Expression of MMP7 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

MMP7 is not prognostic in Head and Neck Squamous Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 21.2

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

57.4

Number of samples

492

Samples

Sample	Description	TPM
TCGA-CV-7235-01A	0 years, male, white, stage:Stage II, alive, 2347 days	1019.2
TCGA-CV-5978-01A	0 years, female, black or african american, stage:Stage IVB, dead, 215 days	717.0
TCGA-CR-7399-01A	0 years, female, white, stage:Stage IVA, alive, 181 days	709.1
TCGA-CN-6019-01A	0 years, male, white, stage:Stage IVA, alive, 1038 days	666.8
TCGA-CV-5979-01A	0 years, male, white, stage:Stage IVA, alive, 1315 days	631.2
TCGA-D6-6824-01A	0 years, male, white, stage:Stage IVA, alive, 77 days	506.3
TCGA-CV-7104-01A	0 years, female, white, stage:Stage IVA, dead, 393 days	460.3
TCGA-UP-A6WW-01A	0 years, male, white, stage:'--, alive, 518 days	425.3
TCGA-CV-A460-01A	0 years, male, white, stage:'--, dead, 1838 days	398.1
TCGA-CN-A498-01A	0 years, female, white, stage:Stage III, dead, 773 days	380.9
TCGA-CV-5431-01A	0 years, male, white, stage:Stage IVA, dead, 522 days	355.8
TCGA-DQ-5630-01A	0 years, male, white, stage:'--, alive, 1030 days	345.5
TCGA-CV-7247-01A	0 years, male, white, stage:Stage III, dead, 577 days	307.2
TCGA-UF-A718-01A	0 years, male, white, stage:Stage IVA, alive, 1971 days	299.0
TCGA-CV-A45Y-01A	0 years, male, american indian or alaska native, stage:Stage IVA, dead, 2703 days	294.9
TCGA-QK-A6IF-01A	0 years, male, white, stage:'--, alive, 704 days	281.1
TCGA-CV-7438-01A	0 years, female, white, stage:Stage I, dead, 194 days	278.3
TCGA-BA-5557-01A	0 years, female, stage:Stage III, alive, 623 days	274.8
TCGA-CN-5361-01A	0 years, male, white, stage:Stage IVA, dead, 2120 days	271.6
TCGA-CV-5434-01A	0 years, male, black or african american, stage:Stage IVA, dead, 3314 days	267.0
TCGA-BB-8596-01A	0 years, female, white, stage:Stage IVA, alive, 2161 days	263.3
TCGA-D6-6827-01A	0 years, female, white, stage:Stage I, alive, 568 days	263.3
TCGA-T3-A92M-01A	0 years, male, black or african american, stage:Stage IVA, alive, 417 days	246.2
TCGA-HD-A6HZ-01A	0 years, female, white, stage:Stage III, alive, 111 days	236.2
TCGA-F7-A50I-01A	0 years, male, white, stage:Stage IVA, alive, 92 days	234.8
TCGA-CV-7099-01A	0 years, female, white, stage:Stage II, dead, 243 days	231.9
TCGA-CN-5367-01A	0 years, female, white, stage:Stage IVA, dead, 352 days	216.4
TCGA-CQ-6219-01A	0 years, female, white, stage:Stage IVA, dead, 479 days	215.2
TCGA-CN-4728-01A	0 years, male, white, stage:Stage IVA, alive, 1724 days	215.1
TCGA-BA-A6DG-01A	0 years, male, white, stage:'--, dead, 69 days	215.0
TCGA-4P-AA8J-01A	0 years, male, black or african american, stage:Stage IVA, alive, 102 days	211.8
TCGA-CV-7254-01A	0 years, male, white, stage:Stage II, dead, 1459 days	205.5
TCGA-IQ-A61O-01A	0 years, male, white, stage:Stage IVA, dead, 421 days	201.1
TCGA-CN-4738-01A	0 years, male, white, stage:Stage IVA, dead, 436 days	199.0
TCGA-CV-6960-01A	0 years, male, black or african american, stage:Stage III, dead, 862 days	195.7
TCGA-WA-A7H4-01A	0 years, male, white, stage:Stage II, alive, 443 days	195.0
TCGA-IQ-A61I-01A	0 years, male, black or african american, stage:Stage IVA, dead, 2 days	192.8
TCGA-CV-6933-01A	0 years, male, white, stage:Stage III, dead, 2741 days	185.2
TCGA-CQ-A4CB-01A	0 years, male, stage:Stage III, alive, 893 days	181.9
TCGA-CV-6954-01A	0 years, male, black or african american, stage:Stage IVA, dead, 2002 days	181.2
TCGA-CN-6989-01A	0 years, male, white, stage:Stage IVA, dead, 980 days	179.0
TCGA-UF-A7JV-01A	0 years, female, white, stage:Stage IVA, dead, 90 days	178.0
TCGA-CV-6950-01A	0 years, male, white, stage:Stage IVA, dead, 459 days	174.2
TCGA-KU-A66T-01A	0 years, female, white, stage:Stage IVA, alive, 552 days	172.1
TCGA-CV-A6JZ-01A	0 years, male, white, stage:Stage II, alive, 714 days	171.3
TCGA-D6-6826-01A	0 years, female, white, stage:Stage IVA, dead, 348 days	169.8
TCGA-F7-8298-01A	0 years, male, white, stage:Stage I, alive, 995 days	169.7
TCGA-HD-8314-01A	0 years, male, white, stage:Stage III, alive, 670 days	169.4
TCGA-UF-A7JO-01A	0 years, female, white, stage:Stage IVA, dead, 631 days	169.1
TCGA-CN-6994-01A	0 years, male, white, stage:Stage IVA, alive, 1183 days	167.0
TCGA-CV-7437-01A	0 years, male, stage:Stage II, dead, 506 days	164.0
TCGA-CN-6020-01A	0 years, male, black or african american, stage:Stage III, dead, 205 days	156.0
TCGA-CV-5444-01A	0 years, male, black or african american, stage:Stage IVA, alive, 2437 days	154.3
TCGA-QK-A64Z-01A	0 years, female, white, stage:Stage IVA, dead, 641 days	153.9
TCGA-CN-6022-01A	0 years, male, white, stage:Stage IVA, dead, 281 days	151.7
TCGA-D6-6515-01A	0 years, female, white, stage:Stage II, dead, 403 days	148.2
TCGA-CN-4736-01A	0 years, female, white, stage:'--, dead, 395 days	141.8
TCGA-CV-5430-01A	0 years, male, white, stage:Stage IVA, alive, 4241 days	135.0
TCGA-CN-4735-01A	0 years, male, white, stage:Stage IVA, alive, 1737 days	132.7
TCGA-UF-A7JA-01A	0 years, female, white, stage:Stage IVA, alive, 2265 days	132.2
TCGA-CQ-A4CG-01A	0 years, female, white, stage:Stage III, dead, 430 days	132.0
TCGA-CV-7413-01A	0 years, female, white, stage:Stage II, dead, 294 days	129.8
TCGA-CV-7435-01A	0 years, female, white, stage:Stage IVA, dead, 4680 days	129.4
TCGA-CV-7421-01A	0 years, male, white, stage:Stage IVA, dead, 2 days	123.1
