Expression of B2M 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

B2M is not prognostic in Head and Neck Squamous Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 3093.87

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

4432.9

Number of samples

492

Samples

Sample	Description	pTPM
TCGA-H7-8501-01A	54 years, male, white, stage:Stage IVA, alive, 461 days	15862.5
TCGA-DQ-5630-01A	73 years, male, white, stage:'--, alive, 1030 days	13962.6
TCGA-CV-7090-01A	39 years, male, white, stage:Stage II, alive, 5252 days	12374.5
TCGA-CR-7386-01A	69 years, male, white, stage:Stage IVA, alive, 1430 days	11528.5
TCGA-D6-6515-01A	82 years, female, white, stage:Stage II, dead, 403 days	11458.5
TCGA-CV-A6JD-01A	82 years, female, white, stage:'--, dead, 182 days	11240.4
TCGA-CQ-5333-01A	74 years, male, white, stage:Stage II, dead, 341 days	10988.8
TCGA-HD-7229-01A	60 years, male, white, stage:Stage IVA, alive, 1027 days	10793.6
TCGA-UF-A7JT-01A	72 years, female, white, stage:Stage IVA, dead, 993 days	10755.4
TCGA-CV-7413-01A	74 years, female, white, stage:Stage II, dead, 294 days	10721.0
TCGA-BB-A6UM-01A	52 years, male, white, stage:Stage III, alive, 393 days	10646.6
TCGA-F7-A620-01A	47 years, male, white, stage:Stage III, alive, 543 days	10557.4
TCGA-CN-A49B-01A	71 years, male, white, stage:Stage III, alive, 904 days	10537.5
TCGA-MT-A67F-01A	60 years, female, white, stage:Stage IVA, alive, 384 days	10354.0
TCGA-UF-A7JJ-01A	68 years, male, stage:Stage IVA, alive, 549 days	10327.2
TCGA-CN-4736-01A	70 years, female, white, stage:'--, dead, 395 days	10076.5
TCGA-T2-A6WX-01A	73 years, female, white, stage:'--, dead, 209 days	9868.2
TCGA-CV-7415-01A	60 years, male, white, stage:Stage IVA, dead, 695 days	9860.0
TCGA-CV-7433-01A	49 years, male, white, stage:Stage IVA, dead, 601 days	9745.0
TCGA-CR-7376-01A	83 years, male, white, stage:Stage III, alive, 972 days	9715.8
TCGA-RS-A6TP-01A	58 years, male, white, stage:Stage II, alive, 516 days	9646.4
TCGA-CV-7100-01A	66 years, male, white, stage:Stage III, dead, 274 days	9571.4
TCGA-CV-6943-01A	74 years, male, white, stage:Stage III, dead, 602 days	9564.4
TCGA-CN-6013-01A	56 years, male, white, stage:Stage IVA, dead, 727 days	9534.8
TCGA-CV-6433-01A	57 years, male, white, stage:Stage II, alive, 641 days	9401.8
TCGA-BA-4074-01A	69 years, male, white, stage:Stage IVA, dead, 462 days	9201.7
TCGA-D6-6825-01A	73 years, male, white, stage:Stage I, alive, 491 days	9194.8
TCGA-CV-A461-01A	65 years, male, white, stage:'--, dead, 2064 days	9119.1
TCGA-QK-A652-01A	60 years, male, white, stage:Stage III, alive, 645 days	9073.9
TCGA-CQ-5325-01A	65 years, male, white, stage:Stage I, dead, 654 days	9004.3
TCGA-D6-A6EM-01A	65 years, female, white, stage:Stage III, alive, 232 days	8958.8
TCGA-CV-A464-01A	48 years, male, white, stage:Stage III, alive, 1722 days	8793.2
TCGA-QK-A64Z-01A	79 years, female, white, stage:Stage IVA, dead, 641 days	8791.2
TCGA-CQ-7068-01A	80 years, female, white, stage:Stage II, alive, 1309 days	8763.3
TCGA-CN-6995-01A	78 years, male, white, stage:Stage IVA, dead, 112 days	8684.1
TCGA-CV-5444-01A	64 years, male, black or african american, stage:Stage IVA, alive, 2437 days	8670.6
TCGA-P3-A5QE-01A	49 years, male, white, stage:Stage III, alive, 1559 days	8643.1
TCGA-DQ-5625-01A	52 years, female, white, stage:'--, dead, 1133 days	8614.7
TCGA-BA-6873-01A	28 years, male, white, stage:Stage IVA, alive, 122 days	8494.7
TCGA-CQ-6219-01A	50 years, female, white, stage:Stage IVA, dead, 479 days	8342.0
TCGA-CV-6934-01A	66 years, female, white, stage:Stage IVA, dead, 65 days	8324.5
TCGA-F7-A61S-01A	62 years, male, white, stage:Stage III, alive, 576 days	8310.8
TCGA-BA-A6DJ-01A	62 years, male, asian, stage:Stage IVA, dead, 407 days	8261.5
TCGA-CN-A6V3-01A	61 years, male, white, stage:Stage IVA, alive, 742 days	8177.1
TCGA-CV-7410-01A	61 years, male, white, stage:Stage III, dead, 6417 days	8135.0
TCGA-HL-7533-01A	65 years, male, white, stage:'--, alive, 1057 days	8031.2
TCGA-IQ-A61E-01A	55 years, female, white, stage:Stage III, alive, 1147 days	8026.5
TCGA-DQ-7592-01A	57 years, male, american indian or alaska native, stage:'--, alive, 1143 days	8006.0
TCGA-CN-A6V6-01A	59 years, male, white, stage:Stage IVA, alive, 635 days	7877.6
TCGA-BA-A4IH-01A	57 years, male, white, stage:'--, alive, 622 days	7810.2
TCGA-CQ-5329-01A	46 years, female, white, stage:Stage II, alive, 2143 days	7591.7
TCGA-BA-A6DB-01A	24 years, female, white, stage:Stage I, alive, 216 days	7538.9
TCGA-CN-4735-01A	52 years, male, white, stage:Stage IVA, alive, 1737 days	7484.3
TCGA-IQ-A61I-01A	63 years, male, black or african american, stage:Stage IVA, dead, 2 days	7472.9
TCGA-F7-A624-01A	73 years, male, white, stage:Stage II, alive, 378 days	7436.7
TCGA-BA-5152-01A	56 years, male, white, stage:Stage IVA, alive, 1288 days	7335.0
TCGA-D6-8569-01A	52 years, male, white, stage:Stage II, alive, 770 days	7333.9
TCGA-CV-5436-01A	65 years, male, stage:Stage IVA, dead, 584 days	7300.2
TCGA-CN-5361-01A	80 years, male, white, stage:Stage IVA, dead, 2120 days	7293.4
TCGA-CV-5979-01A	26 years, male, white, stage:Stage IVA, alive, 1315 days	7205.7
TCGA-D6-6824-01A	61 years, male, white, stage:Stage IVA, alive, 77 days	7128.7
TCGA-CV-6952-01A	65 years, female, white, stage:Stage IVA, dead, 185 days	7123.4
TCGA-IQ-7630-01A	49 years, male, white, stage:Stage II, alive, 485 days	7077.1
TCGA-CR-7382-01A	49 years, male, white, stage:Stage IVA, alive, 796 days	7058.4
TCGA-CN-6011-01A	57 years, male, white, stage:Stage IVA, alive, 933 days	7057.4
TCGA-CN-A499-01A	60 years, female, white, stage:Stage II, alive, 717 days	7038.8
