Expression of ALDOA 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

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 1809.19

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

1668.3

Number of samples

492

Samples

Sample	Description	pTPM
TCGA-CN-6995-01A	78 years, male, white, stage:Stage IVA, dead, 112 days	4503.0
TCGA-CV-7100-01A	66 years, male, white, stage:Stage III, dead, 274 days	3893.1
TCGA-CV-6961-01A	61 years, male, white, stage:Stage II, dead, 76 days	3812.6
TCGA-CR-5247-01A	48 years, male, black or african american, stage:'--, alive, 358 days	3778.9
TCGA-CN-6022-01A	49 years, male, white, stage:Stage IVA, dead, 281 days	3718.3
TCGA-CV-5439-01A	62 years, male, white, stage:Stage IVA, dead, 546 days	3566.6
TCGA-CQ-5324-01A	59 years, male, white, stage:Stage III, alive, 1593 days	3477.9
TCGA-T3-A92N-01A	79 years, male, black or african american, stage:Stage IVA, dead, 95 days	3466.8
TCGA-HD-7832-01A	52 years, male, white, stage:Stage IVA, alive, 836 days	3402.8
TCGA-CV-5435-01A	57 years, male, white, stage:Stage IVA, dead, 2319 days	3334.4
TCGA-CQ-6228-01A	71 years, female, white, stage:Stage IVA, dead, 456 days	3307.5
TCGA-CN-A6V7-01A	40 years, male, white, stage:Stage IVA, alive, 594 days	3259.6
TCGA-CV-7437-01A	77 years, male, stage:Stage II, dead, 506 days	3245.6
TCGA-KU-A6H8-01A	41 years, male, white, stage:Stage IVA, dead, 327 days	3185.4
TCGA-BA-A4IF-01A	59 years, male, white, stage:'--, alive, 895 days	3160.0
TCGA-CR-6478-01A	66 years, female, white, stage:'--, dead, 183 days	3099.5
TCGA-DQ-7588-01A	66 years, male, white, stage:'--, dead, 427 days	3098.1
TCGA-CV-6941-01A	51 years, male, white, stage:Stage III, dead, 342 days	3020.2
TCGA-CV-7255-01A	32 years, female, white, stage:Stage IVA, dead, 64 days	3017.5
TCGA-CN-6997-01A	66 years, male, white, stage:Stage IVA, dead, 988 days	2982.8
TCGA-CV-6962-01A	65 years, male, white, stage:Stage IVA, dead, 126 days	2960.9
TCGA-CV-7253-01A	58 years, male, black or african american, stage:Stage IVA, dead, 361 days	2957.5
TCGA-CR-7370-01A	72 years, female, white, stage:'--, alive, 105 days	2916.0
TCGA-CR-6493-01A	69 years, male, black or african american, stage:Stage IVA, dead, 282 days	2866.8
TCGA-RS-A6TP-01A	58 years, male, white, stage:Stage II, alive, 516 days	2805.1
TCGA-CN-6994-01A	67 years, male, white, stage:Stage IVA, alive, 1183 days	2804.3
TCGA-CN-4723-01A	67 years, male, white, stage:Stage IVA, alive, 1699 days	2777.6
TCGA-UF-A7JF-01A	80 years, male, white, stage:Stage IVA, alive, 1686 days	2774.3
TCGA-CR-6472-01A	59 years, male, white, stage:'--, alive, 1050 days	2763.5
TCGA-QK-A6VB-01A	66 years, male, white, stage:Stage IVA, alive, 641 days	2757.5
TCGA-BA-5555-01A	54 years, male, black or african american, stage:Stage IVA, alive, 520 days	2729.3
TCGA-CV-5979-01A	26 years, male, white, stage:Stage IVA, alive, 1315 days	2719.9
TCGA-CR-6481-01A	47 years, male, white, stage:'--, alive, 311 days	2698.7
TCGA-CV-6003-01A	50 years, female, white, stage:Stage III, alive, 1665 days	2693.6
TCGA-CV-7177-01A	82 years, female, white, stage:Stage II, dead, 663 days	2666.7
TCGA-CV-6935-01A	67 years, male, white, stage:Stage IVA, dead, 295 days	2582.0
TCGA-CN-4731-01A	63 years, female, white, stage:Stage IVA, dead, 998 days	2568.7
TCGA-CV-6937-01A	71 years, male, white, stage:Stage II, dead, 624 days	2558.2
TCGA-CV-7097-01A	53 years, male, white, stage:Stage II, dead, 385 days	2556.5
TCGA-CV-5440-01A	52 years, male, white, stage:Stage IVA, alive, 3270 days	2555.4
TCGA-CQ-A4CG-01A	78 years, female, white, stage:Stage III, dead, 430 days	2532.2
TCGA-CN-6018-01A	85 years, female, white, stage:Stage IVA, dead, 580 days	2528.8
TCGA-CN-4730-01A	62 years, male, white, stage:Stage IVA, alive, 817 days	2512.1
TCGA-CR-6477-01A	56 years, female, white, stage:'--, alive, 514 days	2501.8
TCGA-CN-6992-01A	61 years, male, white, stage:Stage IVA, alive, 1066 days	2501.3
TCGA-BB-A6UM-01A	52 years, male, white, stage:Stage III, alive, 393 days	2500.9
TCGA-CQ-6220-01A	69 years, male, white, stage:Stage III, dead, 985 days	2494.7
TCGA-CN-5364-01A	55 years, male, white, stage:Stage IVA, dead, 493 days	2493.0
TCGA-P3-A6T0-01A	47 years, female, white, stage:Stage IVA, alive, 578 days	2491.4
TCGA-QK-A6V9-01A	56 years, male, white, stage:Stage II, alive, 833 days	2491.1
TCGA-D6-6517-01A	59 years, male, white, stage:Stage III, alive, 292 days	2488.5
TCGA-CR-7398-01A	53 years, female, white, stage:Stage II, alive, 156 days	2480.7
TCGA-BA-4076-01A	39 years, male, white, stage:'--, dead, 415 days	2474.4
TCGA-CN-6013-01A	56 years, male, white, stage:Stage IVA, dead, 727 days	2434.7
TCGA-T2-A6WX-01A	73 years, female, white, stage:'--, dead, 209 days	2434.4
TCGA-CV-7423-01A	65 years, male, white, stage:Stage II, dead, 3059 days	2427.6
TCGA-CR-7404-01A	53 years, male, white, stage:'--, alive, 1472 days	2415.3
TCGA-CN-A49A-01A	60 years, male, white, stage:Stage IVB, dead, 526 days	2411.4
TCGA-CN-4738-01A	53 years, male, white, stage:Stage IVA, dead, 436 days	2404.5
TCGA-CR-5249-01A	35 years, female, white, stage:Stage II, alive, 1152 days	2404.4
TCGA-T2-A6X0-01A	49 years, male, white, stage:'--, alive, 216 days	2383.7
TCGA-P3-A6T5-01A	79 years, female, white, stage:Stage IVA, dead, 882 days	2380.6
TCGA-CV-5971-01A	60 years, male, white, stage:Stage IVA, alive, 701 days	2375.5
TCGA-CV-7432-01A	79 years, male, white, stage:Stage II, dead, 2570 days	2357.8
TCGA-CN-4735-01A	52 years, male, white, stage:Stage IVA, alive, 1737 days	2350.7
TCGA-UF-A718-01A	62 years, male, white, stage:Stage IVA, alive, 1971 days	2346.7
TCGA-BA-A4IG-01A	77 years, male, white, stage:'--, alive, 855 days	2334.5
