Expression of IGHA1 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

IGHA1 is potential prognostic, high expression is favorable in Head and Neck Squamous Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 35.45

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

838.4

Number of samples

492

Samples

Sample	Description	TPM
TCGA-CV-5443-01A	0 years, male, black or african american, stage:Stage III, alive, 2784 days	16220.7
TCGA-CR-5248-01A	0 years, male, white, stage:'--, alive, 1663 days	10503.9
TCGA-CR-7388-01A	0 years, female, white, stage:'--, dead, 823 days	10314.9
TCGA-P3-A6SW-01A	0 years, male, white, stage:Stage IVB, alive, 1120 days	9405.3
TCGA-CR-6487-01A	0 years, male, white, stage:Stage I, alive, 234 days	8016.0
TCGA-CR-6482-01A	0 years, male, black or african american, stage:'--, alive, 345 days	6877.2
TCGA-CN-6010-01A	0 years, male, white, stage:Stage IVA, alive, 1523 days	6616.4
TCGA-CN-4739-01A	0 years, male, white, stage:Stage IVA, dead, 1394 days	6461.7
TCGA-CV-7242-01A	0 years, female, white, stage:Stage II, alive, 1095 days	6163.5
TCGA-CR-7394-01A	0 years, male, white, stage:Stage IVA, alive, 1346 days	6155.1
TCGA-CV-A45Y-01A	0 years, male, american indian or alaska native, stage:Stage IVA, dead, 2703 days	6112.3
TCGA-CN-5358-01A	0 years, male, white, stage:Stage II, dead, 261 days	6111.9
TCGA-CN-5360-01A	0 years, male, white, stage:Stage IVA, alive, 2169 days	5953.4
TCGA-CV-A45W-01A	0 years, male, white, stage:Stage II, dead, 1398 days	5713.7
TCGA-D6-6824-01A	0 years, male, white, stage:Stage IVA, alive, 77 days	5206.3
TCGA-D6-A4ZB-01A	0 years, male, white, stage:Stage III, alive, 376 days	4994.5
TCGA-BA-5153-01A	0 years, male, white, stage:'--, dead, 1762 days	4563.1
TCGA-CR-6481-01A	0 years, male, white, stage:'--, alive, 311 days	4526.3
TCGA-F7-8489-01A	0 years, male, white, stage:Stage II, alive, 658 days	4338.0
TCGA-BB-4217-01A	0 years, male, black or african american, stage:Stage IVA, alive, 187 days	4333.0
TCGA-CQ-5325-01A	0 years, male, white, stage:Stage I, dead, 654 days	3821.7
TCGA-CV-A468-01A	0 years, male, stage:Stage IVA, dead, 464 days	3801.7
TCGA-CR-7374-01A	0 years, female, white, stage:'--, alive, 30 days	3729.2
TCGA-CQ-5323-01A	0 years, male, white, stage:Stage I, alive, 1466 days	3707.8
TCGA-CR-6467-01A	0 years, male, white, stage:Stage III, alive, 1777 days	3705.2
TCGA-CR-7392-01A	0 years, female, white, stage:Stage IVA, alive, 1425 days	3691.1
TCGA-CV-7101-01A	0 years, male, white, stage:Stage II, dead, 160 days	3653.4
TCGA-CV-7254-01A	0 years, male, white, stage:Stage II, dead, 1459 days	3651.1
TCGA-CN-6012-01A	0 years, male, white, stage:Stage IVA, alive, 1460 days	3618.5
TCGA-CN-A498-01A	0 years, female, white, stage:Stage III, dead, 773 days	3437.5
TCGA-CN-6018-01A	0 years, female, white, stage:Stage IVA, dead, 580 days	3398.7
TCGA-CV-6942-01A	0 years, female, white, stage:Stage II, alive, 4282 days	3373.8
TCGA-F7-7848-01A	0 years, male, white, stage:Stage IVA, alive, 1131 days	3219.0
TCGA-CR-6470-01A	0 years, male, white, stage:Stage II, alive, 1521 days	3148.9
TCGA-BA-6869-01A	0 years, male, white, stage:Stage III, alive, 644 days	3147.4
TCGA-H7-A76A-01A	0 years, male, white, stage:'--, alive, 637 days	3083.0
TCGA-MT-A67D-01A	0 years, male, white, stage:Stage II, alive, 56 days	3022.4
TCGA-CR-6477-01A	0 years, female, white, stage:'--, alive, 514 days	2981.8
TCGA-CR-5250-01A	0 years, male, white, stage:'--, alive, 799 days	2972.4
TCGA-T2-A6WZ-01A	0 years, male, white, stage:'--, dead, 484 days	2941.5
TCGA-TN-A7HI-01A	0 years, male, white, stage:Stage IVA, alive, 412 days	2863.8
TCGA-HD-A6HZ-01A	0 years, female, white, stage:Stage III, alive, 111 days	2805.2
TCGA-CR-7389-01A	0 years, male, black or african american, stage:'--, alive, 392 days	2659.7
TCGA-CN-4733-01A	0 years, male, white, stage:Stage III, alive, 1586 days	2640.7
TCGA-CV-6939-01A	0 years, male, white, stage:Stage IVA, dead, 666 days	2569.9
TCGA-CV-5432-01A	0 years, male, white, stage:Stage III, alive, 3930 days	2554.8
TCGA-CV-A45T-01A	0 years, female, white, stage:'--, dead, 4856 days	2533.3
TCGA-BB-4225-01A	0 years, male, white, stage:'--, alive, 146 days	2502.2
TCGA-CQ-A4C9-01A	0 years, male, stage:Stage III, alive, 707 days	2448.2
TCGA-CR-7369-01A	0 years, male, white, stage:Stage IVA, dead, 1090 days	2438.3
TCGA-CR-7402-01A	0 years, male, white, stage:'--, alive, 911 days	2393.8
TCGA-CN-4738-01A	0 years, male, white, stage:Stage IVA, dead, 436 days	2384.5
TCGA-CV-7248-01A	0 years, female, black or african american, stage:Stage IVA, dead, 521 days	2300.7
TCGA-CR-7371-01A	0 years, female, white, stage:Stage III, dead, 94 days	2284.0
TCGA-T2-A6X0-01A	0 years, male, white, stage:'--, alive, 216 days	2263.8
TCGA-CR-7368-01A	0 years, male, white, stage:Stage IVA, alive, 1245 days	2230.1
TCGA-CR-5249-01A	0 years, female, white, stage:Stage II, alive, 1152 days	2212.2
TCGA-CR-6484-01A	0 years, female, asian, stage:Stage IVA, alive, 354 days	2090.5
TCGA-CR-7367-01A	0 years, male, white, stage:Stage IVA, alive, 1440 days	2073.6
TCGA-CV-6936-01A	0 years, male, white, stage:Stage IVA, dead, 166 days	2024.3
TCGA-CR-6480-01A	0 years, male, white, stage:'--, alive, 362 days	1975.9
TCGA-CN-5356-01A	0 years, male, white, stage:Stage III, alive, 1409 days	1966.8
TCGA-D6-6517-01A	0 years, male, white, stage:Stage III, alive, 292 days	1950.3
TCGA-CN-6021-01A	0 years, female, white, stage:'--, dead, 276 days	1927.2
TCGA-CN-6019-01A	0 years, male, white, stage:Stage IVA, alive, 1038 days	1908.5
