Expression of S100A12 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

S100A12 is not prognostic in Head and Neck Squamous Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 30.32

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

93.4

Number of samples

492

Samples

Sample	Description	TPM
TCGA-CV-A45X-01A	0 years, male, white, stage:Stage IVA, dead, 198 days	1512.1
TCGA-CV-A45O-01A	0 years, male, white, stage:'--, alive, 851 days	1173.7
TCGA-CV-A465-01A	0 years, male, white, stage:Stage III, dead, 215 days	975.7
TCGA-UF-A7JC-01A	0 years, male, white, stage:Stage IVA, dead, 546 days	885.8
TCGA-C9-A47Z-01A	0 years, female, asian, stage:Stage III, dead, 191 days	693.6
TCGA-CQ-A4CE-01A	0 years, female, stage:Stage II, alive, 897 days	684.0
TCGA-UF-A719-01A	0 years, male, stage:Stage II, alive, 1663 days	594.1
TCGA-CV-7250-01A	0 years, male, white, stage:Stage IVA, dead, 2900 days	560.1
TCGA-UF-A71D-01A	0 years, female, white, stage:Stage IVA, alive, 1461 days	549.5
TCGA-CX-7086-01A	0 years, male, black or african american, stage:Stage III, alive, 573 days	500.4
TCGA-CV-A45P-01A	0 years, female, white, stage:Stage I, alive, 639 days	462.8
TCGA-CR-7367-01A	0 years, male, white, stage:Stage IVA, alive, 1440 days	454.7
TCGA-P3-A6T7-01A	0 years, male, white, stage:Stage IVA, dead, 487 days	441.2
TCGA-CV-A45Q-01A	0 years, female, white, stage:'--, dead, 5152 days	425.1
TCGA-BA-A6DA-01A	0 years, female, white, stage:Stage IVA, alive, 351 days	395.8
TCGA-CN-4726-01A	0 years, male, white, stage:Stage IVA, dead, 142 days	385.1
TCGA-QK-A652-01A	0 years, male, white, stage:Stage III, alive, 645 days	376.2
TCGA-CV-6955-01A	0 years, female, white, stage:Stage II, dead, 334 days	372.2
TCGA-D6-A6EK-01A	0 years, male, white, stage:Stage III, alive, 875 days	371.9
TCGA-BA-A6DG-01A	0 years, male, white, stage:'--, dead, 69 days	371.8
TCGA-F7-A622-01A	0 years, male, white, stage:Stage III, dead, 359 days	366.5
TCGA-CV-A45V-01A	0 years, female, white, stage:Stage IVA, dead, 32 days	366.0
TCGA-BB-A5HU-01A	0 years, male, white, stage:Stage IVA, alive, 782 days	363.4
TCGA-CV-7411-01A	0 years, female, white, stage:Stage IVA, dead, 2717 days	352.2
TCGA-MT-A51X-01A	0 years, male, white, stage:Stage IVA, alive, 242 days	350.8
TCGA-CV-6945-01A	0 years, male, white, stage:Stage IVA, dead, 366 days	347.9
TCGA-CV-7183-01A	0 years, male, white, stage:Stage II, alive, 3981 days	342.0
TCGA-TN-A7HJ-01A	0 years, male, white, stage:Stage IVA, alive, 403 days	341.2
TCGA-CQ-6229-01A	0 years, male, white, stage:Stage II, alive, 1179 days	329.2
TCGA-CQ-6227-01A	0 years, male, white, stage:Stage IVA, dead, 129 days	317.5
TCGA-F7-A61S-01A	0 years, male, white, stage:Stage III, alive, 576 days	315.9
TCGA-CN-A641-01A	0 years, male, white, stage:Stage IVA, alive, 367 days	314.6
TCGA-CV-7427-01A	0 years, female, white, stage:Stage II, dead, 4760 days	312.0
TCGA-CV-6952-01A	0 years, female, white, stage:Stage IVA, dead, 185 days	310.8
TCGA-CN-5359-01A	0 years, male, white, stage:Stage IVA, dead, 377 days	310.8
TCGA-CQ-A4CH-01A	0 years, male, asian, stage:Stage II, dead, 379 days	309.3
TCGA-BB-A5HZ-01A	0 years, male, white, stage:Stage IVA, alive, 827 days	308.1
TCGA-HD-8634-01A	0 years, female, white, stage:Stage I, dead, 385 days	302.9
TCGA-P3-A6T3-01A	0 years, male, white, stage:Stage IVA, dead, 577 days	300.3
TCGA-CQ-6220-01A	0 years, male, white, stage:Stage III, dead, 985 days	298.6
TCGA-H7-A6C4-01A	0 years, female, white, stage:Stage IVA, dead, 414 days	292.8
TCGA-CR-7365-01A	0 years, male, white, stage:Stage IVA, alive, 1191 days	284.5
TCGA-D6-8569-01A	0 years, male, white, stage:Stage II, alive, 770 days	281.6
TCGA-CQ-6218-01A	0 years, female, white, stage:Stage IVA, alive, 1253 days	274.6
TCGA-CV-6436-01A	0 years, male, white, stage:Stage IVA, alive, 1899 days	274.1
TCGA-CR-6488-01A	0 years, female, white, stage:Stage II, alive, 379 days	268.9
TCGA-CR-7394-01A	0 years, male, white, stage:Stage IVA, alive, 1346 days	267.0
TCGA-CV-A6JT-01A	0 years, male, white, stage:Stage II, alive, 852 days	265.1
TCGA-QK-A6VB-01A	0 years, male, white, stage:Stage IVA, alive, 641 days	261.2
TCGA-IQ-A6SG-01A	0 years, female, white, stage:Stage III, alive, 579 days	260.9
TCGA-CR-7390-01A	0 years, male, white, stage:Stage IVA, alive, 1508 days	256.6
TCGA-CX-7085-01A	0 years, female, white, stage:Stage I, alive, 321 days	254.7
TCGA-CQ-7069-01A	0 years, female, white, stage:Stage II, alive, 1274 days	252.3
TCGA-BA-A4II-01A	0 years, male, white, stage:Stage II, alive, 918 days	247.6
TCGA-CN-A63V-01A	0 years, male, white, stage:Stage IVA, alive, 679 days	245.5
TCGA-H7-7774-01A	0 years, female, white, stage:Stage IVA, alive, 407 days	244.8
TCGA-CN-4741-01A	0 years, male, white, stage:Stage IVA, alive, 2239 days	233.7
TCGA-P3-A6T4-01A	0 years, male, white, stage:Stage IVA, dead, 62 days	229.1
TCGA-D6-6825-01A	0 years, male, white, stage:Stage I, alive, 491 days	228.9
TCGA-CV-A463-01A	0 years, female, white, stage:Stage IVA, dead, 23 days	227.0
TCGA-CQ-5327-01A	0 years, female, asian, stage:Stage IVA, alive, 1660 days	223.8
TCGA-CR-6492-01A	0 years, male, white, stage:Stage III, alive, 479 days	222.3
TCGA-HD-A4C1-01A	0 years, female, black or african american, stage:Stage IVA, alive, 11 days	218.1
TCGA-BA-5151-01A	0 years, male, white, stage:Stage IVA, alive, 722 days	208.8
TCGA-CN-4725-01A	0 years, male, white, stage:Stage II, alive, 1157 days	208.4
TCGA-CR-6491-01A	0 years, male, black or african american, stage:Stage IVA, alive, 693 days	206.9