TCGA-CN-4734-01A	70 years, male, white, stage:Stage II, alive, 1690 days	2333.7
TCGA-CV-6936-01A	68 years, male, white, stage:Stage IVA, dead, 166 days	2333.6
TCGA-CN-4736-01A	70 years, female, white, stage:'--, dead, 395 days	2324.5
TCGA-CN-4727-01A	56 years, male, white, stage:Stage IVA, alive, 1560 days	2313.7
TCGA-CV-6933-01A	53 years, male, white, stage:Stage III, dead, 2741 days	2311.3
TCGA-CR-7380-01A	58 years, male, white, stage:Stage IVB, dead, 606 days	2305.7
TCGA-CR-7385-01A	42 years, male, white, stage:'--, alive, 997 days	2296.6
TCGA-CV-7430-01A	56 years, male, white, stage:Stage IVA, dead, 495 days	2294.7
TCGA-CN-6011-01A	57 years, male, white, stage:Stage IVA, alive, 933 days	2292.7
TCGA-CN-5361-01A	80 years, male, white, stage:Stage IVA, dead, 2120 days	2288.0
TCGA-CV-5977-01A	66 years, male, white, stage:Stage IVA, alive, 1840 days	2279.0
TCGA-CN-6024-01A	66 years, male, white, stage:Stage IVA, dead, 337 days	2271.8
TCGA-CX-7082-01A	82 years, male, white, stage:Stage IVA, dead, 11 days	2266.8
TCGA-UF-A71E-01A	63 years, male, white, stage:Stage IVA, dead, 1504 days	2264.2
TCGA-BA-6869-01A	62 years, male, white, stage:Stage III, alive, 644 days	2248.0
TCGA-CV-6441-01A	60 years, male, white, stage:Stage III, dead, 292 days	2233.2
TCGA-CR-7399-01A	60 years, female, white, stage:Stage IVA, alive, 181 days	2215.6
TCGA-BA-5557-01A	41 years, female, stage:Stage III, alive, 623 days	2214.2
TCGA-CV-7433-01A	49 years, male, white, stage:Stage IVA, dead, 601 days	2200.7
TCGA-CR-7402-01A	68 years, male, white, stage:'--, alive, 911 days	2199.4
TCGA-CV-5434-01A	60 years, male, black or african american, stage:Stage IVA, dead, 3314 days	2193.7
TCGA-CQ-6222-01A	63 years, male, white, stage:Stage IVA, alive, 2016 days	2184.6
TCGA-H7-8502-01A	50 years, male, white, stage:Stage IVA, alive, 458 days	2184.6
TCGA-CR-5243-01A	51 years, male, white, stage:'--, alive, 2562 days	2182.6
TCGA-HD-A633-01A	74 years, male, white, stage:Stage IVA, alive, 421 days	2152.7
TCGA-CQ-6225-01A	65 years, male, white, stage:Stage III, dead, 403 days	2152.6
TCGA-CN-6020-01A	58 years, male, black or african american, stage:Stage III, dead, 205 days	2152.4
TCGA-BA-A4II-01A	46 years, male, white, stage:Stage II, alive, 918 days	2152.0
TCGA-CN-6998-01A	53 years, male, white, stage:Stage IVA, dead, 357 days	2151.1
TCGA-HD-8224-01A	63 years, male, white, stage:Stage IVA, dead, 446 days	2147.8
TCGA-CV-7428-01A	47 years, male, white, stage:Stage IVA, dead, 1671 days	2141.8
TCGA-CR-7367-01A	52 years, male, white, stage:Stage IVA, alive, 1440 days	2130.0
TCGA-UF-A7JH-01A	59 years, male, black or african american, stage:Stage IVA, alive, 896 days	2127.2
TCGA-CV-7104-01A	61 years, female, white, stage:Stage IVA, dead, 393 days	2113.1
TCGA-CV-7099-01A	85 years, female, white, stage:Stage II, dead, 243 days	2111.2
TCGA-CV-7247-01A	55 years, male, white, stage:Stage III, dead, 577 days	2108.1
TCGA-CN-A499-01A	60 years, female, white, stage:Stage II, alive, 717 days	2106.8
TCGA-CN-A497-01A	63 years, male, stage:Stage III, alive, 1065 days	2097.7
TCGA-BA-5556-01A	58 years, female, white, stage:Stage II, alive, 725 days	2093.4
TCGA-CV-7095-01A	87 years, female, stage:Stage II, dead, 572 days	2091.3
TCGA-DQ-5629-01A	64 years, male, white, stage:'--, dead, 941 days	2091.1
TCGA-CR-6491-01A	60 years, male, black or african american, stage:Stage IVA, alive, 693 days	2077.9
TCGA-UF-A7JO-01A	79 years, female, white, stage:Stage IVA, dead, 631 days	2076.4
TCGA-CN-6012-01A	66 years, male, white, stage:Stage IVA, alive, 1460 days	2074.4
TCGA-HD-7229-01A	60 years, male, white, stage:Stage IVA, alive, 1027 days	2071.1
TCGA-CN-5359-01A	59 years, male, white, stage:Stage IVA, dead, 377 days	2061.2
TCGA-CR-7365-01A	60 years, male, white, stage:Stage IVA, alive, 1191 days	2061.0
TCGA-BA-6873-01A	28 years, male, white, stage:Stage IVA, alive, 122 days	2055.3
TCGA-D6-6516-01A	69 years, male, white, stage:Stage I, alive, 773 days	2045.3
TCGA-CN-A498-01A	61 years, female, white, stage:Stage III, dead, 773 days	2034.6
TCGA-UF-A7JA-01A	66 years, female, white, stage:Stage IVA, alive, 2265 days	2034.2
TCGA-CV-7415-01A	60 years, male, white, stage:Stage IVA, dead, 695 days	2031.2
TCGA-CN-6010-01A	53 years, male, white, stage:Stage IVA, alive, 1523 days	2022.0
TCGA-CV-7418-01A	62 years, male, black or african american, stage:Stage IVA, dead, 789 days	2005.3
TCGA-CN-5370-01A	78 years, male, white, stage:Stage III, dead, 259 days	2003.1
TCGA-BA-A8YP-01A	50 years, male, black or african american, stage:Stage IVB, alive, 499 days	1998.4
TCGA-IQ-7630-01A	49 years, male, white, stage:Stage II, alive, 485 days	1994.5
TCGA-CV-7414-01A	78 years, male, white, stage:Stage IVA, dead, 14 days	1994.0
TCGA-CN-A63W-01A	48 years, female, white, stage:Stage IVA, dead, 377 days	1990.2
TCGA-CV-6940-01A	80 years, female, white, stage:Stage III, dead, 804 days	1987.5
TCGA-BB-A5HU-01A	47 years, male, white, stage:Stage IVA, alive, 782 days	1985.7
TCGA-D6-8569-01A	52 years, male, white, stage:Stage II, alive, 770 days	1981.4
TCGA-CR-7379-01A	78 years, female, white, stage:Stage IVA, alive, 1036 days	1980.3
TCGA-CV-7413-01A	74 years, female, white, stage:Stage II, dead, 294 days	1975.9
TCGA-CR-7373-01A	66 years, male, white, stage:Stage IVA, alive, 889 days	1972.9
TCGA-CQ-5332-01A	87 years, male, white, stage:Stage III, dead, 317 days	1959.5
TCGA-CQ-A4C6-01A	63 years, male, asian, stage:Stage II, alive, 1353 days	1956.2
TCGA-CV-6959-01A	48 years, male, white, stage:Stage III, dead, 256 days	1953.5
TCGA-CQ-5327-01A	61 years, female, asian, stage:Stage IVA, alive, 1660 days	1953.4
