Expression of RPS12 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

RPS12 is not prognostic in Head and Neck Squamous Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 1988.88

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

2635.6

Number of samples

492

Samples

Sample	Description	TPM
TCGA-D6-A6EP-01A	0 years, male, white, stage:Stage III, alive, 424 days	8862.5
TCGA-BA-4076-01A	0 years, male, white, stage:'--, dead, 415 days	8690.9
TCGA-CV-5441-01A	0 years, male, white, stage:Stage IVA, alive, 2886 days	8145.3
TCGA-BA-7269-01A	0 years, male, white, stage:Stage III, alive, 1273 days	6441.4
TCGA-BB-A5HY-01A	0 years, male, white, stage:Stage IVA, dead, 321 days	6329.2
TCGA-BA-4074-01A	0 years, male, white, stage:Stage IVA, dead, 462 days	6072.3
TCGA-CV-A6K1-01A	0 years, male, white, stage:Stage IVA, alive, 685 days	5976.0
TCGA-D6-A6EQ-01A	0 years, male, white, stage:Stage IVA, alive, 368 days	5859.0
TCGA-D6-A6EN-01A	0 years, male, white, stage:Stage III, alive, 687 days	5858.3
TCGA-CV-5442-01A	0 years, female, white, stage:Stage IVA, alive, 2327 days	5803.0
TCGA-QK-A6II-01A	0 years, male, white, stage:Stage IVA, dead, 284 days	5688.6
TCGA-HD-A634-01A	0 years, male, white, stage:Stage IVA, dead, 130 days	5596.5
TCGA-D6-6827-01A	0 years, female, white, stage:Stage I, alive, 568 days	5591.5
TCGA-TN-A7HL-01A	0 years, male, white, stage:Stage IVA, alive, 619 days	5589.9
TCGA-CN-4730-01A	0 years, male, white, stage:Stage IVA, alive, 817 days	5447.3
TCGA-CN-5374-01A	0 years, female, white, stage:Stage IVA, dead, 1732 days	5348.9
TCGA-CV-6962-01A	0 years, male, white, stage:Stage IVA, dead, 126 days	5332.4
TCGA-MT-A7BN-01A	0 years, male, white, stage:Stage IVA, alive, 469 days	5263.1
TCGA-UF-A7JS-01A	0 years, male, white, stage:Stage IVA, dead, 680 days	5239.3
TCGA-CN-A642-01A	0 years, male, white, stage:Stage IVB, dead, 82 days	5234.7
TCGA-P3-A5Q6-01A	0 years, male, white, stage:Stage IVA, dead, 480 days	5120.8
TCGA-HD-A6I0-01A	0 years, male, white, stage:Stage IVA, alive, 210 days	5020.3
TCGA-CV-6948-01A	0 years, female, white, stage:Stage IVB, dead, 1289 days	4972.5
TCGA-D6-A6EM-01A	0 years, female, white, stage:Stage III, alive, 232 days	4939.2
TCGA-BA-6871-01A	0 years, male, white, stage:'--, dead, 108 days	4886.1
TCGA-CV-7440-01A	0 years, male, white, stage:Stage II, dead, 675 days	4818.3
TCGA-KU-A66S-01A	0 years, female, white, stage:Stage III, dead, 406 days	4799.1
TCGA-CV-A6JM-01A	0 years, male, white, stage:'--, dead, 194 days	4767.5
TCGA-CQ-6228-01A	0 years, female, white, stage:Stage IVA, dead, 456 days	4666.9
TCGA-BA-A6D8-01A	0 years, male, black or african american, stage:Stage IVA, alive, 850 days	4637.7
TCGA-CN-A63V-01A	0 years, male, white, stage:Stage IVA, alive, 679 days	4566.8
TCGA-CQ-6225-01A	0 years, male, white, stage:Stage III, dead, 403 days	4494.9
TCGA-D6-A6ES-01A	0 years, male, white, stage:Stage IVA, alive, 389 days	4478.3
TCGA-CV-A45Q-01A	0 years, female, white, stage:'--, dead, 5152 days	4469.2
TCGA-CN-5363-01A	0 years, male, black or african american, stage:Stage IVB, dead, 253 days	4414.9
TCGA-QK-A8Z7-01A	0 years, male, black or african american, stage:Stage IVA, alive, 392 days	4326.8
TCGA-F7-A61V-01A	0 years, male, white, stage:Stage II, alive, 759 days	4296.3
TCGA-BB-4228-01A	0 years, male, white, stage:Stage III, alive, 559 days	4293.0
TCGA-BB-4227-01A	0 years, male, white, stage:Stage IVA, alive, 134 days	4288.5
TCGA-QK-AA3K-01A	0 years, male, black or african american, stage:Stage IVA, alive, 253 days	4288.1
TCGA-D6-A6EK-01A	0 years, male, white, stage:Stage III, alive, 875 days	4288.1
TCGA-F7-A624-01A	0 years, male, white, stage:Stage II, alive, 378 days	4274.6
TCGA-CV-7418-01A	0 years, male, black or african american, stage:Stage IVA, dead, 789 days	4266.1
TCGA-MT-A67F-01A	0 years, female, white, stage:Stage IVA, alive, 384 days	4265.4
TCGA-BB-8601-01A	0 years, male, black or african american, stage:Stage III, alive, 624 days	4255.4
TCGA-BB-4223-01A	0 years, male, white, stage:Stage IVA, alive, 3221 days	4205.3
TCGA-CQ-A4CI-01A	0 years, male, white, stage:Stage III, alive, 950 days	4045.9
TCGA-CN-A49A-01A	0 years, male, white, stage:Stage IVB, dead, 526 days	4040.4
TCGA-CV-A6JU-01A	0 years, female, white, stage:Stage IVB, alive, 110 days	4027.0
TCGA-MZ-A7D7-01A	0 years, male, white, stage:Stage IVA, alive, 547 days	4020.6
TCGA-CV-A6JD-01A	0 years, female, white, stage:'--, dead, 182 days	4017.5
TCGA-UF-A71D-01A	0 years, female, white, stage:Stage IVA, alive, 1461 days	4012.1
TCGA-P3-A5Q5-01A	0 years, male, white, stage:Stage IVA, alive, 910 days	3940.8
TCGA-BB-A5HZ-01A	0 years, male, white, stage:Stage IVA, alive, 827 days	3936.6
TCGA-CV-7432-01A	0 years, male, white, stage:Stage II, dead, 2570 days	3920.3
TCGA-CQ-5327-01A	0 years, female, asian, stage:Stage IVA, alive, 1660 days	3854.9
TCGA-HD-7229-01A	0 years, male, white, stage:Stage IVA, alive, 1027 days	3853.4
TCGA-CV-7434-01A	0 years, male, white, stage:Stage IVA, dead, 218 days	3841.9
TCGA-CV-7102-01A	0 years, female, white, stage:Stage IVA, dead, 56 days	3810.6
TCGA-CN-6011-01A	0 years, male, white, stage:Stage IVA, alive, 933 days	3793.2
TCGA-BA-A4IH-01A	0 years, male, white, stage:'--, alive, 622 days	3768.4
TCGA-BB-A6UO-01A	0 years, female, white, stage:Stage IVA, dead, 268 days	3743.2
TCGA-BA-A6DB-01A	0 years, female, white, stage:Stage I, alive, 216 days	3704.9
TCGA-BA-6869-01A	0 years, male, white, stage:Stage III, alive, 644 days	3694.5
TCGA-CN-4735-01A	0 years, male, white, stage:Stage IVA, alive, 1737 days	3667.6
TCGA-P3-A6SX-01A	0 years, male, white, stage:Stage III, dead, 1430 days	3657.9
