Expression of HSPB1 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

HSPB1 is not prognostic in Head and Neck Squamous Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 2805.86

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average pTPM

4057.8

Number of samples

492

Samples

Sample	Description	pTPM
TCGA-CV-A6JM-01A	85 years, male, white, stage:'--, dead, 194 days	22743.2
TCGA-CV-7421-01A	76 years, male, white, stage:Stage IVA, dead, 2 days	17064.1
TCGA-QK-A6IJ-01A	71 years, male, white, stage:Stage III, alive, 387 days	14299.2
TCGA-CV-A6JT-01A	65 years, male, white, stage:Stage II, alive, 852 days	13815.4
TCGA-P3-A5QF-01A	49 years, male, white, stage:Stage IVA, dead, 330 days	11464.2
TCGA-QK-A6VC-01A	62 years, female, black or african american, stage:Stage IVA, alive, 600 days	11410.7
TCGA-UF-A7JF-01A	80 years, male, white, stage:Stage IVA, alive, 1686 days	11075.9
TCGA-CR-6480-01A	53 years, male, white, stage:'--, alive, 362 days	10697.6
TCGA-CV-A6JU-01A	61 years, female, white, stage:Stage IVB, alive, 110 days	10398.2
TCGA-TN-A7HL-01A	59 years, male, white, stage:Stage IVA, alive, 619 days	10144.9
TCGA-CV-A45V-01A	87 years, female, white, stage:Stage IVA, dead, 32 days	9979.0
TCGA-CV-A461-01A	65 years, male, white, stage:'--, dead, 2064 days	9964.6
TCGA-CV-A6JZ-01A	68 years, male, white, stage:Stage II, alive, 714 days	9883.4
TCGA-QK-A6IH-01A	65 years, female, white, stage:Stage IVB, alive, 653 days	9648.0
TCGA-CR-6472-01A	59 years, male, white, stage:'--, alive, 1050 days	9631.3
TCGA-KU-A6H7-01A	55 years, female, white, stage:Stage IVA, alive, 586 days	9536.0
TCGA-CV-7414-01A	78 years, male, white, stage:Stage IVA, dead, 14 days	9359.9
TCGA-CV-6935-01A	67 years, male, white, stage:Stage IVA, dead, 295 days	9279.3
TCGA-D6-A6EK-01A	67 years, male, white, stage:Stage III, alive, 875 days	9229.5
TCGA-D6-A6ES-01A	50 years, male, white, stage:Stage IVA, alive, 389 days	9040.0
TCGA-CV-6945-01A	41 years, male, white, stage:Stage IVA, dead, 366 days	9016.1
TCGA-BA-7269-01A	61 years, male, white, stage:Stage III, alive, 1273 days	8954.3
TCGA-HL-7533-01A	65 years, male, white, stage:'--, alive, 1057 days	8648.3
TCGA-UF-A71D-01A	54 years, female, white, stage:Stage IVA, alive, 1461 days	8596.1
TCGA-CN-6024-01A	66 years, male, white, stage:Stage IVA, dead, 337 days	8555.4
TCGA-UF-A7JS-01A	59 years, male, white, stage:Stage IVA, dead, 680 days	8382.4
TCGA-BB-A6UM-01A	52 years, male, white, stage:Stage III, alive, 393 days	8305.0
TCGA-UP-A6WW-01A	58 years, male, white, stage:'--, alive, 518 days	8304.1
TCGA-HD-8224-01A	63 years, male, white, stage:Stage IVA, dead, 446 days	8295.5
TCGA-CV-7178-01A	64 years, female, white, stage:Stage IVA, dead, 2166 days	8215.7
TCGA-CQ-A4C9-01A	56 years, male, stage:Stage III, alive, 707 days	8118.4
TCGA-CN-6988-01A	47 years, male, white, stage:Stage IVA, alive, 318 days	8001.6
TCGA-QK-A6II-01A	52 years, male, white, stage:Stage IVA, dead, 284 days	7971.0
TCGA-CN-6013-01A	56 years, male, white, stage:Stage IVA, dead, 727 days	7855.6
TCGA-T2-A6WZ-01A	53 years, male, white, stage:'--, dead, 484 days	7853.2
TCGA-CV-A6JN-01A	53 years, male, white, stage:'--, alive, 906 days	7815.9
TCGA-UF-A71A-01A	67 years, male, white, stage:Stage IVA, dead, 86 days	7781.2
TCGA-CN-A63V-01A	59 years, male, white, stage:Stage IVA, alive, 679 days	7588.6
TCGA-CV-A6JE-01A	78 years, male, white, stage:'--, alive, 1075 days	7540.8
TCGA-CV-7407-01A	67 years, female, white, stage:Stage II, dead, 1081 days	7404.4
TCGA-CV-5430-01A	61 years, male, white, stage:Stage IVA, alive, 4241 days	7388.5
TCGA-CV-A460-01A	72 years, male, white, stage:'--, dead, 1838 days	7347.8
TCGA-MZ-A6I9-01A	68 years, male, white, stage:'--, dead, 489 days	7270.9
TCGA-CV-7177-01A	82 years, female, white, stage:Stage II, dead, 663 days	7218.1
TCGA-CV-7250-01A	64 years, male, white, stage:Stage IVA, dead, 2900 days	7066.3
TCGA-CV-7406-01A	49 years, male, white, stage:Stage II, dead, 1748 days	6994.8
TCGA-P3-A5Q5-01A	54 years, male, white, stage:Stage IVA, alive, 910 days	6981.9
TCGA-MT-A51X-01A	30 years, male, white, stage:Stage IVA, alive, 242 days	6946.1
TCGA-4P-AA8J-01A	66 years, male, black or african american, stage:Stage IVA, alive, 102 days	6944.1
TCGA-CV-7415-01A	60 years, male, white, stage:Stage IVA, dead, 695 days	6867.6
TCGA-BA-A6DA-01A	41 years, female, white, stage:Stage IVA, alive, 351 days	6840.7
TCGA-CV-A45Q-01A	69 years, female, white, stage:'--, dead, 5152 days	6758.1
TCGA-CN-A6V7-01A	40 years, male, white, stage:Stage IVA, alive, 594 days	6753.4
TCGA-CQ-7065-01A	40 years, male, asian, stage:Stage II, alive, 1628 days	6648.9
TCGA-CN-4741-01A	75 years, male, white, stage:Stage IVA, alive, 2239 days	6634.0
TCGA-CV-6955-01A	74 years, female, white, stage:Stage II, dead, 334 days	6621.6
TCGA-DQ-5624-01A	43 years, female, white, stage:'--, alive, 1778 days	6500.3
TCGA-CV-7238-01A	69 years, female, white, stage:Stage II, alive, 2727 days	6452.2
TCGA-P3-A6T5-01A	79 years, female, white, stage:Stage IVA, dead, 882 days	6450.1
TCGA-BB-A6UO-01A	61 years, female, white, stage:Stage IVA, dead, 268 days	6407.3
TCGA-CV-A45Z-01A	75 years, male, white, stage:'--, dead, 1466 days	6401.9
TCGA-QK-A8Z8-01A	60 years, female, black or african american, stage:Stage IVC, dead, 171 days	6389.6
TCGA-D6-A74Q-01A	67 years, male, white, stage:Stage IVA, alive, 710 days	6370.2
TCGA-CV-A464-01A	48 years, male, white, stage:Stage III, alive, 1722 days	6366.0
TCGA-DQ-7592-01A	57 years, male, american indian or alaska native, stage:'--, alive, 1143 days	6365.5
TCGA-CV-5441-01A	58 years, male, white, stage:Stage IVA, alive, 2886 days	6275.1
