Expression of MMP2 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

MMP2 is not prognostic in Head and Neck Squamous Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 62.93

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

163.5

Number of samples

492

Samples

Sample	Description	TPM
TCGA-CQ-6221-01A	0 years, male, white, stage:'--, alive, 1000 days	2012.6
TCGA-IQ-A61O-01A	0 years, male, white, stage:Stage IVA, dead, 421 days	1665.3
TCGA-CR-7376-01A	0 years, male, white, stage:Stage III, alive, 972 days	1411.0
TCGA-HD-7831-01A	0 years, male, white, stage:Stage IVA, alive, 667 days	1315.0
TCGA-CV-6934-01A	0 years, female, white, stage:Stage IVA, dead, 65 days	927.4
TCGA-CN-6019-01A	0 years, male, white, stage:Stage IVA, alive, 1038 days	914.2
TCGA-CR-6474-01A	0 years, male, white, stage:Stage IVA, dead, 564 days	891.7
TCGA-CR-7386-01A	0 years, male, white, stage:Stage IVA, alive, 1430 days	841.0
TCGA-CR-7382-01A	0 years, male, white, stage:Stage IVA, alive, 796 days	838.4
TCGA-CN-6016-01A	0 years, male, white, stage:Stage IVA, alive, 1443 days	777.5
TCGA-CV-7433-01A	0 years, male, white, stage:Stage IVA, dead, 601 days	734.7
TCGA-CQ-7072-01A	0 years, male, white, stage:Stage II, alive, 2359 days	699.9
TCGA-CV-5444-01A	0 years, male, black or african american, stage:Stage IVA, alive, 2437 days	681.3
TCGA-CV-6943-01A	0 years, male, white, stage:Stage III, dead, 602 days	676.8
TCGA-CV-7421-01A	0 years, male, white, stage:Stage IVA, dead, 2 days	672.8
TCGA-CR-7377-01A	0 years, male, white, stage:Stage IVA, dead, 279 days	646.8
TCGA-CQ-6224-01A	0 years, male, white, stage:Stage IVA, alive, 1721 days	637.7
TCGA-UF-A7JJ-01A	0 years, male, stage:Stage IVA, alive, 549 days	604.5
TCGA-UF-A7JD-01A	0 years, male, stage:Stage IVA, dead, 739 days	591.1
TCGA-CN-6989-01A	0 years, male, white, stage:Stage IVA, dead, 980 days	569.6
TCGA-BB-8596-01A	0 years, female, white, stage:Stage IVA, alive, 2161 days	555.5
TCGA-CN-5359-01A	0 years, male, white, stage:Stage IVA, dead, 377 days	546.5
TCGA-CV-7103-01A	0 years, male, white, stage:Stage IVA, dead, 1591 days	545.6
TCGA-CN-5358-01A	0 years, male, white, stage:Stage II, dead, 261 days	542.7
TCGA-CN-4728-01A	0 years, male, white, stage:Stage IVA, alive, 1724 days	538.2
TCGA-UF-A7J9-01A	0 years, male, white, stage:Stage IVA, alive, 1358 days	532.7
TCGA-CN-4740-01A	0 years, female, white, stage:Stage IVA, dead, 839 days	525.9
TCGA-CV-7416-01A	0 years, female, white, stage:Stage IVA, dead, 763 days	501.9
TCGA-CR-7367-01A	0 years, male, white, stage:Stage IVA, alive, 1440 days	478.9
TCGA-P3-A6T8-01A	0 years, male, white, stage:Stage IVA, alive, 400 days	473.2
TCGA-CV-5978-01A	0 years, female, black or african american, stage:Stage IVB, dead, 215 days	457.2
TCGA-CV-5971-01A	0 years, male, white, stage:Stage IVA, alive, 701 days	456.4
TCGA-UF-A7JK-01A	0 years, male, stage:Stage IVA, dead, 424 days	449.3
TCGA-D6-8568-01A	0 years, male, white, stage:Stage II, alive, 759 days	446.3
TCGA-CV-7435-01A	0 years, female, white, stage:Stage IVA, dead, 4680 days	439.5
TCGA-CV-7177-01A	0 years, female, white, stage:Stage II, dead, 663 days	437.5
TCGA-CR-7392-01A	0 years, female, white, stage:Stage IVA, alive, 1425 days	423.2
TCGA-CN-5355-01A	0 years, male, black or african american, stage:Stage IVA, alive, 1278 days	414.1
TCGA-CR-7397-01A	0 years, male, white, stage:Stage IVA, alive, 754 days	412.2
TCGA-CR-7401-01A	0 years, male, white, stage:Stage I, alive, 1077 days	409.7
TCGA-BA-A6DG-01A	0 years, male, white, stage:'--, dead, 69 days	404.8
TCGA-HD-7753-01A	0 years, male, black or african american, stage:Stage I, alive, 866 days	400.8
TCGA-D6-6824-01A	0 years, male, white, stage:Stage IVA, alive, 77 days	397.8
TCGA-CX-7085-01A	0 years, female, white, stage:Stage I, alive, 321 days	389.3
TCGA-CN-5361-01A	0 years, male, white, stage:Stage IVA, dead, 2120 days	389.2
TCGA-CN-4737-01A	0 years, male, white, stage:Stage IVA, alive, 625 days	388.6
TCGA-BA-6871-01A	0 years, male, white, stage:'--, dead, 108 days	377.3
TCGA-CV-7235-01A	0 years, male, white, stage:Stage II, alive, 2347 days	368.4
TCGA-CR-7365-01A	0 years, male, white, stage:Stage IVA, alive, 1191 days	366.0
TCGA-CN-4742-01A	0 years, female, white, stage:Stage IVA, dead, 397 days	356.3
TCGA-CQ-5330-01A	0 years, female, white, stage:Stage IVA, alive, 1897 days	356.3
TCGA-CV-5979-01A	0 years, male, white, stage:Stage IVA, alive, 1315 days	345.5
TCGA-DQ-5624-01A	0 years, female, white, stage:'--, alive, 1778 days	344.8
TCGA-CR-5247-01A	0 years, male, black or african american, stage:'--, alive, 358 days	341.3
TCGA-CN-5373-01A	0 years, female, white, stage:Stage I, alive, 1584 days	340.7
TCGA-CV-A464-01A	0 years, male, white, stage:Stage III, alive, 1722 days	333.8
TCGA-4P-AA8J-01A	0 years, male, black or african american, stage:Stage IVA, alive, 102 days	331.6
TCGA-CR-7372-01A	0 years, male, white, stage:Stage I, alive, 759 days	330.9
TCGA-BA-A8YP-01A	0 years, male, black or african american, stage:Stage IVB, alive, 499 days	330.4
TCGA-CN-6994-01A	0 years, male, white, stage:Stage IVA, alive, 1183 days	329.2
TCGA-CN-A63V-01A	0 years, male, white, stage:Stage IVA, alive, 679 days	323.5
TCGA-BA-4078-01A	0 years, male, white, stage:'--, dead, 276 days	323.1
TCGA-CR-7393-01A	0 years, male, white, stage:Stage III, alive, 993 days	322.2
TCGA-CV-7568-01A	0 years, female, white, stage:Stage IVA, dead, 927 days	317.5
TCGA-CR-7398-01A	0 years, female, white, stage:Stage II, alive, 156 days	316.9
TCGA-H7-A76A-01A	0 years, male, white, stage:'--, alive, 637 days	309.3