TCGA-UF-A718-01A	0 years, male, white, stage:Stage IVA, alive, 1971 days	1906.7
TCGA-CN-A6V6-01A	0 years, male, white, stage:Stage IVA, alive, 635 days	1896.6
TCGA-BB-4223-01A	0 years, male, white, stage:Stage IVA, alive, 3221 days	1894.9
TCGA-UF-A71B-01A	0 years, male, white, stage:Stage IVA, alive, 1506 days	1832.3
TCGA-CV-7261-01A	0 years, male, white, stage:Stage IVA, alive, 1512 days	1821.9
TCGA-D6-A6EK-01A	0 years, male, white, stage:Stage III, alive, 875 days	1807.2
TCGA-MZ-A6I9-01A	0 years, male, white, stage:'--, dead, 489 days	1796.4
TCGA-CX-A4AQ-01A	0 years, male, white, stage:Stage IVA, alive, 1555 days	1766.7
TCGA-CR-6492-01A	0 years, male, white, stage:Stage III, alive, 479 days	1741.4
TCGA-QK-A6IF-01A	0 years, male, white, stage:'--, alive, 704 days	1698.6
TCGA-CX-7085-01A	0 years, female, white, stage:Stage I, alive, 321 days	1692.1
TCGA-CV-7424-01A	0 years, male, asian, stage:Stage IVA, dead, 453 days	1688.5
TCGA-CV-5430-01A	0 years, male, white, stage:Stage IVA, alive, 4241 days	1662.1
TCGA-CR-7385-01A	0 years, male, white, stage:'--, alive, 997 days	1657.5
TCGA-CR-7404-01A	0 years, male, white, stage:'--, alive, 1472 days	1582.7
TCGA-T3-A92M-01A	0 years, male, black or african american, stage:Stage IVA, alive, 417 days	1563.0
TCGA-CR-7393-01A	0 years, male, white, stage:Stage III, alive, 993 days	1550.8
TCGA-BA-6870-01A	0 years, female, black or african american, stage:'--, dead, 451 days	1540.8
TCGA-CV-7435-01A	0 years, female, white, stage:Stage IVA, dead, 4680 days	1540.6
TCGA-MZ-A5BI-01A	0 years, male, white, stage:'--, dead, 217 days	1524.1
TCGA-CV-6943-01A	0 years, male, white, stage:Stage III, dead, 602 days	1517.5
TCGA-CN-4742-01A	0 years, female, white, stage:Stage IVA, dead, 397 days	1487.7
TCGA-CN-5374-01A	0 years, female, white, stage:Stage IVA, dead, 1732 days	1475.2
TCGA-D6-A74Q-01A	0 years, male, white, stage:Stage IVA, alive, 710 days	1471.8
TCGA-CN-4722-01A	0 years, female, white, stage:Stage II, alive, 1483 days	1466.3
TCGA-QK-AA3J-01A	0 years, male, black or african american, stage:Stage I, alive, 466 days	1443.0
TCGA-DQ-7591-01A	0 years, male, white, stage:'--, alive, 622 days	1380.9
TCGA-CR-7364-01A	0 years, male, white, stage:Stage III, alive, 1435 days	1368.7
TCGA-CR-7376-01A	0 years, male, white, stage:Stage III, alive, 972 days	1366.2
TCGA-CR-7395-01A	0 years, female, white, stage:Stage II, alive, 930 days	1347.2
TCGA-CN-A6V3-01A	0 years, male, white, stage:Stage IVA, alive, 742 days	1316.1
TCGA-D6-6826-01A	0 years, female, white, stage:Stage IVA, dead, 348 days	1315.5
TCGA-BA-A6DD-01A	0 years, male, black or african american, stage:Stage IVA, dead, 173 days	1313.0
TCGA-CN-5355-01A	0 years, male, black or african american, stage:Stage IVA, alive, 1278 days	1294.9
TCGA-BA-5555-01A	0 years, male, black or african american, stage:Stage IVA, alive, 520 days	1279.3
TCGA-CR-6478-01A	0 years, female, white, stage:'--, dead, 183 days	1276.0
TCGA-CR-7383-01A	0 years, female, white, stage:Stage I, dead, 521 days	1251.0
TCGA-D6-A6EM-01A	0 years, female, white, stage:Stage III, alive, 232 days	1184.7
TCGA-CN-A49C-01A	0 years, male, white, stage:'--, alive, 645 days	1164.7
TCGA-CN-4729-01A	0 years, male, white, stage:Stage III, alive, 392 days	1158.0
TCGA-F7-A623-01A	0 years, male, white, stage:Stage IVA, alive, 616 days	1133.2
TCGA-D6-8568-01A	0 years, male, white, stage:Stage II, alive, 759 days	1117.5
TCGA-QK-A6VC-01A	0 years, female, black or african american, stage:Stage IVA, alive, 600 days	1104.9
TCGA-BA-5559-01A	0 years, male, white, stage:'--, dead, 2083 days	1081.8
TCGA-CN-6017-01A	0 years, male, white, stage:Stage IVA, dead, 853 days	1080.6
TCGA-TN-A7HJ-01A	0 years, male, white, stage:Stage IVA, alive, 403 days	1057.6
TCGA-CN-4741-01A	0 years, male, white, stage:Stage IVA, alive, 2239 days	1045.2
TCGA-BA-A4IG-01A	0 years, male, white, stage:'--, alive, 855 days	1043.1
TCGA-UF-A7JJ-01A	0 years, male, stage:Stage IVA, alive, 549 days	1042.8
TCGA-CV-6953-01A	0 years, female, white, stage:Stage III, dead, 1641 days	1037.0
TCGA-QK-A8ZB-01A	0 years, male, black or african american, stage:Stage IVA, alive, 542 days	1028.1
TCGA-CR-7370-01A	0 years, female, white, stage:'--, alive, 105 days	1021.5
TCGA-CN-5359-01A	0 years, male, white, stage:Stage IVA, dead, 377 days	976.2
TCGA-CR-6474-01A	0 years, male, white, stage:Stage IVA, dead, 564 days	974.0
TCGA-CV-7410-01A	0 years, male, white, stage:Stage III, dead, 6417 days	950.2
TCGA-CQ-6223-01A	0 years, male, white, stage:Stage II, alive, 1428 days	950.0
TCGA-CN-6996-01A	0 years, female, white, stage:Stage IVA, dead, 530 days	941.9
TCGA-HD-8314-01A	0 years, male, white, stage:Stage III, alive, 670 days	928.6
TCGA-CQ-6218-01A	0 years, female, white, stage:Stage IVA, alive, 1253 days	919.6
TCGA-4P-AA8J-01A	0 years, male, black or african american, stage:Stage IVA, alive, 102 days	906.5
TCGA-HD-7229-01A	0 years, male, white, stage:Stage IVA, alive, 1027 days	890.9
TCGA-DQ-5629-01A	0 years, male, white, stage:'--, dead, 941 days	885.1
TCGA-CR-7391-01A	0 years, female, white, stage:Stage I, alive, 913 days	871.0
TCGA-QK-AA3K-01A	0 years, male, black or african american, stage:Stage IVA, alive, 253 days	868.8
TCGA-CR-7379-01A	0 years, female, white, stage:Stage IVA, alive, 1036 days	868.7
TCGA-CN-5369-01A	0 years, female, white, stage:Stage IVA, dead, 1 days	824.8
TCGA-QK-A6V9-01A	0 years, male, white, stage:Stage II, alive, 833 days	819.5
TCGA-WA-A7H4-01A	0 years, male, white, stage:Stage II, alive, 443 days	815.4
