Expression of RPL3 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

RPL3 is not prognostic in Head and Neck Squamous Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 2072.63

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 pTPM

2014.5

Number of samples

492

Samples

Sample	Description	pTPM
TCGA-D6-6827-01A	55 years, female, white, stage:Stage I, alive, 568 days	7434.9
TCGA-KU-A66S-01A	69 years, female, white, stage:Stage III, dead, 406 days	5489.0
TCGA-HD-A634-01A	56 years, male, white, stage:Stage IVA, dead, 130 days	5236.4
TCGA-BB-4228-01A	50 years, male, white, stage:Stage III, alive, 559 days	4852.5
TCGA-CN-A642-01A	57 years, male, white, stage:Stage IVB, dead, 82 days	4393.6
TCGA-CV-6441-01A	60 years, male, white, stage:Stage III, dead, 292 days	4281.9
TCGA-BB-8601-01A	84 years, male, black or african american, stage:Stage III, alive, 624 days	4261.8
TCGA-CV-6948-01A	79 years, female, white, stage:Stage IVB, dead, 1289 days	4179.7
TCGA-BB-4223-01A	48 years, male, white, stage:Stage IVA, alive, 3221 days	4042.3
TCGA-CN-A63V-01A	59 years, male, white, stage:Stage IVA, alive, 679 days	4018.2
TCGA-D6-A6EN-01A	71 years, male, white, stage:Stage III, alive, 687 days	3882.1
TCGA-CN-5374-01A	56 years, female, white, stage:Stage IVA, dead, 1732 days	3852.9
TCGA-T3-A92N-01A	79 years, male, black or african american, stage:Stage IVA, dead, 95 days	3840.2
TCGA-BA-6871-01A	75 years, male, white, stage:'--, dead, 108 days	3829.0
TCGA-QK-A6IF-01A	61 years, male, white, stage:'--, alive, 704 days	3779.5
TCGA-CV-5430-01A	61 years, male, white, stage:Stage IVA, alive, 4241 days	3750.8
TCGA-CR-6473-01A	68 years, male, white, stage:'--, alive, 1125 days	3554.4
TCGA-BB-A5HY-01A	64 years, male, white, stage:Stage IVA, dead, 321 days	3549.3
TCGA-F7-A624-01A	73 years, male, white, stage:Stage II, alive, 378 days	3543.4
TCGA-CV-A6JD-01A	82 years, female, white, stage:'--, dead, 182 days	3529.2
TCGA-P3-A6T6-01A	53 years, male, white, stage:Stage IVA, dead, 395 days	3475.1
TCGA-CX-A4AQ-01A	56 years, male, white, stage:Stage IVA, alive, 1555 days	3429.3
TCGA-CV-7235-01A	67 years, male, white, stage:Stage II, alive, 2347 days	3369.9
TCGA-UF-A71A-01A	67 years, male, white, stage:Stage IVA, dead, 86 days	3341.2
TCGA-DQ-5629-01A	64 years, male, white, stage:'--, dead, 941 days	3330.0
TCGA-CV-7261-01A	57 years, male, white, stage:Stage IVA, alive, 1512 days	3294.4
TCGA-CV-5442-01A	76 years, female, white, stage:Stage IVA, alive, 2327 days	3259.2
TCGA-TN-A7HL-01A	59 years, male, white, stage:Stage IVA, alive, 619 days	3232.8
TCGA-CV-5440-01A	52 years, male, white, stage:Stage IVA, alive, 3270 days	3226.9
TCGA-CN-A49A-01A	60 years, male, white, stage:Stage IVB, dead, 526 days	3189.0
TCGA-BA-A4IH-01A	57 years, male, white, stage:'--, alive, 622 days	3084.2
TCGA-D6-A6EP-01A	62 years, male, white, stage:Stage III, alive, 424 days	3071.6
TCGA-QK-A6II-01A	52 years, male, white, stage:Stage IVA, dead, 284 days	3067.7
TCGA-CV-7440-01A	38 years, male, white, stage:Stage II, dead, 675 days	2992.2
TCGA-P3-A6SX-01A	67 years, male, white, stage:Stage III, dead, 1430 days	2985.4
TCGA-P3-A6T2-01A	45 years, male, white, stage:Stage IVA, alive, 2298 days	2974.7
TCGA-CV-6953-01A	80 years, female, white, stage:Stage III, dead, 1641 days	2962.2
TCGA-CV-A45Y-01A	61 years, male, american indian or alaska native, stage:Stage IVA, dead, 2703 days	2957.9
TCGA-BA-6869-01A	62 years, male, white, stage:Stage III, alive, 644 days	2957.4
TCGA-CN-6019-01A	61 years, male, white, stage:Stage IVA, alive, 1038 days	2932.2
TCGA-UP-A6WW-01A	58 years, male, white, stage:'--, alive, 518 days	2931.0
TCGA-CQ-A4CI-01A	73 years, male, white, stage:Stage III, alive, 950 days	2922.1
TCGA-P3-A5Q5-01A	54 years, male, white, stage:Stage IVA, alive, 910 days	2909.3
TCGA-DQ-7591-01A	62 years, male, white, stage:'--, alive, 622 days	2903.6
TCGA-DQ-5625-01A	52 years, female, white, stage:'--, dead, 1133 days	2899.9
TCGA-CQ-6228-01A	71 years, female, white, stage:Stage IVA, dead, 456 days	2887.3
TCGA-QK-A8ZA-01A	60 years, male, black or african american, stage:'--, dead, 371 days	2882.8
TCGA-CQ-7072-01A	51 years, male, white, stage:Stage II, alive, 2359 days	2878.1
TCGA-CV-7263-01A	64 years, male, black or african american, stage:Stage II, dead, 560 days	2868.7
TCGA-UF-A7JD-01A	71 years, male, stage:Stage IVA, dead, 739 days	2846.3
TCGA-P3-A5Q6-01A	49 years, male, white, stage:Stage IVA, dead, 480 days	2830.7
TCGA-CV-A45Q-01A	69 years, female, white, stage:'--, dead, 5152 days	2820.9
TCGA-CR-5250-01A	71 years, male, white, stage:'--, alive, 799 days	2819.0
TCGA-T2-A6WZ-01A	53 years, male, white, stage:'--, dead, 484 days	2814.5
TCGA-CV-7254-01A	55 years, male, white, stage:Stage II, dead, 1459 days	2811.9
TCGA-CV-5441-01A	58 years, male, white, stage:Stage IVA, alive, 2886 days	2775.0
TCGA-CQ-5327-01A	61 years, female, asian, stage:Stage IVA, alive, 1660 days	2772.9
TCGA-CN-4731-01A	63 years, female, white, stage:Stage IVA, dead, 998 days	2755.7
TCGA-CR-7399-01A	60 years, female, white, stage:Stage IVA, alive, 181 days	2749.6
TCGA-CV-6962-01A	65 years, male, white, stage:Stage IVA, dead, 126 days	2732.3
TCGA-CQ-7068-01A	80 years, female, white, stage:Stage II, alive, 1309 days	2731.8
TCGA-UF-A71D-01A	54 years, female, white, stage:Stage IVA, alive, 1461 days	2714.0
TCGA-BA-A6DJ-01A	62 years, male, asian, stage:Stage IVA, dead, 407 days	2710.9
TCGA-CQ-5332-01A	87 years, male, white, stage:Stage III, dead, 317 days	2700.5
TCGA-BB-4217-01A	68 years, male, black or african american, stage:Stage IVA, alive, 187 days	2687.8
TCGA-CR-6482-01A	62 years, male, black or african american, stage:'--, alive, 345 days	2678.8