TCGA-CR-7383-01A	0 years, female, white, stage:Stage I, dead, 521 days	306.1
TCGA-CN-6018-01A	0 years, female, white, stage:Stage IVA, dead, 580 days	303.3
TCGA-CQ-A4CB-01A	0 years, male, stage:Stage III, alive, 893 days	299.9
TCGA-P3-A5Q6-01A	0 years, male, white, stage:Stage IVA, dead, 480 days	299.0
TCGA-CN-5370-01A	0 years, male, white, stage:Stage III, dead, 259 days	295.4
TCGA-CV-7178-01A	0 years, female, white, stage:Stage IVA, dead, 2166 days	294.1
TCGA-CV-7424-01A	0 years, male, asian, stage:Stage IVA, dead, 453 days	293.5
TCGA-CN-6020-01A	0 years, male, black or african american, stage:Stage III, dead, 205 days	292.4
TCGA-CR-6488-01A	0 years, female, white, stage:Stage II, alive, 379 days	290.3
TCGA-CV-6941-01A	0 years, male, white, stage:Stage III, dead, 342 days	289.8
TCGA-HD-7754-01A	0 years, male, white, stage:Stage IVA, alive, 783 days	287.8
TCGA-CQ-5334-01A	0 years, male, white, stage:Stage IVA, dead, 129 days	287.7
TCGA-CR-6477-01A	0 years, female, white, stage:'--, alive, 514 days	287.7
TCGA-CV-A45Y-01A	0 years, male, american indian or alaska native, stage:Stage IVA, dead, 2703 days	283.2
TCGA-CV-7254-01A	0 years, male, white, stage:Stage II, dead, 1459 days	281.3
TCGA-CQ-6227-01A	0 years, male, white, stage:Stage IVA, dead, 129 days	280.8
TCGA-P3-A5QA-01A	0 years, male, stage:Stage I, alive, 2182 days	280.3
TCGA-CR-7371-01A	0 years, female, white, stage:Stage III, dead, 94 days	278.6
TCGA-T3-A92M-01A	0 years, male, black or african american, stage:Stage IVA, alive, 417 days	278.4
TCGA-CV-7415-01A	0 years, male, white, stage:Stage IVA, dead, 695 days	277.1
TCGA-D6-6515-01A	0 years, female, white, stage:Stage II, dead, 403 days	276.6
TCGA-CR-7390-01A	0 years, male, white, stage:Stage IVA, alive, 1508 days	270.2
TCGA-CV-7263-01A	0 years, male, black or african american, stage:Stage II, dead, 560 days	268.8
TCGA-CQ-A4CG-01A	0 years, female, white, stage:Stage III, dead, 430 days	268.7
TCGA-DQ-5630-01A	0 years, male, white, stage:'--, alive, 1030 days	266.4
TCGA-CV-7438-01A	0 years, female, white, stage:Stage I, dead, 194 days	266.2
TCGA-CV-7413-01A	0 years, female, white, stage:Stage II, dead, 294 days	262.8
TCGA-CV-5434-01A	0 years, male, black or african american, stage:Stage IVA, dead, 3314 days	259.1
TCGA-CV-7102-01A	0 years, female, white, stage:Stage IVA, dead, 56 days	257.7
TCGA-CV-7261-01A	0 years, male, white, stage:Stage IVA, alive, 1512 days	257.6
TCGA-UF-A7JA-01A	0 years, female, white, stage:Stage IVA, alive, 2265 days	257.1
TCGA-IQ-A61J-01A	0 years, male, white, stage:Stage IVA, alive, 1021 days	255.8
TCGA-CV-7104-01A	0 years, female, white, stage:Stage IVA, dead, 393 days	252.9
TCGA-CV-7097-01A	0 years, male, white, stage:Stage II, dead, 385 days	252.8
TCGA-CQ-A4C7-01A	0 years, male, white, stage:Stage III, dead, 353 days	252.8
TCGA-CX-7219-01A	0 years, male, black or african american, stage:Stage IVA, alive, 1045 days	235.7
TCGA-UF-A7JH-01A	0 years, male, black or african american, stage:Stage IVA, alive, 896 days	235.3
TCGA-WA-A7H4-01A	0 years, male, white, stage:Stage II, alive, 443 days	233.1
TCGA-CV-7090-01A	0 years, male, white, stage:Stage II, alive, 5252 days	228.7
TCGA-CV-7429-01A	0 years, male, white, stage:Stage IVA, dead, 107 days	228.4
TCGA-CQ-5332-01A	0 years, male, white, stage:Stage III, dead, 317 days	226.1
TCGA-CQ-5329-01A	0 years, female, white, stage:Stage II, alive, 2143 days	223.4
TCGA-CV-A6JZ-01A	0 years, male, white, stage:Stage II, alive, 714 days	223.1
TCGA-CR-6484-01A	0 years, female, asian, stage:Stage IVA, alive, 354 days	222.1
TCGA-CR-7391-01A	0 years, female, white, stage:Stage I, alive, 913 days	219.2
TCGA-QK-A652-01A	0 years, male, white, stage:Stage III, alive, 645 days	217.6
TCGA-D6-8569-01A	0 years, male, white, stage:Stage II, alive, 770 days	217.4
TCGA-CV-5976-01A	0 years, male, white, stage:Stage IVA, alive, 1478 days	216.6
TCGA-BA-6870-01A	0 years, female, black or african american, stage:'--, dead, 451 days	213.0
TCGA-BB-A5HU-01A	0 years, male, white, stage:Stage IVA, alive, 782 days	211.4
TCGA-QK-A8ZB-01A	0 years, male, black or african american, stage:Stage IVA, alive, 542 days	211.1
TCGA-CN-4733-01A	0 years, male, white, stage:Stage III, alive, 1586 days	210.1
TCGA-D6-6826-01A	0 years, female, white, stage:Stage IVA, dead, 348 days	210.0
TCGA-CQ-6219-01A	0 years, female, white, stage:Stage IVA, dead, 479 days	209.9
TCGA-CN-4723-01A	0 years, male, white, stage:Stage IVA, alive, 1699 days	207.9
TCGA-CV-6950-01A	0 years, male, white, stage:Stage IVA, dead, 459 days	207.6
TCGA-QK-AA3K-01A	0 years, male, black or african american, stage:Stage IVA, alive, 253 days	207.1
TCGA-BA-A6DB-01A	0 years, female, white, stage:Stage I, alive, 216 days	206.0
TCGA-CQ-7069-01A	0 years, female, white, stage:Stage II, alive, 1274 days	203.9
TCGA-BA-5557-01A	0 years, female, stage:Stage III, alive, 623 days	200.7
TCGA-CR-7369-01A	0 years, male, white, stage:Stage IVA, dead, 1090 days	199.2
TCGA-CN-A49A-01A	0 years, male, white, stage:Stage IVB, dead, 526 days	196.4
TCGA-CR-7389-01A	0 years, male, black or african american, stage:'--, alive, 392 days	196.3
TCGA-BA-6873-01A	0 years, male, white, stage:Stage IVA, alive, 122 days	196.0
TCGA-CV-A468-01A	0 years, male, stage:Stage IVA, dead, 464 days	195.5
TCGA-D6-6825-01A	0 years, male, white, stage:Stage I, alive, 491 days	190.8
TCGA-CV-5435-01A	0 years, male, white, stage:Stage IVA, dead, 2319 days	190.8
TCGA-CR-6471-01A	0 years, male, white, stage:Stage IVA, dead, 1202 days	190.2