TCGA-CV-7407-01A	0 years, female, white, stage:Stage II, dead, 1081 days	122.3
TCGA-CR-7376-01A	0 years, male, white, stage:Stage III, alive, 972 days	121.2
TCGA-CV-7177-01A	0 years, female, white, stage:Stage II, dead, 663 days	121.0
TCGA-CQ-7068-01A	0 years, female, white, stage:Stage II, alive, 1309 days	120.3
TCGA-CV-6937-01A	0 years, male, white, stage:Stage II, dead, 624 days	116.4
TCGA-CQ-7072-01A	0 years, male, white, stage:Stage II, alive, 2359 days	114.2
TCGA-H7-A76A-01A	0 years, male, white, stage:'--, alive, 637 days	111.4
TCGA-CQ-6218-01A	0 years, female, white, stage:Stage IVA, alive, 1253 days	111.3
TCGA-CQ-5329-01A	0 years, female, white, stage:Stage II, alive, 2143 days	107.4
TCGA-CV-6934-01A	0 years, female, white, stage:Stage IVA, dead, 65 days	106.6
TCGA-CR-6488-01A	0 years, female, white, stage:Stage II, alive, 379 days	103.7
TCGA-UF-A7JJ-01A	0 years, male, stage:Stage IVA, alive, 549 days	103.1
TCGA-CV-5976-01A	0 years, male, white, stage:Stage IVA, alive, 1478 days	101.2
TCGA-QK-A8ZB-01A	0 years, male, black or african american, stage:Stage IVA, alive, 542 days	98.1
TCGA-CN-4731-01A	0 years, female, white, stage:Stage IVA, dead, 998 days	97.3
TCGA-IQ-A6SG-01A	0 years, female, white, stage:Stage III, alive, 579 days	96.2
TCGA-CV-7261-01A	0 years, male, white, stage:Stage IVA, alive, 1512 days	95.8
TCGA-QK-A6IG-01A	0 years, male, white, stage:Stage III, dead, 222 days	95.5
TCGA-CN-6992-01A	0 years, male, white, stage:Stage IVA, alive, 1066 days	95.4
TCGA-CR-6492-01A	0 years, male, white, stage:Stage III, alive, 479 days	94.0
TCGA-CV-A6K2-01A	0 years, male, white, stage:Stage IVA, dead, 317 days	93.3
TCGA-CQ-5333-01A	0 years, male, white, stage:Stage II, dead, 341 days	89.6
TCGA-RS-A6TO-01A	0 years, female, white, stage:Stage IVA, dead, 387 days	87.3
TCGA-CR-6474-01A	0 years, male, white, stage:Stage IVA, dead, 564 days	82.9
TCGA-CR-5250-01A	0 years, male, white, stage:'--, alive, 799 days	82.8
TCGA-CV-A45R-01A	0 years, male, white, stage:Stage III, alive, 5480 days	82.0
TCGA-CQ-5330-01A	0 years, female, white, stage:Stage IVA, alive, 1897 days	81.1
TCGA-CN-5373-01A	0 years, female, white, stage:Stage I, alive, 1584 days	80.0
TCGA-CV-7446-01A	0 years, male, white, stage:Stage IVA, dead, 1093 days	80.0
TCGA-UF-A7JF-01A	0 years, male, white, stage:Stage IVA, alive, 1686 days	79.9
TCGA-CN-6010-01A	0 years, male, white, stage:Stage IVA, alive, 1523 days	77.7
TCGA-P3-A6T5-01A	0 years, female, white, stage:Stage IVA, dead, 882 days	76.4
TCGA-CQ-7063-01A	0 years, female, white, stage:Stage I, alive, 2133 days	75.1
TCGA-CN-5360-01A	0 years, male, white, stage:Stage IVA, alive, 2169 days	74.6
TCGA-CR-6477-01A	0 years, female, white, stage:'--, alive, 514 days	73.8
TCGA-CV-5432-01A	0 years, male, white, stage:Stage III, alive, 3930 days	73.6
TCGA-CV-5443-01A	0 years, male, black or african american, stage:Stage III, alive, 2784 days	73.2
TCGA-CV-7238-01A	0 years, female, white, stage:Stage II, alive, 2727 days	72.9
TCGA-CN-4723-01A	0 years, male, white, stage:Stage IVA, alive, 1699 days	72.6
TCGA-CQ-6222-01A	0 years, male, white, stage:Stage IVA, alive, 2016 days	72.4
TCGA-BA-4075-01A	0 years, male, black or african american, stage:Stage III, dead, 283 days	71.2
TCGA-CV-7252-01A	0 years, female, black or african american, stage:Stage IVA, dead, 151 days	71.0
TCGA-CV-7415-01A	0 years, male, white, stage:Stage IVA, dead, 695 days	68.9
TCGA-CV-7236-01A	0 years, female, white, stage:Stage IVA, dead, 144 days	68.8
TCGA-CN-6018-01A	0 years, female, white, stage:Stage IVA, dead, 580 days	68.0
TCGA-UF-A71A-01A	0 years, male, white, stage:Stage IVA, dead, 86 days	66.7
TCGA-CN-4740-01A	0 years, female, white, stage:Stage IVA, dead, 839 days	65.8
TCGA-CN-5370-01A	0 years, male, white, stage:Stage III, dead, 259 days	65.6
TCGA-CR-7383-01A	0 years, female, white, stage:Stage I, dead, 521 days	64.8
TCGA-CV-A45Z-01A	0 years, male, white, stage:'--, dead, 1466 days	64.2
TCGA-CX-A4AQ-01A	0 years, male, white, stage:Stage IVA, alive, 1555 days	63.9
TCGA-CR-7386-01A	0 years, male, white, stage:Stage IVA, alive, 1430 days	62.9
TCGA-CV-6433-01A	0 years, male, white, stage:Stage II, alive, 641 days	62.8
TCGA-CV-A6JD-01A	0 years, female, white, stage:'--, dead, 182 days	62.6
TCGA-BA-A6DI-01A	0 years, male, black or african american, stage:'--, dead, 336 days	61.8
TCGA-CV-5435-01A	0 years, male, white, stage:Stage IVA, dead, 2319 days	61.3
TCGA-IQ-A61H-01A	0 years, male, white, stage:Stage II, alive, 1138 days	61.1
TCGA-QK-A8Z7-01A	0 years, male, black or african american, stage:Stage IVA, alive, 392 days	60.3
TCGA-D6-A6EN-01A	0 years, male, white, stage:Stage III, alive, 687 days	59.4
TCGA-CV-7422-01A	0 years, female, white, stage:Stage IVA, dead, 1037 days	59.0
TCGA-CV-7103-01A	0 years, male, white, stage:Stage IVA, dead, 1591 days	58.3
TCGA-CN-A63V-01A	0 years, male, white, stage:Stage IVA, alive, 679 days	57.9
TCGA-P3-A5QA-01A	0 years, male, stage:Stage I, alive, 2182 days	56.5
TCGA-CV-7255-01A	0 years, female, white, stage:Stage IVA, dead, 64 days	56.5
TCGA-UF-A7JD-01A	0 years, male, stage:Stage IVA, dead, 739 days	56.4
TCGA-HD-7753-01A	0 years, male, black or african american, stage:Stage I, alive, 866 days	56.3
TCGA-D6-A4Z9-01A	0 years, male, white, stage:Stage IVA, alive, 539 days	56.0
TCGA-HD-7831-01A	0 years, male, white, stage:Stage IVA, alive, 667 days	54.3
TCGA-MT-A67D-01A	0 years, male, white, stage:Stage II, alive, 56 days	53.9