TCGA-CN-6995-01A	78 years, male, white, stage:Stage IVA, dead, 112 days	6261.2
TCGA-CV-A45R-01A	46 years, male, white, stage:Stage III, alive, 5480 days	6239.4
TCGA-CN-A49C-01A	67 years, male, white, stage:'--, alive, 645 days	6211.2
TCGA-DQ-5625-01A	52 years, female, white, stage:'--, dead, 1133 days	6196.5
TCGA-CN-A6V6-01A	59 years, male, white, stage:Stage IVA, alive, 635 days	6128.8
TCGA-CN-5373-01A	55 years, female, white, stage:Stage I, alive, 1584 days	6102.0
TCGA-P3-A5Q6-01A	49 years, male, white, stage:Stage IVA, dead, 480 days	6086.1
TCGA-UF-A7JT-01A	72 years, female, white, stage:Stage IVA, dead, 993 days	6084.8
TCGA-BA-A4IG-01A	77 years, male, white, stage:'--, alive, 855 days	6077.7
TCGA-CV-A6K1-01A	65 years, male, white, stage:Stage IVA, alive, 685 days	6063.6
TCGA-D6-A4ZB-01A	61 years, male, white, stage:Stage III, alive, 376 days	6058.8
TCGA-CV-7253-01A	58 years, male, black or african american, stage:Stage IVA, dead, 361 days	6006.7
TCGA-CV-6937-01A	71 years, male, white, stage:Stage II, dead, 624 days	6001.6
TCGA-CQ-6228-01A	71 years, female, white, stage:Stage IVA, dead, 456 days	5940.5
TCGA-DQ-5629-01A	64 years, male, white, stage:'--, dead, 941 days	5903.3
TCGA-CN-6021-01A	63 years, female, white, stage:'--, dead, 276 days	5850.9
TCGA-CQ-6223-01A	69 years, male, white, stage:Stage II, alive, 1428 days	5836.5
TCGA-MT-A51W-01A	52 years, female, white, stage:Stage I, alive, 437 days	5800.9
TCGA-CN-A498-01A	61 years, female, white, stage:Stage III, dead, 773 days	5733.0
TCGA-CV-6941-01A	51 years, male, white, stage:Stage III, dead, 342 days	5730.6
TCGA-CR-7386-01A	69 years, male, white, stage:Stage IVA, alive, 1430 days	5711.9
TCGA-UF-A718-01A	62 years, male, white, stage:Stage IVA, alive, 1971 days	5674.5
TCGA-CR-7385-01A	42 years, male, white, stage:'--, alive, 997 days	5640.7
TCGA-CV-6436-01A	62 years, male, white, stage:Stage IVA, alive, 1899 days	5637.9
TCGA-F7-8298-01A	58 years, male, white, stage:Stage I, alive, 995 days	5617.4
TCGA-UF-A7JH-01A	59 years, male, black or african american, stage:Stage IVA, alive, 896 days	5566.3
TCGA-BA-5557-01A	41 years, female, stage:Stage III, alive, 623 days	5563.8
TCGA-F7-A620-01A	47 years, male, white, stage:Stage III, alive, 543 days	5510.1
TCGA-QK-A6V9-01A	56 years, male, white, stage:Stage II, alive, 833 days	5508.3
TCGA-UF-A71E-01A	63 years, male, white, stage:Stage IVA, dead, 1504 days	5496.1
TCGA-CV-7095-01A	87 years, female, stage:Stage II, dead, 572 days	5496.0
TCGA-BA-6869-01A	62 years, male, white, stage:Stage III, alive, 644 days	5480.9
TCGA-P3-A6T7-01A	55 years, male, white, stage:Stage IVA, dead, 487 days	5461.5
TCGA-CN-5363-01A	48 years, male, black or african american, stage:Stage IVB, dead, 253 days	5450.7
TCGA-CV-6933-01A	53 years, male, white, stage:Stage III, dead, 2741 days	5412.3
TCGA-CV-6951-01A	57 years, male, white, stage:Stage IVA, dead, 915 days	5408.8
TCGA-CV-7422-01A	60 years, female, white, stage:Stage IVA, dead, 1037 days	5401.0
TCGA-IQ-A61I-01A	63 years, male, black or african american, stage:Stage IVA, dead, 2 days	5399.0
TCGA-CR-5249-01A	35 years, female, white, stage:Stage II, alive, 1152 days	5380.0
TCGA-CR-7369-01A	59 years, male, white, stage:Stage IVA, dead, 1090 days	5366.3
TCGA-HD-7754-01A	69 years, male, white, stage:Stage IVA, alive, 783 days	5360.8
TCGA-CR-7401-01A	64 years, male, white, stage:Stage I, alive, 1077 days	5358.4
TCGA-UF-A7J9-01A	75 years, male, white, stage:Stage IVA, alive, 1358 days	5321.5
TCGA-F7-A61V-01A	54 years, male, white, stage:Stage II, alive, 759 days	5312.0
TCGA-IQ-A6SG-01A	61 years, female, white, stage:Stage III, alive, 579 days	5296.2
TCGA-CV-6960-01A	49 years, male, black or african american, stage:Stage III, dead, 862 days	5293.1
TCGA-IQ-7630-01A	49 years, male, white, stage:Stage II, alive, 485 days	5276.2
TCGA-CV-A463-01A	82 years, female, white, stage:Stage IVA, dead, 23 days	5261.3
TCGA-F7-A61S-01A	62 years, male, white, stage:Stage III, alive, 576 days	5251.4
TCGA-CV-5432-01A	68 years, male, white, stage:Stage III, alive, 3930 days	5219.2
TCGA-CV-7434-01A	64 years, male, white, stage:Stage IVA, dead, 218 days	5202.1
TCGA-CV-7245-01A	62 years, male, white, stage:Stage IVA, alive, 797 days	5200.8
TCGA-WA-A7GZ-01A	58 years, male, white, stage:'--, dead, 625 days	5158.5
TCGA-F7-7848-01A	47 years, male, white, stage:Stage IVA, alive, 1131 days	5146.5
TCGA-F7-A623-01A	70 years, male, white, stage:Stage IVA, alive, 616 days	5137.6
TCGA-BA-5555-01A	54 years, male, black or african american, stage:Stage IVA, alive, 520 days	5134.0
TCGA-CV-7430-01A	56 years, male, white, stage:Stage IVA, dead, 495 days	5078.3
TCGA-D6-6517-01A	59 years, male, white, stage:Stage III, alive, 292 days	5036.6
TCGA-CV-5444-01A	64 years, male, black or african american, stage:Stage IVA, alive, 2437 days	5028.5
TCGA-CV-5439-01A	62 years, male, white, stage:Stage IVA, dead, 546 days	4993.4
TCGA-CV-A468-01A	42 years, male, stage:Stage IVA, dead, 464 days	4979.5
TCGA-H7-A6C4-01A	35 years, female, white, stage:Stage IVA, dead, 414 days	4973.1
TCGA-CX-7086-01A	53 years, male, black or african american, stage:Stage III, alive, 573 days	4971.5
TCGA-TN-A7HJ-01A	51 years, male, white, stage:Stage IVA, alive, 403 days	4947.5
TCGA-CR-7364-01A	66 years, male, white, stage:Stage III, alive, 1435 days	4930.2
TCGA-CV-6962-01A	65 years, male, white, stage:Stage IVA, dead, 126 days	4872.3
TCGA-CV-5976-01A	50 years, male, white, stage:Stage IVA, alive, 1478 days	4844.4
TCGA-CV-5977-01A	66 years, male, white, stage:Stage IVA, alive, 1840 days	4821.2
TCGA-F7-A50J-01A	67 years, female, white, stage:Stage III, alive, 947 days	4820.8
TCGA-BA-A6DD-01A	44 years, male, black or african american, stage:Stage IVA, dead, 173 days	4811.1