TCGA-CN-6022-01A	0 years, male, white, stage:Stage IVA, dead, 281 days	188.5
TCGA-CN-5356-01A	0 years, male, white, stage:Stage III, alive, 1409 days	188.2
TCGA-CV-7406-01A	0 years, male, white, stage:Stage II, dead, 1748 days	187.4
TCGA-CV-A6JD-01A	0 years, female, white, stage:'--, dead, 182 days	185.8
TCGA-DQ-7592-01A	0 years, male, american indian or alaska native, stage:'--, alive, 1143 days	185.1
TCGA-BA-5151-01A	0 years, male, white, stage:Stage IVA, alive, 722 days	184.7
TCGA-CV-6939-01A	0 years, male, white, stage:Stage IVA, dead, 666 days	183.2
TCGA-CV-7410-01A	0 years, male, white, stage:Stage III, dead, 6417 days	183.0
TCGA-CN-4722-01A	0 years, female, white, stage:Stage II, alive, 1483 days	182.1
TCGA-UF-A71B-01A	0 years, male, white, stage:Stage IVA, alive, 1506 days	180.9
TCGA-CR-7370-01A	0 years, female, white, stage:'--, alive, 105 days	178.3
TCGA-CV-6935-01A	0 years, male, white, stage:Stage IVA, dead, 295 days	178.2
TCGA-RS-A6TO-01A	0 years, female, white, stage:Stage IVA, dead, 387 days	178.2
TCGA-CR-7388-01A	0 years, female, white, stage:'--, dead, 823 days	175.5
TCGA-CN-6017-01A	0 years, male, white, stage:Stage IVA, dead, 853 days	175.1
TCGA-CN-A498-01A	0 years, female, white, stage:Stage III, dead, 773 days	174.4
TCGA-IQ-7631-01A	0 years, female, white, stage:Stage II, alive, 1172 days	174.2
TCGA-CV-6961-01A	0 years, male, white, stage:Stage II, dead, 76 days	173.0
TCGA-CV-A6JT-01A	0 years, male, white, stage:Stage II, alive, 852 days	171.5
TCGA-CV-6940-01A	0 years, female, white, stage:Stage III, dead, 804 days	170.7
TCGA-CQ-A4C9-01A	0 years, male, stage:Stage III, alive, 707 days	170.6
TCGA-CQ-5325-01A	0 years, male, white, stage:Stage I, dead, 654 days	170.0
TCGA-HD-A6HZ-01A	0 years, female, white, stage:Stage III, alive, 111 days	169.1
TCGA-CV-7236-01A	0 years, female, white, stage:Stage IVA, dead, 144 days	168.9
TCGA-BA-6872-01A	0 years, male, white, stage:'--, dead, 384 days	166.2
TCGA-CV-6960-01A	0 years, male, black or african american, stage:Stage III, dead, 862 days	166.0
TCGA-CR-7395-01A	0 years, female, white, stage:Stage II, alive, 930 days	163.5
TCGA-CR-7379-01A	0 years, female, white, stage:Stage IVA, alive, 1036 days	163.2
TCGA-CN-4736-01A	0 years, female, white, stage:'--, dead, 395 days	163.1
TCGA-D6-6517-01A	0 years, male, white, stage:Stage III, alive, 292 days	161.8
TCGA-HD-8224-01A	0 years, male, white, stage:Stage IVA, dead, 446 days	161.2
TCGA-WA-A7GZ-01A	0 years, male, white, stage:'--, dead, 625 days	160.3
TCGA-CN-A497-01A	0 years, male, stage:Stage III, alive, 1065 days	159.4
TCGA-CR-7364-01A	0 years, male, white, stage:Stage III, alive, 1435 days	158.6
TCGA-MT-A51X-01A	0 years, male, white, stage:Stage IVA, alive, 242 days	158.2
TCGA-CQ-A4CI-01A	0 years, male, white, stage:Stage III, alive, 950 days	157.8
TCGA-F7-A61W-01A	0 years, male, asian, stage:Stage IVA, alive, 14 days	157.3
TCGA-CN-5360-01A	0 years, male, white, stage:Stage IVA, alive, 2169 days	154.8
TCGA-CN-5363-01A	0 years, male, black or african american, stage:Stage IVB, dead, 253 days	153.5
TCGA-MT-A7BN-01A	0 years, male, white, stage:Stage IVA, alive, 469 days	152.5
TCGA-P3-A6T0-01A	0 years, female, white, stage:Stage IVA, alive, 578 days	152.1
TCGA-CV-A460-01A	0 years, male, white, stage:'--, dead, 1838 days	151.7
TCGA-F7-8489-01A	0 years, male, white, stage:Stage II, alive, 658 days	150.8
TCGA-CN-6996-01A	0 years, female, white, stage:Stage IVA, dead, 530 days	149.4
TCGA-BA-5559-01A	0 years, male, white, stage:'--, dead, 2083 days	147.0
TCGA-CV-5431-01A	0 years, male, white, stage:Stage IVA, dead, 522 days	146.3
TCGA-F7-8298-01A	0 years, male, white, stage:Stage I, alive, 995 days	145.9
TCGA-D6-A4ZB-01A	0 years, male, white, stage:Stage III, alive, 376 days	145.1
TCGA-D6-A74Q-01A	0 years, male, white, stage:Stage IVA, alive, 710 days	144.8
TCGA-CV-7238-01A	0 years, female, white, stage:Stage II, alive, 2727 days	143.0
TCGA-CV-7252-01A	0 years, female, black or african american, stage:Stage IVA, dead, 151 days	140.3
TCGA-CV-6952-01A	0 years, female, white, stage:Stage IVA, dead, 185 days	139.7
TCGA-CR-7394-01A	0 years, male, white, stage:Stage IVA, alive, 1346 days	138.4
TCGA-CV-7091-01A	0 years, male, white, stage:Stage I, alive, 3381 days	137.3
TCGA-H7-A6C4-01A	0 years, female, white, stage:Stage IVA, dead, 414 days	136.8
TCGA-CV-6954-01A	0 years, male, black or african american, stage:Stage IVA, dead, 2002 days	136.3
TCGA-DQ-5629-01A	0 years, male, white, stage:'--, dead, 941 days	135.3
TCGA-MT-A67D-01A	0 years, male, white, stage:Stage II, alive, 56 days	134.7
TCGA-CV-6942-01A	0 years, female, white, stage:Stage II, alive, 4282 days	134.1
TCGA-CR-6470-01A	0 years, male, white, stage:Stage II, alive, 1521 days	133.3
TCGA-CV-6945-01A	0 years, male, white, stage:Stage IVA, dead, 366 days	132.8
TCGA-HD-8635-01A	0 years, female, white, stage:Stage III, alive, 695 days	131.8
TCGA-CR-7380-01A	0 years, male, white, stage:Stage IVB, dead, 606 days	131.5
TCGA-CN-4725-01A	0 years, male, white, stage:Stage II, alive, 1157 days	131.2
TCGA-F7-7848-01A	0 years, male, white, stage:Stage IVA, alive, 1131 days	129.4
TCGA-CN-4729-01A	0 years, male, white, stage:Stage III, alive, 392 days	127.3
TCGA-CV-5970-01A	0 years, male, white, stage:Stage IVA, dead, 406 days	126.7
TCGA-CV-A45V-01A	0 years, female, white, stage:Stage IVA, dead, 32 days	126.3
TCGA-CV-6959-01A	0 years, male, white, stage:Stage III, dead, 256 days	126.0
TCGA-CV-A45R-01A	0 years, male, white, stage:Stage III, alive, 5480 days	125.9
TCGA-F7-A50I-01A	0 years, male, white, stage:Stage IVA, alive, 92 days	125.9