TCGA-QK-A6IG-01A	0 years, male, white, stage:Stage III, dead, 222 days	3651.9
TCGA-CV-5435-01A	0 years, male, white, stage:Stage IVA, dead, 2319 days	3645.8
TCGA-UF-A71A-01A	0 years, male, white, stage:Stage IVA, dead, 86 days	3621.5
TCGA-D6-A74Q-01A	0 years, male, white, stage:Stage IVA, alive, 710 days	3618.0
TCGA-F7-A50I-01A	0 years, male, white, stage:Stage IVA, alive, 92 days	3613.7
TCGA-CV-A6K2-01A	0 years, male, white, stage:Stage IVA, dead, 317 days	3610.1
TCGA-DQ-5625-01A	0 years, female, white, stage:'--, dead, 1133 days	3607.1
TCGA-QK-A6IF-01A	0 years, male, white, stage:'--, alive, 704 days	3598.4
TCGA-CR-6493-01A	0 years, male, black or african american, stage:Stage IVA, dead, 282 days	3595.8
TCGA-T2-A6X2-01A	0 years, male, white, stage:Stage III, alive, 987 days	3574.3
TCGA-F7-A61W-01A	0 years, male, asian, stage:Stage IVA, alive, 14 days	3551.2
TCGA-F7-8298-01A	0 years, male, white, stage:Stage I, alive, 995 days	3537.4
TCGA-CQ-5332-01A	0 years, male, white, stage:Stage III, dead, 317 days	3530.5
TCGA-CR-6472-01A	0 years, male, white, stage:'--, alive, 1050 days	3530.2
TCGA-CQ-A4CD-01A	0 years, male, white, stage:Stage IVA, alive, 1022 days	3516.6
TCGA-CN-4722-01A	0 years, female, white, stage:Stage II, alive, 1483 days	3509.7
TCGA-P3-A6T2-01A	0 years, male, white, stage:Stage IVA, alive, 2298 days	3506.2
TCGA-BA-4075-01A	0 years, male, black or african american, stage:Stage III, dead, 283 days	3503.2
TCGA-H7-8501-01A	0 years, male, white, stage:Stage IVA, alive, 461 days	3493.6
TCGA-CV-7425-01A	0 years, female, white, stage:Stage III, dead, 1718 days	3482.5
TCGA-CV-6935-01A	0 years, male, white, stage:Stage IVA, dead, 295 days	3458.9
TCGA-CV-5430-01A	0 years, male, white, stage:Stage IVA, alive, 4241 days	3446.8
TCGA-CN-4723-01A	0 years, male, white, stage:Stage IVA, alive, 1699 days	3376.3
TCGA-T3-A92N-01A	0 years, male, black or african american, stage:Stage IVA, dead, 95 days	3372.6
TCGA-HD-A4C1-01A	0 years, female, black or african american, stage:Stage IVA, alive, 11 days	3357.7
TCGA-CN-5364-01A	0 years, male, white, stage:Stage IVA, dead, 493 days	3335.3
TCGA-CV-7235-01A	0 years, male, white, stage:Stage II, alive, 2347 days	3324.1
TCGA-CV-7429-01A	0 years, male, white, stage:Stage IVA, dead, 107 days	3288.2
TCGA-CR-7385-01A	0 years, male, white, stage:'--, alive, 997 days	3276.6
TCGA-CN-6023-01A	0 years, male, white, stage:Stage IVA, alive, 1584 days	3275.1
TCGA-BA-4078-01A	0 years, male, white, stage:'--, dead, 276 days	3270.8
TCGA-BA-5151-01A	0 years, male, white, stage:Stage IVA, alive, 722 days	3256.3
TCGA-MZ-A6I9-01A	0 years, male, white, stage:'--, dead, 489 days	3230.3
TCGA-CV-7261-01A	0 years, male, white, stage:Stage IVA, alive, 1512 days	3226.6
TCGA-UF-A7JT-01A	0 years, female, white, stage:Stage IVA, dead, 993 days	3221.3
TCGA-CV-6959-01A	0 years, male, white, stage:Stage III, dead, 256 days	3202.8
TCGA-CV-7097-01A	0 years, male, white, stage:Stage II, dead, 385 days	3195.7
TCGA-CV-6441-01A	0 years, male, white, stage:Stage III, dead, 292 days	3189.9
TCGA-CX-A4AQ-01A	0 years, male, white, stage:Stage IVA, alive, 1555 days	3187.1
TCGA-CN-5356-01A	0 years, male, white, stage:Stage III, alive, 1409 days	3185.2
TCGA-CV-7100-01A	0 years, male, white, stage:Stage III, dead, 274 days	3180.7
TCGA-CN-A497-01A	0 years, male, stage:Stage III, alive, 1065 days	3179.6
TCGA-F7-A620-01A	0 years, male, white, stage:Stage III, alive, 543 days	3177.7
TCGA-CN-6019-01A	0 years, male, white, stage:Stage IVA, alive, 1038 days	3173.0
TCGA-CV-7428-01A	0 years, male, white, stage:Stage IVA, dead, 1671 days	3165.6
TCGA-CN-6022-01A	0 years, male, white, stage:Stage IVA, dead, 281 days	3165.5
TCGA-IQ-A61E-01A	0 years, female, white, stage:Stage III, alive, 1147 days	3163.2
TCGA-CQ-6227-01A	0 years, male, white, stage:Stage IVA, dead, 129 days	3153.1
TCGA-BA-A6DL-01A	0 years, male, white, stage:'--, alive, 623 days	3147.7
TCGA-CQ-5334-01A	0 years, male, white, stage:Stage IVA, dead, 129 days	3142.8
TCGA-CR-6481-01A	0 years, male, white, stage:'--, alive, 311 days	3135.1
TCGA-IQ-A61G-01A	0 years, male, white, stage:Stage IVA, alive, 360 days	3116.8
TCGA-CN-5367-01A	0 years, female, white, stage:Stage IVA, dead, 352 days	3111.9
TCGA-CR-6487-01A	0 years, male, white, stage:Stage I, alive, 234 days	3109.7
TCGA-BA-A6DD-01A	0 years, male, black or african american, stage:Stage IVA, dead, 173 days	3105.9
TCGA-CN-4731-01A	0 years, female, white, stage:Stage IVA, dead, 998 days	3080.3
TCGA-BB-A5HU-01A	0 years, male, white, stage:Stage IVA, alive, 782 days	3076.2
TCGA-BA-A4II-01A	0 years, male, white, stage:Stage II, alive, 918 days	3069.9
TCGA-C9-A480-01A	0 years, female, asian, stage:Stage III, alive, 386 days	3060.4
TCGA-CN-6016-01A	0 years, male, white, stage:Stage IVA, alive, 1443 days	3054.7
TCGA-CV-A6JN-01A	0 years, male, white, stage:'--, alive, 906 days	3053.4
TCGA-CQ-6224-01A	0 years, male, white, stage:Stage IVA, alive, 1721 days	3047.1
TCGA-CV-7099-01A	0 years, female, white, stage:Stage II, dead, 243 days	3045.5
TCGA-4P-AA8J-01A	0 years, male, black or african american, stage:Stage IVA, alive, 102 days	3041.9
TCGA-CN-6992-01A	0 years, male, white, stage:Stage IVA, alive, 1066 days	3012.1
TCGA-DQ-5629-01A	0 years, male, white, stage:'--, dead, 941 days	3007.0
TCGA-BA-A6DJ-01A	0 years, male, asian, stage:Stage IVA, dead, 407 days	3000.0
TCGA-T2-A6WZ-01A	0 years, male, white, stage:'--, dead, 484 days	2998.2
TCGA-UF-A7JD-01A	0 years, male, stage:Stage IVA, dead, 739 days	2995.2
TCGA-CN-A6UY-01A	0 years, male, white, stage:Stage IVA, alive, 713 days	2988.8
TCGA-CR-7399-01A	0 years, female, white, stage:Stage IVA, alive, 181 days	2988.4
