Expression of KRT5 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

KRT5 is not prognostic in Head and Neck Squamous Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 4946.52

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

8493.2

Number of samples

492

Samples

Sample	Description	TPM
TCGA-CR-6491-01A	0 years, male, black or african american, stage:Stage IVA, alive, 693 days	21713.4
TCGA-IQ-A61J-01A	0 years, male, white, stage:Stage IVA, alive, 1021 days	21412.0
TCGA-CN-4734-01A	0 years, male, white, stage:Stage II, alive, 1690 days	21324.5
TCGA-T2-A6X2-01A	0 years, male, white, stage:Stage III, alive, 987 days	21099.2
TCGA-CV-7091-01A	0 years, male, white, stage:Stage I, alive, 3381 days	20857.1
TCGA-CV-7434-01A	0 years, male, white, stage:Stage IVA, dead, 218 days	20079.0
TCGA-CV-7183-01A	0 years, male, white, stage:Stage II, alive, 3981 days	19755.1
TCGA-CR-7365-01A	0 years, male, white, stage:Stage IVA, alive, 1191 days	19547.7
TCGA-CV-7432-01A	0 years, male, white, stage:Stage II, dead, 2570 days	19497.9
TCGA-CR-7401-01A	0 years, male, white, stage:Stage I, alive, 1077 days	19385.4
TCGA-CV-7414-01A	0 years, male, white, stage:Stage IVA, dead, 14 days	19299.1
TCGA-DQ-7592-01A	0 years, male, american indian or alaska native, stage:'--, alive, 1143 days	18411.9
TCGA-CV-7411-01A	0 years, female, white, stage:Stage IVA, dead, 2717 days	18394.7
TCGA-CR-7380-01A	0 years, male, white, stage:Stage IVB, dead, 606 days	18265.8
TCGA-CV-7095-01A	0 years, female, stage:Stage II, dead, 572 days	18200.4
TCGA-CR-7373-01A	0 years, male, white, stage:Stage IVA, alive, 889 days	18113.4
TCGA-CN-5365-01A	0 years, male, white, stage:Stage IVB, dead, 351 days	17885.5
TCGA-CV-7102-01A	0 years, female, white, stage:Stage IVA, dead, 56 days	17521.5
TCGA-CR-6471-01A	0 years, male, white, stage:Stage IVA, dead, 1202 days	17420.2
TCGA-F7-8489-01A	0 years, male, white, stage:Stage II, alive, 658 days	17392.8
TCGA-CN-A498-01A	0 years, female, white, stage:Stage III, dead, 773 days	17285.6
TCGA-CN-6018-01A	0 years, female, white, stage:Stage IVA, dead, 580 days	17113.5
TCGA-CV-6959-01A	0 years, male, white, stage:Stage III, dead, 256 days	17066.0
TCGA-D6-A4Z9-01A	0 years, male, white, stage:Stage IVA, alive, 539 days	16904.4
TCGA-CV-A463-01A	0 years, female, white, stage:Stage IVA, dead, 23 days	16862.2
TCGA-HD-7753-01A	0 years, male, black or african american, stage:Stage I, alive, 866 days	16744.6
TCGA-CV-7568-01A	0 years, female, white, stage:Stage IVA, dead, 927 days	16571.6
TCGA-CN-6011-01A	0 years, male, white, stage:Stage IVA, alive, 933 days	16568.2
TCGA-CN-6016-01A	0 years, male, white, stage:Stage IVA, alive, 1443 days	16526.8
TCGA-D6-6517-01A	0 years, male, white, stage:Stage III, alive, 292 days	16493.7
TCGA-CV-6952-01A	0 years, female, white, stage:Stage IVA, dead, 185 days	16381.0
TCGA-CR-7395-01A	0 years, female, white, stage:Stage II, alive, 930 days	16334.9
TCGA-HD-7229-01A	0 years, male, white, stage:Stage IVA, alive, 1027 days	16330.1
TCGA-CN-5367-01A	0 years, female, white, stage:Stage IVA, dead, 352 days	16324.3
TCGA-CQ-7063-01A	0 years, female, white, stage:Stage I, alive, 2133 days	16323.3
TCGA-C9-A480-01A	0 years, female, asian, stage:Stage III, alive, 386 days	16320.6
TCGA-D6-6516-01A	0 years, male, white, stage:Stage I, alive, 773 days	16308.1
TCGA-CR-7372-01A	0 years, male, white, stage:Stage I, alive, 759 days	16257.1
TCGA-CV-7180-01A	0 years, male, white, stage:Stage II, dead, 327 days	16143.3
TCGA-CN-4722-01A	0 years, female, white, stage:Stage II, alive, 1483 days	16123.9
TCGA-C9-A47Z-01A	0 years, female, asian, stage:Stage III, dead, 191 days	16014.0
TCGA-CV-5439-01A	0 years, male, white, stage:Stage IVA, dead, 546 days	15902.7
TCGA-CV-6955-01A	0 years, female, white, stage:Stage II, dead, 334 days	15822.8
TCGA-RS-A6TP-01A	0 years, male, white, stage:Stage II, alive, 516 days	15796.5
TCGA-UF-A7JC-01A	0 years, male, white, stage:Stage IVA, dead, 546 days	15781.9
TCGA-BA-5556-01A	0 years, female, white, stage:Stage II, alive, 725 days	15704.4
TCGA-CV-7104-01A	0 years, female, white, stage:Stage IVA, dead, 393 days	15646.5
TCGA-BB-A6UO-01A	0 years, female, white, stage:Stage IVA, dead, 268 days	15546.2
TCGA-CV-5436-01A	0 years, male, stage:Stage IVA, dead, 584 days	15537.8
TCGA-BA-6872-01A	0 years, male, white, stage:'--, dead, 384 days	15454.2
TCGA-UF-A7JK-01A	0 years, male, stage:Stage IVA, dead, 424 days	15411.4
TCGA-DQ-7588-01A	0 years, male, white, stage:'--, dead, 427 days	15378.0
TCGA-CQ-5326-01A	0 years, male, white, stage:Stage IVA, dead, 89 days	15349.4
TCGA-CQ-5331-01A	0 years, female, white, stage:'--, alive, 1399 days	15319.0
TCGA-CR-6493-01A	0 years, male, black or african american, stage:Stage IVA, dead, 282 days	15122.9
TCGA-CQ-6218-01A	0 years, female, white, stage:Stage IVA, alive, 1253 days	15091.2
TCGA-CV-7245-01A	0 years, male, white, stage:Stage IVA, alive, 797 days	14939.6
TCGA-IQ-7632-01A	0 years, female, white, stage:Stage IVA, alive, 441 days	14838.7
TCGA-D6-6823-01A	0 years, male, white, stage:Stage II, alive, 701 days	14823.2
TCGA-CV-7425-01A	0 years, female, white, stage:Stage III, dead, 1718 days	14615.1
TCGA-MT-A67A-01A	0 years, female, white, stage:Stage I, alive, 914 days	14537.1
TCGA-CV-7099-01A	0 years, female, white, stage:Stage II, dead, 243 days	14469.8
TCGA-BA-6873-01A	0 years, male, white, stage:Stage IVA, alive, 122 days	14441.3
TCGA-CQ-7071-01A	0 years, female, white, stage:Stage III, alive, 1311 days	14433.1
TCGA-CV-7089-01A	0 years, male, white, stage:Stage IVA, dead, 1972 days	14407.2
TCGA-MT-A51W-01A	0 years, female, white, stage:Stage I, alive, 437 days	14345.2
