Expression of KRT6A 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

KRT6A is not prognostic in Head and Neck Squamous Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 5459.96

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

8734.7

Number of samples

492

Samples

Sample	Description	TPM
TCGA-H7-7774-01A	0 years, female, white, stage:Stage IVA, alive, 407 days	45642.6
TCGA-CN-5373-01A	0 years, female, white, stage:Stage I, alive, 1584 days	38330.5
TCGA-CV-7411-01A	0 years, female, white, stage:Stage IVA, dead, 2717 days	37583.6
TCGA-CR-7391-01A	0 years, female, white, stage:Stage I, alive, 913 days	29273.3
TCGA-CV-6955-01A	0 years, female, white, stage:Stage II, dead, 334 days	28064.0
TCGA-CR-6491-01A	0 years, male, black or african american, stage:Stage IVA, alive, 693 days	27886.3
TCGA-CV-7430-01A	0 years, male, white, stage:Stage IVA, dead, 495 days	26912.8
TCGA-CV-7183-01A	0 years, male, white, stage:Stage II, alive, 3981 days	26732.4
TCGA-CN-4734-01A	0 years, male, white, stage:Stage II, alive, 1690 days	26179.1
TCGA-CN-4722-01A	0 years, female, white, stage:Stage II, alive, 1483 days	25168.7
TCGA-CQ-6220-01A	0 years, male, white, stage:Stage III, dead, 985 days	24554.4
TCGA-C9-A47Z-01A	0 years, female, asian, stage:Stage III, dead, 191 days	24328.7
TCGA-CQ-6223-01A	0 years, male, white, stage:Stage II, alive, 1428 days	24264.3
TCGA-CN-5365-01A	0 years, male, white, stage:Stage IVB, dead, 351 days	24231.3
TCGA-IQ-A61J-01A	0 years, male, white, stage:Stage IVA, alive, 1021 days	24026.5
TCGA-CV-6935-01A	0 years, male, white, stage:Stage IVA, dead, 295 days	23945.2
TCGA-CR-7386-01A	0 years, male, white, stage:Stage IVA, alive, 1430 days	23547.0
TCGA-CR-7401-01A	0 years, male, white, stage:Stage I, alive, 1077 days	22867.6
TCGA-UF-A7JC-01A	0 years, male, white, stage:Stage IVA, dead, 546 days	22754.0
TCGA-CQ-6218-01A	0 years, female, white, stage:Stage IVA, alive, 1253 days	22479.4
TCGA-D6-6516-01A	0 years, male, white, stage:Stage I, alive, 773 days	22311.2
TCGA-CV-A463-01A	0 years, female, white, stage:Stage IVA, dead, 23 days	22240.4
TCGA-F7-A50G-01A	0 years, male, white, stage:Stage III, alive, 616 days	21972.9
TCGA-CR-6471-01A	0 years, male, white, stage:Stage IVA, dead, 1202 days	21843.0
TCGA-T2-A6X2-01A	0 years, male, white, stage:Stage III, alive, 987 days	21244.2
TCGA-CR-7365-01A	0 years, male, white, stage:Stage IVA, alive, 1191 days	20886.5
TCGA-CV-A45V-01A	0 years, female, white, stage:Stage IVA, dead, 32 days	20625.1
TCGA-HD-8634-01A	0 years, female, white, stage:Stage I, dead, 385 days	20044.2
TCGA-CQ-A4CE-01A	0 years, female, stage:Stage II, alive, 897 days	19994.2
TCGA-CV-A45P-01A	0 years, female, white, stage:Stage I, alive, 639 days	19668.3
TCGA-CQ-7065-01A	0 years, male, asian, stage:Stage II, alive, 1628 days	19657.9
TCGA-CV-A6JY-01A	0 years, male, white, stage:Stage IVA, alive, 646 days	19564.3
TCGA-CR-7372-01A	0 years, male, white, stage:Stage I, alive, 759 days	19257.2
TCGA-CV-7089-01A	0 years, male, white, stage:Stage IVA, dead, 1972 days	19212.2
TCGA-CQ-7071-01A	0 years, female, white, stage:Stage III, alive, 1311 days	19147.1
TCGA-CV-7425-01A	0 years, female, white, stage:Stage III, dead, 1718 days	19066.2
TCGA-D6-6825-01A	0 years, male, white, stage:Stage I, alive, 491 days	19036.8
TCGA-CQ-5331-01A	0 years, female, white, stage:'--, alive, 1399 days	18951.0
TCGA-CR-7393-01A	0 years, male, white, stage:Stage III, alive, 993 days	18843.0
TCGA-CV-6943-01A	0 years, male, white, stage:Stage III, dead, 602 days	18598.3
TCGA-CV-A465-01A	0 years, male, white, stage:Stage III, dead, 215 days	18556.8
TCGA-MT-A51W-01A	0 years, female, white, stage:Stage I, alive, 437 days	18535.4
TCGA-CV-5442-01A	0 years, female, white, stage:Stage IVA, alive, 2327 days	18428.9
TCGA-CR-7380-01A	0 years, male, white, stage:Stage IVB, dead, 606 days	18413.3
TCGA-CV-A45O-01A	0 years, male, white, stage:'--, alive, 851 days	18402.0
TCGA-CV-7423-01A	0 years, male, white, stage:Stage II, dead, 3059 days	18329.6
TCGA-C9-A480-01A	0 years, female, asian, stage:Stage III, alive, 386 days	18208.9
TCGA-IQ-7632-01A	0 years, female, white, stage:Stage IVA, alive, 441 days	18077.9
TCGA-CN-4737-01A	0 years, male, white, stage:Stage IVA, alive, 625 days	18064.4
TCGA-CV-7413-01A	0 years, female, white, stage:Stage II, dead, 294 days	18063.1
TCGA-CV-7095-01A	0 years, female, stage:Stage II, dead, 572 days	17910.4
TCGA-CV-7245-01A	0 years, male, white, stage:Stage IVA, alive, 797 days	17817.1
TCGA-CV-5970-01A	0 years, male, white, stage:Stage IVA, dead, 406 days	17750.1
TCGA-CQ-5326-01A	0 years, male, white, stage:Stage IVA, dead, 89 days	17721.9
TCGA-BA-5558-01A	0 years, male, white, stage:'--, alive, 1995 days	17709.7
TCGA-CV-6952-01A	0 years, female, white, stage:Stage IVA, dead, 185 days	17489.6
TCGA-CV-7427-01A	0 years, female, white, stage:Stage II, dead, 4760 days	17414.3
TCGA-CV-5439-01A	0 years, male, white, stage:Stage IVA, dead, 546 days	17112.8
TCGA-BA-5557-01A	0 years, female, stage:Stage III, alive, 623 days	16905.8
TCGA-BA-5556-01A	0 years, female, white, stage:Stage II, alive, 725 days	16792.8
TCGA-CV-6953-01A	0 years, female, white, stage:Stage III, dead, 1641 days	16749.0
TCGA-CV-7091-01A	0 years, male, white, stage:Stage I, alive, 3381 days	16618.6
TCGA-CV-7180-01A	0 years, male, white, stage:Stage II, dead, 327 days	16555.6
TCGA-CV-6945-01A	0 years, male, white, stage:Stage IVA, dead, 366 days	16537.7
TCGA-CR-7397-01A	0 years, male, white, stage:Stage IVA, alive, 754 days	16404.6
TCGA-CV-7434-01A	0 years, male, white, stage:Stage IVA, dead, 218 days	16357.1