TCGA-CN-4729-01A	0 years, male, white, stage:Stage III, alive, 392 days	205.4
TCGA-QK-A8Z8-01A	0 years, female, black or african american, stage:Stage IVC, dead, 171 days	204.3
TCGA-CV-5432-01A	0 years, male, white, stage:Stage III, alive, 3930 days	203.7
TCGA-CV-A6JN-01A	0 years, male, white, stage:'--, alive, 906 days	203.4
TCGA-CV-7413-01A	0 years, female, white, stage:Stage II, dead, 294 days	200.7
TCGA-D6-A4ZB-01A	0 years, male, white, stage:Stage III, alive, 376 days	194.7
TCGA-CQ-5323-01A	0 years, male, white, stage:Stage I, alive, 1466 days	194.3
TCGA-CR-7368-01A	0 years, male, white, stage:Stage IVA, alive, 1245 days	193.7
TCGA-F7-A50J-01A	0 years, female, white, stage:Stage III, alive, 947 days	193.1
TCGA-CV-7238-01A	0 years, female, white, stage:Stage II, alive, 2727 days	192.3
TCGA-BA-A6DJ-01A	0 years, male, asian, stage:Stage IVA, dead, 407 days	187.6
TCGA-CQ-A4C6-01A	0 years, male, asian, stage:Stage II, alive, 1353 days	186.8
TCGA-CV-6953-01A	0 years, female, white, stage:Stage III, dead, 1641 days	185.6
TCGA-IQ-A61I-01A	0 years, male, black or african american, stage:Stage IVA, dead, 2 days	184.3
TCGA-CQ-6223-01A	0 years, male, white, stage:Stage II, alive, 1428 days	184.1
TCGA-CV-7430-01A	0 years, male, white, stage:Stage IVA, dead, 495 days	183.1
TCGA-CQ-7071-01A	0 years, female, white, stage:Stage III, alive, 1311 days	179.9
TCGA-CQ-7065-01A	0 years, male, asian, stage:Stage II, alive, 1628 days	179.4
TCGA-CV-6960-01A	0 years, male, black or african american, stage:Stage III, dead, 862 days	178.3
TCGA-CQ-5326-01A	0 years, male, white, stage:Stage IVA, dead, 89 days	178.2
TCGA-BA-5557-01A	0 years, female, stage:Stage III, alive, 623 days	173.8
TCGA-BA-A6DI-01A	0 years, male, black or african american, stage:'--, dead, 336 days	171.9
TCGA-QK-A8ZB-01A	0 years, male, black or african american, stage:Stage IVA, alive, 542 days	171.2
TCGA-CV-6933-01A	0 years, male, white, stage:Stage III, dead, 2741 days	171.2
TCGA-MT-A67D-01A	0 years, male, white, stage:Stage II, alive, 56 days	168.2
TCGA-CV-5970-01A	0 years, male, white, stage:Stage IVA, dead, 406 days	166.7
TCGA-CN-6998-01A	0 years, male, white, stage:Stage IVA, dead, 357 days	165.5
TCGA-MT-A67F-01A	0 years, female, white, stage:Stage IVA, alive, 384 days	163.4
TCGA-MT-A67A-01A	0 years, female, white, stage:Stage I, alive, 914 days	154.8
TCGA-CV-A6K2-01A	0 years, male, white, stage:Stage IVA, dead, 317 days	153.2
TCGA-CN-A63T-01A	0 years, male, white, stage:Stage IVA, alive, 225 days	151.8
TCGA-CN-4737-01A	0 years, male, white, stage:Stage IVA, alive, 625 days	150.2
TCGA-CN-A49C-01A	0 years, male, white, stage:'--, alive, 645 days	149.5
TCGA-CV-7410-01A	0 years, male, white, stage:Stage III, dead, 6417 days	148.3
TCGA-BA-5556-01A	0 years, female, white, stage:Stage II, alive, 725 days	142.3
TCGA-CR-7372-01A	0 years, male, white, stage:Stage I, alive, 759 days	140.9
TCGA-UF-A7JT-01A	0 years, female, white, stage:Stage IVA, dead, 993 days	139.3
TCGA-BA-A6DE-01A	0 years, female, white, stage:Stage II, alive, 440 days	138.3
TCGA-CN-4742-01A	0 years, female, white, stage:Stage IVA, dead, 397 days	137.8
TCGA-CN-A63W-01A	0 years, female, white, stage:Stage IVA, dead, 377 days	137.7
TCGA-HD-A6I0-01A	0 years, male, white, stage:Stage IVA, alive, 210 days	134.8
TCGA-D6-6516-01A	0 years, male, white, stage:Stage I, alive, 773 days	132.9
TCGA-CV-7433-01A	0 years, male, white, stage:Stage IVA, dead, 601 days	132.5
TCGA-CN-4739-01A	0 years, male, white, stage:Stage IVA, dead, 1394 days	132.4
TCGA-CV-A45R-01A	0 years, male, white, stage:Stage III, alive, 5480 days	132.2
TCGA-CN-5365-01A	0 years, male, white, stage:Stage IVB, dead, 351 days	130.9
TCGA-BA-4076-01A	0 years, male, white, stage:'--, dead, 415 days	128.7
TCGA-BA-5558-01A	0 years, male, white, stage:'--, alive, 1995 days	128.5
TCGA-CV-A6JY-01A	0 years, male, white, stage:Stage IVA, alive, 646 days	126.9
TCGA-BB-4227-01A	0 years, male, white, stage:Stage IVA, alive, 134 days	126.7
TCGA-CV-6951-01A	0 years, male, white, stage:Stage IVA, dead, 915 days	125.4
TCGA-CQ-5325-01A	0 years, male, white, stage:Stage I, dead, 654 days	123.3
TCGA-CV-7245-01A	0 years, male, white, stage:Stage IVA, alive, 797 days	119.9
TCGA-CN-5373-01A	0 years, female, white, stage:Stage I, alive, 1584 days	119.5
TCGA-CR-7389-01A	0 years, male, black or african american, stage:'--, alive, 392 days	118.4
TCGA-CN-4722-01A	0 years, female, white, stage:Stage II, alive, 1483 days	118.2
TCGA-QK-A6II-01A	0 years, male, white, stage:Stage IVA, dead, 284 days	117.9
TCGA-CV-7180-01A	0 years, male, white, stage:Stage II, dead, 327 days	117.8
TCGA-IQ-7632-01A	0 years, female, white, stage:Stage IVA, alive, 441 days	115.6
TCGA-HD-A633-01A	0 years, male, white, stage:Stage IVA, alive, 421 days	114.1
TCGA-CQ-6219-01A	0 years, female, white, stage:Stage IVA, dead, 479 days	113.5
TCGA-F7-7848-01A	0 years, male, white, stage:Stage IVA, alive, 1131 days	112.7
TCGA-CN-4731-01A	0 years, female, white, stage:Stage IVA, dead, 998 days	112.0
TCGA-DQ-5630-01A	0 years, male, white, stage:'--, alive, 1030 days	111.4
TCGA-QK-A6IH-01A	0 years, female, white, stage:Stage IVB, alive, 653 days	110.5
TCGA-CR-7388-01A	0 years, female, white, stage:'--, dead, 823 days	109.3
TCGA-BA-A6DB-01A	0 years, female, white, stage:Stage I, alive, 216 days	109.1
TCGA-UF-A7JK-01A	0 years, male, stage:Stage IVA, dead, 424 days	108.1
TCGA-HD-7753-01A	0 years, male, black or african american, stage:Stage I, alive, 866 days	106.7