TCGA-CN-6997-01A	0 years, male, white, stage:Stage IVA, dead, 988 days	53.6
TCGA-CN-6023-01A	0 years, male, white, stage:Stage IVA, alive, 1584 days	53.3
TCGA-T3-A92N-01A	0 years, male, black or african american, stage:Stage IVA, dead, 95 days	53.3
TCGA-BB-A5HU-01A	0 years, male, white, stage:Stage IVA, alive, 782 days	53.0
TCGA-CR-5247-01A	0 years, male, black or african american, stage:'--, alive, 358 days	52.7
TCGA-BA-6871-01A	0 years, male, white, stage:'--, dead, 108 days	52.5
TCGA-CV-6939-01A	0 years, male, white, stage:Stage IVA, dead, 666 days	52.4
TCGA-CV-6935-01A	0 years, male, white, stage:Stage IVA, dead, 295 days	52.2
TCGA-CN-4737-01A	0 years, male, white, stage:Stage IVA, alive, 625 days	52.2
TCGA-CV-7433-01A	0 years, male, white, stage:Stage IVA, dead, 601 days	52.1
TCGA-CQ-6224-01A	0 years, male, white, stage:Stage IVA, alive, 1721 days	51.8
TCGA-P3-A6T6-01A	0 years, male, white, stage:Stage IVA, dead, 395 days	51.4
TCGA-CV-7263-01A	0 years, male, black or african american, stage:Stage II, dead, 560 days	50.9
TCGA-CV-7248-01A	0 years, female, black or african american, stage:Stage IVA, dead, 521 days	50.7
TCGA-HD-8635-01A	0 years, female, white, stage:Stage III, alive, 695 days	50.7
TCGA-QK-AA3K-01A	0 years, male, black or african american, stage:Stage IVA, alive, 253 days	50.2
TCGA-CN-A49A-01A	0 years, male, white, stage:Stage IVB, dead, 526 days	50.2
TCGA-CN-6016-01A	0 years, male, white, stage:Stage IVA, alive, 1443 days	50.0
TCGA-D6-A6EQ-01A	0 years, male, white, stage:Stage IVA, alive, 368 days	49.9
TCGA-H7-A6C4-01A	0 years, female, white, stage:Stage IVA, dead, 414 days	49.4
TCGA-D6-6517-01A	0 years, male, white, stage:Stage III, alive, 292 days	49.4
TCGA-CV-6938-01A	0 years, male, white, stage:Stage II, dead, 144 days	49.2
TCGA-CV-7406-01A	0 years, male, white, stage:Stage II, dead, 1748 days	48.7
TCGA-CR-7397-01A	0 years, male, white, stage:Stage IVA, alive, 754 days	48.5
TCGA-BA-A6DB-01A	0 years, female, white, stage:Stage I, alive, 216 days	48.2
TCGA-CN-A641-01A	0 years, male, white, stage:Stage IVA, alive, 367 days	48.0
TCGA-CR-5243-01A	0 years, male, white, stage:'--, alive, 2562 days	47.6
TCGA-CN-5364-01A	0 years, male, white, stage:Stage IVA, dead, 493 days	47.1
TCGA-F7-A623-01A	0 years, male, white, stage:Stage IVA, alive, 616 days	46.4
TCGA-CR-7370-01A	0 years, female, white, stage:'--, alive, 105 days	46.1
TCGA-CQ-A4CH-01A	0 years, male, asian, stage:Stage II, dead, 379 days	44.9
TCGA-CR-7390-01A	0 years, male, white, stage:Stage IVA, alive, 1508 days	44.3
TCGA-QK-A6VB-01A	0 years, male, white, stage:Stage IVA, alive, 641 days	44.3
TCGA-CX-7219-01A	0 years, male, black or african american, stage:Stage IVA, alive, 1045 days	43.7
TCGA-CQ-5324-01A	0 years, male, white, stage:Stage III, alive, 1593 days	42.9
TCGA-CR-7388-01A	0 years, female, white, stage:'--, dead, 823 days	42.8
TCGA-HD-7754-01A	0 years, male, white, stage:Stage IVA, alive, 783 days	42.5
TCGA-CR-7382-01A	0 years, male, white, stage:Stage IVA, alive, 796 days	42.1
TCGA-QK-A6VC-01A	0 years, female, black or african american, stage:Stage IVA, alive, 600 days	41.5
TCGA-UF-A7J9-01A	0 years, male, white, stage:Stage IVA, alive, 1358 days	41.1
TCGA-CR-7367-01A	0 years, male, white, stage:Stage IVA, alive, 1440 days	39.8
TCGA-CV-5440-01A	0 years, male, white, stage:Stage IVA, alive, 3270 days	39.5
TCGA-CQ-6228-01A	0 years, female, white, stage:Stage IVA, dead, 456 days	39.5
TCGA-P3-A6T8-01A	0 years, male, white, stage:Stage IVA, alive, 400 days	39.0
TCGA-BA-A6DD-01A	0 years, male, black or african american, stage:Stage IVA, dead, 173 days	38.6
TCGA-CV-A6JM-01A	0 years, male, white, stage:'--, dead, 194 days	38.4
TCGA-CN-5359-01A	0 years, male, white, stage:Stage IVA, dead, 377 days	38.3
TCGA-T2-A6WZ-01A	0 years, male, white, stage:'--, dead, 484 days	37.9
TCGA-CR-6473-01A	0 years, male, white, stage:'--, alive, 1125 days	37.7
TCGA-CV-6943-01A	0 years, male, white, stage:Stage III, dead, 602 days	35.5
TCGA-F7-7848-01A	0 years, male, white, stage:Stage IVA, alive, 1131 days	35.0
TCGA-IQ-A61J-01A	0 years, male, white, stage:Stage IVA, alive, 1021 days	34.9
TCGA-BA-7269-01A	0 years, male, white, stage:Stage III, alive, 1273 days	34.7
TCGA-CV-7090-01A	0 years, male, white, stage:Stage II, alive, 5252 days	34.7
TCGA-D6-A74Q-01A	0 years, male, white, stage:Stage IVA, alive, 710 days	34.7
TCGA-CV-7568-01A	0 years, female, white, stage:Stage IVA, dead, 927 days	34.2
TCGA-CQ-A4C9-01A	0 years, male, stage:Stage III, alive, 707 days	34.2
TCGA-MZ-A5BI-01A	0 years, male, white, stage:'--, dead, 217 days	34.2
TCGA-CN-6024-01A	0 years, male, white, stage:Stage IVA, dead, 337 days	33.9
TCGA-CQ-5327-01A	0 years, female, asian, stage:Stage IVA, alive, 1660 days	33.7
TCGA-D6-8569-01A	0 years, male, white, stage:Stage II, alive, 770 days	33.3
TCGA-CQ-5332-01A	0 years, male, white, stage:Stage III, dead, 317 days	32.8
TCGA-P3-A6T7-01A	0 years, male, white, stage:Stage IVA, dead, 487 days	32.6
TCGA-CN-4733-01A	0 years, male, white, stage:Stage III, alive, 1586 days	31.7
TCGA-BA-4074-01A	0 years, male, white, stage:Stage IVA, dead, 462 days	31.4
TCGA-MZ-A6I9-01A	0 years, male, white, stage:'--, dead, 489 days	30.7
TCGA-CN-A63W-01A	0 years, female, white, stage:Stage IVA, dead, 377 days	30.5
TCGA-WA-A7GZ-01A	0 years, male, white, stage:'--, dead, 625 days	29.7
TCGA-CR-7389-01A	0 years, male, black or african american, stage:'--, alive, 392 days	29.4
TCGA-CN-6017-01A	0 years, male, white, stage:Stage IVA, dead, 853 days	29.3