TCGA-CQ-7063-01A	0 years, female, white, stage:Stage I, alive, 2133 days	16188.8
TCGA-CQ-6222-01A	0 years, male, white, stage:Stage IVA, alive, 2016 days	16151.8
TCGA-CN-4729-01A	0 years, male, white, stage:Stage III, alive, 392 days	15710.7
TCGA-D6-A4Z9-01A	0 years, male, white, stage:Stage IVA, alive, 539 days	15659.2
TCGA-P3-A6T4-01A	0 years, male, white, stage:Stage IVA, dead, 62 days	15565.1
TCGA-DQ-7592-01A	0 years, male, american indian or alaska native, stage:'--, alive, 1143 days	15513.7
TCGA-CN-A498-01A	0 years, female, white, stage:Stage III, dead, 773 days	15441.1
TCGA-CN-4738-01A	0 years, male, white, stage:Stage IVA, dead, 436 days	15323.5
TCGA-CV-7410-01A	0 years, male, white, stage:Stage III, dead, 6417 days	15284.9
TCGA-CQ-5323-01A	0 years, male, white, stage:Stage I, alive, 1466 days	15248.9
TCGA-CV-7428-01A	0 years, male, white, stage:Stage IVA, dead, 1671 days	15202.1
TCGA-CV-7177-01A	0 years, female, white, stage:Stage II, dead, 663 days	15170.9
TCGA-CR-7395-01A	0 years, female, white, stage:Stage II, alive, 930 days	14912.2
TCGA-CR-7394-01A	0 years, male, white, stage:Stage IVA, alive, 1346 days	14761.9
TCGA-BA-5151-01A	0 years, male, white, stage:Stage IVA, alive, 722 days	14626.6
TCGA-CV-7102-01A	0 years, female, white, stage:Stage IVA, dead, 56 days	14603.7
TCGA-HD-A4C1-01A	0 years, female, black or african american, stage:Stage IVA, alive, 11 days	14532.7
TCGA-CN-4725-01A	0 years, male, white, stage:Stage II, alive, 1157 days	14498.9
TCGA-CN-5356-01A	0 years, male, white, stage:Stage III, alive, 1409 days	14481.3
TCGA-QK-A64Z-01A	0 years, female, white, stage:Stage IVA, dead, 641 days	14263.1
TCGA-CV-7432-01A	0 years, male, white, stage:Stage II, dead, 2570 days	14259.4
TCGA-CQ-6229-01A	0 years, male, white, stage:Stage II, alive, 1179 days	14144.4
TCGA-D6-6517-01A	0 years, male, white, stage:Stage III, alive, 292 days	14143.4
TCGA-F7-A50J-01A	0 years, female, white, stage:Stage III, alive, 947 days	14023.7
TCGA-P3-A6T7-01A	0 years, male, white, stage:Stage IVA, dead, 487 days	13967.6
TCGA-BA-6872-01A	0 years, male, white, stage:'--, dead, 384 days	13937.8
TCGA-CV-7104-01A	0 years, female, white, stage:Stage IVA, dead, 393 days	13887.3
TCGA-CV-6959-01A	0 years, male, white, stage:Stage III, dead, 256 days	13804.5
TCGA-CN-6994-01A	0 years, male, white, stage:Stage IVA, alive, 1183 days	13540.5
TCGA-TN-A7HJ-01A	0 years, male, white, stage:Stage IVA, alive, 403 days	13479.2
TCGA-CX-7086-01A	0 years, male, black or african american, stage:Stage III, alive, 573 days	13466.7
TCGA-F7-8489-01A	0 years, male, white, stage:Stage II, alive, 658 days	13453.1
TCGA-CN-6011-01A	0 years, male, white, stage:Stage IVA, alive, 933 days	13408.1
TCGA-CN-5367-01A	0 years, female, white, stage:Stage IVA, dead, 352 days	13388.7
TCGA-H7-A6C4-01A	0 years, female, white, stage:Stage IVA, dead, 414 days	13325.0
TCGA-CR-7379-01A	0 years, female, white, stage:Stage IVA, alive, 1036 days	13322.8
TCGA-HD-7229-01A	0 years, male, white, stage:Stage IVA, alive, 1027 days	13122.6
TCGA-CN-6021-01A	0 years, female, white, stage:'--, dead, 276 days	13096.7
TCGA-CN-6018-01A	0 years, female, white, stage:Stage IVA, dead, 580 days	13037.1
TCGA-CN-5366-01A	0 years, male, white, stage:Stage IVA, dead, 360 days	12870.8
TCGA-CV-7255-01A	0 years, female, white, stage:Stage IVA, dead, 64 days	12791.3
TCGA-CX-7085-01A	0 years, female, white, stage:Stage I, alive, 321 days	12719.0
TCGA-CV-A468-01A	0 years, male, stage:Stage IVA, dead, 464 days	12668.0
TCGA-BB-A6UO-01A	0 years, female, white, stage:Stage IVA, dead, 268 days	12581.1
TCGA-CR-6477-01A	0 years, female, white, stage:'--, alive, 514 days	12545.5
TCGA-CN-4736-01A	0 years, female, white, stage:'--, dead, 395 days	12504.7
TCGA-CQ-A4C6-01A	0 years, male, asian, stage:Stage II, alive, 1353 days	12421.7
TCGA-CQ-5324-01A	0 years, male, white, stage:Stage III, alive, 1593 days	12365.4
TCGA-CV-7253-01A	0 years, male, black or african american, stage:Stage IVA, dead, 361 days	12309.3
TCGA-CN-A499-01A	0 years, female, white, stage:Stage II, alive, 717 days	12273.8
TCGA-CR-7369-01A	0 years, male, white, stage:Stage IVA, dead, 1090 days	12141.3
TCGA-P3-A6T0-01A	0 years, female, white, stage:Stage IVA, alive, 578 days	12104.5
TCGA-DQ-5625-01A	0 years, female, white, stage:'--, dead, 1133 days	12014.9
TCGA-CN-4726-01A	0 years, male, white, stage:Stage IVA, dead, 142 days	11931.0
TCGA-CQ-5327-01A	0 years, female, asian, stage:Stage IVA, alive, 1660 days	11921.4
TCGA-BA-A6DB-01A	0 years, female, white, stage:Stage I, alive, 216 days	11904.4
TCGA-CN-5369-01A	0 years, female, white, stage:Stage IVA, dead, 1 days	11856.1
TCGA-CV-7415-01A	0 years, male, white, stage:Stage IVA, dead, 695 days	11797.0
TCGA-CN-4741-01A	0 years, male, white, stage:Stage IVA, alive, 2239 days	11737.7
TCGA-MT-A51X-01A	0 years, male, white, stage:Stage IVA, alive, 242 days	11724.5
TCGA-CV-A45T-01A	0 years, female, white, stage:'--, dead, 4856 days	11712.6
TCGA-UF-A7JH-01A	0 years, male, black or african american, stage:Stage IVA, alive, 896 days	11689.0
TCGA-IQ-A6SH-01A	0 years, male, black or african american, stage:Stage III, alive, 471 days	11682.4
TCGA-H7-8502-01A	0 years, male, white, stage:Stage IVA, alive, 458 days	11640.5
TCGA-UF-A7JK-01A	0 years, male, stage:Stage IVA, dead, 424 days	11580.5
TCGA-CR-7377-01A	0 years, male, white, stage:Stage IVA, dead, 279 days	11542.7
TCGA-CV-7236-01A	0 years, female, white, stage:Stage IVA, dead, 144 days	11533.9
TCGA-CQ-5329-01A	0 years, female, white, stage:Stage II, alive, 2143 days	11380.7
TCGA-F7-A623-01A	0 years, male, white, stage:Stage IVA, alive, 616 days	11364.4