TCGA-HD-A6HZ-01A	0 years, female, white, stage:Stage III, alive, 111 days	106.0
TCGA-BA-A6DD-01A	0 years, male, black or african american, stage:Stage IVA, dead, 173 days	105.9
TCGA-CR-6477-01A	0 years, female, white, stage:'--, alive, 514 days	105.0
TCGA-BB-8601-01A	0 years, male, black or african american, stage:Stage III, alive, 624 days	104.5
TCGA-HD-7754-01A	0 years, male, white, stage:Stage IVA, alive, 783 days	102.5
TCGA-CN-5369-01A	0 years, female, white, stage:Stage IVA, dead, 1 days	102.3
TCGA-MZ-A7D7-01A	0 years, male, white, stage:Stage IVA, alive, 547 days	101.0
TCGA-UF-A71E-01A	0 years, male, white, stage:Stage IVA, dead, 1504 days	100.6
TCGA-D6-A4Z9-01A	0 years, male, white, stage:Stage IVA, alive, 539 days	97.1
TCGA-CV-7425-01A	0 years, female, white, stage:Stage III, dead, 1718 days	95.0
TCGA-CN-6020-01A	0 years, male, black or african american, stage:Stage III, dead, 205 days	94.6
TCGA-DQ-5624-01A	0 years, female, white, stage:'--, alive, 1778 days	93.9
TCGA-BA-6872-01A	0 years, male, white, stage:'--, dead, 384 days	93.7
TCGA-BB-A6UO-01A	0 years, female, white, stage:Stage IVA, dead, 268 days	91.4
TCGA-CV-A6JM-01A	0 years, male, white, stage:'--, dead, 194 days	91.3
TCGA-CQ-5331-01A	0 years, female, white, stage:'--, alive, 1399 days	90.9
TCGA-CN-6021-01A	0 years, female, white, stage:'--, dead, 276 days	89.9
TCGA-CN-6994-01A	0 years, male, white, stage:Stage IVA, alive, 1183 days	89.3
TCGA-CR-6480-01A	0 years, male, white, stage:'--, alive, 362 days	88.9
TCGA-UF-A71B-01A	0 years, male, white, stage:Stage IVA, alive, 1506 days	88.7
TCGA-CV-6940-01A	0 years, female, white, stage:Stage III, dead, 804 days	88.0
TCGA-CV-7255-01A	0 years, female, white, stage:Stage IVA, dead, 64 days	87.3
TCGA-CQ-A4C9-01A	0 years, male, stage:Stage III, alive, 707 days	85.7
TCGA-UF-A7JH-01A	0 years, male, black or african american, stage:Stage IVA, alive, 896 days	85.7
TCGA-HD-8635-01A	0 years, female, white, stage:Stage III, alive, 695 days	85.0
TCGA-CQ-7063-01A	0 years, female, white, stage:Stage I, alive, 2133 days	84.6
TCGA-D6-6826-01A	0 years, female, white, stage:Stage IVA, dead, 348 days	84.6
TCGA-BA-5152-01A	0 years, male, white, stage:Stage IVA, alive, 1288 days	84.5
TCGA-CR-6484-01A	0 years, female, asian, stage:Stage IVA, alive, 354 days	82.9
TCGA-F7-A50G-01A	0 years, male, white, stage:Stage III, alive, 616 days	82.7
TCGA-UF-A7JJ-01A	0 years, male, stage:Stage IVA, alive, 549 days	82.0
TCGA-QK-A6IJ-01A	0 years, male, white, stage:Stage III, alive, 387 days	80.9
TCGA-UF-A7JS-01A	0 years, male, white, stage:Stage IVA, dead, 680 days	80.7
TCGA-IQ-A6SH-01A	0 years, male, black or african american, stage:Stage III, alive, 471 days	80.6
TCGA-BA-6870-01A	0 years, female, black or african american, stage:'--, dead, 451 days	80.5
TCGA-P3-A6T5-01A	0 years, female, white, stage:Stage IVA, dead, 882 days	80.0
TCGA-CX-7219-01A	0 years, male, black or african american, stage:Stage IVA, alive, 1045 days	79.2
TCGA-BA-A6DL-01A	0 years, male, white, stage:'--, alive, 623 days	78.0
TCGA-D6-A6ES-01A	0 years, male, white, stage:Stage IVA, alive, 389 days	74.7
TCGA-CN-5355-01A	0 years, male, black or african american, stage:Stage IVA, alive, 1278 days	74.7
TCGA-CR-7369-01A	0 years, male, white, stage:Stage IVA, dead, 1090 days	74.3
TCGA-BA-A4IF-01A	0 years, male, white, stage:'--, alive, 895 days	73.5
TCGA-CR-7371-01A	0 years, female, white, stage:Stage III, dead, 94 days	73.2
TCGA-IQ-A61E-01A	0 years, female, white, stage:Stage III, alive, 1147 days	72.9
TCGA-CQ-6222-01A	0 years, male, white, stage:Stage IVA, alive, 2016 days	71.0
TCGA-CN-6996-01A	0 years, female, white, stage:Stage IVA, dead, 530 days	70.4
TCGA-MT-A51W-01A	0 years, female, white, stage:Stage I, alive, 437 days	69.8
TCGA-CV-A45T-01A	0 years, female, white, stage:'--, dead, 4856 days	69.3
TCGA-CV-7423-01A	0 years, male, white, stage:Stage II, dead, 3059 days	68.6
TCGA-CR-7379-01A	0 years, female, white, stage:Stage IVA, alive, 1036 days	68.1
TCGA-CN-A6V3-01A	0 years, male, white, stage:Stage IVA, alive, 742 days	67.8
TCGA-IQ-A61J-01A	0 years, male, white, stage:Stage IVA, alive, 1021 days	67.0
TCGA-CR-7395-01A	0 years, female, white, stage:Stage II, alive, 930 days	61.7
TCGA-CN-6988-01A	0 years, male, white, stage:Stage IVA, alive, 318 days	61.6
TCGA-CQ-5324-01A	0 years, male, white, stage:Stage III, alive, 1593 days	61.5
TCGA-CQ-6225-01A	0 years, male, white, stage:Stage III, dead, 403 days	61.2
TCGA-D6-6517-01A	0 years, male, white, stage:Stage III, alive, 292 days	61.0
TCGA-CV-7095-01A	0 years, female, stage:Stage II, dead, 572 days	59.8
TCGA-CV-5439-01A	0 years, male, white, stage:Stage IVA, dead, 546 days	59.3
TCGA-CN-5358-01A	0 years, male, white, stage:Stage II, dead, 261 days	58.7
TCGA-HD-7229-01A	0 years, male, white, stage:Stage IVA, alive, 1027 days	58.1
TCGA-IQ-A61G-01A	0 years, male, white, stage:Stage IVA, alive, 360 days	57.9
TCGA-CV-5977-01A	0 years, male, white, stage:Stage IVA, alive, 1840 days	57.3
TCGA-CR-7391-01A	0 years, female, white, stage:Stage I, alive, 913 days	56.6
TCGA-CR-7386-01A	0 years, male, white, stage:Stage IVA, alive, 1430 days	56.4
TCGA-CV-6936-01A	0 years, male, white, stage:Stage IVA, dead, 166 days	56.4
TCGA-CN-4734-01A	0 years, male, white, stage:Stage II, alive, 1690 days	56.1
TCGA-KU-A66T-01A	0 years, female, white, stage:Stage IVA, alive, 552 days	55.3
TCGA-IQ-A61H-01A	0 years, male, white, stage:Stage II, alive, 1138 days	54.0