TCGA-BB-4227-01A	0 years, male, white, stage:Stage IVA, alive, 134 days	29.3
TCGA-CR-7391-01A	0 years, female, white, stage:Stage I, alive, 913 days	29.2
TCGA-CV-7101-01A	0 years, male, white, stage:Stage II, dead, 160 days	28.8
TCGA-D6-6825-01A	0 years, male, white, stage:Stage I, alive, 491 days	28.8
TCGA-CN-6012-01A	0 years, male, white, stage:Stage IVA, alive, 1460 days	28.7
TCGA-CR-7371-01A	0 years, female, white, stage:Stage III, dead, 94 days	28.6
TCGA-CV-5971-01A	0 years, male, white, stage:Stage IVA, alive, 701 days	28.3
TCGA-CR-7392-01A	0 years, female, white, stage:Stage IVA, alive, 1425 days	28.1
TCGA-CV-5970-01A	0 years, male, white, stage:Stage IVA, dead, 406 days	28.0
TCGA-HD-8224-01A	0 years, male, white, stage:Stage IVA, dead, 446 days	27.8
TCGA-CR-7379-01A	0 years, female, white, stage:Stage IVA, alive, 1036 days	27.5
TCGA-BA-A4IF-01A	0 years, male, white, stage:'--, alive, 895 days	27.4
TCGA-UF-A7JS-01A	0 years, male, white, stage:Stage IVA, dead, 680 days	27.2
TCGA-DQ-5631-01A	0 years, male, white, stage:'--, dead, 548 days	27.2
TCGA-HD-7229-01A	0 years, male, white, stage:Stage IVA, alive, 1027 days	26.7
TCGA-CR-6484-01A	0 years, female, asian, stage:Stage IVA, alive, 354 days	26.6
TCGA-CQ-6229-01A	0 years, male, white, stage:Stage II, alive, 1179 days	26.5
TCGA-BA-A4IH-01A	0 years, male, white, stage:'--, alive, 622 days	26.4
TCGA-CR-7364-01A	0 years, male, white, stage:Stage III, alive, 1435 days	26.1
TCGA-CN-5369-01A	0 years, female, white, stage:Stage IVA, dead, 1 days	26.0
TCGA-CN-5366-01A	0 years, male, white, stage:Stage IVA, dead, 360 days	25.9
TCGA-BA-4078-01A	0 years, male, white, stage:'--, dead, 276 days	25.7
TCGA-CV-7432-01A	0 years, male, white, stage:Stage II, dead, 2570 days	25.4
TCGA-CV-7102-01A	0 years, female, white, stage:Stage IVA, dead, 56 days	24.7
TCGA-TN-A7HJ-01A	0 years, male, white, stage:Stage IVA, alive, 403 days	24.6
TCGA-CQ-A4C7-01A	0 years, male, white, stage:Stage III, dead, 353 days	24.4
TCGA-CN-5363-01A	0 years, male, black or african american, stage:Stage IVB, dead, 253 days	24.0
TCGA-CV-A464-01A	0 years, male, white, stage:Stage III, alive, 1722 days	23.9
TCGA-CR-7398-01A	0 years, female, white, stage:Stage II, alive, 156 days	23.6
TCGA-UF-A7JK-01A	0 years, male, stage:Stage IVA, dead, 424 days	23.4
TCGA-QK-A652-01A	0 years, male, white, stage:Stage III, alive, 645 days	23.3
TCGA-BA-5555-01A	0 years, male, black or african american, stage:Stage IVA, alive, 520 days	23.1
TCGA-CV-A6JT-01A	0 years, male, white, stage:Stage II, alive, 852 days	22.7
TCGA-CV-7418-01A	0 years, male, black or african american, stage:Stage IVA, dead, 789 days	22.7
TCGA-P3-A5Q6-01A	0 years, male, white, stage:Stage IVA, dead, 480 days	22.4
TCGA-CQ-5325-01A	0 years, male, white, stage:Stage I, dead, 654 days	22.3
TCGA-IQ-7630-01A	0 years, male, white, stage:Stage II, alive, 485 days	21.8
TCGA-QK-A6V9-01A	0 years, male, white, stage:Stage II, alive, 833 days	21.8
TCGA-CN-6995-01A	0 years, male, white, stage:Stage IVA, dead, 112 days	21.6
TCGA-CN-4742-01A	0 years, female, white, stage:Stage IVA, dead, 397 days	21.3
TCGA-CN-5358-01A	0 years, male, white, stage:Stage II, dead, 261 days	21.3
TCGA-CV-6940-01A	0 years, female, white, stage:Stage III, dead, 804 days	21.2
TCGA-CN-A6V6-01A	0 years, male, white, stage:Stage IVA, alive, 635 days	21.2
TCGA-UF-A71B-01A	0 years, male, white, stage:Stage IVA, alive, 1506 days	21.1
TCGA-BB-A6UO-01A	0 years, female, white, stage:Stage IVA, dead, 268 days	20.5
TCGA-D6-6823-01A	0 years, male, white, stage:Stage II, alive, 701 days	20.5
TCGA-IQ-A61E-01A	0 years, female, white, stage:Stage III, alive, 1147 days	20.2
TCGA-CR-6467-01A	0 years, male, white, stage:Stage III, alive, 1777 days	20.1
TCGA-CR-6470-01A	0 years, male, white, stage:Stage II, alive, 1521 days	20.1
TCGA-BA-6869-01A	0 years, male, white, stage:Stage III, alive, 644 days	19.9
TCGA-CV-7242-01A	0 years, female, white, stage:Stage II, alive, 1095 days	19.8
TCGA-D6-8568-01A	0 years, male, white, stage:Stage II, alive, 759 days	19.7
TCGA-CV-A45U-01A	0 years, male, white, stage:Stage IVA, dead, 1079 days	19.5
TCGA-CN-5365-01A	0 years, male, white, stage:Stage IVB, dead, 351 days	19.5
TCGA-CR-7402-01A	0 years, male, white, stage:'--, alive, 911 days	19.4
TCGA-UF-A7JT-01A	0 years, female, white, stage:Stage IVA, dead, 993 days	19.4
TCGA-CV-A6JE-01A	0 years, male, white, stage:'--, alive, 1075 days	19.3
TCGA-CQ-6223-01A	0 years, male, white, stage:Stage II, alive, 1428 days	19.2
TCGA-CQ-A4CI-01A	0 years, male, white, stage:Stage III, alive, 950 days	18.9
TCGA-DQ-5624-01A	0 years, female, white, stage:'--, alive, 1778 days	18.7
TCGA-BA-6872-01A	0 years, male, white, stage:'--, dead, 384 days	18.4
TCGA-CN-5374-01A	0 years, female, white, stage:Stage IVA, dead, 1732 days	18.0
TCGA-CQ-5326-01A	0 years, male, white, stage:Stage IVA, dead, 89 days	17.9
TCGA-F7-8489-01A	0 years, male, white, stage:Stage II, alive, 658 days	17.7
TCGA-CV-5977-01A	0 years, male, white, stage:Stage IVA, alive, 1840 days	16.9
TCGA-QK-A6IH-01A	0 years, female, white, stage:Stage IVB, alive, 653 days	16.8
TCGA-P3-A6SX-01A	0 years, male, white, stage:Stage III, dead, 1430 days	16.5
TCGA-BA-A8YP-01A	0 years, male, black or african american, stage:Stage IVB, alive, 499 days	16.5
TCGA-F7-A50J-01A	0 years, female, white, stage:Stage III, alive, 947 days	16.4
TCGA-CV-7095-01A	0 years, female, stage:Stage II, dead, 572 days	16.4
TCGA-CR-7377-01A	0 years, male, white, stage:Stage IVA, dead, 279 days	16.2