TCGA-CV-A45R-01A	0 years, male, white, stage:Stage III, alive, 5480 days	11350.1
TCGA-CN-4742-01A	0 years, female, white, stage:Stage IVA, dead, 397 days	11252.4
TCGA-IQ-A6SG-01A	0 years, female, white, stage:Stage III, alive, 579 days	11232.6
TCGA-HD-7753-01A	0 years, male, black or african american, stage:Stage I, alive, 866 days	11148.7
TCGA-CQ-7069-01A	0 years, female, white, stage:Stage II, alive, 1274 days	11022.8
TCGA-CV-5977-01A	0 years, male, white, stage:Stage IVA, alive, 1840 days	10972.8
TCGA-QK-A8ZB-01A	0 years, male, black or african american, stage:Stage IVA, alive, 542 days	10890.4
TCGA-D6-6515-01A	0 years, female, white, stage:Stage II, dead, 403 days	10870.0
TCGA-CN-6020-01A	0 years, male, black or african american, stage:Stage III, dead, 205 days	10849.2
TCGA-CV-5436-01A	0 years, male, stage:Stage IVA, dead, 584 days	10827.2
TCGA-CV-7252-01A	0 years, female, black or african american, stage:Stage IVA, dead, 151 days	10808.2
TCGA-MT-A67A-01A	0 years, female, white, stage:Stage I, alive, 914 days	10776.7
TCGA-CN-5355-01A	0 years, male, black or african american, stage:Stage IVA, alive, 1278 days	10756.8
TCGA-HD-7832-01A	0 years, male, white, stage:Stage IVA, alive, 836 days	10753.0
TCGA-CV-7097-01A	0 years, male, white, stage:Stage II, dead, 385 days	10684.3
TCGA-CR-6492-01A	0 years, male, white, stage:Stage III, alive, 479 days	10677.5
TCGA-UF-A718-01A	0 years, male, white, stage:Stage IVA, alive, 1971 days	10651.0
TCGA-RS-A6TO-01A	0 years, female, white, stage:Stage IVA, dead, 387 days	10645.1
TCGA-CR-6488-01A	0 years, female, white, stage:Stage II, alive, 379 days	10571.0
TCGA-QK-A652-01A	0 years, male, white, stage:Stage III, alive, 645 days	10555.8
TCGA-DQ-5629-01A	0 years, male, white, stage:'--, dead, 941 days	10449.1
TCGA-BA-A6DI-01A	0 years, male, black or african american, stage:'--, dead, 336 days	10429.3
TCGA-CV-7433-01A	0 years, male, white, stage:Stage IVA, dead, 601 days	10413.1
TCGA-CV-A6K2-01A	0 years, male, white, stage:Stage IVA, dead, 317 days	10392.1
TCGA-CV-5432-01A	0 years, male, white, stage:Stage III, alive, 3930 days	10373.5
TCGA-CR-7367-01A	0 years, male, white, stage:Stage IVA, alive, 1440 days	10355.7
TCGA-CR-7373-01A	0 years, male, white, stage:Stage IVA, alive, 889 days	10268.7
TCGA-CV-7099-01A	0 years, female, white, stage:Stage II, dead, 243 days	10259.3
TCGA-CV-5434-01A	0 years, male, black or african american, stage:Stage IVA, dead, 3314 days	10245.5
TCGA-CR-6484-01A	0 years, female, asian, stage:Stage IVA, alive, 354 days	10237.4
TCGA-DQ-5624-01A	0 years, female, white, stage:'--, alive, 1778 days	10225.6
TCGA-CR-7389-01A	0 years, male, black or african american, stage:'--, alive, 392 days	10197.1
TCGA-CQ-5325-01A	0 years, male, white, stage:Stage I, dead, 654 days	10159.7
TCGA-BA-A6DJ-01A	0 years, male, asian, stage:Stage IVA, dead, 407 days	10123.9
TCGA-CQ-5332-01A	0 years, male, white, stage:Stage III, dead, 317 days	10103.5
TCGA-D6-A4ZB-01A	0 years, male, white, stage:Stage III, alive, 376 days	10068.1
TCGA-CN-6998-01A	0 years, male, white, stage:Stage IVA, dead, 357 days	10066.5
TCGA-CV-A45X-01A	0 years, male, white, stage:Stage IVA, dead, 198 days	10062.3
TCGA-F7-A61S-01A	0 years, male, white, stage:Stage III, alive, 576 days	10050.3
TCGA-HD-8635-01A	0 years, female, white, stage:Stage III, alive, 695 days	10021.2
TCGA-CR-6493-01A	0 years, male, black or african american, stage:Stage IVA, dead, 282 days	10011.6
TCGA-CN-6996-01A	0 years, female, white, stage:Stage IVA, dead, 530 days	9984.1
TCGA-CR-7368-01A	0 years, male, white, stage:Stage IVA, alive, 1245 days	9961.5
TCGA-CN-6016-01A	0 years, male, white, stage:Stage IVA, alive, 1443 days	9952.3
TCGA-P3-A6SX-01A	0 years, male, white, stage:Stage III, dead, 1430 days	9890.7
TCGA-BA-6873-01A	0 years, male, white, stage:Stage IVA, alive, 122 days	9885.8
TCGA-CN-6013-01A	0 years, male, white, stage:Stage IVA, dead, 727 days	9856.5
TCGA-BA-4076-01A	0 years, male, white, stage:'--, dead, 415 days	9813.3
TCGA-BA-A6DD-01A	0 years, male, black or african american, stage:Stage IVA, dead, 173 days	9770.7
TCGA-CV-A464-01A	0 years, male, white, stage:Stage III, alive, 1722 days	9684.0
TCGA-BB-4227-01A	0 years, male, white, stage:Stage IVA, alive, 134 days	9682.2
TCGA-D6-8569-01A	0 years, male, white, stage:Stage II, alive, 770 days	9656.2
TCGA-DQ-7588-01A	0 years, male, white, stage:'--, dead, 427 days	9567.6
TCGA-CV-6950-01A	0 years, male, white, stage:Stage IVA, dead, 459 days	9515.3
TCGA-CV-5979-01A	0 years, male, white, stage:Stage IVA, alive, 1315 days	9479.8
TCGA-BA-A6DL-01A	0 years, male, white, stage:'--, alive, 623 days	9440.3
TCGA-DQ-5630-01A	0 years, male, white, stage:'--, alive, 1030 days	9394.0
TCGA-CV-7261-01A	0 years, male, white, stage:Stage IVA, alive, 1512 days	9255.4
TCGA-CV-6003-01A	0 years, female, white, stage:Stage III, alive, 1665 days	9253.0
TCGA-CQ-5334-01A	0 years, male, white, stage:Stage IVA, dead, 129 days	9225.6
TCGA-BA-6870-01A	0 years, female, black or african american, stage:'--, dead, 451 days	9210.3
TCGA-CV-7446-01A	0 years, male, white, stage:Stage IVA, dead, 1093 days	9190.8
TCGA-BB-A5HZ-01A	0 years, male, white, stage:Stage IVA, alive, 827 days	9165.5
TCGA-CN-A6V3-01A	0 years, male, white, stage:Stage IVA, alive, 742 days	9161.9
TCGA-F7-A620-01A	0 years, male, white, stage:Stage III, alive, 543 days	9141.8
TCGA-F7-A50I-01A	0 years, male, white, stage:Stage IVA, alive, 92 days	9106.9
TCGA-D6-6826-01A	0 years, female, white, stage:Stage IVA, dead, 348 days	9063.6
TCGA-HD-A633-01A	0 years, male, white, stage:Stage IVA, alive, 421 days	9050.5