TCGA-CV-7438-01A	0 years, female, white, stage:Stage I, dead, 194 days	53.7
TCGA-CV-7104-01A	0 years, female, white, stage:Stage IVA, dead, 393 days	53.7
TCGA-UF-A7JF-01A	0 years, male, white, stage:Stage IVA, alive, 1686 days	52.9
TCGA-CN-A498-01A	0 years, female, white, stage:Stage III, dead, 773 days	52.9
TCGA-D6-A6EQ-01A	0 years, male, white, stage:Stage IVA, alive, 368 days	52.3
TCGA-CV-A45Y-01A	0 years, male, american indian or alaska native, stage:Stage IVA, dead, 2703 days	52.0
TCGA-UF-A7JO-01A	0 years, female, white, stage:Stage IVA, dead, 631 days	52.0
TCGA-CN-A49A-01A	0 years, male, white, stage:Stage IVB, dead, 526 days	51.2
TCGA-CN-A499-01A	0 years, female, white, stage:Stage II, alive, 717 days	50.8
TCGA-CV-6959-01A	0 years, male, white, stage:Stage III, dead, 256 days	50.1
TCGA-CR-7364-01A	0 years, male, white, stage:Stage III, alive, 1435 days	49.7
TCGA-CN-6024-01A	0 years, male, white, stage:Stage IVA, dead, 337 days	49.4
TCGA-QK-A8Z7-01A	0 years, male, black or african american, stage:Stage IVA, alive, 392 days	49.1
TCGA-UF-A718-01A	0 years, male, white, stage:Stage IVA, alive, 1971 days	48.8
TCGA-CR-6471-01A	0 years, male, white, stage:Stage IVA, dead, 1202 days	48.1
TCGA-CV-A6K1-01A	0 years, male, white, stage:Stage IVA, alive, 685 days	47.9
TCGA-CV-A45U-01A	0 years, male, white, stage:Stage IVA, dead, 1079 days	47.7
TCGA-CV-7252-01A	0 years, female, black or african american, stage:Stage IVA, dead, 151 days	47.7
TCGA-CN-6012-01A	0 years, male, white, stage:Stage IVA, alive, 1460 days	47.7
TCGA-CR-6493-01A	0 years, male, black or african american, stage:Stage IVA, dead, 282 days	47.4
TCGA-CR-7385-01A	0 years, male, white, stage:'--, alive, 997 days	47.0
TCGA-CV-7428-01A	0 years, male, white, stage:Stage IVA, dead, 1671 days	46.4
TCGA-CQ-5334-01A	0 years, male, white, stage:Stage IVA, dead, 129 days	46.3
TCGA-CV-6943-01A	0 years, male, white, stage:Stage III, dead, 602 days	46.3
TCGA-CN-6011-01A	0 years, male, white, stage:Stage IVA, alive, 933 days	45.6
TCGA-CR-7392-01A	0 years, female, white, stage:Stage IVA, alive, 1425 days	45.6
TCGA-QK-A6VC-01A	0 years, female, black or african american, stage:Stage IVA, alive, 600 days	45.0
TCGA-CV-7434-01A	0 years, male, white, stage:Stage IVA, dead, 218 days	44.4
TCGA-BB-8596-01A	0 years, female, white, stage:Stage IVA, alive, 2161 days	44.4
TCGA-CN-5356-01A	0 years, male, white, stage:Stage III, alive, 1409 days	43.6
TCGA-CV-6941-01A	0 years, male, white, stage:Stage III, dead, 342 days	42.0
TCGA-CN-4740-01A	0 years, female, white, stage:Stage IVA, dead, 839 days	40.6
TCGA-CN-5370-01A	0 years, male, white, stage:Stage III, dead, 259 days	40.4
TCGA-CQ-7068-01A	0 years, female, white, stage:Stage II, alive, 1309 days	40.2
TCGA-CR-7393-01A	0 years, male, white, stage:Stage III, alive, 993 days	40.2
TCGA-CV-6954-01A	0 years, male, black or african american, stage:Stage IVA, dead, 2002 days	40.0
TCGA-CV-A45Z-01A	0 years, male, white, stage:'--, dead, 1466 days	39.8
TCGA-P3-A6T2-01A	0 years, male, white, stage:Stage IVA, alive, 2298 days	39.6
TCGA-F7-A623-01A	0 years, male, white, stage:Stage IVA, alive, 616 days	39.5
TCGA-CV-5442-01A	0 years, female, white, stage:Stage IVA, alive, 2327 days	38.0
TCGA-CV-7099-01A	0 years, female, white, stage:Stage II, dead, 243 days	38.0
TCGA-P3-A5QF-01A	0 years, male, white, stage:Stage IVA, dead, 330 days	38.0
TCGA-CR-7374-01A	0 years, female, white, stage:'--, alive, 30 days	37.1
TCGA-F7-A620-01A	0 years, male, white, stage:Stage III, alive, 543 days	37.0
TCGA-CV-A6JE-01A	0 years, male, white, stage:'--, alive, 1075 days	35.4
TCGA-CR-7397-01A	0 years, male, white, stage:Stage IVA, alive, 754 days	35.0
TCGA-BA-A4IH-01A	0 years, male, white, stage:'--, alive, 622 days	34.9
TCGA-CV-7432-01A	0 years, male, white, stage:Stage II, dead, 2570 days	34.6
TCGA-CV-5440-01A	0 years, male, white, stage:Stage IVA, alive, 3270 days	34.1
TCGA-BB-4224-01A	0 years, male, white, stage:Stage IVA, alive, 278 days	33.8
TCGA-DQ-5629-01A	0 years, male, white, stage:'--, dead, 941 days	33.6
TCGA-WA-A7GZ-01A	0 years, male, white, stage:'--, dead, 625 days	33.0
TCGA-BA-6869-01A	0 years, male, white, stage:Stage III, alive, 644 days	32.7
TCGA-CV-6003-01A	0 years, female, white, stage:Stage III, alive, 1665 days	32.4
TCGA-CQ-A4CB-01A	0 years, male, stage:Stage III, alive, 893 days	32.3
TCGA-CR-6472-01A	0 years, male, white, stage:'--, alive, 1050 days	31.9
TCGA-F7-A61V-01A	0 years, male, white, stage:Stage II, alive, 759 days	31.8
TCGA-CQ-6228-01A	0 years, female, white, stage:Stage IVA, dead, 456 days	31.3
TCGA-CQ-A4C7-01A	0 years, male, white, stage:Stage III, dead, 353 days	31.2
TCGA-CN-4723-01A	0 years, male, white, stage:Stage IVA, alive, 1699 days	31.0
TCGA-CQ-5329-01A	0 years, female, white, stage:Stage II, alive, 2143 days	30.5
TCGA-CV-7090-01A	0 years, male, white, stage:Stage II, alive, 5252 days	30.5
TCGA-D6-6823-01A	0 years, male, white, stage:Stage II, alive, 701 days	30.3
TCGA-CV-7089-01A	0 years, male, white, stage:Stage IVA, dead, 1972 days	30.3
TCGA-CN-4736-01A	0 years, female, white, stage:'--, dead, 395 days	30.2
TCGA-CV-7568-01A	0 years, female, white, stage:Stage IVA, dead, 927 days	29.3
TCGA-CN-A6V6-01A	0 years, male, white, stage:Stage IVA, alive, 635 days	29.3
TCGA-H7-8501-01A	0 years, male, white, stage:Stage IVA, alive, 461 days	29.2
TCGA-CV-7422-01A	0 years, female, white, stage:Stage IVA, dead, 1037 days	29.1
TCGA-C9-A480-01A	0 years, female, asian, stage:Stage III, alive, 386 days	29.1