TCGA-H7-A76A-01A	57 years, male, white, stage:'--, alive, 637 days	4799.9
TCGA-CV-5434-01A	60 years, male, black or african american, stage:Stage IVA, dead, 3314 days	4796.8
TCGA-T2-A6X0-01A	49 years, male, white, stage:'--, alive, 216 days	4794.1
TCGA-CR-5247-01A	48 years, male, black or african american, stage:'--, alive, 358 days	4776.0
TCGA-QK-A64Z-01A	79 years, female, white, stage:Stage IVA, dead, 641 days	4774.5
TCGA-CV-7413-01A	74 years, female, white, stage:Stage II, dead, 294 days	4764.5
TCGA-CV-7261-01A	57 years, male, white, stage:Stage IVA, alive, 1512 days	4762.7
TCGA-CN-5367-01A	60 years, female, white, stage:Stage IVA, dead, 352 days	4739.4
TCGA-CR-6492-01A	78 years, male, white, stage:Stage III, alive, 479 days	4707.5
TCGA-CR-6471-01A	58 years, male, white, stage:Stage IVA, dead, 1202 days	4685.7
TCGA-RS-A6TP-01A	58 years, male, white, stage:Stage II, alive, 516 days	4654.1
TCGA-CV-5440-01A	52 years, male, white, stage:Stage IVA, alive, 3270 days	4639.3
TCGA-BA-6872-01A	47 years, male, white, stage:'--, dead, 384 days	4627.1
TCGA-CR-7368-01A	54 years, male, white, stage:Stage IVA, alive, 1245 days	4624.6
TCGA-CQ-6218-01A	52 years, female, white, stage:Stage IVA, alive, 1253 days	4602.6
TCGA-CN-6998-01A	53 years, male, white, stage:Stage IVA, dead, 357 days	4594.8
TCGA-H7-7774-01A	75 years, female, white, stage:Stage IVA, alive, 407 days	4590.7
TCGA-CR-7404-01A	53 years, male, white, stage:'--, alive, 1472 days	4567.9
TCGA-CV-7089-01A	74 years, male, white, stage:Stage IVA, dead, 1972 days	4566.0
TCGA-CV-A45P-01A	82 years, female, white, stage:Stage I, alive, 639 days	4563.0
TCGA-CV-7097-01A	53 years, male, white, stage:Stage II, dead, 385 days	4525.3
TCGA-CR-7372-01A	45 years, male, white, stage:Stage I, alive, 759 days	4515.8
TCGA-CN-5365-01A	38 years, male, white, stage:Stage IVB, dead, 351 days	4507.0
TCGA-CV-7410-01A	61 years, male, white, stage:Stage III, dead, 6417 days	4492.9
TCGA-CV-7104-01A	61 years, female, white, stage:Stage IVA, dead, 393 days	4469.3
TCGA-D6-A6EQ-01A	57 years, male, white, stage:Stage IVA, alive, 368 days	4453.6
TCGA-T3-A92N-01A	79 years, male, black or african american, stage:Stage IVA, dead, 95 days	4433.8
TCGA-CV-7411-01A	64 years, female, white, stage:Stage IVA, dead, 2717 days	4425.7
TCGA-T3-A92M-01A	52 years, male, black or african american, stage:Stage IVA, alive, 417 days	4418.6
TCGA-CV-6950-01A	64 years, male, white, stage:Stage IVA, dead, 459 days	4417.6
TCGA-D6-6516-01A	69 years, male, white, stage:Stage I, alive, 773 days	4396.0
TCGA-CV-7091-01A	54 years, male, white, stage:Stage I, alive, 3381 days	4394.1
TCGA-CV-6948-01A	79 years, female, white, stage:Stage IVB, dead, 1289 days	4384.2
TCGA-CV-7438-01A	87 years, female, white, stage:Stage I, dead, 194 days	4374.0
TCGA-QK-A652-01A	60 years, male, white, stage:Stage III, alive, 645 days	4354.7
TCGA-CV-7236-01A	77 years, female, white, stage:Stage IVA, dead, 144 days	4350.4
TCGA-BB-4227-01A	66 years, male, white, stage:Stage IVA, alive, 134 days	4344.9
TCGA-F7-A50I-01A	72 years, male, white, stage:Stage IVA, alive, 92 days	4288.9
TCGA-CR-5243-01A	51 years, male, white, stage:'--, alive, 2562 days	4241.0
TCGA-QK-A6VB-01A	66 years, male, white, stage:Stage IVA, alive, 641 days	4235.8
TCGA-P3-A5QE-01A	49 years, male, white, stage:Stage III, alive, 1559 days	4228.1
TCGA-HD-A6I0-01A	56 years, male, white, stage:Stage IVA, alive, 210 days	4220.0
TCGA-CR-7383-01A	79 years, female, white, stage:Stage I, dead, 521 days	4215.6
TCGA-BA-A6D8-01A	59 years, male, black or african american, stage:Stage IVA, alive, 850 days	4208.2
TCGA-CV-6433-01A	57 years, male, white, stage:Stage II, alive, 641 days	4178.6
TCGA-CV-7424-01A	67 years, male, asian, stage:Stage IVA, dead, 453 days	4167.8
TCGA-CV-6943-01A	74 years, male, white, stage:Stage III, dead, 602 days	4160.7
TCGA-HD-7832-01A	52 years, male, white, stage:Stage IVA, alive, 836 days	4153.1
TCGA-BA-A4IF-01A	59 years, male, white, stage:'--, alive, 895 days	4148.4
TCGA-CV-7423-01A	65 years, male, white, stage:Stage II, dead, 3059 days	4143.6
TCGA-HD-8634-01A	51 years, female, white, stage:Stage I, dead, 385 days	4139.4
TCGA-P3-A6T6-01A	53 years, male, white, stage:Stage IVA, dead, 395 days	4112.0
TCGA-CN-6016-01A	64 years, male, white, stage:Stage IVA, alive, 1443 days	4099.8
TCGA-CV-6952-01A	65 years, female, white, stage:Stage IVA, dead, 185 days	4093.8
TCGA-KU-A6H8-01A	41 years, male, white, stage:Stage IVA, dead, 327 days	4090.9
TCGA-CV-A45O-01A	57 years, male, white, stage:'--, alive, 851 days	4085.4
TCGA-CQ-6222-01A	63 years, male, white, stage:Stage IVA, alive, 2016 days	4082.5
TCGA-CV-7099-01A	85 years, female, white, stage:Stage II, dead, 243 days	4078.3
TCGA-CQ-6229-01A	61 years, male, white, stage:Stage II, alive, 1179 days	4068.7
TCGA-CN-6020-01A	58 years, male, black or african american, stage:Stage III, dead, 205 days	4055.4
TCGA-P3-A6T8-01A	54 years, male, white, stage:Stage IVA, alive, 400 days	4053.3
TCGA-CN-A49B-01A	71 years, male, white, stage:Stage III, alive, 904 days	4051.5
TCGA-QK-A8ZB-01A	68 years, male, black or african american, stage:Stage IVA, alive, 542 days	4043.8
TCGA-CN-5360-01A	68 years, male, white, stage:Stage IVA, alive, 2169 days	4012.4
TCGA-BB-8601-01A	84 years, male, black or african american, stage:Stage III, alive, 624 days	4001.1
TCGA-MT-A67A-01A	85 years, female, white, stage:Stage I, alive, 914 days	3996.3
TCGA-CR-7389-01A	55 years, male, black or african american, stage:'--, alive, 392 days	3987.0
TCGA-CR-7393-01A	26 years, male, white, stage:Stage III, alive, 993 days	3979.8
TCGA-D6-8569-01A	52 years, male, white, stage:Stage II, alive, 770 days	3976.6