TCGA-CX-7219-01A	0 years, male, black or african american, stage:Stage IVA, alive, 1045 days	814.1
TCGA-CR-5243-01A	0 years, male, white, stage:'--, alive, 2562 days	805.1
TCGA-CV-5431-01A	0 years, male, white, stage:Stage IVA, dead, 522 days	799.0
TCGA-KU-A6H7-01A	0 years, female, white, stage:Stage IVA, alive, 586 days	782.2
TCGA-BA-5151-01A	0 years, male, white, stage:Stage IVA, alive, 722 days	765.9
TCGA-BA-A4II-01A	0 years, male, white, stage:Stage II, alive, 918 days	746.4
TCGA-TN-A7HL-01A	0 years, male, white, stage:Stage IVA, alive, 619 days	734.1
TCGA-BA-A6DI-01A	0 years, male, black or african american, stage:'--, dead, 336 days	733.9
TCGA-CN-A63T-01A	0 years, male, white, stage:Stage IVA, alive, 225 days	732.2
TCGA-CV-7263-01A	0 years, male, black or african american, stage:Stage II, dead, 560 days	716.3
TCGA-CQ-A4CB-01A	0 years, male, stage:Stage III, alive, 893 days	706.4
TCGA-CR-6471-01A	0 years, male, white, stage:Stage IVA, dead, 1202 days	676.9
TCGA-D6-A6EQ-01A	0 years, male, white, stage:Stage IVA, alive, 368 days	669.3
TCGA-CN-6020-01A	0 years, male, black or african american, stage:Stage III, dead, 205 days	654.0
TCGA-CN-A6UY-01A	0 years, male, white, stage:Stage IVA, alive, 713 days	652.8
TCGA-CX-7086-01A	0 years, male, black or african american, stage:Stage III, alive, 573 days	629.0
TCGA-BA-6872-01A	0 years, male, white, stage:'--, dead, 384 days	579.6
TCGA-CQ-6228-01A	0 years, female, white, stage:Stage IVA, dead, 456 days	577.3
TCGA-CV-A461-01A	0 years, male, white, stage:'--, dead, 2064 days	576.3
TCGA-P3-A5Q5-01A	0 years, male, white, stage:Stage IVA, alive, 910 days	573.6
TCGA-F7-A50I-01A	0 years, male, white, stage:Stage IVA, alive, 92 days	561.9
TCGA-CV-7250-01A	0 years, male, white, stage:Stage IVA, dead, 2900 days	561.4
TCGA-CV-7104-01A	0 years, female, white, stage:Stage IVA, dead, 393 days	555.9
TCGA-CN-A641-01A	0 years, male, white, stage:Stage IVA, alive, 367 days	553.7
TCGA-CV-6934-01A	0 years, female, white, stage:Stage IVA, dead, 65 days	540.2
TCGA-HD-7754-01A	0 years, male, white, stage:Stage IVA, alive, 783 days	518.5
TCGA-CV-7178-01A	0 years, female, white, stage:Stage IVA, dead, 2166 days	517.0
TCGA-CN-A497-01A	0 years, male, stage:Stage III, alive, 1065 days	516.2
TCGA-UP-A6WW-01A	0 years, male, white, stage:'--, alive, 518 days	515.9
TCGA-BA-A6DL-01A	0 years, male, white, stage:'--, alive, 623 days	508.7
TCGA-CV-7177-01A	0 years, female, white, stage:Stage II, dead, 663 days	505.9
TCGA-UF-A7JF-01A	0 years, male, white, stage:Stage IVA, alive, 1686 days	484.5
TCGA-CR-6491-01A	0 years, male, black or african american, stage:Stage IVA, alive, 693 days	483.5
TCGA-CN-6023-01A	0 years, male, white, stage:Stage IVA, alive, 1584 days	475.8
TCGA-DQ-5624-01A	0 years, female, white, stage:'--, alive, 1778 days	471.3
TCGA-CV-5970-01A	0 years, male, white, stage:Stage IVA, dead, 406 days	468.9
TCGA-D6-6823-01A	0 years, male, white, stage:Stage II, alive, 701 days	458.5
TCGA-CV-5978-01A	0 years, female, black or african american, stage:Stage IVB, dead, 215 days	442.4
TCGA-CN-6992-01A	0 years, male, white, stage:Stage IVA, alive, 1066 days	441.3
TCGA-HD-8635-01A	0 years, female, white, stage:Stage III, alive, 695 days	428.3
TCGA-CV-6952-01A	0 years, female, white, stage:Stage IVA, dead, 185 days	423.2
TCGA-CR-7382-01A	0 years, male, white, stage:Stage IVA, alive, 796 days	416.9
TCGA-CV-5971-01A	0 years, male, white, stage:Stage IVA, alive, 701 days	415.0
TCGA-IQ-A61I-01A	0 years, male, black or african american, stage:Stage IVA, dead, 2 days	414.6
TCGA-F7-8298-01A	0 years, male, white, stage:Stage I, alive, 995 days	413.0
TCGA-CQ-6219-01A	0 years, female, white, stage:Stage IVA, dead, 479 days	411.4
TCGA-CV-A45Z-01A	0 years, male, white, stage:'--, dead, 1466 days	409.0
TCGA-BA-5556-01A	0 years, female, white, stage:Stage II, alive, 725 days	408.1
TCGA-T2-A6WX-01A	0 years, female, white, stage:'--, dead, 209 days	407.6
TCGA-D6-6515-01A	0 years, female, white, stage:Stage II, dead, 403 days	404.9
TCGA-H7-7774-01A	0 years, female, white, stage:Stage IVA, alive, 407 days	399.0
TCGA-P3-A6T4-01A	0 years, male, white, stage:Stage IVA, dead, 62 days	396.4
TCGA-CV-6959-01A	0 years, male, white, stage:Stage III, dead, 256 days	396.3
TCGA-DQ-5631-01A	0 years, male, white, stage:'--, dead, 548 days	395.8
TCGA-D6-6516-01A	0 years, male, white, stage:Stage I, alive, 773 days	393.9
TCGA-HD-7753-01A	0 years, male, black or african american, stage:Stage I, alive, 866 days	391.0
TCGA-CV-A6JY-01A	0 years, male, white, stage:Stage IVA, alive, 646 days	386.3
TCGA-CN-4740-01A	0 years, female, white, stage:Stage IVA, dead, 839 days	376.9
TCGA-D6-6827-01A	0 years, female, white, stage:Stage I, alive, 568 days	371.6
TCGA-CV-A460-01A	0 years, male, white, stage:'--, dead, 1838 days	369.1
TCGA-P3-A6T5-01A	0 years, female, white, stage:Stage IVA, dead, 882 days	367.7
TCGA-P3-A5Q6-01A	0 years, male, white, stage:Stage IVA, dead, 480 days	365.5
TCGA-QK-A8Z7-01A	0 years, male, black or african american, stage:Stage IVA, alive, 392 days	363.1
TCGA-CR-6472-01A	0 years, male, white, stage:'--, alive, 1050 days	362.8
TCGA-BA-A4IH-01A	0 years, male, white, stage:'--, alive, 622 days	355.6
TCGA-CQ-5331-01A	0 years, female, white, stage:'--, alive, 1399 days	354.5
TCGA-CV-7433-01A	0 years, male, white, stage:Stage IVA, dead, 601 days	351.0
TCGA-CN-4723-01A	0 years, male, white, stage:Stage IVA, alive, 1699 days	347.8
TCGA-CN-5363-01A	0 years, male, black or african american, stage:Stage IVB, dead, 253 days	343.8