TCGA-IQ-7631-01A	60 years, female, white, stage:Stage II, alive, 1172 days	2674.2
TCGA-CN-5356-01A	56 years, male, white, stage:Stage III, alive, 1409 days	2665.8
TCGA-CV-5976-01A	50 years, male, white, stage:Stage IVA, alive, 1478 days	2632.5
TCGA-IQ-A61O-01A	43 years, male, white, stage:Stage IVA, dead, 421 days	2624.3
TCGA-CV-7253-01A	58 years, male, black or african american, stage:Stage IVA, dead, 361 days	2596.2
TCGA-CV-7421-01A	76 years, male, white, stage:Stage IVA, dead, 2 days	2591.6
TCGA-QK-A8Z7-01A	59 years, male, black or african american, stage:Stage IVA, alive, 392 days	2590.3
TCGA-CV-7424-01A	67 years, male, asian, stage:Stage IVA, dead, 453 days	2586.1
TCGA-CN-6994-01A	67 years, male, white, stage:Stage IVA, alive, 1183 days	2583.8
TCGA-CV-7407-01A	67 years, female, white, stage:Stage II, dead, 1081 days	2581.3
TCGA-MZ-A7D7-01A	51 years, male, white, stage:Stage IVA, alive, 547 days	2550.9
TCGA-BB-A5HZ-01A	65 years, male, white, stage:Stage IVA, alive, 827 days	2545.9
TCGA-BA-6870-01A	60 years, female, black or african american, stage:'--, dead, 451 days	2543.6
TCGA-UF-A7JV-01A	62 years, female, white, stage:Stage IVA, dead, 90 days	2542.3
TCGA-CV-7429-01A	55 years, male, white, stage:Stage IVA, dead, 107 days	2538.7
TCGA-T2-A6X2-01A	82 years, male, white, stage:Stage III, alive, 987 days	2537.1
TCGA-CN-4722-01A	61 years, female, white, stage:Stage II, alive, 1483 days	2529.8
TCGA-CN-4735-01A	52 years, male, white, stage:Stage IVA, alive, 1737 days	2521.7
TCGA-D6-A6EK-01A	67 years, male, white, stage:Stage III, alive, 875 days	2517.5
TCGA-TN-A7HI-01A	56 years, male, white, stage:Stage IVA, alive, 412 days	2515.3
TCGA-CR-7383-01A	79 years, female, white, stage:Stage I, dead, 521 days	2514.9
TCGA-CV-7102-01A	76 years, female, white, stage:Stage IVA, dead, 56 days	2510.6
TCGA-QK-A6IG-01A	69 years, male, white, stage:Stage III, dead, 222 days	2505.7
TCGA-CV-6935-01A	67 years, male, white, stage:Stage IVA, dead, 295 days	2503.0
TCGA-D6-6824-01A	61 years, male, white, stage:Stage IVA, alive, 77 days	2494.2
TCGA-CV-A6JE-01A	78 years, male, white, stage:'--, alive, 1075 days	2494.1
TCGA-CN-A6UY-01A	57 years, male, white, stage:Stage IVA, alive, 713 days	2474.0
TCGA-CR-7393-01A	26 years, male, white, stage:Stage III, alive, 993 days	2471.0
TCGA-CV-6951-01A	57 years, male, white, stage:Stage IVA, dead, 915 days	2466.5
TCGA-CV-A45Z-01A	75 years, male, white, stage:'--, dead, 1466 days	2460.1
TCGA-CV-5435-01A	57 years, male, white, stage:Stage IVA, dead, 2319 days	2459.7
TCGA-CV-7437-01A	77 years, male, stage:Stage II, dead, 506 days	2456.2
TCGA-CQ-6219-01A	50 years, female, white, stage:Stage IVA, dead, 479 days	2453.2
TCGA-P3-A5QE-01A	49 years, male, white, stage:Stage III, alive, 1559 days	2449.9
TCGA-CN-6024-01A	66 years, male, white, stage:Stage IVA, dead, 337 days	2445.8
TCGA-CV-7178-01A	64 years, female, white, stage:Stage IVA, dead, 2166 days	2441.6
TCGA-UF-A7JA-01A	66 years, female, white, stage:Stage IVA, alive, 2265 days	2437.9
TCGA-CN-6989-01A	64 years, male, white, stage:Stage IVA, dead, 980 days	2433.3
TCGA-QK-AA3K-01A	60 years, male, black or african american, stage:Stage IVA, alive, 253 days	2424.3
TCGA-CV-7422-01A	60 years, female, white, stage:Stage IVA, dead, 1037 days	2418.0
TCGA-CV-7430-01A	56 years, male, white, stage:Stage IVA, dead, 495 days	2413.8
TCGA-CV-7406-01A	49 years, male, white, stage:Stage II, dead, 1748 days	2412.7
TCGA-MZ-A6I9-01A	68 years, male, white, stage:'--, dead, 489 days	2392.4
TCGA-CQ-5324-01A	59 years, male, white, stage:Stage III, alive, 1593 days	2387.3
TCGA-CN-5363-01A	48 years, male, black or african american, stage:Stage IVB, dead, 253 days	2385.5
TCGA-CV-6937-01A	71 years, male, white, stage:Stage II, dead, 624 days	2383.9
TCGA-UF-A7J9-01A	75 years, male, white, stage:Stage IVA, alive, 1358 days	2374.1
TCGA-UF-A7JH-01A	59 years, male, black or african american, stage:Stage IVA, alive, 896 days	2373.4
TCGA-CV-5439-01A	62 years, male, white, stage:Stage IVA, dead, 546 days	2364.6
TCGA-CV-6941-01A	51 years, male, white, stage:Stage III, dead, 342 days	2360.5
TCGA-CN-6992-01A	61 years, male, white, stage:Stage IVA, alive, 1066 days	2360.4
TCGA-BA-5555-01A	54 years, male, black or african american, stage:Stage IVA, alive, 520 days	2360.3
TCGA-CR-7397-01A	44 years, male, white, stage:Stage IVA, alive, 754 days	2359.0
TCGA-CV-5436-01A	65 years, male, stage:Stage IVA, dead, 584 days	2358.2
TCGA-BA-A8YP-01A	50 years, male, black or african american, stage:Stage IVB, alive, 499 days	2357.7
TCGA-CR-7401-01A	64 years, male, white, stage:Stage I, alive, 1077 days	2354.4
TCGA-BB-A5HU-01A	47 years, male, white, stage:Stage IVA, alive, 782 days	2352.4
TCGA-BA-A6D8-01A	59 years, male, black or african american, stage:Stage IVA, alive, 850 days	2349.8
TCGA-CV-7101-01A	80 years, male, white, stage:Stage II, dead, 160 days	2333.6
TCGA-CV-6934-01A	66 years, female, white, stage:Stage IVA, dead, 65 days	2332.4
TCGA-DQ-7588-01A	66 years, male, white, stage:'--, dead, 427 days	2332.3
TCGA-CV-7428-01A	47 years, male, white, stage:Stage IVA, dead, 1671 days	2331.8
TCGA-CV-7425-01A	77 years, female, white, stage:Stage III, dead, 1718 days	2316.2
TCGA-BB-4225-01A	73 years, male, white, stage:'--, alive, 146 days	2313.3
TCGA-CV-A6JU-01A	61 years, female, white, stage:Stage IVB, alive, 110 days	2300.5
TCGA-CQ-A4C9-01A	56 years, male, stage:Stage III, alive, 707 days	2293.9
TCGA-CQ-6225-01A	65 years, male, white, stage:Stage III, dead, 403 days	2291.3
TCGA-BB-4227-01A	66 years, male, white, stage:Stage IVA, alive, 134 days	2290.3
TCGA-CV-A463-01A	82 years, female, white, stage:Stage IVA, dead, 23 days	2284.1