TCGA-UF-A7JA-01A	66 years, female, white, stage:Stage IVA, alive, 2265 days	3970.2
TCGA-BA-A8YP-01A	50 years, male, black or african american, stage:Stage IVB, alive, 499 days	3967.2
TCGA-CV-A465-01A	24 years, male, white, stage:Stage III, dead, 215 days	3964.6
TCGA-CR-7388-01A	70 years, female, white, stage:'--, dead, 823 days	3956.1
TCGA-CV-7180-01A	34 years, male, white, stage:Stage II, dead, 327 days	3950.5
TCGA-CX-7219-01A	47 years, male, black or african american, stage:Stage IVA, alive, 1045 days	3921.3
TCGA-QK-AA3J-01A	69 years, male, black or african american, stage:Stage I, alive, 466 days	3917.2
TCGA-CN-A63U-01A	50 years, male, white, stage:Stage IVA, alive, 964 days	3898.1
TCGA-CV-7247-01A	55 years, male, white, stage:Stage III, dead, 577 days	3889.2
TCGA-CV-7435-01A	57 years, female, white, stage:Stage IVA, dead, 4680 days	3873.3
TCGA-CQ-6225-01A	65 years, male, white, stage:Stage III, dead, 403 days	3852.4
TCGA-CX-A4AQ-01A	56 years, male, white, stage:Stage IVA, alive, 1555 days	3847.9
TCGA-CV-6003-01A	50 years, female, white, stage:Stage III, alive, 1665 days	3807.6
TCGA-T2-A6X2-01A	82 years, male, white, stage:Stage III, alive, 987 days	3801.5
TCGA-CV-6940-01A	80 years, female, white, stage:Stage III, dead, 804 days	3787.9
TCGA-CN-6992-01A	61 years, male, white, stage:Stage IVA, alive, 1066 days	3775.6
TCGA-BB-A5HZ-01A	65 years, male, white, stage:Stage IVA, alive, 827 days	3771.4
TCGA-RS-A6TO-01A	82 years, female, white, stage:Stage IVA, dead, 387 days	3768.5
TCGA-UF-A719-01A	54 years, male, stage:Stage II, alive, 1663 days	3764.0
TCGA-CV-7433-01A	49 years, male, white, stage:Stage IVA, dead, 601 days	3763.1
TCGA-P3-A6T4-01A	54 years, male, white, stage:Stage IVA, dead, 62 days	3758.0
TCGA-H7-8502-01A	50 years, male, white, stage:Stage IVA, alive, 458 days	3753.4
TCGA-CN-A63T-01A	60 years, male, white, stage:Stage IVA, alive, 225 days	3739.2
TCGA-BA-5558-01A	65 years, male, white, stage:'--, alive, 1995 days	3738.1
TCGA-CN-4722-01A	61 years, female, white, stage:Stage II, alive, 1483 days	3738.0
TCGA-CQ-A4C6-01A	63 years, male, asian, stage:Stage II, alive, 1353 days	3729.5
TCGA-CX-7082-01A	82 years, male, white, stage:Stage IVA, dead, 11 days	3697.3
TCGA-CV-6954-01A	59 years, male, black or african american, stage:Stage IVA, dead, 2002 days	3686.5
TCGA-F7-8489-01A	48 years, male, white, stage:Stage II, alive, 658 days	3683.5
TCGA-IQ-A6SH-01A	55 years, male, black or african american, stage:Stage III, alive, 471 days	3659.9
TCGA-CN-6012-01A	66 years, male, white, stage:Stage IVA, alive, 1460 days	3645.7
TCGA-BA-A6DB-01A	24 years, female, white, stage:Stage I, alive, 216 days	3640.1
TCGA-HD-7753-01A	62 years, male, black or african american, stage:Stage I, alive, 866 days	3631.1
TCGA-CN-6994-01A	67 years, male, white, stage:Stage IVA, alive, 1183 days	3617.8
TCGA-CV-7242-01A	60 years, female, white, stage:Stage II, alive, 1095 days	3587.6
TCGA-CQ-7063-01A	59 years, female, white, stage:Stage I, alive, 2133 days	3583.5
TCGA-HD-8635-01A	61 years, female, white, stage:Stage III, alive, 695 days	3581.7
TCGA-CN-A641-01A	47 years, male, white, stage:Stage IVA, alive, 367 days	3574.5
TCGA-CQ-5331-01A	73 years, female, white, stage:'--, alive, 1399 days	3570.6
TCGA-BB-A5HY-01A	64 years, male, white, stage:Stage IVA, dead, 321 days	3569.3
TCGA-D6-A4Z9-01A	59 years, male, white, stage:Stage IVA, alive, 539 days	3568.4
TCGA-HD-8314-01A	58 years, male, white, stage:Stage III, alive, 670 days	3545.7
TCGA-UF-A7JV-01A	62 years, female, white, stage:Stage IVA, dead, 90 days	3529.2
TCGA-IQ-A61J-01A	54 years, male, white, stage:Stage IVA, alive, 1021 days	3522.3
TCGA-CN-A63W-01A	48 years, female, white, stage:Stage IVA, dead, 377 days	3510.3
TCGA-CN-5366-01A	51 years, male, white, stage:Stage IVA, dead, 360 days	3509.1
TCGA-P3-A6T0-01A	47 years, female, white, stage:Stage IVA, alive, 578 days	3507.7
TCGA-CR-7371-01A	45 years, female, white, stage:Stage III, dead, 94 days	3502.7
TCGA-CV-7437-01A	77 years, male, stage:Stage II, dead, 506 days	3501.2
TCGA-CN-4739-01A	71 years, male, white, stage:Stage IVA, dead, 1394 days	3498.4
TCGA-CN-5361-01A	80 years, male, white, stage:Stage IVA, dead, 2120 days	3489.5
TCGA-CV-7183-01A	53 years, male, white, stage:Stage II, alive, 3981 days	3489.1
TCGA-CQ-5330-01A	69 years, female, white, stage:Stage IVA, alive, 1897 days	3484.8
TCGA-CQ-5325-01A	65 years, male, white, stage:Stage I, dead, 654 days	3469.1
TCGA-CN-5356-01A	56 years, male, white, stage:Stage III, alive, 1409 days	3457.1
TCGA-IQ-A61G-01A	57 years, male, white, stage:Stage IVA, alive, 360 days	3456.2
TCGA-IQ-7631-01A	60 years, female, white, stage:Stage II, alive, 1172 days	3442.9
TCGA-CV-6942-01A	73 years, female, white, stage:Stage II, alive, 4282 days	3438.3
TCGA-CR-7391-01A	36 years, female, white, stage:Stage I, alive, 913 days	3436.6
TCGA-BA-A6DE-01A	70 years, female, white, stage:Stage II, alive, 440 days	3432.0
TCGA-CQ-A4C7-01A	88 years, male, white, stage:Stage III, dead, 353 days	3430.8
TCGA-CQ-5327-01A	61 years, female, asian, stage:Stage IVA, alive, 1660 days	3424.5
TCGA-CR-6481-01A	47 years, male, white, stage:'--, alive, 311 days	3402.8
TCGA-UF-A7JC-01A	42 years, male, white, stage:Stage IVA, dead, 546 days	3402.1
TCGA-BA-6870-01A	60 years, female, black or african american, stage:'--, dead, 451 days	3399.7
TCGA-P3-A6SW-01A	50 years, male, white, stage:Stage IVB, alive, 1120 days	3395.8
TCGA-CV-7103-01A	49 years, male, white, stage:Stage IVA, dead, 1591 days	3380.0
TCGA-D6-A6EO-01A	44 years, male, white, stage:Stage IVA, alive, 759 days	3379.6
TCGA-CN-A6UY-01A	57 years, male, white, stage:Stage IVA, alive, 713 days	3376.0