TCGA-CV-7247-01A	0 years, male, white, stage:Stage III, dead, 577 days	14317.4
TCGA-CV-7252-01A	0 years, female, black or african american, stage:Stage IVA, dead, 151 days	14293.9
TCGA-CR-7386-01A	0 years, male, white, stage:Stage IVA, alive, 1430 days	14213.1
TCGA-P3-A6T0-01A	0 years, female, white, stage:Stage IVA, alive, 578 days	14153.1
TCGA-BA-5558-01A	0 years, male, white, stage:'--, alive, 1995 days	14118.7
TCGA-CV-5442-01A	0 years, female, white, stage:Stage IVA, alive, 2327 days	14067.4
TCGA-CQ-6220-01A	0 years, male, white, stage:Stage III, dead, 985 days	13946.1
TCGA-F7-A50J-01A	0 years, female, white, stage:Stage III, alive, 947 days	13869.2
TCGA-CN-5369-01A	0 years, female, white, stage:Stage IVA, dead, 1 days	13827.9
TCGA-CV-7413-01A	0 years, female, white, stage:Stage II, dead, 294 days	13822.8
TCGA-CV-6943-01A	0 years, male, white, stage:Stage III, dead, 602 days	13603.2
TCGA-CV-7428-01A	0 years, male, white, stage:Stage IVA, dead, 1671 days	13578.3
TCGA-CQ-6223-01A	0 years, male, white, stage:Stage II, alive, 1428 days	13549.6
TCGA-CR-7379-01A	0 years, female, white, stage:Stage IVA, alive, 1036 days	13546.1
TCGA-CN-A499-01A	0 years, female, white, stage:Stage II, alive, 717 days	13471.9
TCGA-CV-A45V-01A	0 years, female, white, stage:Stage IVA, dead, 32 days	13471.5
TCGA-CV-6950-01A	0 years, male, white, stage:Stage IVA, dead, 459 days	13466.6
TCGA-HD-7832-01A	0 years, male, white, stage:Stage IVA, alive, 836 days	13440.6
TCGA-CV-7410-01A	0 years, male, white, stage:Stage III, dead, 6417 days	13433.0
TCGA-F7-A50G-01A	0 years, male, white, stage:Stage III, alive, 616 days	13391.6
TCGA-CN-4738-01A	0 years, male, white, stage:Stage IVA, dead, 436 days	13311.1
TCGA-CV-7430-01A	0 years, male, white, stage:Stage IVA, dead, 495 days	13305.5
TCGA-BB-A6UM-01A	0 years, male, white, stage:Stage III, alive, 393 days	13243.3
TCGA-QK-A6V9-01A	0 years, male, white, stage:Stage II, alive, 833 days	13198.9
TCGA-IQ-7630-01A	0 years, male, white, stage:Stage II, alive, 485 days	13125.6
TCGA-CR-7368-01A	0 years, male, white, stage:Stage IVA, alive, 1245 days	13079.0
TCGA-CN-6994-01A	0 years, male, white, stage:Stage IVA, alive, 1183 days	13010.4
TCGA-CN-5366-01A	0 years, male, white, stage:Stage IVA, dead, 360 days	13006.8
TCGA-CV-5979-01A	0 years, male, white, stage:Stage IVA, alive, 1315 days	12949.1
TCGA-IQ-A6SH-01A	0 years, male, black or african american, stage:Stage III, alive, 471 days	12849.1
TCGA-T2-A6X0-01A	0 years, male, white, stage:'--, alive, 216 days	12847.8
TCGA-QK-A64Z-01A	0 years, female, white, stage:Stage IVA, dead, 641 days	12838.5
TCGA-H7-8502-01A	0 years, male, white, stage:Stage IVA, alive, 458 days	12828.5
TCGA-CN-4737-01A	0 years, male, white, stage:Stage IVA, alive, 625 days	12722.3
TCGA-HD-8635-01A	0 years, female, white, stage:Stage III, alive, 695 days	12673.6
TCGA-CV-7427-01A	0 years, female, white, stage:Stage II, dead, 4760 days	12659.5
TCGA-CV-5441-01A	0 years, male, white, stage:Stage IVA, alive, 2886 days	12602.5
TCGA-CV-A45P-01A	0 years, female, white, stage:Stage I, alive, 639 days	12433.2
TCGA-CN-4741-01A	0 years, male, white, stage:Stage IVA, alive, 2239 days	12423.1
TCGA-P3-A6T5-01A	0 years, female, white, stage:Stage IVA, dead, 882 days	12417.0
TCGA-CQ-A4CE-01A	0 years, female, stage:Stage II, alive, 897 days	12409.9
TCGA-CN-5355-01A	0 years, male, black or african american, stage:Stage IVA, alive, 1278 days	12322.3
TCGA-WA-A7GZ-01A	0 years, male, white, stage:'--, dead, 625 days	12265.9
TCGA-CV-7255-01A	0 years, female, white, stage:Stage IVA, dead, 64 days	12262.7
TCGA-CR-7402-01A	0 years, male, white, stage:'--, alive, 911 days	12262.5
TCGA-HL-7533-01A	0 years, male, white, stage:'--, alive, 1057 days	12260.5
TCGA-UF-A718-01A	0 years, male, white, stage:Stage IVA, alive, 1971 days	12243.1
TCGA-P3-A6T7-01A	0 years, male, white, stage:Stage IVA, dead, 487 days	12211.6
TCGA-CV-6935-01A	0 years, male, white, stage:Stage IVA, dead, 295 days	12178.0
TCGA-D6-6825-01A	0 years, male, white, stage:Stage I, alive, 491 days	12167.5
TCGA-HD-8634-01A	0 years, female, white, stage:Stage I, dead, 385 days	12111.7
TCGA-CR-6472-01A	0 years, male, white, stage:'--, alive, 1050 days	12053.3
TCGA-CN-5356-01A	0 years, male, white, stage:Stage III, alive, 1409 days	12007.5
TCGA-CN-6996-01A	0 years, female, white, stage:Stage IVA, dead, 530 days	11981.9
TCGA-P3-A6SX-01A	0 years, male, white, stage:Stage III, dead, 1430 days	11963.9
TCGA-CV-7407-01A	0 years, female, white, stage:Stage II, dead, 1081 days	11961.2
TCGA-CV-7423-01A	0 years, male, white, stage:Stage II, dead, 3059 days	11936.9
TCGA-D6-6826-01A	0 years, female, white, stage:Stage IVA, dead, 348 days	11747.0
TCGA-D6-A6EQ-01A	0 years, male, white, stage:Stage IVA, alive, 368 days	11698.7
TCGA-CQ-7065-01A	0 years, male, asian, stage:Stage II, alive, 1628 days	11482.8
TCGA-CV-5435-01A	0 years, male, white, stage:Stage IVA, dead, 2319 days	11453.3
TCGA-CQ-A4C6-01A	0 years, male, asian, stage:Stage II, alive, 1353 days	11399.1
TCGA-TN-A7HJ-01A	0 years, male, white, stage:Stage IVA, alive, 403 days	11346.4
TCGA-CV-7090-01A	0 years, male, white, stage:Stage II, alive, 5252 days	11329.8
TCGA-CN-A6V7-01A	0 years, male, white, stage:Stage IVA, alive, 594 days	11289.5
TCGA-F7-A61S-01A	0 years, male, white, stage:Stage III, alive, 576 days	11277.8
TCGA-CQ-5334-01A	0 years, male, white, stage:Stage IVA, dead, 129 days	11277.3
TCGA-CR-7385-01A	0 years, male, white, stage:'--, alive, 997 days	11232.4
TCGA-CR-5247-01A	0 years, male, black or african american, stage:'--, alive, 358 days	11211.7