TCGA-CQ-A4CI-01A	73 years, male, white, stage:Stage III, alive, 950 days	1953.1
TCGA-CV-7422-01A	60 years, female, white, stage:Stage IVA, dead, 1037 days	1952.8
TCGA-CN-4725-01A	60 years, male, white, stage:Stage II, alive, 1157 days	1949.0
TCGA-CV-7440-01A	38 years, male, white, stage:Stage II, dead, 675 days	1944.3
TCGA-CR-6480-01A	53 years, male, white, stage:'--, alive, 362 days	1943.1
TCGA-CV-6960-01A	49 years, male, black or african american, stage:Stage III, dead, 862 days	1940.1
TCGA-CQ-5323-01A	82 years, male, white, stage:Stage I, alive, 1466 days	1929.0
TCGA-CV-7252-01A	62 years, female, black or african american, stage:Stage IVA, dead, 151 days	1928.6
TCGA-CV-6938-01A	87 years, male, white, stage:Stage II, dead, 144 days	1925.5
TCGA-CN-6016-01A	64 years, male, white, stage:Stage IVA, alive, 1443 days	1918.8
TCGA-CN-6996-01A	58 years, female, white, stage:Stage IVA, dead, 530 days	1918.7
TCGA-CV-7245-01A	62 years, male, white, stage:Stage IVA, alive, 797 days	1917.2
TCGA-CN-A49C-01A	67 years, male, white, stage:'--, alive, 645 days	1914.8
TCGA-CV-A464-01A	48 years, male, white, stage:Stage III, alive, 1722 days	1905.0
TCGA-CV-5444-01A	64 years, male, black or african american, stage:Stage IVA, alive, 2437 days	1903.4
TCGA-UF-A71B-01A	50 years, male, white, stage:Stage IVA, alive, 1506 days	1899.0
TCGA-CN-6989-01A	64 years, male, white, stage:Stage IVA, dead, 980 days	1898.8
TCGA-CN-A49B-01A	71 years, male, white, stage:Stage III, alive, 904 days	1892.7
TCGA-CN-6988-01A	47 years, male, white, stage:Stage IVA, alive, 318 days	1890.0
TCGA-CV-A45U-01A	59 years, male, white, stage:Stage IVA, dead, 1079 days	1890.0
TCGA-WA-A7GZ-01A	58 years, male, white, stage:'--, dead, 625 days	1867.3
TCGA-CR-7371-01A	45 years, female, white, stage:Stage III, dead, 94 days	1866.0
TCGA-UF-A71A-01A	67 years, male, white, stage:Stage IVA, dead, 86 days	1864.4
TCGA-CV-7407-01A	67 years, female, white, stage:Stage II, dead, 1081 days	1863.5
TCGA-IQ-A6SH-01A	55 years, male, black or african american, stage:Stage III, alive, 471 days	1857.7
TCGA-F7-8489-01A	48 years, male, white, stage:Stage II, alive, 658 days	1851.5
TCGA-BA-5153-01A	51 years, male, white, stage:'--, dead, 1762 days	1841.8
TCGA-CV-6934-01A	66 years, female, white, stage:Stage IVA, dead, 65 days	1837.0
TCGA-P3-A6T3-01A	49 years, male, white, stage:Stage IVA, dead, 577 days	1834.0
TCGA-CN-5374-01A	56 years, female, white, stage:Stage IVA, dead, 1732 days	1833.7
TCGA-CV-5966-01A	63 years, female, white, stage:Stage IVA, dead, 545 days	1832.0
TCGA-DQ-5625-01A	52 years, female, white, stage:'--, dead, 1133 days	1821.1
TCGA-HD-8635-01A	61 years, female, white, stage:Stage III, alive, 695 days	1819.6
TCGA-CV-6945-01A	41 years, male, white, stage:Stage IVA, dead, 366 days	1812.7
TCGA-QK-A64Z-01A	79 years, female, white, stage:Stage IVA, dead, 641 days	1811.9
TCGA-CV-7261-01A	57 years, male, white, stage:Stage IVA, alive, 1512 days	1806.5
TCGA-CV-7091-01A	54 years, male, white, stage:Stage I, alive, 3381 days	1805.2
TCGA-CV-7429-01A	55 years, male, white, stage:Stage IVA, dead, 107 days	1800.6
TCGA-CV-6948-01A	79 years, female, white, stage:Stage IVB, dead, 1289 days	1790.1
TCGA-CV-5441-01A	58 years, male, white, stage:Stage IVA, alive, 2886 days	1784.5
TCGA-IQ-A6SG-01A	61 years, female, white, stage:Stage III, alive, 579 days	1773.6
TCGA-BA-A6DE-01A	70 years, female, white, stage:Stage II, alive, 440 days	1773.5
TCGA-CQ-6219-01A	50 years, female, white, stage:Stage IVA, dead, 479 days	1768.6
TCGA-CQ-7069-01A	77 years, female, white, stage:Stage II, alive, 1274 days	1767.9
TCGA-CN-5365-01A	38 years, male, white, stage:Stage IVB, dead, 351 days	1761.5
TCGA-CQ-7068-01A	80 years, female, white, stage:Stage II, alive, 1309 days	1758.1
TCGA-CQ-A4CB-01A	59 years, male, stage:Stage III, alive, 893 days	1757.9
TCGA-HD-8314-01A	58 years, male, white, stage:Stage III, alive, 670 days	1757.6
TCGA-CV-A460-01A	72 years, male, white, stage:'--, dead, 1838 days	1753.9
TCGA-CN-5363-01A	48 years, male, black or african american, stage:Stage IVB, dead, 253 days	1750.6
TCGA-CN-6017-01A	55 years, male, white, stage:Stage IVA, dead, 853 days	1749.9
TCGA-F7-8298-01A	58 years, male, white, stage:Stage I, alive, 995 days	1734.4
TCGA-BB-4228-01A	50 years, male, white, stage:Stage III, alive, 559 days	1733.0
TCGA-CV-7235-01A	67 years, male, white, stage:Stage II, alive, 2347 days	1729.5
TCGA-CR-7383-01A	79 years, female, white, stage:Stage I, dead, 521 days	1727.8
TCGA-D6-6823-01A	50 years, male, white, stage:Stage II, alive, 701 days	1726.6
TCGA-CV-6951-01A	57 years, male, white, stage:Stage IVA, dead, 915 days	1725.8
TCGA-CV-7411-01A	64 years, female, white, stage:Stage IVA, dead, 2717 days	1718.9
TCGA-BA-5558-01A	65 years, male, white, stage:'--, alive, 1995 days	1717.2
TCGA-CV-5432-01A	68 years, male, white, stage:Stage III, alive, 3930 days	1715.4
TCGA-CQ-6224-01A	52 years, male, white, stage:Stage IVA, alive, 1721 days	1713.9
TCGA-CV-A461-01A	65 years, male, white, stage:'--, dead, 2064 days	1708.3
TCGA-CR-7390-01A	67 years, male, white, stage:Stage IVA, alive, 1508 days	1707.9
TCGA-BA-5559-01A	71 years, male, white, stage:'--, dead, 2083 days	1699.3
TCGA-CR-7401-01A	64 years, male, white, stage:Stage I, alive, 1077 days	1696.3
TCGA-UF-A7JD-01A	71 years, male, stage:Stage IVA, dead, 739 days	1694.2
TCGA-CN-A6V3-01A	61 years, male, white, stage:Stage IVA, alive, 742 days	1689.2
TCGA-CV-7090-01A	39 years, male, white, stage:Stage II, alive, 5252 days	1683.4
TCGA-CQ-5334-01A	87 years, male, white, stage:Stage IVA, dead, 129 days	1683.0
TCGA-CV-7236-01A	77 years, female, white, stage:Stage IVA, dead, 144 days	1671.2