TCGA-CQ-7068-01A	0 years, female, white, stage:Stage II, alive, 1309 days	2984.4
TCGA-IQ-A6SH-01A	0 years, male, black or african american, stage:Stage III, alive, 471 days	2969.9
TCGA-BB-4217-01A	0 years, male, black or african american, stage:Stage IVA, alive, 187 days	2967.6
TCGA-CR-7364-01A	0 years, male, white, stage:Stage III, alive, 1435 days	2953.9
TCGA-CV-7254-01A	0 years, male, white, stage:Stage II, dead, 1459 days	2938.5
TCGA-CV-A6JE-01A	0 years, male, white, stage:'--, alive, 1075 days	2934.4
TCGA-CQ-7072-01A	0 years, male, white, stage:Stage II, alive, 2359 days	2932.4
TCGA-CQ-5324-01A	0 years, male, white, stage:Stage III, alive, 1593 days	2919.1
TCGA-CV-6951-01A	0 years, male, white, stage:Stage IVA, dead, 915 days	2914.6
TCGA-QK-A6IH-01A	0 years, female, white, stage:Stage IVB, alive, 653 days	2908.2
TCGA-BA-A6DA-01A	0 years, female, white, stage:Stage IVA, alive, 351 days	2904.6
TCGA-CV-5976-01A	0 years, male, white, stage:Stage IVA, alive, 1478 days	2892.1
TCGA-CR-7383-01A	0 years, female, white, stage:Stage I, dead, 521 days	2888.6
TCGA-CN-4727-01A	0 years, male, white, stage:Stage IVA, alive, 1560 days	2886.5
TCGA-CV-7430-01A	0 years, male, white, stage:Stage IVA, dead, 495 days	2883.4
TCGA-QK-AA3J-01A	0 years, male, black or african american, stage:Stage I, alive, 466 days	2880.9
TCGA-CN-4729-01A	0 years, male, white, stage:Stage III, alive, 392 days	2872.0
TCGA-KU-A6H8-01A	0 years, male, white, stage:Stage IVA, dead, 327 days	2861.3
TCGA-CN-A63W-01A	0 years, female, white, stage:Stage IVA, dead, 377 days	2853.0
TCGA-CV-5439-01A	0 years, male, white, stage:Stage IVA, dead, 546 days	2845.3
TCGA-CV-A463-01A	0 years, female, white, stage:Stage IVA, dead, 23 days	2837.0
TCGA-CV-5966-01A	0 years, female, white, stage:Stage IVA, dead, 545 days	2831.2
TCGA-D6-A6EO-01A	0 years, male, white, stage:Stage IVA, alive, 759 days	2829.2
TCGA-CQ-6219-01A	0 years, female, white, stage:Stage IVA, dead, 479 days	2797.9
TCGA-WA-A7H4-01A	0 years, male, white, stage:Stage II, alive, 443 days	2784.5
TCGA-D6-6517-01A	0 years, male, white, stage:Stage III, alive, 292 days	2780.5
TCGA-UF-A7JA-01A	0 years, female, white, stage:Stage IVA, alive, 2265 days	2774.6
TCGA-CV-A45Z-01A	0 years, male, white, stage:'--, dead, 1466 days	2771.7
TCGA-DQ-5630-01A	0 years, male, white, stage:'--, alive, 1030 days	2761.1
TCGA-CN-5370-01A	0 years, male, white, stage:Stage III, dead, 259 days	2759.4
TCGA-QK-A64Z-01A	0 years, female, white, stage:Stage IVA, dead, 641 days	2758.0
TCGA-P3-A6T4-01A	0 years, male, white, stage:Stage IVA, dead, 62 days	2757.1
TCGA-CV-7438-01A	0 years, female, white, stage:Stage I, dead, 194 days	2755.6
TCGA-CQ-6221-01A	0 years, male, white, stage:'--, alive, 1000 days	2747.1
TCGA-F7-A622-01A	0 years, male, white, stage:Stage III, dead, 359 days	2739.4
TCGA-CV-7255-01A	0 years, female, white, stage:Stage IVA, dead, 64 days	2738.3
TCGA-HD-7831-01A	0 years, male, white, stage:Stage IVA, alive, 667 days	2737.5
TCGA-QK-A6VB-01A	0 years, male, white, stage:Stage IVA, alive, 641 days	2734.1
TCGA-MZ-A5BI-01A	0 years, male, white, stage:'--, dead, 217 days	2731.1
TCGA-CV-7427-01A	0 years, female, white, stage:Stage II, dead, 4760 days	2730.6
TCGA-D6-6824-01A	0 years, male, white, stage:Stage IVA, alive, 77 days	2725.3
TCGA-CV-5432-01A	0 years, male, white, stage:Stage III, alive, 3930 days	2715.8
TCGA-CV-5440-01A	0 years, male, white, stage:Stage IVA, alive, 3270 days	2714.6
TCGA-CV-7180-01A	0 years, male, white, stage:Stage II, dead, 327 days	2714.0
TCGA-P3-A6T8-01A	0 years, male, white, stage:Stage IVA, alive, 400 days	2713.9
TCGA-CQ-A4CB-01A	0 years, male, stage:Stage III, alive, 893 days	2706.8
TCGA-TN-A7HI-01A	0 years, male, white, stage:Stage IVA, alive, 412 days	2703.2
TCGA-CV-7247-01A	0 years, male, white, stage:Stage III, dead, 577 days	2694.4
TCGA-CV-7410-01A	0 years, male, white, stage:Stage III, dead, 6417 days	2693.9
TCGA-CR-5247-01A	0 years, male, black or african american, stage:'--, alive, 358 days	2688.0
TCGA-KU-A6H7-01A	0 years, female, white, stage:Stage IVA, alive, 586 days	2688.0
TCGA-CQ-5330-01A	0 years, female, white, stage:Stage IVA, alive, 1897 days	2681.2
TCGA-CV-7406-01A	0 years, male, white, stage:Stage II, dead, 1748 days	2679.9
TCGA-CN-A63U-01A	0 years, male, white, stage:Stage IVA, alive, 964 days	2677.8
TCGA-CR-6492-01A	0 years, male, white, stage:Stage III, alive, 479 days	2676.8
TCGA-F7-A61S-01A	0 years, male, white, stage:Stage III, alive, 576 days	2661.3
TCGA-HD-8224-01A	0 years, male, white, stage:Stage IVA, dead, 446 days	2657.1
TCGA-CR-7393-01A	0 years, male, white, stage:Stage III, alive, 993 days	2637.0
TCGA-T2-A6WX-01A	0 years, female, white, stage:'--, dead, 209 days	2632.3
TCGA-CN-4726-01A	0 years, male, white, stage:Stage IVA, dead, 142 days	2627.6
TCGA-CN-4740-01A	0 years, female, white, stage:Stage IVA, dead, 839 days	2623.2
TCGA-CV-5977-01A	0 years, male, white, stage:Stage IVA, alive, 1840 days	2620.8
TCGA-CV-6936-01A	0 years, male, white, stage:Stage IVA, dead, 166 days	2614.6
TCGA-P3-A5QA-01A	0 years, male, stage:Stage I, alive, 2182 days	2608.1
TCGA-CV-7178-01A	0 years, female, white, stage:Stage IVA, dead, 2166 days	2598.9
TCGA-BA-6872-01A	0 years, male, white, stage:'--, dead, 384 days	2597.9
TCGA-CV-7421-01A	0 years, male, white, stage:Stage IVA, dead, 2 days	2594.2
TCGA-BA-A4IF-01A	0 years, male, white, stage:'--, alive, 895 days	2593.0
TCGA-CQ-6218-01A	0 years, female, white, stage:Stage IVA, alive, 1253 days	2578.2
TCGA-CR-7380-01A	0 years, male, white, stage:Stage IVB, dead, 606 days	2574.5
TCGA-CR-7398-01A	0 years, female, white, stage:Stage II, alive, 156 days	2571.9