TCGA-CN-6013-01A	0 years, male, white, stage:Stage IVA, dead, 727 days	11191.9
TCGA-CV-5432-01A	0 years, male, white, stage:Stage III, alive, 3930 days	11170.0
TCGA-DQ-5625-01A	0 years, female, white, stage:'--, dead, 1133 days	11168.5
TCGA-CN-5364-01A	0 years, male, white, stage:Stage IVA, dead, 493 days	11159.4
TCGA-BA-4078-01A	0 years, male, white, stage:'--, dead, 276 days	11110.8
TCGA-CN-4726-01A	0 years, male, white, stage:Stage IVA, dead, 142 days	11103.7
TCGA-BA-5152-01A	0 years, male, white, stage:Stage IVA, alive, 1288 days	11043.1
TCGA-CQ-5327-01A	0 years, female, asian, stage:Stage IVA, alive, 1660 days	11038.7
TCGA-CV-7097-01A	0 years, male, white, stage:Stage II, dead, 385 days	11024.5
TCGA-CR-5249-01A	0 years, female, white, stage:Stage II, alive, 1152 days	11000.2
TCGA-CV-7178-01A	0 years, female, white, stage:Stage IVA, dead, 2166 days	10905.8
TCGA-BA-5151-01A	0 years, male, white, stage:Stage IVA, alive, 722 days	10880.3
TCGA-CV-7446-01A	0 years, male, white, stage:Stage IVA, dead, 1093 days	10879.6
TCGA-CR-6484-01A	0 years, female, asian, stage:Stage IVA, alive, 354 days	10872.0
TCGA-P3-A6T2-01A	0 years, male, white, stage:Stage IVA, alive, 2298 days	10868.8
TCGA-BA-5153-01A	0 years, male, white, stage:'--, dead, 1762 days	10837.0
TCGA-H7-A6C4-01A	0 years, female, white, stage:Stage IVA, dead, 414 days	10778.1
TCGA-CN-A6V3-01A	0 years, male, white, stage:Stage IVA, alive, 742 days	10691.7
TCGA-CV-6003-01A	0 years, female, white, stage:Stage III, alive, 1665 days	10559.4
TCGA-BA-A6DI-01A	0 years, male, black or african american, stage:'--, dead, 336 days	10495.1
TCGA-DQ-5629-01A	0 years, male, white, stage:'--, dead, 941 days	10427.7
TCGA-CQ-6222-01A	0 years, male, white, stage:Stage IVA, alive, 2016 days	10416.2
TCGA-CR-6478-01A	0 years, female, white, stage:'--, dead, 183 days	10355.7
TCGA-CN-5363-01A	0 years, male, black or african american, stage:Stage IVB, dead, 253 days	10333.5
TCGA-KU-A6H7-01A	0 years, female, white, stage:Stage IVA, alive, 586 days	10319.7
TCGA-CR-6492-01A	0 years, male, white, stage:Stage III, alive, 479 days	10316.4
TCGA-P3-A6T4-01A	0 years, male, white, stage:Stage IVA, dead, 62 days	10273.3
TCGA-CV-6953-01A	0 years, female, white, stage:Stage III, dead, 1641 days	10220.9
TCGA-BA-A4IF-01A	0 years, male, white, stage:'--, alive, 895 days	10151.0
TCGA-CR-6480-01A	0 years, male, white, stage:'--, alive, 362 days	10149.9
TCGA-CQ-5329-01A	0 years, female, white, stage:Stage II, alive, 2143 days	10145.6
TCGA-CX-7082-01A	0 years, male, white, stage:Stage IVA, dead, 11 days	10144.7
TCGA-CV-A45R-01A	0 years, male, white, stage:Stage III, alive, 5480 days	10134.1
TCGA-T3-A92N-01A	0 years, male, black or african american, stage:Stage IVA, dead, 95 days	10109.1
TCGA-CV-7437-01A	0 years, male, stage:Stage II, dead, 506 days	10098.1
TCGA-BA-6870-01A	0 years, female, black or african american, stage:'--, dead, 451 days	10040.1
TCGA-UP-A6WW-01A	0 years, male, white, stage:'--, alive, 518 days	10020.7
TCGA-CR-6477-01A	0 years, female, white, stage:'--, alive, 514 days	9973.1
TCGA-CV-6436-01A	0 years, male, white, stage:Stage IVA, alive, 1899 days	9922.2
TCGA-CR-7389-01A	0 years, male, black or african american, stage:'--, alive, 392 days	9918.1
TCGA-CN-4736-01A	0 years, female, white, stage:'--, dead, 395 days	9844.8
TCGA-T2-A6WX-01A	0 years, female, white, stage:'--, dead, 209 days	9840.1
TCGA-QK-A8ZB-01A	0 years, male, black or african american, stage:Stage IVA, alive, 542 days	9805.3
TCGA-P3-A6T3-01A	0 years, male, white, stage:Stage IVA, dead, 577 days	9787.6
TCGA-BA-5555-01A	0 years, male, black or african american, stage:Stage IVA, alive, 520 days	9767.2
TCGA-CV-5970-01A	0 years, male, white, stage:Stage IVA, dead, 406 days	9759.6
TCGA-CV-A6K2-01A	0 years, male, white, stage:Stage IVA, dead, 317 days	9753.0
TCGA-P3-A5QE-01A	0 years, male, white, stage:Stage III, alive, 1559 days	9720.7
TCGA-CR-7369-01A	0 years, male, white, stage:Stage IVA, dead, 1090 days	9634.9
TCGA-CV-A6JY-01A	0 years, male, white, stage:Stage IVA, alive, 646 days	9579.1
TCGA-BB-4223-01A	0 years, male, white, stage:Stage IVA, alive, 3221 days	9570.7
TCGA-CN-6998-01A	0 years, male, white, stage:Stage IVA, dead, 357 days	9471.8
TCGA-CV-5977-01A	0 years, male, white, stage:Stage IVA, alive, 1840 days	9457.7
TCGA-DQ-5631-01A	0 years, male, white, stage:'--, dead, 548 days	9360.6
TCGA-CQ-5324-01A	0 years, male, white, stage:Stage III, alive, 1593 days	9350.3
TCGA-UF-A7JH-01A	0 years, male, black or african american, stage:Stage IVA, alive, 896 days	9300.5
TCGA-CQ-7069-01A	0 years, female, white, stage:Stage II, alive, 1274 days	9241.3
TCGA-CV-7236-01A	0 years, female, white, stage:Stage IVA, dead, 144 days	9225.1
TCGA-CV-7253-01A	0 years, male, black or african american, stage:Stage IVA, dead, 361 days	9215.7
TCGA-H7-7774-01A	0 years, female, white, stage:Stage IVA, alive, 407 days	9162.6
TCGA-CQ-A4C7-01A	0 years, male, white, stage:Stage III, dead, 353 days	9141.5
TCGA-CV-6951-01A	0 years, male, white, stage:Stage IVA, dead, 915 days	9137.7
TCGA-CN-4729-01A	0 years, male, white, stage:Stage III, alive, 392 days	9134.5
TCGA-CR-7367-01A	0 years, male, white, stage:Stage IVA, alive, 1440 days	9033.9
TCGA-CR-7364-01A	0 years, male, white, stage:Stage III, alive, 1435 days	9025.0
TCGA-CN-5373-01A	0 years, female, white, stage:Stage I, alive, 1584 days	9006.2
TCGA-CN-5361-01A	0 years, male, white, stage:Stage IVA, dead, 2120 days	8992.9
TCGA-BB-4225-01A	0 years, male, white, stage:'--, alive, 146 days	8975.3
TCGA-UF-A7JO-01A	0 years, female, white, stage:Stage IVA, dead, 631 days	8952.8