TCGA-UF-A7JO-01A	79 years, female, white, stage:Stage IVA, dead, 631 days	7020.7
TCGA-CN-5363-01A	48 years, male, black or african american, stage:Stage IVB, dead, 253 days	6973.8
TCGA-CR-7377-01A	58 years, male, white, stage:Stage IVA, dead, 279 days	6972.6
TCGA-CQ-A4C6-01A	63 years, male, asian, stage:Stage II, alive, 1353 days	6944.7
TCGA-HD-A6HZ-01A	79 years, female, white, stage:Stage III, alive, 111 days	6894.9
TCGA-CV-6959-01A	48 years, male, white, stage:Stage III, dead, 256 days	6848.9
TCGA-CQ-7071-01A	76 years, female, white, stage:Stage III, alive, 1311 days	6797.4
TCGA-D6-A4Z9-01A	59 years, male, white, stage:Stage IVA, alive, 539 days	6760.8
TCGA-CV-7178-01A	64 years, female, white, stage:Stage IVA, dead, 2166 days	6758.1
TCGA-CV-5966-01A	63 years, female, white, stage:Stage IVA, dead, 545 days	6708.8
TCGA-P3-A5Q6-01A	49 years, male, white, stage:Stage IVA, dead, 480 days	6695.3
TCGA-QK-AA3J-01A	69 years, male, black or african american, stage:Stage I, alive, 466 days	6653.7
TCGA-CN-5373-01A	55 years, female, white, stage:Stage I, alive, 1584 days	6652.0
TCGA-CV-6939-01A	60 years, male, white, stage:Stage IVA, dead, 666 days	6650.2
TCGA-CV-A6JT-01A	65 years, male, white, stage:Stage II, alive, 852 days	6619.4
TCGA-HD-7753-01A	62 years, male, black or african american, stage:Stage I, alive, 866 days	6551.4
TCGA-CR-7395-01A	80 years, female, white, stage:Stage II, alive, 930 days	6538.4
TCGA-CN-A63T-01A	60 years, male, white, stage:Stage IVA, alive, 225 days	6527.3
TCGA-CV-7427-01A	73 years, female, white, stage:Stage II, dead, 4760 days	6496.3
TCGA-CR-7399-01A	60 years, female, white, stage:Stage IVA, alive, 181 days	6459.6
TCGA-CV-A45T-01A	64 years, female, white, stage:'--, dead, 4856 days	6450.2
TCGA-CQ-A4C7-01A	88 years, male, white, stage:Stage III, dead, 353 days	6431.0
TCGA-CV-A468-01A	42 years, male, stage:Stage IVA, dead, 464 days	6422.6
TCGA-CN-5370-01A	78 years, male, white, stage:Stage III, dead, 259 days	6405.2
TCGA-CQ-A4CB-01A	59 years, male, stage:Stage III, alive, 893 days	6375.5
TCGA-F7-A50G-01A	66 years, male, white, stage:Stage III, alive, 616 days	6374.3
TCGA-CV-6942-01A	73 years, female, white, stage:Stage II, alive, 4282 days	6360.8
TCGA-CN-5365-01A	38 years, male, white, stage:Stage IVB, dead, 351 days	6344.6
TCGA-UF-A7JK-01A	59 years, male, stage:Stage IVA, dead, 424 days	6344.2
TCGA-CQ-5334-01A	87 years, male, white, stage:Stage IVA, dead, 129 days	6329.3
TCGA-DQ-7591-01A	62 years, male, white, stage:'--, alive, 622 days	6323.3
TCGA-CQ-5331-01A	73 years, female, white, stage:'--, alive, 1399 days	6307.1
TCGA-KU-A6H7-01A	55 years, female, white, stage:Stage IVA, alive, 586 days	6281.2
TCGA-CV-7568-01A	48 years, female, white, stage:Stage IVA, dead, 927 days	6280.6
TCGA-CR-7373-01A	66 years, male, white, stage:Stage IVA, alive, 889 days	6255.4
TCGA-CV-6954-01A	59 years, male, black or african american, stage:Stage IVA, dead, 2002 days	6245.3
TCGA-CV-7235-01A	67 years, male, white, stage:Stage II, alive, 2347 days	6244.2
TCGA-QK-A6VC-01A	62 years, female, black or african american, stage:Stage IVA, alive, 600 days	6172.9
TCGA-CQ-A4CD-01A	69 years, male, white, stage:Stage IVA, alive, 1022 days	6166.6
TCGA-CR-7392-01A	67 years, female, white, stage:Stage IVA, alive, 1425 days	6161.6
TCGA-UF-A7JH-01A	59 years, male, black or african american, stage:Stage IVA, alive, 896 days	6129.2
TCGA-CN-6018-01A	85 years, female, white, stage:Stage IVA, dead, 580 days	6119.4
TCGA-CV-7255-01A	32 years, female, white, stage:Stage IVA, dead, 64 days	6072.1
TCGA-F7-8489-01A	48 years, male, white, stage:Stage II, alive, 658 days	6068.0
TCGA-F7-A50I-01A	72 years, male, white, stage:Stage IVA, alive, 92 days	6049.5
TCGA-CV-7254-01A	55 years, male, white, stage:Stage II, dead, 1459 days	6043.1
TCGA-CN-5369-01A	90 years, female, white, stage:Stage IVA, dead, 1 days	6022.4
TCGA-CV-A6JZ-01A	68 years, male, white, stage:Stage II, alive, 714 days	6007.2
TCGA-CV-5978-01A	53 years, female, black or african american, stage:Stage IVB, dead, 215 days	5996.4
TCGA-BA-5556-01A	58 years, female, white, stage:Stage II, alive, 725 days	5930.3
TCGA-CR-7389-01A	55 years, male, black or african american, stage:'--, alive, 392 days	5874.3
TCGA-CN-6996-01A	58 years, female, white, stage:Stage IVA, dead, 530 days	5858.2
TCGA-CR-7380-01A	58 years, male, white, stage:Stage IVB, dead, 606 days	5851.6
TCGA-CN-A498-01A	61 years, female, white, stage:Stage III, dead, 773 days	5793.1
TCGA-CR-6487-01A	50 years, male, white, stage:Stage I, alive, 234 days	5786.1
TCGA-BB-A6UO-01A	61 years, female, white, stage:Stage IVA, dead, 268 days	5779.9
TCGA-CQ-6224-01A	52 years, male, white, stage:Stage IVA, alive, 1721 days	5771.3
TCGA-H7-A6C4-01A	35 years, female, white, stage:Stage IVA, dead, 414 days	5738.0
TCGA-CV-6441-01A	60 years, male, white, stage:Stage III, dead, 292 days	5689.9
TCGA-CV-7091-01A	54 years, male, white, stage:Stage I, alive, 3381 days	5688.8
TCGA-CQ-6218-01A	52 years, female, white, stage:Stage IVA, alive, 1253 days	5624.2
TCGA-HD-7832-01A	52 years, male, white, stage:Stage IVA, alive, 836 days	5616.0
TCGA-CN-4734-01A	70 years, male, white, stage:Stage II, alive, 1690 days	5597.0
TCGA-CQ-6221-01A	79 years, male, white, stage:'--, alive, 1000 days	5576.6
TCGA-CV-7446-01A	66 years, male, white, stage:Stage IVA, dead, 1093 days	5571.3
TCGA-D6-8568-01A	62 years, male, white, stage:Stage II, alive, 759 days	5561.7
TCGA-CV-6950-01A	64 years, male, white, stage:Stage IVA, dead, 459 days	5560.9
TCGA-CR-7383-01A	79 years, female, white, stage:Stage I, dead, 521 days	5549.1
TCGA-QK-A6V9-01A	56 years, male, white, stage:Stage II, alive, 833 days	5547.7