TCGA-CV-5436-01A	0 years, male, stage:Stage IVA, dead, 584 days	2557.8
TCGA-CV-7413-01A	0 years, female, white, stage:Stage II, dead, 294 days	2542.0
TCGA-CV-6934-01A	0 years, female, white, stage:Stage IVA, dead, 65 days	2540.5
TCGA-BA-6870-01A	0 years, female, black or african american, stage:'--, dead, 451 days	2533.5
TCGA-CR-6471-01A	0 years, male, white, stage:Stage IVA, dead, 1202 days	2532.5
TCGA-KU-A66T-01A	0 years, female, white, stage:Stage IVA, alive, 552 days	2515.0
TCGA-CR-7374-01A	0 years, female, white, stage:'--, alive, 30 days	2513.6
TCGA-CR-7401-01A	0 years, male, white, stage:Stage I, alive, 1077 days	2511.4
TCGA-CQ-A4C9-01A	0 years, male, stage:Stage III, alive, 707 days	2511.2
TCGA-D6-6823-01A	0 years, male, white, stage:Stage II, alive, 701 days	2507.7
TCGA-CR-7373-01A	0 years, male, white, stage:Stage IVA, alive, 889 days	2507.3
TCGA-CR-7371-01A	0 years, female, white, stage:Stage III, dead, 94 days	2507.0
TCGA-CN-4734-01A	0 years, male, white, stage:Stage II, alive, 1690 days	2505.8
TCGA-HD-8635-01A	0 years, female, white, stage:Stage III, alive, 695 days	2505.2
TCGA-CV-A6JY-01A	0 years, male, white, stage:Stage IVA, alive, 646 days	2499.5
TCGA-UF-A7JO-01A	0 years, female, white, stage:Stage IVA, dead, 631 days	2494.6
TCGA-MT-A67D-01A	0 years, male, white, stage:Stage II, alive, 56 days	2476.2
TCGA-F7-7848-01A	0 years, male, white, stage:Stage IVA, alive, 1131 days	2469.5
TCGA-P3-A5QE-01A	0 years, male, white, stage:Stage III, alive, 1559 days	2458.2
TCGA-H7-A6C4-01A	0 years, female, white, stage:Stage IVA, dead, 414 days	2457.8
TCGA-CV-7183-01A	0 years, male, white, stage:Stage II, alive, 3981 days	2457.1
TCGA-CV-6961-01A	0 years, male, white, stage:Stage II, dead, 76 days	2457.0
TCGA-BA-6873-01A	0 years, male, white, stage:Stage IVA, alive, 122 days	2452.0
TCGA-UF-A7JV-01A	0 years, female, white, stage:Stage IVA, dead, 90 days	2451.5
TCGA-D6-A4Z9-01A	0 years, male, white, stage:Stage IVA, alive, 539 days	2447.4
TCGA-CQ-7063-01A	0 years, female, white, stage:Stage I, alive, 2133 days	2445.8
TCGA-HL-7533-01A	0 years, male, white, stage:'--, alive, 1057 days	2441.4
TCGA-CN-5361-01A	0 years, male, white, stage:Stage IVA, dead, 2120 days	2440.1
TCGA-D6-8568-01A	0 years, male, white, stage:Stage II, alive, 759 days	2439.9
TCGA-CV-A6JZ-01A	0 years, male, white, stage:Stage II, alive, 714 days	2432.9
TCGA-CN-A49C-01A	0 years, male, white, stage:'--, alive, 645 days	2431.5
TCGA-CN-5355-01A	0 years, male, black or african american, stage:Stage IVA, alive, 1278 days	2425.9
TCGA-UF-A71B-01A	0 years, male, white, stage:Stage IVA, alive, 1506 days	2424.2
TCGA-CV-5979-01A	0 years, male, white, stage:Stage IVA, alive, 1315 days	2421.2
TCGA-CV-6940-01A	0 years, female, white, stage:Stage III, dead, 804 days	2418.4
TCGA-CV-7422-01A	0 years, female, white, stage:Stage IVA, dead, 1037 days	2414.1
TCGA-BA-A6DE-01A	0 years, female, white, stage:Stage II, alive, 440 days	2413.9
TCGA-BA-5152-01A	0 years, male, white, stage:Stage IVA, alive, 1288 days	2405.4
TCGA-IQ-7630-01A	0 years, male, white, stage:Stage II, alive, 485 days	2399.8
TCGA-RS-A6TO-01A	0 years, female, white, stage:Stage IVA, dead, 387 days	2394.0
TCGA-BA-A6DG-01A	0 years, male, white, stage:'--, dead, 69 days	2388.5
TCGA-BB-A6UM-01A	0 years, male, white, stage:Stage III, alive, 393 days	2387.6
TCGA-CV-5431-01A	0 years, male, white, stage:Stage IVA, dead, 522 days	2386.9
TCGA-WA-A7GZ-01A	0 years, male, white, stage:'--, dead, 625 days	2385.6
TCGA-QK-A8Z8-01A	0 years, female, black or african american, stage:Stage IVC, dead, 171 days	2385.4
TCGA-CV-7437-01A	0 years, male, stage:Stage II, dead, 506 days	2384.9
TCGA-CV-7101-01A	0 years, male, white, stage:Stage II, dead, 160 days	2382.8
TCGA-UF-A71E-01A	0 years, male, white, stage:Stage IVA, dead, 1504 days	2381.7
TCGA-CV-7252-01A	0 years, female, black or african american, stage:Stage IVA, dead, 151 days	2372.7
TCGA-BA-A4IG-01A	0 years, male, white, stage:'--, alive, 855 days	2368.4
TCGA-CN-4739-01A	0 years, male, white, stage:Stage IVA, dead, 1394 days	2367.0
TCGA-CV-6938-01A	0 years, male, white, stage:Stage II, dead, 144 days	2364.6
TCGA-QK-A6VC-01A	0 years, female, black or african american, stage:Stage IVA, alive, 600 days	2359.7
TCGA-CR-6482-01A	0 years, male, black or african american, stage:'--, alive, 345 days	2353.6
TCGA-BA-A8YP-01A	0 years, male, black or african american, stage:Stage IVB, alive, 499 days	2347.9
TCGA-BA-5558-01A	0 years, male, white, stage:'--, alive, 1995 days	2334.5
TCGA-CR-7367-01A	0 years, male, white, stage:Stage IVA, alive, 1440 days	2333.6
TCGA-CR-7377-01A	0 years, male, white, stage:Stage IVA, dead, 279 days	2327.5
TCGA-CQ-A4CE-01A	0 years, female, stage:Stage II, alive, 897 days	2296.6
TCGA-CV-7177-01A	0 years, female, white, stage:Stage II, dead, 663 days	2296.2
TCGA-CR-7395-01A	0 years, female, white, stage:Stage II, alive, 930 days	2285.5
TCGA-H7-8502-01A	0 years, male, white, stage:Stage IVA, alive, 458 days	2284.3
TCGA-QK-A652-01A	0 years, male, white, stage:Stage III, alive, 645 days	2281.1
TCGA-P3-A5QF-01A	0 years, male, white, stage:Stage IVA, dead, 330 days	2273.4
TCGA-IQ-A61O-01A	0 years, male, white, stage:Stage IVA, dead, 421 days	2269.2
TCGA-CX-7082-01A	0 years, male, white, stage:Stage IVA, dead, 11 days	2267.7
TCGA-CR-5249-01A	0 years, female, white, stage:Stage II, alive, 1152 days	2267.7
TCGA-CN-A63T-01A	0 years, male, white, stage:Stage IVA, alive, 225 days	2262.1
TCGA-CV-7089-01A	0 years, male, white, stage:Stage IVA, dead, 1972 days	2261.9
TCGA-CQ-A4CH-01A	0 years, male, asian, stage:Stage II, dead, 379 days	2255.1