TCGA-DQ-7591-01A	0 years, male, white, stage:'--, alive, 622 days	16.0
TCGA-F7-A61W-01A	0 years, male, asian, stage:Stage IVA, alive, 14 days	16.0
TCGA-CR-7368-01A	0 years, male, white, stage:Stage IVA, alive, 1245 days	15.8
TCGA-CX-7085-01A	0 years, female, white, stage:Stage I, alive, 321 days	15.7
TCGA-CV-6441-01A	0 years, male, white, stage:Stage III, dead, 292 days	15.5
TCGA-CV-5436-01A	0 years, male, stage:Stage IVA, dead, 584 days	15.4
TCGA-CN-6988-01A	0 years, male, white, stage:Stage IVA, alive, 318 days	15.0
TCGA-BB-4225-01A	0 years, male, white, stage:'--, alive, 146 days	14.9
TCGA-TN-A7HL-01A	0 years, male, white, stage:Stage IVA, alive, 619 days	14.9
TCGA-P3-A5QE-01A	0 years, male, white, stage:Stage III, alive, 1559 days	14.9
TCGA-DQ-7592-01A	0 years, male, american indian or alaska native, stage:'--, alive, 1143 days	14.7
TCGA-H7-8502-01A	0 years, male, white, stage:Stage IVA, alive, 458 days	14.7
TCGA-UF-A7JH-01A	0 years, male, black or african american, stage:Stage IVA, alive, 896 days	14.5
TCGA-CV-A45W-01A	0 years, male, white, stage:Stage II, dead, 1398 days	14.1
TCGA-BB-4228-01A	0 years, male, white, stage:Stage III, alive, 559 days	14.1
TCGA-IQ-A6SH-01A	0 years, male, black or african american, stage:Stage III, alive, 471 days	14.0
TCGA-BA-A6DA-01A	0 years, female, white, stage:Stage IVA, alive, 351 days	13.9
TCGA-CN-A6V3-01A	0 years, male, white, stage:Stage IVA, alive, 742 days	13.9
TCGA-CN-A49B-01A	0 years, male, white, stage:Stage III, alive, 904 days	13.8
TCGA-P3-A6T4-01A	0 years, male, white, stage:Stage IVA, dead, 62 days	13.8
TCGA-CV-A6JU-01A	0 years, female, white, stage:Stage IVB, alive, 110 days	13.4
TCGA-CN-A49C-01A	0 years, male, white, stage:'--, alive, 645 days	13.2
TCGA-KU-A6H7-01A	0 years, female, white, stage:Stage IVA, alive, 586 days	12.7
TCGA-CV-7414-01A	0 years, male, white, stage:Stage IVA, dead, 14 days	12.7
TCGA-CN-5355-01A	0 years, male, black or african american, stage:Stage IVA, alive, 1278 days	12.7
TCGA-CV-A461-01A	0 years, male, white, stage:'--, dead, 2064 days	12.6
TCGA-CV-7428-01A	0 years, male, white, stage:Stage IVA, dead, 1671 days	12.5
TCGA-BA-5556-01A	0 years, female, white, stage:Stage II, alive, 725 days	12.5
TCGA-CN-4741-01A	0 years, male, white, stage:Stage IVA, alive, 2239 days	12.5
TCGA-HD-A633-01A	0 years, male, white, stage:Stage IVA, alive, 421 days	12.4
TCGA-QK-A8ZA-01A	0 years, male, black or african american, stage:'--, dead, 371 days	12.4
TCGA-CV-6948-01A	0 years, female, white, stage:Stage IVB, dead, 1289 days	12.3
TCGA-CN-A63U-01A	0 years, male, white, stage:Stage IVA, alive, 964 days	12.3
TCGA-D6-A4ZB-01A	0 years, male, white, stage:Stage III, alive, 376 days	12.2
TCGA-MT-A67A-01A	0 years, female, white, stage:Stage I, alive, 914 days	12.1
TCGA-CV-7178-01A	0 years, female, white, stage:Stage IVA, dead, 2166 days	11.9
TCGA-CQ-A4CD-01A	0 years, male, white, stage:Stage IVA, alive, 1022 days	11.9
TCGA-CR-6482-01A	0 years, male, black or african american, stage:'--, alive, 345 days	11.8
TCGA-CV-6945-01A	0 years, male, white, stage:Stage IVA, dead, 366 days	11.8
TCGA-CR-7380-01A	0 years, male, white, stage:Stage IVB, dead, 606 days	11.7
TCGA-CV-6942-01A	0 years, female, white, stage:Stage II, alive, 4282 days	11.5
TCGA-CV-6961-01A	0 years, male, white, stage:Stage II, dead, 76 days	11.2
TCGA-CV-7424-01A	0 years, male, asian, stage:Stage IVA, dead, 453 days	11.1
TCGA-CN-4739-01A	0 years, male, white, stage:Stage IVA, dead, 1394 days	11.0
TCGA-CQ-6227-01A	0 years, male, white, stage:Stage IVA, dead, 129 days	10.7
TCGA-CV-6952-01A	0 years, female, white, stage:Stage IVA, dead, 185 days	10.4
TCGA-CV-6951-01A	0 years, male, white, stage:Stage IVA, dead, 915 days	10.1
TCGA-CX-7082-01A	0 years, male, white, stage:Stage IVA, dead, 11 days	10.1
TCGA-P3-A6SW-01A	0 years, male, white, stage:Stage IVB, alive, 1120 days	10.0
TCGA-BB-A6UM-01A	0 years, male, white, stage:Stage III, alive, 393 days	9.9
TCGA-P3-A5Q5-01A	0 years, male, white, stage:Stage IVA, alive, 910 days	9.9
TCGA-KU-A66S-01A	0 years, female, white, stage:Stage III, dead, 406 days	9.8
TCGA-CV-7411-01A	0 years, female, white, stage:Stage IVA, dead, 2717 days	9.3
TCGA-BB-A5HY-01A	0 years, male, white, stage:Stage IVA, dead, 321 days	9.3
TCGA-CQ-7071-01A	0 years, female, white, stage:Stage III, alive, 1311 days	9.3
TCGA-CR-7404-01A	0 years, male, white, stage:'--, alive, 1472 days	9.2
TCGA-CV-7097-01A	0 years, male, white, stage:Stage II, dead, 385 days	9.2
TCGA-CR-6478-01A	0 years, female, white, stage:'--, dead, 183 days	9.1
TCGA-P3-A6T0-01A	0 years, female, white, stage:Stage IVA, alive, 578 days	8.8
TCGA-CV-7245-01A	0 years, male, white, stage:Stage IVA, alive, 797 days	8.7
TCGA-CV-A45T-01A	0 years, female, white, stage:'--, dead, 4856 days	8.7
TCGA-CN-6013-01A	0 years, male, white, stage:Stage IVA, dead, 727 days	8.6
TCGA-MT-A7BN-01A	0 years, male, white, stage:Stage IVA, alive, 469 days	8.6
TCGA-CN-5356-01A	0 years, male, white, stage:Stage III, alive, 1409 days	8.4
TCGA-CQ-A4C6-01A	0 years, male, asian, stage:Stage II, alive, 1353 days	8.3
TCGA-CV-7410-01A	0 years, male, white, stage:Stage III, dead, 6417 days	8.3
TCGA-F7-A61V-01A	0 years, male, white, stage:Stage II, alive, 759 days	8.3
TCGA-CQ-A4CE-01A	0 years, female, stage:Stage II, alive, 897 days	8.2
TCGA-BA-5559-01A	0 years, male, white, stage:'--, dead, 2083 days	8.1
TCGA-CR-7369-01A	0 years, male, white, stage:Stage IVA, dead, 1090 days	7.9
