Expression of RPL28 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

RPL28 is not prognostic in Head and Neck Squamous Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 1941.93

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

2243.3

Number of samples

492

Samples

Sample	Description	TPM
TCGA-D6-A6EN-01A	0 years, male, white, stage:Stage III, alive, 687 days	5716.3
TCGA-BA-7269-01A	0 years, male, white, stage:Stage III, alive, 1273 days	5703.5
TCGA-CV-A45Q-01A	0 years, female, white, stage:'--, dead, 5152 days	5663.1
TCGA-CQ-5324-01A	0 years, male, white, stage:Stage III, alive, 1593 days	5441.7
TCGA-BA-A6D8-01A	0 years, male, black or african american, stage:Stage IVA, alive, 850 days	5400.4
TCGA-TN-A7HI-01A	0 years, male, white, stage:Stage IVA, alive, 412 days	5324.3
TCGA-CN-A63V-01A	0 years, male, white, stage:Stage IVA, alive, 679 days	4853.8
TCGA-D6-A6EP-01A	0 years, male, white, stage:Stage III, alive, 424 days	4777.6
TCGA-QK-A6II-01A	0 years, male, white, stage:Stage IVA, dead, 284 days	4699.5
TCGA-UF-A7JS-01A	0 years, male, white, stage:Stage IVA, dead, 680 days	4661.5
TCGA-P3-A5Q6-01A	0 years, male, white, stage:Stage IVA, dead, 480 days	4660.6
TCGA-BB-A5HY-01A	0 years, male, white, stage:Stage IVA, dead, 321 days	4596.3
TCGA-CV-A6JU-01A	0 years, female, white, stage:Stage IVB, alive, 110 days	4503.9
TCGA-CQ-7068-01A	0 years, female, white, stage:Stage II, alive, 1309 days	4410.7
TCGA-CN-A6UY-01A	0 years, male, white, stage:Stage IVA, alive, 713 days	4353.5
TCGA-CV-A6JE-01A	0 years, male, white, stage:'--, alive, 1075 days	4313.4
TCGA-CQ-5327-01A	0 years, female, asian, stage:Stage IVA, alive, 1660 days	4302.9
TCGA-MT-A7BN-01A	0 years, male, white, stage:Stage IVA, alive, 469 days	4280.4
TCGA-QK-AA3K-01A	0 years, male, black or african american, stage:Stage IVA, alive, 253 days	4273.5
TCGA-UF-A71A-01A	0 years, male, white, stage:Stage IVA, dead, 86 days	4189.8
TCGA-CN-A642-01A	0 years, male, white, stage:Stage IVB, dead, 82 days	4184.6
TCGA-IQ-7631-01A	0 years, female, white, stage:Stage II, alive, 1172 days	4166.3
TCGA-CV-7095-01A	0 years, female, stage:Stage II, dead, 572 days	4164.9
TCGA-CR-7383-01A	0 years, female, white, stage:Stage I, dead, 521 days	4157.0
TCGA-CV-6441-01A	0 years, male, white, stage:Stage III, dead, 292 days	4077.3
TCGA-CV-A6JD-01A	0 years, female, white, stage:'--, dead, 182 days	4042.2
TCGA-CV-6937-01A	0 years, male, white, stage:Stage II, dead, 624 days	3952.8
TCGA-CV-6948-01A	0 years, female, white, stage:Stage IVB, dead, 1289 days	3944.9
TCGA-TN-A7HL-01A	0 years, male, white, stage:Stage IVA, alive, 619 days	3934.0
TCGA-QK-A6IG-01A	0 years, male, white, stage:Stage III, dead, 222 days	3908.2
TCGA-BB-4223-01A	0 years, male, white, stage:Stage IVA, alive, 3221 days	3873.3
TCGA-CV-6962-01A	0 years, male, white, stage:Stage IVA, dead, 126 days	3834.9
TCGA-D6-A6EQ-01A	0 years, male, white, stage:Stage IVA, alive, 368 days	3729.1
TCGA-4P-AA8J-01A	0 years, male, black or african american, stage:Stage IVA, alive, 102 days	3649.2
TCGA-F7-A624-01A	0 years, male, white, stage:Stage II, alive, 378 days	3607.0
TCGA-UF-A7JD-01A	0 years, male, stage:Stage IVA, dead, 739 days	3604.1
TCGA-CV-A6K2-01A	0 years, male, white, stage:Stage IVA, dead, 317 days	3596.4
TCGA-CX-A4AQ-01A	0 years, male, white, stage:Stage IVA, alive, 1555 days	3545.4
TCGA-CV-7253-01A	0 years, male, black or african american, stage:Stage IVA, dead, 361 days	3501.5
TCGA-D6-A6EK-01A	0 years, male, white, stage:Stage III, alive, 875 days	3477.9
TCGA-QK-A6IF-01A	0 years, male, white, stage:'--, alive, 704 days	3458.9
TCGA-CN-5363-01A	0 years, male, black or african american, stage:Stage IVB, dead, 253 days	3413.5
TCGA-CV-6436-01A	0 years, male, white, stage:Stage IVA, alive, 1899 days	3400.0
TCGA-F7-8298-01A	0 years, male, white, stage:Stage I, alive, 995 days	3387.1
TCGA-BA-A6DL-01A	0 years, male, white, stage:'--, alive, 623 days	3375.9
TCGA-DQ-5629-01A	0 years, male, white, stage:'--, dead, 941 days	3336.9
TCGA-MT-A67F-01A	0 years, female, white, stage:Stage IVA, alive, 384 days	3323.1
TCGA-BA-5152-01A	0 years, male, white, stage:Stage IVA, alive, 1288 days	3315.4
TCGA-BA-6869-01A	0 years, male, white, stage:Stage III, alive, 644 days	3294.3
TCGA-D6-6827-01A	0 years, female, white, stage:Stage I, alive, 568 days	3292.7
TCGA-P3-A6T6-01A	0 years, male, white, stage:Stage IVA, dead, 395 days	3289.6
TCGA-HD-A6I0-01A	0 years, male, white, stage:Stage IVA, alive, 210 days	3283.2
TCGA-CV-5430-01A	0 years, male, white, stage:Stage IVA, alive, 4241 days	3278.5
TCGA-CV-7406-01A	0 years, male, white, stage:Stage II, dead, 1748 days	3263.5
TCGA-CV-7438-01A	0 years, female, white, stage:Stage I, dead, 194 days	3257.9
TCGA-CN-4735-01A	0 years, male, white, stage:Stage IVA, alive, 1737 days	3254.1
TCGA-CV-A6K1-01A	0 years, male, white, stage:Stage IVA, alive, 685 days	3249.4
TCGA-CN-5364-01A	0 years, male, white, stage:Stage IVA, dead, 493 days	3248.9
TCGA-CV-5440-01A	0 years, male, white, stage:Stage IVA, alive, 3270 days	3246.2
TCGA-DQ-7592-01A	0 years, male, american indian or alaska native, stage:'--, alive, 1143 days	3219.2
TCGA-QK-A6IJ-01A	0 years, male, white, stage:Stage III, alive, 387 days	3193.9
TCGA-CV-5435-01A	0 years, male, white, stage:Stage IVA, dead, 2319 days	3180.8
TCGA-UP-A6WW-01A	0 years, male, white, stage:'--, alive, 518 days	3175.5
TCGA-CV-5442-01A	0 years, female, white, stage:Stage IVA, alive, 2327 days	3140.3
TCGA-CN-4726-01A	0 years, male, white, stage:Stage IVA, dead, 142 days	3140.1
TCGA-CR-6473-01A	0 years, male, white, stage:'--, alive, 1125 days	3133.4