TCGA-CX-7219-01A	0 years, male, black or african american, stage:Stage IVA, alive, 1045 days	2253.1
TCGA-CV-7435-01A	0 years, female, white, stage:Stage IVA, dead, 4680 days	2250.8
TCGA-BA-5556-01A	0 years, female, white, stage:Stage II, alive, 725 days	2242.8
TCGA-CN-6995-01A	0 years, male, white, stage:Stage IVA, dead, 112 days	2240.4
TCGA-CV-7407-01A	0 years, female, white, stage:Stage II, dead, 1081 days	2223.0
TCGA-IQ-A61H-01A	0 years, male, white, stage:Stage II, alive, 1138 days	2217.6
TCGA-CV-A45X-01A	0 years, male, white, stage:Stage IVA, dead, 198 days	2216.7
TCGA-CN-4725-01A	0 years, male, white, stage:Stage II, alive, 1157 days	2214.6
TCGA-CN-6018-01A	0 years, female, white, stage:Stage IVA, dead, 580 days	2211.4
TCGA-QK-A8ZB-01A	0 years, male, black or african american, stage:Stage IVA, alive, 542 days	2203.6
TCGA-CN-A6V3-01A	0 years, male, white, stage:Stage IVA, alive, 742 days	2201.4
TCGA-CV-6939-01A	0 years, male, white, stage:Stage IVA, dead, 666 days	2199.0
TCGA-CQ-5326-01A	0 years, male, white, stage:Stage IVA, dead, 89 days	2197.5
TCGA-CR-7397-01A	0 years, male, white, stage:Stage IVA, alive, 754 days	2196.8
TCGA-HD-A633-01A	0 years, male, white, stage:Stage IVA, alive, 421 days	2194.2
TCGA-CV-6941-01A	0 years, male, white, stage:Stage III, dead, 342 days	2193.5
TCGA-CV-A468-01A	0 years, male, stage:Stage IVA, dead, 464 days	2192.3
TCGA-CV-A45Y-01A	0 years, male, american indian or alaska native, stage:Stage IVA, dead, 2703 days	2185.6
TCGA-CR-6478-01A	0 years, female, white, stage:'--, dead, 183 days	2183.9
TCGA-P3-A6T5-01A	0 years, female, white, stage:Stage IVA, dead, 882 days	2178.4
TCGA-TN-A7HJ-01A	0 years, male, white, stage:Stage IVA, alive, 403 days	2178.1
TCGA-MT-A51W-01A	0 years, female, white, stage:Stage I, alive, 437 days	2175.7
TCGA-CN-5369-01A	0 years, female, white, stage:Stage IVA, dead, 1 days	2173.7
TCGA-UF-A718-01A	0 years, male, white, stage:Stage IVA, alive, 1971 days	2171.0
TCGA-F7-8489-01A	0 years, male, white, stage:Stage II, alive, 658 days	2169.6
TCGA-CN-6989-01A	0 years, male, white, stage:Stage IVA, dead, 980 days	2165.6
TCGA-P3-A6T7-01A	0 years, male, white, stage:Stage IVA, dead, 487 days	2163.7
TCGA-CQ-7071-01A	0 years, female, white, stage:Stage III, alive, 1311 days	2162.9
TCGA-CR-7382-01A	0 years, male, white, stage:Stage IVA, alive, 796 days	2151.1
TCGA-CR-6470-01A	0 years, male, white, stage:Stage II, alive, 1521 days	2149.7
TCGA-CV-7263-01A	0 years, male, black or african american, stage:Stage II, dead, 560 days	2149.3
TCGA-CQ-5329-01A	0 years, female, white, stage:Stage II, alive, 2143 days	2145.5
TCGA-CN-6020-01A	0 years, male, black or african american, stage:Stage III, dead, 205 days	2141.5
TCGA-CV-5971-01A	0 years, male, white, stage:Stage IVA, alive, 701 days	2138.5
TCGA-CN-5360-01A	0 years, male, white, stage:Stage IVA, alive, 2169 days	2137.0
TCGA-CR-7391-01A	0 years, female, white, stage:Stage I, alive, 913 days	2135.8
TCGA-CN-A498-01A	0 years, female, white, stage:Stage III, dead, 773 days	2135.4
TCGA-P3-A6T3-01A	0 years, male, white, stage:Stage IVA, dead, 577 days	2129.3
TCGA-D6-6826-01A	0 years, female, white, stage:Stage IVA, dead, 348 days	2128.4
TCGA-CN-6997-01A	0 years, male, white, stage:Stage IVA, dead, 988 days	2127.0
TCGA-CV-A6JT-01A	0 years, male, white, stage:Stage II, alive, 852 days	2124.3
TCGA-CN-5365-01A	0 years, male, white, stage:Stage IVB, dead, 351 days	2118.1
TCGA-CN-5366-01A	0 years, male, white, stage:Stage IVA, dead, 360 days	2109.4
TCGA-CV-7411-01A	0 years, female, white, stage:Stage IVA, dead, 2717 days	2109.2
TCGA-CV-A45P-01A	0 years, female, white, stage:Stage I, alive, 639 days	2109.1
TCGA-QK-A8ZA-01A	0 years, male, black or african american, stage:'--, dead, 371 days	2106.2
TCGA-CV-A461-01A	0 years, male, white, stage:'--, dead, 2064 days	2100.8
TCGA-CV-A460-01A	0 years, male, white, stage:'--, dead, 1838 days	2097.5
TCGA-BB-8596-01A	0 years, female, white, stage:Stage IVA, alive, 2161 days	2087.7
TCGA-CN-6998-01A	0 years, male, white, stage:Stage IVA, dead, 357 days	2086.9
TCGA-CV-7245-01A	0 years, male, white, stage:Stage IVA, alive, 797 days	2084.9
TCGA-CN-A6V7-01A	0 years, male, white, stage:Stage IVA, alive, 594 days	2082.5
TCGA-CV-A465-01A	0 years, male, white, stage:Stage III, dead, 215 days	2080.9
TCGA-CV-7433-01A	0 years, male, white, stage:Stage IVA, dead, 601 days	2069.6
TCGA-UF-A7J9-01A	0 years, male, white, stage:Stage IVA, alive, 1358 days	2055.6
TCGA-D6-A4ZB-01A	0 years, male, white, stage:Stage III, alive, 376 days	2045.6
TCGA-CR-6473-01A	0 years, male, white, stage:'--, alive, 1125 days	2033.9
TCGA-CR-7390-01A	0 years, male, white, stage:Stage IVA, alive, 1508 days	2028.9
TCGA-MT-A67A-01A	0 years, female, white, stage:Stage I, alive, 914 days	2027.6
TCGA-CX-7086-01A	0 years, male, black or african american, stage:Stage III, alive, 573 days	2027.4
TCGA-F7-A50G-01A	0 years, male, white, stage:Stage III, alive, 616 days	2026.9
TCGA-CV-5978-01A	0 years, female, black or african american, stage:Stage IVB, dead, 215 days	2023.2
TCGA-CV-A464-01A	0 years, male, white, stage:Stage III, alive, 1722 days	2022.4
TCGA-CV-6953-01A	0 years, female, white, stage:Stage III, dead, 1641 days	2012.8
TCGA-CV-7446-01A	0 years, male, white, stage:Stage IVA, dead, 1093 days	2011.6
TCGA-CV-6955-01A	0 years, female, white, stage:Stage II, dead, 334 days	2008.2
TCGA-CV-7248-01A	0 years, female, black or african american, stage:Stage IVA, dead, 521 days	2007.0
TCGA-QK-A6IJ-01A	0 years, male, white, stage:Stage III, alive, 387 days	2000.5
TCGA-CV-6937-01A	0 years, male, white, stage:Stage II, dead, 624 days	2000.5
