normal	-0.3
CPT0245460003	Normal	-0.3
CPT0196060003	Normal	-0.3
CPT0199890003	Normal	-0.3
CPT0236640003	Normal	-0.3
CPT0008960003	Normal	-0.3
CPT0223460003	Normal	-0.3
CPT0163610003	Normal	-0.3
CPT0177390003	Tumor	-0.3
CPT0199830003	Normal	-0.3
CPT0123280003	Normal	-0.3
CPT0226090003	Normal	-0.3
CPT0226030003	Tumor	-0.3
CPT0246620003	Tumor	-0.3
CPT0237150003	Normal	-0.4
CPT0243140004	Normal	-0.4
CPT0123190003	Normal	-0.4
CPT0226450003	Normal	-0.4
CPT0237640003	Normal	-0.4
CPT0196040003	Tumor	-0.4
C3N-01859-04	Normal	-0.4
CPT0236870003	Normal	-0.4
CPT0226270003	Normal	-0.4
CPT0088080003	Normal	-0.4
CPT0245020003	Normal	-0.4
CPT0127050003	Tumor	-0.4
CPT0190860003	Normal	-0.4
CPT0245140003	Normal	-0.4
CPT0201860004	Normal	-0.5
CPT0245410003	Normal	-0.5
CPT0169920003	Normal	-0.5
CPT0011320003	Normal	-0.5
CPT0163490003	Normal	-0.5
CPT0088430003	Normal	-0.5
CPT0235920003	Normal	-0.5
CPT0242000004	Normal	-0.5
CPT0195680003	Tumor	-0.5
CPT0177220003	Normal	-0.5
CPT0195700003	Normal	-0.5
C3N-04279-05	Normal	-0.5
CPT0163800003	Normal	-0.6
CPT0226400003	Normal	-0.6
CPT0084650004	Normal	-0.6
CPT0220620003	Normal	-0.7
CPT0013250003	Normal	-0.7
CPT0195880003	Normal	-0.7
CPT0245190003	Normal	-0.7
CPT0013030003	Normal	-1.3
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 HPA002651
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