TCGA-C9-A47Z-01A	72 years, female, asian, stage:Stage III, dead, 191 days	5546.0
TCGA-CR-6482-01A	62 years, male, black or african american, stage:'--, alive, 345 days	5545.6
TCGA-QK-AA3K-01A	60 years, male, black or african american, stage:Stage IVA, alive, 253 days	5526.9
TCGA-P3-A6T8-01A	54 years, male, white, stage:Stage IVA, alive, 400 days	5511.9
TCGA-UF-A7JV-01A	62 years, female, white, stage:Stage IVA, dead, 90 days	5491.3
TCGA-CR-6484-01A	67 years, female, asian, stage:Stage IVA, alive, 354 days	5465.9
TCGA-CR-6492-01A	78 years, male, white, stage:Stage III, alive, 479 days	5464.2
TCGA-CR-6478-01A	66 years, female, white, stage:'--, dead, 183 days	5446.9
TCGA-CR-7394-01A	70 years, male, white, stage:Stage IVA, alive, 1346 days	5446.0
TCGA-CV-7416-01A	29 years, female, white, stage:Stage IVA, dead, 763 days	5405.5
TCGA-D6-A6EN-01A	71 years, male, white, stage:Stage III, alive, 687 days	5387.6
TCGA-CV-7435-01A	57 years, female, white, stage:Stage IVA, dead, 4680 days	5368.5
TCGA-CQ-6222-01A	63 years, male, white, stage:Stage IVA, alive, 2016 days	5356.2
TCGA-CV-7428-01A	47 years, male, white, stage:Stage IVA, dead, 1671 days	5344.5
TCGA-CV-A6K2-01A	79 years, male, white, stage:Stage IVA, dead, 317 days	5342.5
TCGA-CN-4728-01A	56 years, male, white, stage:Stage IVA, alive, 1724 days	5334.3
TCGA-CV-7097-01A	53 years, male, white, stage:Stage II, dead, 385 days	5317.2
TCGA-IQ-A61J-01A	54 years, male, white, stage:Stage IVA, alive, 1021 days	5309.4
TCGA-CV-7252-01A	62 years, female, black or african american, stage:Stage IVA, dead, 151 days	5305.5
TCGA-CN-4738-01A	53 years, male, white, stage:Stage IVA, dead, 436 days	5302.7
TCGA-UP-A6WW-01A	58 years, male, white, stage:'--, alive, 518 days	5290.8
TCGA-MT-A51X-01A	30 years, male, white, stage:Stage IVA, alive, 242 days	5288.6
TCGA-CV-A45V-01A	87 years, female, white, stage:Stage IVA, dead, 32 days	5277.7
TCGA-CN-5366-01A	51 years, male, white, stage:Stage IVA, dead, 360 days	5225.3
TCGA-CV-A45Z-01A	75 years, male, white, stage:'--, dead, 1466 days	5223.1
TCGA-BA-6871-01A	75 years, male, white, stage:'--, dead, 108 days	5179.1
TCGA-IQ-A6SH-01A	55 years, male, black or african american, stage:Stage III, alive, 471 days	5179.0
TCGA-CV-6936-01A	68 years, male, white, stage:Stage IVA, dead, 166 days	5174.8
TCGA-CQ-5330-01A	69 years, female, white, stage:Stage IVA, alive, 1897 days	5152.1
TCGA-CV-A45R-01A	46 years, male, white, stage:Stage III, alive, 5480 days	5150.3
TCGA-P3-A6T7-01A	55 years, male, white, stage:Stage IVA, dead, 487 days	5145.4
TCGA-CR-6474-01A	51 years, male, white, stage:Stage IVA, dead, 564 days	5138.4
TCGA-IQ-A61G-01A	57 years, male, white, stage:Stage IVA, alive, 360 days	5096.9
TCGA-CN-4740-01A	79 years, female, white, stage:Stage IVA, dead, 839 days	5090.6
TCGA-P3-A5QA-01A	41 years, male, stage:Stage I, alive, 2182 days	5064.2
TCGA-CR-6477-01A	56 years, female, white, stage:'--, alive, 514 days	5011.1
TCGA-BA-6870-01A	60 years, female, black or african american, stage:'--, dead, 451 days	5007.5
TCGA-CQ-6223-01A	69 years, male, white, stage:Stage II, alive, 1428 days	4991.5
TCGA-P3-A5QF-01A	49 years, male, white, stage:Stage IVA, dead, 330 days	4953.2
TCGA-CQ-7069-01A	77 years, female, white, stage:Stage II, alive, 1274 days	4942.1
TCGA-CR-6471-01A	58 years, male, white, stage:Stage IVA, dead, 1202 days	4915.7
TCGA-WA-A7GZ-01A	58 years, male, white, stage:'--, dead, 625 days	4915.4
TCGA-CV-5977-01A	66 years, male, white, stage:Stage IVA, alive, 1840 days	4902.3
TCGA-CQ-7063-01A	59 years, female, white, stage:Stage I, alive, 2133 days	4901.9
TCGA-CV-7425-01A	77 years, female, white, stage:Stage III, dead, 1718 days	4898.2
TCGA-CN-5360-01A	68 years, male, white, stage:Stage IVA, alive, 2169 days	4888.7
TCGA-CR-6488-01A	68 years, female, white, stage:Stage II, alive, 379 days	4866.8
TCGA-CV-6003-01A	50 years, female, white, stage:Stage III, alive, 1665 days	4860.1
TCGA-CQ-6229-01A	61 years, male, white, stage:Stage II, alive, 1179 days	4853.2
TCGA-4P-AA8J-01A	66 years, male, black or african american, stage:Stage IVA, alive, 102 days	4829.0
TCGA-CV-7407-01A	67 years, female, white, stage:Stage II, dead, 1081 days	4821.6
TCGA-CR-7401-01A	64 years, male, white, stage:Stage I, alive, 1077 days	4821.2
TCGA-CV-A45Y-01A	61 years, male, american indian or alaska native, stage:Stage IVA, dead, 2703 days	4795.5
TCGA-P3-A6SW-01A	50 years, male, white, stage:Stage IVB, alive, 1120 days	4782.1
TCGA-CX-7085-01A	77 years, female, white, stage:Stage I, alive, 321 days	4763.5
TCGA-CV-7104-01A	61 years, female, white, stage:Stage IVA, dead, 393 days	4761.9
TCGA-DQ-5624-01A	43 years, female, white, stage:'--, alive, 1778 days	4757.2
TCGA-T2-A6X0-01A	49 years, male, white, stage:'--, alive, 216 days	4753.6
TCGA-CN-5359-01A	59 years, male, white, stage:Stage IVA, dead, 377 days	4743.7
TCGA-CV-5439-01A	62 years, male, white, stage:Stage IVA, dead, 546 days	4730.4
TCGA-HD-A4C1-01A	41 years, female, black or african american, stage:Stage IVA, alive, 11 days	4688.0
TCGA-P3-A5Q5-01A	54 years, male, white, stage:Stage IVA, alive, 910 days	4677.6
TCGA-CV-7236-01A	77 years, female, white, stage:Stage IVA, dead, 144 days	4677.2
TCGA-T3-A92M-01A	52 years, male, black or african american, stage:Stage IVA, alive, 417 days	4654.1
TCGA-CN-4726-01A	68 years, male, white, stage:Stage IVA, dead, 142 days	4632.0
TCGA-CQ-6220-01A	69 years, male, white, stage:Stage III, dead, 985 days	4599.2
TCGA-CN-A63U-01A	50 years, male, white, stage:Stage IVA, alive, 964 days	4590.7
TCGA-RS-A6TO-01A	82 years, female, white, stage:Stage IVA, dead, 387 days	4545.8
TCGA-CN-6020-01A	58 years, male, black or african american, stage:Stage III, dead, 205 days	4516.9