TCGA-D6-6515-01A	0 years, female, white, stage:Stage II, dead, 403 days	1998.2
TCGA-BB-4224-01A	0 years, male, white, stage:Stage IVA, alive, 278 days	1996.8
TCGA-BA-A6DI-01A	0 years, male, black or african american, stage:'--, dead, 336 days	1996.0
TCGA-CR-7388-01A	0 years, female, white, stage:'--, dead, 823 days	1995.7
TCGA-CV-6950-01A	0 years, male, white, stage:Stage IVA, dead, 459 days	1993.9
TCGA-CV-5434-01A	0 years, male, black or african american, stage:Stage IVA, dead, 3314 days	1992.2
TCGA-CV-7568-01A	0 years, female, white, stage:Stage IVA, dead, 927 days	1991.7
TCGA-CV-A45R-01A	0 years, male, white, stage:Stage III, alive, 5480 days	1986.1
TCGA-CQ-5333-01A	0 years, male, white, stage:Stage II, dead, 341 days	1981.9
TCGA-CN-5358-01A	0 years, male, white, stage:Stage II, dead, 261 days	1973.3
TCGA-D6-6825-01A	0 years, male, white, stage:Stage I, alive, 491 days	1968.9
TCGA-UF-A7JH-01A	0 years, male, black or african american, stage:Stage IVA, alive, 896 days	1968.1
TCGA-CV-A45T-01A	0 years, female, white, stage:'--, dead, 4856 days	1967.8
TCGA-BA-5557-01A	0 years, female, stage:Stage III, alive, 623 days	1952.7
TCGA-CN-4738-01A	0 years, male, white, stage:Stage IVA, dead, 436 days	1951.7
TCGA-UF-A719-01A	0 years, male, stage:Stage II, alive, 1663 days	1950.1
TCGA-CR-7379-01A	0 years, female, white, stage:Stage IVA, alive, 1036 days	1943.1
TCGA-CQ-A4C7-01A	0 years, male, white, stage:Stage III, dead, 353 days	1942.0
TCGA-CR-6484-01A	0 years, female, asian, stage:Stage IVA, alive, 354 days	1939.2
TCGA-CQ-6229-01A	0 years, male, white, stage:Stage II, alive, 1179 days	1935.5
TCGA-CN-A641-01A	0 years, male, white, stage:Stage IVA, alive, 367 days	1924.0
TCGA-UF-A7JC-01A	0 years, male, white, stage:Stage IVA, dead, 546 days	1917.1
TCGA-CV-6942-01A	0 years, female, white, stage:Stage II, alive, 4282 days	1913.5
TCGA-MT-A51X-01A	0 years, male, white, stage:Stage IVA, alive, 242 days	1913.1
TCGA-CQ-5331-01A	0 years, female, white, stage:'--, alive, 1399 days	1910.2
TCGA-CQ-7065-01A	0 years, male, asian, stage:Stage II, alive, 1628 days	1905.6
TCGA-CV-A45V-01A	0 years, female, white, stage:Stage IVA, dead, 32 days	1904.1
TCGA-DQ-7588-01A	0 years, male, white, stage:'--, dead, 427 days	1897.0
TCGA-CN-4728-01A	0 years, male, white, stage:Stage IVA, alive, 1724 days	1884.6
TCGA-CQ-5323-01A	0 years, male, white, stage:Stage I, alive, 1466 days	1884.4
TCGA-CV-5444-01A	0 years, male, black or african american, stage:Stage IVA, alive, 2437 days	1884.1
TCGA-CN-6012-01A	0 years, male, white, stage:Stage IVA, alive, 1460 days	1883.0
TCGA-CQ-6222-01A	0 years, male, white, stage:Stage IVA, alive, 2016 days	1882.7
TCGA-CR-6474-01A	0 years, male, white, stage:Stage IVA, dead, 564 days	1879.4
TCGA-CR-6467-01A	0 years, male, white, stage:Stage III, alive, 1777 days	1876.9
TCGA-CR-7365-01A	0 years, male, white, stage:Stage IVA, alive, 1191 days	1873.7
TCGA-IQ-7632-01A	0 years, female, white, stage:Stage IVA, alive, 441 days	1868.7
TCGA-CN-4737-01A	0 years, male, white, stage:Stage IVA, alive, 625 days	1861.0
TCGA-CN-6024-01A	0 years, male, white, stage:Stage IVA, dead, 337 days	1858.1
TCGA-CR-7386-01A	0 years, male, white, stage:Stage IVA, alive, 1430 days	1851.2
TCGA-CV-7236-01A	0 years, female, white, stage:Stage IVA, dead, 144 days	1847.4
TCGA-CN-5359-01A	0 years, male, white, stage:Stage IVA, dead, 377 days	1844.2
TCGA-T3-A92M-01A	0 years, male, black or african american, stage:Stage IVA, alive, 417 days	1838.8
TCGA-F7-A50J-01A	0 years, female, white, stage:Stage III, alive, 947 days	1833.0
TCGA-CR-7376-01A	0 years, male, white, stage:Stage III, alive, 972 days	1817.8
TCGA-HD-8634-01A	0 years, female, white, stage:Stage I, dead, 385 days	1814.5
TCGA-CV-6003-01A	0 years, female, white, stage:Stage III, alive, 1665 days	1801.3
TCGA-CQ-6220-01A	0 years, male, white, stage:Stage III, dead, 985 days	1793.9
TCGA-IQ-A61I-01A	0 years, male, black or african american, stage:Stage IVA, dead, 2 days	1790.5
TCGA-IQ-A61J-01A	0 years, male, white, stage:Stage IVA, alive, 1021 days	1785.2
TCGA-CV-6952-01A	0 years, female, white, stage:Stage IVA, dead, 185 days	1777.7
TCGA-CV-6943-01A	0 years, male, white, stage:Stage III, dead, 602 days	1771.0
TCGA-CV-7091-01A	0 years, male, white, stage:Stage I, alive, 3381 days	1767.4
TCGA-HD-7832-01A	0 years, male, white, stage:Stage IVA, alive, 836 days	1766.6
TCGA-D6-8569-01A	0 years, male, white, stage:Stage II, alive, 770 days	1747.1
TCGA-CV-7103-01A	0 years, male, white, stage:Stage IVA, dead, 1591 days	1734.6
TCGA-CQ-A4CG-01A	0 years, female, white, stage:Stage III, dead, 430 days	1730.7
TCGA-CV-7242-01A	0 years, female, white, stage:Stage II, alive, 1095 days	1727.2
TCGA-CR-5250-01A	0 years, male, white, stage:'--, alive, 799 days	1721.0
TCGA-CV-7414-01A	0 years, male, white, stage:Stage IVA, dead, 14 days	1717.8
TCGA-CV-7250-01A	0 years, male, white, stage:Stage IVA, dead, 2900 days	1713.9
TCGA-CN-A499-01A	0 years, female, white, stage:Stage II, alive, 717 days	1703.9
TCGA-P3-A6SW-01A	0 years, male, white, stage:Stage IVB, alive, 1120 days	1703.2
TCGA-CN-4742-01A	0 years, female, white, stage:Stage IVA, dead, 397 days	1701.7
TCGA-CV-7095-01A	0 years, female, stage:Stage II, dead, 572 days	1693.7
TCGA-QK-A6V9-01A	0 years, male, white, stage:Stage II, alive, 833 days	1690.4
TCGA-H7-A76A-01A	0 years, male, white, stage:'--, alive, 637 days	1690.2
TCGA-CV-6960-01A	0 years, male, black or african american, stage:Stage III, dead, 862 days	1689.2
TCGA-CR-7369-01A	0 years, male, white, stage:Stage IVA, dead, 1090 days	1682.8
TCGA-CN-6010-01A	0 years, male, white, stage:Stage IVA, alive, 1523 days	1669.9