TCGA-IQ-A61E-01A	0 years, female, white, stage:Stage III, alive, 1147 days	8867.5
TCGA-CQ-6224-01A	0 years, male, white, stage:Stage IVA, alive, 1721 days	8823.2
TCGA-F7-A50I-01A	0 years, male, white, stage:Stage IVA, alive, 92 days	8820.9
TCGA-HD-A4C1-01A	0 years, female, black or african american, stage:Stage IVA, alive, 11 days	8811.8
TCGA-CQ-5330-01A	0 years, female, white, stage:Stage IVA, alive, 1897 days	8795.8
TCGA-CV-6938-01A	0 years, male, white, stage:Stage II, dead, 144 days	8777.3
TCGA-CR-7391-01A	0 years, female, white, stage:Stage I, alive, 913 days	8701.2
TCGA-D6-A74Q-01A	0 years, male, white, stage:Stage IVA, alive, 710 days	8663.3
TCGA-CR-6488-01A	0 years, female, white, stage:Stage II, alive, 379 days	8650.9
TCGA-QK-A8ZA-01A	0 years, male, black or african american, stage:'--, dead, 371 days	8637.0
TCGA-CV-A461-01A	0 years, male, white, stage:'--, dead, 2064 days	8625.4
TCGA-CQ-5325-01A	0 years, male, white, stage:Stage I, dead, 654 days	8557.3
TCGA-CR-6481-01A	0 years, male, white, stage:'--, alive, 311 days	8521.4
TCGA-F7-A622-01A	0 years, male, white, stage:Stage III, dead, 359 days	8517.3
TCGA-CV-5444-01A	0 years, male, black or african american, stage:Stage IVA, alive, 2437 days	8515.7
TCGA-D6-6515-01A	0 years, female, white, stage:Stage II, dead, 403 days	8515.5
TCGA-CV-7101-01A	0 years, male, white, stage:Stage II, dead, 160 days	8499.8
TCGA-CV-A6JZ-01A	0 years, male, white, stage:Stage II, alive, 714 days	8464.5
TCGA-CN-A49B-01A	0 years, male, white, stage:Stage III, alive, 904 days	8414.7
TCGA-CR-6474-01A	0 years, male, white, stage:Stage IVA, dead, 564 days	8412.1
TCGA-D6-8569-01A	0 years, male, white, stage:Stage II, alive, 770 days	8333.7
TCGA-BA-A6DJ-01A	0 years, male, asian, stage:Stage IVA, dead, 407 days	8265.1
TCGA-DQ-5624-01A	0 years, female, white, stage:'--, alive, 1778 days	8220.3
TCGA-QK-A6IH-01A	0 years, female, white, stage:Stage IVB, alive, 653 days	8197.7
TCGA-CR-5243-01A	0 years, male, white, stage:'--, alive, 2562 days	8197.7
TCGA-CR-5250-01A	0 years, male, white, stage:'--, alive, 799 days	8192.5
TCGA-F7-A620-01A	0 years, male, white, stage:Stage III, alive, 543 days	8101.4
TCGA-CN-6020-01A	0 years, male, black or african american, stage:Stage III, dead, 205 days	8091.7
TCGA-F7-A623-01A	0 years, male, white, stage:Stage IVA, alive, 616 days	8059.2
TCGA-CQ-A4CB-01A	0 years, male, stage:Stage III, alive, 893 days	8049.3
TCGA-D6-A4ZB-01A	0 years, male, white, stage:Stage III, alive, 376 days	8041.1
TCGA-D6-8568-01A	0 years, male, white, stage:Stage II, alive, 759 days	8027.3
TCGA-BB-4227-01A	0 years, male, white, stage:Stage IVA, alive, 134 days	8022.1
TCGA-CV-6945-01A	0 years, male, white, stage:Stage IVA, dead, 366 days	8007.4
TCGA-CR-6470-01A	0 years, male, white, stage:Stage II, alive, 1521 days	7988.0
TCGA-CR-7377-01A	0 years, male, white, stage:Stage IVA, dead, 279 days	7969.5
TCGA-CV-6940-01A	0 years, female, white, stage:Stage III, dead, 804 days	7955.5
TCGA-CV-7177-01A	0 years, female, white, stage:Stage II, dead, 663 days	7952.3
TCGA-P3-A6T8-01A	0 years, male, white, stage:Stage IVA, alive, 400 days	7951.7
TCGA-CV-7415-01A	0 years, male, white, stage:Stage IVA, dead, 695 days	7923.7
TCGA-CV-A460-01A	0 years, male, white, stage:'--, dead, 1838 days	7899.5
TCGA-CN-A49C-01A	0 years, male, white, stage:'--, alive, 645 days	7876.2
TCGA-DQ-5630-01A	0 years, male, white, stage:'--, alive, 1030 days	7861.0
TCGA-UF-A71E-01A	0 years, male, white, stage:Stage IVA, dead, 1504 days	7860.3
TCGA-HD-A6HZ-01A	0 years, female, white, stage:Stage III, alive, 111 days	7837.5
TCGA-BA-A6DD-01A	0 years, male, black or african american, stage:Stage IVA, dead, 173 days	7807.6
TCGA-CV-7433-01A	0 years, male, white, stage:Stage IVA, dead, 601 days	7783.6
TCGA-P3-A5QF-01A	0 years, male, white, stage:Stage IVA, dead, 330 days	7769.4
TCGA-CN-6021-01A	0 years, female, white, stage:'--, dead, 276 days	7759.8
TCGA-CV-A45Z-01A	0 years, male, white, stage:'--, dead, 1466 days	7728.2
TCGA-CN-A6V6-01A	0 years, male, white, stage:Stage IVA, alive, 635 days	7721.1
TCGA-CR-7404-01A	0 years, male, white, stage:'--, alive, 1472 days	7707.9
TCGA-CQ-5332-01A	0 years, male, white, stage:Stage III, dead, 317 days	7702.4
TCGA-CR-7393-01A	0 years, male, white, stage:Stage III, alive, 993 days	7576.3
TCGA-CV-7416-01A	0 years, female, white, stage:Stage IVA, dead, 763 days	7559.1
TCGA-CV-6939-01A	0 years, male, white, stage:Stage IVA, dead, 666 days	7553.1
TCGA-CQ-6227-01A	0 years, male, white, stage:Stage IVA, dead, 129 days	7544.6
TCGA-QK-AA3J-01A	0 years, male, black or african american, stage:Stage I, alive, 466 days	7540.5
TCGA-HD-A633-01A	0 years, male, white, stage:Stage IVA, alive, 421 days	7539.4
TCGA-CQ-6229-01A	0 years, male, white, stage:Stage II, alive, 1179 days	7490.5
TCGA-CQ-A4CG-01A	0 years, female, white, stage:Stage III, dead, 430 days	7478.5
TCGA-CR-7383-01A	0 years, female, white, stage:Stage I, dead, 521 days	7472.1
TCGA-CV-A6JT-01A	0 years, male, white, stage:Stage II, alive, 852 days	7462.1
TCGA-F7-8298-01A	0 years, male, white, stage:Stage I, alive, 995 days	7438.7
TCGA-RS-A6TO-01A	0 years, female, white, stage:Stage IVA, dead, 387 days	7413.1
TCGA-CV-7261-01A	0 years, male, white, stage:Stage IVA, alive, 1512 days	7365.8
TCGA-CV-5430-01A	0 years, male, white, stage:Stage IVA, alive, 4241 days	7344.0
TCGA-CN-A63U-01A	0 years, male, white, stage:Stage IVA, alive, 964 days	7331.4
TCGA-P3-A5Q6-01A	0 years, male, white, stage:Stage IVA, dead, 480 days	7326.7
TCGA-CV-6948-01A	0 years, female, white, stage:Stage IVB, dead, 1289 days	7318.3
TCGA-CX-7085-01A	0 years, female, white, stage:Stage I, alive, 321 days	7309.6