TCGA-CV-6941-01A	0 years, male, white, stage:Stage III, dead, 342 days	3131.9
TCGA-CV-A45U-01A	0 years, male, white, stage:Stage IVA, dead, 1079 days	3130.0
TCGA-P3-A5Q5-01A	0 years, male, white, stage:Stage IVA, alive, 910 days	3128.1
TCGA-CQ-6225-01A	0 years, male, white, stage:Stage III, dead, 403 days	3104.2
TCGA-UF-A7JH-01A	0 years, male, black or african american, stage:Stage IVA, alive, 896 days	3096.7
TCGA-CV-7415-01A	0 years, male, white, stage:Stage IVA, dead, 695 days	3093.7
TCGA-WA-A7GZ-01A	0 years, male, white, stage:'--, dead, 625 days	3087.9
TCGA-HD-A634-01A	0 years, male, white, stage:Stage IVA, dead, 130 days	3083.4
TCGA-CV-7421-01A	0 years, male, white, stage:Stage IVA, dead, 2 days	3074.3
TCGA-CV-A460-01A	0 years, male, white, stage:'--, dead, 1838 days	3025.8
TCGA-CV-7437-01A	0 years, male, stage:Stage II, dead, 506 days	2999.8
TCGA-RS-A6TP-01A	0 years, male, white, stage:Stage II, alive, 516 days	2967.1
TCGA-F7-A61V-01A	0 years, male, white, stage:Stage II, alive, 759 days	2959.0
TCGA-CV-A6JT-01A	0 years, male, white, stage:Stage II, alive, 852 days	2948.1
TCGA-CV-A6JM-01A	0 years, male, white, stage:'--, dead, 194 days	2945.2
TCGA-BB-4225-01A	0 years, male, white, stage:'--, alive, 146 days	2944.7
TCGA-CV-5441-01A	0 years, male, white, stage:Stage IVA, alive, 2886 days	2931.5
TCGA-BB-A6UO-01A	0 years, female, white, stage:Stage IVA, dead, 268 days	2929.3
TCGA-BA-A8YP-01A	0 years, male, black or african american, stage:Stage IVB, alive, 499 days	2925.6
TCGA-CQ-6228-01A	0 years, female, white, stage:Stage IVA, dead, 456 days	2916.2
TCGA-F7-A50I-01A	0 years, male, white, stage:Stage IVA, alive, 92 days	2909.4
TCGA-T3-A92M-01A	0 years, male, black or african american, stage:Stage IVA, alive, 417 days	2901.1
TCGA-T2-A6WX-01A	0 years, female, white, stage:'--, dead, 209 days	2898.9
TCGA-CV-7413-01A	0 years, female, white, stage:Stage II, dead, 294 days	2895.1
TCGA-CQ-5330-01A	0 years, female, white, stage:Stage IVA, alive, 1897 days	2891.4
TCGA-CV-6953-01A	0 years, female, white, stage:Stage III, dead, 1641 days	2884.5
TCGA-CV-7100-01A	0 years, male, white, stage:Stage III, dead, 274 days	2873.9
TCGA-CR-7399-01A	0 years, female, white, stage:Stage IVA, alive, 181 days	2853.5
TCGA-T2-A6WZ-01A	0 years, male, white, stage:'--, dead, 484 days	2845.2
TCGA-KU-A6H7-01A	0 years, female, white, stage:Stage IVA, alive, 586 days	2840.9
TCGA-CV-7428-01A	0 years, male, white, stage:Stage IVA, dead, 1671 days	2828.1
TCGA-CV-7091-01A	0 years, male, white, stage:Stage I, alive, 3381 days	2822.0
TCGA-CR-6472-01A	0 years, male, white, stage:'--, alive, 1050 days	2819.6
TCGA-CN-5374-01A	0 years, female, white, stage:Stage IVA, dead, 1732 days	2808.9
TCGA-CR-5247-01A	0 years, male, black or african american, stage:'--, alive, 358 days	2804.0
TCGA-CV-7435-01A	0 years, female, white, stage:Stage IVA, dead, 4680 days	2800.0
TCGA-CV-7235-01A	0 years, male, white, stage:Stage II, alive, 2347 days	2795.7
TCGA-CV-7429-01A	0 years, male, white, stage:Stage IVA, dead, 107 days	2795.2
TCGA-CR-6487-01A	0 years, male, white, stage:Stage I, alive, 234 days	2784.8
TCGA-CN-6011-01A	0 years, male, white, stage:Stage IVA, alive, 933 days	2784.7
TCGA-CN-6019-01A	0 years, male, white, stage:Stage IVA, alive, 1038 days	2767.1
TCGA-CQ-A4CD-01A	0 years, male, white, stage:Stage IVA, alive, 1022 days	2759.8
TCGA-CV-6934-01A	0 years, female, white, stage:Stage IVA, dead, 65 days	2748.9
TCGA-CN-5361-01A	0 years, male, white, stage:Stage IVA, dead, 2120 days	2743.9
TCGA-UF-A7JT-01A	0 years, female, white, stage:Stage IVA, dead, 993 days	2742.1
TCGA-CV-7432-01A	0 years, male, white, stage:Stage II, dead, 2570 days	2741.2
TCGA-CV-6938-01A	0 years, male, white, stage:Stage II, dead, 144 days	2729.0
TCGA-UF-A7JA-01A	0 years, female, white, stage:Stage IVA, alive, 2265 days	2728.9
TCGA-CV-7440-01A	0 years, male, white, stage:Stage II, dead, 675 days	2724.8
TCGA-CV-7433-01A	0 years, male, white, stage:Stage IVA, dead, 601 days	2720.1
TCGA-C9-A480-01A	0 years, female, asian, stage:Stage III, alive, 386 days	2708.0
TCGA-CV-5966-01A	0 years, female, white, stage:Stage IVA, dead, 545 days	2689.1
TCGA-T3-A92N-01A	0 years, male, black or african american, stage:Stage IVA, dead, 95 days	2683.9
TCGA-P3-A6SX-01A	0 years, male, white, stage:Stage III, dead, 1430 days	2682.3
TCGA-HD-A633-01A	0 years, male, white, stage:Stage IVA, alive, 421 days	2666.4
TCGA-D6-A4ZB-01A	0 years, male, white, stage:Stage III, alive, 376 days	2666.3
TCGA-P3-A6T7-01A	0 years, male, white, stage:Stage IVA, dead, 487 days	2664.8
TCGA-TN-A7HJ-01A	0 years, male, white, stage:Stage IVA, alive, 403 days	2664.3
TCGA-CV-7407-01A	0 years, female, white, stage:Stage II, dead, 1081 days	2658.0
TCGA-DQ-7591-01A	0 years, male, white, stage:'--, alive, 622 days	2648.3
TCGA-BB-4227-01A	0 years, male, white, stage:Stage IVA, alive, 134 days	2640.3
TCGA-UF-A7JV-01A	0 years, female, white, stage:Stage IVA, dead, 90 days	2639.5
TCGA-CN-A497-01A	0 years, male, stage:Stage III, alive, 1065 days	2631.0
TCGA-CV-6954-01A	0 years, male, black or african american, stage:Stage IVA, dead, 2002 days	2628.9
TCGA-CV-7178-01A	0 years, female, white, stage:Stage IVA, dead, 2166 days	2628.1
TCGA-BB-4228-01A	0 years, male, white, stage:Stage III, alive, 559 days	2622.6
TCGA-CQ-6221-01A	0 years, male, white, stage:'--, alive, 1000 days	2579.6
TCGA-CV-7263-01A	0 years, male, black or african american, stage:Stage II, dead, 560 days	2567.6
TCGA-QK-A6V9-01A	0 years, male, white, stage:Stage II, alive, 833 days	2553.9
TCGA-BA-A6DJ-01A	0 years, male, asian, stage:Stage IVA, dead, 407 days	2549.6