TCGA-CV-7177-01A	0 years, female, white, stage:Stage II, dead, 663 days	29.0
TCGA-CV-5976-01A	0 years, male, white, stage:Stage IVA, alive, 1478 days	28.9
TCGA-CN-5364-01A	0 years, male, white, stage:Stage IVA, dead, 493 days	28.6
TCGA-CV-A468-01A	0 years, male, stage:Stage IVA, dead, 464 days	28.4
TCGA-CV-7253-01A	0 years, male, black or african american, stage:Stage IVA, dead, 361 days	28.3
TCGA-CV-7414-01A	0 years, male, white, stage:Stage IVA, dead, 14 days	28.3
TCGA-BA-5555-01A	0 years, male, black or african american, stage:Stage IVA, alive, 520 days	28.0
TCGA-CV-7416-01A	0 years, female, white, stage:Stage IVA, dead, 763 days	27.9
TCGA-CV-7101-01A	0 years, male, white, stage:Stage II, dead, 160 days	27.7
TCGA-CN-6995-01A	0 years, male, white, stage:Stage IVA, dead, 112 days	27.5
TCGA-D6-A74Q-01A	0 years, male, white, stage:Stage IVA, alive, 710 days	27.3
TCGA-D6-A6EM-01A	0 years, female, white, stage:Stage III, alive, 232 days	26.9
TCGA-DQ-7592-01A	0 years, male, american indian or alaska native, stage:'--, alive, 1143 days	26.8
TCGA-DQ-7588-01A	0 years, male, white, stage:'--, dead, 427 days	26.7
TCGA-QK-A6V9-01A	0 years, male, white, stage:Stage II, alive, 833 days	26.4
TCGA-T2-A6X2-01A	0 years, male, white, stage:Stage III, alive, 987 days	26.3
TCGA-F7-A61W-01A	0 years, male, asian, stage:Stage IVA, alive, 14 days	26.0
TCGA-CN-6022-01A	0 years, male, white, stage:Stage IVA, dead, 281 days	25.8
TCGA-QK-AA3J-01A	0 years, male, black or african american, stage:Stage I, alive, 466 days	25.8
TCGA-BA-A4IG-01A	0 years, male, white, stage:'--, alive, 855 days	25.6
TCGA-F7-A50I-01A	0 years, male, white, stage:Stage IVA, alive, 92 days	25.4
TCGA-CR-6481-01A	0 years, male, white, stage:'--, alive, 311 days	24.7
TCGA-H7-A76A-01A	0 years, male, white, stage:'--, alive, 637 days	24.4
TCGA-D6-8568-01A	0 years, male, white, stage:Stage II, alive, 759 days	23.8
TCGA-CV-7236-01A	0 years, female, white, stage:Stage IVA, dead, 144 days	23.7
TCGA-CR-5249-01A	0 years, female, white, stage:Stage II, alive, 1152 days	22.2
TCGA-CN-5367-01A	0 years, female, white, stage:Stage IVA, dead, 352 days	22.2
TCGA-T3-A92N-01A	0 years, male, black or african american, stage:Stage IVA, dead, 95 days	21.8
TCGA-P3-A5Q6-01A	0 years, male, white, stage:Stage IVA, dead, 480 days	21.6
TCGA-CV-6938-01A	0 years, male, white, stage:Stage II, dead, 144 days	21.5
TCGA-CV-6961-01A	0 years, male, white, stage:Stage II, dead, 76 days	21.5
TCGA-DQ-5625-01A	0 years, female, white, stage:'--, dead, 1133 days	21.2
TCGA-MZ-A5BI-01A	0 years, male, white, stage:'--, dead, 217 days	20.4
TCGA-CV-7435-01A	0 years, female, white, stage:Stage IVA, dead, 4680 days	20.4
TCGA-CV-7446-01A	0 years, male, white, stage:Stage IVA, dead, 1093 days	20.2
TCGA-CN-4738-01A	0 years, male, white, stage:Stage IVA, dead, 436 days	19.8
TCGA-CN-A49B-01A	0 years, male, white, stage:Stage III, alive, 904 days	19.7
TCGA-CV-A464-01A	0 years, male, white, stage:Stage III, alive, 1722 days	19.2
TCGA-P3-A5QE-01A	0 years, male, white, stage:Stage III, alive, 1559 days	18.5
TCGA-CQ-5332-01A	0 years, male, white, stage:Stage III, dead, 317 days	18.5
TCGA-4P-AA8J-01A	0 years, male, black or african american, stage:Stage IVA, alive, 102 days	18.2
TCGA-CV-5441-01A	0 years, male, white, stage:Stage IVA, alive, 2886 days	18.0
TCGA-CN-5366-01A	0 years, male, white, stage:Stage IVA, dead, 360 days	17.8
TCGA-CV-A6JZ-01A	0 years, male, white, stage:Stage II, alive, 714 days	17.7
TCGA-P3-A6T0-01A	0 years, female, white, stage:Stage IVA, alive, 578 days	17.5
TCGA-D6-6515-01A	0 years, female, white, stage:Stage II, dead, 403 days	17.2
TCGA-CN-4730-01A	0 years, male, white, stage:Stage IVA, alive, 817 days	17.1
TCGA-UF-A7JA-01A	0 years, female, white, stage:Stage IVA, alive, 2265 days	16.9
TCGA-WA-A7H4-01A	0 years, male, white, stage:Stage II, alive, 443 days	16.8
TCGA-CV-5436-01A	0 years, male, stage:Stage IVA, dead, 584 days	16.5
TCGA-BA-6873-01A	0 years, male, white, stage:Stage IVA, alive, 122 days	16.3
TCGA-CR-7401-01A	0 years, male, white, stage:Stage I, alive, 1077 days	16.1
TCGA-CV-7437-01A	0 years, male, stage:Stage II, dead, 506 days	15.8
TCGA-CV-7242-01A	0 years, female, white, stage:Stage II, alive, 1095 days	15.4
TCGA-CR-7380-01A	0 years, male, white, stage:Stage IVB, dead, 606 days	15.4
TCGA-CR-7376-01A	0 years, male, white, stage:Stage III, alive, 972 days	15.2
TCGA-CN-5360-01A	0 years, male, white, stage:Stage IVA, alive, 2169 days	15.0
TCGA-CV-6937-01A	0 years, male, white, stage:Stage II, dead, 624 days	14.6
TCGA-CV-7091-01A	0 years, male, white, stage:Stage I, alive, 3381 days	14.3
TCGA-KU-A6H8-01A	0 years, male, white, stage:Stage IVA, dead, 327 days	14.2
TCGA-CR-7404-01A	0 years, male, white, stage:'--, alive, 1472 days	14.1
TCGA-BB-A6UM-01A	0 years, male, white, stage:Stage III, alive, 393 days	13.9
TCGA-BA-7269-01A	0 years, male, white, stage:Stage III, alive, 1273 days	13.8
TCGA-HD-7831-01A	0 years, male, white, stage:Stage IVA, alive, 667 days	13.6
TCGA-BA-4075-01A	0 years, male, black or african american, stage:Stage III, dead, 283 days	13.4
TCGA-CN-6989-01A	0 years, male, white, stage:Stage IVA, dead, 980 days	13.4
TCGA-CR-5248-01A	0 years, male, white, stage:'--, alive, 1663 days	13.0
TCGA-CR-7377-01A	0 years, male, white, stage:Stage IVA, dead, 279 days	12.8
TCGA-HD-7832-01A	0 years, male, white, stage:Stage IVA, alive, 836 days	12.8
TCGA-CX-A4AQ-01A	0 years, male, white, stage:Stage IVA, alive, 1555 days	12.8