TCGA-BA-A4IG-01A	0 years, male, white, stage:'--, alive, 855 days	7278.5
TCGA-P3-A5Q5-01A	0 years, male, white, stage:Stage IVA, alive, 910 days	7266.1
TCGA-QK-A652-01A	0 years, male, white, stage:Stage III, alive, 645 days	7143.1
TCGA-CR-7394-01A	0 years, male, white, stage:Stage IVA, alive, 1346 days	7119.8
TCGA-CV-6933-01A	0 years, male, white, stage:Stage III, dead, 2741 days	7097.2
TCGA-CV-6941-01A	0 years, male, white, stage:Stage III, dead, 342 days	7070.7
TCGA-CV-7438-01A	0 years, female, white, stage:Stage I, dead, 194 days	7047.2
TCGA-CV-6954-01A	0 years, male, black or african american, stage:Stage IVA, dead, 2002 days	7030.1
TCGA-CV-7238-01A	0 years, female, white, stage:Stage II, alive, 2727 days	6982.9
TCGA-CV-7422-01A	0 years, female, white, stage:Stage IVA, dead, 1037 days	6968.1
TCGA-CQ-A4CH-01A	0 years, male, asian, stage:Stage II, dead, 379 days	6968.0
TCGA-HD-8224-01A	0 years, male, white, stage:Stage IVA, dead, 446 days	6925.0
TCGA-BA-A6DB-01A	0 years, female, white, stage:Stage I, alive, 216 days	6902.6
TCGA-CN-A63W-01A	0 years, female, white, stage:Stage IVA, dead, 377 days	6885.2
TCGA-UF-A7J9-01A	0 years, male, white, stage:Stage IVA, alive, 1358 days	6865.2
TCGA-BA-A8YP-01A	0 years, male, black or african american, stage:Stage IVB, alive, 499 days	6862.0
TCGA-IQ-A61G-01A	0 years, male, white, stage:Stage IVA, alive, 360 days	6853.2
TCGA-CV-5976-01A	0 years, male, white, stage:Stage IVA, alive, 1478 days	6842.9
TCGA-CV-A6JN-01A	0 years, male, white, stage:'--, alive, 906 days	6826.4
TCGA-CX-7086-01A	0 years, male, black or african american, stage:Stage III, alive, 573 days	6822.8
TCGA-CN-6989-01A	0 years, male, white, stage:Stage IVA, dead, 980 days	6816.6
TCGA-CN-A63V-01A	0 years, male, white, stage:Stage IVA, alive, 679 days	6786.6
TCGA-CR-7376-01A	0 years, male, white, stage:Stage III, alive, 972 days	6703.4
TCGA-CN-4730-01A	0 years, male, white, stage:Stage IVA, alive, 817 days	6680.8
TCGA-CR-6487-01A	0 years, male, white, stage:Stage I, alive, 234 days	6656.2
TCGA-QK-A6VC-01A	0 years, female, black or african american, stage:Stage IVA, alive, 600 days	6631.8
TCGA-CV-A468-01A	0 years, male, stage:Stage IVA, dead, 464 days	6610.1
TCGA-MT-A51X-01A	0 years, male, white, stage:Stage IVA, alive, 242 days	6607.2
TCGA-CQ-A4CD-01A	0 years, male, white, stage:Stage IVA, alive, 1022 days	6605.9
TCGA-F7-A61W-01A	0 years, male, asian, stage:Stage IVA, alive, 14 days	6576.2
TCGA-CV-A45T-01A	0 years, female, white, stage:'--, dead, 4856 days	6515.1
TCGA-BB-4228-01A	0 years, male, white, stage:Stage III, alive, 559 days	6512.7
TCGA-MT-A67F-01A	0 years, female, white, stage:Stage IVA, alive, 384 days	6503.0
TCGA-CN-4723-01A	0 years, male, white, stage:Stage IVA, alive, 1699 days	6389.1
TCGA-CN-6024-01A	0 years, male, white, stage:Stage IVA, dead, 337 days	6286.7
TCGA-CN-6012-01A	0 years, male, white, stage:Stage IVA, alive, 1460 days	6281.4
TCGA-CQ-6219-01A	0 years, female, white, stage:Stage IVA, dead, 479 days	6272.0
TCGA-CN-5370-01A	0 years, male, white, stage:Stage III, dead, 259 days	6246.2
TCGA-CQ-5333-01A	0 years, male, white, stage:Stage II, dead, 341 days	6238.0
TCGA-TN-A7HL-01A	0 years, male, white, stage:Stage IVA, alive, 619 days	6141.7
TCGA-CN-A6UY-01A	0 years, male, white, stage:Stage IVA, alive, 713 days	6137.8
TCGA-CR-7388-01A	0 years, female, white, stage:'--, dead, 823 days	6083.9
TCGA-BA-5559-01A	0 years, male, white, stage:'--, dead, 2083 days	6072.8
TCGA-BA-5557-01A	0 years, female, stage:Stage III, alive, 623 days	6059.7
TCGA-CV-A6K1-01A	0 years, male, white, stage:Stage IVA, alive, 685 days	5994.9
TCGA-CR-7390-01A	0 years, male, white, stage:Stage IVA, alive, 1508 days	5994.1
TCGA-BA-A6DL-01A	0 years, male, white, stage:'--, alive, 623 days	5908.1
TCGA-CN-5374-01A	0 years, female, white, stage:Stage IVA, dead, 1732 days	5888.4
TCGA-CV-5434-01A	0 years, male, black or african american, stage:Stage IVA, dead, 3314 days	5875.0
TCGA-CV-A464-01A	0 years, male, white, stage:Stage III, alive, 1722 days	5825.8
TCGA-CR-7397-01A	0 years, male, white, stage:Stage IVA, alive, 754 days	5823.6
TCGA-CN-6010-01A	0 years, male, white, stage:Stage IVA, alive, 1523 days	5743.6
TCGA-CV-6942-01A	0 years, female, white, stage:Stage II, alive, 4282 days	5743.3
TCGA-CN-5359-01A	0 years, male, white, stage:Stage IVA, dead, 377 days	5676.2
TCGA-CN-5358-01A	0 years, male, white, stage:Stage II, dead, 261 days	5673.9
TCGA-CV-6934-01A	0 years, female, white, stage:Stage IVA, dead, 65 days	5671.1
TCGA-CR-6467-01A	0 years, male, white, stage:Stage III, alive, 1777 days	5660.6
TCGA-KU-A66T-01A	0 years, female, white, stage:Stage IVA, alive, 552 days	5655.9
TCGA-QK-A6VB-01A	0 years, male, white, stage:Stage IVA, alive, 641 days	5590.0
TCGA-QK-A6II-01A	0 years, male, white, stage:Stage IVA, dead, 284 days	5574.9
TCGA-F7-A61V-01A	0 years, male, white, stage:Stage II, alive, 759 days	5496.4
TCGA-CR-7392-01A	0 years, female, white, stage:Stage IVA, alive, 1425 days	5490.9
TCGA-CV-5443-01A	0 years, male, black or african american, stage:Stage III, alive, 2784 days	5468.4
TCGA-CR-5248-01A	0 years, male, white, stage:'--, alive, 1663 days	5439.8
TCGA-CQ-5323-01A	0 years, male, white, stage:Stage I, alive, 1466 days	5419.2
TCGA-BA-A6DG-01A	0 years, male, white, stage:'--, dead, 69 days	5344.2
TCGA-UF-A7JJ-01A	0 years, male, stage:Stage IVA, alive, 549 days	5335.9
TCGA-CN-6997-01A	0 years, male, white, stage:Stage IVA, dead, 988 days	5321.2
TCGA-UF-A71A-01A	0 years, male, white, stage:Stage IVA, dead, 86 days	5313.7
TCGA-BA-A6DE-01A	0 years, female, white, stage:Stage II, alive, 440 days	5301.9