TCGA-CV-5436-01A	0 years, male, stage:Stage IVA, dead, 584 days	2547.8
TCGA-CV-6951-01A	0 years, male, white, stage:Stage IVA, dead, 915 days	2544.2
TCGA-CQ-5333-01A	0 years, male, white, stage:Stage II, dead, 341 days	2539.6
TCGA-CV-5976-01A	0 years, male, white, stage:Stage IVA, alive, 1478 days	2530.9
TCGA-H7-A76A-01A	0 years, male, white, stage:'--, alive, 637 days	2530.5
TCGA-CN-6995-01A	0 years, male, white, stage:Stage IVA, dead, 112 days	2528.1
TCGA-D6-A6EM-01A	0 years, female, white, stage:Stage III, alive, 232 days	2522.6
TCGA-BA-A6DD-01A	0 years, male, black or african american, stage:Stage IVA, dead, 173 days	2511.3
TCGA-CQ-6224-01A	0 years, male, white, stage:Stage IVA, alive, 1721 days	2509.2
TCGA-CR-7367-01A	0 years, male, white, stage:Stage IVA, alive, 1440 days	2507.1
TCGA-BA-4074-01A	0 years, male, white, stage:Stage IVA, dead, 462 days	2496.9
TCGA-D6-A74Q-01A	0 years, male, white, stage:Stage IVA, alive, 710 days	2490.9
TCGA-CV-A6JZ-01A	0 years, male, white, stage:Stage II, alive, 714 days	2489.6
TCGA-BA-5558-01A	0 years, male, white, stage:'--, alive, 1995 days	2486.4
TCGA-UF-A7JO-01A	0 years, female, white, stage:Stage IVA, dead, 631 days	2484.6
TCGA-D6-A6ES-01A	0 years, male, white, stage:Stage IVA, alive, 389 days	2482.6
TCGA-CN-6023-01A	0 years, male, white, stage:Stage IVA, alive, 1584 days	2479.4
TCGA-UF-A7JF-01A	0 years, male, white, stage:Stage IVA, alive, 1686 days	2472.6
TCGA-CV-7097-01A	0 years, male, white, stage:Stage II, dead, 385 days	2467.5
TCGA-CV-6935-01A	0 years, male, white, stage:Stage IVA, dead, 295 days	2458.3
TCGA-F7-A620-01A	0 years, male, white, stage:Stage III, alive, 543 days	2457.2
TCGA-CV-7103-01A	0 years, male, white, stage:Stage IVA, dead, 1591 days	2447.1
TCGA-CN-A49B-01A	0 years, male, white, stage:Stage III, alive, 904 days	2434.7
TCGA-CX-7219-01A	0 years, male, black or african american, stage:Stage IVA, alive, 1045 days	2430.3
TCGA-CV-7247-01A	0 years, male, white, stage:Stage III, dead, 577 days	2414.9
TCGA-CV-7425-01A	0 years, female, white, stage:Stage III, dead, 1718 days	2414.6
TCGA-CV-7418-01A	0 years, male, black or african american, stage:Stage IVA, dead, 789 days	2406.3
TCGA-BA-4076-01A	0 years, male, white, stage:'--, dead, 415 days	2387.5
TCGA-HL-7533-01A	0 years, male, white, stage:'--, alive, 1057 days	2384.7
TCGA-BB-A5HZ-01A	0 years, male, white, stage:Stage IVA, alive, 827 days	2379.3
TCGA-CQ-A4C7-01A	0 years, male, white, stage:Stage III, dead, 353 days	2377.3
TCGA-QK-A6IH-01A	0 years, female, white, stage:Stage IVB, alive, 653 days	2372.6
TCGA-CV-6936-01A	0 years, male, white, stage:Stage IVA, dead, 166 days	2372.2
TCGA-CQ-7063-01A	0 years, female, white, stage:Stage I, alive, 2133 days	2367.7
TCGA-BA-6872-01A	0 years, male, white, stage:'--, dead, 384 days	2362.6
TCGA-CV-5977-01A	0 years, male, white, stage:Stage IVA, alive, 1840 days	2360.4
TCGA-CQ-5332-01A	0 years, male, white, stage:Stage III, dead, 317 days	2360.3
TCGA-CN-A63W-01A	0 years, female, white, stage:Stage IVA, dead, 377 days	2357.8
TCGA-H7-8501-01A	0 years, male, white, stage:Stage IVA, alive, 461 days	2352.4
TCGA-BB-4217-01A	0 years, male, black or african american, stage:Stage IVA, alive, 187 days	2352.1
TCGA-T2-A6X2-01A	0 years, male, white, stage:Stage III, alive, 987 days	2348.3
TCGA-MZ-A7D7-01A	0 years, male, white, stage:Stage IVA, alive, 547 days	2344.8
TCGA-MZ-A6I9-01A	0 years, male, white, stage:'--, dead, 489 days	2343.8
TCGA-CN-4736-01A	0 years, female, white, stage:'--, dead, 395 days	2340.8
TCGA-DQ-7588-01A	0 years, male, white, stage:'--, dead, 427 days	2339.7
TCGA-QK-A8ZA-01A	0 years, male, black or african american, stage:'--, dead, 371 days	2335.4
TCGA-BB-A6UM-01A	0 years, male, white, stage:Stage III, alive, 393 days	2328.7
TCGA-CV-A45Z-01A	0 years, male, white, stage:'--, dead, 1466 days	2322.6
TCGA-P3-A6T8-01A	0 years, male, white, stage:Stage IVA, alive, 400 days	2320.0
TCGA-D6-6515-01A	0 years, female, white, stage:Stage II, dead, 403 days	2317.2
TCGA-IQ-7630-01A	0 years, male, white, stage:Stage II, alive, 485 days	2312.8
TCGA-CV-7102-01A	0 years, female, white, stage:Stage IVA, dead, 56 days	2302.9
TCGA-CR-6491-01A	0 years, male, black or african american, stage:Stage IVA, alive, 693 days	2301.0
TCGA-CR-7385-01A	0 years, male, white, stage:'--, alive, 997 days	2301.0
TCGA-CN-4731-01A	0 years, female, white, stage:Stage IVA, dead, 998 days	2298.9
TCGA-CR-6493-01A	0 years, male, black or african american, stage:Stage IVA, dead, 282 days	2297.9
TCGA-CV-5444-01A	0 years, male, black or african american, stage:Stage IVA, alive, 2437 days	2296.7
TCGA-CV-5979-01A	0 years, male, white, stage:Stage IVA, alive, 1315 days	2292.4
TCGA-IQ-A61O-01A	0 years, male, white, stage:Stage IVA, dead, 421 days	2289.5
TCGA-CN-5370-01A	0 years, male, white, stage:Stage III, dead, 259 days	2289.0
TCGA-CV-7434-01A	0 years, male, white, stage:Stage IVA, dead, 218 days	2289.0
TCGA-CQ-A4CI-01A	0 years, male, white, stage:Stage III, alive, 950 days	2283.4
TCGA-CV-5434-01A	0 years, male, black or african american, stage:Stage IVA, dead, 3314 days	2279.2
TCGA-CV-A464-01A	0 years, male, white, stage:Stage III, alive, 1722 days	2274.1
TCGA-CN-4730-01A	0 years, male, white, stage:Stage IVA, alive, 817 days	2269.5
TCGA-HD-A4C1-01A	0 years, female, black or african american, stage:Stage IVA, alive, 11 days	2264.3
TCGA-BA-4075-01A	0 years, male, black or african american, stage:Stage III, dead, 283 days	2256.8
TCGA-CN-5369-01A	0 years, female, white, stage:Stage IVA, dead, 1 days	2252.1