TCGA-CV-A6K1-01A	65 years, male, white, stage:Stage IVA, alive, 685 days	4509.1
TCGA-CR-6481-01A	47 years, male, white, stage:'--, alive, 311 days	4490.5
TCGA-BA-5559-01A	71 years, male, white, stage:'--, dead, 2083 days	4467.5
TCGA-BB-4224-01A	52 years, male, white, stage:Stage IVA, alive, 278 days	4463.3
TCGA-F7-A61W-01A	51 years, male, asian, stage:Stage IVA, alive, 14 days	4457.9
TCGA-BB-4225-01A	73 years, male, white, stage:'--, alive, 146 days	4434.8
TCGA-P3-A6T2-01A	45 years, male, white, stage:Stage IVA, alive, 2298 days	4432.8
TCGA-CN-5367-01A	60 years, female, white, stage:Stage IVA, dead, 352 days	4422.5
TCGA-TN-A7HL-01A	59 years, male, white, stage:Stage IVA, alive, 619 days	4419.9
TCGA-CR-7371-01A	45 years, female, white, stage:Stage III, dead, 94 days	4419.6
TCGA-D6-A74Q-01A	67 years, male, white, stage:Stage IVA, alive, 710 days	4404.7
TCGA-CV-7434-01A	64 years, male, white, stage:Stage IVA, dead, 218 days	4385.4
TCGA-MZ-A5BI-01A	53 years, male, white, stage:'--, dead, 217 days	4373.6
TCGA-CV-5434-01A	60 years, male, black or african american, stage:Stage IVA, dead, 3314 days	4363.5
TCGA-UF-A719-01A	54 years, male, stage:Stage II, alive, 1663 days	4363.0
TCGA-CN-4731-01A	63 years, female, white, stage:Stage IVA, dead, 998 days	4319.0
TCGA-CR-7368-01A	54 years, male, white, stage:Stage IVA, alive, 1245 days	4317.6
TCGA-WA-A7H4-01A	69 years, male, white, stage:Stage II, alive, 443 days	4300.3
TCGA-BA-5151-01A	72 years, male, white, stage:Stage IVA, alive, 722 days	4299.3
TCGA-CV-6938-01A	87 years, male, white, stage:Stage II, dead, 144 days	4293.8
TCGA-CN-6017-01A	55 years, male, white, stage:Stage IVA, dead, 853 days	4292.9
TCGA-CV-7263-01A	64 years, male, black or african american, stage:Stage II, dead, 560 days	4269.9
TCGA-D6-A6EK-01A	67 years, male, white, stage:Stage III, alive, 875 days	4260.9
TCGA-C9-A480-01A	45 years, female, asian, stage:Stage III, alive, 386 days	4235.8
TCGA-CR-7365-01A	60 years, male, white, stage:Stage IVA, alive, 1191 days	4228.0
TCGA-CQ-A4CG-01A	78 years, female, white, stage:Stage III, dead, 430 days	4227.8
TCGA-CN-4729-01A	73 years, male, white, stage:Stage III, alive, 392 days	4222.2
TCGA-CR-5249-01A	35 years, female, white, stage:Stage II, alive, 1152 days	4212.7
TCGA-CV-7422-01A	60 years, female, white, stage:Stage IVA, dead, 1037 days	4207.9
TCGA-F7-A50J-01A	67 years, female, white, stage:Stage III, alive, 947 days	4203.1
TCGA-D6-6826-01A	64 years, female, white, stage:Stage IVA, dead, 348 days	4198.3
TCGA-CX-7219-01A	47 years, male, black or african american, stage:Stage IVA, alive, 1045 days	4169.2
TCGA-BA-A6DD-01A	44 years, male, black or african american, stage:Stage IVA, dead, 173 days	4142.7
TCGA-H7-7774-01A	75 years, female, white, stage:Stage IVA, alive, 407 days	4086.7
TCGA-CR-6470-01A	38 years, male, white, stage:Stage II, alive, 1521 days	4064.1
TCGA-BB-8596-01A	69 years, female, white, stage:Stage IVA, alive, 2161 days	4055.9
TCGA-CV-7245-01A	62 years, male, white, stage:Stage IVA, alive, 797 days	4049.6
TCGA-F7-8298-01A	58 years, male, white, stage:Stage I, alive, 995 days	4044.1
TCGA-CN-6019-01A	61 years, male, white, stage:Stage IVA, alive, 1038 days	4040.3
TCGA-CV-5976-01A	50 years, male, white, stage:Stage IVA, alive, 1478 days	4033.2
TCGA-CV-6961-01A	61 years, male, white, stage:Stage II, dead, 76 days	4030.7
TCGA-CQ-5326-01A	67 years, male, white, stage:Stage IVA, dead, 89 days	4020.6
TCGA-F7-A623-01A	70 years, male, white, stage:Stage IVA, alive, 616 days	3999.3
TCGA-CN-6023-01A	73 years, male, white, stage:Stage IVA, alive, 1584 days	3979.5
TCGA-BA-5558-01A	65 years, male, white, stage:'--, alive, 1995 days	3977.3
TCGA-CV-A45U-01A	59 years, male, white, stage:Stage IVA, dead, 1079 days	3971.2
TCGA-MT-A51W-01A	52 years, female, white, stage:Stage I, alive, 437 days	3969.6
TCGA-P3-A6T6-01A	53 years, male, white, stage:Stage IVA, dead, 395 days	3968.1
TCGA-HD-7831-01A	74 years, male, white, stage:Stage IVA, alive, 667 days	3956.8
TCGA-HD-8634-01A	51 years, female, white, stage:Stage I, dead, 385 days	3948.7
TCGA-HD-A633-01A	74 years, male, white, stage:Stage IVA, alive, 421 days	3919.5
TCGA-CV-7418-01A	62 years, male, black or african american, stage:Stage IVA, dead, 789 days	3898.8
TCGA-MT-A67D-01A	55 years, male, white, stage:Stage II, alive, 56 days	3895.1
TCGA-T3-A92N-01A	79 years, male, black or african american, stage:Stage IVA, dead, 95 days	3862.6
TCGA-CN-5358-01A	60 years, male, white, stage:Stage II, dead, 261 days	3848.7
TCGA-BA-A6DG-01A	49 years, male, white, stage:'--, dead, 69 days	3837.9
TCGA-P3-A6T5-01A	79 years, female, white, stage:Stage IVA, dead, 882 days	3835.9
TCGA-CV-6955-01A	74 years, female, white, stage:Stage II, dead, 334 days	3818.6
TCGA-BB-4217-01A	68 years, male, black or african american, stage:Stage IVA, alive, 187 days	3815.4
TCGA-CN-A6UY-01A	57 years, male, white, stage:Stage IVA, alive, 713 days	3798.2
TCGA-CQ-5323-01A	82 years, male, white, stage:Stage I, alive, 1466 days	3796.4
TCGA-H7-A76A-01A	57 years, male, white, stage:'--, alive, 637 days	3793.3
TCGA-CN-4741-01A	75 years, male, white, stage:Stage IVA, alive, 2239 days	3738.2
TCGA-CQ-6227-01A	77 years, male, white, stage:Stage IVA, dead, 129 days	3714.0
TCGA-CN-5364-01A	55 years, male, white, stage:Stage IVA, dead, 493 days	3711.5
TCGA-F7-A622-01A	75 years, male, white, stage:Stage III, dead, 359 days	3703.5
TCGA-CQ-7065-01A	40 years, male, asian, stage:Stage II, alive, 1628 days	3699.3
TCGA-CV-A6JN-01A	53 years, male, white, stage:'--, alive, 906 days	3697.7
TCGA-CN-A642-01A	57 years, male, white, stage:Stage IVB, dead, 82 days	3690.4