TCGA-UF-A7JF-01A	0 years, male, white, stage:Stage IVA, alive, 1686 days	5293.5
TCGA-BA-4076-01A	0 years, male, white, stage:'--, dead, 415 days	5292.6
TCGA-UF-A719-01A	0 years, male, stage:Stage II, alive, 1663 days	5287.1
TCGA-CN-6995-01A	0 years, male, white, stage:Stage IVA, dead, 112 days	5260.5
TCGA-IQ-A6SG-01A	0 years, female, white, stage:Stage III, alive, 579 days	5210.9
TCGA-4P-AA8J-01A	0 years, male, black or african american, stage:Stage IVA, alive, 102 days	5197.2
TCGA-CV-A45Q-01A	0 years, female, white, stage:'--, dead, 5152 days	5196.8
TCGA-CR-7370-01A	0 years, female, white, stage:'--, alive, 105 days	5106.3
TCGA-DQ-7591-01A	0 years, male, white, stage:'--, alive, 622 days	5082.7
TCGA-CQ-6228-01A	0 years, female, white, stage:Stage IVA, dead, 456 days	5082.1
TCGA-BB-A5HU-01A	0 years, male, white, stage:Stage IVA, alive, 782 days	5081.0
TCGA-CV-A45U-01A	0 years, male, white, stage:Stage IVA, dead, 1079 days	5072.5
TCGA-HD-7754-01A	0 years, male, white, stage:Stage IVA, alive, 783 days	5070.5
TCGA-CV-7418-01A	0 years, male, black or african american, stage:Stage IVA, dead, 789 days	5055.8
TCGA-HD-A6I0-01A	0 years, male, white, stage:Stage IVA, alive, 210 days	5048.1
TCGA-D6-A6EK-01A	0 years, male, white, stage:Stage III, alive, 875 days	5018.2
TCGA-CN-4740-01A	0 years, female, white, stage:Stage IVA, dead, 839 days	5003.1
TCGA-CQ-7068-01A	0 years, female, white, stage:Stage II, alive, 1309 days	4969.4
TCGA-BB-A5HZ-01A	0 years, male, white, stage:Stage IVA, alive, 827 days	4966.0
TCGA-CV-5440-01A	0 years, male, white, stage:Stage IVA, alive, 3270 days	4951.4
TCGA-QK-A6IG-01A	0 years, male, white, stage:Stage III, dead, 222 days	4941.7
TCGA-CN-4731-01A	0 years, female, white, stage:Stage IVA, dead, 998 days	4931.7
TCGA-CR-7371-01A	0 years, female, white, stage:Stage III, dead, 94 days	4913.3
TCGA-CV-6961-01A	0 years, male, white, stage:Stage II, dead, 76 days	4895.5
TCGA-BA-6869-01A	0 years, male, white, stage:Stage III, alive, 644 days	4880.9
TCGA-BB-4224-01A	0 years, male, white, stage:Stage IVA, alive, 278 days	4875.8
TCGA-UF-A7JA-01A	0 years, female, white, stage:Stage IVA, alive, 2265 days	4777.0
TCGA-QK-A6IF-01A	0 years, male, white, stage:'--, alive, 704 days	4749.4
TCGA-CV-A45X-01A	0 years, male, white, stage:Stage IVA, dead, 198 days	4748.4
TCGA-T2-A6WZ-01A	0 years, male, white, stage:'--, dead, 484 days	4708.1
TCGA-CR-7399-01A	0 years, female, white, stage:Stage IVA, alive, 181 days	4695.5
TCGA-QK-A8Z8-01A	0 years, female, black or african american, stage:Stage IVC, dead, 171 days	4683.0
TCGA-WA-A7H4-01A	0 years, male, white, stage:Stage II, alive, 443 days	4667.0
TCGA-CV-6937-01A	0 years, male, white, stage:Stage II, dead, 624 days	4656.8
TCGA-CQ-A4CI-01A	0 years, male, white, stage:Stage III, alive, 950 days	4656.4
TCGA-CV-7235-01A	0 years, male, white, stage:Stage II, alive, 2347 days	4648.3
TCGA-UF-A7JV-01A	0 years, female, white, stage:Stage IVA, dead, 90 days	4646.4
TCGA-CR-7398-01A	0 years, female, white, stage:Stage II, alive, 156 days	4603.8
TCGA-UF-A7JT-01A	0 years, female, white, stage:Stage IVA, dead, 993 days	4601.6
TCGA-QK-A6IJ-01A	0 years, male, white, stage:Stage III, alive, 387 days	4601.1
TCGA-BB-4217-01A	0 years, male, black or african american, stage:Stage IVA, alive, 187 days	4523.2
TCGA-CV-5978-01A	0 years, female, black or african american, stage:Stage IVB, dead, 215 days	4471.8
TCGA-CV-7440-01A	0 years, male, white, stage:Stage II, dead, 675 days	4452.8
TCGA-CV-5966-01A	0 years, female, white, stage:Stage IVA, dead, 545 days	4402.2
TCGA-BA-A6DA-01A	0 years, female, white, stage:Stage IVA, alive, 351 days	4379.1
TCGA-T3-A92M-01A	0 years, male, black or african american, stage:Stage IVA, alive, 417 days	4349.3
TCGA-CV-A6JD-01A	0 years, female, white, stage:'--, dead, 182 days	4332.2
TCGA-CN-4742-01A	0 years, female, white, stage:Stage IVA, dead, 397 days	4321.7
TCGA-CQ-A4C9-01A	0 years, male, stage:Stage III, alive, 707 days	4223.4
TCGA-D6-6824-01A	0 years, male, white, stage:Stage IVA, alive, 77 days	4205.0
TCGA-CV-A465-01A	0 years, male, white, stage:Stage III, dead, 215 days	4166.8
TCGA-CN-4727-01A	0 years, male, white, stage:Stage IVA, alive, 1560 days	4152.6
TCGA-F7-7848-01A	0 years, male, white, stage:Stage IVA, alive, 1131 days	4055.6
TCGA-BA-A4II-01A	0 years, male, white, stage:Stage II, alive, 918 days	4022.9
TCGA-KU-A6H8-01A	0 years, male, white, stage:Stage IVA, dead, 327 days	4022.4
TCGA-D6-A6EO-01A	0 years, male, white, stage:Stage IVA, alive, 759 days	4020.3
TCGA-CV-7263-01A	0 years, male, black or african american, stage:Stage II, dead, 560 days	4009.1
TCGA-CV-7103-01A	0 years, male, white, stage:Stage IVA, dead, 1591 days	4005.6
TCGA-CV-6433-01A	0 years, male, white, stage:Stage II, alive, 641 days	3939.0
TCGA-CR-6473-01A	0 years, male, white, stage:'--, alive, 1125 days	3887.4
TCGA-CN-4739-01A	0 years, male, white, stage:Stage IVA, dead, 1394 days	3842.7
TCGA-IQ-A61H-01A	0 years, male, white, stage:Stage II, alive, 1138 days	3839.8
TCGA-H7-A76A-01A	0 years, male, white, stage:'--, alive, 637 days	3827.0
TCGA-CV-7242-01A	0 years, female, white, stage:Stage II, alive, 1095 days	3807.1
TCGA-P3-A6T6-01A	0 years, male, white, stage:Stage IVA, dead, 395 days	3751.4
TCGA-CV-6962-01A	0 years, male, white, stage:Stage IVA, dead, 126 days	3749.8
TCGA-HD-7831-01A	0 years, male, white, stage:Stage IVA, alive, 667 days	3745.6
TCGA-CN-5360-01A	0 years, male, white, stage:Stage IVA, alive, 2169 days	3730.9
TCGA-BB-A5HY-01A	0 years, male, white, stage:Stage IVA, dead, 321 days	3718.5
TCGA-CV-7100-01A	0 years, male, white, stage:Stage III, dead, 274 days	3714.3