TCGA-UF-A718-01A	0 years, male, white, stage:Stage IVA, alive, 1971 days	125.6
TCGA-KU-A6H8-01A	0 years, male, white, stage:Stage IVA, dead, 327 days	125.1
TCGA-DQ-5631-01A	0 years, male, white, stage:'--, dead, 548 days	124.0
TCGA-CN-6010-01A	0 years, male, white, stage:Stage IVA, alive, 1523 days	123.2
TCGA-CQ-6228-01A	0 years, female, white, stage:Stage IVA, dead, 456 days	122.3
TCGA-CN-6021-01A	0 years, female, white, stage:'--, dead, 276 days	122.2
TCGA-QK-A64Z-01A	0 years, female, white, stage:Stage IVA, dead, 641 days	120.7
TCGA-D6-6823-01A	0 years, male, white, stage:Stage II, alive, 701 days	119.7
TCGA-P3-A6T5-01A	0 years, female, white, stage:Stage IVA, dead, 882 days	118.8
TCGA-CN-4734-01A	0 years, male, white, stage:Stage II, alive, 1690 days	118.5
TCGA-CX-7082-01A	0 years, male, white, stage:Stage IVA, dead, 11 days	118.3
TCGA-CV-7247-01A	0 years, male, white, stage:Stage III, dead, 577 days	117.3
TCGA-D6-A4Z9-01A	0 years, male, white, stage:Stage IVA, alive, 539 days	116.2
TCGA-CN-5369-01A	0 years, female, white, stage:Stage IVA, dead, 1 days	115.5
TCGA-CQ-A4CH-01A	0 years, male, asian, stage:Stage II, dead, 379 days	115.1
TCGA-CV-6951-01A	0 years, male, white, stage:Stage IVA, dead, 915 days	114.8
TCGA-CN-6992-01A	0 years, male, white, stage:Stage IVA, alive, 1066 days	114.3
TCGA-CQ-7065-01A	0 years, male, asian, stage:Stage II, alive, 1628 days	114.2
TCGA-CV-7245-01A	0 years, male, white, stage:Stage IVA, alive, 797 days	113.6
TCGA-CQ-6218-01A	0 years, female, white, stage:Stage IVA, alive, 1253 days	113.6
TCGA-CR-5243-01A	0 years, male, white, stage:'--, alive, 2562 days	113.2
TCGA-H7-8502-01A	0 years, male, white, stage:Stage IVA, alive, 458 days	110.7
TCGA-CQ-7071-01A	0 years, female, white, stage:Stage III, alive, 1311 days	110.4
TCGA-CN-6024-01A	0 years, male, white, stage:Stage IVA, dead, 337 days	110.4
TCGA-CV-7414-01A	0 years, male, white, stage:Stage IVA, dead, 14 days	110.3
TCGA-CV-7446-01A	0 years, male, white, stage:Stage IVA, dead, 1093 days	109.6
TCGA-D6-A6EP-01A	0 years, male, white, stage:Stage III, alive, 424 days	109.5
TCGA-CN-6997-01A	0 years, male, white, stage:Stage IVA, dead, 988 days	109.5
TCGA-CN-5366-01A	0 years, male, white, stage:Stage IVA, dead, 360 days	108.2
TCGA-T2-A6X2-01A	0 years, male, white, stage:Stage III, alive, 987 days	105.2
TCGA-CV-6937-01A	0 years, male, white, stage:Stage II, dead, 624 days	103.4
TCGA-CQ-5326-01A	0 years, male, white, stage:Stage IVA, dead, 89 days	103.1
TCGA-CV-5436-01A	0 years, male, stage:Stage IVA, dead, 584 days	100.7
TCGA-CN-6012-01A	0 years, male, white, stage:Stage IVA, alive, 1460 days	100.6
TCGA-CV-7248-01A	0 years, female, black or african american, stage:Stage IVA, dead, 521 days	100.5
TCGA-CV-7411-01A	0 years, female, white, stage:Stage IVA, dead, 2717 days	100.3
TCGA-D6-A6EQ-01A	0 years, male, white, stage:Stage IVA, alive, 368 days	99.2
TCGA-CR-6472-01A	0 years, male, white, stage:'--, alive, 1050 days	98.5
TCGA-CN-4727-01A	0 years, male, white, stage:Stage IVA, alive, 1560 days	98.3
TCGA-UF-A7JC-01A	0 years, male, white, stage:Stage IVA, dead, 546 days	98.2
TCGA-IQ-7630-01A	0 years, male, white, stage:Stage II, alive, 485 days	96.8
TCGA-CQ-6229-01A	0 years, male, white, stage:Stage II, alive, 1179 days	96.7
TCGA-CV-6933-01A	0 years, male, white, stage:Stage III, dead, 2741 days	96.3
TCGA-CQ-5324-01A	0 years, male, white, stage:Stage III, alive, 1593 days	96.2
TCGA-UF-A71E-01A	0 years, male, white, stage:Stage IVA, dead, 1504 days	95.0
TCGA-CV-5966-01A	0 years, female, white, stage:Stage IVA, dead, 545 days	94.9
TCGA-BA-5152-01A	0 years, male, white, stage:Stage IVA, alive, 1288 days	94.8
TCGA-CR-7374-01A	0 years, female, white, stage:'--, alive, 30 days	94.7
TCGA-P3-A6T7-01A	0 years, male, white, stage:Stage IVA, dead, 487 days	91.1
TCGA-CR-6478-01A	0 years, female, white, stage:'--, dead, 183 days	91.0
TCGA-BA-A6DI-01A	0 years, male, black or african american, stage:'--, dead, 336 days	90.3
TCGA-CN-4738-01A	0 years, male, white, stage:Stage IVA, dead, 436 days	88.2
TCGA-CN-A63T-01A	0 years, male, white, stage:Stage IVA, alive, 225 days	88.0
TCGA-BA-A6DD-01A	0 years, male, black or african american, stage:Stage IVA, dead, 173 days	87.6
TCGA-BA-A6DJ-01A	0 years, male, asian, stage:Stage IVA, dead, 407 days	87.3
TCGA-CV-7423-01A	0 years, male, white, stage:Stage II, dead, 3059 days	87.2
TCGA-UF-A71A-01A	0 years, male, white, stage:Stage IVA, dead, 86 days	86.8
TCGA-CV-5432-01A	0 years, male, white, stage:Stage III, alive, 3930 days	86.6
TCGA-IQ-A61H-01A	0 years, male, white, stage:Stage II, alive, 1138 days	86.2
TCGA-HD-8314-01A	0 years, male, white, stage:Stage III, alive, 670 days	86.1
TCGA-F7-A50J-01A	0 years, female, white, stage:Stage III, alive, 947 days	85.0
TCGA-BA-A4II-01A	0 years, male, white, stage:Stage II, alive, 918 days	84.9
TCGA-CQ-A4C6-01A	0 years, male, asian, stage:Stage II, alive, 1353 days	84.6
TCGA-CV-7099-01A	0 years, female, white, stage:Stage II, dead, 243 days	84.3
TCGA-BB-4217-01A	0 years, male, black or african american, stage:Stage IVA, alive, 187 days	84.1
TCGA-CV-7428-01A	0 years, male, white, stage:Stage IVA, dead, 1671 days	82.4
TCGA-CR-7399-01A	0 years, female, white, stage:Stage IVA, alive, 181 days	82.3
TCGA-P3-A6SX-01A	0 years, male, white, stage:Stage III, dead, 1430 days	81.3
TCGA-CQ-5331-01A	0 years, female, white, stage:'--, alive, 1399 days	81.1
TCGA-BA-5556-01A	0 years, female, white, stage:Stage II, alive, 725 days	80.5