TCGA-BB-4227-01A	66 years, male, white, stage:Stage IVA, alive, 134 days	1667.8
TCGA-CV-7435-01A	57 years, female, white, stage:Stage IVA, dead, 4680 days	1661.0
TCGA-HD-7831-01A	74 years, male, white, stage:Stage IVA, alive, 667 days	1653.6
TCGA-BA-6872-01A	47 years, male, white, stage:'--, dead, 384 days	1650.1
TCGA-IQ-7631-01A	60 years, female, white, stage:Stage II, alive, 1172 days	1649.3
TCGA-CR-7368-01A	54 years, male, white, stage:Stage IVA, alive, 1245 days	1647.6
TCGA-CV-7421-01A	76 years, male, white, stage:Stage IVA, dead, 2 days	1642.0
TCGA-P3-A6SX-01A	67 years, male, white, stage:Stage III, dead, 1430 days	1638.1
TCGA-CR-7386-01A	69 years, male, white, stage:Stage IVA, alive, 1430 days	1631.3
TCGA-BB-8601-01A	84 years, male, black or african american, stage:Stage III, alive, 624 days	1622.0
TCGA-C9-A47Z-01A	72 years, female, asian, stage:Stage III, dead, 191 days	1618.1
TCGA-CN-5360-01A	68 years, male, white, stage:Stage IVA, alive, 2169 days	1612.8
TCGA-UF-A7J9-01A	75 years, male, white, stage:Stage IVA, alive, 1358 days	1611.2
TCGA-CV-7427-01A	73 years, female, white, stage:Stage II, dead, 4760 days	1610.7
TCGA-CR-6473-01A	68 years, male, white, stage:'--, alive, 1125 days	1609.8
TCGA-CN-4741-01A	75 years, male, white, stage:Stage IVA, alive, 2239 days	1608.8
TCGA-BA-A6DD-01A	44 years, male, black or african american, stage:Stage IVA, dead, 173 days	1608.0
TCGA-CV-7089-01A	74 years, male, white, stage:Stage IVA, dead, 1972 days	1603.3
TCGA-HD-8634-01A	51 years, female, white, stage:Stage I, dead, 385 days	1603.2
TCGA-TN-A7HL-01A	59 years, male, white, stage:Stage IVA, alive, 619 days	1597.2
TCGA-CV-A45V-01A	87 years, female, white, stage:Stage IVA, dead, 32 days	1596.9
TCGA-CR-7377-01A	58 years, male, white, stage:Stage IVA, dead, 279 days	1588.8
TCGA-CV-7406-01A	49 years, male, white, stage:Stage II, dead, 1748 days	1588.6
TCGA-CR-7389-01A	55 years, male, black or african american, stage:'--, alive, 392 days	1587.4
TCGA-CV-A6JZ-01A	68 years, male, white, stage:Stage II, alive, 714 days	1585.5
TCGA-CV-6955-01A	74 years, female, white, stage:Stage II, dead, 334 days	1582.1
TCGA-UP-A6WW-01A	58 years, male, white, stage:'--, alive, 518 days	1580.8
TCGA-CN-6023-01A	73 years, male, white, stage:Stage IVA, alive, 1584 days	1579.3
TCGA-HD-7754-01A	69 years, male, white, stage:Stage IVA, alive, 783 days	1577.7
TCGA-D6-8568-01A	62 years, male, white, stage:Stage II, alive, 759 days	1575.6
TCGA-CV-7178-01A	64 years, female, white, stage:Stage IVA, dead, 2166 days	1574.0
TCGA-CV-7263-01A	64 years, male, black or african american, stage:Stage II, dead, 560 days	1573.8
TCGA-CV-7242-01A	60 years, female, white, stage:Stage II, alive, 1095 days	1569.8
TCGA-P3-A6T2-01A	45 years, male, white, stage:Stage IVA, alive, 2298 days	1568.2
TCGA-UF-A7JV-01A	62 years, female, white, stage:Stage IVA, dead, 90 days	1566.7
TCGA-D6-6826-01A	64 years, female, white, stage:Stage IVA, dead, 348 days	1565.6
TCGA-CN-A642-01A	57 years, male, white, stage:Stage IVB, dead, 82 days	1564.3
TCGA-BA-A6DI-01A	62 years, male, black or african american, stage:'--, dead, 336 days	1560.9
TCGA-CR-5248-01A	53 years, male, white, stage:'--, alive, 1663 days	1558.6
TCGA-CV-7103-01A	49 years, male, white, stage:Stage IVA, dead, 1591 days	1558.0
TCGA-CV-5976-01A	50 years, male, white, stage:Stage IVA, alive, 1478 days	1557.2
TCGA-CR-7369-01A	59 years, male, white, stage:Stage IVA, dead, 1090 days	1555.6
TCGA-D6-A4Z9-01A	59 years, male, white, stage:Stage IVA, alive, 539 days	1554.0
TCGA-QK-A6VC-01A	62 years, female, black or african american, stage:Stage IVA, alive, 600 days	1553.8
TCGA-CV-5978-01A	53 years, female, black or african american, stage:Stage IVB, dead, 215 days	1552.3
TCGA-CN-4728-01A	56 years, male, white, stage:Stage IVA, alive, 1724 days	1551.4
TCGA-HL-7533-01A	65 years, male, white, stage:'--, alive, 1057 days	1546.9
TCGA-MT-A7BN-01A	74 years, male, white, stage:Stage IVA, alive, 469 days	1546.5
TCGA-CN-4722-01A	61 years, female, white, stage:Stage II, alive, 1483 days	1545.4
TCGA-CQ-5333-01A	74 years, male, white, stage:Stage II, dead, 341 days	1543.3
TCGA-CV-7410-01A	61 years, male, white, stage:Stage III, dead, 6417 days	1542.8
TCGA-CN-6019-01A	61 years, male, white, stage:Stage IVA, alive, 1038 days	1542.2
TCGA-MT-A51W-01A	52 years, female, white, stage:Stage I, alive, 437 days	1541.5
TCGA-D6-A4ZB-01A	61 years, male, white, stage:Stage III, alive, 376 days	1540.7
TCGA-CQ-5330-01A	69 years, female, white, stage:Stage IVA, alive, 1897 days	1539.8
TCGA-T3-A92M-01A	52 years, male, black or african american, stage:Stage IVA, alive, 417 days	1532.6
TCGA-BA-4075-01A	49 years, male, black or african american, stage:Stage III, dead, 283 days	1530.9
TCGA-CQ-A4C7-01A	88 years, male, white, stage:Stage III, dead, 353 days	1523.1
TCGA-CV-7102-01A	76 years, female, white, stage:Stage IVA, dead, 56 days	1516.2
TCGA-QK-A6II-01A	52 years, male, white, stage:Stage IVA, dead, 284 days	1514.0
TCGA-D6-6825-01A	73 years, male, white, stage:Stage I, alive, 491 days	1512.4
TCGA-CV-6953-01A	80 years, female, white, stage:Stage III, dead, 1641 days	1512.2
TCGA-CV-A6K2-01A	79 years, male, white, stage:Stage IVA, dead, 317 days	1510.0
TCGA-CR-6492-01A	78 years, male, white, stage:Stage III, alive, 479 days	1507.7
TCGA-CN-5367-01A	60 years, female, white, stage:Stage IVA, dead, 352 days	1506.8
TCGA-CV-7238-01A	69 years, female, white, stage:Stage II, alive, 2727 days	1504.0
TCGA-CV-5443-01A	63 years, male, black or african american, stage:Stage III, alive, 2784 days	1501.1