TCGA-UF-A7JF-01A	0 years, male, white, stage:Stage IVA, alive, 1686 days	1667.3
TCGA-H7-7774-01A	0 years, female, white, stage:Stage IVA, alive, 407 days	1661.2
TCGA-C9-A47Z-01A	0 years, female, asian, stage:Stage III, dead, 191 days	1653.0
TCGA-UF-A7JK-01A	0 years, male, stage:Stage IVA, dead, 424 days	1651.3
TCGA-P3-A6T6-01A	0 years, male, white, stage:Stage IVA, dead, 395 days	1651.0
TCGA-CQ-A4C6-01A	0 years, male, asian, stage:Stage II, alive, 1353 days	1648.6
TCGA-CV-A45W-01A	0 years, male, white, stage:Stage II, dead, 1398 days	1646.0
TCGA-CR-7372-01A	0 years, male, white, stage:Stage I, alive, 759 days	1645.0
TCGA-DQ-7592-01A	0 years, male, american indian or alaska native, stage:'--, alive, 1143 days	1643.3
TCGA-CV-A45U-01A	0 years, male, white, stage:Stage IVA, dead, 1079 days	1627.6
TCGA-CV-7104-01A	0 years, female, white, stage:Stage IVA, dead, 393 days	1623.2
TCGA-T2-A6X0-01A	0 years, male, white, stage:'--, alive, 216 days	1609.0
TCGA-CN-6996-01A	0 years, female, white, stage:Stage IVA, dead, 530 days	1596.5
TCGA-CV-5970-01A	0 years, male, white, stage:Stage IVA, dead, 406 days	1586.5
TCGA-CQ-7069-01A	0 years, female, white, stage:Stage II, alive, 1274 days	1583.3
TCGA-CR-6480-01A	0 years, male, white, stage:'--, alive, 362 days	1560.0
TCGA-CR-5243-01A	0 years, male, white, stage:'--, alive, 2562 days	1544.9
TCGA-CV-7253-01A	0 years, male, black or african american, stage:Stage IVA, dead, 361 days	1538.1
TCGA-HD-7754-01A	0 years, male, white, stage:Stage IVA, alive, 783 days	1534.8
TCGA-CV-7424-01A	0 years, male, asian, stage:Stage IVA, dead, 453 days	1533.1
TCGA-D6-6516-01A	0 years, male, white, stage:Stage I, alive, 773 days	1528.3
TCGA-CN-6994-01A	0 years, male, white, stage:Stage IVA, alive, 1183 days	1523.1
TCGA-CN-A49B-01A	0 years, male, white, stage:Stage III, alive, 904 days	1516.7
TCGA-CQ-6223-01A	0 years, male, white, stage:Stage II, alive, 1428 days	1507.7
TCGA-CN-A6V6-01A	0 years, male, white, stage:Stage IVA, alive, 635 days	1497.7
TCGA-CN-4733-01A	0 years, male, white, stage:Stage III, alive, 1586 days	1491.7
TCGA-HD-7753-01A	0 years, male, black or african american, stage:Stage I, alive, 866 days	1489.4
TCGA-CV-7423-01A	0 years, male, white, stage:Stage II, dead, 3059 days	1489.2
TCGA-HD-A6HZ-01A	0 years, female, white, stage:Stage III, alive, 111 days	1488.1
TCGA-CN-6021-01A	0 years, female, white, stage:'--, dead, 276 days	1483.0
TCGA-CR-6488-01A	0 years, female, white, stage:Stage II, alive, 379 days	1480.0
TCGA-CR-7389-01A	0 years, male, black or african american, stage:'--, alive, 392 days	1478.1
TCGA-CV-7238-01A	0 years, female, white, stage:Stage II, alive, 2727 days	1470.9
TCGA-CN-6013-01A	0 years, male, white, stage:Stage IVA, dead, 727 days	1469.6
TCGA-CV-6954-01A	0 years, male, black or african american, stage:Stage IVA, dead, 2002 days	1466.3
TCGA-CR-7402-01A	0 years, male, white, stage:'--, alive, 911 days	1461.8
TCGA-CV-5443-01A	0 years, male, black or african american, stage:Stage III, alive, 2784 days	1456.1
TCGA-CR-6491-01A	0 years, male, black or african american, stage:Stage IVA, alive, 693 days	1403.0
TCGA-CN-4736-01A	0 years, female, white, stage:'--, dead, 395 days	1401.3
TCGA-IQ-7631-01A	0 years, female, white, stage:Stage II, alive, 1172 days	1400.0
TCGA-CR-7394-01A	0 years, male, white, stage:Stage IVA, alive, 1346 days	1396.7
TCGA-BB-4225-01A	0 years, male, white, stage:'--, alive, 146 days	1392.9
TCGA-CV-7090-01A	0 years, male, white, stage:Stage II, alive, 5252 days	1387.0
TCGA-BA-5555-01A	0 years, male, black or african american, stage:Stage IVA, alive, 520 days	1383.3
TCGA-CQ-5325-01A	0 years, male, white, stage:Stage I, dead, 654 days	1377.5
TCGA-UF-A7JJ-01A	0 years, male, stage:Stage IVA, alive, 549 days	1376.1
TCGA-CN-6017-01A	0 years, male, white, stage:Stage IVA, dead, 853 days	1356.1
TCGA-CR-5248-01A	0 years, male, white, stage:'--, alive, 1663 days	1347.7
TCGA-RS-A6TP-01A	0 years, male, white, stage:Stage II, alive, 516 days	1344.6
TCGA-CR-7370-01A	0 years, female, white, stage:'--, alive, 105 days	1337.9
TCGA-HD-8314-01A	0 years, male, white, stage:Stage III, alive, 670 days	1326.5
TCGA-P3-A6T0-01A	0 years, female, white, stage:Stage IVA, alive, 578 days	1324.0
TCGA-UP-A6WW-01A	0 years, male, white, stage:'--, alive, 518 days	1313.4
TCGA-CN-6988-01A	0 years, male, white, stage:Stage IVA, alive, 318 days	1311.4
TCGA-CX-7085-01A	0 years, female, white, stage:Stage I, alive, 321 days	1296.3
TCGA-F7-A623-01A	0 years, male, white, stage:Stage IVA, alive, 616 days	1293.2
TCGA-CV-6436-01A	0 years, male, white, stage:Stage IVA, alive, 1899 days	1278.3
TCGA-CV-6933-01A	0 years, male, white, stage:Stage III, dead, 2741 days	1246.9
TCGA-CN-4741-01A	0 years, male, white, stage:Stage IVA, alive, 2239 days	1226.6
TCGA-DQ-7591-01A	0 years, male, white, stage:'--, alive, 622 days	1221.5
TCGA-BA-5559-01A	0 years, male, white, stage:'--, dead, 2083 days	1221.3
TCGA-BA-5153-01A	0 years, male, white, stage:'--, dead, 1762 days	1196.0
TCGA-CN-5373-01A	0 years, female, white, stage:Stage I, alive, 1584 days	1180.0
TCGA-CR-6477-01A	0 years, female, white, stage:'--, alive, 514 days	1169.6
TCGA-DQ-5631-01A	0 years, male, white, stage:'--, dead, 548 days	1158.1
TCGA-CV-6433-01A	0 years, male, white, stage:Stage II, alive, 641 days	1157.1
TCGA-CV-7416-01A	0 years, female, white, stage:Stage IVA, dead, 763 days	1157.1
TCGA-DQ-5624-01A	0 years, female, white, stage:'--, alive, 1778 days	1152.7
TCGA-CR-7392-01A	0 years, female, white, stage:Stage IVA, alive, 1425 days	1143.8
TCGA-CV-7415-01A	0 years, male, white, stage:Stage IVA, dead, 695 days	1091.4