TCGA-CN-5364-01A	0 years, male, white, stage:Stage IVA, dead, 493 days	80.2
TCGA-CV-7255-01A	0 years, female, white, stage:Stage IVA, dead, 64 days	80.0
TCGA-C9-A47Z-01A	0 years, female, asian, stage:Stage III, dead, 191 days	79.1
TCGA-CV-A45W-01A	0 years, male, white, stage:Stage II, dead, 1398 days	78.2
TCGA-F7-A61S-01A	0 years, male, white, stage:Stage III, alive, 576 days	77.9
TCGA-BB-A6UO-01A	0 years, female, white, stage:Stage IVA, dead, 268 days	77.5
TCGA-CN-4739-01A	0 years, male, white, stage:Stage IVA, dead, 1394 days	77.2
TCGA-CV-7422-01A	0 years, female, white, stage:Stage IVA, dead, 1037 days	76.7
TCGA-CV-A45T-01A	0 years, female, white, stage:'--, dead, 4856 days	75.4
TCGA-CV-A461-01A	0 years, male, white, stage:'--, dead, 2064 days	73.9
TCGA-CN-4726-01A	0 years, male, white, stage:Stage IVA, dead, 142 days	72.9
TCGA-BA-7269-01A	0 years, male, white, stage:Stage III, alive, 1273 days	72.7
TCGA-QK-A6VB-01A	0 years, male, white, stage:Stage IVA, alive, 641 days	72.0
TCGA-CV-7100-01A	0 years, male, white, stage:Stage III, dead, 274 days	71.8
TCGA-CR-7402-01A	0 years, male, white, stage:'--, alive, 911 days	71.8
TCGA-KU-A66S-01A	0 years, female, white, stage:Stage III, dead, 406 days	71.6
TCGA-P3-A6T3-01A	0 years, male, white, stage:Stage IVA, dead, 577 days	70.9
TCGA-CR-7404-01A	0 years, male, white, stage:'--, alive, 1472 days	70.7
TCGA-KU-A66T-01A	0 years, female, white, stage:Stage IVA, alive, 552 days	70.6
TCGA-CR-6492-01A	0 years, male, white, stage:Stage III, alive, 479 days	70.5
TCGA-CN-A6V6-01A	0 years, male, white, stage:Stage IVA, alive, 635 days	70.4
TCGA-IQ-A61E-01A	0 years, female, white, stage:Stage III, alive, 1147 days	70.2
TCGA-F7-A50G-01A	0 years, male, white, stage:Stage III, alive, 616 days	69.8
TCGA-CV-6003-01A	0 years, female, white, stage:Stage III, alive, 1665 days	68.7
TCGA-CR-5250-01A	0 years, male, white, stage:'--, alive, 799 days	68.6
TCGA-DQ-5625-01A	0 years, female, white, stage:'--, dead, 1133 days	68.5
TCGA-BA-5558-01A	0 years, male, white, stage:'--, alive, 1995 days	68.5
TCGA-BA-A4IF-01A	0 years, male, white, stage:'--, alive, 895 days	68.4
TCGA-CR-7373-01A	0 years, male, white, stage:Stage IVA, alive, 889 days	68.3
TCGA-H7-8501-01A	0 years, male, white, stage:Stage IVA, alive, 461 days	68.1
TCGA-CV-A45Z-01A	0 years, male, white, stage:'--, dead, 1466 days	67.8
TCGA-D6-6516-01A	0 years, male, white, stage:Stage I, alive, 773 days	67.5
TCGA-QK-A6IG-01A	0 years, male, white, stage:Stage III, dead, 222 days	67.5
TCGA-BB-A5HY-01A	0 years, male, white, stage:Stage IVA, dead, 321 days	67.2
TCGA-CQ-7068-01A	0 years, female, white, stage:Stage II, alive, 1309 days	66.3
TCGA-UF-A7JO-01A	0 years, female, white, stage:Stage IVA, dead, 631 days	66.1
TCGA-BA-A4IH-01A	0 years, male, white, stage:'--, alive, 622 days	65.3
TCGA-CV-7101-01A	0 years, male, white, stage:Stage II, dead, 160 days	64.9
TCGA-DQ-7588-01A	0 years, male, white, stage:'--, dead, 427 days	64.7
TCGA-CR-6482-01A	0 years, male, black or african american, stage:'--, alive, 345 days	64.4
TCGA-UF-A7JT-01A	0 years, female, white, stage:Stage IVA, dead, 993 days	64.2
TCGA-CN-6995-01A	0 years, male, white, stage:Stage IVA, dead, 112 days	63.4
TCGA-CV-A6K2-01A	0 years, male, white, stage:Stage IVA, dead, 317 days	63.1
TCGA-UP-A6WW-01A	0 years, male, white, stage:'--, alive, 518 days	62.8
TCGA-IQ-A6SH-01A	0 years, male, black or african american, stage:Stage III, alive, 471 days	62.7
TCGA-CV-A45U-01A	0 years, male, white, stage:Stage IVA, dead, 1079 days	62.7
TCGA-CV-5430-01A	0 years, male, white, stage:Stage IVA, alive, 4241 days	62.6
TCGA-CQ-7063-01A	0 years, female, white, stage:Stage I, alive, 2133 days	62.4
TCGA-BA-5153-01A	0 years, male, white, stage:'--, dead, 1762 days	62.2
TCGA-HD-A4C1-01A	0 years, female, black or african american, stage:Stage IVA, alive, 11 days	61.5
TCGA-QK-A8Z7-01A	0 years, male, black or african american, stage:Stage IVA, alive, 392 days	61.3
TCGA-CN-4741-01A	0 years, male, white, stage:Stage IVA, alive, 2239 days	61.1
TCGA-CN-4731-01A	0 years, female, white, stage:Stage IVA, dead, 998 days	60.2
TCGA-BA-4075-01A	0 years, male, black or african american, stage:Stage III, dead, 283 days	59.9
TCGA-CQ-5323-01A	0 years, male, white, stage:Stage I, alive, 1466 days	59.7
TCGA-HD-7832-01A	0 years, male, white, stage:Stage IVA, alive, 836 days	59.1
TCGA-QK-A6VC-01A	0 years, female, black or african american, stage:Stage IVA, alive, 600 days	58.9
TCGA-BA-5555-01A	0 years, male, black or african american, stage:Stage IVA, alive, 520 days	58.2
TCGA-CV-7183-01A	0 years, male, white, stage:Stage II, alive, 3981 days	58.1
TCGA-CN-4735-01A	0 years, male, white, stage:Stage IVA, alive, 1737 days	57.6
TCGA-QK-A6IH-01A	0 years, female, white, stage:Stage IVB, alive, 653 days	56.9
TCGA-F7-A620-01A	0 years, male, white, stage:Stage III, alive, 543 days	55.6
TCGA-CN-5367-01A	0 years, female, white, stage:Stage IVA, dead, 352 days	55.1
TCGA-CR-7368-01A	0 years, male, white, stage:Stage IVA, alive, 1245 days	54.7
TCGA-P3-A6T4-01A	0 years, male, white, stage:Stage IVA, dead, 62 days	54.2
TCGA-D6-6827-01A	0 years, female, white, stage:Stage I, alive, 568 days	54.2
TCGA-CR-6493-01A	0 years, male, black or african american, stage:Stage IVA, dead, 282 days	53.6
TCGA-HD-A633-01A	0 years, male, white, stage:Stage IVA, alive, 421 days	53.5
TCGA-CN-6988-01A	0 years, male, white, stage:Stage IVA, alive, 318 days	53.3
TCGA-CV-6936-01A	0 years, male, white, stage:Stage IVA, dead, 166 days	53.1
TCGA-CV-7437-01A	0 years, male, stage:Stage II, dead, 506 days	52.9