TCGA-P3-A5Q6-01A	0 years, male, white, stage:Stage IVA, dead, 480 days	9048.1
TCGA-IQ-7630-01A	0 years, male, white, stage:Stage II, alive, 485 days	9045.5
TCGA-P3-A6T3-01A	0 years, male, white, stage:Stage IVA, dead, 577 days	9016.5
TCGA-CN-A641-01A	0 years, male, white, stage:Stage IVA, alive, 367 days	8930.7
TCGA-CV-7247-01A	0 years, male, white, stage:Stage III, dead, 577 days	8910.4
TCGA-BA-5152-01A	0 years, male, white, stage:Stage IVA, alive, 1288 days	8835.4
TCGA-CN-A49B-01A	0 years, male, white, stage:Stage III, alive, 904 days	8790.6
TCGA-CQ-A4CH-01A	0 years, male, asian, stage:Stage II, dead, 379 days	8682.0
TCGA-CR-7390-01A	0 years, male, white, stage:Stage IVA, alive, 1508 days	8680.2
TCGA-CV-7407-01A	0 years, female, white, stage:Stage II, dead, 1081 days	8632.8
TCGA-CV-5444-01A	0 years, male, black or african american, stage:Stage IVA, alive, 2437 days	8541.9
TCGA-CN-4740-01A	0 years, female, white, stage:Stage IVA, dead, 839 days	8494.2
TCGA-F7-A622-01A	0 years, male, white, stage:Stage III, dead, 359 days	8429.5
TCGA-MT-A67F-01A	0 years, female, white, stage:Stage IVA, alive, 384 days	8408.5
TCGA-KU-A66T-01A	0 years, female, white, stage:Stage IVA, alive, 552 days	8403.1
TCGA-UF-A7JO-01A	0 years, female, white, stage:Stage IVA, dead, 631 days	8338.9
TCGA-CV-7238-01A	0 years, female, white, stage:Stage II, alive, 2727 days	8284.4
TCGA-CR-7371-01A	0 years, female, white, stage:Stage III, dead, 94 days	8278.9
TCGA-WA-A7GZ-01A	0 years, male, white, stage:'--, dead, 625 days	8209.5
TCGA-HD-A6HZ-01A	0 years, female, white, stage:Stage III, alive, 111 days	8180.7
TCGA-CR-7388-01A	0 years, female, white, stage:'--, dead, 823 days	8011.6
TCGA-P3-A6T2-01A	0 years, male, white, stage:Stage IVA, alive, 2298 days	8010.5
TCGA-CV-6940-01A	0 years, female, white, stage:Stage III, dead, 804 days	7972.5
TCGA-CV-6937-01A	0 years, male, white, stage:Stage II, dead, 624 days	7968.7
TCGA-CQ-5330-01A	0 years, female, white, stage:Stage IVA, alive, 1897 days	7875.0
TCGA-CV-5976-01A	0 years, male, white, stage:Stage IVA, alive, 1478 days	7867.5
TCGA-CN-6024-01A	0 years, male, white, stage:Stage IVA, dead, 337 days	7829.2
TCGA-CV-7437-01A	0 years, male, stage:Stage II, dead, 506 days	7828.4
TCGA-CN-6995-01A	0 years, male, white, stage:Stage IVA, dead, 112 days	7825.3
TCGA-CR-5247-01A	0 years, male, black or african american, stage:'--, alive, 358 days	7816.5
TCGA-T3-A92N-01A	0 years, male, black or african american, stage:Stage IVA, dead, 95 days	7798.2
TCGA-P3-A6T5-01A	0 years, female, white, stage:Stage IVA, dead, 882 days	7795.3
TCGA-BA-A4II-01A	0 years, male, white, stage:Stage II, alive, 918 days	7793.8
TCGA-CV-6954-01A	0 years, male, black or african american, stage:Stage IVA, dead, 2002 days	7765.3
TCGA-CQ-A4C7-01A	0 years, male, white, stage:Stage III, dead, 353 days	7693.9
TCGA-CX-7082-01A	0 years, male, white, stage:Stage IVA, dead, 11 days	7682.7
TCGA-CV-6933-01A	0 years, male, white, stage:Stage III, dead, 2741 days	7661.3
TCGA-CV-7568-01A	0 years, female, white, stage:Stage IVA, dead, 927 days	7607.3
TCGA-CV-5441-01A	0 years, male, white, stage:Stage IVA, alive, 2886 days	7564.0
TCGA-CV-7422-01A	0 years, female, white, stage:Stage IVA, dead, 1037 days	7532.7
TCGA-BB-A5HU-01A	0 years, male, white, stage:Stage IVA, alive, 782 days	7507.6
TCGA-UF-A7JJ-01A	0 years, male, stage:Stage IVA, alive, 549 days	7488.4
TCGA-F7-A61V-01A	0 years, male, white, stage:Stage II, alive, 759 days	7480.3
TCGA-D6-A6EQ-01A	0 years, male, white, stage:Stage IVA, alive, 368 days	7423.9
TCGA-CV-6961-01A	0 years, male, white, stage:Stage II, dead, 76 days	7358.1
TCGA-CV-7178-01A	0 years, female, white, stage:Stage IVA, dead, 2166 days	7336.4
TCGA-BA-A4IF-01A	0 years, male, white, stage:'--, alive, 895 days	7320.7
TCGA-IQ-A61E-01A	0 years, female, white, stage:Stage III, alive, 1147 days	7290.6
TCGA-D6-6823-01A	0 years, male, white, stage:Stage II, alive, 701 days	7240.7
TCGA-CQ-6224-01A	0 years, male, white, stage:Stage IVA, alive, 1721 days	7214.0
TCGA-UF-A71E-01A	0 years, male, white, stage:Stage IVA, dead, 1504 days	7140.8
TCGA-CN-5358-01A	0 years, male, white, stage:Stage II, dead, 261 days	7120.7
TCGA-CN-6989-01A	0 years, male, white, stage:Stage IVA, dead, 980 days	7051.2
TCGA-HL-7533-01A	0 years, male, white, stage:'--, alive, 1057 days	7003.4
TCGA-CV-A45U-01A	0 years, male, white, stage:Stage IVA, dead, 1079 days	6918.8
TCGA-CQ-6227-01A	0 years, male, white, stage:Stage IVA, dead, 129 days	6864.9
TCGA-CV-7090-01A	0 years, male, white, stage:Stage II, alive, 5252 days	6855.1
TCGA-CV-A6JZ-01A	0 years, male, white, stage:Stage II, alive, 714 days	6821.3
TCGA-CV-A6JT-01A	0 years, male, white, stage:Stage II, alive, 852 days	6813.0
TCGA-CN-A49C-01A	0 years, male, white, stage:'--, alive, 645 days	6811.4
TCGA-CR-5249-01A	0 years, female, white, stage:Stage II, alive, 1152 days	6792.5
TCGA-RS-A6TP-01A	0 years, male, white, stage:Stage II, alive, 516 days	6777.2
TCGA-UF-A7J9-01A	0 years, male, white, stage:Stage IVA, alive, 1358 days	6764.1
TCGA-BA-A6DG-01A	0 years, male, white, stage:'--, dead, 69 days	6729.6
TCGA-CR-6474-01A	0 years, male, white, stage:Stage IVA, dead, 564 days	6685.4
TCGA-CR-6478-01A	0 years, female, white, stage:'--, dead, 183 days	6685.0
TCGA-CR-7376-01A	0 years, male, white, stage:Stage III, alive, 972 days	6651.7
TCGA-CV-7101-01A	0 years, male, white, stage:Stage II, dead, 160 days	6589.8
TCGA-BA-5555-01A	0 years, male, black or african american, stage:Stage IVA, alive, 520 days	6529.0
TCGA-CR-7364-01A	0 years, male, white, stage:Stage III, alive, 1435 days	6517.6