TCGA-BA-A4II-01A	0 years, male, white, stage:Stage II, alive, 918 days	7.8
TCGA-CN-A63T-01A	0 years, male, white, stage:Stage IVA, alive, 225 days	7.7
TCGA-CV-A468-01A	0 years, male, stage:Stage IVA, dead, 464 days	7.7
TCGA-F7-A50G-01A	0 years, male, white, stage:Stage III, alive, 616 days	7.7
TCGA-CV-6962-01A	0 years, male, white, stage:Stage IVA, dead, 126 days	7.7
TCGA-CV-6941-01A	0 years, male, white, stage:Stage III, dead, 342 days	7.6
TCGA-CV-6003-01A	0 years, female, white, stage:Stage III, alive, 1665 days	7.5
TCGA-CR-7393-01A	0 years, male, white, stage:Stage III, alive, 993 days	7.3
TCGA-MZ-A7D7-01A	0 years, male, white, stage:Stage IVA, alive, 547 days	7.2
TCGA-CR-5249-01A	0 years, female, white, stage:Stage II, alive, 1152 days	7.2
TCGA-BB-4223-01A	0 years, male, white, stage:Stage IVA, alive, 3221 days	7.1
TCGA-T2-A6X2-01A	0 years, male, white, stage:Stage III, alive, 987 days	7.1
TCGA-F7-A61S-01A	0 years, male, white, stage:Stage III, alive, 576 days	7.0
TCGA-BB-8601-01A	0 years, male, black or african american, stage:Stage III, alive, 624 days	7.0
TCGA-MT-A51W-01A	0 years, female, white, stage:Stage I, alive, 437 days	6.9
TCGA-CV-5441-01A	0 years, male, white, stage:Stage IVA, alive, 2886 days	6.9
TCGA-CV-5966-01A	0 years, female, white, stage:Stage IVA, dead, 545 days	6.8
TCGA-CN-A6V7-01A	0 years, male, white, stage:Stage IVA, alive, 594 days	6.7
TCGA-DQ-5629-01A	0 years, male, white, stage:'--, dead, 941 days	6.6
TCGA-BB-4217-01A	0 years, male, black or african american, stage:Stage IVA, alive, 187 days	6.5
TCGA-CV-7416-01A	0 years, female, white, stage:Stage IVA, dead, 763 days	6.4
TCGA-DQ-7588-01A	0 years, male, white, stage:'--, dead, 427 days	6.4
TCGA-CR-7401-01A	0 years, male, white, stage:Stage I, alive, 1077 days	6.3
TCGA-UF-A71E-01A	0 years, male, white, stage:Stage IVA, dead, 1504 days	6.1
TCGA-CV-7425-01A	0 years, female, white, stage:Stage III, dead, 1718 days	6.0
TCGA-CN-6996-01A	0 years, female, white, stage:Stage IVA, dead, 530 days	6.0
TCGA-UF-A7JC-01A	0 years, male, white, stage:Stage IVA, dead, 546 days	6.0
TCGA-DQ-5625-01A	0 years, female, white, stage:'--, dead, 1133 days	5.9
TCGA-CQ-6225-01A	0 years, male, white, stage:Stage III, dead, 403 days	5.9
TCGA-IQ-A61G-01A	0 years, male, white, stage:Stage IVA, alive, 360 days	5.8
TCGA-CN-4729-01A	0 years, male, white, stage:Stage III, alive, 392 days	5.8
TCGA-P3-A6T3-01A	0 years, male, white, stage:Stage IVA, dead, 577 days	5.5
TCGA-CN-A6UY-01A	0 years, male, white, stage:Stage IVA, alive, 713 days	5.5
TCGA-BA-5152-01A	0 years, male, white, stage:Stage IVA, alive, 1288 days	5.5
TCGA-BA-6873-01A	0 years, male, white, stage:Stage IVA, alive, 122 days	5.5
TCGA-HD-7832-01A	0 years, male, white, stage:Stage IVA, alive, 836 days	5.4
TCGA-CV-7427-01A	0 years, female, white, stage:Stage II, dead, 4760 days	5.3
TCGA-UF-A71D-01A	0 years, female, white, stage:Stage IVA, alive, 1461 days	5.2
TCGA-CR-7374-01A	0 years, female, white, stage:'--, alive, 30 days	5.0
TCGA-CV-7430-01A	0 years, male, white, stage:Stage IVA, dead, 495 days	5.0
TCGA-F7-A622-01A	0 years, male, white, stage:Stage III, dead, 359 days	5.0
TCGA-CV-5439-01A	0 years, male, white, stage:Stage IVA, dead, 546 days	4.9
TCGA-F7-A620-01A	0 years, male, white, stage:Stage III, alive, 543 days	4.9
TCGA-MT-A51X-01A	0 years, male, white, stage:Stage IVA, alive, 242 days	4.8
TCGA-CV-7423-01A	0 years, male, white, stage:Stage II, dead, 3059 days	4.8
TCGA-D6-A6EK-01A	0 years, male, white, stage:Stage III, alive, 875 days	4.6
TCGA-CN-A497-01A	0 years, male, stage:Stage III, alive, 1065 days	4.4
TCGA-CV-A6K1-01A	0 years, male, white, stage:Stage IVA, alive, 685 days	4.2
TCGA-D6-A6EP-01A	0 years, male, white, stage:Stage III, alive, 424 days	4.2
TCGA-CV-7440-01A	0 years, male, white, stage:Stage II, dead, 675 days	4.0
TCGA-H7-8501-01A	0 years, male, white, stage:Stage IVA, alive, 461 days	4.0
TCGA-CR-6480-01A	0 years, male, white, stage:'--, alive, 362 days	4.0
TCGA-BB-4224-01A	0 years, male, white, stage:Stage IVA, alive, 278 days	4.0
TCGA-C9-A47Z-01A	0 years, female, asian, stage:Stage III, dead, 191 days	3.9
TCGA-CV-A45V-01A	0 years, female, white, stage:Stage IVA, dead, 32 days	3.9
TCGA-CR-7365-01A	0 years, male, white, stage:Stage IVA, alive, 1191 days	3.9
TCGA-CV-A45X-01A	0 years, male, white, stage:Stage IVA, dead, 198 days	3.9
TCGA-CR-7372-01A	0 years, male, white, stage:Stage I, alive, 759 days	3.8
TCGA-CN-A499-01A	0 years, female, white, stage:Stage II, alive, 717 days	3.8
TCGA-BA-A4IG-01A	0 years, male, white, stage:'--, alive, 855 days	3.8
TCGA-QK-A6IJ-01A	0 years, male, white, stage:Stage III, alive, 387 days	3.6
TCGA-CV-7100-01A	0 years, male, white, stage:Stage III, dead, 274 days	3.6
TCGA-TN-A7HI-01A	0 years, male, white, stage:Stage IVA, alive, 412 days	3.6
TCGA-CR-7385-01A	0 years, male, white, stage:'--, alive, 997 days	3.6
TCGA-CV-A45O-01A	0 years, male, white, stage:'--, alive, 851 days	3.6
TCGA-QK-A6II-01A	0 years, male, white, stage:Stage IVA, dead, 284 days	3.4
TCGA-QK-AA3J-01A	0 years, male, black or african american, stage:Stage I, alive, 466 days	3.3
TCGA-P3-A6T2-01A	0 years, male, white, stage:Stage IVA, alive, 2298 days	3.2
TCGA-BA-A6D8-01A	0 years, male, black or african american, stage:Stage IVA, alive, 850 days	3.1
TCGA-BA-5153-01A	0 years, male, white, stage:'--, dead, 1762 days	3.0
TCGA-CN-4726-01A	0 years, male, white, stage:Stage IVA, dead, 142 days	3.0
TCGA-HL-7533-01A	0 years, male, white, stage:'--, alive, 1057 days	2.9