TCGA-CQ-6223-01A	0 years, male, white, stage:Stage II, alive, 1428 days	52.1
TCGA-BB-A5HZ-01A	0 years, male, white, stage:Stage IVA, alive, 827 days	50.9
TCGA-CV-A6JU-01A	0 years, female, white, stage:Stage IVB, alive, 110 days	50.8
TCGA-F7-A623-01A	0 years, male, white, stage:Stage IVA, alive, 616 days	50.4
TCGA-CN-A49B-01A	0 years, male, white, stage:Stage III, alive, 904 days	49.9
TCGA-CV-7430-01A	0 years, male, white, stage:Stage IVA, dead, 495 days	49.5
TCGA-BB-4228-01A	0 years, male, white, stage:Stage III, alive, 559 days	49.4
TCGA-T2-A6X0-01A	0 years, male, white, stage:'--, alive, 216 days	49.4
TCGA-CV-7440-01A	0 years, male, white, stage:Stage II, dead, 675 days	49.3
TCGA-CV-7407-01A	0 years, female, white, stage:Stage II, dead, 1081 days	49.1
TCGA-CV-A6JE-01A	0 years, male, white, stage:'--, alive, 1075 days	48.7
TCGA-D6-A6EO-01A	0 years, male, white, stage:Stage IVA, alive, 759 days	48.7
TCGA-CV-5443-01A	0 years, male, black or african american, stage:Stage III, alive, 2784 days	48.2
TCGA-HD-8634-01A	0 years, female, white, stage:Stage I, dead, 385 days	47.9
TCGA-CR-5249-01A	0 years, female, white, stage:Stage II, alive, 1152 days	47.8
TCGA-BA-A6D8-01A	0 years, male, black or african american, stage:Stage IVA, alive, 850 days	47.7
TCGA-CV-5441-01A	0 years, male, white, stage:Stage IVA, alive, 2886 days	47.2
TCGA-CN-6013-01A	0 years, male, white, stage:Stage IVA, dead, 727 days	47.2
TCGA-CN-A6V3-01A	0 years, male, white, stage:Stage IVA, alive, 742 days	46.8
TCGA-CV-7180-01A	0 years, male, white, stage:Stage II, dead, 327 days	46.5
TCGA-BA-4076-01A	0 years, male, white, stage:'--, dead, 415 days	46.2
TCGA-CV-7434-01A	0 years, male, white, stage:Stage IVA, dead, 218 days	46.1
TCGA-HL-7533-01A	0 years, male, white, stage:'--, alive, 1057 days	46.0
TCGA-CR-6487-01A	0 years, male, white, stage:Stage I, alive, 234 days	45.1
TCGA-CR-6491-01A	0 years, male, black or african american, stage:Stage IVA, alive, 693 days	45.1
TCGA-BA-6869-01A	0 years, male, white, stage:Stage III, alive, 644 days	45.0
TCGA-MT-A67F-01A	0 years, female, white, stage:Stage IVA, alive, 384 days	44.7
TCGA-IQ-A6SG-01A	0 years, female, white, stage:Stage III, alive, 579 days	43.2
TCGA-CV-5977-01A	0 years, male, white, stage:Stage IVA, alive, 1840 days	42.7
TCGA-BA-4074-01A	0 years, male, white, stage:Stage IVA, dead, 462 days	41.3
TCGA-CQ-6220-01A	0 years, male, white, stage:Stage III, dead, 985 days	41.3
TCGA-CQ-5327-01A	0 years, female, asian, stage:Stage IVA, alive, 1660 days	41.2
TCGA-CV-A6JN-01A	0 years, male, white, stage:'--, alive, 906 days	41.2
TCGA-CX-A4AQ-01A	0 years, male, white, stage:Stage IVA, alive, 1555 days	40.6
TCGA-CQ-6222-01A	0 years, male, white, stage:Stage IVA, alive, 2016 days	40.6
TCGA-CN-6011-01A	0 years, male, white, stage:Stage IVA, alive, 933 days	40.4
TCGA-CQ-A4CE-01A	0 years, female, stage:Stage II, alive, 897 days	40.2
TCGA-P3-A6T2-01A	0 years, male, white, stage:Stage IVA, alive, 2298 days	38.9
TCGA-CV-5440-01A	0 years, male, white, stage:Stage IVA, alive, 3270 days	38.4
TCGA-CV-7095-01A	0 years, female, stage:Stage II, dead, 572 days	38.3
TCGA-MZ-A6I9-01A	0 years, male, white, stage:'--, dead, 489 days	38.0
TCGA-CR-6481-01A	0 years, male, white, stage:'--, alive, 311 days	37.5
TCGA-CV-A465-01A	0 years, male, white, stage:Stage III, dead, 215 days	37.3
TCGA-T3-A92N-01A	0 years, male, black or african american, stage:Stage IVA, dead, 95 days	37.3
TCGA-UF-A7JF-01A	0 years, male, white, stage:Stage IVA, alive, 1686 days	37.3
TCGA-P3-A6SW-01A	0 years, male, white, stage:Stage IVB, alive, 1120 days	37.2
TCGA-CV-7242-01A	0 years, female, white, stage:Stage II, alive, 1095 days	36.0
TCGA-CN-5365-01A	0 years, male, white, stage:Stage IVB, dead, 351 days	35.8
TCGA-BA-A6DE-01A	0 years, female, white, stage:Stage II, alive, 440 days	35.6
TCGA-BA-A4IG-01A	0 years, male, white, stage:'--, alive, 855 days	35.4
TCGA-CV-7425-01A	0 years, female, white, stage:Stage III, dead, 1718 days	35.3
TCGA-QK-A6IF-01A	0 years, male, white, stage:'--, alive, 704 days	34.9
TCGA-QK-AA3J-01A	0 years, male, black or african american, stage:Stage I, alive, 466 days	34.3
TCGA-CN-A499-01A	0 years, female, white, stage:Stage II, alive, 717 days	34.1
TCGA-CN-A642-01A	0 years, male, white, stage:Stage IVB, dead, 82 days	33.9
TCGA-CN-6023-01A	0 years, male, white, stage:Stage IVA, alive, 1584 days	33.8
TCGA-T2-A6WZ-01A	0 years, male, white, stage:'--, dead, 484 days	33.8
TCGA-UF-A71D-01A	0 years, female, white, stage:Stage IVA, alive, 1461 days	33.8
TCGA-CV-A6JM-01A	0 years, male, white, stage:'--, dead, 194 days	33.7
TCGA-QK-A8Z8-01A	0 years, female, black or african american, stage:Stage IVC, dead, 171 days	32.9
TCGA-CV-A6K1-01A	0 years, male, white, stage:Stage IVA, alive, 685 days	32.6
TCGA-CV-7427-01A	0 years, female, white, stage:Stage II, dead, 4760 days	32.5
TCGA-CR-7385-01A	0 years, male, white, stage:'--, alive, 997 days	32.1
TCGA-CV-7432-01A	0 years, male, white, stage:Stage II, dead, 2570 days	31.7
TCGA-CQ-A4CD-01A	0 years, male, white, stage:Stage IVA, alive, 1022 days	31.3
TCGA-TN-A7HI-01A	0 years, male, white, stage:Stage IVA, alive, 412 days	30.4
TCGA-TN-A7HJ-01A	0 years, male, white, stage:Stage IVA, alive, 403 days	30.2
TCGA-CV-5439-01A	0 years, male, white, stage:Stage IVA, dead, 546 days	30.0
TCGA-CV-7418-01A	0 years, male, black or african american, stage:Stage IVA, dead, 789 days	29.0
TCGA-CV-A45X-01A	0 years, male, white, stage:Stage IVA, dead, 198 days	28.9
TCGA-UF-A7JV-01A	0 years, female, white, stage:Stage IVA, dead, 90 days	28.1