TCGA-D6-6826-01A	64 years, female, white, stage:Stage IVA, dead, 348 days	2277.2
TCGA-BA-4078-01A	83 years, male, white, stage:'--, dead, 276 days	2273.5
TCGA-CQ-5330-01A	69 years, female, white, stage:Stage IVA, alive, 1897 days	2267.6
TCGA-CN-6012-01A	66 years, male, white, stage:Stage IVA, alive, 1460 days	2247.9
TCGA-D6-A74Q-01A	67 years, male, white, stage:Stage IVA, alive, 710 days	2241.6
TCGA-CR-6471-01A	58 years, male, white, stage:Stage IVA, dead, 1202 days	2238.3
TCGA-CV-7250-01A	64 years, male, white, stage:Stage IVA, dead, 2900 days	2236.3
TCGA-CN-6023-01A	73 years, male, white, stage:Stage IVA, alive, 1584 days	2226.6
TCGA-CN-6010-01A	53 years, male, white, stage:Stage IVA, alive, 1523 days	2223.1
TCGA-CV-7446-01A	66 years, male, white, stage:Stage IVA, dead, 1093 days	2210.0
TCGA-CX-7219-01A	47 years, male, black or african american, stage:Stage IVA, alive, 1045 days	2202.9
TCGA-CR-7377-01A	58 years, male, white, stage:Stage IVA, dead, 279 days	2185.0
TCGA-CV-6940-01A	80 years, female, white, stage:Stage III, dead, 804 days	2184.3
TCGA-CN-6022-01A	49 years, male, white, stage:Stage IVA, dead, 281 days	2182.2
TCGA-T2-A6WX-01A	73 years, female, white, stage:'--, dead, 209 days	2178.1
TCGA-D6-6517-01A	59 years, male, white, stage:Stage III, alive, 292 days	2175.7
TCGA-CN-6016-01A	64 years, male, white, stage:Stage IVA, alive, 1443 days	2175.5
TCGA-CX-7082-01A	82 years, male, white, stage:Stage IVA, dead, 11 days	2175.0
TCGA-TN-A7HJ-01A	51 years, male, white, stage:Stage IVA, alive, 403 days	2168.0
TCGA-CV-5978-01A	53 years, female, black or african american, stage:Stage IVB, dead, 215 days	2164.2
TCGA-BA-A6DB-01A	24 years, female, white, stage:Stage I, alive, 216 days	2163.4
TCGA-CR-6487-01A	50 years, male, white, stage:Stage I, alive, 234 days	2160.1
TCGA-CV-7410-01A	61 years, male, white, stage:Stage III, dead, 6417 days	2159.0
TCGA-CV-7247-01A	55 years, male, white, stage:Stage III, dead, 577 days	2158.1
TCGA-CR-7385-01A	42 years, male, white, stage:'--, alive, 997 days	2150.5
TCGA-BA-6873-01A	28 years, male, white, stage:Stage IVA, alive, 122 days	2148.2
TCGA-CN-A6V7-01A	40 years, male, white, stage:Stage IVA, alive, 594 days	2145.5
TCGA-CV-6939-01A	60 years, male, white, stage:Stage IVA, dead, 666 days	2138.6
TCGA-CR-7374-01A	67 years, female, white, stage:'--, alive, 30 days	2136.9
TCGA-F7-8298-01A	58 years, male, white, stage:Stage I, alive, 995 days	2135.9
TCGA-CV-7099-01A	85 years, female, white, stage:Stage II, dead, 243 days	2131.0
TCGA-CV-5443-01A	63 years, male, black or african american, stage:Stage III, alive, 2784 days	2128.6
TCGA-BA-5151-01A	72 years, male, white, stage:Stage IVA, alive, 722 days	2128.2
TCGA-CQ-A4CG-01A	78 years, female, white, stage:Stage III, dead, 430 days	2124.0
TCGA-CQ-A4CD-01A	69 years, male, white, stage:Stage IVA, alive, 1022 days	2119.5
TCGA-CQ-5333-01A	74 years, male, white, stage:Stage II, dead, 341 days	2116.2
TCGA-WA-A7GZ-01A	58 years, male, white, stage:'--, dead, 625 days	2115.6
TCGA-CQ-5334-01A	87 years, male, white, stage:Stage IVA, dead, 129 days	2113.0
TCGA-F7-A61V-01A	54 years, male, white, stage:Stage II, alive, 759 days	2112.6
TCGA-CR-7364-01A	66 years, male, white, stage:Stage III, alive, 1435 days	2112.1
TCGA-UF-A718-01A	62 years, male, white, stage:Stage IVA, alive, 1971 days	2108.5
TCGA-BB-A6UO-01A	61 years, female, white, stage:Stage IVA, dead, 268 days	2107.9
TCGA-CN-4727-01A	56 years, male, white, stage:Stage IVA, alive, 1560 days	2102.3
TCGA-BA-4075-01A	49 years, male, black or african american, stage:Stage III, dead, 283 days	2098.7
TCGA-MZ-A5BI-01A	53 years, male, white, stage:'--, dead, 217 days	2096.7
TCGA-HD-A4C1-01A	41 years, female, black or african american, stage:Stage IVA, alive, 11 days	2096.4
TCGA-CN-5364-01A	55 years, male, white, stage:Stage IVA, dead, 493 days	2092.8
TCGA-UF-A7JO-01A	79 years, female, white, stage:Stage IVA, dead, 631 days	2082.5
TCGA-UF-A7JT-01A	72 years, female, white, stage:Stage IVA, dead, 993 days	2072.6
TCGA-HD-7831-01A	74 years, male, white, stage:Stage IVA, alive, 667 days	2060.9
TCGA-CN-4728-01A	56 years, male, white, stage:Stage IVA, alive, 1724 days	2047.6
TCGA-CN-6997-01A	66 years, male, white, stage:Stage IVA, dead, 988 days	2036.8
TCGA-BA-A6DL-01A	59 years, male, white, stage:'--, alive, 623 days	2035.7
TCGA-CR-6472-01A	59 years, male, white, stage:'--, alive, 1050 days	2034.2
TCGA-RS-A6TP-01A	58 years, male, white, stage:Stage II, alive, 516 days	2033.9
TCGA-KU-A6H8-01A	41 years, male, white, stage:Stage IVA, dead, 327 days	2032.2
TCGA-CV-7568-01A	48 years, female, white, stage:Stage IVA, dead, 927 days	2031.6
TCGA-CV-7091-01A	54 years, male, white, stage:Stage I, alive, 3381 days	2031.2
TCGA-D6-6823-01A	50 years, male, white, stage:Stage II, alive, 701 days	2029.8
TCGA-CV-7418-01A	62 years, male, black or african american, stage:Stage IVA, dead, 789 days	2027.3
TCGA-CR-6474-01A	51 years, male, white, stage:Stage IVA, dead, 564 days	2026.4
TCGA-H7-8501-01A	54 years, male, white, stage:Stage IVA, alive, 461 days	2020.3
TCGA-CV-7427-01A	73 years, female, white, stage:Stage II, dead, 4760 days	2015.9
TCGA-CV-7097-01A	53 years, male, white, stage:Stage II, dead, 385 days	2009.0
TCGA-D6-A6EQ-01A	57 years, male, white, stage:Stage IVA, alive, 368 days	2007.9
TCGA-CV-5432-01A	68 years, male, white, stage:Stage III, alive, 3930 days	2006.5
TCGA-F7-A61W-01A	51 years, male, asian, stage:Stage IVA, alive, 14 days	2005.7
TCGA-UF-A71E-01A	63 years, male, white, stage:Stage IVA, dead, 1504 days	2002.6
TCGA-CN-4740-01A	79 years, female, white, stage:Stage IVA, dead, 839 days	2000.9