TCGA-QK-A8Z8-01A	60 years, female, black or african american, stage:Stage IVC, dead, 171 days	1495.5
TCGA-CQ-7063-01A	59 years, female, white, stage:Stage I, alive, 2133 days	1494.2
TCGA-UF-A7JK-01A	59 years, male, stage:Stage IVA, dead, 424 days	1494.2
TCGA-H7-7774-01A	75 years, female, white, stage:Stage IVA, alive, 407 days	1493.7
TCGA-CN-A6UY-01A	57 years, male, white, stage:Stage IVA, alive, 713 days	1492.0
TCGA-P3-A6T8-01A	54 years, male, white, stage:Stage IVA, alive, 400 days	1491.9
TCGA-QK-A8ZA-01A	60 years, male, black or african american, stage:'--, dead, 371 days	1490.5
TCGA-CV-A6JY-01A	69 years, male, white, stage:Stage IVA, alive, 646 days	1489.5
TCGA-CV-6950-01A	64 years, male, white, stage:Stage IVA, dead, 459 days	1488.2
TCGA-HD-A4C1-01A	41 years, female, black or african american, stage:Stage IVA, alive, 11 days	1485.0
TCGA-IQ-A61E-01A	55 years, female, white, stage:Stage III, alive, 1147 days	1484.8
TCGA-CR-7364-01A	66 years, male, white, stage:Stage III, alive, 1435 days	1478.0
TCGA-CN-5373-01A	55 years, female, white, stage:Stage I, alive, 1584 days	1476.9
TCGA-CV-7434-01A	64 years, male, white, stage:Stage IVA, dead, 218 days	1473.0
TCGA-DQ-5631-01A	52 years, male, white, stage:'--, dead, 548 days	1471.8
TCGA-CV-7568-01A	48 years, female, white, stage:Stage IVA, dead, 927 days	1471.5
TCGA-F7-A61W-01A	51 years, male, asian, stage:Stage IVA, alive, 14 days	1471.3
TCGA-CN-5355-01A	64 years, male, black or african american, stage:Stage IVA, alive, 1278 days	1469.5
TCGA-BB-A5HY-01A	64 years, male, white, stage:Stage IVA, dead, 321 days	1468.4
TCGA-CR-6467-01A	59 years, male, white, stage:Stage III, alive, 1777 days	1463.2
TCGA-CV-7250-01A	64 years, male, white, stage:Stage IVA, dead, 2900 days	1462.0
TCGA-CN-4729-01A	73 years, male, white, stage:Stage III, alive, 392 days	1459.3
TCGA-F7-A623-01A	70 years, male, white, stage:Stage IVA, alive, 616 days	1449.1
TCGA-UF-A7JT-01A	72 years, female, white, stage:Stage IVA, dead, 993 days	1446.4
TCGA-CV-7416-01A	29 years, female, white, stage:Stage IVA, dead, 763 days	1446.1
TCGA-CX-7086-01A	53 years, male, black or african american, stage:Stage III, alive, 573 days	1443.8
TCGA-CV-A465-01A	24 years, male, white, stage:Stage III, dead, 215 days	1443.6
TCGA-CR-7395-01A	80 years, female, white, stage:Stage II, alive, 930 days	1442.8
TCGA-DQ-7592-01A	57 years, male, american indian or alaska native, stage:'--, alive, 1143 days	1440.4
TCGA-CV-7183-01A	53 years, male, white, stage:Stage II, alive, 3981 days	1438.2
TCGA-H7-8501-01A	54 years, male, white, stage:Stage IVA, alive, 461 days	1437.3
TCGA-CR-6471-01A	58 years, male, white, stage:Stage IVA, dead, 1202 days	1435.7
TCGA-BA-6871-01A	75 years, male, white, stage:'--, dead, 108 days	1435.2
TCGA-BB-4217-01A	68 years, male, black or african american, stage:Stage IVA, alive, 187 days	1434.0
TCGA-CV-6433-01A	57 years, male, white, stage:Stage II, alive, 641 days	1432.8
TCGA-HD-A6HZ-01A	79 years, female, white, stage:Stage III, alive, 111 days	1432.0
TCGA-D6-A74Q-01A	67 years, male, white, stage:Stage IVA, alive, 710 days	1430.1
TCGA-MZ-A6I9-01A	68 years, male, white, stage:'--, dead, 489 days	1430.0
TCGA-F7-A61V-01A	54 years, male, white, stage:Stage II, alive, 759 days	1428.5
TCGA-KU-A66T-01A	53 years, female, white, stage:Stage IVA, alive, 552 days	1424.6
TCGA-CV-5442-01A	76 years, female, white, stage:Stage IVA, alive, 2327 days	1424.4
TCGA-BA-A6DJ-01A	62 years, male, asian, stage:Stage IVA, dead, 407 days	1421.7
TCGA-UF-A7JC-01A	42 years, male, white, stage:Stage IVA, dead, 546 days	1418.9
TCGA-CN-6021-01A	63 years, female, white, stage:'--, dead, 276 days	1417.5
TCGA-MT-A51X-01A	30 years, male, white, stage:Stage IVA, alive, 242 days	1417.1
TCGA-BB-4223-01A	48 years, male, white, stage:Stage IVA, alive, 3221 days	1416.5
TCGA-CV-6952-01A	65 years, female, white, stage:Stage IVA, dead, 185 days	1416.4
TCGA-CR-7397-01A	44 years, male, white, stage:Stage IVA, alive, 754 days	1412.3
TCGA-CQ-5329-01A	46 years, female, white, stage:Stage II, alive, 2143 days	1412.2
TCGA-P3-A5QF-01A	49 years, male, white, stage:Stage IVA, dead, 330 days	1408.2
TCGA-CR-7388-01A	70 years, female, white, stage:'--, dead, 823 days	1403.5
TCGA-CQ-6223-01A	69 years, male, white, stage:Stage II, alive, 1428 days	1402.0
TCGA-CN-5369-01A	90 years, female, white, stage:Stage IVA, dead, 1 days	1390.3
TCGA-QK-A6IH-01A	65 years, female, white, stage:Stage IVB, alive, 653 days	1389.7
TCGA-CN-4737-01A	19 years, male, white, stage:Stage IVA, alive, 625 days	1376.4
TCGA-CV-5436-01A	65 years, male, stage:Stage IVA, dead, 584 days	1374.9
TCGA-CV-6954-01A	59 years, male, black or african american, stage:Stage IVA, dead, 2002 days	1369.9
TCGA-P3-A5Q6-01A	49 years, male, white, stage:Stage IVA, dead, 480 days	1369.5
TCGA-UF-A71D-01A	54 years, female, white, stage:Stage IVA, alive, 1461 days	1363.0
TCGA-CN-A63V-01A	59 years, male, white, stage:Stage IVA, alive, 679 days	1356.6
TCGA-F7-A624-01A	73 years, male, white, stage:Stage II, alive, 378 days	1352.3
TCGA-RS-A6TO-01A	82 years, female, white, stage:Stage IVA, dead, 387 days	1349.9
TCGA-CQ-7065-01A	40 years, male, asian, stage:Stage II, alive, 1628 days	1349.8
TCGA-CR-6487-01A	50 years, male, white, stage:Stage I, alive, 234 days	1349.3
TCGA-CR-6484-01A	67 years, female, asian, stage:Stage IVA, alive, 354 days	1346.6
TCGA-CQ-6227-01A	77 years, male, white, stage:Stage IVA, dead, 129 days	1345.9
TCGA-TN-A7HJ-01A	51 years, male, white, stage:Stage IVA, alive, 403 days	1342.0
TCGA-MT-A67F-01A	60 years, female, white, stage:Stage IVA, alive, 384 days	1334.0
TCGA-CV-5970-01A	59 years, male, white, stage:Stage IVA, dead, 406 days	1332.7