TCGA-HD-7229-01A	0 years, male, white, stage:Stage IVA, alive, 1027 days	27.7
TCGA-CN-A641-01A	0 years, male, white, stage:Stage IVA, alive, 367 days	27.3
TCGA-D6-A6EM-01A	0 years, female, white, stage:Stage III, alive, 232 days	26.4
TCGA-BA-A6DL-01A	0 years, male, white, stage:'--, alive, 623 days	25.3
TCGA-CN-6998-01A	0 years, male, white, stage:Stage IVA, dead, 357 days	25.0
TCGA-UF-A719-01A	0 years, male, stage:Stage II, alive, 1663 days	24.9
TCGA-MZ-A5BI-01A	0 years, male, white, stage:'--, dead, 217 days	24.5
TCGA-P3-A5Q5-01A	0 years, male, white, stage:Stage IVA, alive, 910 days	24.5
TCGA-CV-A6JY-01A	0 years, male, white, stage:Stage IVA, alive, 646 days	24.1
TCGA-MT-A51W-01A	0 years, female, white, stage:Stage I, alive, 437 days	23.9
TCGA-CR-6480-01A	0 years, male, white, stage:'--, alive, 362 days	23.8
TCGA-P3-A5QF-01A	0 years, male, white, stage:Stage IVA, dead, 330 days	23.7
TCGA-CN-A63W-01A	0 years, female, white, stage:Stage IVA, dead, 377 days	23.6
TCGA-CV-A45P-01A	0 years, female, white, stage:Stage I, alive, 639 days	23.5
TCGA-CX-7086-01A	0 years, male, black or african american, stage:Stage III, alive, 573 days	23.5
TCGA-CV-6962-01A	0 years, male, white, stage:Stage IVA, dead, 126 days	23.1
TCGA-CV-7250-01A	0 years, male, white, stage:Stage IVA, dead, 2900 days	22.0
TCGA-CV-6948-01A	0 years, female, white, stage:Stage IVB, dead, 1289 days	21.6
TCGA-C9-A480-01A	0 years, female, asian, stage:Stage III, alive, 386 days	21.4
TCGA-CR-6473-01A	0 years, male, white, stage:'--, alive, 1125 days	21.2
TCGA-CV-A463-01A	0 years, female, white, stage:Stage IVA, dead, 23 days	20.9
TCGA-CN-5374-01A	0 years, female, white, stage:Stage IVA, dead, 1732 days	20.7
TCGA-F7-A61V-01A	0 years, male, white, stage:Stage II, alive, 759 days	20.2
TCGA-CV-6953-01A	0 years, female, white, stage:Stage III, dead, 1641 days	20.2
TCGA-BA-A6DA-01A	0 years, female, white, stage:Stage IVA, alive, 351 days	20.1
TCGA-D6-A6EK-01A	0 years, male, white, stage:Stage III, alive, 875 days	19.9
TCGA-CN-A49C-01A	0 years, male, white, stage:'--, alive, 645 days	19.7
TCGA-CV-6938-01A	0 years, male, white, stage:Stage II, dead, 144 days	19.4
TCGA-CV-7089-01A	0 years, male, white, stage:Stage IVA, dead, 1972 days	18.8
TCGA-CQ-6225-01A	0 years, male, white, stage:Stage III, dead, 403 days	18.7
TCGA-P3-A5QE-01A	0 years, male, white, stage:Stage III, alive, 1559 days	18.5
TCGA-IQ-7632-01A	0 years, female, white, stage:Stage IVA, alive, 441 days	18.3
TCGA-CQ-5333-01A	0 years, male, white, stage:Stage II, dead, 341 days	18.0
TCGA-DQ-7591-01A	0 years, male, white, stage:'--, alive, 622 days	16.9
TCGA-KU-A6H7-01A	0 years, female, white, stage:Stage IVA, alive, 586 days	16.7
TCGA-TN-A7HL-01A	0 years, male, white, stage:Stage IVA, alive, 619 days	16.6
TCGA-QK-A6IJ-01A	0 years, male, white, stage:Stage III, alive, 387 days	16.3
TCGA-D6-A6EN-01A	0 years, male, white, stage:Stage III, alive, 687 days	15.8
TCGA-BB-4227-01A	0 years, male, white, stage:Stage IVA, alive, 134 days	15.8
TCGA-BB-4225-01A	0 years, male, white, stage:'--, alive, 146 days	15.5
TCGA-CR-6467-01A	0 years, male, white, stage:Stage III, alive, 1777 days	14.9
TCGA-CN-4730-01A	0 years, male, white, stage:Stage IVA, alive, 817 days	14.8
TCGA-HD-A6I0-01A	0 years, male, white, stage:Stage IVA, alive, 210 days	14.3
TCGA-BB-A6UM-01A	0 years, male, white, stage:Stage III, alive, 393 days	14.0
TCGA-MT-A67A-01A	0 years, female, white, stage:Stage I, alive, 914 days	13.9
TCGA-CR-5248-01A	0 years, male, white, stage:'--, alive, 1663 days	13.8
TCGA-QK-A8ZA-01A	0 years, male, black or african american, stage:'--, dead, 371 days	13.7
TCGA-CV-A45O-01A	0 years, male, white, stage:'--, alive, 851 days	13.4
TCGA-CN-A63U-01A	0 years, male, white, stage:Stage IVA, alive, 964 days	12.9
TCGA-T2-A6WX-01A	0 years, female, white, stage:'--, dead, 209 days	12.8
TCGA-BB-8601-01A	0 years, male, black or african american, stage:Stage III, alive, 624 days	12.6
TCGA-MZ-A7D7-01A	0 years, male, white, stage:Stage IVA, alive, 547 days	12.5
TCGA-BB-4223-01A	0 years, male, white, stage:Stage IVA, alive, 3221 days	12.3
TCGA-CV-6955-01A	0 years, female, white, stage:Stage II, dead, 334 days	12.1
TCGA-CV-6433-01A	0 years, male, white, stage:Stage II, alive, 641 days	11.4
TCGA-P3-A6T6-01A	0 years, male, white, stage:Stage IVA, dead, 395 days	10.7
TCGA-CV-7253-01A	0 years, male, black or african american, stage:Stage IVA, dead, 361 days	10.5
TCGA-H7-7774-01A	0 years, female, white, stage:Stage IVA, alive, 407 days	10.5
TCGA-QK-A6V9-01A	0 years, male, white, stage:Stage II, alive, 833 days	10.2
TCGA-F7-A622-01A	0 years, male, white, stage:Stage III, dead, 359 days	9.7
TCGA-RS-A6TP-01A	0 years, male, white, stage:Stage II, alive, 516 days	9.5
TCGA-UF-A7JS-01A	0 years, male, white, stage:Stage IVA, dead, 680 days	9.3
TCGA-CV-6436-01A	0 years, male, white, stage:Stage IVA, alive, 1899 days	9.2
TCGA-BB-4224-01A	0 years, male, white, stage:Stage IVA, alive, 278 days	9.1
TCGA-IQ-A61G-01A	0 years, male, white, stage:Stage IVA, alive, 360 days	8.8
TCGA-D6-A6ES-01A	0 years, male, white, stage:Stage IVA, alive, 389 days	6.6
TCGA-IQ-A61I-01A	0 years, male, black or african american, stage:Stage IVA, dead, 2 days	6.4
TCGA-CN-A6UY-01A	0 years, male, white, stage:Stage IVA, alive, 713 days	6.1
TCGA-CN-A6V7-01A	0 years, male, white, stage:Stage IVA, alive, 594 days	6.1
TCGA-CV-6441-01A	0 years, male, white, stage:Stage III, dead, 292 days	4.9
TCGA-QK-A6II-01A	0 years, male, white, stage:Stage IVA, dead, 284 days	4.4
TCGA-HD-A634-01A	0 years, male, white, stage:Stage IVA, dead, 130 days	4.0