TCGA-CV-7411-01A	0 years, female, white, stage:Stage IVA, dead, 2717 days	343.6
TCGA-UF-A7JD-01A	0 years, male, stage:Stage IVA, dead, 739 days	339.0
TCGA-F7-A61V-01A	0 years, male, white, stage:Stage II, alive, 759 days	333.5
TCGA-CN-4728-01A	0 years, male, white, stage:Stage IVA, alive, 1724 days	333.3
TCGA-DQ-5630-01A	0 years, male, white, stage:'--, alive, 1030 days	332.5
TCGA-UF-A71D-01A	0 years, female, white, stage:Stage IVA, alive, 1461 days	332.3
TCGA-CR-6473-01A	0 years, male, white, stage:'--, alive, 1125 days	321.8
TCGA-CV-A6JZ-01A	0 years, male, white, stage:Stage II, alive, 714 days	320.1
TCGA-UF-A7JT-01A	0 years, female, white, stage:Stage IVA, dead, 993 days	316.9
TCGA-IQ-A61E-01A	0 years, female, white, stage:Stage III, alive, 1147 days	309.5
TCGA-CR-7377-01A	0 years, male, white, stage:Stage IVA, dead, 279 days	303.9
TCGA-H7-A6C4-01A	0 years, female, white, stage:Stage IVA, dead, 414 days	303.9
TCGA-BA-A6DA-01A	0 years, female, white, stage:Stage IVA, alive, 351 days	299.4
TCGA-F7-A61S-01A	0 years, male, white, stage:Stage III, alive, 576 days	291.5
TCGA-BA-7269-01A	0 years, male, white, stage:Stage III, alive, 1273 days	285.9
TCGA-CV-5439-01A	0 years, male, white, stage:Stage IVA, dead, 546 days	265.4
TCGA-BA-A6DE-01A	0 years, female, white, stage:Stage II, alive, 440 days	264.7
TCGA-CQ-A4CE-01A	0 years, female, stage:Stage II, alive, 897 days	264.6
TCGA-CV-6941-01A	0 years, male, white, stage:Stage III, dead, 342 days	264.0
TCGA-BA-6871-01A	0 years, male, white, stage:'--, dead, 108 days	263.1
TCGA-F7-A620-01A	0 years, male, white, stage:Stage III, alive, 543 days	251.8
TCGA-BB-4228-01A	0 years, male, white, stage:Stage III, alive, 559 days	242.0
TCGA-CV-6433-01A	0 years, male, white, stage:Stage II, alive, 641 days	241.9
TCGA-CQ-7071-01A	0 years, female, white, stage:Stage III, alive, 1311 days	239.8
TCGA-CN-4735-01A	0 years, male, white, stage:Stage IVA, alive, 1737 days	239.7
TCGA-CQ-5332-01A	0 years, male, white, stage:Stage III, dead, 317 days	235.9
TCGA-CV-5434-01A	0 years, male, black or african american, stage:Stage IVA, dead, 3314 days	234.3
TCGA-CR-7372-01A	0 years, male, white, stage:Stage I, alive, 759 days	233.7
TCGA-BB-8596-01A	0 years, female, white, stage:Stage IVA, alive, 2161 days	233.6
TCGA-IQ-A61H-01A	0 years, male, white, stage:Stage II, alive, 1138 days	223.3
TCGA-BA-5152-01A	0 years, male, white, stage:Stage IVA, alive, 1288 days	222.6
TCGA-MT-A67A-01A	0 years, female, white, stage:Stage I, alive, 914 days	214.1
TCGA-QK-A8Z8-01A	0 years, female, black or african american, stage:Stage IVC, dead, 171 days	211.8
TCGA-CR-7399-01A	0 years, female, white, stage:Stage IVA, alive, 181 days	210.9
TCGA-BA-5558-01A	0 years, male, white, stage:'--, alive, 1995 days	206.9
TCGA-CQ-A4CH-01A	0 years, male, asian, stage:Stage II, dead, 379 days	206.5
TCGA-CV-6948-01A	0 years, female, white, stage:Stage IVB, dead, 1289 days	191.5
TCGA-D6-A6EO-01A	0 years, male, white, stage:Stage IVA, alive, 759 days	187.6
TCGA-CV-5436-01A	0 years, male, stage:Stage IVA, dead, 584 days	187.4
TCGA-CV-7252-01A	0 years, female, black or african american, stage:Stage IVA, dead, 151 days	186.6
TCGA-CV-6940-01A	0 years, female, white, stage:Stage III, dead, 804 days	186.3
TCGA-UF-A71E-01A	0 years, male, white, stage:Stage IVA, dead, 1504 days	184.1
TCGA-CN-4734-01A	0 years, male, white, stage:Stage II, alive, 1690 days	183.9
TCGA-CQ-5324-01A	0 years, male, white, stage:Stage III, alive, 1593 days	178.9
TCGA-BA-A6DB-01A	0 years, female, white, stage:Stage I, alive, 216 days	175.3
TCGA-CV-A6JN-01A	0 years, male, white, stage:'--, alive, 906 days	173.0
TCGA-CV-A6JE-01A	0 years, male, white, stage:'--, alive, 1075 days	169.4
TCGA-CV-A464-01A	0 years, male, white, stage:Stage III, alive, 1722 days	168.1
TCGA-CV-7238-01A	0 years, female, white, stage:Stage II, alive, 2727 days	168.0
TCGA-CV-7446-01A	0 years, male, white, stage:Stage IVA, dead, 1093 days	166.9
TCGA-CV-A45V-01A	0 years, female, white, stage:Stage IVA, dead, 32 days	166.4
TCGA-CV-7236-01A	0 years, female, white, stage:Stage IVA, dead, 144 days	164.4
TCGA-CN-6989-01A	0 years, male, white, stage:Stage IVA, dead, 980 days	159.4
TCGA-CN-6988-01A	0 years, male, white, stage:Stage IVA, alive, 318 days	157.1
TCGA-F7-A50J-01A	0 years, female, white, stage:Stage III, alive, 947 days	155.0
TCGA-KU-A66S-01A	0 years, female, white, stage:Stage III, dead, 406 days	151.6
TCGA-CV-5441-01A	0 years, male, white, stage:Stage IVA, alive, 2886 days	151.0
TCGA-CV-7413-01A	0 years, female, white, stage:Stage II, dead, 294 days	149.1
TCGA-MT-A51X-01A	0 years, male, white, stage:Stage IVA, alive, 242 days	148.9
TCGA-CV-7437-01A	0 years, male, stage:Stage II, dead, 506 days	147.6
TCGA-BA-4076-01A	0 years, male, white, stage:'--, dead, 415 days	145.0
TCGA-CN-4731-01A	0 years, female, white, stage:Stage IVA, dead, 998 days	143.2
TCGA-KU-A6H8-01A	0 years, male, white, stage:Stage IVA, dead, 327 days	141.2
TCGA-CV-A6K1-01A	0 years, male, white, stage:Stage IVA, alive, 685 days	137.1
TCGA-CR-7398-01A	0 years, female, white, stage:Stage II, alive, 156 days	136.5
TCGA-CV-7180-01A	0 years, male, white, stage:Stage II, dead, 327 days	136.4
TCGA-CV-6935-01A	0 years, male, white, stage:Stage IVA, dead, 295 days	135.9
TCGA-CV-7422-01A	0 years, female, white, stage:Stage IVA, dead, 1037 days	135.1
TCGA-CN-A499-01A	0 years, female, white, stage:Stage II, alive, 717 days	134.7
TCGA-CR-7365-01A	0 years, male, white, stage:Stage IVA, alive, 1191 days	133.9
TCGA-CR-7373-01A	0 years, male, white, stage:Stage IVA, alive, 889 days	132.8