TCGA-P3-A6T2-01A	0 years, male, white, stage:Stage IVA, alive, 2298 days	2244.1
TCGA-CV-7410-01A	0 years, male, white, stage:Stage III, dead, 6417 days	2233.5
TCGA-CV-7568-01A	0 years, female, white, stage:Stage IVA, dead, 927 days	2228.2
TCGA-P3-A5QF-01A	0 years, male, white, stage:Stage IVA, dead, 330 days	2227.4
TCGA-CV-7099-01A	0 years, female, white, stage:Stage II, dead, 243 days	2220.1
TCGA-CQ-6227-01A	0 years, male, white, stage:Stage IVA, dead, 129 days	2215.3
TCGA-BB-8601-01A	0 years, male, black or african american, stage:Stage III, alive, 624 days	2210.6
TCGA-CV-7252-01A	0 years, female, black or african american, stage:Stage IVA, dead, 151 days	2206.1
TCGA-F7-A50G-01A	0 years, male, white, stage:Stage III, alive, 616 days	2199.2
TCGA-MT-A67A-01A	0 years, female, white, stage:Stage I, alive, 914 days	2198.9
TCGA-BA-A4II-01A	0 years, male, white, stage:Stage II, alive, 918 days	2192.5
TCGA-CR-5248-01A	0 years, male, white, stage:'--, alive, 1663 days	2191.4
TCGA-CN-6998-01A	0 years, male, white, stage:Stage IVA, dead, 357 days	2189.1
TCGA-CN-6994-01A	0 years, male, white, stage:Stage IVA, alive, 1183 days	2188.2
TCGA-CV-7089-01A	0 years, male, white, stage:Stage IVA, dead, 1972 days	2185.0
TCGA-BA-A4IH-01A	0 years, male, white, stage:'--, alive, 622 days	2184.9
TCGA-BA-A6DA-01A	0 years, female, white, stage:Stage IVA, alive, 351 days	2184.0
TCGA-MZ-A5BI-01A	0 years, male, white, stage:'--, dead, 217 days	2178.3
TCGA-CQ-6219-01A	0 years, female, white, stage:Stage IVA, dead, 479 days	2175.6
TCGA-CN-6022-01A	0 years, male, white, stage:Stage IVA, dead, 281 days	2168.5
TCGA-UF-A7JJ-01A	0 years, male, stage:Stage IVA, alive, 549 days	2159.7
TCGA-CN-A63U-01A	0 years, male, white, stage:Stage IVA, alive, 964 days	2156.4
TCGA-CN-6024-01A	0 years, male, white, stage:Stage IVA, dead, 337 days	2147.5
TCGA-CV-A461-01A	0 years, male, white, stage:'--, dead, 2064 days	2146.1
TCGA-CX-7082-01A	0 years, male, white, stage:Stage IVA, dead, 11 days	2145.9
TCGA-D6-A4Z9-01A	0 years, male, white, stage:Stage IVA, alive, 539 days	2142.5
TCGA-CV-7254-01A	0 years, male, white, stage:Stage II, dead, 1459 days	2139.9
TCGA-CV-7424-01A	0 years, male, asian, stage:Stage IVA, dead, 453 days	2136.4
TCGA-UF-A718-01A	0 years, male, white, stage:Stage IVA, alive, 1971 days	2134.9
TCGA-BA-5556-01A	0 years, female, white, stage:Stage II, alive, 725 days	2134.9
TCGA-P3-A6SW-01A	0 years, male, white, stage:Stage IVB, alive, 1120 days	2134.0
TCGA-CV-6943-01A	0 years, male, white, stage:Stage III, dead, 602 days	2131.3
TCGA-CN-4723-01A	0 years, male, white, stage:Stage IVA, alive, 1699 days	2131.1
TCGA-CR-6481-01A	0 years, male, white, stage:'--, alive, 311 days	2120.5
TCGA-QK-A6VC-01A	0 years, female, black or african american, stage:Stage IVA, alive, 600 days	2118.0
TCGA-CV-7180-01A	0 years, male, white, stage:Stage II, dead, 327 days	2112.9
TCGA-HD-A6HZ-01A	0 years, female, white, stage:Stage III, alive, 111 days	2103.1
TCGA-CV-A6JN-01A	0 years, male, white, stage:'--, alive, 906 days	2102.7
TCGA-CR-6492-01A	0 years, male, white, stage:Stage III, alive, 479 days	2101.5
TCGA-CR-5250-01A	0 years, male, white, stage:'--, alive, 799 days	2086.5
TCGA-RS-A6TO-01A	0 years, female, white, stage:Stage IVA, dead, 387 days	2082.6
TCGA-BA-A6DE-01A	0 years, female, white, stage:Stage II, alive, 440 days	2074.5
TCGA-CR-7395-01A	0 years, female, white, stage:Stage II, alive, 930 days	2072.2
TCGA-CN-6016-01A	0 years, male, white, stage:Stage IVA, alive, 1443 days	2070.6
TCGA-D6-6825-01A	0 years, male, white, stage:Stage I, alive, 491 days	2068.7
TCGA-CV-6940-01A	0 years, female, white, stage:Stage III, dead, 804 days	2068.6
TCGA-CN-5359-01A	0 years, male, white, stage:Stage IVA, dead, 377 days	2066.2
TCGA-CN-A49A-01A	0 years, male, white, stage:Stage IVB, dead, 526 days	2065.2
TCGA-CV-A45W-01A	0 years, male, white, stage:Stage II, dead, 1398 days	2060.7
TCGA-CR-7373-01A	0 years, male, white, stage:Stage IVA, alive, 889 days	2058.8
TCGA-CQ-7072-01A	0 years, male, white, stage:Stage II, alive, 2359 days	2055.5
TCGA-CV-6942-01A	0 years, female, white, stage:Stage II, alive, 4282 days	2055.2
TCGA-CV-6950-01A	0 years, male, white, stage:Stage IVA, dead, 459 days	2049.7
TCGA-CV-A468-01A	0 years, male, stage:Stage IVA, dead, 464 days	2047.0
TCGA-CV-A45T-01A	0 years, female, white, stage:'--, dead, 4856 days	2046.1
TCGA-DQ-5630-01A	0 years, male, white, stage:'--, alive, 1030 days	2045.2
TCGA-CR-7382-01A	0 years, male, white, stage:Stage IVA, alive, 796 days	2028.1
TCGA-CV-7104-01A	0 years, female, white, stage:Stage IVA, dead, 393 days	2024.5
TCGA-F7-A61S-01A	0 years, male, white, stage:Stage III, alive, 576 days	2023.1
TCGA-CN-4722-01A	0 years, female, white, stage:Stage II, alive, 1483 days	2016.8
TCGA-F7-A61W-01A	0 years, male, asian, stage:Stage IVA, alive, 14 days	2012.1
TCGA-DQ-5625-01A	0 years, female, white, stage:'--, dead, 1133 days	2011.2
TCGA-CV-A45Y-01A	0 years, male, american indian or alaska native, stage:Stage IVA, dead, 2703 days	2009.5
TCGA-CV-A463-01A	0 years, female, white, stage:Stage IVA, dead, 23 days	2007.9
TCGA-CV-7101-01A	0 years, male, white, stage:Stage II, dead, 160 days	1999.1
TCGA-CN-A641-01A	0 years, male, white, stage:Stage IVA, alive, 367 days	1998.9
TCGA-CQ-5334-01A	0 years, male, white, stage:Stage IVA, dead, 129 days	1989.2
TCGA-D6-6516-01A	0 years, male, white, stage:Stage I, alive, 773 days	1985.1
TCGA-CR-7380-01A	0 years, male, white, stage:Stage IVB, dead, 606 days	1984.9
TCGA-CR-7364-01A	0 years, male, white, stage:Stage III, alive, 1435 days	1969.3
TCGA-QK-A6VB-01A	0 years, male, white, stage:Stage IVA, alive, 641 days	1968.4