TCGA-CR-6491-01A	60 years, male, black or african american, stage:Stage IVA, alive, 693 days	1990.9
TCGA-IQ-A61G-01A	57 years, male, white, stage:Stage IVA, alive, 360 days	1986.0
TCGA-MT-A67A-01A	85 years, female, white, stage:Stage I, alive, 914 days	1986.0
TCGA-CN-5367-01A	60 years, female, white, stage:Stage IVA, dead, 352 days	1974.1
TCGA-KU-A6H7-01A	55 years, female, white, stage:Stage IVA, alive, 586 days	1964.7
TCGA-CV-7242-01A	60 years, female, white, stage:Stage II, alive, 1095 days	1961.8
TCGA-D6-A6EM-01A	65 years, female, white, stage:Stage III, alive, 232 days	1958.9
TCGA-CN-A63W-01A	48 years, female, white, stage:Stage IVA, dead, 377 days	1958.8
TCGA-CV-7432-01A	79 years, male, white, stage:Stage II, dead, 2570 days	1952.5
TCGA-BA-4076-01A	39 years, male, white, stage:'--, dead, 415 days	1951.2
TCGA-BB-8596-01A	69 years, female, white, stage:Stage IVA, alive, 2161 days	1947.3
TCGA-CN-5366-01A	51 years, male, white, stage:Stage IVA, dead, 360 days	1943.2
TCGA-CN-A497-01A	63 years, male, stage:Stage III, alive, 1065 days	1941.7
TCGA-WA-A7H4-01A	69 years, male, white, stage:Stage II, alive, 443 days	1939.0
TCGA-IQ-A61I-01A	63 years, male, black or african american, stage:Stage IVA, dead, 2 days	1938.9
TCGA-BA-A4IF-01A	59 years, male, white, stage:'--, alive, 895 days	1933.4
TCGA-CV-A6K1-01A	65 years, male, white, stage:Stage IVA, alive, 685 days	1933.3
TCGA-CN-A63U-01A	50 years, male, white, stage:Stage IVA, alive, 964 days	1926.7
TCGA-CV-5977-01A	66 years, male, white, stage:Stage IVA, alive, 1840 days	1926.3
TCGA-CQ-6224-01A	52 years, male, white, stage:Stage IVA, alive, 1721 days	1925.8
TCGA-CV-A45W-01A	75 years, male, white, stage:Stage II, dead, 1398 days	1924.0
TCGA-MT-A7BN-01A	74 years, male, white, stage:Stage IVA, alive, 469 days	1918.1
TCGA-CQ-5329-01A	46 years, female, white, stage:Stage II, alive, 2143 days	1916.0
TCGA-CR-7398-01A	53 years, female, white, stage:Stage II, alive, 156 days	1913.3
TCGA-HL-7533-01A	65 years, male, white, stage:'--, alive, 1057 days	1912.7
TCGA-BA-5556-01A	58 years, female, white, stage:Stage II, alive, 725 days	1909.1
TCGA-CR-6467-01A	59 years, male, white, stage:Stage III, alive, 1777 days	1908.8
TCGA-CN-4723-01A	67 years, male, white, stage:Stage IVA, alive, 1699 days	1906.0
TCGA-CR-5247-01A	48 years, male, black or african american, stage:'--, alive, 358 days	1905.0
TCGA-CN-A63T-01A	60 years, male, white, stage:Stage IVA, alive, 225 days	1900.6
TCGA-CV-7248-01A	63 years, female, black or african american, stage:Stage IVA, dead, 521 days	1886.0
TCGA-CR-7390-01A	67 years, male, white, stage:Stage IVA, alive, 1508 days	1883.6
TCGA-CV-5444-01A	64 years, male, black or african american, stage:Stage IVA, alive, 2437 days	1882.3
TCGA-CQ-6221-01A	79 years, male, white, stage:'--, alive, 1000 days	1881.8
TCGA-CN-5359-01A	59 years, male, white, stage:Stage IVA, dead, 377 days	1880.6
TCGA-P3-A6SW-01A	50 years, male, white, stage:Stage IVB, alive, 1120 days	1878.1
TCGA-D6-A4ZB-01A	61 years, male, white, stage:Stage III, alive, 376 days	1874.2
TCGA-BA-5153-01A	51 years, male, white, stage:'--, dead, 1762 days	1873.3
TCGA-CR-5248-01A	53 years, male, white, stage:'--, alive, 1663 days	1872.2
TCGA-CV-7100-01A	66 years, male, white, stage:Stage III, dead, 274 days	1870.5
TCGA-CV-7177-01A	82 years, female, white, stage:Stage II, dead, 663 days	1870.2
TCGA-CV-7103-01A	49 years, male, white, stage:Stage IVA, dead, 1591 days	1868.6
TCGA-CR-5249-01A	35 years, female, white, stage:Stage II, alive, 1152 days	1866.7
TCGA-CR-6470-01A	38 years, male, white, stage:Stage II, alive, 1521 days	1864.5
TCGA-CV-5431-01A	73 years, male, white, stage:Stage IVA, dead, 522 days	1863.4
TCGA-P3-A5QA-01A	41 years, male, stage:Stage I, alive, 2182 days	1859.7
TCGA-QK-A6V9-01A	56 years, male, white, stage:Stage II, alive, 833 days	1858.7
TCGA-CN-6988-01A	47 years, male, white, stage:Stage IVA, alive, 318 days	1858.1
TCGA-UF-A7JF-01A	80 years, male, white, stage:Stage IVA, alive, 1686 days	1856.8
TCGA-CR-7367-01A	52 years, male, white, stage:Stage IVA, alive, 1440 days	1856.5
TCGA-MT-A67F-01A	60 years, female, white, stage:Stage IVA, alive, 384 days	1855.5
TCGA-CR-7395-01A	80 years, female, white, stage:Stage II, alive, 930 days	1855.4
TCGA-CV-6938-01A	87 years, male, white, stage:Stage II, dead, 144 days	1855.3
TCGA-CN-5361-01A	80 years, male, white, stage:Stage IVA, dead, 2120 days	1849.1
TCGA-CV-A6JZ-01A	68 years, male, white, stage:Stage II, alive, 714 days	1843.0
TCGA-CV-A6JY-01A	69 years, male, white, stage:Stage IVA, alive, 646 days	1842.9
TCGA-BB-A6UM-01A	52 years, male, white, stage:Stage III, alive, 393 days	1842.7
TCGA-CV-6959-01A	48 years, male, white, stage:Stage III, dead, 256 days	1841.6
TCGA-CN-4738-01A	53 years, male, white, stage:Stage IVA, dead, 436 days	1839.2
TCGA-CV-A6K2-01A	79 years, male, white, stage:Stage IVA, dead, 317 days	1833.8
TCGA-KU-A66T-01A	53 years, female, white, stage:Stage IVA, alive, 552 days	1832.5
TCGA-T3-A92M-01A	52 years, male, black or african american, stage:Stage IVA, alive, 417 days	1829.6
TCGA-CN-4730-01A	62 years, male, white, stage:Stage IVA, alive, 817 days	1823.0
TCGA-BA-A6DI-01A	62 years, male, black or african american, stage:'--, dead, 336 days	1820.7
TCGA-P3-A6T3-01A	49 years, male, white, stage:Stage IVA, dead, 577 days	1819.7
TCGA-CV-7089-01A	74 years, male, white, stage:Stage IVA, dead, 1972 days	1817.4
TCGA-4P-AA8J-01A	66 years, male, black or african american, stage:Stage IVA, alive, 102 days	1814.3
TCGA-CR-6481-01A	47 years, male, white, stage:'--, alive, 311 days	1814.0
TCGA-CQ-7063-01A	59 years, female, white, stage:Stage I, alive, 2133 days	1809.3
TCGA-CN-4736-01A	70 years, female, white, stage:'--, dead, 395 days	1805.8