TCGA-D6-6825-01A	0 years, male, white, stage:Stage I, alive, 491 days	130.2
TCGA-CN-6013-01A	0 years, male, white, stage:Stage IVA, dead, 727 days	129.1
TCGA-CV-5444-01A	0 years, male, black or african american, stage:Stage IVA, alive, 2437 days	127.3
TCGA-BA-A8YP-01A	0 years, male, black or african american, stage:Stage IVB, alive, 499 days	126.4
TCGA-BA-A4IF-01A	0 years, male, white, stage:'--, alive, 895 days	125.1
TCGA-HD-A4C1-01A	0 years, female, black or african american, stage:Stage IVA, alive, 11 days	120.3
TCGA-CQ-A4CG-01A	0 years, female, white, stage:Stage III, dead, 430 days	117.8
TCGA-MT-A67F-01A	0 years, female, white, stage:Stage IVA, alive, 384 days	116.5
TCGA-CN-5370-01A	0 years, male, white, stage:Stage III, dead, 259 days	115.9
TCGA-CR-7390-01A	0 years, male, white, stage:Stage IVA, alive, 1508 days	115.7
TCGA-CV-7255-01A	0 years, female, white, stage:Stage IVA, dead, 64 days	113.9
TCGA-BB-A5HZ-01A	0 years, male, white, stage:Stage IVA, alive, 827 days	113.7
TCGA-CQ-5327-01A	0 years, female, asian, stage:Stage IVA, alive, 1660 days	111.1
TCGA-IQ-7632-01A	0 years, female, white, stage:Stage IVA, alive, 441 days	110.7
TCGA-UF-A7J9-01A	0 years, male, white, stage:Stage IVA, alive, 1358 days	110.2
TCGA-CV-7406-01A	0 years, male, white, stage:Stage II, dead, 1748 days	107.3
TCGA-MT-A7BN-01A	0 years, male, white, stage:Stage IVA, alive, 469 days	105.1
TCGA-CQ-6227-01A	0 years, male, white, stage:Stage IVA, dead, 129 days	104.3
TCGA-CV-7099-01A	0 years, female, white, stage:Stage II, dead, 243 days	103.0
TCGA-CV-6933-01A	0 years, male, white, stage:Stage III, dead, 2741 days	101.7
TCGA-D6-8569-01A	0 years, male, white, stage:Stage II, alive, 770 days	96.1
TCGA-CQ-6224-01A	0 years, male, white, stage:Stage IVA, alive, 1721 days	95.6
TCGA-DQ-7592-01A	0 years, male, american indian or alaska native, stage:'--, alive, 1143 days	95.3
TCGA-CV-7427-01A	0 years, female, white, stage:Stage II, dead, 4760 days	92.8
TCGA-CQ-5333-01A	0 years, male, white, stage:Stage II, dead, 341 days	92.4
TCGA-CN-A49B-01A	0 years, male, white, stage:Stage III, alive, 904 days	91.1
TCGA-UF-A719-01A	0 years, male, stage:Stage II, alive, 1663 days	91.0
TCGA-CQ-5329-01A	0 years, female, white, stage:Stage II, alive, 2143 days	90.9
TCGA-UF-A7JH-01A	0 years, male, black or african american, stage:Stage IVA, alive, 896 days	90.4
TCGA-CN-A63U-01A	0 years, male, white, stage:Stage IVA, alive, 964 days	89.7
TCGA-CN-A6V7-01A	0 years, male, white, stage:Stage IVA, alive, 594 days	89.1
TCGA-BA-A6D8-01A	0 years, male, black or african american, stage:Stage IVA, alive, 850 days	89.0
TCGA-IQ-A6SH-01A	0 years, male, black or african american, stage:Stage III, alive, 471 days	88.6
TCGA-CV-7095-01A	0 years, female, stage:Stage II, dead, 572 days	88.5
TCGA-CR-6493-01A	0 years, male, black or african american, stage:Stage IVA, dead, 282 days	88.3
TCGA-CV-7440-01A	0 years, male, white, stage:Stage II, dead, 675 days	87.4
TCGA-CV-A465-01A	0 years, male, white, stage:Stage III, dead, 215 days	86.7
TCGA-D6-A4Z9-01A	0 years, male, white, stage:Stage IVA, alive, 539 days	86.0
TCGA-CQ-7068-01A	0 years, female, white, stage:Stage II, alive, 1309 days	84.9
TCGA-P3-A6T7-01A	0 years, male, white, stage:Stage IVA, dead, 487 days	83.2
TCGA-CQ-5334-01A	0 years, male, white, stage:Stage IVA, dead, 129 days	83.0
TCGA-QK-A6IG-01A	0 years, male, white, stage:Stage III, dead, 222 days	82.2
TCGA-CQ-7063-01A	0 years, female, white, stage:Stage I, alive, 2133 days	81.2
TCGA-CN-6997-01A	0 years, male, white, stage:Stage IVA, dead, 988 days	80.4
TCGA-CV-A463-01A	0 years, female, white, stage:Stage IVA, dead, 23 days	80.3
TCGA-QK-A6IJ-01A	0 years, male, white, stage:Stage III, alive, 387 days	80.2
TCGA-QK-A652-01A	0 years, male, white, stage:Stage III, alive, 645 days	79.2
TCGA-CV-6954-01A	0 years, male, black or african american, stage:Stage IVA, dead, 2002 days	77.9
TCGA-H7-8501-01A	0 years, male, white, stage:Stage IVA, alive, 461 days	77.6
TCGA-CV-A45X-01A	0 years, male, white, stage:Stage IVA, dead, 198 days	76.5
TCGA-CR-7401-01A	0 years, male, white, stage:Stage I, alive, 1077 days	75.6
TCGA-CN-6016-01A	0 years, male, white, stage:Stage IVA, alive, 1443 days	75.3
TCGA-CQ-6229-01A	0 years, male, white, stage:Stage II, alive, 1179 days	70.2
TCGA-BB-A6UM-01A	0 years, male, white, stage:Stage III, alive, 393 days	69.7
TCGA-BA-A6DJ-01A	0 years, male, asian, stage:Stage IVA, dead, 407 days	69.6
TCGA-MT-A51W-01A	0 years, female, white, stage:Stage I, alive, 437 days	69.1
TCGA-CN-5373-01A	0 years, female, white, stage:Stage I, alive, 1584 days	69.1
TCGA-CV-6436-01A	0 years, male, white, stage:Stage IVA, alive, 1899 days	68.7
TCGA-CN-A63W-01A	0 years, female, white, stage:Stage IVA, dead, 377 days	67.2
TCGA-HD-7831-01A	0 years, male, white, stage:Stage IVA, alive, 667 days	64.7
TCGA-CV-7418-01A	0 years, male, black or african american, stage:Stage IVA, dead, 789 days	64.2
TCGA-CN-5366-01A	0 years, male, white, stage:Stage IVA, dead, 360 days	63.9
TCGA-D6-A6ES-01A	0 years, male, white, stage:Stage IVA, alive, 389 days	63.2
TCGA-BB-A5HU-01A	0 years, male, white, stage:Stage IVA, alive, 782 days	62.4
TCGA-CV-7568-01A	0 years, female, white, stage:Stage IVA, dead, 927 days	61.2
TCGA-MZ-A7D7-01A	0 years, male, white, stage:Stage IVA, alive, 547 days	59.7
TCGA-CR-7386-01A	0 years, male, white, stage:Stage IVA, alive, 1430 days	59.6
TCGA-CV-7089-01A	0 years, male, white, stage:Stage IVA, dead, 1972 days	58.2
TCGA-CV-7425-01A	0 years, female, white, stage:Stage III, dead, 1718 days	58.1