TCGA-CR-7392-01A	0 years, female, white, stage:Stage IVA, alive, 1425 days	6509.0
TCGA-CQ-A4CD-01A	0 years, male, white, stage:Stage IVA, alive, 1022 days	6485.4
TCGA-CN-6988-01A	0 years, male, white, stage:Stage IVA, alive, 318 days	6485.1
TCGA-CV-A45Z-01A	0 years, male, white, stage:'--, dead, 1466 days	6456.4
TCGA-CV-5978-01A	0 years, female, black or african american, stage:Stage IVB, dead, 215 days	6441.8
TCGA-QK-A6IH-01A	0 years, female, white, stage:Stage IVB, alive, 653 days	6434.7
TCGA-IQ-A61G-01A	0 years, male, white, stage:Stage IVA, alive, 360 days	6432.5
TCGA-CV-6436-01A	0 years, male, white, stage:Stage IVA, alive, 1899 days	6419.3
TCGA-CN-A63V-01A	0 years, male, white, stage:Stage IVA, alive, 679 days	6391.9
TCGA-CQ-6219-01A	0 years, female, white, stage:Stage IVA, dead, 479 days	6372.6
TCGA-CX-7219-01A	0 years, male, black or african american, stage:Stage IVA, alive, 1045 days	6330.7
TCGA-CR-7385-01A	0 years, male, white, stage:'--, alive, 997 days	6294.9
TCGA-P3-A6T8-01A	0 years, male, white, stage:Stage IVA, alive, 400 days	6292.1
TCGA-CN-5363-01A	0 years, male, black or african american, stage:Stage IVB, dead, 253 days	6288.8
TCGA-BB-8601-01A	0 years, male, black or african american, stage:Stage III, alive, 624 days	6272.1
TCGA-CV-5440-01A	0 years, male, white, stage:Stage IVA, alive, 3270 days	6266.2
TCGA-CV-6938-01A	0 years, male, white, stage:Stage II, dead, 144 days	6256.4
TCGA-CV-7421-01A	0 years, male, white, stage:Stage IVA, dead, 2 days	6159.8
TCGA-CN-5370-01A	0 years, male, white, stage:Stage III, dead, 259 days	6152.9
TCGA-BA-A4IG-01A	0 years, male, white, stage:'--, alive, 855 days	6132.9
TCGA-CQ-A4CG-01A	0 years, female, white, stage:Stage III, dead, 430 days	6087.6
TCGA-D6-A6EK-01A	0 years, male, white, stage:Stage III, alive, 875 days	6071.6
TCGA-CR-7383-01A	0 years, female, white, stage:Stage I, dead, 521 days	6067.8
TCGA-CN-A63T-01A	0 years, male, white, stage:Stage IVA, alive, 225 days	6030.0
TCGA-UF-A71D-01A	0 years, female, white, stage:Stage IVA, alive, 1461 days	6019.0
TCGA-CN-4728-01A	0 years, male, white, stage:Stage IVA, alive, 1724 days	6011.7
TCGA-CV-6951-01A	0 years, male, white, stage:Stage IVA, dead, 915 days	5994.2
TCGA-CN-5359-01A	0 years, male, white, stage:Stage IVA, dead, 377 days	5989.6
TCGA-T2-A6WX-01A	0 years, female, white, stage:'--, dead, 209 days	5971.6
TCGA-CV-7416-01A	0 years, female, white, stage:Stage IVA, dead, 763 days	5939.5
TCGA-CV-7248-01A	0 years, female, black or african american, stage:Stage IVA, dead, 521 days	5883.5
TCGA-QK-A8ZA-01A	0 years, male, black or african american, stage:'--, dead, 371 days	5874.1
TCGA-CN-A6V6-01A	0 years, male, white, stage:Stage IVA, alive, 635 days	5853.4
TCGA-CN-6012-01A	0 years, male, white, stage:Stage IVA, alive, 1460 days	5801.6
TCGA-P3-A5QF-01A	0 years, male, white, stage:Stage IVA, dead, 330 days	5799.6
TCGA-CN-6992-01A	0 years, male, white, stage:Stage IVA, alive, 1066 days	5776.0
TCGA-UF-A7JT-01A	0 years, female, white, stage:Stage IVA, dead, 993 days	5764.4
TCGA-F7-8298-01A	0 years, male, white, stage:Stage I, alive, 995 days	5751.6
TCGA-CQ-A4CB-01A	0 years, male, stage:Stage III, alive, 893 days	5689.3
TCGA-CV-6941-01A	0 years, male, white, stage:Stage III, dead, 342 days	5677.4
TCGA-CV-5435-01A	0 years, male, white, stage:Stage IVA, dead, 2319 days	5628.8
TCGA-CV-6942-01A	0 years, female, white, stage:Stage II, alive, 4282 days	5603.2
TCGA-UF-A71A-01A	0 years, male, white, stage:Stage IVA, dead, 86 days	5577.1
TCGA-CV-6934-01A	0 years, female, white, stage:Stage IVA, dead, 65 days	5489.6
TCGA-D6-8568-01A	0 years, male, white, stage:Stage II, alive, 759 days	5430.4
TCGA-UF-A7JA-01A	0 years, female, white, stage:Stage IVA, alive, 2265 days	5427.3
TCGA-CN-6019-01A	0 years, male, white, stage:Stage IVA, alive, 1038 days	5350.9
TCGA-CV-7103-01A	0 years, male, white, stage:Stage IVA, dead, 1591 days	5307.3
TCGA-CN-5364-01A	0 years, male, white, stage:Stage IVA, dead, 493 days	5290.9
TCGA-IQ-A61H-01A	0 years, male, white, stage:Stage II, alive, 1138 days	5254.0
TCGA-CV-7250-01A	0 years, male, white, stage:Stage IVA, dead, 2900 days	5210.1
TCGA-CN-4723-01A	0 years, male, white, stage:Stage IVA, alive, 1699 days	5209.8
TCGA-CV-A6JN-01A	0 years, male, white, stage:'--, alive, 906 days	5102.6
TCGA-HD-8314-01A	0 years, male, white, stage:Stage III, alive, 670 days	5092.0
TCGA-CQ-7068-01A	0 years, female, white, stage:Stage II, alive, 1309 days	5066.0
TCGA-CN-A63W-01A	0 years, female, white, stage:Stage IVA, dead, 377 days	5026.3
TCGA-CN-4739-01A	0 years, male, white, stage:Stage IVA, dead, 1394 days	4983.4
TCGA-CN-6997-01A	0 years, male, white, stage:Stage IVA, dead, 988 days	4973.7
TCGA-CN-4730-01A	0 years, male, white, stage:Stage IVA, alive, 817 days	4950.4
TCGA-CV-7414-01A	0 years, male, white, stage:Stage IVA, dead, 14 days	4929.5
TCGA-MT-A67D-01A	0 years, male, white, stage:Stage II, alive, 56 days	4917.8
TCGA-QK-A6VC-01A	0 years, female, black or african american, stage:Stage IVA, alive, 600 days	4882.4
TCGA-CR-7402-01A	0 years, male, white, stage:'--, alive, 911 days	4878.9
TCGA-T2-A6X0-01A	0 years, male, white, stage:'--, alive, 216 days	4872.4
TCGA-BA-A6DE-01A	0 years, female, white, stage:Stage II, alive, 440 days	4825.0
TCGA-CN-5360-01A	0 years, male, white, stage:Stage IVA, alive, 2169 days	4818.0
TCGA-MZ-A5BI-01A	0 years, male, white, stage:'--, dead, 217 days	4770.7
TCGA-CV-7435-01A	0 years, female, white, stage:Stage IVA, dead, 4680 days	4748.5
TCGA-CN-4731-01A	0 years, female, white, stage:Stage IVA, dead, 998 days	4739.4
TCGA-BA-A6DA-01A	0 years, female, white, stage:Stage IVA, alive, 351 days	4726.8