TCGA-MZ-A6I9-01A	0 years, male, white, stage:'--, dead, 489 days	12.7
TCGA-CV-A461-01A	0 years, male, white, stage:'--, dead, 2064 days	12.3
TCGA-CN-6013-01A	0 years, male, white, stage:Stage IVA, dead, 727 days	12.1
TCGA-CV-5978-01A	0 years, female, black or african american, stage:Stage IVB, dead, 215 days	11.9
TCGA-IQ-7630-01A	0 years, male, white, stage:Stage II, alive, 485 days	11.7
TCGA-P3-A5Q5-01A	0 years, male, white, stage:Stage IVA, alive, 910 days	11.6
TCGA-P3-A6T8-01A	0 years, male, white, stage:Stage IVA, alive, 400 days	11.6
TCGA-CR-6478-01A	0 years, female, white, stage:'--, dead, 183 days	11.4
TCGA-UP-A6WW-01A	0 years, male, white, stage:'--, alive, 518 days	11.2
TCGA-D6-6824-01A	0 years, male, white, stage:Stage IVA, alive, 77 days	11.2
TCGA-CV-6942-01A	0 years, female, white, stage:Stage II, alive, 4282 days	10.8
TCGA-CR-6474-01A	0 years, male, white, stage:Stage IVA, dead, 564 days	10.8
TCGA-BB-4217-01A	0 years, male, black or african american, stage:Stage IVA, alive, 187 days	10.6
TCGA-P3-A6SW-01A	0 years, male, white, stage:Stage IVB, alive, 1120 days	10.4
TCGA-T2-A6WZ-01A	0 years, male, white, stage:'--, dead, 484 days	10.4
TCGA-KU-A6H7-01A	0 years, female, white, stage:Stage IVA, alive, 586 days	10.0
TCGA-CV-7407-01A	0 years, female, white, stage:Stage II, dead, 1081 days	10.0
TCGA-CR-7382-01A	0 years, male, white, stage:Stage IVA, alive, 796 days	9.4
TCGA-T2-A6X0-01A	0 years, male, white, stage:'--, alive, 216 days	9.4
TCGA-CV-5431-01A	0 years, male, white, stage:Stage IVA, dead, 522 days	9.4
TCGA-CR-7373-01A	0 years, male, white, stage:Stage IVA, alive, 889 days	9.2
TCGA-CV-7247-01A	0 years, male, white, stage:Stage III, dead, 577 days	9.1
TCGA-CR-6473-01A	0 years, male, white, stage:'--, alive, 1125 days	8.7
TCGA-CV-5971-01A	0 years, male, white, stage:Stage IVA, alive, 701 days	8.6
TCGA-CV-7097-01A	0 years, male, white, stage:Stage II, dead, 385 days	8.6
TCGA-CR-7402-01A	0 years, male, white, stage:'--, alive, 911 days	8.5
TCGA-D6-A6EN-01A	0 years, male, white, stage:Stage III, alive, 687 days	8.0
TCGA-CR-7399-01A	0 years, female, white, stage:Stage IVA, alive, 181 days	7.9
TCGA-P3-A6SX-01A	0 years, male, white, stage:Stage III, dead, 1430 days	7.8
TCGA-T3-A92M-01A	0 years, male, black or african american, stage:Stage IVA, alive, 417 days	7.8
TCGA-CR-7383-01A	0 years, female, white, stage:Stage I, dead, 521 days	7.7
TCGA-CN-4728-01A	0 years, male, white, stage:Stage IVA, alive, 1724 days	7.6
TCGA-CV-5979-01A	0 years, male, white, stage:Stage IVA, alive, 1315 days	7.6
TCGA-CV-6934-01A	0 years, female, white, stage:Stage IVA, dead, 65 days	7.6
TCGA-CV-7261-01A	0 years, male, white, stage:Stage IVA, alive, 1512 days	7.4
TCGA-CV-5444-01A	0 years, male, black or african american, stage:Stage IVA, alive, 2437 days	7.2
TCGA-CV-7415-01A	0 years, male, white, stage:Stage IVA, dead, 695 days	7.2
TCGA-CN-4727-01A	0 years, male, white, stage:Stage IVA, alive, 1560 days	6.9
TCGA-BA-4074-01A	0 years, male, white, stage:Stage IVA, dead, 462 days	6.9
TCGA-CN-A6V7-01A	0 years, male, white, stage:Stage IVA, alive, 594 days	6.9
TCGA-CN-6010-01A	0 years, male, white, stage:Stage IVA, alive, 1523 days	6.8
TCGA-CQ-A4CG-01A	0 years, female, white, stage:Stage III, dead, 430 days	6.8
TCGA-CV-A45W-01A	0 years, male, white, stage:Stage II, dead, 1398 days	6.7
TCGA-UF-A7J9-01A	0 years, male, white, stage:Stage IVA, alive, 1358 days	6.6
TCGA-CN-6018-01A	0 years, female, white, stage:Stage IVA, dead, 580 days	6.5
TCGA-BA-5153-01A	0 years, male, white, stage:'--, dead, 1762 days	6.4
TCGA-CN-4733-01A	0 years, male, white, stage:Stage III, alive, 1586 days	6.3
TCGA-CQ-A4CD-01A	0 years, male, white, stage:Stage IVA, alive, 1022 days	6.1
TCGA-CQ-5330-01A	0 years, female, white, stage:Stage IVA, alive, 1897 days	6.1
TCGA-CN-5363-01A	0 years, male, black or african american, stage:Stage IVB, dead, 253 days	6.0
TCGA-HL-7533-01A	0 years, male, white, stage:'--, alive, 1057 days	6.0
TCGA-CV-7421-01A	0 years, male, white, stage:Stage IVA, dead, 2 days	6.0
TCGA-P3-A6T6-01A	0 years, male, white, stage:Stage IVA, dead, 395 days	5.9
TCGA-CR-6482-01A	0 years, male, black or african american, stage:'--, alive, 345 days	5.7
TCGA-H7-8502-01A	0 years, male, white, stage:Stage IVA, alive, 458 days	5.6
TCGA-UF-A7JV-01A	0 years, female, white, stage:Stage IVA, dead, 90 days	5.6
TCGA-CV-7254-01A	0 years, male, white, stage:Stage II, dead, 1459 days	5.6
TCGA-TN-A7HL-01A	0 years, male, white, stage:Stage IVA, alive, 619 days	5.4
TCGA-BA-A6D8-01A	0 years, male, black or african american, stage:Stage IVA, alive, 850 days	5.4
TCGA-QK-A64Z-01A	0 years, female, white, stage:Stage IVA, dead, 641 days	5.4
TCGA-CN-6019-01A	0 years, male, white, stage:Stage IVA, alive, 1038 days	5.3
TCGA-QK-A8ZA-01A	0 years, male, black or african american, stage:'--, dead, 371 days	5.1
TCGA-CV-7248-01A	0 years, female, black or african american, stage:Stage IVA, dead, 521 days	5.1
TCGA-CN-6017-01A	0 years, male, white, stage:Stage IVA, dead, 853 days	5.0
TCGA-QK-A6IG-01A	0 years, male, white, stage:Stage III, dead, 222 days	4.9
TCGA-CV-7178-01A	0 years, female, white, stage:Stage IVA, dead, 2166 days	4.8
TCGA-F7-8489-01A	0 years, male, white, stage:Stage II, alive, 658 days	4.8
TCGA-QK-A6IF-01A	0 years, male, white, stage:'--, alive, 704 days	4.7
TCGA-CV-7102-01A	0 years, female, white, stage:Stage IVA, dead, 56 days	4.6
TCGA-UF-A7JD-01A	0 years, male, stage:Stage IVA, dead, 739 days	4.6
TCGA-D6-6827-01A	0 years, female, white, stage:Stage I, alive, 568 days	4.6