TCGA-BA-A6DI-01A	62 years, male, black or african american, stage:'--, dead, 336 days	3373.1
TCGA-CR-7370-01A	72 years, female, white, stage:'--, alive, 105 days	3358.2
TCGA-CQ-A4CE-01A	76 years, female, stage:Stage II, alive, 897 days	3338.2
TCGA-CN-6011-01A	57 years, male, white, stage:Stage IVA, alive, 933 days	3335.4
TCGA-CQ-7069-01A	77 years, female, white, stage:Stage II, alive, 1274 days	3334.8
TCGA-CR-6470-01A	38 years, male, white, stage:Stage II, alive, 1521 days	3333.3
TCGA-CN-A49A-01A	60 years, male, white, stage:Stage IVB, dead, 526 days	3332.3
TCGA-CV-A45X-01A	47 years, male, white, stage:Stage IVA, dead, 198 days	3303.2
TCGA-CR-7395-01A	80 years, female, white, stage:Stage II, alive, 930 days	3291.8
TCGA-F7-A61W-01A	51 years, male, asian, stage:Stage IVA, alive, 14 days	3283.9
TCGA-CV-5442-01A	76 years, female, white, stage:Stage IVA, alive, 2327 days	3268.6
TCGA-CR-7380-01A	58 years, male, white, stage:Stage IVB, dead, 606 days	3256.1
TCGA-CQ-5323-01A	82 years, male, white, stage:Stage I, alive, 1466 days	3252.4
TCGA-CV-A6JD-01A	82 years, female, white, stage:'--, dead, 182 days	3250.4
TCGA-IQ-A61E-01A	55 years, female, white, stage:Stage III, alive, 1147 days	3228.8
TCGA-CN-5374-01A	56 years, female, white, stage:Stage IVA, dead, 1732 days	3222.8
TCGA-CR-6491-01A	60 years, male, black or african american, stage:Stage IVA, alive, 693 days	3200.0
TCGA-CV-A45Y-01A	61 years, male, american indian or alaska native, stage:Stage IVA, dead, 2703 days	3192.0
TCGA-CN-5370-01A	78 years, male, white, stage:Stage III, dead, 259 days	3167.6
TCGA-CN-A6V3-01A	61 years, male, white, stage:Stage IVA, alive, 742 days	3157.1
TCGA-CV-5979-01A	26 years, male, white, stage:Stage IVA, alive, 1315 days	3148.5
TCGA-CV-7427-01A	73 years, female, white, stage:Stage II, dead, 4760 days	3146.1
TCGA-BA-A6DJ-01A	62 years, male, asian, stage:Stage IVA, dead, 407 days	3135.2
TCGA-UF-A71B-01A	50 years, male, white, stage:Stage IVA, alive, 1506 days	3130.2
TCGA-CN-4726-01A	68 years, male, white, stage:Stage IVA, dead, 142 days	3128.3
TCGA-P3-A6T3-01A	49 years, male, white, stage:Stage IVA, dead, 577 days	3125.5
TCGA-CV-7101-01A	80 years, male, white, stage:Stage II, dead, 160 days	3115.7
TCGA-CV-7100-01A	66 years, male, white, stage:Stage III, dead, 274 days	3112.8
TCGA-CN-6019-01A	61 years, male, white, stage:Stage IVA, alive, 1038 days	3110.1
TCGA-CN-5364-01A	55 years, male, white, stage:Stage IVA, dead, 493 days	3107.3
TCGA-CV-A6K2-01A	79 years, male, white, stage:Stage IVA, dead, 317 days	3103.2
TCGA-CV-7418-01A	62 years, male, black or african american, stage:Stage IVA, dead, 789 days	3098.6
TCGA-BA-5153-01A	51 years, male, white, stage:'--, dead, 1762 days	3094.1
TCGA-D6-A6EN-01A	71 years, male, white, stage:Stage III, alive, 687 days	3089.3
TCGA-CN-4738-01A	53 years, male, white, stage:Stage IVA, dead, 436 days	3075.7
TCGA-CV-7568-01A	48 years, female, white, stage:Stage IVA, dead, 927 days	3071.7
TCGA-CV-A6JY-01A	69 years, male, white, stage:Stage IVA, alive, 646 days	3059.8
TCGA-HD-7229-01A	60 years, male, white, stage:Stage IVA, alive, 1027 days	3056.9
TCGA-CV-7432-01A	79 years, male, white, stage:Stage II, dead, 2570 days	3045.3
TCGA-DQ-5630-01A	73 years, male, white, stage:'--, alive, 1030 days	3044.6
TCGA-CN-6997-01A	66 years, male, white, stage:Stage IVA, dead, 988 days	3031.7
TCGA-CV-7263-01A	64 years, male, black or african american, stage:Stage II, dead, 560 days	3027.6
TCGA-CN-6010-01A	53 years, male, white, stage:Stage IVA, alive, 1523 days	3027.0
TCGA-CV-7252-01A	62 years, female, black or african american, stage:Stage IVA, dead, 151 days	3014.1
TCGA-BA-6873-01A	28 years, male, white, stage:Stage IVA, alive, 122 days	3001.1
TCGA-CV-7090-01A	39 years, male, white, stage:Stage II, alive, 5252 days	2960.3
TCGA-BB-4225-01A	73 years, male, white, stage:'--, alive, 146 days	2954.1
TCGA-CN-4735-01A	52 years, male, white, stage:Stage IVA, alive, 1737 days	2946.2
TCGA-CV-A45T-01A	64 years, female, white, stage:'--, dead, 4856 days	2936.2
TCGA-MT-A67D-01A	55 years, male, white, stage:Stage II, alive, 56 days	2933.9
TCGA-CQ-6219-01A	50 years, female, white, stage:Stage IVA, dead, 479 days	2874.4
TCGA-CV-6953-01A	80 years, female, white, stage:Stage III, dead, 1641 days	2852.3
TCGA-D6-8568-01A	62 years, male, white, stage:Stage II, alive, 759 days	2840.1
TCGA-BB-4223-01A	48 years, male, white, stage:Stage IVA, alive, 3221 days	2838.2
TCGA-CV-5443-01A	63 years, male, black or african american, stage:Stage III, alive, 2784 days	2838.2
TCGA-CV-7416-01A	29 years, female, white, stage:Stage IVA, dead, 763 days	2836.7
TCGA-HD-A633-01A	74 years, male, white, stage:Stage IVA, alive, 421 days	2825.9
TCGA-CQ-5332-01A	87 years, male, white, stage:Stage III, dead, 317 days	2823.9
TCGA-CR-6484-01A	67 years, female, asian, stage:Stage IVA, alive, 354 days	2818.2
TCGA-BA-A4II-01A	46 years, male, white, stage:Stage II, alive, 918 days	2815.0
TCGA-BA-5556-01A	58 years, female, white, stage:Stage II, alive, 725 days	2813.9
TCGA-CV-7440-01A	38 years, male, white, stage:Stage II, dead, 675 days	2797.8
TCGA-CV-7446-01A	66 years, male, white, stage:Stage IVA, dead, 1093 days	2785.2
TCGA-C9-A47Z-01A	72 years, female, asian, stage:Stage III, dead, 191 days	2784.0
TCGA-CN-4727-01A	56 years, male, white, stage:Stage IVA, alive, 1560 days	2783.3
TCGA-MT-A67F-01A	60 years, female, white, stage:Stage IVA, alive, 384 days	2747.1
TCGA-CN-4736-01A	70 years, female, white, stage:'--, dead, 395 days	2721.0
TCGA-CN-6996-01A	58 years, female, white, stage:Stage IVA, dead, 530 days	2718.2
TCGA-BB-8596-01A	69 years, female, white, stage:Stage IVA, alive, 2161 days	2704.7