TCGA-CR-7377-01A	0 years, male, white, stage:Stage IVA, dead, 279 days	1967.8
TCGA-UF-A7JK-01A	0 years, male, stage:Stage IVA, dead, 424 days	1964.2
TCGA-HD-7831-01A	0 years, male, white, stage:Stage IVA, alive, 667 days	1962.7
TCGA-F7-8489-01A	0 years, male, white, stage:Stage II, alive, 658 days	1949.6
TCGA-P3-A6T4-01A	0 years, male, white, stage:Stage IVA, dead, 62 days	1948.9
TCGA-CV-7177-01A	0 years, female, white, stage:Stage II, dead, 663 days	1946.8
TCGA-CN-6018-01A	0 years, female, white, stage:Stage IVA, dead, 580 days	1945.7
TCGA-IQ-A61I-01A	0 years, male, black or african american, stage:Stage IVA, dead, 2 days	1945.3
TCGA-CN-A63T-01A	0 years, male, white, stage:Stage IVA, alive, 225 days	1938.6
TCGA-D6-6823-01A	0 years, male, white, stage:Stage II, alive, 701 days	1930.6
TCGA-F7-7848-01A	0 years, male, white, stage:Stage IVA, alive, 1131 days	1928.9
TCGA-F7-A623-01A	0 years, male, white, stage:Stage IVA, alive, 616 days	1926.4
TCGA-CV-7427-01A	0 years, female, white, stage:Stage II, dead, 4760 days	1925.5
TCGA-CQ-5329-01A	0 years, female, white, stage:Stage II, alive, 2143 days	1924.2
TCGA-DQ-5624-01A	0 years, female, white, stage:'--, alive, 1778 days	1923.7
TCGA-CN-4727-01A	0 years, male, white, stage:Stage IVA, alive, 1560 days	1923.2
TCGA-CV-7414-01A	0 years, male, white, stage:Stage IVA, dead, 14 days	1917.4
TCGA-CN-5367-01A	0 years, female, white, stage:Stage IVA, dead, 352 days	1915.1
TCGA-CR-6482-01A	0 years, male, black or african american, stage:'--, alive, 345 days	1914.4
TCGA-CN-6988-01A	0 years, male, white, stage:Stage IVA, alive, 318 days	1904.3
TCGA-CR-7393-01A	0 years, male, white, stage:Stage III, alive, 993 days	1901.5
TCGA-CR-6478-01A	0 years, female, white, stage:'--, dead, 183 days	1896.4
TCGA-CN-5356-01A	0 years, male, white, stage:Stage III, alive, 1409 days	1893.9
TCGA-CQ-5331-01A	0 years, female, white, stage:'--, alive, 1399 days	1893.4
TCGA-CN-4728-01A	0 years, male, white, stage:Stage IVA, alive, 1724 days	1892.5
TCGA-CN-A49C-01A	0 years, male, white, stage:'--, alive, 645 days	1890.4
TCGA-CQ-A4CG-01A	0 years, female, white, stage:Stage III, dead, 430 days	1890.1
TCGA-CV-7236-01A	0 years, female, white, stage:Stage IVA, dead, 144 days	1888.8
TCGA-BB-A5HU-01A	0 years, male, white, stage:Stage IVA, alive, 782 days	1884.6
TCGA-BA-A4IG-01A	0 years, male, white, stage:'--, alive, 855 days	1879.1
TCGA-IQ-A61G-01A	0 years, male, white, stage:Stage IVA, alive, 360 days	1876.7
TCGA-BA-A6DG-01A	0 years, male, white, stage:'--, dead, 69 days	1874.9
TCGA-CR-7386-01A	0 years, male, white, stage:Stage IVA, alive, 1430 days	1871.3
TCGA-CN-A6V7-01A	0 years, male, white, stage:Stage IVA, alive, 594 days	1868.6
TCGA-CV-A45P-01A	0 years, female, white, stage:Stage I, alive, 639 days	1868.0
TCGA-KU-A66S-01A	0 years, female, white, stage:Stage III, dead, 406 days	1863.4
TCGA-CN-5365-01A	0 years, male, white, stage:Stage IVB, dead, 351 days	1859.4
TCGA-CV-7261-01A	0 years, male, white, stage:Stage IVA, alive, 1512 days	1847.9
TCGA-HD-7832-01A	0 years, male, white, stage:Stage IVA, alive, 836 days	1832.0
TCGA-P3-A5QA-01A	0 years, male, stage:Stage I, alive, 2182 days	1828.4
TCGA-MT-A51W-01A	0 years, female, white, stage:Stage I, alive, 437 days	1826.6
TCGA-KU-A6H8-01A	0 years, male, white, stage:Stage IVA, dead, 327 days	1825.6
TCGA-BA-5151-01A	0 years, male, white, stage:Stage IVA, alive, 722 days	1822.9
TCGA-CR-7397-01A	0 years, male, white, stage:Stage IVA, alive, 754 days	1820.4
TCGA-CN-4729-01A	0 years, male, white, stage:Stage III, alive, 392 days	1816.9
TCGA-CV-7422-01A	0 years, female, white, stage:Stage IVA, dead, 1037 days	1816.3
TCGA-CQ-A4CB-01A	0 years, male, stage:Stage III, alive, 893 days	1815.9
TCGA-CR-6474-01A	0 years, male, white, stage:Stage IVA, dead, 564 days	1812.6
TCGA-CV-7250-01A	0 years, male, white, stage:Stage IVA, dead, 2900 days	1805.2
TCGA-UF-A71E-01A	0 years, male, white, stage:Stage IVA, dead, 1504 days	1804.2
TCGA-CR-6467-01A	0 years, male, white, stage:Stage III, alive, 1777 days	1800.2
TCGA-CN-6010-01A	0 years, male, white, stage:Stage IVA, alive, 1523 days	1797.0
TCGA-CR-7371-01A	0 years, female, white, stage:Stage III, dead, 94 days	1780.3
TCGA-IQ-A61E-01A	0 years, female, white, stage:Stage III, alive, 1147 days	1777.0
TCGA-CR-7401-01A	0 years, male, white, stage:Stage I, alive, 1077 days	1776.1
TCGA-BA-A6DB-01A	0 years, female, white, stage:Stage I, alive, 216 days	1775.3
TCGA-D6-6824-01A	0 years, male, white, stage:Stage IVA, alive, 77 days	1775.0
TCGA-CN-5366-01A	0 years, male, white, stage:Stage IVA, dead, 360 days	1773.7
TCGA-KU-A66T-01A	0 years, female, white, stage:Stage IVA, alive, 552 days	1771.3
TCGA-CV-7090-01A	0 years, male, white, stage:Stage II, alive, 5252 days	1763.5
TCGA-CQ-6218-01A	0 years, female, white, stage:Stage IVA, alive, 1253 days	1761.1
TCGA-BA-6871-01A	0 years, male, white, stage:'--, dead, 108 days	1760.4
TCGA-P3-A6T5-01A	0 years, female, white, stage:Stage IVA, dead, 882 days	1757.4
TCGA-CR-7370-01A	0 years, female, white, stage:'--, alive, 105 days	1756.0
TCGA-QK-A64Z-01A	0 years, female, white, stage:Stage IVA, dead, 641 days	1755.4
TCGA-CV-7183-01A	0 years, male, white, stage:Stage II, alive, 3981 days	1747.2
TCGA-CV-5432-01A	0 years, male, white, stage:Stage III, alive, 3930 days	1744.8
TCGA-CV-6945-01A	0 years, male, white, stage:Stage IVA, dead, 366 days	1744.5
TCGA-BA-5559-01A	0 years, male, white, stage:'--, dead, 2083 days	1742.7
TCGA-CR-7389-01A	0 years, male, black or african american, stage:'--, alive, 392 days	1738.2
TCGA-CN-A6V3-01A	0 years, male, white, stage:Stage IVA, alive, 742 days	1737.2