TCGA-CV-A463-01A	82 years, female, white, stage:Stage IVA, dead, 23 days	1329.6
TCGA-BB-A6UO-01A	61 years, female, white, stage:Stage IVA, dead, 268 days	1328.4
TCGA-CQ-A4CD-01A	69 years, male, white, stage:Stage IVA, alive, 1022 days	1324.9
TCGA-CN-5356-01A	56 years, male, white, stage:Stage III, alive, 1409 days	1323.6
TCGA-CQ-A4C9-01A	56 years, male, stage:Stage III, alive, 707 days	1318.0
TCGA-QK-A8ZB-01A	68 years, male, black or african american, stage:Stage IVA, alive, 542 days	1311.9
TCGA-P3-A6T7-01A	55 years, male, white, stage:Stage IVA, dead, 487 days	1311.7
TCGA-CV-7101-01A	80 years, male, white, stage:Stage II, dead, 160 days	1309.1
TCGA-CV-6939-01A	60 years, male, white, stage:Stage IVA, dead, 666 days	1306.5
TCGA-CX-7219-01A	47 years, male, black or african american, stage:Stage IVA, alive, 1045 days	1301.0
TCGA-DQ-5630-01A	73 years, male, white, stage:'--, alive, 1030 days	1300.8
TCGA-IQ-A61I-01A	63 years, male, black or african american, stage:Stage IVA, dead, 2 days	1299.9
TCGA-D6-6515-01A	82 years, female, white, stage:Stage II, dead, 403 days	1279.2
TCGA-BA-A6DG-01A	49 years, male, white, stage:'--, dead, 69 days	1278.8
TCGA-D6-A6EN-01A	71 years, male, white, stage:Stage III, alive, 687 days	1271.9
TCGA-CV-7248-01A	63 years, female, black or african american, stage:Stage IVA, dead, 521 days	1269.1
TCGA-CN-5366-01A	51 years, male, white, stage:Stage IVA, dead, 360 days	1268.6
TCGA-CQ-5326-01A	67 years, male, white, stage:Stage IVA, dead, 89 days	1258.1
TCGA-CR-7372-01A	45 years, male, white, stage:Stage I, alive, 759 days	1256.5
TCGA-CV-A45P-01A	82 years, female, white, stage:Stage I, alive, 639 days	1253.2
TCGA-CQ-7071-01A	76 years, female, white, stage:Stage III, alive, 1311 days	1251.5
TCGA-D6-6824-01A	61 years, male, white, stage:Stage IVA, alive, 77 days	1250.9
TCGA-BA-5152-01A	56 years, male, white, stage:Stage IVA, alive, 1288 days	1250.4
TCGA-H7-A76A-01A	57 years, male, white, stage:'--, alive, 637 days	1249.7
TCGA-CV-A6JU-01A	61 years, female, white, stage:Stage IVB, alive, 110 days	1249.6
TCGA-4P-AA8J-01A	66 years, male, black or african american, stage:Stage IVA, alive, 102 days	1246.2
TCGA-D6-A6EO-01A	44 years, male, white, stage:Stage IVA, alive, 759 days	1246.1
TCGA-CQ-7072-01A	51 years, male, white, stage:Stage II, alive, 2359 days	1238.2
TCGA-CV-5431-01A	73 years, male, white, stage:Stage IVA, dead, 522 days	1237.9
TCGA-D6-A6EK-01A	67 years, male, white, stage:Stage III, alive, 875 days	1237.5
TCGA-CN-4740-01A	79 years, female, white, stage:Stage IVA, dead, 839 days	1234.5
TCGA-F7-A61S-01A	62 years, male, white, stage:Stage III, alive, 576 days	1233.3
TCGA-CN-A6V6-01A	59 years, male, white, stage:Stage IVA, alive, 635 days	1224.7
TCGA-CQ-6218-01A	52 years, female, white, stage:Stage IVA, alive, 1253 days	1224.5
TCGA-CQ-5325-01A	65 years, male, white, stage:Stage I, dead, 654 days	1216.2
TCGA-CV-6942-01A	73 years, female, white, stage:Stage II, alive, 4282 days	1213.4
TCGA-CN-4726-01A	68 years, male, white, stage:Stage IVA, dead, 142 days	1212.9
TCGA-CR-7394-01A	70 years, male, white, stage:Stage IVA, alive, 1346 days	1212.4
TCGA-BA-A6DA-01A	41 years, female, white, stage:Stage IVA, alive, 351 days	1208.7
TCGA-CV-6943-01A	74 years, male, white, stage:Stage III, dead, 602 days	1203.4
TCGA-CV-A45W-01A	75 years, male, white, stage:Stage II, dead, 1398 days	1203.0
TCGA-CQ-6221-01A	79 years, male, white, stage:'--, alive, 1000 days	1200.1
TCGA-BA-4074-01A	69 years, male, white, stage:Stage IVA, dead, 462 days	1198.3
TCGA-IQ-A61H-01A	76 years, male, white, stage:Stage II, alive, 1138 days	1195.8
TCGA-CQ-A4CE-01A	76 years, female, stage:Stage II, alive, 897 days	1186.7
TCGA-CR-7392-01A	67 years, female, white, stage:Stage IVA, alive, 1425 days	1184.5
TCGA-D6-A6EQ-01A	57 years, male, white, stage:Stage IVA, alive, 368 days	1173.8
TCGA-CN-4739-01A	71 years, male, white, stage:Stage IVA, dead, 1394 days	1170.6
TCGA-UF-A7JJ-01A	68 years, male, stage:Stage IVA, alive, 549 days	1170.6
TCGA-CV-7438-01A	87 years, female, white, stage:Stage I, dead, 194 days	1168.3
TCGA-CQ-A4CH-01A	58 years, male, asian, stage:Stage II, dead, 379 days	1157.2
TCGA-IQ-A61O-01A	43 years, male, white, stage:Stage IVA, dead, 421 days	1156.0
TCGA-D6-A6EM-01A	65 years, female, white, stage:Stage III, alive, 232 days	1155.7
TCGA-CR-5250-01A	71 years, male, white, stage:'--, alive, 799 days	1153.0
TCGA-CQ-5331-01A	73 years, female, white, stage:'--, alive, 1399 days	1151.4
TCGA-IQ-A61J-01A	54 years, male, white, stage:Stage IVA, alive, 1021 days	1151.3
TCGA-CN-4742-01A	48 years, female, white, stage:Stage IVA, dead, 397 days	1148.3
TCGA-CR-7393-01A	26 years, male, white, stage:Stage III, alive, 993 days	1143.6
TCGA-P3-A6T4-01A	54 years, male, white, stage:Stage IVA, dead, 62 days	1141.1
TCGA-CR-6488-01A	68 years, female, white, stage:Stage II, alive, 379 days	1141.1
TCGA-CN-A63T-01A	60 years, male, white, stage:Stage IVA, alive, 225 days	1138.7
TCGA-CR-6482-01A	62 years, male, black or african american, stage:'--, alive, 345 days	1138.2
TCGA-CV-A6JD-01A	82 years, female, white, stage:'--, dead, 182 days	1136.2
TCGA-CV-7424-01A	67 years, male, asian, stage:Stage IVA, dead, 453 days	1134.1
TCGA-CV-7446-01A	66 years, male, white, stage:Stage IVA, dead, 1093 days	1126.7
TCGA-QK-AA3J-01A	69 years, male, black or african american, stage:Stage I, alive, 466 days	1124.5
TCGA-T2-A6X2-01A	82 years, male, white, stage:Stage III, alive, 987 days	1120.4
TCGA-CR-7376-01A	83 years, male, white, stage:Stage III, alive, 972 days	1119.1
TCGA-CX-A4AQ-01A	56 years, male, white, stage:Stage IVA, alive, 1555 days	1113.6