TCGA-CV-7438-01A	0 years, female, white, stage:Stage I, dead, 194 days	4706.7
TCGA-BB-4217-01A	0 years, male, black or african american, stage:Stage IVA, alive, 187 days	4642.7
TCGA-BA-A8YP-01A	0 years, male, black or african american, stage:Stage IVB, alive, 499 days	4601.3
TCGA-CN-5361-01A	0 years, male, white, stage:Stage IVA, dead, 2120 days	4595.4
TCGA-CR-6472-01A	0 years, male, white, stage:'--, alive, 1050 days	4583.6
TCGA-UF-A7JV-01A	0 years, female, white, stage:Stage IVA, dead, 90 days	4581.8
TCGA-CV-6960-01A	0 years, male, black or african american, stage:Stage III, dead, 862 days	4502.1
TCGA-KU-A6H7-01A	0 years, female, white, stage:Stage IVA, alive, 586 days	4491.2
TCGA-CV-7235-01A	0 years, male, white, stage:Stage II, alive, 2347 days	4465.7
TCGA-CR-7370-01A	0 years, female, white, stage:'--, alive, 105 days	4438.5
TCGA-QK-A6II-01A	0 years, male, white, stage:Stage IVA, dead, 284 days	4363.1
TCGA-CV-A461-01A	0 years, male, white, stage:'--, dead, 2064 days	4360.1
TCGA-H7-8501-01A	0 years, male, white, stage:Stage IVA, alive, 461 days	4335.4
TCGA-HD-7831-01A	0 years, male, white, stage:Stage IVA, alive, 667 days	4308.9
TCGA-CV-A6K1-01A	0 years, male, white, stage:Stage IVA, alive, 685 days	4286.9
TCGA-CN-6010-01A	0 years, male, white, stage:Stage IVA, alive, 1523 days	4218.6
TCGA-MZ-A7D7-01A	0 years, male, white, stage:Stage IVA, alive, 547 days	4153.8
TCGA-UF-A71B-01A	0 years, male, white, stage:Stage IVA, alive, 1506 days	4150.2
TCGA-BA-6869-01A	0 years, male, white, stage:Stage III, alive, 644 days	4147.2
TCGA-CN-A6V7-01A	0 years, male, white, stage:Stage IVA, alive, 594 days	4124.7
TCGA-H7-A76A-01A	0 years, male, white, stage:'--, alive, 637 days	4084.1
TCGA-DQ-5631-01A	0 years, male, white, stage:'--, dead, 548 days	4002.7
TCGA-CV-7418-01A	0 years, male, black or african american, stage:Stage IVA, dead, 789 days	3884.8
TCGA-CV-7440-01A	0 years, male, white, stage:Stage II, dead, 675 days	3874.4
TCGA-CV-A45Y-01A	0 years, male, american indian or alaska native, stage:Stage IVA, dead, 2703 days	3821.7
TCGA-CR-7398-01A	0 years, female, white, stage:Stage II, alive, 156 days	3802.6
TCGA-CQ-6225-01A	0 years, male, white, stage:Stage III, dead, 403 days	3777.8
TCGA-BA-A4IH-01A	0 years, male, white, stage:'--, alive, 622 days	3712.6
TCGA-CV-6962-01A	0 years, male, white, stage:Stage IVA, dead, 126 days	3687.5
TCGA-WA-A7H4-01A	0 years, male, white, stage:Stage II, alive, 443 days	3673.0
TCGA-QK-A8Z8-01A	0 years, female, black or african american, stage:Stage IVC, dead, 171 days	3623.7
TCGA-CQ-5333-01A	0 years, male, white, stage:Stage II, dead, 341 days	3598.7
TCGA-D6-A6EO-01A	0 years, male, white, stage:Stage IVA, alive, 759 days	3546.9
TCGA-D6-A74Q-01A	0 years, male, white, stage:Stage IVA, alive, 710 days	3522.2
TCGA-CR-7404-01A	0 years, male, white, stage:'--, alive, 1472 days	3495.6
TCGA-F7-A61W-01A	0 years, male, asian, stage:Stage IVA, alive, 14 days	3485.9
TCGA-CV-7406-01A	0 years, male, white, stage:Stage II, dead, 1748 days	3438.0
TCGA-QK-AA3J-01A	0 years, male, black or african american, stage:Stage I, alive, 466 days	3398.3
TCGA-P3-A5QE-01A	0 years, male, white, stage:Stage III, alive, 1559 days	3327.7
TCGA-CN-6023-01A	0 years, male, white, stage:Stage IVA, alive, 1584 days	3320.1
TCGA-4P-AA8J-01A	0 years, male, black or african american, stage:Stage IVA, alive, 102 days	3306.6
TCGA-CR-6473-01A	0 years, male, white, stage:'--, alive, 1125 days	3303.8
TCGA-QK-A6VB-01A	0 years, male, white, stage:Stage IVA, alive, 641 days	3300.6
TCGA-UF-A719-01A	0 years, male, stage:Stage II, alive, 1663 days	3290.0
TCGA-BA-4075-01A	0 years, male, black or african american, stage:Stage III, dead, 283 days	3269.7
TCGA-CR-6481-01A	0 years, male, white, stage:'--, alive, 311 days	3269.6
TCGA-CV-6948-01A	0 years, female, white, stage:Stage IVB, dead, 1289 days	3168.2
TCGA-CN-4733-01A	0 years, male, white, stage:Stage III, alive, 1586 days	3155.8
TCGA-BB-A6UM-01A	0 years, male, white, stage:Stage III, alive, 393 days	3147.8
TCGA-F7-7848-01A	0 years, male, white, stage:Stage IVA, alive, 1131 days	3120.6
TCGA-CQ-6228-01A	0 years, female, white, stage:Stage IVA, dead, 456 days	3030.4
TCGA-CN-6017-01A	0 years, male, white, stage:Stage IVA, dead, 853 days	3025.8
TCGA-CQ-A4CI-01A	0 years, male, white, stage:Stage III, alive, 950 days	2990.0
TCGA-CV-7242-01A	0 years, female, white, stage:Stage II, alive, 1095 days	2925.8
TCGA-HD-8224-01A	0 years, male, white, stage:Stage IVA, dead, 446 days	2894.6
TCGA-T2-A6WZ-01A	0 years, male, white, stage:'--, dead, 484 days	2829.3
TCGA-CN-4727-01A	0 years, male, white, stage:Stage IVA, alive, 1560 days	2804.3
TCGA-CR-7382-01A	0 years, male, white, stage:Stage IVA, alive, 796 days	2726.0
TCGA-QK-A6IG-01A	0 years, male, white, stage:Stage III, dead, 222 days	2691.7
TCGA-CV-A45Q-01A	0 years, female, white, stage:'--, dead, 5152 days	2668.4
TCGA-CQ-A4C9-01A	0 years, male, stage:Stage III, alive, 707 days	2629.6
TCGA-BB-8596-01A	0 years, female, white, stage:Stage IVA, alive, 2161 days	2603.9
TCGA-KU-A6H8-01A	0 years, male, white, stage:Stage IVA, dead, 327 days	2559.3
TCGA-BB-4223-01A	0 years, male, white, stage:Stage IVA, alive, 3221 days	2548.4
TCGA-QK-A6IJ-01A	0 years, male, white, stage:Stage III, alive, 387 days	2533.8
TCGA-HD-A6I0-01A	0 years, male, white, stage:Stage IVA, alive, 210 days	2523.6
TCGA-CV-A6JD-01A	0 years, female, white, stage:'--, dead, 182 days	2492.9
TCGA-HD-7754-01A	0 years, male, white, stage:Stage IVA, alive, 783 days	2469.6
TCGA-CR-5250-01A	0 years, male, white, stage:'--, alive, 799 days	2468.7