TCGA-CN-6021-01A	0 years, female, white, stage:'--, dead, 276 days	1735.6
TCGA-CR-7404-01A	0 years, male, white, stage:'--, alive, 1472 days	1725.2
TCGA-CV-A45R-01A	0 years, male, white, stage:Stage III, alive, 5480 days	1724.6
TCGA-CV-5439-01A	0 years, male, white, stage:Stage IVA, dead, 546 days	1723.9
TCGA-CN-4740-01A	0 years, female, white, stage:Stage IVA, dead, 839 days	1723.6
TCGA-QK-A8ZB-01A	0 years, male, black or african american, stage:Stage IVA, alive, 542 days	1719.2
TCGA-BA-6873-01A	0 years, male, white, stage:Stage IVA, alive, 122 days	1715.7
TCGA-CR-7391-01A	0 years, female, white, stage:Stage I, alive, 913 days	1711.4
TCGA-CV-7242-01A	0 years, female, white, stage:Stage II, alive, 1095 days	1704.9
TCGA-CR-5249-01A	0 years, female, white, stage:Stage II, alive, 1152 days	1702.2
TCGA-H7-8502-01A	0 years, male, white, stage:Stage IVA, alive, 458 days	1701.4
TCGA-QK-AA3J-01A	0 years, male, black or african american, stage:Stage I, alive, 466 days	1697.6
TCGA-CR-6471-01A	0 years, male, white, stage:Stage IVA, dead, 1202 days	1695.7
TCGA-CN-5355-01A	0 years, male, black or african american, stage:Stage IVA, alive, 1278 days	1690.6
TCGA-BA-5557-01A	0 years, female, stage:Stage III, alive, 623 days	1688.6
TCGA-CN-6989-01A	0 years, male, white, stage:Stage IVA, dead, 980 days	1678.1
TCGA-CV-7411-01A	0 years, female, white, stage:Stage IVA, dead, 2717 days	1673.0
TCGA-BA-5153-01A	0 years, male, white, stage:'--, dead, 1762 days	1669.3
TCGA-CR-7388-01A	0 years, female, white, stage:'--, dead, 823 days	1664.7
TCGA-CV-A45V-01A	0 years, female, white, stage:Stage IVA, dead, 32 days	1664.0
TCGA-CQ-A4CE-01A	0 years, female, stage:Stage II, alive, 897 days	1661.7
TCGA-UF-A71B-01A	0 years, male, white, stage:Stage IVA, alive, 1506 days	1659.4
TCGA-CQ-7065-01A	0 years, male, asian, stage:Stage II, alive, 1628 days	1657.5
TCGA-BA-4078-01A	0 years, male, white, stage:'--, dead, 276 days	1654.0
TCGA-CR-6477-01A	0 years, female, white, stage:'--, alive, 514 days	1653.2
TCGA-CV-7238-01A	0 years, female, white, stage:Stage II, alive, 2727 days	1647.7
TCGA-CV-6955-01A	0 years, female, white, stage:Stage II, dead, 334 days	1645.3
TCGA-BA-6870-01A	0 years, female, black or african american, stage:'--, dead, 451 days	1637.2
TCGA-CN-6020-01A	0 years, male, black or african american, stage:Stage III, dead, 205 days	1631.5
TCGA-CQ-A4CH-01A	0 years, male, asian, stage:Stage II, dead, 379 days	1625.0
TCGA-CQ-5323-01A	0 years, male, white, stage:Stage I, alive, 1466 days	1618.3
TCGA-CN-A498-01A	0 years, female, white, stage:Stage III, dead, 773 days	1616.7
TCGA-CV-7248-01A	0 years, female, black or african american, stage:Stage IVA, dead, 521 days	1615.9
TCGA-CN-6013-01A	0 years, male, white, stage:Stage IVA, dead, 727 days	1612.3
TCGA-BB-4224-01A	0 years, male, white, stage:Stage IVA, alive, 278 days	1607.8
TCGA-P3-A6T3-01A	0 years, male, white, stage:Stage IVA, dead, 577 days	1604.8
TCGA-WA-A7H4-01A	0 years, male, white, stage:Stage II, alive, 443 days	1603.0
TCGA-CV-6961-01A	0 years, male, white, stage:Stage II, dead, 76 days	1601.0
TCGA-CV-5978-01A	0 years, female, black or african american, stage:Stage IVB, dead, 215 days	1597.8
TCGA-HD-8635-01A	0 years, female, white, stage:Stage III, alive, 695 days	1597.5
TCGA-CQ-5326-01A	0 years, male, white, stage:Stage IVA, dead, 89 days	1597.3
TCGA-CR-6470-01A	0 years, male, white, stage:Stage II, alive, 1521 days	1595.9
TCGA-CR-7398-01A	0 years, female, white, stage:Stage II, alive, 156 days	1587.1
TCGA-BB-8596-01A	0 years, female, white, stage:Stage IVA, alive, 2161 days	1584.5
TCGA-QK-A8Z7-01A	0 years, male, black or african american, stage:Stage IVA, alive, 392 days	1574.3
TCGA-CN-6996-01A	0 years, female, white, stage:Stage IVA, dead, 530 days	1573.0
TCGA-UF-A7J9-01A	0 years, male, white, stage:Stage IVA, alive, 1358 days	1572.8
TCGA-CR-6488-01A	0 years, female, white, stage:Stage II, alive, 379 days	1572.5
TCGA-CR-7365-01A	0 years, male, white, stage:Stage IVA, alive, 1191 days	1568.6
TCGA-CQ-6229-01A	0 years, male, white, stage:Stage II, alive, 1179 days	1563.0
TCGA-IQ-7632-01A	0 years, female, white, stage:Stage IVA, alive, 441 days	1557.6
TCGA-CR-7369-01A	0 years, male, white, stage:Stage IVA, dead, 1090 days	1543.9
TCGA-IQ-A6SH-01A	0 years, male, black or african american, stage:Stage III, alive, 471 days	1542.1
TCGA-CR-6484-01A	0 years, female, asian, stage:Stage IVA, alive, 354 days	1538.0
TCGA-CV-6433-01A	0 years, male, white, stage:Stage II, alive, 641 days	1537.4
TCGA-D6-8568-01A	0 years, male, white, stage:Stage II, alive, 759 days	1536.7
TCGA-F7-A622-01A	0 years, male, white, stage:Stage III, dead, 359 days	1535.8
TCGA-CV-5971-01A	0 years, male, white, stage:Stage IVA, alive, 701 days	1535.0
TCGA-CQ-6222-01A	0 years, male, white, stage:Stage IVA, alive, 2016 days	1534.7
TCGA-CV-6939-01A	0 years, male, white, stage:Stage IVA, dead, 666 days	1521.8
TCGA-CN-4738-01A	0 years, male, white, stage:Stage IVA, dead, 436 days	1520.4
TCGA-P3-A5QE-01A	0 years, male, white, stage:Stage III, alive, 1559 days	1519.6
TCGA-CQ-A4C9-01A	0 years, male, stage:Stage III, alive, 707 days	1511.5
TCGA-CV-6003-01A	0 years, female, white, stage:Stage III, alive, 1665 days	1510.3
TCGA-CV-7245-01A	0 years, male, white, stage:Stage IVA, alive, 797 days	1507.2
TCGA-CR-7379-01A	0 years, female, white, stage:Stage IVA, alive, 1036 days	1502.0
TCGA-CQ-A4C6-01A	0 years, male, asian, stage:Stage II, alive, 1353 days	1500.8
TCGA-D6-6826-01A	0 years, female, white, stage:Stage IVA, dead, 348 days	1500.7