TCGA-BB-8596-01A	69 years, female, white, stage:Stage IVA, alive, 2161 days	1102.1
TCGA-UF-A719-01A	54 years, male, stage:Stage II, alive, 1663 days	1098.7
TCGA-BA-6870-01A	60 years, female, black or african american, stage:'--, dead, 451 days	1098.2
TCGA-CR-7391-01A	36 years, female, white, stage:Stage I, alive, 913 days	1089.6
TCGA-P3-A6T6-01A	53 years, male, white, stage:Stage IVA, dead, 395 days	1087.9
TCGA-P3-A5QA-01A	41 years, male, stage:Stage I, alive, 2182 days	1080.9
TCGA-CR-7382-01A	49 years, male, white, stage:Stage IVA, alive, 796 days	1079.2
TCGA-CX-7085-01A	77 years, female, white, stage:Stage I, alive, 321 days	1078.3
TCGA-CV-7425-01A	77 years, female, white, stage:Stage III, dead, 1718 days	1072.0
TCGA-C9-A480-01A	45 years, female, asian, stage:Stage III, alive, 386 days	1067.5
TCGA-CN-A63U-01A	50 years, male, white, stage:Stage IVA, alive, 964 days	1065.1
TCGA-WA-A7H4-01A	69 years, male, white, stage:Stage II, alive, 443 days	1063.7
TCGA-CV-A6K1-01A	65 years, male, white, stage:Stage IVA, alive, 685 days	1058.7
TCGA-KU-A6H7-01A	55 years, female, white, stage:Stage IVA, alive, 586 days	1042.0
TCGA-BA-A6DL-01A	59 years, male, white, stage:'--, alive, 623 days	1039.4
TCGA-F7-A620-01A	47 years, male, white, stage:Stage III, alive, 543 days	1037.5
TCGA-QK-A6IG-01A	69 years, male, white, stage:Stage III, dead, 222 days	1037.2
TCGA-DQ-7591-01A	62 years, male, white, stage:'--, alive, 622 days	1034.9
TCGA-CR-6474-01A	51 years, male, white, stage:Stage IVA, dead, 564 days	1026.7
TCGA-BA-A6DB-01A	24 years, female, white, stage:Stage I, alive, 216 days	1026.5
TCGA-QK-A652-01A	60 years, male, white, stage:Stage III, alive, 645 days	1023.1
TCGA-CV-7180-01A	34 years, male, white, stage:Stage II, dead, 327 days	1021.3
TCGA-QK-A8Z7-01A	59 years, male, black or african american, stage:Stage IVA, alive, 392 days	1018.5
TCGA-IQ-A61G-01A	57 years, male, white, stage:Stage IVA, alive, 360 days	1016.8
TCGA-QK-AA3K-01A	60 years, male, black or african american, stage:Stage IVA, alive, 253 days	1015.2
TCGA-F7-A50G-01A	66 years, male, white, stage:Stage III, alive, 616 days	1014.9
TCGA-F7-7848-01A	47 years, male, white, stage:Stage IVA, alive, 1131 days	1014.4
TCGA-BB-4225-01A	73 years, male, white, stage:'--, alive, 146 days	1013.8
TCGA-CV-A6JN-01A	53 years, male, white, stage:'--, alive, 906 days	1005.6
TCGA-CV-7254-01A	55 years, male, white, stage:Stage II, dead, 1459 days	1000.6
TCGA-CV-A45Y-01A	61 years, male, american indian or alaska native, stage:Stage IVA, dead, 2703 days	986.8
TCGA-QK-A6IF-01A	61 years, male, white, stage:'--, alive, 704 days	970.1
TCGA-BA-5151-01A	72 years, male, white, stage:Stage IVA, alive, 722 days	951.2
TCGA-F7-A50J-01A	67 years, female, white, stage:Stage III, alive, 947 days	946.1
TCGA-CR-6470-01A	38 years, male, white, stage:Stage II, alive, 1521 days	943.9
TCGA-MT-A67D-01A	55 years, male, white, stage:Stage II, alive, 56 days	938.8
TCGA-BB-A5HZ-01A	65 years, male, white, stage:Stage IVA, alive, 827 days	937.3
TCGA-CV-A6JM-01A	85 years, male, white, stage:'--, dead, 194 days	926.1
TCGA-CV-A468-01A	42 years, male, stage:Stage IVA, dead, 464 days	916.0
TCGA-P3-A5Q5-01A	54 years, male, white, stage:Stage IVA, alive, 910 days	913.4
TCGA-IQ-7632-01A	68 years, female, white, stage:Stage IVA, alive, 441 days	909.2
TCGA-CV-A45Z-01A	75 years, male, white, stage:'--, dead, 1466 days	907.5
TCGA-CN-4733-01A	61 years, male, white, stage:Stage III, alive, 1586 days	907.3
TCGA-CV-A45T-01A	64 years, female, white, stage:'--, dead, 4856 days	898.5
TCGA-BA-A6D8-01A	59 years, male, black or african american, stage:Stage IVA, alive, 850 days	893.2
TCGA-D6-6827-01A	55 years, female, white, stage:Stage I, alive, 568 days	888.4
TCGA-P3-A5QE-01A	49 years, male, white, stage:Stage III, alive, 1559 days	883.6
TCGA-CN-5358-01A	60 years, male, white, stage:Stage II, dead, 261 days	879.7
TCGA-CV-A45X-01A	47 years, male, white, stage:Stage IVA, dead, 198 days	874.0
TCGA-CV-A6JT-01A	65 years, male, white, stage:Stage II, alive, 852 days	873.9
TCGA-CV-5430-01A	61 years, male, white, stage:Stage IVA, alive, 4241 days	867.3
TCGA-F7-A622-01A	75 years, male, white, stage:Stage III, dead, 359 days	849.0
TCGA-QK-A6IJ-01A	71 years, male, white, stage:Stage III, alive, 387 days	837.6
TCGA-T2-A6WZ-01A	53 years, male, white, stage:'--, dead, 484 days	834.5
TCGA-HD-7753-01A	62 years, male, black or african american, stage:Stage I, alive, 866 days	832.4
TCGA-CQ-6229-01A	61 years, male, white, stage:Stage II, alive, 1179 days	826.4
TCGA-CN-A641-01A	47 years, male, white, stage:Stage IVA, alive, 367 days	820.7
TCGA-DQ-5624-01A	43 years, female, white, stage:'--, alive, 1778 days	818.6
TCGA-D6-A6ES-01A	50 years, male, white, stage:Stage IVA, alive, 389 days	810.2
TCGA-CV-A45R-01A	46 years, male, white, stage:Stage III, alive, 5480 days	805.8
TCGA-H7-A6C4-01A	35 years, female, white, stage:Stage IVA, dead, 414 days	801.2
TCGA-MZ-A5BI-01A	53 years, male, white, stage:'--, dead, 217 days	779.9
TCGA-P3-A6SW-01A	50 years, male, white, stage:Stage IVB, alive, 1120 days	772.9
TCGA-F7-A50I-01A	72 years, male, white, stage:Stage IVA, alive, 92 days	770.6
TCGA-MT-A67A-01A	85 years, female, white, stage:Stage I, alive, 914 days	744.9
TCGA-HD-A634-01A	56 years, male, white, stage:Stage IVA, dead, 130 days	741.2
TCGA-BA-4078-01A	83 years, male, white, stage:'--, dead, 276 days	710.8
TCGA-CV-A45O-01A	57 years, male, white, stage:'--, alive, 851 days	688.0
TCGA-CR-7374-01A	67 years, female, white, stage:'--, alive, 30 days	652.6
TCGA-HD-A6I0-01A	56 years, male, white, stage:Stage IVA, alive, 210 days	627.0
TCGA-MZ-A7D7-01A	51 years, male, white, stage:Stage IVA, alive, 547 days	620.5