TCGA-CR-7368-01A	0 years, male, white, stage:Stage IVA, alive, 1245 days	1087.5
TCGA-CV-6945-01A	0 years, male, white, stage:Stage IVA, dead, 366 days	1067.6
TCGA-CR-7404-01A	0 years, male, white, stage:'--, alive, 1472 days	1065.6
TCGA-CV-A45O-01A	0 years, male, white, stage:'--, alive, 851 days	1013.0
TCGA-IQ-A6SG-01A	0 years, female, white, stage:Stage III, alive, 579 days	906.7
Show allShow less

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

Number of samples

183

Samples

Sample ID	Sample type	nRPX
CPT0245600003	Tumor	0.9
CPT0169740004	Normal	0.7
CPT0235470002	Normal	0.7
CPT0244940004	Tumor	0.7
CPT0281470002	Normal	0.5
CPT0278700002	Normal	0.5
CPT0184530003	Tumor	0.5
CPT0237480004	Tumor	0.4
CPT0088060004	Tumor	0.4
CPT0163790003	Tumor	0.4
CPT0229220002	Normal	0.4
CPT0235460003	Tumor	0.3
CPT0011130005	Tumor	0.3
CPT0163600003	Tumor	0.3
CPT0248330003	Tumor	0.3
CPT0088410003	Tumor	0.3
CPT0245500003	Tumor	0.3
CPT0163240003	Tumor	0.3
CPT0201830004	Tumor	0.3
CPT0008630003	Tumor	0.3
CPT0237620004	Tumor	0.2
CPT0163910003	Tumor	0.2
CPT0237130004	Tumor	0.2
CPT0169890003	Tumor	0.2
CPT0008520008	Tumor	0.2
CPT0163480003	Tumor	0.2
CPT0163090003	Tumor	0.2
CPT0177010003	Tumor	0.2
CPT0199700003	Tumor	0.2
CPT0163840003	Tumor	0.2
CPT0194800003	Normal	0.2
CPT0226390003	Tumor	0.2
CPT0011290003	Tumor	0.2
CPT0163530003	Tumor	0.2
CPT0008960003	Normal	0.2
CPT0246670003	Tumor	0.2
CPT0236850004	Tumor	0.2
CPT0195860003	Tumor	0.2
CPT0094350004	Tumor	0.2
CPT0245130003	Tumor	0.2
CPT0163250003	Normal	0.2
CPT0199710003	Normal	0.2
CPT0013130003	Tumor	0.1
CPT0236620003	Tumor	0.1
C3N-04279-05	Normal	0.1
CPT0162890003	Tumor	0.1
CPT0013460003	Normal	0.1
CPT0226340003	Tumor	0.1
CPT0222360003	Tumor	0.1
CPT0163610003	Normal	0.1
C3N-00295-05	Normal	0.1
CPT0011320003	Normal	0.1
CPT0246540003	Tumor	0.1
CPT0163410003	Tumor	0.1
CPT0245060004	Tumor	0.1
CPT0245180003	Tumor	0.1
CPT0095040003	Tumor	0.1
CPT0236640003	Normal	0.1
CPT0087990003	Tumor	0.1
CPT0243090003	Tumor	0.1
CPT0245450003	Tumor	0.1
CPT0248520003	Tumor	0.1
CPT0163720003	Normal	0.1
CPT0256560003	Tumor	0.1
CPT0201860004	Normal	0.1
CPT0194960003	Tumor	0.1
CPT0245460003	Normal	0.0
CPT0163650003	Tumor	0.0
CPT0024810003	Tumor	0.0
CPT0235910003	Tumor	0.0
CPT0013210004	Tumor	0.0
CPT0163740003	Tumor	0.0
CPT0194260003	Normal	0.0
CPT0241980004	Tumor	0.0
CPT0013430003	Tumor	0.0
CPT0245400003	Tumor	0.0
CPT0245010003	Tumor	0.0
CPT0177710003	Tumor	0.0
CPT0194250003	Tumor	0.0
CPT0084630009	Tumor	0.0
CPT0226440003	Tumor	0.0
CPT0245680003	Tumor	0.0
C3N-00857-05	Normal	0.0
CPT0245630003	Tumor	0.0
CPT0177200003	Tumor	0.0
CPT0261520003	Tumor	0.0
CPT0245730003	Tumor	0.0
CPT0094560004	Tumor	0.0
CPT0123180003	Tumor	0.0
CPT0163430003	Normal	0.0
CPT0223450003	Tumor	0.0
CPT0008930003	Tumor	0.0
C3N-01758-04	Normal	0.0
C3N-02693-06	Normal	0.0
CPT0177220003	Normal	0.0
CPT0190860003	Normal	0.0
CPT0162940003	Tumor	0.0
CPT0237500003	Normal	0.0
CPT0245140003	Normal	0.0
CPT0226250004	Tumor	0.0
CPT0088010003	Normal	0.0
CPT0094490004	Tumor	0.0
CPT0226270003	Normal	0.0
CPT0245300003	Tumor	0.0
CPT0194420003	Tumor	0.0
CPT0094580003	Normal	-0.1
CPT0163340003	Tumor	-0.1
CPT0196060003	Normal	-0.1
CPT0207870004	Tumor	-0.1
CPT0163160003	Tumor	-0.1
CPT0123260003	Tumor	-0.1
CPT0163170003	Normal	-0.1
CPT0246590003	Tumor	-0.1
CPT0248350003	Normal	-0.1
CPT0177390003	Tumor	-0.1
C3N-01620-05	Normal	-0.1
CPT0194790003	Tumor	-0.1
CPT0094280004	Tumor	-0.1
CPT0226450003	Normal	-0.1
CPT0226090003	Normal	-0.1
CPT0169640003	Tumor	-0.1
CPT0162990004	Tumor	-0.1
CPT0088080003	Normal	-0.1
CPT0243140004	Normal	-0.1
CPT0246620003	Tumor	-0.1
CPT0245560003	Normal	-0.1
CPT0226350003	Normal	-0.1
CPT0094420004	Tumor	-0.1
CPT0163860003	Normal	-0.1
CPT0169730003	Tumor	-0.1
CPT0199830003	Normal	-0.1
CPT0013000004	Tumor	-0.1
CPT0163490003	Normal	-0.1
CPT0199820003	Tumor	-0.1
CPT0196210003	Tumor	-0.1
CPT0245550003	Tumor	-0.2
CPT0250310003	Tumor	-0.2
CPT0223970003	Tumor	-0.2
CPT0226400003	Normal	-0.2
CPT0190850003	Tumor	-0.2
CPT0245230004	Tumor	-0.2
CPT0245020003	Normal	-0.2
CPT0196040003	Tumor	-0.2
CPT0236870003	Normal	-0.2
CPT0163020003	Normal	-0.2
CPT0087820003	Tumor	-0.2
CPT0199890003	Normal	-0.2
CPT0226130003	Tumor	-0.2
CPT0163800003	Normal	-0.2
CPT0222200003	Normal	-0.2
CPT0242000004	Normal	-0.2
C3N-04276-06	Normal	-0.2
CPT0169920003	Normal	-0.2
CPT0222180003	Tumor	-0.2
CPT0199880003	Tumor	-0.2
CPT0084650004	Normal	-0.2
CPT0127050003	Tumor	-0.2
C3N-04275-05	Normal	-0.2
CPT0088430003	Normal	-0.2
C3N-01859-04	Normal	-0.3
CPT0176770003	Tumor	-0.3
CPT0245350003	Tumor	-0.3
CPT0237150003	Normal	-0.3
CPT0244890004	Tumor	-0.3
CPT0123280003	Normal	-0.3
CPT0237640003	Normal	-0.3
CPT0226030003	Tumor	-0.3
CPT0223460003	Normal	-0.3
CPT0220610003	Tumor	-0.3
CPT0123190003	Normal	-0.4
CPT0245190003	Normal	-0.4
CPT0195880003	Normal	-0.4
CPT0013250003	Normal	-0.4
CPT0235920003	Normal	-0.4
CPT0245410003	Normal	-0.4
CPT0195700003	Normal	-0.5
CPT0195680003	Tumor	-0.5
CPT0220620003	Normal	-0.5
CPT0013030003	Normal	-0.8
CPT0229230003	Normal	N/A
CPT0169750003	Normal	N/A
CPT0229210003	Tumor	N/A
CPT0229190003	Tumor	N/A
Show allShow less

HEAD AND NECK CANCER - Protein expressionⁱ A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here. Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.

Antibody stainingⁱ Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells. Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.	Antibody HPA006124
Staining
High
Medium
Low
Not detected
Intensity
Strong
Moderate
Weak
Negative
Quantity
>75%
75%-25%
<25%
None
Location
Nuclear
Cytoplasmic/membranous
Cytoplasmic/membranous,nuclear
None
Squamous cell carcinoma, NOS
Adenocarcinoma, NOS Adenoma, NOS
Adenocarcinoma, NOS