TCGA-F7-A624-01A	0 years, male, white, stage:Stage II, alive, 378 days	57.2
TCGA-CV-7421-01A	0 years, male, white, stage:Stage IVA, dead, 2 days	54.9
TCGA-CV-7091-01A	0 years, male, white, stage:Stage I, alive, 3381 days	53.6
TCGA-CR-6488-01A	0 years, female, white, stage:Stage II, alive, 379 days	53.6
TCGA-CV-A45U-01A	0 years, male, white, stage:Stage IVA, dead, 1079 days	49.7
TCGA-CX-7082-01A	0 years, male, white, stage:Stage IVA, dead, 11 days	49.6
TCGA-CV-6950-01A	0 years, male, white, stage:Stage IVA, dead, 459 days	49.4
TCGA-CV-7430-01A	0 years, male, white, stage:Stage IVA, dead, 495 days	48.5
TCGA-CN-A63V-01A	0 years, male, white, stage:Stage IVA, alive, 679 days	48.5
TCGA-CV-6951-01A	0 years, male, white, stage:Stage IVA, dead, 915 days	47.8
TCGA-P3-A5QA-01A	0 years, male, stage:Stage I, alive, 2182 days	47.5
TCGA-D6-A6EN-01A	0 years, male, white, stage:Stage III, alive, 687 days	47.3
TCGA-HD-A6I0-01A	0 years, male, white, stage:Stage IVA, alive, 210 days	46.7
TCGA-CV-A45R-01A	0 years, male, white, stage:Stage III, alive, 5480 days	46.7
TCGA-CV-7428-01A	0 years, male, white, stage:Stage IVA, dead, 1671 days	46.6
TCGA-BA-6873-01A	0 years, male, white, stage:Stage IVA, alive, 122 days	45.4
TCGA-RS-A6TP-01A	0 years, male, white, stage:Stage II, alive, 516 days	45.0
TCGA-BA-4078-01A	0 years, male, white, stage:'--, dead, 276 days	43.8
TCGA-CV-7415-01A	0 years, male, white, stage:Stage IVA, dead, 695 days	43.5
TCGA-CQ-7069-01A	0 years, female, white, stage:Stage II, alive, 1274 days	43.2
TCGA-P3-A6T3-01A	0 years, male, white, stage:Stage IVA, dead, 577 days	42.8
TCGA-P3-A5QE-01A	0 years, male, white, stage:Stage III, alive, 1559 days	42.8
TCGA-P3-A6T2-01A	0 years, male, white, stage:Stage IVA, alive, 2298 days	42.4
TCGA-CN-6022-01A	0 years, male, white, stage:Stage IVA, dead, 281 days	42.3
TCGA-BB-8601-01A	0 years, male, black or african american, stage:Stage III, alive, 624 days	41.8
TCGA-P3-A6SX-01A	0 years, male, white, stage:Stage III, dead, 1430 days	41.3
TCGA-IQ-A61O-01A	0 years, male, white, stage:Stage IVA, dead, 421 days	40.9
TCGA-CN-6994-01A	0 years, male, white, stage:Stage IVA, alive, 1183 days	40.7
TCGA-C9-A47Z-01A	0 years, female, asian, stage:Stage III, dead, 191 days	39.9
TCGA-CV-7438-01A	0 years, female, white, stage:Stage I, dead, 194 days	39.5
TCGA-UF-A7JS-01A	0 years, male, white, stage:Stage IVA, dead, 680 days	37.9
TCGA-CQ-5330-01A	0 years, female, white, stage:Stage IVA, alive, 1897 days	37.5
TCGA-CQ-A4C6-01A	0 years, male, asian, stage:Stage II, alive, 1353 days	36.6
TCGA-CV-7090-01A	0 years, male, white, stage:Stage II, alive, 5252 days	35.8
TCGA-CV-A6JM-01A	0 years, male, white, stage:'--, dead, 194 days	35.1
TCGA-P3-A5QF-01A	0 years, male, white, stage:Stage IVA, dead, 330 days	35.0
TCGA-UF-A7JV-01A	0 years, female, white, stage:Stage IVA, dead, 90 days	34.8
TCGA-DQ-5625-01A	0 years, female, white, stage:'--, dead, 1133 days	33.0
TCGA-CV-7429-01A	0 years, male, white, stage:Stage IVA, dead, 107 days	33.0
TCGA-HL-7533-01A	0 years, male, white, stage:'--, alive, 1057 days	32.8
TCGA-HD-7832-01A	0 years, male, white, stage:Stage IVA, alive, 836 days	32.8
TCGA-CN-5367-01A	0 years, female, white, stage:Stage IVA, dead, 352 days	32.6
TCGA-CV-7183-01A	0 years, male, white, stage:Stage II, alive, 3981 days	29.6
TCGA-T3-A92N-01A	0 years, male, black or african american, stage:Stage IVA, dead, 95 days	28.9
TCGA-CN-4727-01A	0 years, male, white, stage:Stage IVA, alive, 1560 days	28.5
TCGA-C9-A480-01A	0 years, female, asian, stage:Stage III, alive, 386 days	28.4
TCGA-CN-4730-01A	0 years, male, white, stage:Stage IVA, alive, 817 days	27.8
TCGA-CN-5361-01A	0 years, male, white, stage:Stage IVA, dead, 2120 days	27.4
TCGA-H7-8502-01A	0 years, male, white, stage:Stage IVA, alive, 458 days	26.9
TCGA-CV-A6JU-01A	0 years, female, white, stage:Stage IVB, alive, 110 days	26.7
TCGA-CQ-6220-01A	0 years, male, white, stage:Stage III, dead, 985 days	26.0
TCGA-CQ-6222-01A	0 years, male, white, stage:Stage IVA, alive, 2016 days	25.9
TCGA-CQ-A4C7-01A	0 years, male, white, stage:Stage III, dead, 353 days	25.0
TCGA-CN-6995-01A	0 years, male, white, stage:Stage IVA, dead, 112 days	24.4
TCGA-CV-A6JD-01A	0 years, female, white, stage:'--, dead, 182 days	24.0
TCGA-CR-7397-01A	0 years, male, white, stage:Stage IVA, alive, 754 days	23.5
TCGA-CV-5976-01A	0 years, male, white, stage:Stage IVA, alive, 1478 days	23.4
TCGA-CV-7245-01A	0 years, male, white, stage:Stage IVA, alive, 797 days	22.4
TCGA-CR-5247-01A	0 years, male, black or african american, stage:'--, alive, 358 days	22.3
TCGA-UF-A7JO-01A	0 years, female, white, stage:Stage IVA, dead, 631 days	22.1
TCGA-BA-A6DG-01A	0 years, male, white, stage:'--, dead, 69 days	22.0
TCGA-CV-7097-01A	0 years, male, white, stage:Stage II, dead, 385 days	21.9
TCGA-CV-7103-01A	0 years, male, white, stage:Stage IVA, dead, 1591 days	21.8
TCGA-CQ-A4CI-01A	0 years, male, white, stage:Stage III, alive, 950 days	21.4
TCGA-F7-A50G-01A	0 years, male, white, stage:Stage III, alive, 616 days	21.1
TCGA-CQ-5326-01A	0 years, male, white, stage:Stage IVA, dead, 89 days	20.1
TCGA-CV-7102-01A	0 years, female, white, stage:Stage IVA, dead, 56 days	19.8
TCGA-BA-4074-01A	0 years, male, white, stage:Stage IVA, dead, 462 days	19.6
TCGA-UF-A7JK-01A	0 years, male, stage:Stage IVA, dead, 424 days	19.5
TCGA-CN-4736-01A	0 years, female, white, stage:'--, dead, 395 days	18.7
TCGA-CN-5365-01A	0 years, male, white, stage:Stage IVB, dead, 351 days	17.5