TCGA-HD-8224-01A	63 years, male, white, stage:Stage IVA, dead, 446 days	1805.5
TCGA-BA-6872-01A	47 years, male, white, stage:'--, dead, 384 days	1805.3
TCGA-QK-A6VC-01A	62 years, female, black or african american, stage:Stage IVA, alive, 600 days	1802.8
TCGA-CV-7438-01A	87 years, female, white, stage:Stage I, dead, 194 days	1802.0
TCGA-CQ-A4C7-01A	88 years, male, white, stage:Stage III, dead, 353 days	1795.2
TCGA-P3-A6T5-01A	79 years, female, white, stage:Stage IVA, dead, 882 days	1792.6
TCGA-P3-A6T8-01A	54 years, male, white, stage:Stage IVA, alive, 400 days	1790.7
TCGA-F7-7848-01A	47 years, male, white, stage:Stage IVA, alive, 1131 days	1788.9
TCGA-HD-A6I0-01A	56 years, male, white, stage:Stage IVA, alive, 210 days	1788.9
TCGA-MT-A51X-01A	30 years, male, white, stage:Stage IVA, alive, 242 days	1783.6
TCGA-H7-8502-01A	50 years, male, white, stage:Stage IVA, alive, 458 days	1780.1
TCGA-BA-A4IG-01A	77 years, male, white, stage:'--, alive, 855 days	1779.9
TCGA-CQ-5323-01A	82 years, male, white, stage:Stage I, alive, 1466 days	1778.9
TCGA-CR-7391-01A	36 years, female, white, stage:Stage I, alive, 913 days	1778.7
TCGA-CV-7180-01A	34 years, male, white, stage:Stage II, dead, 327 days	1777.0
TCGA-CN-4729-01A	73 years, male, white, stage:Stage III, alive, 392 days	1775.4
TCGA-CV-5434-01A	60 years, male, black or african american, stage:Stage IVA, dead, 3314 days	1768.7
TCGA-BA-7269-01A	61 years, male, white, stage:Stage III, alive, 1273 days	1767.3
TCGA-CN-5360-01A	68 years, male, white, stage:Stage IVA, alive, 2169 days	1762.7
TCGA-D6-6515-01A	82 years, female, white, stage:Stage II, dead, 403 days	1755.0
TCGA-CV-6961-01A	61 years, male, white, stage:Stage II, dead, 76 days	1748.1
TCGA-CV-7090-01A	39 years, male, white, stage:Stage II, alive, 5252 days	1745.6
TCGA-CV-6960-01A	49 years, male, black or african american, stage:Stage III, dead, 862 days	1745.6
TCGA-CN-4726-01A	68 years, male, white, stage:Stage IVA, dead, 142 days	1742.0
TCGA-CN-A6V6-01A	59 years, male, white, stage:Stage IVA, alive, 635 days	1741.1
TCGA-CR-7382-01A	49 years, male, white, stage:Stage IVA, alive, 796 days	1739.1
TCGA-BA-A4II-01A	46 years, male, white, stage:Stage II, alive, 918 days	1738.4
TCGA-CV-7411-01A	64 years, female, white, stage:Stage IVA, dead, 2717 days	1737.4
TCGA-UF-A7JK-01A	59 years, male, stage:Stage IVA, dead, 424 days	1735.9
TCGA-T2-A6X0-01A	49 years, male, white, stage:'--, alive, 216 days	1735.9
TCGA-CR-7370-01A	72 years, female, white, stage:'--, alive, 105 days	1735.8
TCGA-CV-7183-01A	53 years, male, white, stage:Stage II, alive, 3981 days	1735.5
TCGA-QK-AA3J-01A	69 years, male, black or african american, stage:Stage I, alive, 466 days	1734.6
TCGA-D6-A6ES-01A	50 years, male, white, stage:Stage IVA, alive, 389 days	1734.0
TCGA-IQ-A61E-01A	55 years, female, white, stage:Stage III, alive, 1147 days	1730.9
TCGA-D6-8568-01A	62 years, male, white, stage:Stage II, alive, 759 days	1725.3
TCGA-F7-A50I-01A	72 years, male, white, stage:Stage IVA, alive, 92 days	1724.0
TCGA-CN-4734-01A	70 years, male, white, stage:Stage II, alive, 1690 days	1718.7
TCGA-BA-A6DD-01A	44 years, male, black or african american, stage:Stage IVA, dead, 173 days	1718.0
TCGA-CN-5369-01A	90 years, female, white, stage:Stage IVA, dead, 1 days	1716.3
TCGA-CV-6003-01A	50 years, female, white, stage:Stage III, alive, 1665 days	1714.3
TCGA-P3-A6T4-01A	54 years, male, white, stage:Stage IVA, dead, 62 days	1713.6
TCGA-CV-6933-01A	53 years, male, white, stage:Stage III, dead, 2741 days	1711.1
TCGA-CV-6433-01A	57 years, male, white, stage:Stage II, alive, 641 days	1708.5
TCGA-BA-5152-01A	56 years, male, white, stage:Stage IVA, alive, 1288 days	1707.6
TCGA-HD-7753-01A	62 years, male, black or african american, stage:Stage I, alive, 866 days	1705.7
TCGA-CV-7236-01A	77 years, female, white, stage:Stage IVA, dead, 144 days	1704.6
TCGA-CN-4737-01A	19 years, male, white, stage:Stage IVA, alive, 625 days	1704.1
TCGA-H7-A76A-01A	57 years, male, white, stage:'--, alive, 637 days	1702.1
TCGA-CR-6493-01A	69 years, male, black or african american, stage:Stage IVA, dead, 282 days	1701.3
TCGA-CV-A45U-01A	59 years, male, white, stage:Stage IVA, dead, 1079 days	1701.2
TCGA-CV-A6JM-01A	85 years, male, white, stage:'--, dead, 194 days	1697.9
TCGA-CQ-6227-01A	77 years, male, white, stage:Stage IVA, dead, 129 days	1697.5
TCGA-CQ-A4CB-01A	59 years, male, stage:Stage III, alive, 893 days	1696.4
TCGA-UF-A71B-01A	50 years, male, white, stage:Stage IVA, alive, 1506 days	1695.4
TCGA-F7-8489-01A	48 years, male, white, stage:Stage II, alive, 658 days	1686.5
TCGA-CV-7434-01A	64 years, male, white, stage:Stage IVA, dead, 218 days	1679.5
TCGA-CR-7371-01A	45 years, female, white, stage:Stage III, dead, 94 days	1677.3
TCGA-BA-5559-01A	71 years, male, white, stage:'--, dead, 2083 days	1675.0
TCGA-HD-A633-01A	74 years, male, white, stage:Stage IVA, alive, 421 days	1673.5
TCGA-CQ-7071-01A	76 years, female, white, stage:Stage III, alive, 1311 days	1667.5
TCGA-CR-5243-01A	51 years, male, white, stage:'--, alive, 2562 days	1665.3
TCGA-HD-8635-01A	61 years, female, white, stage:Stage III, alive, 695 days	1664.5
TCGA-CN-A641-01A	47 years, male, white, stage:Stage IVA, alive, 367 days	1663.4
TCGA-CN-6011-01A	57 years, male, white, stage:Stage IVA, alive, 933 days	1662.0
TCGA-CV-6954-01A	59 years, male, black or african american, stage:Stage IVA, dead, 2002 days	1656.9
TCGA-QK-A6VB-01A	66 years, male, white, stage:Stage IVA, alive, 641 days	1653.0
TCGA-QK-A6IH-01A	65 years, female, white, stage:Stage IVB, alive, 653 days	1652.8
TCGA-BA-A6DG-01A	49 years, male, white, stage:'--, dead, 69 days	1650.1