TCGA-CV-7438-01A	87 years, female, white, stage:Stage I, dead, 194 days	3690.3
TCGA-CN-6989-01A	64 years, male, white, stage:Stage IVA, dead, 980 days	3689.1
TCGA-CN-6998-01A	53 years, male, white, stage:Stage IVA, dead, 357 days	3686.3
TCGA-BA-A6DE-01A	70 years, female, white, stage:Stage II, alive, 440 days	3685.4
TCGA-QK-A6IF-01A	61 years, male, white, stage:'--, alive, 704 days	3684.6
TCGA-CV-7102-01A	76 years, female, white, stage:Stage IVA, dead, 56 days	3678.5
TCGA-UF-A718-01A	62 years, male, white, stage:Stage IVA, alive, 1971 days	3670.2
TCGA-QK-A6IG-01A	69 years, male, white, stage:Stage III, dead, 222 days	3655.2
TCGA-CR-5248-01A	53 years, male, white, stage:'--, alive, 1663 days	3652.8
TCGA-UF-A7JA-01A	66 years, female, white, stage:Stage IVA, alive, 2265 days	3652.5
TCGA-CV-5971-01A	60 years, male, white, stage:Stage IVA, alive, 701 days	3638.4
TCGA-CV-5430-01A	61 years, male, white, stage:Stage IVA, alive, 4241 days	3623.3
TCGA-IQ-A61O-01A	43 years, male, white, stage:Stage IVA, dead, 421 days	3607.9
TCGA-BB-A5HY-01A	64 years, male, white, stage:Stage IVA, dead, 321 days	3586.5
TCGA-CN-5374-01A	56 years, female, white, stage:Stage IVA, dead, 1732 days	3582.8
TCGA-CV-7414-01A	78 years, male, white, stage:Stage IVA, dead, 14 days	3576.1
TCGA-CV-A45O-01A	57 years, male, white, stage:'--, alive, 851 days	3575.0
TCGA-CR-6493-01A	69 years, male, black or african american, stage:Stage IVA, dead, 282 days	3532.1
TCGA-QK-A8ZB-01A	68 years, male, black or african american, stage:Stage IVA, alive, 542 days	3531.8
TCGA-CV-5431-01A	73 years, male, white, stage:Stage IVA, dead, 522 days	3529.7
TCGA-CR-7393-01A	26 years, male, white, stage:Stage III, alive, 993 days	3512.3
TCGA-D6-A4ZB-01A	61 years, male, white, stage:Stage III, alive, 376 days	3502.3
TCGA-CN-4733-01A	61 years, male, white, stage:Stage III, alive, 1586 days	3492.7
TCGA-UF-A71B-01A	50 years, male, white, stage:Stage IVA, alive, 1506 days	3475.5
TCGA-CV-6941-01A	51 years, male, white, stage:Stage III, dead, 342 days	3465.7
TCGA-CV-7242-01A	60 years, female, white, stage:Stage II, alive, 1095 days	3463.4
TCGA-BA-A6DL-01A	59 years, male, white, stage:'--, alive, 623 days	3460.9
TCGA-CN-6016-01A	64 years, male, white, stage:Stage IVA, alive, 1443 days	3457.6
TCGA-CV-A463-01A	82 years, female, white, stage:Stage IVA, dead, 23 days	3446.6
TCGA-QK-A6II-01A	52 years, male, white, stage:Stage IVA, dead, 284 days	3433.8
TCGA-HD-8635-01A	61 years, female, white, stage:Stage III, alive, 695 days	3398.9
TCGA-CX-A4AQ-01A	56 years, male, white, stage:Stage IVA, alive, 1555 days	3391.4
TCGA-CN-6994-01A	67 years, male, white, stage:Stage IVA, alive, 1183 days	3390.5
TCGA-H7-8502-01A	50 years, male, white, stage:Stage IVA, alive, 458 days	3357.6
TCGA-CV-7099-01A	85 years, female, white, stage:Stage II, dead, 243 days	3346.2
TCGA-CV-A6JU-01A	61 years, female, white, stage:Stage IVB, alive, 110 days	3336.3
TCGA-HD-8224-01A	63 years, male, white, stage:Stage IVA, dead, 446 days	3332.7
TCGA-F7-A61V-01A	54 years, male, white, stage:Stage II, alive, 759 days	3326.7
TCGA-D6-6823-01A	50 years, male, white, stage:Stage II, alive, 701 days	3312.0
TCGA-BA-6872-01A	47 years, male, white, stage:'--, dead, 384 days	3297.1
TCGA-CN-6022-01A	49 years, male, white, stage:Stage IVA, dead, 281 days	3282.9
TCGA-UF-A7JC-01A	42 years, male, white, stage:Stage IVA, dead, 546 days	3277.0
TCGA-CV-7180-01A	34 years, male, white, stage:Stage II, dead, 327 days	3266.9
TCGA-CR-6467-01A	59 years, male, white, stage:Stage III, alive, 1777 days	3263.3
TCGA-CV-7089-01A	74 years, male, white, stage:Stage IVA, dead, 1972 days	3248.7
TCGA-CV-A45P-01A	82 years, female, white, stage:Stage I, alive, 639 days	3243.8
TCGA-CR-7391-01A	36 years, female, white, stage:Stage I, alive, 913 days	3236.0
TCGA-T2-A6X2-01A	82 years, male, white, stage:Stage III, alive, 987 days	3167.6
TCGA-DQ-5631-01A	52 years, male, white, stage:'--, dead, 548 days	3133.6
TCGA-D6-A6EQ-01A	57 years, male, white, stage:Stage IVA, alive, 368 days	3129.5
TCGA-CR-7397-01A	44 years, male, white, stage:Stage IVA, alive, 754 days	3123.7
TCGA-CV-7101-01A	80 years, male, white, stage:Stage II, dead, 160 days	3116.4
TCGA-P3-A6T3-01A	49 years, male, white, stage:Stage IVA, dead, 577 days	3106.6
TCGA-CR-7385-01A	42 years, male, white, stage:'--, alive, 997 days	3104.5
TCGA-CX-7082-01A	82 years, male, white, stage:Stage IVA, dead, 11 days	3094.4
TCGA-CV-A460-01A	72 years, male, white, stage:'--, dead, 1838 days	3093.9
TCGA-BA-5555-01A	54 years, male, black or african american, stage:Stage IVA, alive, 520 days	3087.0
TCGA-CQ-A4C9-01A	56 years, male, stage:Stage III, alive, 707 days	3072.1
TCGA-TN-A7HJ-01A	51 years, male, white, stage:Stage IVA, alive, 403 days	3066.8
TCGA-UF-A7J9-01A	75 years, male, white, stage:Stage IVA, alive, 1358 days	3064.5
TCGA-CV-7261-01A	57 years, male, white, stage:Stage IVA, alive, 1512 days	3047.4
TCGA-CV-7423-01A	65 years, male, white, stage:Stage II, dead, 3059 days	3046.9
TCGA-CV-7238-01A	69 years, female, white, stage:Stage II, alive, 2727 days	3043.9
TCGA-CR-6491-01A	60 years, male, black or african american, stage:Stage IVA, alive, 693 days	3035.8
TCGA-CQ-5324-01A	59 years, male, white, stage:Stage III, alive, 1593 days	3023.7
TCGA-CN-4742-01A	48 years, female, white, stage:Stage IVA, dead, 397 days	3007.6
TCGA-CN-4723-01A	67 years, male, white, stage:Stage IVA, alive, 1699 days	3005.1
TCGA-CQ-7072-01A	51 years, male, white, stage:Stage II, alive, 2359 days	2999.9
TCGA-BA-A4IF-01A	59 years, male, white, stage:'--, alive, 895 days	2991.0
TCGA-CR-7388-01A	70 years, female, white, stage:'--, dead, 823 days	2977.4