TCGA-BA-6871-01A	75 years, male, white, stage:'--, dead, 108 days	2701.4
TCGA-CR-7377-01A	58 years, male, white, stage:Stage IVA, dead, 279 days	2698.3
TCGA-CN-5355-01A	64 years, male, black or african american, stage:Stage IVA, alive, 1278 days	2696.6
TCGA-CV-5966-01A	63 years, female, white, stage:Stage IVA, dead, 545 days	2692.3
TCGA-F7-A622-01A	75 years, male, white, stage:Stage III, dead, 359 days	2670.4
TCGA-CN-6989-01A	64 years, male, white, stage:Stage IVA, dead, 980 days	2658.3
TCGA-CV-7428-01A	47 years, male, white, stage:Stage IVA, dead, 1671 days	2650.5
TCGA-C9-A480-01A	45 years, female, asian, stage:Stage III, alive, 386 days	2647.3
TCGA-D6-6826-01A	64 years, female, white, stage:Stage IVA, dead, 348 days	2643.3
TCGA-CV-5978-01A	53 years, female, black or african american, stage:Stage IVB, dead, 215 days	2638.7
TCGA-CQ-7068-01A	80 years, female, white, stage:Stage II, alive, 1309 days	2622.8
TCGA-CQ-5334-01A	87 years, male, white, stage:Stage IVA, dead, 129 days	2622.2
TCGA-CR-7379-01A	78 years, female, white, stage:Stage IVA, alive, 1036 days	2600.7
TCGA-F7-A50G-01A	66 years, male, white, stage:Stage III, alive, 616 days	2598.5
TCGA-BA-4078-01A	83 years, male, white, stage:'--, dead, 276 days	2588.0
TCGA-CV-6936-01A	68 years, male, white, stage:Stage IVA, dead, 166 days	2560.0
TCGA-CV-7102-01A	76 years, female, white, stage:Stage IVA, dead, 56 days	2550.0
TCGA-CR-7402-01A	68 years, male, white, stage:'--, alive, 911 days	2542.5
TCGA-CQ-5333-01A	74 years, male, white, stage:Stage II, dead, 341 days	2532.0
TCGA-CQ-A4CB-01A	59 years, male, stage:Stage III, alive, 893 days	2505.4
TCGA-CV-5970-01A	59 years, male, white, stage:Stage IVA, dead, 406 days	2503.0
TCGA-CQ-6227-01A	77 years, male, white, stage:Stage IVA, dead, 129 days	2497.6
TCGA-CV-7254-01A	55 years, male, white, stage:Stage II, dead, 1459 days	2490.6
TCGA-CN-4740-01A	79 years, female, white, stage:Stage IVA, dead, 839 days	2468.6
TCGA-CR-6467-01A	59 years, male, white, stage:Stage III, alive, 1777 days	2445.8
TCGA-CV-6939-01A	60 years, male, white, stage:Stage IVA, dead, 666 days	2444.3
TCGA-CN-4737-01A	19 years, male, white, stage:Stage IVA, alive, 625 days	2423.1
TCGA-CR-6488-01A	68 years, female, white, stage:Stage II, alive, 379 days	2419.1
TCGA-CR-6493-01A	69 years, male, black or african american, stage:Stage IVA, dead, 282 days	2411.3
TCGA-CV-6934-01A	66 years, female, white, stage:Stage IVA, dead, 65 days	2379.8
TCGA-KU-A66T-01A	53 years, female, white, stage:Stage IVA, alive, 552 days	2378.6
TCGA-CV-A45U-01A	59 years, male, white, stage:Stage IVA, dead, 1079 days	2375.9
TCGA-CR-6474-01A	51 years, male, white, stage:Stage IVA, dead, 564 days	2336.1
TCGA-D6-6515-01A	82 years, female, white, stage:Stage II, dead, 403 days	2334.3
TCGA-BA-A6DL-01A	59 years, male, white, stage:'--, alive, 623 days	2323.7
TCGA-CR-5250-01A	71 years, male, white, stage:'--, alive, 799 days	2310.7
TCGA-CR-6478-01A	66 years, female, white, stage:'--, dead, 183 days	2295.1
TCGA-CV-A45W-01A	75 years, male, white, stage:Stage II, dead, 1398 days	2293.5
TCGA-CN-A497-01A	63 years, male, stage:Stage III, alive, 1065 days	2287.1
TCGA-CV-6959-01A	48 years, male, white, stage:Stage III, dead, 256 days	2259.7
TCGA-IQ-7632-01A	68 years, female, white, stage:Stage IVA, alive, 441 days	2236.5
TCGA-BB-A5HU-01A	47 years, male, white, stage:Stage IVA, alive, 782 days	2222.6
TCGA-D6-6823-01A	50 years, male, white, stage:Stage II, alive, 701 days	2222.1
TCGA-UF-A7JJ-01A	68 years, male, stage:Stage IVA, alive, 549 days	2220.5
TCGA-CR-7365-01A	60 years, male, white, stage:Stage IVA, alive, 1191 days	2219.7
TCGA-CR-7397-01A	44 years, male, white, stage:Stage IVA, alive, 754 days	2219.1
TCGA-CV-7425-01A	77 years, female, white, stage:Stage III, dead, 1718 days	2213.2
TCGA-BA-5152-01A	56 years, male, white, stage:Stage IVA, alive, 1288 days	2200.4
TCGA-CQ-5324-01A	59 years, male, white, stage:Stage III, alive, 1593 days	2194.6
TCGA-BB-4224-01A	52 years, male, white, stage:Stage IVA, alive, 278 days	2183.6
TCGA-BB-4228-01A	50 years, male, white, stage:Stage III, alive, 559 days	2177.7
TCGA-CR-5248-01A	53 years, male, white, stage:'--, alive, 1663 days	2177.5
TCGA-CR-7399-01A	60 years, female, white, stage:Stage IVA, alive, 181 days	2175.1
TCGA-CR-7394-01A	70 years, male, white, stage:Stage IVA, alive, 1346 days	2174.0
TCGA-CQ-5329-01A	46 years, female, white, stage:Stage II, alive, 2143 days	2158.4
TCGA-BA-5559-01A	71 years, male, white, stage:'--, dead, 2083 days	2155.7
TCGA-UF-A7JK-01A	59 years, male, stage:Stage IVA, dead, 424 days	2113.8
TCGA-CQ-6220-01A	69 years, male, white, stage:Stage III, dead, 985 days	2106.0
TCGA-P3-A5QA-01A	41 years, male, stage:Stage I, alive, 2182 days	2105.4
TCGA-CV-7255-01A	32 years, female, white, stage:Stage IVA, dead, 64 days	2102.9
TCGA-BA-4076-01A	39 years, male, white, stage:'--, dead, 415 days	2088.4
TCGA-D6-A6EM-01A	65 years, female, white, stage:Stage III, alive, 232 days	2088.0
TCGA-CR-6487-01A	50 years, male, white, stage:Stage I, alive, 234 days	2083.1
TCGA-CR-6477-01A	56 years, female, white, stage:'--, alive, 514 days	2078.2
TCGA-CV-6961-01A	61 years, male, white, stage:Stage II, dead, 76 days	2058.0
TCGA-CX-7085-01A	77 years, female, white, stage:Stage I, alive, 321 days	2054.6
TCGA-CN-6023-01A	73 years, male, white, stage:Stage IVA, alive, 1584 days	2047.1
TCGA-CQ-A4CG-01A	78 years, female, white, stage:Stage III, dead, 430 days	2035.6
TCGA-CN-4728-01A	56 years, male, white, stage:Stage IVA, alive, 1724 days	2030.2
TCGA-BA-A4IH-01A	57 years, male, white, stage:'--, alive, 622 days	2023.5
TCGA-CR-7376-01A	83 years, male, white, stage:Stage III, alive, 972 days	2022.3