TCGA-HD-A4C1-01A	0 years, female, black or african american, stage:Stage IVA, alive, 11 days	2.9
TCGA-CN-6998-01A	0 years, male, white, stage:Stage IVA, dead, 357 days	2.6
TCGA-CV-A45P-01A	0 years, female, white, stage:Stage I, alive, 639 days	2.6
TCGA-BA-6870-01A	0 years, female, black or african american, stage:'--, dead, 451 days	2.5
TCGA-CR-6491-01A	0 years, male, black or african american, stage:Stage IVA, alive, 693 days	2.5
TCGA-C9-A480-01A	0 years, female, asian, stage:Stage III, alive, 386 days	2.5
TCGA-CR-5248-01A	0 years, male, white, stage:'--, alive, 1663 days	2.4
TCGA-D6-A6EM-01A	0 years, female, white, stage:Stage III, alive, 232 days	2.4
TCGA-CV-7091-01A	0 years, male, white, stage:Stage I, alive, 3381 days	2.3
TCGA-CV-7250-01A	0 years, male, white, stage:Stage IVA, dead, 2900 days	2.3
TCGA-CQ-7069-01A	0 years, female, white, stage:Stage II, alive, 1274 days	2.3
TCGA-CQ-5323-01A	0 years, male, white, stage:Stage I, alive, 1466 days	2.3
TCGA-P3-A5QF-01A	0 years, male, white, stage:Stage IVA, dead, 330 days	2.1
TCGA-CR-6493-01A	0 years, male, black or african american, stage:Stage IVA, dead, 282 days	2.0
TCGA-CV-7434-01A	0 years, male, white, stage:Stage IVA, dead, 218 days	2.0
TCGA-CQ-6220-01A	0 years, male, white, stage:Stage III, dead, 985 days	1.9
TCGA-QK-A8Z8-01A	0 years, female, black or african american, stage:Stage IVC, dead, 171 days	1.9
TCGA-CV-A6JY-01A	0 years, male, white, stage:Stage IVA, alive, 646 days	1.9
TCGA-CV-6959-01A	0 years, male, white, stage:Stage III, dead, 256 days	1.9
TCGA-CR-6471-01A	0 years, male, white, stage:Stage IVA, dead, 1202 days	1.8
TCGA-CN-4730-01A	0 years, male, white, stage:Stage IVA, alive, 817 days	1.8
TCGA-MT-A67F-01A	0 years, female, white, stage:Stage IVA, alive, 384 days	1.8
TCGA-CX-7086-01A	0 years, male, black or african american, stage:Stage III, alive, 573 days	1.8
TCGA-CR-7395-01A	0 years, female, white, stage:Stage II, alive, 930 days	1.7
TCGA-CV-6955-01A	0 years, female, white, stage:Stage II, dead, 334 days	1.6
TCGA-UF-A719-01A	0 years, male, stage:Stage II, alive, 1663 days	1.6
TCGA-CQ-5334-01A	0 years, male, white, stage:Stage IVA, dead, 129 days	1.6
TCGA-CR-7373-01A	0 years, male, white, stage:Stage IVA, alive, 889 days	1.6
TCGA-BA-A6DJ-01A	0 years, male, asian, stage:Stage IVA, dead, 407 days	1.5
TCGA-CV-7089-01A	0 years, male, white, stage:Stage IVA, dead, 1972 days	1.5
TCGA-CV-6936-01A	0 years, male, white, stage:Stage IVA, dead, 166 days	1.5
TCGA-BA-4076-01A	0 years, male, white, stage:'--, dead, 415 days	1.4
TCGA-D6-A6ES-01A	0 years, male, white, stage:Stage IVA, alive, 389 days	1.4
TCGA-BA-5558-01A	0 years, male, white, stage:'--, alive, 1995 days	1.4
TCGA-KU-A6H8-01A	0 years, male, white, stage:Stage IVA, dead, 327 days	1.4
TCGA-CN-6021-01A	0 years, female, white, stage:'--, dead, 276 days	1.4
TCGA-CV-7253-01A	0 years, male, black or african american, stage:Stage IVA, dead, 361 days	1.4
TCGA-CR-6472-01A	0 years, male, white, stage:'--, alive, 1050 days	1.4
TCGA-CR-6481-01A	0 years, male, white, stage:'--, alive, 311 days	1.3
TCGA-CV-A6JN-01A	0 years, male, white, stage:'--, alive, 906 days	1.3
TCGA-CV-A465-01A	0 years, male, white, stage:Stage III, dead, 215 days	1.3
TCGA-CN-4722-01A	0 years, female, white, stage:Stage II, alive, 1483 days	1.2
TCGA-IQ-7632-01A	0 years, female, white, stage:Stage IVA, alive, 441 days	1.2
TCGA-T2-A6X0-01A	0 years, male, white, stage:'--, alive, 216 days	1.0
TCGA-CR-7394-01A	0 years, male, white, stage:Stage IVA, alive, 1346 days	1.0
TCGA-CN-A642-01A	0 years, male, white, stage:Stage IVB, dead, 82 days	1.0
TCGA-RS-A6TP-01A	0 years, male, white, stage:Stage II, alive, 516 days	0.9
TCGA-CN-6011-01A	0 years, male, white, stage:Stage IVA, alive, 933 days	0.9
TCGA-CN-4725-01A	0 years, male, white, stage:Stage II, alive, 1157 days	0.9
TCGA-BB-A5HZ-01A	0 years, male, white, stage:Stage IVA, alive, 827 days	0.9
TCGA-CV-7429-01A	0 years, male, white, stage:Stage IVA, dead, 107 days	0.8
TCGA-CN-4734-01A	0 years, male, white, stage:Stage II, alive, 1690 days	0.8
TCGA-CR-6487-01A	0 years, male, white, stage:Stage I, alive, 234 days	0.7
TCGA-D6-A6EO-01A	0 years, male, white, stage:Stage IVA, alive, 759 days	0.6
TCGA-CQ-7065-01A	0 years, male, asian, stage:Stage II, alive, 1628 days	0.6
TCGA-CQ-6221-01A	0 years, male, white, stage:'--, alive, 1000 days	0.6
TCGA-BA-A6DE-01A	0 years, female, white, stage:Stage II, alive, 440 days	0.6
TCGA-CQ-5331-01A	0 years, female, white, stage:'--, alive, 1399 days	0.6
TCGA-BA-5151-01A	0 years, male, white, stage:Stage IVA, alive, 722 days	0.5
TCGA-CV-7180-01A	0 years, male, white, stage:Stage II, dead, 327 days	0.5
TCGA-T2-A6WX-01A	0 years, female, white, stage:'--, dead, 209 days	0.5
TCGA-CV-6436-01A	0 years, male, white, stage:Stage IVA, alive, 1899 days	0.5
TCGA-H7-7774-01A	0 years, female, white, stage:Stage IVA, alive, 407 days	0.4
TCGA-IQ-7631-01A	0 years, female, white, stage:Stage II, alive, 1172 days	0.4
TCGA-HD-8634-01A	0 years, female, white, stage:Stage I, dead, 385 days	0.3
TCGA-BA-A6DL-01A	0 years, male, white, stage:'--, alive, 623 days	0.3
TCGA-CV-A45Q-01A	0 years, female, white, stage:'--, dead, 5152 days	0.3
TCGA-CV-A463-01A	0 years, female, white, stage:Stage IVA, dead, 23 days	0.2
TCGA-CV-7183-01A	0 years, male, white, stage:Stage II, alive, 3981 days	0.2
TCGA-D6-6516-01A	0 years, male, white, stage:Stage I, alive, 773 days	0.1
TCGA-CV-5442-01A	0 years, female, white, stage:Stage IVA, alive, 2327 days	0.1