TCGA-CR-7380-01A	58 years, male, white, stage:Stage IVB, dead, 606 days	1647.1
TCGA-CR-6492-01A	78 years, male, white, stage:Stage III, alive, 479 days	1638.2
TCGA-CV-A468-01A	42 years, male, stage:Stage IVA, dead, 464 days	1636.7
TCGA-RS-A6TO-01A	82 years, female, white, stage:Stage IVA, dead, 387 days	1636.0
TCGA-HD-A6HZ-01A	79 years, female, white, stage:Stage III, alive, 111 days	1635.4
TCGA-BA-5557-01A	41 years, female, stage:Stage III, alive, 623 days	1626.4
TCGA-CV-A45V-01A	87 years, female, white, stage:Stage IVA, dead, 32 days	1624.8
TCGA-CN-A6V3-01A	61 years, male, white, stage:Stage IVA, alive, 742 days	1618.6
TCGA-CN-5370-01A	78 years, male, white, stage:Stage III, dead, 259 days	1616.5
TCGA-DQ-5630-01A	73 years, male, white, stage:'--, alive, 1030 days	1615.9
TCGA-CR-7379-01A	78 years, female, white, stage:Stage IVA, alive, 1036 days	1605.5
TCGA-CV-5966-01A	63 years, female, white, stage:Stage IVA, dead, 545 days	1601.8
TCGA-CV-6936-01A	68 years, male, white, stage:Stage IVA, dead, 166 days	1597.2
TCGA-CR-7365-01A	60 years, male, white, stage:Stage IVA, alive, 1191 days	1594.8
TCGA-IQ-A6SG-01A	61 years, female, white, stage:Stage III, alive, 579 days	1586.8
TCGA-IQ-A61H-01A	76 years, male, white, stage:Stage II, alive, 1138 days	1582.9
TCGA-CN-4725-01A	60 years, male, white, stage:Stage II, alive, 1157 days	1582.8
TCGA-CN-A49B-01A	71 years, male, white, stage:Stage III, alive, 904 days	1579.2
TCGA-CV-7252-01A	62 years, female, black or african american, stage:Stage IVA, dead, 151 days	1575.2
TCGA-CV-A45T-01A	64 years, female, white, stage:'--, dead, 4856 days	1573.5
TCGA-CV-7095-01A	87 years, female, stage:Stage II, dead, 572 days	1573.4
TCGA-F7-A620-01A	47 years, male, white, stage:Stage III, alive, 543 days	1573.3
TCGA-CN-6018-01A	85 years, female, white, stage:Stage IVA, dead, 580 days	1571.7
TCGA-CR-7388-01A	70 years, female, white, stage:'--, dead, 823 days	1571.3
TCGA-CV-A45P-01A	82 years, female, white, stage:Stage I, alive, 639 days	1571.0
TCGA-CV-A6JN-01A	53 years, male, white, stage:'--, alive, 906 days	1564.7
TCGA-CN-5355-01A	64 years, male, black or african american, stage:Stage IVA, alive, 1278 days	1556.4
TCGA-CV-7433-01A	49 years, male, white, stage:Stage IVA, dead, 601 days	1555.0
TCGA-P3-A5QF-01A	49 years, male, white, stage:Stage IVA, dead, 330 days	1552.6
TCGA-CQ-5331-01A	73 years, female, white, stage:'--, alive, 1399 days	1551.6
TCGA-CR-7376-01A	83 years, male, white, stage:Stage III, alive, 972 days	1542.0
TCGA-CR-7402-01A	68 years, male, white, stage:'--, alive, 911 days	1541.3
TCGA-DQ-5624-01A	43 years, female, white, stage:'--, alive, 1778 days	1535.7
TCGA-CV-7416-01A	29 years, female, white, stage:Stage IVA, dead, 763 days	1534.8
TCGA-C9-A480-01A	45 years, female, asian, stage:Stage III, alive, 386 days	1515.2
TCGA-DQ-7592-01A	57 years, male, american indian or alaska native, stage:'--, alive, 1143 days	1515.2
TCGA-QK-A64Z-01A	79 years, female, white, stage:Stage IVA, dead, 641 days	1514.1
TCGA-CV-6955-01A	74 years, female, white, stage:Stage II, dead, 334 days	1512.5
TCGA-CN-6020-01A	58 years, male, black or african american, stage:Stage III, dead, 205 days	1512.0
TCGA-HD-7832-01A	52 years, male, white, stage:Stage IVA, alive, 836 days	1511.1
TCGA-F7-A61S-01A	62 years, male, white, stage:Stage III, alive, 576 days	1511.1
TCGA-CQ-A4CH-01A	58 years, male, asian, stage:Stage II, dead, 379 days	1505.4
TCGA-CQ-5326-01A	67 years, male, white, stage:Stage IVA, dead, 89 days	1498.1
TCGA-CV-A464-01A	48 years, male, white, stage:Stage III, alive, 1722 days	1492.7
TCGA-CV-6436-01A	62 years, male, white, stage:Stage IVA, alive, 1899 days	1483.0
TCGA-IQ-A6SH-01A	55 years, male, black or african american, stage:Stage III, alive, 471 days	1478.5
TCGA-CV-7414-01A	78 years, male, white, stage:Stage IVA, dead, 14 days	1478.1
TCGA-CR-7373-01A	66 years, male, white, stage:Stage IVA, alive, 889 days	1477.3
TCGA-CN-A499-01A	60 years, female, white, stage:Stage II, alive, 717 days	1476.6
TCGA-HD-8314-01A	58 years, male, white, stage:Stage III, alive, 670 days	1475.6
TCGA-CN-5365-01A	38 years, male, white, stage:Stage IVB, dead, 351 days	1466.7
TCGA-CV-A461-01A	65 years, male, white, stage:'--, dead, 2064 days	1466.3
TCGA-CQ-A4C6-01A	63 years, male, asian, stage:Stage II, alive, 1353 days	1465.1
TCGA-MT-A67D-01A	55 years, male, white, stage:Stage II, alive, 56 days	1458.9
TCGA-DQ-5631-01A	52 years, male, white, stage:'--, dead, 548 days	1454.3
TCGA-CV-5970-01A	59 years, male, white, stage:Stage IVA, dead, 406 days	1447.3
TCGA-QK-A8ZB-01A	68 years, male, black or african american, stage:Stage IVA, alive, 542 days	1446.6
TCGA-CR-7404-01A	53 years, male, white, stage:'--, alive, 1472 days	1443.9
TCGA-CN-A498-01A	61 years, female, white, stage:Stage III, dead, 773 days	1440.4
TCGA-CV-5979-01A	26 years, male, white, stage:Stage IVA, alive, 1315 days	1439.4
TCGA-CR-7386-01A	69 years, male, white, stage:Stage IVA, alive, 1430 days	1439.1
TCGA-D6-A6EO-01A	44 years, male, white, stage:Stage IVA, alive, 759 days	1437.9
TCGA-CN-6996-01A	58 years, female, white, stage:Stage IVA, dead, 530 days	1437.6
TCGA-HD-7754-01A	69 years, male, white, stage:Stage IVA, alive, 783 days	1434.5
TCGA-HD-8634-01A	51 years, female, white, stage:Stage I, dead, 385 days	1431.9
TCGA-CR-6484-01A	67 years, female, asian, stage:Stage IVA, alive, 354 days	1430.9
TCGA-CN-6995-01A	78 years, male, white, stage:Stage IVA, dead, 112 days	1428.7
TCGA-CV-7245-01A	62 years, male, white, stage:Stage IVA, alive, 797 days	1421.1
TCGA-CV-6943-01A	74 years, male, white, stage:Stage III, dead, 602 days	1421.0
TCGA-CV-6942-01A	73 years, female, white, stage:Stage II, alive, 4282 days	1404.6