TCGA-CV-5442-01A	0 years, female, white, stage:Stage IVA, alive, 2327 days	3.8
TCGA-CV-A45Q-01A	0 years, female, white, stage:'--, dead, 5152 days	3.1
TCGA-F7-A624-01A	0 years, male, white, stage:Stage II, alive, 378 days	2.1
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HEAD AND NECK SQUAMOUS CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

183

Samples

Sample ID	Sample type	nRPX
CPT0245550003	Tumor	1.6
CPT0008930003	Tumor	1.6
CPT0169890003	Tumor	1.5
CPT0169730003	Tumor	1.4
CPT0245130003	Tumor	1.3
CPT0245400003	Tumor	1.2
CPT0163340003	Tumor	1.2
CPT0226340003	Tumor	1.1
CPT0199820003	Tumor	1.1
CPT0199710003	Normal	1.0
CPT0123260003	Tumor	1.0
CPT0094560004	Tumor	0.9
CPT0235470002	Normal	0.8
CPT0094420004	Tumor	0.8
CPT0194250003	Tumor	0.7
CPT0163530003	Tumor	0.7
CPT0013210004	Tumor	0.7
CPT0237620004	Tumor	0.7
CPT0245140003	Normal	0.6
CPT0177710003	Tumor	0.6
CPT0245350003	Tumor	0.6
CPT0008960003	Normal	0.6
CPT0244890004	Tumor	0.6
CPT0250310003	Tumor	0.6
CPT0162890003	Tumor	0.6
CPT0163090003	Tumor	0.6
CPT0011130005	Tumor	0.5
CPT0008520008	Tumor	0.5
CPT0013250003	Normal	0.5
CPT0013430003	Tumor	0.5
CPT0196040003	Tumor	0.5
CPT0095040003	Tumor	0.5
CPT0194960003	Tumor	0.5
CPT0163480003	Tumor	0.4
CPT0241980004	Tumor	0.4
CPT0094350004	Tumor	0.4
CPT0013030003	Normal	0.4
CPT0163840003	Tumor	0.3
CPT0245300003	Tumor	0.3
CPT0088010003	Normal	0.3
CPT0194260003	Normal	0.3
CPT0261520003	Tumor	0.3
CPT0256560003	Tumor	0.3
CPT0094280004	Tumor	0.3
CPT0245010003	Tumor	0.2
CPT0011320003	Normal	0.2
CPT0196060003	Normal	0.2
CPT0011290003	Tumor	0.2
CPT0245730003	Tumor	0.2
CPT0176770003	Tumor	0.2
C3N-04279-05	Normal	0.2
CPT0243090003	Tumor	0.2
CPT0226270003	Normal	0.2
CPT0024810003	Tumor	0.2
CPT0223450003	Tumor	0.2
CPT0177390003	Tumor	0.2
CPT0123180003	Tumor	0.2
CPT0162940003	Tumor	0.2
CPT0190860003	Normal	0.2
CPT0226090003	Normal	0.2
CPT0169920003	Normal	0.2
CPT0246620003	Tumor	0.2
CPT0220620003	Normal	0.2
CPT0222360003	Tumor	0.1
CPT0237150003	Normal	0.1
CPT0245060004	Tumor	0.1
CPT0162990004	Tumor	0.1
CPT0207870004	Tumor	0.1
CPT0127050003	Tumor	0.1
CPT0199880003	Tumor	0.1
CPT0088080003	Normal	0.1
CPT0013130003	Tumor	0.1
CPT0226030003	Tumor	0.1
CPT0237130004	Tumor	0.1
CPT0163790003	Tumor	0.1
CPT0245190003	Normal	0.1
CPT0245600003	Tumor	0.1
CPT0196210003	Tumor	0.0
CPT0195880003	Normal	0.0
CPT0201830004	Tumor	0.0
CPT0246590003	Tumor	0.0
CPT0194420003	Tumor	0.0
CPT0242000004	Normal	0.0
CPT0169640003	Tumor	0.0
CPT0163020003	Normal	0.0
CPT0013460003	Normal	0.0
CPT0195860003	Tumor	0.0
CPT0278700002	Normal	0.0
CPT0195680003	Tumor	0.0
CPT0201860004	Normal	0.0
CPT0235460003	Tumor	0.0
CPT0084650004	Normal	0.0
CPT0013000004	Tumor	0.0
CPT0184530003	Tumor	-0.1
CPT0226450003	Normal	-0.1
CPT0223460003	Normal	-0.1
CPT0194800003	Normal	-0.1
CPT0199830003	Normal	-0.1
CPT0248520003	Tumor	-0.1
CPT0190850003	Tumor	-0.1
C3N-01758-04	Normal	-0.1
CPT0245460003	Normal	-0.2
CPT0222200003	Normal	-0.2
CPT0246670003	Tumor	-0.2
CPT0195700003	Normal	-0.2
CPT0243140004	Normal	-0.2
CPT0223970003	Tumor	-0.2
CPT0237480004	Tumor	-0.2
CPT0199700003	Tumor	-0.2
CPT0088060004	Tumor	-0.2
CPT0226390003	Tumor	-0.2
CPT0163240003	Tumor	-0.2
CPT0163160003	Tumor	-0.2
CPT0177200003	Tumor	-0.2
CPT0226440003	Tumor	-0.2
CPT0199890003	Normal	-0.2
CPT0245630003	Tumor	-0.2
CPT0220610003	Tumor	-0.3
CPT0229220002	Normal	-0.3
CPT0123280003	Normal	-0.3
CPT0246540003	Tumor	-0.3
CPT0248350003	Normal	-0.3
CPT0163490003	Normal	-0.3
CPT0245410003	Normal	-0.3
CPT0245450003	Tumor	-0.3
CPT0163650003	Tumor	-0.3
CPT0163430003	Normal	-0.4
C3N-00857-05	Normal	-0.4
CPT0177220003	Normal	-0.4
CPT0222180003	Tumor	-0.4
CPT0237500003	Normal	-0.4
CPT0088410003	Tumor	-0.4
CPT0163800003	Normal	-0.4
CPT0236640003	Normal	-0.4
CPT0245180003	Tumor	-0.4
CPT0245020003	Normal	-0.4
CPT0235920003	Normal	-0.4
CPT0248330003	Tumor	-0.5
CPT0245500003	Tumor	-0.5
CPT0226400003	Normal	-0.5
C3N-04276-06	Normal	-0.5
CPT0245560003	Normal	-0.5
C3N-01859-04	Normal	-0.6
CPT0163860003	Normal	-0.6
CPT0236850004	Tumor	-0.6
CPT0236620003	Tumor	-0.6
CPT0008630003	Tumor	-0.6
C3N-04275-05	Normal	-0.7
CPT0094580003	Normal	-0.7
CPT0087990003	Tumor	-0.7
CPT0088430003	Normal	-0.7
C3N-01620-05	Normal	-0.7
CPT0163600003	Tumor	-0.7
CPT0163740003	Tumor	-0.7
CPT0163720003	Normal	-0.7
CPT0194790003	Tumor	-0.7
CPT0163910003	Tumor	-0.7
CPT0123190003	Normal	-0.7
CPT0226250004	Tumor	-0.8
CPT0087820003	Tumor	-0.8
CPT0163170003	Normal	-0.8
CPT0281470002	Normal	-0.9
CPT0235910003	Tumor	-0.9
CPT0177010003	Tumor	-0.9
CPT0163250003	Normal	-0.9
CPT0163610003	Normal	-0.9
C3N-02693-06	Normal	-0.9
CPT0226350003	Normal	-0.9
CPT0245230004	Tumor	-0.9
CPT0244940004	Tumor	-0.9
CPT0169740004	Normal	-0.9
CPT0084630009	Tumor	-1.0
CPT0237640003	Normal	-1.0
C3N-00295-05	Normal	-1.0
CPT0236870003	Normal	-1.1
CPT0226130003	Tumor	-1.1
CPT0094490004	Tumor	-1.1
CPT0163410003	Tumor	-1.2
CPT0245680003	Tumor	-1.2
CPT0229230003	Normal	N/A
CPT0169750003	Normal	N/A
CPT0229210003	Tumor	N/A
CPT0229190003	Tumor	N/A
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HEAD AND NECK CANCER - Protein expressionⁱ A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here. Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.

Antibody stainingⁱ Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells. Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.	Antibody HPA001939	Antibody CAB002788
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
Neoplasm, malignant, NOS
Adenocarcinoma, NOS
Squamous cell carcinoma, NOS Squamous cell carcinoma, metastatic, NOS