TCGA-BB-A5HU-01A	47 years, male, white, stage:Stage IVA, alive, 782 days	2963.3
TCGA-CV-7250-01A	64 years, male, white, stage:Stage IVA, dead, 2900 days	2962.1
TCGA-BA-5153-01A	51 years, male, white, stage:'--, dead, 1762 days	2953.2
TCGA-CV-7424-01A	67 years, male, asian, stage:Stage IVA, dead, 453 days	2918.9
TCGA-KU-A66S-01A	69 years, female, white, stage:Stage III, dead, 406 days	2896.9
TCGA-CV-A6JE-01A	78 years, male, white, stage:'--, alive, 1075 days	2886.3
TCGA-UF-A71D-01A	54 years, female, white, stage:Stage IVA, alive, 1461 days	2885.6
TCGA-D6-6516-01A	69 years, male, white, stage:Stage I, alive, 773 days	2863.9
TCGA-CV-A465-01A	24 years, male, white, stage:Stage III, dead, 215 days	2848.8
TCGA-CN-A63W-01A	48 years, female, white, stage:Stage IVA, dead, 377 days	2846.8
TCGA-IQ-A61H-01A	76 years, male, white, stage:Stage II, alive, 1138 days	2846.6
TCGA-CV-7432-01A	79 years, male, white, stage:Stage II, dead, 2570 days	2840.4
TCGA-CN-4737-01A	19 years, male, white, stage:Stage IVA, alive, 625 days	2825.5
TCGA-DQ-7588-01A	66 years, male, white, stage:'--, dead, 427 days	2816.3
TCGA-CV-7437-01A	77 years, male, stage:Stage II, dead, 506 days	2790.2
TCGA-BA-4078-01A	83 years, male, white, stage:'--, dead, 276 days	2786.3
TCGA-CR-7404-01A	53 years, male, white, stage:'--, alive, 1472 days	2782.5
TCGA-CN-4727-01A	56 years, male, white, stage:Stage IVA, alive, 1560 days	2780.6
TCGA-BB-4223-01A	48 years, male, white, stage:Stage IVA, alive, 3221 days	2775.4
TCGA-CN-6012-01A	66 years, male, white, stage:Stage IVA, alive, 1460 days	2774.2
TCGA-CR-7374-01A	67 years, female, white, stage:'--, alive, 30 days	2772.6
TCGA-QK-A6IH-01A	65 years, female, white, stage:Stage IVB, alive, 653 days	2750.6
TCGA-P3-A6T0-01A	47 years, female, white, stage:Stage IVA, alive, 578 days	2724.7
TCGA-CV-7095-01A	87 years, female, stage:Stage II, dead, 572 days	2702.6
TCGA-UF-A71E-01A	63 years, male, white, stage:Stage IVA, dead, 1504 days	2694.3
TCGA-HD-8314-01A	58 years, male, white, stage:Stage III, alive, 670 days	2688.7
TCGA-CR-7369-01A	59 years, male, white, stage:Stage IVA, dead, 1090 days	2683.2
TCGA-CR-5250-01A	71 years, male, white, stage:'--, alive, 799 days	2650.3
TCGA-CN-6010-01A	53 years, male, white, stage:Stage IVA, alive, 1523 days	2637.0
TCGA-CR-7370-01A	72 years, female, white, stage:'--, alive, 105 days	2628.7
TCGA-P3-A6T4-01A	54 years, male, white, stage:Stage IVA, dead, 62 days	2616.9
TCGA-IQ-7632-01A	68 years, female, white, stage:Stage IVA, alive, 441 days	2612.9
TCGA-BA-4076-01A	39 years, male, white, stage:'--, dead, 415 days	2588.6
TCGA-CV-A45W-01A	75 years, male, white, stage:Stage II, dead, 1398 days	2587.4
TCGA-CV-7440-01A	38 years, male, white, stage:Stage II, dead, 675 days	2587.3
TCGA-CV-5970-01A	59 years, male, white, stage:Stage IVA, dead, 406 days	2579.6
TCGA-CN-A497-01A	63 years, male, stage:Stage III, alive, 1065 days	2561.4
TCGA-CR-7379-01A	78 years, female, white, stage:Stage IVA, alive, 1036 days	2561.0
TCGA-CR-7367-01A	52 years, male, white, stage:Stage IVA, alive, 1440 days	2541.9
TCGA-HD-A6I0-01A	56 years, male, white, stage:Stage IVA, alive, 210 days	2522.0
TCGA-CQ-A4CE-01A	76 years, female, stage:Stage II, alive, 897 days	2516.1
TCGA-CV-7253-01A	58 years, male, black or african american, stage:Stage IVA, dead, 361 days	2509.6
TCGA-KU-A6H8-01A	41 years, male, white, stage:Stage IVA, dead, 327 days	2496.4
TCGA-BA-A4II-01A	46 years, male, white, stage:Stage II, alive, 918 days	2476.4
TCGA-KU-A66T-01A	53 years, female, white, stage:Stage IVA, alive, 552 days	2475.5
TCGA-CR-6473-01A	68 years, male, white, stage:'--, alive, 1125 days	2464.3
TCGA-CN-A49C-01A	67 years, male, white, stage:'--, alive, 645 days	2462.6
TCGA-BB-A5HZ-01A	65 years, male, white, stage:Stage IVA, alive, 827 days	2462.0
TCGA-CN-5355-01A	64 years, male, black or african american, stage:Stage IVA, alive, 1278 days	2454.0
TCGA-CR-7372-01A	45 years, male, white, stage:Stage I, alive, 759 days	2422.6
TCGA-CV-6937-01A	71 years, male, white, stage:Stage II, dead, 624 days	2407.5
TCGA-CR-5247-01A	48 years, male, black or african american, stage:'--, alive, 358 days	2357.4
TCGA-QK-A8Z8-01A	60 years, female, black or african american, stage:Stage IVC, dead, 171 days	2351.9
TCGA-CN-6992-01A	61 years, male, white, stage:Stage IVA, alive, 1066 days	2331.2
TCGA-CV-7429-01A	55 years, male, white, stage:Stage IVA, dead, 107 days	2325.4
TCGA-CQ-A4CI-01A	73 years, male, white, stage:Stage III, alive, 950 days	2309.8
TCGA-CR-7364-01A	66 years, male, white, stage:Stage III, alive, 1435 days	2306.2
TCGA-BA-6869-01A	62 years, male, white, stage:Stage III, alive, 644 days	2281.3
TCGA-CV-7421-01A	76 years, male, white, stage:Stage IVA, dead, 2 days	2274.7
TCGA-CV-6933-01A	53 years, male, white, stage:Stage III, dead, 2741 days	2269.5
TCGA-CV-6945-01A	41 years, male, white, stage:Stage IVA, dead, 366 days	2248.4
TCGA-CQ-A4CH-01A	58 years, male, asian, stage:Stage II, dead, 379 days	2221.3
TCGA-CR-7390-01A	67 years, male, white, stage:Stage IVA, alive, 1508 days	2199.4
TCGA-CV-7411-01A	64 years, female, white, stage:Stage IVA, dead, 2717 days	2195.8
TCGA-DQ-5629-01A	64 years, male, white, stage:'--, dead, 941 days	2194.5
TCGA-CQ-6228-01A	71 years, female, white, stage:Stage IVA, dead, 456 days	2188.0
TCGA-CV-6951-01A	57 years, male, white, stage:Stage IVA, dead, 915 days	2161.9
TCGA-MZ-A7D7-01A	51 years, male, white, stage:Stage IVA, alive, 547 days	2145.7
TCGA-D6-A6EO-01A	44 years, male, white, stage:Stage IVA, alive, 759 days	2145.1
TCGA-BB-4227-01A	66 years, male, white, stage:Stage IVA, alive, 134 days	2126.1
TCGA-D6-6517-01A	59 years, male, white, stage:Stage III, alive, 292 days	2122.2