TCGA-T3-A92M-01A	0 years, male, black or african american, stage:Stage IVA, alive, 417 days	2463.3
TCGA-CN-5374-01A	0 years, female, white, stage:Stage IVA, dead, 1732 days	2462.2
TCGA-CV-7263-01A	0 years, male, black or african american, stage:Stage II, dead, 560 days	2429.2
TCGA-CR-7374-01A	0 years, female, white, stage:'--, alive, 30 days	2412.4
TCGA-P3-A5QA-01A	0 years, male, stage:Stage I, alive, 2182 days	2396.7
TCGA-BA-5153-01A	0 years, male, white, stage:'--, dead, 1762 days	2392.0
TCGA-UF-A7JF-01A	0 years, male, white, stage:Stage IVA, alive, 1686 days	2391.5
TCGA-D6-6824-01A	0 years, male, white, stage:Stage IVA, alive, 77 days	2367.2
TCGA-CV-6939-01A	0 years, male, white, stage:Stage IVA, dead, 666 days	2340.1
TCGA-BB-A5HY-01A	0 years, male, white, stage:Stage IVA, dead, 321 days	2265.9
TCGA-CV-6936-01A	0 years, male, white, stage:Stage IVA, dead, 166 days	2262.2
TCGA-CV-5966-01A	0 years, female, white, stage:Stage IVA, dead, 545 days	2258.9
TCGA-CN-A49A-01A	0 years, male, white, stage:Stage IVB, dead, 526 days	2236.8
TCGA-CN-A63U-01A	0 years, male, white, stage:Stage IVA, alive, 964 days	2221.6
TCGA-CV-7100-01A	0 years, male, white, stage:Stage III, dead, 274 days	2211.4
TCGA-BB-4228-01A	0 years, male, white, stage:Stage III, alive, 559 days	2119.8
TCGA-BA-4078-01A	0 years, male, white, stage:'--, dead, 276 days	2028.0
TCGA-QK-A6V9-01A	0 years, male, white, stage:Stage II, alive, 833 days	1946.1
TCGA-CV-A460-01A	0 years, male, white, stage:'--, dead, 1838 days	1930.9
TCGA-UP-A6WW-01A	0 years, male, white, stage:'--, alive, 518 days	1915.5
TCGA-CN-6022-01A	0 years, male, white, stage:Stage IVA, dead, 281 days	1861.9
TCGA-BB-4224-01A	0 years, male, white, stage:Stage IVA, alive, 278 days	1846.4
TCGA-CV-7424-01A	0 years, male, asian, stage:Stage IVA, dead, 453 days	1824.1
TCGA-P3-A6T6-01A	0 years, male, white, stage:Stage IVA, dead, 395 days	1811.9
TCGA-TN-A7HL-01A	0 years, male, white, stage:Stage IVA, alive, 619 days	1788.2
TCGA-CN-A642-01A	0 years, male, white, stage:Stage IVB, dead, 82 days	1787.5
TCGA-MZ-A6I9-01A	0 years, male, white, stage:'--, dead, 489 days	1737.7
TCGA-CR-5248-01A	0 years, male, white, stage:'--, alive, 1663 days	1649.6
TCGA-CV-A6JM-01A	0 years, male, white, stage:'--, dead, 194 days	1604.9
TCGA-CV-6441-01A	0 years, male, white, stage:Stage III, dead, 292 days	1568.0
TCGA-UF-A7JS-01A	0 years, male, white, stage:Stage IVA, dead, 680 days	1500.7
TCGA-CR-6480-01A	0 years, male, white, stage:'--, alive, 362 days	1493.1
TCGA-QK-A8Z7-01A	0 years, male, black or african american, stage:Stage IVA, alive, 392 days	1460.5
TCGA-CV-A6JE-01A	0 years, male, white, stage:'--, alive, 1075 days	1376.7
TCGA-D6-A6ES-01A	0 years, male, white, stage:Stage IVA, alive, 389 days	1363.5
TCGA-BA-7269-01A	0 years, male, white, stage:Stage III, alive, 1273 days	1356.6
TCGA-CV-A45W-01A	0 years, male, white, stage:Stage II, dead, 1398 days	1349.6
TCGA-CN-A497-01A	0 years, male, stage:Stage III, alive, 1065 days	1334.5
TCGA-CR-7399-01A	0 years, female, white, stage:Stage IVA, alive, 181 days	1296.3
TCGA-CR-5243-01A	0 years, male, white, stage:'--, alive, 2562 days	1296.0
TCGA-D6-A6EM-01A	0 years, female, white, stage:Stage III, alive, 232 days	1279.0
TCGA-CV-5431-01A	0 years, male, white, stage:Stage IVA, dead, 522 days	1217.0
TCGA-CN-4735-01A	0 years, male, white, stage:Stage IVA, alive, 1737 days	1156.5
TCGA-IQ-A61I-01A	0 years, male, black or african american, stage:Stage IVA, dead, 2 days	1141.7
TCGA-P3-A5Q5-01A	0 years, male, white, stage:Stage IVA, alive, 910 days	1125.2
TCGA-CV-5443-01A	0 years, male, black or african american, stage:Stage III, alive, 2784 days	1048.0
TCGA-BA-4074-01A	0 years, male, white, stage:Stage IVA, dead, 462 days	969.2
TCGA-CV-7429-01A	0 years, male, white, stage:Stage IVA, dead, 107 days	951.6
TCGA-CV-A6JU-01A	0 years, female, white, stage:Stage IVB, alive, 110 days	815.8
TCGA-BB-4225-01A	0 years, male, white, stage:'--, alive, 146 days	788.6
TCGA-CV-7254-01A	0 years, male, white, stage:Stage II, dead, 1459 days	750.6
TCGA-D6-A6EN-01A	0 years, male, white, stage:Stage III, alive, 687 days	749.7
TCGA-CQ-7072-01A	0 years, male, white, stage:Stage II, alive, 2359 days	730.1
TCGA-P3-A6SW-01A	0 years, male, white, stage:Stage IVB, alive, 1120 days	705.5
TCGA-BA-A6D8-01A	0 years, male, black or african american, stage:Stage IVA, alive, 850 days	701.6
TCGA-CN-A6UY-01A	0 years, male, white, stage:Stage IVA, alive, 713 days	679.9
TCGA-CV-6433-01A	0 years, male, white, stage:Stage II, alive, 641 days	665.9
TCGA-CR-6482-01A	0 years, male, black or african american, stage:'--, alive, 345 days	643.2
TCGA-KU-A66S-01A	0 years, female, white, stage:Stage III, dead, 406 days	597.3
TCGA-CV-5971-01A	0 years, male, white, stage:Stage IVA, alive, 701 days	595.4
TCGA-IQ-7631-01A	0 years, female, white, stage:Stage II, alive, 1172 days	476.4
TCGA-CR-6470-01A	0 years, male, white, stage:Stage II, alive, 1521 days	453.9
TCGA-UF-A7JD-01A	0 years, male, stage:Stage IVA, dead, 739 days	404.5
TCGA-QK-A6IF-01A	0 years, male, white, stage:'--, alive, 704 days	386.2
TCGA-D6-6827-01A	0 years, female, white, stage:Stage I, alive, 568 days	329.9
TCGA-TN-A7HI-01A	0 years, male, white, stage:Stage IVA, alive, 412 days	293.9
TCGA-CR-6467-01A	0 years, male, white, stage:Stage III, alive, 1777 days	290.0
TCGA-BA-6871-01A	0 years, male, white, stage:'--, dead, 108 days	278.8
TCGA-BA-5559-01A	0 years, male, white, stage:'--, dead, 2083 days	214.1
TCGA-IQ-A61O-01A	0 years, male, white, stage:Stage IVA, dead, 421 days	208.1
TCGA-CR-6487-01A	0 years, male, white, stage:Stage I, alive, 234 days	123.3