TCGA-CQ-7071-01A	76 years, female, white, stage:Stage III, alive, 1311 days	2008.9
TCGA-CQ-6224-01A	52 years, male, white, stage:Stage IVA, alive, 1721 days	2006.5
TCGA-BA-A6DG-01A	49 years, male, white, stage:'--, dead, 69 days	1997.9
TCGA-BB-4217-01A	68 years, male, black or african american, stage:Stage IVA, alive, 187 days	1992.9
TCGA-QK-A8Z7-01A	59 years, male, black or african american, stage:Stage IVA, alive, 392 days	1988.1
TCGA-UF-A7JO-01A	79 years, female, white, stage:Stage IVA, dead, 631 days	1984.1
TCGA-CN-A499-01A	60 years, female, white, stage:Stage II, alive, 717 days	1980.8
TCGA-CV-6938-01A	87 years, male, white, stage:Stage II, dead, 144 days	1980.1
TCGA-BA-5151-01A	72 years, male, white, stage:Stage IVA, alive, 722 days	1973.8
TCGA-T2-A6WX-01A	73 years, female, white, stage:'--, dead, 209 days	1963.3
TCGA-CN-4742-01A	48 years, female, white, stage:Stage IVA, dead, 397 days	1961.3
TCGA-UF-A7JD-01A	71 years, male, stage:Stage IVA, dead, 739 days	1956.0
TCGA-CR-7390-01A	67 years, male, white, stage:Stage IVA, alive, 1508 days	1951.4
TCGA-CN-6022-01A	49 years, male, white, stage:Stage IVA, dead, 281 days	1939.2
TCGA-DQ-7588-01A	66 years, male, white, stage:'--, dead, 427 days	1908.9
TCGA-IQ-A61H-01A	76 years, male, white, stage:Stage II, alive, 1138 days	1908.0
TCGA-IQ-A61O-01A	43 years, male, white, stage:Stage IVA, dead, 421 days	1907.7
TCGA-CQ-A4CD-01A	69 years, male, white, stage:Stage IVA, alive, 1022 days	1905.1
TCGA-CN-4729-01A	73 years, male, white, stage:Stage III, alive, 392 days	1897.6
TCGA-CQ-A4CH-01A	58 years, male, asian, stage:Stage II, dead, 379 days	1895.7
TCGA-CV-7248-01A	63 years, female, black or african american, stage:Stage IVA, dead, 521 days	1875.5
TCGA-CV-6441-01A	60 years, male, white, stage:Stage III, dead, 292 days	1851.2
TCGA-CR-7392-01A	67 years, female, white, stage:Stage IVA, alive, 1425 days	1843.6
TCGA-HD-7831-01A	74 years, male, white, stage:Stage IVA, alive, 667 days	1818.5
TCGA-MZ-A7D7-01A	51 years, male, white, stage:Stage IVA, alive, 547 days	1809.2
TCGA-CQ-5326-01A	67 years, male, white, stage:Stage IVA, dead, 89 days	1773.4
TCGA-D6-6825-01A	73 years, male, white, stage:Stage I, alive, 491 days	1750.5
TCGA-MZ-A5BI-01A	53 years, male, white, stage:'--, dead, 217 days	1733.2
TCGA-CN-4730-01A	62 years, male, white, stage:Stage IVA, alive, 817 days	1725.3
TCGA-CN-6018-01A	85 years, female, white, stage:Stage IVA, dead, 580 days	1719.2
TCGA-CN-4731-01A	63 years, female, white, stage:Stage IVA, dead, 998 days	1695.2
TCGA-D6-6824-01A	61 years, male, white, stage:Stage IVA, alive, 77 days	1664.1
TCGA-CN-5369-01A	90 years, female, white, stage:Stage IVA, dead, 1 days	1654.2
TCGA-CV-5971-01A	60 years, male, white, stage:Stage IVA, alive, 701 days	1653.1
TCGA-CV-5436-01A	65 years, male, stage:Stage IVA, dead, 584 days	1643.6
TCGA-CR-7373-01A	66 years, male, white, stage:Stage IVA, alive, 889 days	1614.8
TCGA-CV-7235-01A	67 years, male, white, stage:Stage II, alive, 2347 days	1575.1
TCGA-CN-4725-01A	60 years, male, white, stage:Stage II, alive, 1157 days	1564.9
TCGA-CV-5431-01A	73 years, male, white, stage:Stage IVA, dead, 522 days	1554.7
TCGA-CN-5358-01A	60 years, male, white, stage:Stage II, dead, 261 days	1542.6
TCGA-CN-4723-01A	67 years, male, white, stage:Stage IVA, alive, 1699 days	1535.5
TCGA-DQ-7591-01A	62 years, male, white, stage:'--, alive, 622 days	1529.2
TCGA-HD-A4C1-01A	41 years, female, black or african american, stage:Stage IVA, alive, 11 days	1523.7
TCGA-H7-8501-01A	54 years, male, white, stage:Stage IVA, alive, 461 days	1510.7
TCGA-CQ-7072-01A	51 years, male, white, stage:Stage II, alive, 2359 days	1493.1
TCGA-CN-6017-01A	55 years, male, white, stage:Stage IVA, dead, 853 days	1487.5
TCGA-CR-6473-01A	68 years, male, white, stage:'--, alive, 1125 days	1463.3
TCGA-DQ-5631-01A	52 years, male, white, stage:'--, dead, 548 days	1438.9
TCGA-CN-A642-01A	57 years, male, white, stage:Stage IVB, dead, 82 days	1397.9
TCGA-CN-4734-01A	70 years, male, white, stage:Stage II, alive, 1690 days	1389.1
TCGA-P3-A6T2-01A	45 years, male, white, stage:Stage IVA, alive, 2298 days	1380.0
TCGA-CR-7374-01A	67 years, female, white, stage:'--, alive, 30 days	1377.2
TCGA-WA-A7H4-01A	69 years, male, white, stage:Stage II, alive, 443 days	1357.7
TCGA-F7-A624-01A	73 years, male, white, stage:Stage II, alive, 378 days	1348.7
TCGA-CQ-A4CI-01A	73 years, male, white, stage:Stage III, alive, 950 days	1345.6
TCGA-BA-4075-01A	49 years, male, black or african american, stage:Stage III, dead, 283 days	1313.8
TCGA-CN-5359-01A	59 years, male, white, stage:Stage IVA, dead, 377 days	1284.8
TCGA-CR-7367-01A	52 years, male, white, stage:Stage IVA, alive, 1440 days	1276.7
TCGA-QK-A8ZA-01A	60 years, male, black or african american, stage:'--, dead, 371 days	1265.9
TCGA-CV-5435-01A	57 years, male, white, stage:Stage IVA, dead, 2319 days	1241.2
TCGA-TN-A7HI-01A	56 years, male, white, stage:Stage IVA, alive, 412 days	1209.4
TCGA-QK-A6IG-01A	69 years, male, white, stage:Stage III, dead, 222 days	1159.3
TCGA-P3-A6SX-01A	67 years, male, white, stage:Stage III, dead, 1430 days	1118.2
TCGA-CN-4733-01A	61 years, male, white, stage:Stage III, alive, 1586 days	1084.0
TCGA-D6-A6EP-01A	62 years, male, white, stage:Stage III, alive, 424 days	1044.0
TCGA-CQ-6221-01A	79 years, male, white, stage:'--, alive, 1000 days	1035.6
TCGA-MT-A7BN-01A	74 years, male, white, stage:Stage IVA, alive, 469 days	1033.8
TCGA-HD-A6HZ-01A	79 years, female, white, stage:Stage III, alive, 111 days	1009.9
TCGA-KU-A66S-01A	69 years, female, white, stage:Stage III, dead, 406 days	926.8
TCGA-CR-7382-01A	49 years, male, white, stage:Stage IVA, alive, 796 days	869.6