TCGA-UF-A71D-01A	0 years, female, white, stage:Stage IVA, alive, 1461 days	3703.0
TCGA-CV-5431-01A	0 years, male, white, stage:Stage IVA, dead, 522 days	3659.0
TCGA-CV-7435-01A	0 years, female, white, stage:Stage IVA, dead, 4680 days	3643.4
TCGA-CV-7421-01A	0 years, male, white, stage:Stage IVA, dead, 2 days	3634.6
TCGA-CN-4735-01A	0 years, male, white, stage:Stage IVA, alive, 1737 days	3617.0
TCGA-H7-8501-01A	0 years, male, white, stage:Stage IVA, alive, 461 days	3610.4
TCGA-CV-A45Y-01A	0 years, male, american indian or alaska native, stage:Stage IVA, dead, 2703 days	3576.2
TCGA-CX-7219-01A	0 years, male, black or african american, stage:Stage IVA, alive, 1045 days	3542.9
TCGA-BB-8601-01A	0 years, male, black or african american, stage:Stage III, alive, 624 days	3525.3
TCGA-CN-6017-01A	0 years, male, white, stage:Stage IVA, dead, 853 days	3508.9
TCGA-CV-A45O-01A	0 years, male, white, stage:'--, alive, 851 days	3505.7
TCGA-CN-6992-01A	0 years, male, white, stage:Stage IVA, alive, 1066 days	3500.8
TCGA-IQ-A61I-01A	0 years, male, black or african american, stage:Stage IVA, dead, 2 days	3467.0
TCGA-CN-4725-01A	0 years, male, white, stage:Stage II, alive, 1157 days	3462.7
TCGA-CN-6988-01A	0 years, male, white, stage:Stage IVA, alive, 318 days	3340.8
TCGA-UF-A71B-01A	0 years, male, white, stage:Stage IVA, alive, 1506 days	3311.6
TCGA-CV-6960-01A	0 years, male, black or african american, stage:Stage III, dead, 862 days	3268.4
TCGA-CN-A641-01A	0 years, male, white, stage:Stage IVA, alive, 367 days	3139.6
TCGA-MZ-A6I9-01A	0 years, male, white, stage:'--, dead, 489 days	3099.0
TCGA-CV-6441-01A	0 years, male, white, stage:Stage III, dead, 292 days	3050.2
TCGA-CR-7374-01A	0 years, female, white, stage:'--, alive, 30 days	3004.3
TCGA-CV-A6JE-01A	0 years, male, white, stage:'--, alive, 1075 days	2993.5
TCGA-CN-4733-01A	0 years, male, white, stage:Stage III, alive, 1586 days	2983.0
TCGA-MT-A67D-01A	0 years, male, white, stage:Stage II, alive, 56 days	2919.7
TCGA-CN-A49A-01A	0 years, male, white, stage:Stage IVB, dead, 526 days	2916.8
TCGA-BB-8596-01A	0 years, female, white, stage:Stage IVA, alive, 2161 days	2858.4
TCGA-CV-7250-01A	0 years, male, white, stage:Stage IVA, dead, 2900 days	2843.0
TCGA-BA-6871-01A	0 years, male, white, stage:'--, dead, 108 days	2763.3
TCGA-BA-4075-01A	0 years, male, black or african american, stage:Stage III, dead, 283 days	2673.9
TCGA-CV-7406-01A	0 years, male, white, stage:Stage II, dead, 1748 days	2666.5
TCGA-MZ-A7D7-01A	0 years, male, white, stage:Stage IVA, alive, 547 days	2627.3
TCGA-CV-A6JM-01A	0 years, male, white, stage:'--, dead, 194 days	2535.5
TCGA-CN-A642-01A	0 years, male, white, stage:Stage IVB, dead, 82 days	2521.8
TCGA-CN-A63T-01A	0 years, male, white, stage:Stage IVA, alive, 225 days	2504.5
TCGA-MZ-A5BI-01A	0 years, male, white, stage:'--, dead, 217 days	2447.4
TCGA-D6-A6EM-01A	0 years, female, white, stage:Stage III, alive, 232 days	2409.4
TCGA-CQ-6225-01A	0 years, male, white, stage:Stage III, dead, 403 days	2396.3
TCGA-CQ-7072-01A	0 years, male, white, stage:Stage II, alive, 2359 days	2395.7
TCGA-P3-A6SW-01A	0 years, male, white, stage:Stage IVB, alive, 1120 days	2389.8
TCGA-CN-4728-01A	0 years, male, white, stage:Stage IVA, alive, 1724 days	2364.7
TCGA-CV-7424-01A	0 years, male, asian, stage:Stage IVA, dead, 453 days	2313.9
TCGA-CR-7382-01A	0 years, male, white, stage:Stage IVA, alive, 796 days	2259.1
TCGA-CV-7248-01A	0 years, female, black or african american, stage:Stage IVA, dead, 521 days	2258.6
TCGA-QK-A8Z7-01A	0 years, male, black or african american, stage:Stage IVA, alive, 392 days	2176.7
TCGA-D6-A6EN-01A	0 years, male, white, stage:Stage III, alive, 687 days	2082.5
TCGA-CN-A497-01A	0 years, male, stage:Stage III, alive, 1065 days	2037.2
TCGA-BA-A4IH-01A	0 years, male, white, stage:'--, alive, 622 days	2012.3
TCGA-HD-8314-01A	0 years, male, white, stage:Stage III, alive, 670 days	1948.7
TCGA-CN-6023-01A	0 years, male, white, stage:Stage IVA, alive, 1584 days	1931.0
TCGA-UF-A7JS-01A	0 years, male, white, stage:Stage IVA, dead, 680 days	1894.5
TCGA-CX-A4AQ-01A	0 years, male, white, stage:Stage IVA, alive, 1555 days	1819.0
TCGA-CN-6019-01A	0 years, male, white, stage:Stage IVA, alive, 1038 days	1685.6
TCGA-CV-7254-01A	0 years, male, white, stage:Stage II, dead, 1459 days	1660.1
TCGA-D6-A6ES-01A	0 years, male, white, stage:Stage IVA, alive, 389 days	1649.3
TCGA-P3-A5QA-01A	0 years, male, stage:Stage I, alive, 2182 days	1562.1
TCGA-CV-A6JU-01A	0 years, female, white, stage:Stage IVB, alive, 110 days	1561.8
TCGA-D6-6827-01A	0 years, female, white, stage:Stage I, alive, 568 days	1454.8
TCGA-BA-4074-01A	0 years, male, white, stage:Stage IVA, dead, 462 days	1405.4
TCGA-CN-6022-01A	0 years, male, white, stage:Stage IVA, dead, 281 days	1384.2
TCGA-CV-6936-01A	0 years, male, white, stage:Stage IVA, dead, 166 days	1260.9
TCGA-CR-6482-01A	0 years, male, black or african american, stage:'--, alive, 345 days	1234.2
TCGA-BA-A6D8-01A	0 years, male, black or african american, stage:Stage IVA, alive, 850 days	1120.6
TCGA-CV-A45W-01A	0 years, male, white, stage:Stage II, dead, 1398 days	940.7
TCGA-CV-7429-01A	0 years, male, white, stage:Stage IVA, dead, 107 days	819.7
TCGA-UF-A7JD-01A	0 years, male, stage:Stage IVA, dead, 739 days	715.3
TCGA-BA-7269-01A	0 years, male, white, stage:Stage III, alive, 1273 days	705.4
TCGA-IQ-7631-01A	0 years, female, white, stage:Stage II, alive, 1172 days	662.0
TCGA-KU-A66S-01A	0 years, female, white, stage:Stage III, dead, 406 days	636.4
TCGA-QK-AA3K-01A	0 years, male, black or african american, stage:Stage IVA, alive, 253 days	617.7