TCGA-CV-6953-01A	0 years, female, white, stage:Stage III, dead, 1641 days	0.1
TCGA-HD-A6I0-01A	0 years, male, white, stage:Stage IVA, alive, 210 days	0.1
TCGA-CN-4727-01A	0 years, male, white, stage:Stage IVA, alive, 1560 days	0.0
TCGA-F7-A624-01A	0 years, male, white, stage:Stage II, alive, 378 days	0.0
TCGA-HD-A634-01A	0 years, male, white, stage:Stage IVA, dead, 130 days	0.0
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HEAD AND NECK SQUAMOUS CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

183

Samples

Sample ID	Sample type	nRPX
CPT0226340003	Tumor	2.5
CPT0094560004	Tumor	2.4
CPT0094350004	Tumor	2.0
CPT0245400003	Tumor	1.8
CPT0008930003	Tumor	1.8
CPT0250310003	Tumor	1.7
CPT0013430003	Tumor	1.7
CPT0194960003	Tumor	1.4
CPT0236850004	Tumor	1.3
CPT0169890003	Tumor	1.2
CPT0261520003	Tumor	1.2
CPT0245130003	Tumor	1.2
CPT0163530003	Tumor	1.1
CPT0163170003	Normal	1.0
CPT0163340003	Tumor	0.9
CPT0243090003	Tumor	0.9
CPT0163090003	Tumor	0.9
CPT0163480003	Tumor	0.9
CPT0169920003	Normal	0.9
CPT0163840003	Tumor	0.8
CPT0169730003	Tumor	0.8
CPT0095040003	Tumor	0.8
CPT0194420003	Tumor	0.8
CPT0207870004	Tumor	0.7
CPT0237620004	Tumor	0.7
CPT0244890004	Tumor	0.6
CPT0245730003	Tumor	0.6
CPT0177200003	Tumor	0.6
CPT0094420004	Tumor	0.6
CPT0123260003	Tumor	0.6
CPT0196060003	Normal	0.6
CPT0245140003	Normal	0.5
CPT0245060004	Tumor	0.5
CPT0196040003	Tumor	0.4
CPT0190850003	Tumor	0.4
CPT0011130005	Tumor	0.4
CPT0123180003	Tumor	0.4
CPT0245010003	Tumor	0.4
CPT0235470002	Normal	0.4
CPT0242000004	Normal	0.3
CPT0194260003	Normal	0.3
CPT0008520008	Tumor	0.3
CPT0222360003	Tumor	0.2
CPT0190860003	Normal	0.2
CPT0194800003	Normal	0.2
CPT0245550003	Tumor	0.2
CPT0199820003	Tumor	0.2
CPT0013250003	Normal	0.2
CPT0127050003	Tumor	0.1
CPT0246620003	Tumor	0.1
CPT0246540003	Tumor	0.1
CPT0163160003	Tumor	0.1
CPT0243140004	Normal	0.1
CPT0201860004	Normal	0.1
CPT0241980004	Tumor	0.0
CPT0194790003	Tumor	0.0
CPT0024810003	Tumor	0.0
CPT0177710003	Tumor	0.0
CPT0226440003	Tumor	0.0
CPT0088410003	Tumor	0.0
CPT0226030003	Tumor	-0.1
CPT0184530003	Tumor	-0.1
CPT0195880003	Normal	-0.1
CPT0163600003	Tumor	-0.1
CPT0013130003	Tumor	-0.1
CPT0011290003	Tumor	-0.1
CPT0163720003	Normal	-0.1
CPT0194250003	Tumor	-0.2
CPT0201830004	Tumor	-0.2
CPT0177390003	Tumor	-0.2
CPT0088060004	Tumor	-0.2
CPT0013460003	Normal	-0.2
CPT0176770003	Tumor	-0.2
CPT0163910003	Tumor	-0.2
CPT0222180003	Tumor	-0.2
CPT0199890003	Normal	-0.2
CPT0248330003	Tumor	-0.2
CPT0084650004	Normal	-0.3
CPT0237480004	Tumor	-0.3
CPT0199700003	Tumor	-0.3
CPT0248520003	Tumor	-0.3
C3N-01758-04	Normal	-0.3
CPT0245230004	Tumor	-0.3
CPT0235910003	Tumor	-0.3
CPT0169640003	Tumor	-0.3
CPT0162890003	Tumor	-0.3
CPT0196210003	Tumor	-0.3
CPT0162990004	Tumor	-0.4
CPT0235460003	Tumor	-0.4
CPT0245350003	Tumor	-0.4
CPT0226250004	Tumor	-0.4
CPT0163740003	Tumor	-0.4
CPT0013210004	Tumor	-0.4
CPT0245300003	Tumor	-0.4
CPT0245180003	Tumor	-0.5
CPT0094280004	Tumor	-0.5
CPT0195680003	Tumor	-0.5
CPT0087990003	Tumor	-0.5
C3N-04276-06	Normal	-0.5
CPT0163490003	Normal	-0.5
CPT0011320003	Normal	-0.5
CPT0163790003	Tumor	-0.5
CPT0248350003	Normal	-0.6
C3N-00295-05	Normal	-0.6
CPT0246590003	Tumor	-0.6
CPT0008960003	Normal	-0.6
CPT0226450003	Normal	-0.6
CPT0222200003	Normal	-0.6
CPT0235920003	Normal	-0.7
C3N-04279-05	Normal	-0.7
CPT0223460003	Normal	-0.7
CPT0163020003	Normal	-0.7
CPT0199710003	Normal	-0.7
CPT0236870003	Normal	-0.7
CPT0229220002	Normal	-0.7
CPT0245630003	Tumor	-0.7
CPT0245020003	Normal	-0.7
CPT0245410003	Normal	-0.7
CPT0199880003	Tumor	-0.7
CPT0245190003	Normal	-0.8
CPT0123280003	Normal	-0.8
CPT0013000004	Tumor	-0.8
CPT0013030003	Normal	-0.8
CPT0163240003	Tumor	-0.8
CPT0220620003	Normal	-0.8
CPT0195700003	Normal	-0.8
CPT0223970003	Tumor	-0.8
CPT0223450003	Tumor	-0.8
CPT0278700002	Normal	-0.9
CPT0237130004	Tumor	-0.9
CPT0094580003	Normal	-0.9
CPT0162940003	Tumor	-0.9
CPT0281470002	Normal	-0.9
CPT0123190003	Normal	-0.9
C3N-01859-04	Normal	-0.9
CPT0087820003	Tumor	-0.9
CPT0245560003	Normal	-1.0
CPT0088430003	Normal	-1.0
CPT0094490004	Tumor	-1.0
CPT0163800003	Normal	-1.1
C3N-00857-05	Normal	-1.1
CPT0245600003	Tumor	-1.1
CPT0084630009	Tumor	-1.1
CPT0088080003	Normal	-1.1
CPT0163650003	Tumor	-1.1
CPT0163860003	Normal	-1.1
CPT0226270003	Normal	-1.2
CPT0088010003	Normal	-1.2
CPT0220610003	Tumor	-1.2
CPT0008630003	Tumor	-1.2
CPT0177010003	Tumor	-1.2
CPT0237150003	Normal	-1.3
C3N-04275-05	Normal	-1.3
CPT0244940004	Tumor	-1.4
CPT0245500003	Tumor	-1.4
CPT0195860003	Tumor	-1.5
CPT0163250003	Normal	-1.5
CPT0226090003	Normal	-1.5
CPT0226350003	Normal	-1.5
CPT0237500003	Normal	-1.5
CPT0177220003	Normal	-1.6
CPT0226130003	Tumor	-1.6
C3N-01620-05	Normal	-1.6
CPT0199830003	Normal	-1.7
CPT0163610003	Normal	-1.7
CPT0237640003	Normal	-1.7
C3N-02693-06	Normal	-1.7
CPT0256560003	Tumor	-1.7
CPT0169740004	Normal	-1.7
CPT0246670003	Tumor	-2.1
CPT0163410003	Tumor	N/A
CPT0236620003	Tumor	N/A
CPT0229230003	Normal	N/A
CPT0245680003	Tumor	N/A
CPT0245460003	Normal	N/A
CPT0236640003	Normal	N/A
CPT0163430003	Normal	N/A
CPT0226400003	Normal	N/A
CPT0169750003	Normal	N/A
CPT0245450003	Tumor	N/A
CPT0226390003	Tumor	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 CAB025869
Staining
High
Medium
Low
Not detected
Intensity
Strong
Moderate
Weak
Negative
Quantity
>75%
75%-25%
<25%
None
Location
Nuclear
Cytoplasmic/membranous
Cytoplasmic/membranous,nuclear
None
Squamous cell carcinoma, NOS
Squamous cell carcinoma, NOS Squamous cell carcinoma, metastatic, NOS
Adenocarcinoma, NOS Adenoma, NOS