TCGA-D6-6827-01A	55 years, female, white, stage:Stage I, alive, 568 days	825.0
TCGA-CR-6482-01A	62 years, male, black or african american, stage:'--, alive, 345 days	817.6
TCGA-CR-7398-01A	53 years, female, white, stage:Stage II, alive, 156 days	783.1
TCGA-QK-AA3K-01A	60 years, male, black or african american, stage:Stage IVA, alive, 253 days	776.1
TCGA-CV-7429-01A	55 years, male, white, stage:Stage IVA, dead, 107 days	766.7
TCGA-BA-4074-01A	69 years, male, white, stage:Stage IVA, dead, 462 days	766.1
TCGA-HD-A634-01A	56 years, male, white, stage:Stage IVA, dead, 130 days	728.8
TCGA-QK-A6IF-01A	61 years, male, white, stage:'--, alive, 704 days	616.3
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HEAD AND NECK SQUAMOUS CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

183

Samples

Sample ID	Sample type	nRPX
CPT0094350004	Tumor	1.3
CPT0169740004	Normal	1.0
CPT0194420003	Tumor	0.9
CPT0245500003	Tumor	0.9
CPT0163410003	Tumor	0.9
C3N-00295-05	Normal	0.8
CPT0011130005	Tumor	0.8
CPT0229220002	Normal	0.8
CPT0244940004	Tumor	0.8
CPT0235460003	Tumor	0.8
CPT0194960003	Tumor	0.7
CPT0245600003	Tumor	0.7
CPT0237620004	Tumor	0.7
C3N-01758-04	Normal	0.7
CPT0246670003	Tumor	0.6
CPT0226350003	Normal	0.6
CPT0095040003	Tumor	0.6
CPT0196210003	Tumor	0.6
CPT0087820003	Tumor	0.6
CPT0248330003	Tumor	0.5
CPT0245460003	Normal	0.5
CPT0008960003	Normal	0.5
CPT0163610003	Normal	0.5
CPT0223970003	Tumor	0.5
C3N-04279-05	Normal	0.5
CPT0127050003	Tumor	0.5
C3N-02693-06	Normal	0.5
CPT0163490003	Normal	0.4
C3N-00857-05	Normal	0.4
CPT0163250003	Normal	0.4
CPT0011320003	Normal	0.4
CPT0245630003	Tumor	0.4
CPT0248350003	Normal	0.4
CPT0199700003	Tumor	0.4
CPT0245140003	Normal	0.4
CPT0162890003	Tumor	0.4
CPT0163790003	Tumor	0.3
CPT0177220003	Normal	0.3
CPT0088010003	Normal	0.3
CPT0195700003	Normal	0.3
CPT0196060003	Normal	0.3
CPT0199830003	Normal	0.3
CPT0278700002	Normal	0.3
CPT0123260003	Tumor	0.3
CPT0223460003	Normal	0.3
CPT0220610003	Tumor	0.3
CPT0226130003	Tumor	0.3
CPT0226400003	Normal	0.3
CPT0235920003	Normal	0.3
CPT0243090003	Tumor	0.3
CPT0237640003	Normal	0.3
CPT0226090003	Normal	0.3
CPT0223450003	Tumor	0.3
CPT0226270003	Normal	0.2
CPT0163480003	Tumor	0.2
CPT0245190003	Normal	0.2
CPT0094580003	Normal	0.2
C3N-04275-05	Normal	0.2
CPT0245020003	Normal	0.2
CPT0163430003	Normal	0.2
CPT0199890003	Normal	0.2
CPT0281470002	Normal	0.2
C3N-04276-06	Normal	0.2
CPT0084650004	Normal	0.2
CPT0013030003	Normal	0.2
CPT0226440003	Tumor	0.2
CPT0195880003	Normal	0.2
CPT0237480004	Tumor	0.2
CPT0011290003	Tumor	0.1
CPT0123180003	Tumor	0.1
CPT0163240003	Tumor	0.1
CPT0220620003	Normal	0.1
CPT0237130004	Tumor	0.1
CPT0195680003	Tumor	0.1
CPT0162990004	Tumor	0.1
CPT0245730003	Tumor	0.1
CPT0163020003	Normal	0.1
CPT0226450003	Normal	0.1
C3N-01620-05	Normal	0.1
CPT0013130003	Tumor	0.1
CPT0201860004	Normal	0.1
CPT0169920003	Normal	0.1
CPT0163340003	Tumor	0.0
CPT0236870003	Normal	0.0
CPT0163720003	Normal	0.0
CPT0222180003	Tumor	0.0
CPT0094560004	Tumor	0.0
CPT0163860003	Normal	0.0
CPT0163170003	Normal	0.0
CPT0236620003	Tumor	0.0
CPT0245560003	Normal	0.0
CPT0199820003	Tumor	0.0
CPT0162940003	Tumor	0.0
CPT0195860003	Tumor	0.0
CPT0008520008	Tumor	0.0
CPT0024810003	Tumor	0.0
CPT0207870004	Tumor	0.0
CPT0013000004	Tumor	0.0
CPT0245410003	Normal	0.0
CPT0222360003	Tumor	0.0
CPT0013250003	Normal	0.0
CPT0094490004	Tumor	0.0
CPT0222200003	Normal	0.0
CPT0163740003	Tumor	0.0
CPT0088080003	Normal	-0.1
CPT0245300003	Tumor	-0.1
CPT0237500003	Normal	-0.1
CPT0242000004	Normal	-0.1
CPT0235470002	Normal	-0.1
CPT0250310003	Tumor	-0.1
CPT0226340003	Tumor	-0.1
CPT0245130003	Tumor	-0.1
CPT0237150003	Normal	-0.1
CPT0088060004	Tumor	-0.1
CPT0013210004	Tumor	-0.1
CPT0245450003	Tumor	-0.1
CPT0245010003	Tumor	-0.1
C3N-01859-04	Normal	-0.1
CPT0013460003	Normal	-0.1
CPT0226390003	Tumor	-0.1
CPT0177390003	Tumor	-0.1
CPT0194250003	Tumor	-0.1
CPT0169640003	Tumor	-0.1
CPT0169890003	Tumor	-0.2
CPT0190860003	Normal	-0.2
CPT0176770003	Tumor	-0.2
CPT0163650003	Tumor	-0.2
CPT0123190003	Normal	-0.2
CPT0088430003	Normal	-0.2
CPT0196040003	Tumor	-0.2
CPT0008630003	Tumor	-0.2
CPT0163800003	Normal	-0.2
CPT0201830004	Tumor	-0.2
CPT0256560003	Tumor	-0.2
CPT0177200003	Tumor	-0.3
CPT0246620003	Tumor	-0.3
CPT0177010003	Tumor	-0.3
CPT0235910003	Tumor	-0.3
CPT0248520003	Tumor	-0.3
CPT0246540003	Tumor	-0.3
CPT0199880003	Tumor	-0.4
CPT0184530003	Tumor	-0.4
CPT0094280004	Tumor	-0.4
CPT0245400003	Tumor	-0.4
CPT0194800003	Normal	-0.4
CPT0087990003	Tumor	-0.4
CPT0236640003	Normal	-0.4
CPT0244890004	Tumor	-0.5
CPT0123280003	Normal	-0.5
CPT0246590003	Tumor	-0.5
CPT0094420004	Tumor	-0.5
CPT0226030003	Tumor	-0.5
CPT0261520003	Tumor	-0.5
CPT0243140004	Normal	-0.5
CPT0163160003	Tumor	-0.5
CPT0013430003	Tumor	-0.5
CPT0177710003	Tumor	-0.5
CPT0245180003	Tumor	-0.5
CPT0199710003	Normal	-0.6
CPT0194260003	Normal	-0.6
CPT0241980004	Tumor	-0.6
CPT0245060004	Tumor	-0.6
CPT0236850004	Tumor	-0.6
CPT0008930003	Tumor	-0.6
CPT0245680003	Tumor	-0.6
CPT0163840003	Tumor	-0.7
CPT0245550003	Tumor	-0.7
CPT0163530003	Tumor	-0.7
CPT0088410003	Tumor	-0.7
CPT0163600003	Tumor	-0.7
CPT0245230004	Tumor	-0.7
CPT0169730003	Tumor	-0.8
CPT0194790003	Tumor	-1.0
CPT0163090003	Tumor	-1.0
CPT0084630009	Tumor	-1.0
CPT0245350003	Tumor	-1.0
CPT0190850003	Tumor	-1.1
CPT0163910003	Tumor	-1.4
CPT0226250004	Tumor	-1.5
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 HPA000497	Antibody CAB004439	Antibody CAB047331
Staining
High
Medium
Low
Not detected
Intensity
Strong
Moderate
Weak
Negative
Quantity
>75%
75%-25%
<25%
None
Location
Nuclear
Cytoplasmic/membranous
Cytoplasmic/membranous,nuclear
None
Squamous cell carcinoma, NOS Squamous cell carcinoma, metastatic, NOS
Squamous cell carcinoma, NOS
Carcinoma, NOS
Adenocarcinoma, NOS