TCGA-CV-5971-01A	0 years, male, white, stage:Stage IVA, alive, 701 days	532.4
TCGA-D6-A6EP-01A	0 years, male, white, stage:Stage III, alive, 424 days	273.1
TCGA-MT-A7BN-01A	0 years, male, white, stage:Stage IVA, alive, 469 days	258.1
TCGA-TN-A7HI-01A	0 years, male, white, stage:Stage IVA, alive, 412 days	253.0
TCGA-IQ-A61O-01A	0 years, male, white, stage:Stage IVA, dead, 421 days	183.6
TCGA-CQ-6221-01A	0 years, male, white, stage:'--, alive, 1000 days	12.2
TCGA-HD-A634-01A	0 years, male, white, stage:Stage IVA, dead, 130 days	4.0
TCGA-F7-A624-01A	0 years, male, white, stage:Stage II, alive, 378 days	2.2
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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	1.8
CPT0194960003	Tumor	1.5
CPT0281470002	Normal	1.5
CPT0163740003	Tumor	1.4
CPT0011130005	Tumor	1.3
CPT0177010003	Tumor	1.1
CPT0162990004	Tumor	1.0
CPT0196210003	Tumor	1.0
CPT0244940004	Tumor	1.0
CPT0163720003	Normal	0.9
CPT0169740004	Normal	0.9
CPT0094350004	Tumor	0.9
CPT0241980004	Tumor	0.9
CPT0176770003	Tumor	0.8
CPT0194420003	Tumor	0.8
CPT0163240003	Tumor	0.8
CPT0199700003	Tumor	0.8
CPT0163600003	Tumor	0.8
CPT0248330003	Tumor	0.8
CPT0246670003	Tumor	0.8
CPT0163340003	Tumor	0.7
CPT0088060004	Tumor	0.7
CPT0236620003	Tumor	0.7
CPT0223450003	Tumor	0.6
CPT0246540003	Tumor	0.6
CPT0222360003	Tumor	0.6
CPT0163790003	Tumor	0.5
CPT0220610003	Tumor	0.5
CPT0229220002	Normal	0.5
CPT0245300003	Tumor	0.5
CPT0087820003	Tumor	0.4
CPT0237480004	Tumor	0.4
CPT0008520008	Tumor	0.4
CPT0094490004	Tumor	0.4
CPT0163650003	Tumor	0.4
CPT0226350003	Normal	0.4
CPT0207870004	Tumor	0.3
CPT0184530003	Tumor	0.3
CPT0245550003	Tumor	0.3
CPT0169640003	Tumor	0.3
C3N-00295-05	Normal	0.3
CPT0226340003	Tumor	0.3
CPT0008960003	Normal	0.3
CPT0194800003	Normal	0.3
CPT0095040003	Tumor	0.2
CPT0163410003	Tumor	0.2
CPT0278700002	Normal	0.2
CPT0008630003	Tumor	0.2
CPT0245460003	Normal	0.2
CPT0248520003	Tumor	0.2
C3N-02693-06	Normal	0.2
CPT0087990003	Tumor	0.2
CPT0169890003	Tumor	0.2
CPT0123260003	Tumor	0.2
CPT0226130003	Tumor	0.2
CPT0223460003	Normal	0.2
CPT0237620004	Tumor	0.1
CPT0237640003	Normal	0.1
CPT0163250003	Normal	0.1
CPT0094420004	Tumor	0.1
CPT0163480003	Tumor	0.1
CPT0226090003	Normal	0.1
CPT0011290003	Tumor	0.1
CPT0194250003	Tumor	0.1
CPT0196060003	Normal	0.1
CPT0245010003	Tumor	0.1
CPT0177390003	Tumor	0.1
CPT0235470002	Normal	0.1
CPT0199830003	Normal	0.0
CPT0162940003	Tumor	0.0
CPT0245450003	Tumor	0.0
CPT0235910003	Tumor	0.0
C3N-04275-05	Normal	0.0
CPT0177220003	Normal	0.0
CPT0177200003	Tumor	0.0
CPT0245130003	Tumor	0.0
C3N-00857-05	Normal	-0.1
CPT0222180003	Tumor	-0.1
CPT0235460003	Tumor	-0.1
C3N-04279-05	Normal	-0.1
CPT0245180003	Tumor	-0.1
CPT0088010003	Normal	-0.1
CPT0226390003	Tumor	-0.1
CPT0195860003	Tumor	-0.1
CPT0163800003	Normal	-0.1
CPT0248350003	Normal	-0.2
CPT0127050003	Tumor	-0.2
CPT0245190003	Normal	-0.2
CPT0245020003	Normal	-0.2
CPT0235920003	Normal	-0.2
CPT0094560004	Tumor	-0.2
CPT0162890003	Tumor	-0.2
CPT0226450003	Normal	-0.2
CPT0163610003	Normal	-0.2
CPT0199890003	Normal	-0.2
CPT0201860004	Normal	-0.3
CPT0163020003	Normal	-0.3
CPT0246590003	Tumor	-0.3
CPT0163430003	Normal	-0.3
CPT0236850004	Tumor	-0.3
CPT0245630003	Tumor	-0.3
CPT0245400003	Tumor	-0.3
C3N-01859-04	Normal	-0.3
CPT0011320003	Normal	-0.3
CPT0226270003	Normal	-0.3
CPT0199820003	Tumor	-0.3
CPT0196040003	Tumor	-0.3
CPT0245730003	Tumor	-0.3
CPT0163860003	Normal	-0.4
CPT0177710003	Tumor	-0.4
C3N-01620-05	Normal	-0.4
CPT0236870003	Normal	-0.4
CPT0194260003	Normal	-0.4
CPT0226440003	Tumor	-0.4
CPT0123180003	Tumor	-0.4
CPT0256560003	Tumor	-0.4
CPT0226400003	Normal	-0.4
C3N-01758-04	Normal	-0.4
CPT0088080003	Normal	-0.4
CPT0245410003	Normal	-0.4
CPT0245060004	Tumor	-0.5
CPT0163170003	Normal	-0.5
CPT0195700003	Normal	-0.5
CPT0201830004	Tumor	-0.5
CPT0094580003	Normal	-0.5
CPT0237150003	Normal	-0.5
CPT0237130004	Tumor	-0.5
CPT0199710003	Normal	-0.5
CPT0088410003	Tumor	-0.5
CPT0013000004	Tumor	-0.5
CPT0199880003	Tumor	-0.5
CPT0084650004	Normal	-0.6
CPT0245560003	Normal	-0.6
CPT0163490003	Normal	-0.6
C3N-04276-06	Normal	-0.6
CPT0220620003	Normal	-0.6
CPT0237500003	Normal	-0.6
CPT0013210004	Tumor	-0.6
CPT0123190003	Normal	-0.6
CPT0094280004	Tumor	-0.6
CPT0242000004	Normal	-0.6
CPT0223970003	Tumor	-0.7
CPT0088430003	Normal	-0.7
CPT0222200003	Normal	-0.7
CPT0024810003	Tumor	-0.8
CPT0236640003	Normal	-0.8
CPT0013250003	Normal	-0.8
CPT0190860003	Normal	-0.8
CPT0226030003	Tumor	-0.8
CPT0245500003	Tumor	-0.9
CPT0195880003	Normal	-0.9
CPT0008930003	Tumor	-0.9
CPT0250310003	Tumor	-0.9
CPT0243090003	Tumor	-1.0
CPT0013130003	Tumor	-1.0
CPT0226250004	Tumor	-1.0
CPT0243140004	Normal	-1.0
CPT0245140003	Normal	-1.1
CPT0246620003	Tumor	-1.1
CPT0195680003	Tumor	-1.1
CPT0163530003	Tumor	-1.2
CPT0013430003	Tumor	-1.2
CPT0013460003	Normal	-1.2
CPT0245680003	Tumor	-1.2
CPT0163160003	Tumor	-1.2
CPT0013030003	Normal	-1.3
CPT0245230004	Tumor	-1.3
CPT0123280003	Normal	-1.3
CPT0169730003	Tumor	-1.3
CPT0084630009	Tumor	-1.3
CPT0163910003	Tumor	-1.4
CPT0194790003	Tumor	-1.5
CPT0244890004	Tumor	-1.5
CPT0163090003	Tumor	-1.5
CPT0163840003	Tumor	-1.5
CPT0261520003	Tumor	-1.7
CPT0169920003	Normal	-1.7
CPT0190850003	Tumor	-2.1
CPT0245350003	Tumor	-2.4
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 HPA059479	Antibody CAB000027	Antibody CAB000129	Antibody CAB080101
Staining
High
Medium
Low
Not detected
Intensity
Strong
Moderate
Weak
Negative
Quantity
>75%
75%-25%
<25%
None
Location
Nuclear
Cytoplasmic/membranous
Cytoplasmic/membranous,nuclear
None
Squamous cell carcinoma, NOS
Adenocarcinoma, NOS
Squamous cell carcinoma, NOS Squamous cell carcinoma, metastatic, NOS