TCGA-BB-A5HY-01A	0 years, male, white, stage:Stage IVA, dead, 321 days	4.5
TCGA-KU-A66S-01A	0 years, female, white, stage:Stage III, dead, 406 days	4.4
TCGA-CQ-5333-01A	0 years, male, white, stage:Stage II, dead, 341 days	4.3
TCGA-CV-6950-01A	0 years, male, white, stage:Stage IVA, dead, 459 days	4.3
TCGA-CV-5430-01A	0 years, male, white, stage:Stage IVA, alive, 4241 days	4.2
TCGA-CN-6992-01A	0 years, male, white, stage:Stage IVA, alive, 1066 days	4.1
TCGA-CR-5250-01A	0 years, male, white, stage:'--, alive, 799 days	4.0
TCGA-CV-A460-01A	0 years, male, white, stage:'--, dead, 1838 days	4.0
TCGA-HD-8314-01A	0 years, male, white, stage:Stage III, alive, 670 days	3.9
TCGA-CR-6470-01A	0 years, male, white, stage:Stage II, alive, 1521 days	3.9
TCGA-CV-7406-01A	0 years, male, white, stage:Stage II, dead, 1748 days	3.9
TCGA-T2-A6WX-01A	0 years, female, white, stage:'--, dead, 209 days	3.8
TCGA-UF-A71A-01A	0 years, male, white, stage:Stage IVA, dead, 86 days	3.8
TCGA-BA-6871-01A	0 years, male, white, stage:'--, dead, 108 days	3.7
TCGA-CR-5243-01A	0 years, male, white, stage:'--, alive, 2562 days	3.7
TCGA-CN-5374-01A	0 years, female, white, stage:Stage IVA, dead, 1732 days	3.7
TCGA-CQ-6224-01A	0 years, male, white, stage:Stage IVA, alive, 1721 days	3.5
TCGA-D6-A6EO-01A	0 years, male, white, stage:Stage IVA, alive, 759 days	3.3
TCGA-CN-6016-01A	0 years, male, white, stage:Stage IVA, alive, 1443 days	3.2
TCGA-CR-7398-01A	0 years, female, white, stage:Stage II, alive, 156 days	3.1
TCGA-CN-A6UY-01A	0 years, male, white, stage:Stage IVA, alive, 713 days	3.0
TCGA-CV-7440-01A	0 years, male, white, stage:Stage II, dead, 675 days	2.8
TCGA-CN-A497-01A	0 years, male, stage:Stage III, alive, 1065 days	2.8
TCGA-CV-6939-01A	0 years, male, white, stage:Stage IVA, dead, 666 days	2.8
TCGA-TN-A7HI-01A	0 years, male, white, stage:Stage IVA, alive, 412 days	2.8
TCGA-CV-A6JU-01A	0 years, female, white, stage:Stage IVB, alive, 110 days	2.6
TCGA-CV-7418-01A	0 years, male, black or african american, stage:Stage IVA, dead, 789 days	2.5
TCGA-CQ-6221-01A	0 years, male, white, stage:'--, alive, 1000 days	2.4
TCGA-F7-8298-01A	0 years, male, white, stage:Stage I, alive, 995 days	2.4
TCGA-CV-7263-01A	0 years, male, black or african american, stage:Stage II, dead, 560 days	2.4
TCGA-CV-A6JD-01A	0 years, female, white, stage:'--, dead, 182 days	2.1
TCGA-CX-7082-01A	0 years, male, white, stage:Stage IVA, dead, 11 days	2.0
TCGA-CN-A642-01A	0 years, male, white, stage:Stage IVB, dead, 82 days	1.8
TCGA-RS-A6TP-01A	0 years, male, white, stage:Stage II, alive, 516 days	1.8
TCGA-DQ-5631-01A	0 years, male, white, stage:'--, dead, 548 days	1.8
TCGA-CV-6433-01A	0 years, male, white, stage:Stage II, alive, 641 days	1.8
TCGA-CN-5361-01A	0 years, male, white, stage:Stage IVA, dead, 2120 days	1.8
TCGA-CV-6935-01A	0 years, male, white, stage:Stage IVA, dead, 295 days	1.8
TCGA-CV-7235-01A	0 years, male, white, stage:Stage II, alive, 2347 days	1.8
TCGA-P3-A5QA-01A	0 years, male, stage:Stage I, alive, 2182 days	1.8
TCGA-CV-6948-01A	0 years, female, white, stage:Stage IVB, dead, 1289 days	1.8
TCGA-CV-6962-01A	0 years, male, white, stage:Stage IVA, dead, 126 days	1.8
TCGA-HD-8224-01A	0 years, male, white, stage:Stage IVA, dead, 446 days	1.7
TCGA-CV-5443-01A	0 years, male, black or african american, stage:Stage III, alive, 2784 days	1.6
TCGA-DQ-7591-01A	0 years, male, white, stage:'--, alive, 622 days	1.6
TCGA-BB-4228-01A	0 years, male, white, stage:Stage III, alive, 559 days	1.6
TCGA-BA-4078-01A	0 years, male, white, stage:'--, dead, 276 days	1.5
TCGA-CV-6441-01A	0 years, male, white, stage:Stage III, dead, 292 days	1.5
TCGA-RS-A6TO-01A	0 years, female, white, stage:Stage IVA, dead, 387 days	1.4
TCGA-CN-A63U-01A	0 years, male, white, stage:Stage IVA, alive, 964 days	1.3
TCGA-CN-6997-01A	0 years, male, white, stage:Stage IVA, dead, 988 days	1.3
TCGA-CR-7370-01A	0 years, female, white, stage:'--, alive, 105 days	1.3
TCGA-CV-7100-01A	0 years, male, white, stage:Stage III, dead, 274 days	1.2
TCGA-CN-6023-01A	0 years, male, white, stage:Stage IVA, alive, 1584 days	1.1
TCGA-CV-7429-01A	0 years, male, white, stage:Stage IVA, dead, 107 days	1.1
TCGA-MT-A7BN-01A	0 years, male, white, stage:Stage IVA, alive, 469 days	1.0
TCGA-CV-7424-01A	0 years, male, asian, stage:Stage IVA, dead, 453 days	1.0
TCGA-D6-A6EP-01A	0 years, male, white, stage:Stage III, alive, 424 days	0.9
TCGA-BB-4225-01A	0 years, male, white, stage:'--, alive, 146 days	0.9
TCGA-CN-4735-01A	0 years, male, white, stage:Stage IVA, alive, 1737 days	0.9
TCGA-CV-5434-01A	0 years, male, black or african american, stage:Stage IVA, dead, 3314 days	0.9
TCGA-F7-A624-01A	0 years, male, white, stage:Stage II, alive, 378 days	0.9
TCGA-CR-6487-01A	0 years, male, white, stage:Stage I, alive, 234 days	0.8
TCGA-BB-4223-01A	0 years, male, white, stage:Stage IVA, alive, 3221 days	0.8
TCGA-CQ-A4CI-01A	0 years, male, white, stage:Stage III, alive, 950 days	0.8
TCGA-HD-A634-01A	0 years, male, white, stage:Stage IVA, dead, 130 days	0.7
TCGA-CR-6467-01A	0 years, male, white, stage:Stage III, alive, 1777 days	0.7
TCGA-CV-5966-01A	0 years, female, white, stage:Stage IVA, dead, 545 days	0.7
TCGA-IQ-7631-01A	0 years, female, white, stage:Stage II, alive, 1172 days	0.6
TCGA-BA-A8YP-01A	0 years, male, black or african american, stage:Stage IVB, alive, 499 days	0.6
TCGA-CV-5435-01A	0 years, male, white, stage:Stage IVA, dead, 2319 days	0.4