TCGA-CV-5443-01A	63 years, male, black or african american, stage:Stage III, alive, 2784 days	2118.5
TCGA-CN-A49A-01A	60 years, male, white, stage:Stage IVB, dead, 526 days	2099.4
TCGA-UF-A7JF-01A	80 years, male, white, stage:Stage IVA, alive, 1686 days	2095.1
TCGA-CV-7248-01A	63 years, female, black or african american, stage:Stage IVA, dead, 521 days	2052.2
TCGA-P3-A6SX-01A	67 years, male, white, stage:Stage III, dead, 1430 days	2048.5
TCGA-CV-A45X-01A	47 years, male, white, stage:Stage IVA, dead, 198 days	2048.3
TCGA-CN-6997-01A	66 years, male, white, stage:Stage IVA, dead, 988 days	2025.2
TCGA-MT-A67A-01A	85 years, female, white, stage:Stage I, alive, 914 days	2021.7
TCGA-CX-7086-01A	53 years, male, black or african american, stage:Stage III, alive, 573 days	2015.5
TCGA-CV-7247-01A	55 years, male, white, stage:Stage III, dead, 577 days	2015.4
TCGA-MZ-A6I9-01A	68 years, male, white, stage:'--, dead, 489 days	1983.3
TCGA-BA-5557-01A	41 years, female, stage:Stage III, alive, 623 days	1975.9
TCGA-UF-A7JD-01A	71 years, male, stage:Stage IVA, dead, 739 days	1968.6
TCGA-CR-7398-01A	53 years, female, white, stage:Stage II, alive, 156 days	1945.8
TCGA-CQ-5327-01A	61 years, female, asian, stage:Stage IVA, alive, 1660 days	1933.8
TCGA-CN-A6V7-01A	40 years, male, white, stage:Stage IVA, alive, 594 days	1892.7
TCGA-BA-A8YP-01A	50 years, male, black or african american, stage:Stage IVB, alive, 499 days	1852.2
TCGA-CV-7103-01A	49 years, male, white, stage:Stage IVA, dead, 1591 days	1811.7
TCGA-CR-5243-01A	51 years, male, white, stage:'--, alive, 2562 days	1804.3
TCGA-CV-7430-01A	56 years, male, white, stage:Stage IVA, dead, 495 days	1748.8
TCGA-QK-A6IJ-01A	71 years, male, white, stage:Stage III, alive, 387 days	1707.7
TCGA-CN-4739-01A	71 years, male, white, stage:Stage IVA, dead, 1394 days	1651.0
TCGA-CN-4725-01A	60 years, male, white, stage:Stage II, alive, 1157 days	1643.9
TCGA-BB-4228-01A	50 years, male, white, stage:Stage III, alive, 559 days	1626.7
TCGA-BA-A6DI-01A	62 years, male, black or african american, stage:'--, dead, 336 days	1598.1
TCGA-BA-A6DA-01A	41 years, female, white, stage:Stage IVA, alive, 351 days	1585.2
TCGA-QK-A8ZA-01A	60 years, male, black or african american, stage:'--, dead, 371 days	1556.4
TCGA-HD-7754-01A	69 years, male, white, stage:Stage IVA, alive, 783 days	1534.5
TCGA-CN-4730-01A	62 years, male, white, stage:Stage IVA, alive, 817 days	1533.3
TCGA-CV-7177-01A	82 years, female, white, stage:Stage II, dead, 663 days	1532.3
TCGA-CV-5435-01A	57 years, male, white, stage:Stage IVA, dead, 2319 days	1532.1
TCGA-CV-7183-01A	53 years, male, white, stage:Stage II, alive, 3981 days	1525.3
TCGA-BA-A4IG-01A	77 years, male, white, stage:'--, alive, 855 days	1521.8
TCGA-MT-A7BN-01A	74 years, male, white, stage:Stage IVA, alive, 469 days	1507.8
TCGA-F7-7848-01A	47 years, male, white, stage:Stage IVA, alive, 1131 days	1491.2
TCGA-CV-5440-01A	52 years, male, white, stage:Stage IVA, alive, 3270 days	1483.7
TCGA-CV-5441-01A	58 years, male, white, stage:Stage IVA, alive, 2886 days	1480.2
TCGA-CR-7402-01A	68 years, male, white, stage:'--, alive, 911 days	1453.8
TCGA-CN-5356-01A	56 years, male, white, stage:Stage III, alive, 1409 days	1437.2
TCGA-BA-4075-01A	49 years, male, black or african american, stage:Stage III, dead, 283 days	1419.8
TCGA-CV-5432-01A	68 years, male, white, stage:Stage III, alive, 3930 days	1403.6
TCGA-CV-6436-01A	62 years, male, white, stage:Stage IVA, alive, 1899 days	1382.3
TCGA-CV-A6JY-01A	69 years, male, white, stage:Stage IVA, alive, 646 days	1371.5
TCGA-QK-A8Z7-01A	59 years, male, black or african american, stage:Stage IVA, alive, 392 days	1316.6
TCGA-T2-A6WZ-01A	53 years, male, white, stage:'--, dead, 484 days	1292.6
TCGA-D6-6827-01A	55 years, female, white, stage:Stage I, alive, 568 days	1259.3
TCGA-CR-6472-01A	59 years, male, white, stage:'--, alive, 1050 days	1234.4
TCGA-QK-A6VB-01A	66 years, male, white, stage:Stage IVA, alive, 641 days	1208.5
TCGA-CR-6480-01A	53 years, male, white, stage:'--, alive, 362 days	1168.7
TCGA-CV-7406-01A	49 years, male, white, stage:Stage II, dead, 1748 days	1143.8
TCGA-CN-A63V-01A	59 years, male, white, stage:Stage IVA, alive, 679 days	1138.6
TCGA-CQ-6225-01A	65 years, male, white, stage:Stage III, dead, 403 days	1134.6
TCGA-IQ-A6SG-01A	61 years, female, white, stage:Stage III, alive, 579 days	1118.3
TCGA-CN-A641-01A	47 years, male, white, stage:Stage IVA, alive, 367 days	1094.6
TCGA-CV-6935-01A	67 years, male, white, stage:Stage IVA, dead, 295 days	1088.2
TCGA-CQ-5332-01A	87 years, male, white, stage:Stage III, dead, 317 days	1070.6
TCGA-CV-6940-01A	80 years, female, white, stage:Stage III, dead, 804 days	1042.5
TCGA-CV-6948-01A	79 years, female, white, stage:Stage IVB, dead, 1289 days	1035.0
TCGA-CN-6988-01A	47 years, male, white, stage:Stage IVA, alive, 318 days	1028.9
TCGA-CV-6960-01A	49 years, male, black or african american, stage:Stage III, dead, 862 days	997.4
TCGA-HD-A634-01A	56 years, male, white, stage:Stage IVA, dead, 130 days	993.6
TCGA-TN-A7HI-01A	56 years, male, white, stage:Stage IVA, alive, 412 days	953.2
TCGA-D6-A6ES-01A	50 years, male, white, stage:Stage IVA, alive, 389 days	932.6
TCGA-UF-A71A-01A	67 years, male, white, stage:Stage IVA, dead, 86 days	841.8
TCGA-CN-6024-01A	66 years, male, white, stage:Stage IVA, dead, 337 days	779.1
TCGA-CV-6953-01A	80 years, female, white, stage:Stage III, dead, 1641 days	778.5
TCGA-CN-6021-01A	63 years, female, white, stage:'--, dead, 276 days	744.0
TCGA-IQ-7631-01A	60 years, female, white, stage:Stage II, alive, 1172 days	727.9
TCGA-CN-4722-01A	61 years, female, white, stage:Stage II, alive, 1483 days	706.3