TCGA-CV-6950-01A	64 years, male, white, stage:Stage IVA, dead, 459 days	1401.3
TCGA-CR-6478-01A	66 years, female, white, stage:'--, dead, 183 days	1395.3
TCGA-CV-7435-01A	57 years, female, white, stage:Stage IVA, dead, 4680 days	1380.2
TCGA-BB-4224-01A	52 years, male, white, stage:Stage IVA, alive, 278 days	1377.8
TCGA-CV-7413-01A	74 years, female, white, stage:Stage II, dead, 294 days	1375.2
TCGA-CN-A49C-01A	67 years, male, white, stage:'--, alive, 645 days	1371.2
TCGA-HD-7229-01A	60 years, male, white, stage:Stage IVA, alive, 1027 days	1369.1
TCGA-CV-A45R-01A	46 years, male, white, stage:Stage III, alive, 5480 days	1366.1
TCGA-CR-7394-01A	70 years, male, white, stage:Stage IVA, alive, 1346 days	1364.1
TCGA-D6-A4Z9-01A	59 years, male, white, stage:Stage IVA, alive, 539 days	1361.6
TCGA-CN-4739-01A	71 years, male, white, stage:Stage IVA, dead, 1394 days	1361.0
TCGA-CV-5971-01A	60 years, male, white, stage:Stage IVA, alive, 701 days	1359.4
TCGA-BA-A6DA-01A	41 years, female, white, stage:Stage IVA, alive, 351 days	1358.6
TCGA-BA-4074-01A	69 years, male, white, stage:Stage IVA, dead, 462 days	1354.3
TCGA-F7-A50G-01A	66 years, male, white, stage:Stage III, alive, 616 days	1349.9
TCGA-CR-7369-01A	59 years, male, white, stage:Stage IVA, dead, 1090 days	1348.0
TCGA-CV-A460-01A	72 years, male, white, stage:'--, dead, 1838 days	1345.4
TCGA-IQ-A61J-01A	54 years, male, white, stage:Stage IVA, alive, 1021 days	1345.3
TCGA-QK-A6IJ-01A	71 years, male, white, stage:Stage III, alive, 387 days	1343.7
TCGA-BA-5558-01A	65 years, male, white, stage:'--, alive, 1995 days	1340.5
TCGA-CQ-6229-01A	61 years, male, white, stage:Stage II, alive, 1179 days	1338.7
TCGA-CR-7389-01A	55 years, male, black or african american, stage:'--, alive, 392 days	1331.2
TCGA-F7-A622-01A	75 years, male, white, stage:Stage III, dead, 359 days	1327.4
TCGA-UF-A7JJ-01A	68 years, male, stage:Stage IVA, alive, 549 days	1324.4
TCGA-CN-6998-01A	53 years, male, white, stage:Stage IVA, dead, 357 days	1322.0
TCGA-BA-A6DE-01A	70 years, female, white, stage:Stage II, alive, 440 days	1314.5
TCGA-CN-6013-01A	56 years, male, white, stage:Stage IVA, dead, 727 days	1314.2
TCGA-CR-7372-01A	45 years, male, white, stage:Stage I, alive, 759 days	1309.2
TCGA-CV-A45X-01A	47 years, male, white, stage:Stage IVA, dead, 198 days	1307.9
TCGA-D6-8569-01A	52 years, male, white, stage:Stage II, alive, 770 days	1297.6
TCGA-CQ-A4CE-01A	76 years, female, stage:Stage II, alive, 897 days	1294.7
TCGA-CN-5358-01A	60 years, male, white, stage:Stage II, dead, 261 days	1288.3
TCGA-CR-6477-01A	56 years, female, white, stage:'--, alive, 514 days	1285.5
TCGA-CV-7255-01A	32 years, female, white, stage:Stage IVA, dead, 64 days	1281.8
TCGA-P3-A6T0-01A	47 years, female, white, stage:Stage IVA, alive, 578 days	1280.1
TCGA-MT-A51W-01A	52 years, female, white, stage:Stage I, alive, 437 days	1279.5
TCGA-CV-7238-01A	69 years, female, white, stage:Stage II, alive, 2727 days	1266.5
TCGA-CX-7085-01A	77 years, female, white, stage:Stage I, alive, 321 days	1259.9
TCGA-CQ-6222-01A	63 years, male, white, stage:Stage IVA, alive, 2016 days	1255.3
TCGA-CV-7415-01A	60 years, male, white, stage:Stage IVA, dead, 695 days	1251.4
TCGA-CX-7086-01A	53 years, male, black or african american, stage:Stage III, alive, 573 days	1243.6
TCGA-CV-7104-01A	61 years, female, white, stage:Stage IVA, dead, 393 days	1240.6
TCGA-C9-A47Z-01A	72 years, female, asian, stage:Stage III, dead, 191 days	1238.2
TCGA-CR-6488-01A	68 years, female, white, stage:Stage II, alive, 379 days	1237.1
TCGA-IQ-7630-01A	49 years, male, white, stage:Stage II, alive, 485 days	1236.2
TCGA-UF-A719-01A	54 years, male, stage:Stage II, alive, 1663 days	1228.2
TCGA-P3-A6T7-01A	55 years, male, white, stage:Stage IVA, dead, 487 days	1219.6
TCGA-CN-4742-01A	48 years, female, white, stage:Stage IVA, dead, 397 days	1219.0
TCGA-CQ-6218-01A	52 years, female, white, stage:Stage IVA, alive, 1253 days	1212.3
TCGA-CV-A6JT-01A	65 years, male, white, stage:Stage II, alive, 852 days	1209.6
TCGA-IQ-7632-01A	68 years, female, white, stage:Stage IVA, alive, 441 days	1196.9
TCGA-H7-A6C4-01A	35 years, female, white, stage:Stage IVA, dead, 414 days	1196.9
TCGA-F7-A50J-01A	67 years, female, white, stage:Stage III, alive, 947 days	1191.5
TCGA-UF-A7JS-01A	59 years, male, white, stage:Stage IVA, dead, 680 days	1180.2
TCGA-H7-7774-01A	75 years, female, white, stage:Stage IVA, alive, 407 days	1169.6
TCGA-CN-4741-01A	75 years, male, white, stage:Stage IVA, alive, 2239 days	1166.6
TCGA-QK-A652-01A	60 years, male, white, stage:Stage III, alive, 645 days	1163.1
TCGA-CQ-6223-01A	69 years, male, white, stage:Stage II, alive, 1428 days	1149.2
TCGA-CV-6952-01A	65 years, female, white, stage:Stage IVA, dead, 185 days	1148.5
TCGA-CN-6021-01A	63 years, female, white, stage:'--, dead, 276 days	1147.0
TCGA-CN-6017-01A	55 years, male, white, stage:Stage IVA, dead, 853 days	1141.9
TCGA-D6-6825-01A	73 years, male, white, stage:Stage I, alive, 491 days	1123.4
TCGA-CQ-7069-01A	77 years, female, white, stage:Stage II, alive, 1274 days	1114.6
TCGA-CV-6945-01A	41 years, male, white, stage:Stage IVA, dead, 366 days	1110.2
TCGA-CQ-6220-01A	69 years, male, white, stage:Stage III, dead, 985 days	1109.8
TCGA-D6-6516-01A	69 years, male, white, stage:Stage I, alive, 773 days	1100.2
TCGA-UF-A7JC-01A	42 years, male, white, stage:Stage IVA, dead, 546 days	1095.8
TCGA-CN-4733-01A	61 years, male, white, stage:Stage III, alive, 1586 days	1066.9
TCGA-CR-6480-01A	53 years, male, white, stage:'--, alive, 362 days	1057.4
TCGA-F7-A623-01A	70 years, male, white, stage:Stage IVA, alive, 616 days	1022.6