TCGA-BA-5559-01A	0 years, male, white, stage:'--, dead, 2083 days	0.4
TCGA-CV-7103-01A	0 years, male, white, stage:Stage IVA, dead, 1591 days	0.4
TCGA-CQ-7072-01A	0 years, male, white, stage:Stage II, alive, 2359 days	0.4
TCGA-IQ-A61O-01A	0 years, male, white, stage:Stage IVA, dead, 421 days	0.2
TCGA-QK-AA3K-01A	0 years, male, black or african american, stage:Stage IVA, alive, 253 days	0.2
TCGA-CR-5247-01A	0 years, male, black or african american, stage:'--, alive, 358 days	0.1
Show allShow less

HEAD AND NECK SQUAMOUS CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

183

Samples

Sample ID	Sample type	nRPX
CPT0163790003	Tumor	2.2
CPT0163740003	Tumor	2.2
CPT0087820003	Tumor	1.9
CPT0222360003	Tumor	1.7
CPT0245680003	Tumor	1.6
CPT0088410003	Tumor	1.4
CPT0195860003	Tumor	1.3
CPT0236620003	Tumor	1.3
CPT0248330003	Tumor	1.3
CPT0194800003	Normal	1.2
CPT0245600003	Tumor	1.1
CPT0095040003	Tumor	1.1
CPT0184530003	Tumor	1.0
CPT0201830004	Tumor	1.0
CPT0223450003	Tumor	1.0
CPT0245130003	Tumor	0.9
CPT0199710003	Normal	0.8
CPT0008630003	Tumor	0.8
C3N-02693-06	Normal	0.8
CPT0199700003	Tumor	0.7
CPT0169640003	Tumor	0.7
CPT0245730003	Tumor	0.7
CPT0088060004	Tumor	0.6
CPT0177010003	Tumor	0.6
CPT0194260003	Normal	0.5
CPT0245180003	Tumor	0.5
CPT0163720003	Normal	0.5
CPT0011130005	Tumor	0.5
CPT0246670003	Tumor	0.5
CPT0163840003	Tumor	0.4
CPT0011290003	Tumor	0.4
CPT0237620004	Tumor	0.4
CPT0243090003	Tumor	0.4
CPT0013210004	Tumor	0.4
CPT0241980004	Tumor	0.4
CPT0024810003	Tumor	0.4
CPT0163240003	Tumor	0.4
CPT0237130004	Tumor	0.4
CPT0236850004	Tumor	0.4
CPT0235460003	Tumor	0.3
CPT0246620003	Tumor	0.3
CPT0169890003	Tumor	0.3
CPT0087990003	Tumor	0.3
CPT0244940004	Tumor	0.2
CPT0196210003	Tumor	0.2
CPT0163340003	Tumor	0.2
CPT0008930003	Tumor	0.2
CPT0008520008	Tumor	0.2
CPT0226440003	Tumor	0.1
CPT0248520003	Tumor	0.1
CPT0194960003	Tumor	0.1
CPT0235910003	Tumor	0.0
CPT0194250003	Tumor	0.0
CPT0220610003	Tumor	0.0
CPT0013030003	Normal	0.0
CPT0094560004	Tumor	0.0
CPT0237150003	Normal	0.0
CPT0123180003	Tumor	-0.1
CPT0013430003	Tumor	-0.1
CPT0162990004	Tumor	-0.1
CPT0163480003	Tumor	-0.1
CPT0084630009	Tumor	-0.1
CPT0123190003	Normal	-0.1
CPT0194420003	Tumor	-0.1
CPT0169920003	Normal	-0.1
CPT0176770003	Tumor	-0.2
CPT0123280003	Normal	-0.2
CPT0123260003	Tumor	-0.2
CPT0245500003	Tumor	-0.2
CPT0177710003	Tumor	-0.2
CPT0094350004	Tumor	-0.3
CPT0169730003	Tumor	-0.3
CPT0246540003	Tumor	-0.3
CPT0094280004	Tumor	-0.3
CPT0195880003	Normal	-0.4
CPT0223460003	Normal	-0.4
CPT0237480004	Tumor	-0.4
CPT0013130003	Tumor	-0.4
CPT0245550003	Tumor	-0.4
CPT0245140003	Normal	-0.4
CPT0245300003	Tumor	-0.4
CPT0013250003	Normal	-0.4
CPT0222180003	Tumor	-0.4
CPT0248350003	Normal	-0.5
CPT0261520003	Tumor	-0.5
CPT0177200003	Tumor	-0.5
CPT0163410003	Tumor	-0.5
CPT0013000004	Tumor	-0.5
CPT0177390003	Tumor	-0.5
CPT0177220003	Normal	-0.5
CPT0163530003	Tumor	-0.6
CPT0245630003	Tumor	-0.6
CPT0236870003	Normal	-0.6
CPT0245010003	Tumor	-0.6
CPT0237500003	Normal	-0.6
CPT0245400003	Tumor	-0.6
CPT0245230004	Tumor	-0.7
CPT0162940003	Tumor	-0.7
CPT0088010003	Normal	-0.7
CPT0243140004	Normal	-0.7
CPT0011320003	Normal	-0.7
CPT0256560003	Tumor	-0.7
C3N-01758-04	Normal	-0.7
CPT0163090003	Tumor	-0.7
CPT0163490003	Normal	-0.8
CPT0223970003	Tumor	-0.8
C3N-04279-05	Normal	-0.8
CPT0226390003	Tumor	-0.8
CPT0226090003	Normal	-0.8
CPT0008960003	Normal	-0.8
CPT0013460003	Normal	-0.8
CPT0242000004	Normal	-0.8
CPT0088080003	Normal	-0.8
CPT0235920003	Normal	-0.8
CPT0084650004	Normal	-0.9
CPT0199890003	Normal	-0.9
CPT0236640003	Normal	-0.9
CPT0226400003	Normal	-0.9
CPT0163160003	Tumor	-0.9
C3N-01859-04	Normal	-0.9
CPT0088430003	Normal	-0.9
CPT0207870004	Tumor	-0.9
CPT0199880003	Tumor	-0.9
CPT0201860004	Normal	-0.9
CPT0237640003	Normal	-0.9
CPT0194790003	Tumor	-0.9
CPT0163800003	Normal	-0.9
C3N-04276-06	Normal	-0.9
CPT0163600003	Tumor	-1.0
CPT0163430003	Normal	-1.0
CPT0163020003	Normal	-1.0
CPT0094490004	Tumor	-1.0
CPT0127050003	Tumor	-1.0
CPT0244890004	Tumor	-1.0
C3N-00295-05	Normal	-1.0
CPT0226030003	Tumor	-1.1
CPT0190850003	Tumor	-1.1
CPT0220620003	Normal	-1.1
CPT0245060004	Tumor	-1.1
CPT0245020003	Normal	-1.1
CPT0196060003	Normal	-1.1
CPT0196040003	Tumor	-1.1
C3N-04275-05	Normal	-1.1
CPT0163860003	Normal	-1.2
CPT0246590003	Tumor	-1.2
CPT0229220002	Normal	-1.2
CPT0245460003	Normal	-1.2
CPT0245190003	Normal	-1.3
CPT0163650003	Tumor	-1.3
CPT0226450003	Normal	-1.3
CPT0094420004	Tumor	-1.3
CPT0226250004	Tumor	-1.3
CPT0245450003	Tumor	-1.3
CPT0163910003	Tumor	-1.3
CPT0226340003	Tumor	-1.4
C3N-00857-05	Normal	-1.4
CPT0245410003	Normal	-1.4
CPT0222200003	Normal	-1.4
CPT0226130003	Tumor	-1.5
CPT0195700003	Normal	-1.5
CPT0281470002	Normal	-1.5
CPT0163250003	Normal	-1.5
CPT0235470002	Normal	-1.6
CPT0278700002	Normal	-1.6
CPT0169740004	Normal	-1.6
CPT0199820003	Tumor	-1.6
CPT0162890003	Tumor	-1.6
CPT0190860003	Normal	-1.7
CPT0245350003	Tumor	-1.7
CPT0250310003	Tumor	-1.7
CPT0163170003	Normal	-1.7
CPT0226270003	Normal	-1.8
CPT0163610003	Normal	-1.8
CPT0094580003	Normal	-1.9
CPT0199830003	Normal	-2.0
CPT0195680003	Tumor	-2.1
C3N-01620-05	Normal	-2.1
CPT0226350003	Normal	-2.3
CPT0245560003	Normal	-2.4
CPT0229230003	Normal	N/A
CPT0169750003	Normal	N/A
CPT0229210003	Tumor	N/A
CPT0229190003	Tumor	N/A
Show allShow less

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 HPA002881	Antibody CAB025872
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
Neoplasm, malignant, NOS
Adenocarcinoma, NOS
Squamous cell carcinoma, NOS
Squamous cell carcinoma, NOS Squamous cell carcinoma, metastatic, NOS