TCGA-CV-A6JT-01A	0 years, male, white, stage:Stage II, alive, 852 days	17.3
TCGA-IQ-A6SG-01A	0 years, female, white, stage:Stage III, alive, 579 days	16.3
TCGA-CV-A45P-01A	0 years, female, white, stage:Stage I, alive, 639 days	16.0
TCGA-CV-7235-01A	0 years, male, white, stage:Stage II, alive, 2347 days	15.9
TCGA-P3-A6T6-01A	0 years, male, white, stage:Stage IVA, dead, 395 days	15.9
TCGA-T2-A6X2-01A	0 years, male, white, stage:Stage III, alive, 987 days	15.9
TCGA-CV-7407-01A	0 years, female, white, stage:Stage II, dead, 1081 days	15.5
TCGA-CV-6937-01A	0 years, male, white, stage:Stage II, dead, 624 days	15.1
TCGA-HD-8224-01A	0 years, male, white, stage:Stage IVA, dead, 446 days	15.0
TCGA-QK-A6IH-01A	0 years, female, white, stage:Stage IVB, alive, 653 days	14.8
TCGA-CV-6003-01A	0 years, female, white, stage:Stage III, alive, 1665 days	14.6
TCGA-HD-8634-01A	0 years, female, white, stage:Stage I, dead, 385 days	14.5
TCGA-IQ-A61J-01A	0 years, male, white, stage:Stage IVA, alive, 1021 days	14.0
TCGA-HD-A633-01A	0 years, male, white, stage:Stage IVA, alive, 421 days	14.0
TCGA-CV-6962-01A	0 years, male, white, stage:Stage IVA, dead, 126 days	13.6
TCGA-CN-A49A-01A	0 years, male, white, stage:Stage IVB, dead, 526 days	13.4
TCGA-CN-A642-01A	0 years, male, white, stage:Stage IVB, dead, 82 days	11.9
TCGA-RS-A6TO-01A	0 years, female, white, stage:Stage IVA, dead, 387 days	11.2
TCGA-CN-4737-01A	0 years, male, white, stage:Stage IVA, alive, 625 days	11.0
TCGA-BA-5557-01A	0 years, female, stage:Stage III, alive, 623 days	10.5
TCGA-CV-6945-01A	0 years, male, white, stage:Stage IVA, dead, 366 days	10.2
TCGA-CN-4726-01A	0 years, male, white, stage:Stage IVA, dead, 142 days	10.2
TCGA-CV-A6K2-01A	0 years, male, white, stage:Stage IVA, dead, 317 days	10.2
TCGA-CN-5364-01A	0 years, male, white, stage:Stage IVA, dead, 493 days	10.0
TCGA-CN-6011-01A	0 years, male, white, stage:Stage IVA, alive, 933 days	8.7
TCGA-CV-7414-01A	0 years, male, white, stage:Stage IVA, dead, 14 days	8.5
TCGA-CV-5979-01A	0 years, male, white, stage:Stage IVA, alive, 1315 days	8.2
TCGA-QK-A6II-01A	0 years, male, white, stage:Stage IVA, dead, 284 days	7.8
TCGA-CV-7416-01A	0 years, female, white, stage:Stage IVA, dead, 763 days	7.7
TCGA-CV-5442-01A	0 years, female, white, stage:Stage IVA, alive, 2327 days	6.8
TCGA-WA-A7GZ-01A	0 years, male, white, stage:'--, dead, 625 days	6.7
TCGA-CQ-7065-01A	0 years, male, asian, stage:Stage II, alive, 1628 days	6.7
TCGA-CV-6961-01A	0 years, male, white, stage:Stage II, dead, 76 days	6.6
TCGA-D6-A6EP-01A	0 years, male, white, stage:Stage III, alive, 424 days	6.4
TCGA-CV-6938-01A	0 years, male, white, stage:Stage II, dead, 144 days	6.1
TCGA-CV-7247-01A	0 years, male, white, stage:Stage III, dead, 577 days	5.9
TCGA-CN-6024-01A	0 years, male, white, stage:Stage IVA, dead, 337 days	5.9
TCGA-CV-7253-01A	0 years, male, black or african american, stage:Stage IVA, dead, 361 days	5.0
TCGA-QK-A8ZA-01A	0 years, male, black or african american, stage:'--, dead, 371 days	5.0
TCGA-CN-6998-01A	0 years, male, white, stage:Stage IVA, dead, 357 days	4.8
TCGA-UF-A7JC-01A	0 years, male, white, stage:Stage IVA, dead, 546 days	4.5
TCGA-CV-7423-01A	0 years, male, white, stage:Stage II, dead, 3059 days	4.3
TCGA-P3-A6T8-01A	0 years, male, white, stage:Stage IVA, alive, 400 days	4.3
TCGA-IQ-7630-01A	0 years, male, white, stage:Stage II, alive, 485 days	4.2
TCGA-CV-5977-01A	0 years, male, white, stage:Stage IVA, alive, 1840 days	4.1
TCGA-UF-A7JA-01A	0 years, female, white, stage:Stage IVA, alive, 2265 days	3.8
TCGA-CV-7434-01A	0 years, male, white, stage:Stage IVA, dead, 218 days	3.4
TCGA-CV-5435-01A	0 years, male, white, stage:Stage IVA, dead, 2319 days	2.8
TCGA-CQ-6221-01A	0 years, male, white, stage:'--, alive, 1000 days	2.8
TCGA-CV-5440-01A	0 years, male, white, stage:Stage IVA, alive, 3270 days	2.6
TCGA-CQ-A4CD-01A	0 years, male, white, stage:Stage IVA, alive, 1022 days	2.5
TCGA-UF-A71A-01A	0 years, male, white, stage:Stage IVA, dead, 86 days	2.4
TCGA-CN-4725-01A	0 years, male, white, stage:Stage II, alive, 1157 days	2.1
TCGA-QK-A6VB-01A	0 years, male, white, stage:Stage IVA, alive, 641 days	2.1
TCGA-CV-6955-01A	0 years, female, white, stage:Stage II, dead, 334 days	2.0
TCGA-KU-A66T-01A	0 years, female, white, stage:Stage IVA, alive, 552 days	1.7
TCGA-CV-A45Q-01A	0 years, female, white, stage:'--, dead, 5152 days	1.7
TCGA-BB-A6UO-01A	0 years, female, white, stage:Stage IVA, dead, 268 days	1.6
TCGA-F7-A622-01A	0 years, male, white, stage:Stage III, dead, 359 days	1.6
TCGA-CV-A45O-01A	0 years, male, white, stage:'--, alive, 851 days	1.6
TCGA-BB-A5HY-01A	0 years, male, white, stage:Stage IVA, dead, 321 days	1.6
TCGA-CQ-7072-01A	0 years, male, white, stage:Stage II, alive, 2359 days	1.6
TCGA-HD-A634-01A	0 years, male, white, stage:Stage IVA, dead, 130 days	1.5
TCGA-BB-4224-01A	0 years, male, white, stage:Stage IVA, alive, 278 days	1.5
TCGA-F7-A61W-01A	0 years, male, asian, stage:Stage IVA, alive, 14 days	1.4
TCGA-CQ-6225-01A	0 years, male, white, stage:Stage III, dead, 403 days	1.2
TCGA-IQ-7631-01A	0 years, female, white, stage:Stage II, alive, 1172 days	1.1
TCGA-CV-6960-01A	0 years, male, black or african american, stage:Stage III, dead, 862 days	1.1
TCGA-CV-5966-01A	0 years, female, white, stage:Stage IVA, dead, 545 days	1.0
TCGA-BB-4227-01A	0 years, male, white, stage:Stage IVA, alive, 134 days	1.0
TCGA-BA-4075-01A	0 years, male, black or african american, stage:Stage III, dead, 283 days	0.9
TCGA-CV-7432-01A	0 years, male, white, stage:Stage II, dead, 2570 days	0.9