TCGA-CR-7392-01A	67 years, female, white, stage:Stage IVA, alive, 1425 days	992.3
TCGA-CQ-5325-01A	65 years, male, white, stage:Stage I, dead, 654 days	982.6
TCGA-CN-5373-01A	55 years, female, white, stage:Stage I, alive, 1584 days	975.2
TCGA-CV-A465-01A	24 years, male, white, stage:Stage III, dead, 215 days	958.8
TCGA-CV-7423-01A	65 years, male, white, stage:Stage II, dead, 3059 days	957.7
TCGA-QK-A8Z8-01A	60 years, female, black or african american, stage:Stage IVC, dead, 171 days	926.2
TCGA-CQ-7065-01A	40 years, male, asian, stage:Stage II, alive, 1628 days	908.5
TCGA-CR-7368-01A	54 years, male, white, stage:Stage IVA, alive, 1245 days	849.1
TCGA-CV-A45O-01A	57 years, male, white, stage:'--, alive, 851 days	607.0
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HEAD AND NECK SQUAMOUS CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

183

Samples

Sample ID	Sample type	nRPX
CPT0226340003	Tumor	0.5
CPT0281470002	Normal	0.4
CPT0245600003	Tumor	0.4
CPT0244940004	Tumor	0.4
CPT0236640003	Normal	0.3
C3N-04276-06	Normal	0.3
CPT0008520008	Tumor	0.3
CPT0245460003	Normal	0.3
CPT0169740004	Normal	0.3
CPT0011130005	Tumor	0.2
CPT0248520003	Tumor	0.2
CPT0256560003	Tumor	0.2
CPT0163860003	Normal	0.2
CPT0246670003	Tumor	0.2
CPT0199700003	Tumor	0.2
C3N-00295-05	Normal	0.2
CPT0226350003	Normal	0.2
CPT0013130003	Tumor	0.2
CPT0163430003	Normal	0.2
CPT0176770003	Tumor	0.2
C3N-04279-05	Normal	0.2
CPT0235910003	Tumor	0.2
C3N-01859-04	Normal	0.2
CPT0163020003	Normal	0.2
CPT0245060004	Tumor	0.2
CPT0194250003	Tumor	0.2
C3N-02693-06	Normal	0.2
CPT0278700002	Normal	0.2
CPT0088010003	Normal	0.1
CPT0245560003	Normal	0.1
CPT0245300003	Tumor	0.1
CPT0163610003	Normal	0.1
CPT0094580003	Normal	0.1
C3N-01620-05	Normal	0.1
CPT0177220003	Normal	0.1
CPT0013460003	Normal	0.1
CPT0201860004	Normal	0.1
CPT0237480004	Tumor	0.1
CPT0245400003	Tumor	0.1
CPT0223450003	Tumor	0.1
CPT0163840003	Tumor	0.1
CPT0194420003	Tumor	0.1
CPT0163240003	Tumor	0.1
CPT0169890003	Tumor	0.1
CPT0237500003	Normal	0.1
CPT0163490003	Normal	0.1
CPT0245630003	Tumor	0.1
CPT0226450003	Normal	0.1
CPT0162990004	Tumor	0.1
CPT0163650003	Tumor	0.1
CPT0163170003	Normal	0.1
CPT0094350004	Tumor	0.1
CPT0190850003	Tumor	0.1
CPT0008960003	Normal	0.1
C3N-04275-05	Normal	0.1
CPT0245410003	Normal	0.1
CPT0088060004	Tumor	0.1
CPT0248350003	Normal	0.1
CPT0223970003	Tumor	0.1
CPT0220610003	Tumor	0.1
CPT0245020003	Normal	0.1
CPT0236620003	Tumor	0.1
CPT0162940003	Tumor	0.0
CPT0226400003	Normal	0.0
CPT0087990003	Tumor	0.0
CPT0236870003	Normal	0.0
CPT0011290003	Tumor	0.0
CPT0190860003	Normal	0.0
CPT0177710003	Tumor	0.0
CPT0235920003	Normal	0.0
CPT0123180003	Tumor	0.0
CPT0094560004	Tumor	0.0
CPT0163910003	Tumor	0.0
CPT0199710003	Normal	0.0
C3N-01758-04	Normal	0.0
CPT0246590003	Tumor	0.0
CPT0163790003	Tumor	0.0
CPT0237640003	Normal	0.0
CPT0226440003	Tumor	0.0
CPT0087820003	Tumor	0.0
CPT0226270003	Normal	0.0
CPT0008630003	Tumor	0.0
CPT0235460003	Tumor	0.0
CPT0169640003	Tumor	0.0
CPT0222200003	Normal	0.0
CPT0226390003	Tumor	0.0
CPT0237130004	Tumor	0.0
CPT0261520003	Tumor	0.0
CPT0088410003	Tumor	0.0
CPT0243140004	Normal	0.0
CPT0226090003	Normal	0.0
CPT0163800003	Normal	0.0
CPT0222360003	Tumor	0.0
CPT0013430003	Tumor	0.0
CPT0196060003	Normal	0.0
CPT0163480003	Tumor	0.0
CPT0123260003	Tumor	0.0
CPT0013210004	Tumor	0.0
CPT0245010003	Tumor	0.0
CPT0194260003	Normal	0.0
CPT0011320003	Normal	0.0
CPT0163530003	Tumor	0.0
CPT0223460003	Normal	0.0
CPT0123190003	Normal	0.0
CPT0245180003	Tumor	-0.1
CPT0095040003	Tumor	-0.1
CPT0199890003	Normal	-0.1
CPT0222180003	Tumor	-0.1
CPT0013000004	Tumor	-0.1
C3N-00857-05	Normal	-0.1
CPT0169730003	Tumor	-0.1
CPT0245190003	Normal	-0.1
CPT0127050003	Tumor	-0.1
CPT0245450003	Tumor	-0.1
CPT0245500003	Tumor	-0.1
CPT0088430003	Normal	-0.1
CPT0196210003	Tumor	-0.1
CPT0226130003	Tumor	-0.1
CPT0199830003	Normal	-0.1
CPT0163250003	Normal	-0.1
CPT0237150003	Normal	-0.1
CPT0207870004	Tumor	-0.1
CPT0199880003	Tumor	-0.1
CPT0245730003	Tumor	-0.1
CPT0248330003	Tumor	-0.1
CPT0184530003	Tumor	-0.1
CPT0094420004	Tumor	-0.1
CPT0199820003	Tumor	-0.1
CPT0235470002	Normal	-0.1
CPT0088080003	Normal	-0.1
CPT0250310003	Tumor	-0.1
CPT0244890004	Tumor	-0.1
CPT0194960003	Tumor	-0.1
CPT0163340003	Tumor	-0.1
CPT0241980004	Tumor	-0.1
CPT0123280003	Normal	-0.1
CPT0163740003	Tumor	-0.1
CPT0094490004	Tumor	-0.1
CPT0163600003	Tumor	-0.2
CPT0177200003	Tumor	-0.2
CPT0195700003	Normal	-0.2
CPT0245550003	Tumor	-0.2
CPT0236850004	Tumor	-0.2
CPT0194790003	Tumor	-0.2
CPT0246540003	Tumor	-0.2
CPT0084650004	Normal	-0.2
CPT0177010003	Tumor	-0.2
CPT0201830004	Tumor	-0.2
CPT0245130003	Tumor	-0.2
CPT0195860003	Tumor	-0.2
CPT0008930003	Tumor	-0.2
CPT0237620004	Tumor	-0.2
CPT0024810003	Tumor	-0.2
CPT0226030003	Tumor	-0.2
CPT0195680003	Tumor	-0.2
CPT0013250003	Normal	-0.2
CPT0245140003	Normal	-0.2
CPT0163720003	Normal	-0.2
CPT0163410003	Tumor	-0.3
CPT0163090003	Tumor	-0.3
CPT0220620003	Normal	-0.3
CPT0195880003	Normal	-0.3
CPT0246620003	Tumor	-0.3
CPT0084630009	Tumor	-0.3
CPT0177390003	Tumor	-0.3
CPT0242000004	Normal	-0.3
CPT0094280004	Tumor	-0.3
CPT0229220002	Normal	-0.3
CPT0196040003	Tumor	-0.3
CPT0194800003	Normal	-0.4
CPT0245230004	Tumor	-0.4
CPT0226250004	Tumor	-0.4
CPT0245680003	Tumor	-0.4
CPT0169920003	Normal	-0.4
CPT0163160003	Tumor	-0.4
CPT0162890003	Tumor	-0.5
CPT0013030003	Normal	-0.5
CPT0243090003	Tumor	-0.5
CPT0245350003	Tumor	-0.8
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 HPA003365	Antibody HPA055361
Staining
High
Medium
Low
Not detected
Intensity
Strong
Moderate
Weak
Negative
Quantity
>75%
75%-25%
<25%
None
Location
Nuclear
Cytoplasmic/membranous
Cytoplasmic/membranous,nuclear
None
Squamous cell carcinoma, NOS
Neoplasm, malignant, NOS
Adenocarcinoma, NOS