TCGA-BA-7269-01A	61 years, male, white, stage:Stage III, alive, 1273 days	632.9
TCGA-CV-6962-01A	65 years, male, white, stage:Stage IVA, dead, 126 days	536.4
TCGA-BB-8601-01A	84 years, male, black or african american, stage:Stage III, alive, 624 days	497.7
TCGA-BA-A6D8-01A	59 years, male, black or african american, stage:Stage IVA, alive, 850 days	493.2
TCGA-CV-A45Q-01A	69 years, female, white, stage:'--, dead, 5152 days	451.7
TCGA-CV-A6JM-01A	85 years, male, white, stage:'--, dead, 194 days	357.8
TCGA-UF-A7JS-01A	59 years, male, white, stage:Stage IVA, dead, 680 days	328.9
TCGA-D6-A6EP-01A	62 years, male, white, stage:Stage III, alive, 424 days	303.7
TCGA-CV-5442-01A	76 years, female, white, stage:Stage IVA, alive, 2327 days	232.5
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HEAD AND NECK SQUAMOUS CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

183

Samples

Sample ID	Sample type	nRPX
CPT0013210004	Tumor	1.2
CPT0088410003	Tumor	1.2
CPT0177010003	Tumor	1.1
CPT0008630003	Tumor	1.0
CPT0163600003	Tumor	1.0
CPT0246620003	Tumor	0.8
CPT0237620004	Tumor	0.8
CPT0024810003	Tumor	0.8
CPT0087820003	Tumor	0.8
CPT0011130005	Tumor	0.7
CPT0163790003	Tumor	0.7
CPT0236850004	Tumor	0.7
CPT0184530003	Tumor	0.7
CPT0094280004	Tumor	0.7
CPT0244890004	Tumor	0.6
CPT0163740003	Tumor	0.6
CPT0226250004	Tumor	0.6
CPT0163720003	Normal	0.6
CPT0095040003	Tumor	0.6
CPT0245180003	Tumor	0.5
CPT0245500003	Tumor	0.5
CPT0163240003	Tumor	0.5
CPT0177390003	Tumor	0.4
CPT0245300003	Tumor	0.4
CPT0163090003	Tumor	0.4
CPT0261520003	Tumor	0.4
CPT0241980004	Tumor	0.3
CPT0245400003	Tumor	0.3
CPT0207870004	Tumor	0.3
CPT0201830004	Tumor	0.3
CPT0088060004	Tumor	0.3
CPT0196210003	Tumor	0.3
CPT0245230004	Tumor	0.3
CPT0194960003	Tumor	0.3
CPT0169640003	Tumor	0.3
CPT0177200003	Tumor	0.3
CPT0244940004	Tumor	0.2
CPT0226440003	Tumor	0.2
CPT0094420004	Tumor	0.2
CPT0194800003	Normal	0.2
CPT0176770003	Tumor	0.2
CPT0245450003	Tumor	0.1
CPT0163480003	Tumor	0.1
C3N-04275-05	Normal	0.1
CPT0163800003	Normal	0.0
CPT0163910003	Tumor	0.0
CPT0226030003	Tumor	0.0
CPT0087990003	Tumor	0.0
CPT0013430003	Tumor	0.0
CPT0196040003	Tumor	0.0
CPT0245730003	Tumor	0.0
CPT0223450003	Tumor	0.0
CPT0094560004	Tumor	-0.1
CPT0194420003	Tumor	-0.1
CPT0163840003	Tumor	-0.1
CPT0226390003	Tumor	-0.1
CPT0169730003	Tumor	-0.1
CPT0235460003	Tumor	-0.1
CPT0245130003	Tumor	-0.1
CPT0236620003	Tumor	-0.1
CPT0237150003	Normal	-0.1
CPT0013250003	Normal	-0.1
CPT0237480004	Tumor	-0.1
CPT0163650003	Tumor	-0.1
CPT0245140003	Normal	-0.1
CPT0013130003	Tumor	-0.1
CPT0163340003	Tumor	-0.1
CPT0236870003	Normal	-0.2
CPT0235910003	Tumor	-0.2
CPT0246590003	Tumor	-0.2
CPT0177710003	Tumor	-0.2
CPT0222360003	Tumor	-0.2
CPT0162890003	Tumor	-0.3
CPT0199880003	Tumor	-0.3
CPT0281470002	Normal	-0.3
CPT0226130003	Tumor	-0.3
CPT0245410003	Normal	-0.3
CPT0245350003	Tumor	-0.3
CPT0246540003	Tumor	-0.3
CPT0223970003	Tumor	-0.3
CPT0123180003	Tumor	-0.3
CPT0194790003	Tumor	-0.3
C3N-04276-06	Normal	-0.3
CPT0163170003	Normal	-0.3
CPT0199710003	Normal	-0.3
CPT0243140004	Normal	-0.3
CPT0245020003	Normal	-0.3
CPT0237130004	Tumor	-0.3
CPT0199700003	Tumor	-0.4
CPT0248330003	Tumor	-0.4
CPT0195860003	Tumor	-0.4
CPT0013030003	Normal	-0.4
CPT0243090003	Tumor	-0.4
CPT0245630003	Tumor	-0.4
CPT0013000004	Tumor	-0.4
CPT0223460003	Normal	-0.5
CPT0084630009	Tumor	-0.5
CPT0163430003	Normal	-0.5
CPT0169890003	Tumor	-0.5
CPT0169920003	Normal	-0.5
CPT0013460003	Normal	-0.5
CPT0222180003	Tumor	-0.5
CPT0123260003	Tumor	-0.5
CPT0237500003	Normal	-0.5
CPT0226400003	Normal	-0.5
C3N-04279-05	Normal	-0.5
CPT0235470002	Normal	-0.5
C3N-01620-05	Normal	-0.5
CPT0163530003	Tumor	-0.5
CPT0245010003	Tumor	-0.5
CPT0123190003	Normal	-0.6
CPT0226450003	Normal	-0.6
CPT0220610003	Tumor	-0.6
CPT0245550003	Tumor	-0.6
CPT0162940003	Tumor	-0.6
C3N-01758-04	Normal	-0.6
CPT0245460003	Normal	-0.6
CPT0008960003	Normal	-0.6
CPT0163410003	Tumor	-0.6
CPT0011320003	Normal	-0.6
CPT0163160003	Tumor	-0.6
CPT0088080003	Normal	-0.7
CPT0088010003	Normal	-0.7
CPT0248520003	Tumor	-0.7
CPT0237640003	Normal	-0.7
CPT0245680003	Tumor	-0.7
CPT0242000004	Normal	-0.7
CPT0245600003	Tumor	-0.7
CPT0190850003	Tumor	-0.7
CPT0226090003	Normal	-0.7
CPT0177220003	Normal	-0.7
C3N-01859-04	Normal	-0.7
C3N-00295-05	Normal	-0.7
CPT0011290003	Tumor	-0.8
CPT0256560003	Tumor	-0.8
C3N-02693-06	Normal	-0.8
CPT0162990004	Tumor	-0.8
CPT0226270003	Normal	-0.8
CPT0248350003	Normal	-0.8
CPT0084650004	Normal	-0.8
CPT0094490004	Tumor	-0.8
CPT0235920003	Normal	-0.8
CPT0250310003	Tumor	-0.8
CPT0008520008	Tumor	-0.8
CPT0220620003	Normal	-0.8
CPT0008930003	Tumor	-0.8
CPT0127050003	Tumor	-0.8
CPT0246670003	Tumor	-0.9
CPT0163490003	Normal	-0.9
CPT0236640003	Normal	-0.9
CPT0094580003	Normal	-0.9
CPT0190860003	Normal	-0.9
CPT0163020003	Normal	-1.0
CPT0199830003	Normal	-1.0
CPT0226340003	Tumor	-1.0
CPT0194260003	Normal	-1.0
CPT0195880003	Normal	-1.0
CPT0201860004	Normal	-1.0
CPT0245060004	Tumor	-1.0
CPT0163860003	Normal	-1.1
CPT0163610003	Normal	-1.1
CPT0196060003	Normal	-1.1
CPT0094350004	Tumor	-1.1
CPT0226350003	Normal	-1.1
CPT0222200003	Normal	-1.1
CPT0088430003	Normal	-1.1
C3N-00857-05	Normal	-1.1
CPT0199820003	Tumor	-1.1
CPT0245560003	Normal	-1.2
CPT0278700002	Normal	-1.2
CPT0229220002	Normal	-1.2
CPT0199890003	Normal	-1.2
CPT0194250003	Tumor	-1.2
CPT0163250003	Normal	-1.3
CPT0123280003	Normal	-1.3
CPT0195700003	Normal	-1.3
CPT0245190003	Normal	-1.4
CPT0195680003	Tumor	-1.4
CPT0169740004	Normal	-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 HPA006361	Antibody CAB002572
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 Adenoma, NOS
Adenocarcinoma, NOS
Squamous cell carcinoma, NOS Squamous cell carcinoma, metastatic, NOS