TCGA-CV-6952-01A	0 years, female, white, stage:Stage IVA, dead, 185 days	1499.8
TCGA-CN-4734-01A	0 years, male, white, stage:Stage II, alive, 1690 days	1495.4
TCGA-CV-7255-01A	0 years, female, white, stage:Stage IVA, dead, 64 days	1494.5
TCGA-MT-A67D-01A	0 years, male, white, stage:Stage II, alive, 56 days	1487.7
TCGA-CV-6959-01A	0 years, male, white, stage:Stage III, dead, 256 days	1482.8
TCGA-CV-A6JY-01A	0 years, male, white, stage:Stage IVA, alive, 646 days	1481.6
TCGA-CN-5360-01A	0 years, male, white, stage:Stage IVA, alive, 2169 days	1479.3
TCGA-HD-7753-01A	0 years, male, black or african american, stage:Stage I, alive, 866 days	1458.3
TCGA-CR-5243-01A	0 years, male, white, stage:'--, alive, 2562 days	1446.1
TCGA-CR-7392-01A	0 years, female, white, stage:Stage IVA, alive, 1425 days	1445.0
TCGA-CR-7376-01A	0 years, male, white, stage:Stage III, alive, 972 days	1437.0
TCGA-QK-A8Z8-01A	0 years, female, black or african american, stage:Stage IVC, dead, 171 days	1433.4
TCGA-CX-7086-01A	0 years, male, black or african american, stage:Stage III, alive, 573 days	1424.0
TCGA-HD-8634-01A	0 years, female, white, stage:Stage I, dead, 385 days	1423.8
TCGA-CR-7372-01A	0 years, male, white, stage:Stage I, alive, 759 days	1423.4
TCGA-UF-A71D-01A	0 years, female, white, stage:Stage IVA, alive, 1461 days	1419.6
TCGA-CN-A6V6-01A	0 years, male, white, stage:Stage IVA, alive, 635 days	1414.4
TCGA-CV-5443-01A	0 years, male, black or african american, stage:Stage III, alive, 2784 days	1412.0
TCGA-F7-A50J-01A	0 years, female, white, stage:Stage III, alive, 947 days	1407.9
TCGA-CV-A45X-01A	0 years, male, white, stage:Stage IVA, dead, 198 days	1405.3
TCGA-BA-A4IF-01A	0 years, male, white, stage:'--, alive, 895 days	1359.3
TCGA-CV-5431-01A	0 years, male, white, stage:Stage IVA, dead, 522 days	1351.6
TCGA-CN-4742-01A	0 years, female, white, stage:Stage IVA, dead, 397 days	1344.9
TCGA-CN-A499-01A	0 years, female, white, stage:Stage II, alive, 717 days	1344.2
TCGA-CN-4739-01A	0 years, male, white, stage:Stage IVA, dead, 1394 days	1335.4
TCGA-P3-A6T0-01A	0 years, female, white, stage:Stage IVA, alive, 578 days	1328.5
TCGA-CV-6933-01A	0 years, male, white, stage:Stage III, dead, 2741 days	1322.1
TCGA-H7-A6C4-01A	0 years, female, white, stage:Stage IVA, dead, 414 days	1310.5
TCGA-CN-6992-01A	0 years, male, white, stage:Stage IVA, alive, 1066 days	1303.9
TCGA-BA-A6DI-01A	0 years, male, black or african american, stage:'--, dead, 336 days	1291.9
TCGA-CN-4737-01A	0 years, male, white, stage:Stage IVA, alive, 625 days	1285.6
TCGA-T2-A6X0-01A	0 years, male, white, stage:'--, alive, 216 days	1275.0
TCGA-CQ-6223-01A	0 years, male, white, stage:Stage II, alive, 1428 days	1272.6
TCGA-HD-8314-01A	0 years, male, white, stage:Stage III, alive, 670 days	1267.7
TCGA-IQ-A61J-01A	0 years, male, white, stage:Stage IVA, alive, 1021 days	1266.7
TCGA-DQ-5631-01A	0 years, male, white, stage:'--, dead, 548 days	1265.3
TCGA-HD-7229-01A	0 years, male, white, stage:Stage IVA, alive, 1027 days	1259.0
TCGA-CV-7446-01A	0 years, male, white, stage:Stage IVA, dead, 1093 days	1252.2
TCGA-CN-5358-01A	0 years, male, white, stage:Stage II, dead, 261 days	1236.3
TCGA-CQ-5325-01A	0 years, male, white, stage:Stage I, dead, 654 days	1233.0
TCGA-H7-7774-01A	0 years, female, white, stage:Stage IVA, alive, 407 days	1231.6
TCGA-CN-6017-01A	0 years, male, white, stage:Stage IVA, dead, 853 days	1225.4
TCGA-CV-7416-01A	0 years, female, white, stage:Stage IVA, dead, 763 days	1214.6
TCGA-CR-6480-01A	0 years, male, white, stage:'--, alive, 362 days	1205.5
TCGA-D6-6517-01A	0 years, male, white, stage:Stage III, alive, 292 days	1203.0
TCGA-UF-A7JC-01A	0 years, male, white, stage:Stage IVA, dead, 546 days	1195.9
TCGA-CN-6012-01A	0 years, male, white, stage:Stage IVA, alive, 1460 days	1186.0
TCGA-CR-7394-01A	0 years, male, white, stage:Stage IVA, alive, 1346 days	1170.0
TCGA-CR-7374-01A	0 years, female, white, stage:'--, alive, 30 days	1164.2
TCGA-BA-5555-01A	0 years, male, black or african american, stage:Stage IVA, alive, 520 days	1163.8
TCGA-IQ-A6SG-01A	0 years, female, white, stage:Stage III, alive, 579 days	1153.0
TCGA-CV-5970-01A	0 years, male, white, stage:Stage IVA, dead, 406 days	1148.7
TCGA-HD-8224-01A	0 years, male, white, stage:Stage IVA, dead, 446 days	1138.9
TCGA-QK-A652-01A	0 years, male, white, stage:Stage III, alive, 645 days	1137.0
TCGA-CR-7402-01A	0 years, male, white, stage:'--, alive, 911 days	1133.7
TCGA-CV-7430-01A	0 years, male, white, stage:Stage IVA, dead, 495 days	1096.0
TCGA-CV-6960-01A	0 years, male, black or african american, stage:Stage III, dead, 862 days	1094.3
TCGA-CV-7423-01A	0 years, male, white, stage:Stage II, dead, 3059 days	1088.9
TCGA-CX-7085-01A	0 years, female, white, stage:Stage I, alive, 321 days	1088.5
TCGA-HD-7754-01A	0 years, male, white, stage:Stage IVA, alive, 783 days	1079.4
TCGA-CN-5373-01A	0 years, female, white, stage:Stage I, alive, 1584 days	1038.8
TCGA-D6-A6EO-01A	0 years, male, white, stage:Stage IVA, alive, 759 days	1035.8
TCGA-CR-7390-01A	0 years, male, white, stage:Stage IVA, alive, 1508 days	1033.5
TCGA-CQ-7071-01A	0 years, female, white, stage:Stage III, alive, 1311 days	1015.4
TCGA-C9-A47Z-01A	0 years, female, asian, stage:Stage III, dead, 191 days	1014.6
TCGA-D6-8569-01A	0 years, male, white, stage:Stage II, alive, 770 days	995.2
TCGA-MT-A51X-01A	0 years, male, white, stage:Stage IVA, alive, 242 days	990.7
TCGA-CV-A45O-01A	0 years, male, white, stage:'--, alive, 851 days	984.8
TCGA-CV-A465-01A	0 years, male, white, stage:Stage III, dead, 215 days	984.1
TCGA-CN-6997-01A	0 years, male, white, stage:Stage IVA, dead, 988 days	973.3