TCGA-CX-A4AQ-01A	0 years, male, white, stage:Stage IVA, alive, 1555 days	104.0
TCGA-CV-5430-01A	0 years, male, white, stage:Stage IVA, alive, 4241 days	81.2
TCGA-DQ-7591-01A	0 years, male, white, stage:'--, alive, 622 days	78.9
TCGA-QK-AA3K-01A	0 years, male, black or african american, stage:Stage IVA, alive, 253 days	57.3
TCGA-MT-A7BN-01A	0 years, male, white, stage:Stage IVA, alive, 469 days	33.1
TCGA-D6-A6EP-01A	0 years, male, white, stage:Stage III, alive, 424 days	15.7
TCGA-HD-A634-01A	0 years, male, white, stage:Stage IVA, dead, 130 days	4.1
TCGA-CQ-6221-01A	0 years, male, white, stage:'--, alive, 1000 days	3.0
TCGA-F7-A624-01A	0 years, male, white, stage:Stage II, alive, 378 days	2.5
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HEAD AND NECK SQUAMOUS CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

183

Samples

Sample ID	Sample type	nRPX
CPT0245600003	Tumor	2.4
CPT0194960003	Tumor	2.0
CPT0244940004	Tumor	1.9
CPT0011130005	Tumor	1.5
CPT0194420003	Tumor	1.5
CPT0281470002	Normal	1.4
CPT0236620003	Tumor	1.4
CPT0196210003	Tumor	1.4
CPT0163740003	Tumor	1.3
CPT0223450003	Tumor	1.2
CPT0220610003	Tumor	1.1
CPT0246670003	Tumor	1.1
CPT0162990004	Tumor	1.1
CPT0222360003	Tumor	1.0
CPT0163240003	Tumor	1.0
CPT0248330003	Tumor	0.9
CPT0177010003	Tumor	0.9
CPT0163720003	Normal	0.9
CPT0163340003	Tumor	0.8
CPT0176770003	Tumor	0.8
CPT0226340003	Tumor	0.8
CPT0241980004	Tumor	0.8
CPT0163790003	Tumor	0.8
CPT0094350004	Tumor	0.7
CPT0199700003	Tumor	0.7
CPT0095040003	Tumor	0.7
CPT0169740004	Normal	0.7
CPT0088060004	Tumor	0.7
CPT0207870004	Tumor	0.6
CPT0008630003	Tumor	0.5
CPT0245300003	Tumor	0.5
CPT0237620004	Tumor	0.5
CPT0184530003	Tumor	0.5
CPT0169890003	Tumor	0.5
CPT0163650003	Tumor	0.5
CPT0248520003	Tumor	0.4
CPT0169640003	Tumor	0.4
CPT0226440003	Tumor	0.4
CPT0008520008	Tumor	0.4
CPT0223460003	Normal	0.4
C3N-04279-05	Normal	0.3
CPT0123260003	Tumor	0.3
CPT0235460003	Tumor	0.3
CPT0163480003	Tumor	0.3
CPT0163600003	Tumor	0.3
CPT0246540003	Tumor	0.2
CPT0087820003	Tumor	0.2
CPT0087990003	Tumor	0.2
CPT0094420004	Tumor	0.2
CPT0245550003	Tumor	0.2
CPT0094560004	Tumor	0.2
CPT0237480004	Tumor	0.2
CPT0194800003	Normal	0.2
CPT0196060003	Normal	0.1
CPT0226090003	Normal	0.1
CPT0177200003	Tumor	0.1
CPT0199890003	Normal	0.1
CPT0194250003	Tumor	0.0
CPT0222180003	Tumor	0.0
CPT0245130003	Tumor	0.0
CPT0094490004	Tumor	0.0
CPT0235470002	Normal	0.0
CPT0162940003	Tumor	0.0
CPT0199830003	Normal	-0.1
CPT0245190003	Normal	-0.1
C3N-04275-05	Normal	-0.1
CPT0195860003	Tumor	-0.1
CPT0177390003	Tumor	-0.1
CPT0177220003	Normal	-0.1
CPT0195700003	Normal	-0.1
CPT0278700002	Normal	-0.1
CPT0235910003	Tumor	-0.1
CPT0237130004	Tumor	-0.1
CPT0199820003	Tumor	-0.1
CPT0163020003	Normal	-0.1
CPT0245180003	Tumor	-0.2
CPT0011290003	Tumor	-0.2
CPT0226450003	Normal	-0.2
CPT0256560003	Tumor	-0.2
CPT0235920003	Normal	-0.2
CPT0245010003	Tumor	-0.3
CPT0163490003	Normal	-0.3
CPT0229220002	Normal	-0.3
CPT0163800003	Normal	-0.3
CPT0123180003	Tumor	-0.3
CPT0245400003	Tumor	-0.3
CPT0127050003	Tumor	-0.4
CPT0245630003	Tumor	-0.4
CPT0245730003	Tumor	-0.4
CPT0245450003	Tumor	-0.4
CPT0223970003	Tumor	-0.4
CPT0245460003	Normal	-0.4
CPT0008960003	Normal	-0.4
CPT0094280004	Tumor	-0.5
CPT0024810003	Tumor	-0.5
CPT0013210004	Tumor	-0.5
CPT0245020003	Normal	-0.5
CPT0196040003	Tumor	-0.5
CPT0245500003	Tumor	-0.5
C3N-01758-04	Normal	-0.5
C3N-00857-05	Normal	-0.5
CPT0163410003	Tumor	-0.5
C3N-00295-05	Normal	-0.6
CPT0088410003	Tumor	-0.6
CPT0245060004	Tumor	-0.6
CPT0201860004	Normal	-0.6
CPT0177710003	Tumor	-0.6
CPT0013000004	Tumor	-0.6
CPT0246590003	Tumor	-0.6
C3N-01859-04	Normal	-0.6
CPT0123190003	Normal	-0.6
CPT0201830004	Tumor	-0.7
CPT0199710003	Normal	-0.7
CPT0194260003	Normal	-0.7
CPT0226350003	Normal	-0.8
CPT0226130003	Tumor	-0.8
CPT0236870003	Normal	-0.8
CPT0236850004	Tumor	-0.8
CPT0237640003	Normal	-0.8
CPT0199880003	Tumor	-0.8
CPT0237150003	Normal	-0.8
CPT0242000004	Normal	-0.8
CPT0088010003	Normal	-0.8
CPT0226390003	Tumor	-0.9
CPT0084630009	Tumor	-0.9
CPT0220620003	Normal	-0.9
CPT0190860003	Normal	-1.0
CPT0163430003	Normal	-1.0
CPT0163860003	Normal	-1.0
CPT0226270003	Normal	-1.0
CPT0248350003	Normal	-1.0
CPT0245680003	Tumor	-1.0
CPT0084650004	Normal	-1.0
CPT0162890003	Tumor	-1.0
CPT0013250003	Normal	-1.0
CPT0236640003	Normal	-1.0
CPT0011320003	Normal	-1.1
CPT0163530003	Tumor	-1.1
CPT0245410003	Normal	-1.1
CPT0250310003	Tumor	-1.1
CPT0163250003	Normal	-1.1
CPT0013030003	Normal	-1.1
CPT0237500003	Normal	-1.1
CPT0226030003	Tumor	-1.1
C3N-02693-06	Normal	-1.2
CPT0088080003	Normal	-1.2
CPT0245230004	Tumor	-1.2
CPT0226400003	Normal	-1.2
CPT0245560003	Normal	-1.2
CPT0094580003	Normal	-1.3
CPT0245140003	Normal	-1.3
C3N-01620-05	Normal	-1.3
C3N-04276-06	Normal	-1.3
CPT0008930003	Tumor	-1.3
CPT0013130003	Tumor	-1.4
CPT0163170003	Normal	-1.4
CPT0195880003	Normal	-1.4
CPT0088430003	Normal	-1.5
CPT0013460003	Normal	-1.5
CPT0169730003	Tumor	-1.5
CPT0195680003	Tumor	-1.5
CPT0163910003	Tumor	-1.5
CPT0013430003	Tumor	-1.5
CPT0244890004	Tumor	-1.5
CPT0123280003	Normal	-1.5
CPT0246620003	Tumor	-1.5
CPT0169920003	Normal	-1.5
CPT0163610003	Normal	-1.5
CPT0163840003	Tumor	-1.6
CPT0243090003	Tumor	-1.7
CPT0243140004	Normal	-1.7
CPT0222200003	Normal	-1.7
CPT0163090003	Tumor	-1.8
CPT0190850003	Tumor	-1.9
CPT0261520003	Tumor	-2.0
CPT0194790003	Tumor	-2.0
CPT0226250004	Tumor	-2.1
CPT0245350003	Tumor	-2.1
CPT0163160003	Tumor	-2.2
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 HPA045697	Antibody HPA061168
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, NOS Squamous cell carcinoma, metastatic, NOS
Adenocarcinoma, NOS Adenocarcinoma, metastatic, NOS
Adenocarcinoma, NOS