TCGA-BA-A4IH-01A	57 years, male, white, stage:'--, alive, 622 days	607.9
TCGA-BB-4224-01A	52 years, male, white, stage:Stage IVA, alive, 278 days	562.6
TCGA-CV-6436-01A	62 years, male, white, stage:Stage IVA, alive, 1899 days	536.8
TCGA-CV-A6JE-01A	78 years, male, white, stage:'--, alive, 1075 days	531.1
TCGA-TN-A7HI-01A	56 years, male, white, stage:Stage IVA, alive, 412 days	473.4
TCGA-CV-A45Q-01A	69 years, female, white, stage:'--, dead, 5152 days	435.9
TCGA-KU-A66S-01A	69 years, female, white, stage:Stage III, dead, 406 days	393.1
TCGA-D6-A6EP-01A	62 years, male, white, stage:Stage III, alive, 424 days	381.3
TCGA-BA-7269-01A	61 years, male, white, stage:Stage III, alive, 1273 days	240.8
TCGA-UF-A7JS-01A	59 years, male, white, stage:Stage IVA, dead, 680 days	157.0
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HEAD AND NECK SQUAMOUS CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

183

Samples

Sample ID	Sample type	nRPX
CPT0195700003	Normal	1.6
CPT0195880003	Normal	1.4
CPT0169920003	Normal	1.3
CPT0163490003	Normal	1.2
CPT0196060003	Normal	1.1
CPT0199830003	Normal	1.1
CPT0220620003	Normal	1.1
CPT0199890003	Normal	1.1
CPT0245190003	Normal	1.1
CPT0223460003	Normal	1.1
CPT0242000004	Normal	1.0
CPT0245140003	Normal	1.0
CPT0226400003	Normal	0.9
CPT0177220003	Normal	0.9
CPT0235920003	Normal	0.9
CPT0013030003	Normal	0.8
C3N-01758-04	Normal	0.7
CPT0123280003	Normal	0.7
CPT0196040003	Tumor	0.7
CPT0226450003	Normal	0.6
CPT0163020003	Normal	0.6
CPT0127050003	Tumor	0.6
CPT0245020003	Normal	0.6
C3N-04279-05	Normal	0.6
CPT0199710003	Normal	0.5
C3N-01859-04	Normal	0.4
CPT0024810003	Tumor	0.4
CPT0226090003	Normal	0.4
CPT0123190003	Normal	0.4
CPT0226030003	Tumor	0.4
CPT0087820003	Tumor	0.4
CPT0246620003	Tumor	0.3
CPT0177390003	Tumor	0.3
CPT0222360003	Tumor	0.2
CPT0013250003	Normal	0.2
CPT0177010003	Tumor	0.2
CPT0256560003	Tumor	0.2
CPT0163790003	Tumor	0.2
CPT0094280004	Tumor	0.1
CPT0244890004	Tumor	0.1
CPT0244940004	Tumor	0.1
CPT0237150003	Normal	0.1
CPT0123180003	Tumor	0.1
CPT0235460003	Tumor	0.1
CPT0194420003	Tumor	0.1
CPT0237620004	Tumor	0.1
CPT0008630003	Tumor	0.1
CPT0177200003	Tumor	0.1
CPT0163740003	Tumor	0.1
CPT0236640003	Normal	0.0
CPT0163410003	Tumor	0.0
CPT0226340003	Tumor	0.0
CPT0199700003	Tumor	0.0
CPT0245550003	Tumor	0.0
CPT0163250003	Normal	0.0
CPT0245410003	Normal	0.0
CPT0245730003	Tumor	0.0
CPT0196210003	Tumor	0.0
CPT0184530003	Tumor	0.0
CPT0237130004	Tumor	0.0
CPT0195860003	Tumor	0.0
CPT0199880003	Tumor	0.0
CPT0199820003	Tumor	0.0
CPT0237480004	Tumor	0.0
CPT0163610003	Normal	-0.1
CPT0169730003	Tumor	-0.1
CPT0169740004	Normal	-0.1
CPT0201830004	Tumor	-0.1
CPT0088060004	Tumor	-0.1
CPT0095040003	Tumor	-0.1
CPT0163840003	Tumor	-0.1
CPT0223450003	Tumor	-0.1
CPT0094560004	Tumor	-0.1
CPT0245500003	Tumor	-0.1
CPT0220610003	Tumor	-0.1
CPT0245460003	Normal	-0.1
CPT0245010003	Tumor	-0.1
CPT0236620003	Tumor	-0.1
CPT0162890003	Tumor	-0.1
CPT0278700002	Normal	-0.1
CPT0013460003	Normal	-0.1
CPT0163720003	Normal	-0.1
CPT0245600003	Tumor	-0.1
CPT0246540003	Tumor	-0.1
CPT0226350003	Normal	-0.2
CPT0013210004	Tumor	-0.2
CPT0011130005	Tumor	-0.2
CPT0194800003	Normal	-0.2
CPT0236850004	Tumor	-0.2
CPT0226130003	Tumor	-0.2
CPT0008960003	Normal	-0.2
CPT0245180003	Tumor	-0.2
CPT0236870003	Normal	-0.2
CPT0169640003	Tumor	-0.2
CPT0245450003	Tumor	-0.2
CPT0094350004	Tumor	-0.2
CPT0163170003	Normal	-0.2
CPT0194250003	Tumor	-0.2
CPT0226440003	Tumor	-0.2
CPT0246590003	Tumor	-0.2
C3N-04276-06	Normal	-0.2
CPT0248350003	Normal	-0.2
CPT0194960003	Tumor	-0.2
CPT0237640003	Normal	-0.2
CPT0088410003	Tumor	-0.2
C3N-00857-05	Normal	-0.2
CPT0163650003	Tumor	-0.2
CPT0226270003	Normal	-0.2
CPT0084630009	Tumor	-0.2
CPT0246670003	Tumor	-0.2
CPT0237500003	Normal	-0.2
CPT0163480003	Tumor	-0.2
CPT0162940003	Tumor	-0.2
CPT0163240003	Tumor	-0.2
CPT0163430003	Normal	-0.2
CPT0248330003	Tumor	-0.2
CPT0084650004	Normal	-0.2
CPT0229220002	Normal	-0.3
CPT0245130003	Tumor	-0.3
CPT0011320003	Normal	-0.3
CPT0177710003	Tumor	-0.3
CPT0194790003	Tumor	-0.3
C3N-04275-05	Normal	-0.3
C3N-02693-06	Normal	-0.3
CPT0245060004	Tumor	-0.3
CPT0094490004	Tumor	-0.3
CPT0163340003	Tumor	-0.3
CPT0245300003	Tumor	-0.3
CPT0241980004	Tumor	-0.3
CPT0013430003	Tumor	-0.3
C3N-00295-05	Normal	-0.3
C3N-01620-05	Normal	-0.3
CPT0087990003	Tumor	-0.3
CPT0235470002	Normal	-0.3
CPT0094420004	Tumor	-0.3
CPT0248520003	Tumor	-0.3
CPT0094580003	Normal	-0.3
CPT0201860004	Normal	-0.3
CPT0163860003	Normal	-0.4
CPT0281470002	Normal	-0.4
CPT0088080003	Normal	-0.4
CPT0245560003	Normal	-0.4
CPT0163600003	Tumor	-0.4
CPT0013000004	Tumor	-0.4
CPT0088010003	Normal	-0.4
CPT0011290003	Tumor	-0.4
CPT0190860003	Normal	-0.4
CPT0008520008	Tumor	-0.4
CPT0222200003	Normal	-0.4
CPT0088430003	Normal	-0.4
CPT0226390003	Tumor	-0.4
CPT0008930003	Tumor	-0.4
CPT0169890003	Tumor	-0.5
CPT0176770003	Tumor	-0.5
CPT0223970003	Tumor	-0.5
CPT0207870004	Tumor	-0.5
CPT0190850003	Tumor	-0.5
CPT0162990004	Tumor	-0.5
CPT0163800003	Normal	-0.5
CPT0123260003	Tumor	-0.5
CPT0245350003	Tumor	-0.5
CPT0243140004	Normal	-0.5
CPT0163530003	Tumor	-0.5
CPT0243090003	Tumor	-0.5
CPT0194260003	Normal	-0.5
CPT0163090003	Tumor	-0.5
CPT0163160003	Tumor	-0.6
CPT0261520003	Tumor	-0.6
CPT0013130003	Tumor	-0.6
CPT0245630003	Tumor	-0.6
CPT0245230004	Tumor	-0.6
CPT0245400003	Tumor	-0.6
CPT0245680003	Tumor	-0.7
CPT0163910003	Tumor	-0.7
CPT0250310003	Tumor	-0.7
CPT0226250004	Tumor	-0.7
CPT0235910003	Tumor	-0.7
CPT0222180003	Tumor	-0.8
CPT0195680003	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 HPA004177	Antibody CAB006252
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
Carcinoma, NOS
Adenocarcinoma, NOS