TCGA-CR-7380-01A	0 years, male, white, stage:Stage IVB, dead, 606 days	0.8
TCGA-P3-A6T0-01A	0 years, female, white, stage:Stage IVA, alive, 578 days	0.8
TCGA-IQ-A61G-01A	0 years, male, white, stage:Stage IVA, alive, 360 days	0.6
TCGA-CV-6441-01A	0 years, male, white, stage:Stage III, dead, 292 days	0.6
TCGA-QK-A64Z-01A	0 years, female, white, stage:Stage IVA, dead, 641 days	0.6
TCGA-DQ-7588-01A	0 years, male, white, stage:'--, dead, 427 days	0.5
TCGA-CV-7100-01A	0 years, male, white, stage:Stage III, dead, 274 days	0.3
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HEAD AND NECK SQUAMOUS CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

183

Samples

Sample ID	Sample type	nRPX
CPT0201830004	Tumor	2.6
CPT0245180003	Tumor	2.4
CPT0245130003	Tumor	2.1
CPT0199710003	Normal	2.0
CPT0195860003	Tumor	2.0
CPT0123280003	Normal	1.8
CPT0163740003	Tumor	1.5
CPT0243090003	Tumor	1.4
CPT0226390003	Tumor	1.2
CPT0123260003	Tumor	1.1
CPT0163720003	Normal	1.0
CPT0245300003	Tumor	1.0
CPT0245680003	Tumor	0.9
CPT0008930003	Tumor	0.9
CPT0024810003	Tumor	0.9
CPT0199700003	Tumor	0.8
CPT0184530003	Tumor	0.8
CPT0163790003	Tumor	0.8
CPT0235460003	Tumor	0.7
CPT0088410003	Tumor	0.7
CPT0169920003	Normal	0.6
CPT0169730003	Tumor	0.6
CPT0013030003	Normal	0.6
CPT0163600003	Tumor	0.6
CPT0222360003	Tumor	0.6
CPT0163840003	Tumor	0.5
CPT0008630003	Tumor	0.5
CPT0226440003	Tumor	0.5
CPT0241980004	Tumor	0.4
CPT0194800003	Normal	0.4
CPT0245730003	Tumor	0.4
CPT0087990003	Tumor	0.3
CPT0237620004	Tumor	0.3
CPT0169890003	Tumor	0.2
CPT0011290003	Tumor	0.2
CPT0199890003	Normal	0.1
CPT0177710003	Tumor	0.1
CPT0245550003	Tumor	0.1
CPT0163910003	Tumor	0.1
CPT0237480004	Tumor	0.1
CPT0163240003	Tumor	0.0
CPT0084630009	Tumor	0.0
CPT0220620003	Normal	0.0
CPT0013000004	Tumor	0.0
CPT0245190003	Normal	0.0
CPT0123180003	Tumor	0.0
CPT0246620003	Tumor	-0.1
CPT0163410003	Tumor	-0.1
CPT0176770003	Tumor	-0.1
CPT0237150003	Normal	-0.1
CPT0094560004	Tumor	-0.1
CPT0236850004	Tumor	-0.1
CPT0236620003	Tumor	-0.1
CPT0094280004	Tumor	-0.2
CPT0199880003	Tumor	-0.2
CPT0169640003	Tumor	-0.2
CPT0163490003	Normal	-0.2
CPT0163860003	Normal	-0.2
CPT0237500003	Normal	-0.2
CPT0194790003	Tumor	-0.3
CPT0246670003	Tumor	-0.3
CPT0245060004	Tumor	-0.3
CPT0194260003	Normal	-0.3
CPT0248330003	Tumor	-0.3
CPT0245400003	Tumor	-0.3
CPT0095040003	Tumor	-0.3
CPT0177390003	Tumor	-0.3
CPT0163480003	Tumor	-0.3
CPT0194960003	Tumor	-0.3
CPT0245140003	Normal	-0.4
CPT0088060004	Tumor	-0.4
CPT0094420004	Tumor	-0.4
CPT0245230004	Tumor	-0.4
CPT0163340003	Tumor	-0.4
CPT0245630003	Tumor	-0.4
CPT0123190003	Normal	-0.4
CPT0244940004	Tumor	-0.4
C3N-01859-04	Normal	-0.4
CPT0261520003	Tumor	-0.5
CPT0245010003	Tumor	-0.5
CPT0162940003	Tumor	-0.5
CPT0008960003	Normal	-0.5
CPT0194420003	Tumor	-0.6
CPT0195880003	Normal	-0.6
CPT0196040003	Tumor	-0.6
CPT0245500003	Tumor	-0.6
CPT0011320003	Normal	-0.6
CPT0177010003	Tumor	-0.6
CPT0245020003	Normal	-0.7
CPT0226450003	Normal	-0.7
CPT0084650004	Normal	-0.7
CPT0094490004	Tumor	-0.8
CPT0248520003	Tumor	-0.8
CPT0237130004	Tumor	-0.8
CPT0235910003	Tumor	-0.8
CPT0242000004	Normal	-0.8
CPT0223450003	Tumor	-0.8
CPT0223970003	Tumor	-0.8
CPT0163090003	Tumor	-0.8
CPT0163530003	Tumor	-0.9
C3N-02693-06	Normal	-0.9
CPT0177200003	Tumor	-0.9
CPT0226030003	Tumor	-1.0
CPT0162990004	Tumor	-1.0
CPT0207870004	Tumor	-1.1
CPT0163160003	Tumor	-1.1
CPT0245600003	Tumor	-1.1
CPT0201860004	Normal	-1.1
CPT0190850003	Tumor	-1.1
CPT0246540003	Tumor	-1.1
CPT0088080003	Normal	-1.2
CPT0163250003	Normal	-1.2
CPT0223460003	Normal	-1.2
CPT0220610003	Tumor	-1.3
CPT0196210003	Tumor	-1.3
CPT0236640003	Normal	-1.3
CPT0196060003	Normal	-1.3
CPT0194250003	Tumor	-1.4
CPT0094350004	Tumor	-1.4
CPT0244890004	Tumor	-1.4
CPT0229220002	Normal	-1.5
CPT0245410003	Normal	-1.5
CPT0226400003	Normal	-1.5
C3N-04275-05	Normal	-1.5
C3N-04276-06	Normal	-1.5
CPT0281470002	Normal	-1.5
CPT0088010003	Normal	-1.5
CPT0163430003	Normal	-1.6
CPT0177220003	Normal	-1.6
CPT0169740004	Normal	-1.6
CPT0245560003	Normal	-1.6
CPT0278700002	Normal	-1.7
CPT0226250004	Tumor	-1.7
CPT0243140004	Normal	-1.7
CPT0163800003	Normal	-1.7
CPT0222180003	Tumor	-1.7
C3N-01758-04	Normal	-1.7
CPT0237640003	Normal	-1.8
CPT0163650003	Tumor	-1.8
CPT0245450003	Tumor	-1.9
CPT0256560003	Tumor	-1.9
CPT0235920003	Normal	-1.9
CPT0235470002	Normal	-2.1
CPT0199820003	Tumor	-2.1
CPT0236870003	Normal	-2.2
CPT0199830003	Normal	-2.2
CPT0248350003	Normal	-2.2
CPT0088430003	Normal	-2.3
CPT0246590003	Tumor	-2.4
CPT0226350003	Normal	-2.4
CPT0226130003	Tumor	-2.5
CPT0163020003	Normal	-2.5
CPT0190860003	Normal	-2.5
C3N-04279-05	Normal	-2.5
CPT0222200003	Normal	-2.5
CPT0250310003	Tumor	-2.8
CPT0226090003	Normal	-2.8
C3N-00857-05	Normal	-2.8
CPT0162890003	Tumor	-2.9
C3N-01620-05	Normal	-3.0
CPT0245460003	Normal	-3.1
CPT0195680003	Tumor	-3.1
CPT0245350003	Tumor	-3.1
CPT0094580003	Normal	-3.2
CPT0226340003	Tumor	-3.2
CPT0163170003	Normal	-3.3
CPT0127050003	Tumor	-3.4
CPT0226270003	Normal	-4.1
CPT0163610003	Normal	-4.5
CPT0087820003	Tumor	N/A
CPT0011130005	Tumor	N/A
CPT0229230003	Normal	N/A
C3N-00295-05	Normal	N/A
CPT0195700003	Normal	N/A
CPT0013430003	Tumor	N/A
CPT0013130003	Tumor	N/A
CPT0169750003	Normal	N/A
CPT0013250003	Normal	N/A
CPT0008520008	Tumor	N/A
CPT0013210004	Tumor	N/A
CPT0229210003	Tumor	N/A
CPT0013460003	Normal	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 HPA001217	Antibody HPA006013
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 Squamous cell carcinoma, metastatic, NOS
Squamous cell carcinoma, NOS
Neoplasm, malignant, NOS
Carcinoma, NOS
Adenocarcinoma, NOS