TCGA-CN-4733-01A	0 years, male, white, stage:Stage III, alive, 1586 days	940.8
TCGA-CQ-7069-01A	0 years, female, white, stage:Stage II, alive, 1274 days	937.7
TCGA-IQ-A61H-01A	0 years, male, white, stage:Stage II, alive, 1138 days	934.3
TCGA-CQ-6220-01A	0 years, male, white, stage:Stage III, dead, 985 days	867.8
TCGA-CN-4725-01A	0 years, male, white, stage:Stage II, alive, 1157 days	819.4
TCGA-CN-4741-01A	0 years, male, white, stage:Stage IVA, alive, 2239 days	792.5
TCGA-CR-7368-01A	0 years, male, white, stage:Stage IVA, alive, 1245 days	777.4
TCGA-UF-A719-01A	0 years, male, stage:Stage II, alive, 1663 days	716.8
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HEAD AND NECK SQUAMOUS CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

183

Samples

Sample ID	Sample type	nRPX
CPT0245600003	Tumor	0.6
CPT0246670003	Tumor	0.5
CPT0244940004	Tumor	0.5
CPT0226340003	Tumor	0.5
CPT0256560003	Tumor	0.5
CPT0237130004	Tumor	0.4
C3N-00295-05	Normal	0.4
CPT0226350003	Normal	0.3
CPT0011130005	Tumor	0.3
CPT0008520008	Tumor	0.3
CPT0245300003	Tumor	0.3
CPT0246540003	Tumor	0.3
CPT0162940003	Tumor	0.3
CPT0235910003	Tumor	0.3
CPT0013130003	Tumor	0.3
CPT0245450003	Tumor	0.3
CPT0008960003	Normal	0.3
CPT0169740004	Normal	0.3
CPT0245400003	Tumor	0.3
CPT0261520003	Tumor	0.3
CPT0223970003	Tumor	0.2
CPT0094580003	Normal	0.2
CPT0245180003	Tumor	0.2
CPT0235460003	Tumor	0.2
CPT0245630003	Tumor	0.2
CPT0094350004	Tumor	0.2
CPT0223450003	Tumor	0.2
CPT0248330003	Tumor	0.2
CPT0176770003	Tumor	0.2
CPT0163790003	Tumor	0.2
CPT0088410003	Tumor	0.2
CPT0241980004	Tumor	0.2
CPT0245060004	Tumor	0.2
CPT0250310003	Tumor	0.2
CPT0011290003	Tumor	0.2
CPT0245010003	Tumor	0.2
CPT0194420003	Tumor	0.2
CPT0226390003	Tumor	0.2
CPT0248350003	Normal	0.2
CPT0194960003	Tumor	0.2
CPT0184530003	Tumor	0.1
CPT0163600003	Tumor	0.1
CPT0163860003	Normal	0.1
CPT0013000004	Tumor	0.1
CPT0199700003	Tumor	0.1
CPT0245730003	Tumor	0.1
CPT0248520003	Tumor	0.1
CPT0245560003	Normal	0.1
CPT0163020003	Normal	0.1
CPT0199890003	Normal	0.1
CPT0226130003	Tumor	0.1
CPT0008630003	Tumor	0.1
CPT0196060003	Normal	0.1
CPT0245500003	Tumor	0.1
CPT0013460003	Normal	0.1
CPT0237480004	Tumor	0.1
CPT0245020003	Normal	0.1
CPT0207870004	Tumor	0.1
CPT0094420004	Tumor	0.1
C3N-04279-05	Normal	0.1
CPT0226440003	Tumor	0.1
CPT0226450003	Normal	0.1
CPT0163650003	Tumor	0.1
CPT0244890004	Tumor	0.1
CPT0226250004	Tumor	0.1
CPT0199710003	Normal	0.1
CPT0088060004	Tumor	0.1
CPT0123180003	Tumor	0.1
CPT0199820003	Tumor	0.1
CPT0163720003	Normal	0.1
CPT0243140004	Normal	0.1
CPT0222360003	Tumor	0.1
CPT0236640003	Normal	0.1
CPT0094560004	Tumor	0.1
CPT0177710003	Tumor	0.1
CPT0127050003	Tumor	0.0
CPT0237500003	Normal	0.0
CPT0163610003	Normal	0.0
CPT0246590003	Tumor	0.0
CPT0245460003	Normal	0.0
C3N-01620-05	Normal	0.0
CPT0201830004	Tumor	0.0
CPT0163480003	Tumor	0.0
CPT0094280004	Tumor	0.0
CPT0087990003	Tumor	0.0
CPT0199880003	Tumor	0.0
CPT0169730003	Tumor	0.0
CPT0177200003	Tumor	0.0
CPT0163160003	Tumor	0.0
CPT0163090003	Tumor	0.0
CPT0236850004	Tumor	0.0
CPT0246620003	Tumor	0.0
CPT0190850003	Tumor	0.0
CPT0194250003	Tumor	0.0
CPT0236620003	Tumor	0.0
CPT0163410003	Tumor	0.0
CPT0123260003	Tumor	0.0
CPT0095040003	Tumor	0.0
CPT0169890003	Tumor	0.0
C3N-01859-04	Normal	0.0
CPT0163430003	Normal	0.0
CPT0163490003	Normal	-0.1
CPT0163840003	Tumor	-0.1
CPT0024810003	Tumor	-0.1
CPT0223460003	Normal	-0.1
CPT0196210003	Tumor	-0.1
CPT0177220003	Normal	-0.1
CPT0163740003	Tumor	-0.1
CPT0245410003	Normal	-0.1
CPT0169640003	Tumor	-0.1
C3N-04276-06	Normal	-0.1
CPT0084630009	Tumor	-0.1
CPT0008930003	Tumor	-0.1
CPT0163240003	Tumor	-0.1
CPT0094490004	Tumor	-0.1
CPT0194790003	Tumor	-0.1
CPT0281470002	Normal	-0.1
CPT0243090003	Tumor	-0.1
C3N-04275-05	Normal	-0.1
C3N-02693-06	Normal	-0.1
CPT0196040003	Tumor	-0.1
CPT0163910003	Tumor	-0.2
CPT0226090003	Normal	-0.2
CPT0222180003	Tumor	-0.2
CPT0245680003	Tumor	-0.2
CPT0226030003	Tumor	-0.2
CPT0220610003	Tumor	-0.2
CPT0245550003	Tumor	-0.2
CPT0194800003	Normal	-0.2
CPT0195860003	Tumor	-0.2
CPT0195700003	Normal	-0.2
CPT0013430003	Tumor	-0.2
CPT0236870003	Normal	-0.2
CPT0011320003	Normal	-0.2
CPT0226400003	Normal	-0.2
CPT0163170003	Normal	-0.2
CPT0163340003	Tumor	-0.2
CPT0177010003	Tumor	-0.2
CPT0194260003	Normal	-0.3
CPT0235920003	Normal	-0.3
CPT0237640003	Normal	-0.3
CPT0201860004	Normal	-0.3
CPT0177390003	Tumor	-0.3
CPT0222200003	Normal	-0.3
CPT0237150003	Normal	-0.3
CPT0163250003	Normal	-0.3
CPT0235470002	Normal	-0.3
CPT0199830003	Normal	-0.3
CPT0088010003	Normal	-0.3
CPT0245230004	Tumor	-0.3
CPT0245190003	Normal	-0.3
CPT0123190003	Normal	-0.3
C3N-01758-04	Normal	-0.3
CPT0162990004	Tumor	-0.4
CPT0195880003	Normal	-0.4
CPT0169920003	Normal	-0.4
CPT0013210004	Tumor	-0.4
CPT0237620004	Tumor	-0.4
CPT0242000004	Normal	-0.4
CPT0163800003	Normal	-0.4
CPT0123280003	Normal	-0.4
CPT0163530003	Tumor	-0.5
C3N-00857-05	Normal	-0.5
CPT0195680003	Tumor	-0.5
CPT0245140003	Normal	-0.5
CPT0226270003	Normal	-0.5
CPT0088080003	Normal	-0.5
CPT0088430003	Normal	-0.6
CPT0278700002	Normal	-0.7
CPT0190860003	Normal	-0.7
CPT0013250003	Normal	-0.7
CPT0220620003	Normal	-0.8
CPT0245130003	Tumor	-0.8
CPT0087820003	Tumor	-0.9
CPT0162890003	Tumor	-0.9
CPT0084650004	Normal	-0.9
CPT0229220002	Normal	-1.2
CPT0245350003	Tumor	-1.3
CPT0013030003	Normal	-1.4
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 HPA050459
Staining
High
Medium
Low
Not detected
Intensity
Strong
Moderate
Weak
Negative
Quantity
>75%
75%-25%
<25%
None
Location
Nuclear
Cytoplasmic/membranous
Cytoplasmic/membranous,nuclear
None
Squamous cell carcinoma, NOS
Adenocarcinoma, NOS Adenocarcinoma, metastatic, NOS