Expression of ASS1 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

ASS1 is not prognostic in Head and Neck Squamous Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 163.92

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

118.7

Number of samples

492

Samples

Sample	Description	TPM
TCGA-CR-7371-01A	0 years, female, white, stage:Stage III, dead, 94 days	1023.2
TCGA-CV-7406-01A	0 years, male, white, stage:Stage II, dead, 1748 days	875.1
TCGA-CV-7414-01A	0 years, male, white, stage:Stage IVA, dead, 14 days	684.2
TCGA-BB-A6UM-01A	0 years, male, white, stage:Stage III, alive, 393 days	672.7
TCGA-CR-7368-01A	0 years, male, white, stage:Stage IVA, alive, 1245 days	661.1
TCGA-BA-A6DJ-01A	0 years, male, asian, stage:Stage IVA, dead, 407 days	642.5
TCGA-CN-6996-01A	0 years, female, white, stage:Stage IVA, dead, 530 days	566.9
TCGA-P3-A5QF-01A	0 years, male, white, stage:Stage IVA, dead, 330 days	563.6
TCGA-BB-4228-01A	0 years, male, white, stage:Stage III, alive, 559 days	526.4
TCGA-KU-A6H7-01A	0 years, female, white, stage:Stage IVA, alive, 586 days	520.1
TCGA-CQ-7068-01A	0 years, female, white, stage:Stage II, alive, 1309 days	515.5
TCGA-CR-6481-01A	0 years, male, white, stage:'--, alive, 311 days	483.5
TCGA-CV-6961-01A	0 years, male, white, stage:Stage II, dead, 76 days	468.3
TCGA-CV-5966-01A	0 years, female, white, stage:Stage IVA, dead, 545 days	466.0
TCGA-CV-5444-01A	0 years, male, black or african american, stage:Stage IVA, alive, 2437 days	449.0
TCGA-CV-6441-01A	0 years, male, white, stage:Stage III, dead, 292 days	448.9
TCGA-CN-6992-01A	0 years, male, white, stage:Stage IVA, alive, 1066 days	436.1
TCGA-QK-A6VC-01A	0 years, female, black or african american, stage:Stage IVA, alive, 600 days	419.5
TCGA-CQ-5334-01A	0 years, male, white, stage:Stage IVA, dead, 129 days	412.0
TCGA-CV-7430-01A	0 years, male, white, stage:Stage IVA, dead, 495 days	408.4
TCGA-HD-7754-01A	0 years, male, white, stage:Stage IVA, alive, 783 days	402.0
TCGA-CR-6480-01A	0 years, male, white, stage:'--, alive, 362 days	392.8
TCGA-CN-5363-01A	0 years, male, black or african american, stage:Stage IVB, dead, 253 days	386.9
TCGA-CV-6937-01A	0 years, male, white, stage:Stage II, dead, 624 days	384.4
TCGA-CR-7385-01A	0 years, male, white, stage:'--, alive, 997 days	381.9
TCGA-DQ-5625-01A	0 years, female, white, stage:'--, dead, 1133 days	375.0
TCGA-CV-7407-01A	0 years, female, white, stage:Stage II, dead, 1081 days	350.1
TCGA-CX-7082-01A	0 years, male, white, stage:Stage IVA, dead, 11 days	346.6
TCGA-CV-7100-01A	0 years, male, white, stage:Stage III, dead, 274 days	340.3
TCGA-DQ-7588-01A	0 years, male, white, stage:'--, dead, 427 days	337.6
TCGA-CV-A45Z-01A	0 years, male, white, stage:'--, dead, 1466 days	322.7
TCGA-CN-4729-01A	0 years, male, white, stage:Stage III, alive, 392 days	322.4
TCGA-CV-7177-01A	0 years, female, white, stage:Stage II, dead, 663 days	321.7
TCGA-CN-A49B-01A	0 years, male, white, stage:Stage III, alive, 904 days	321.6
TCGA-BA-6871-01A	0 years, male, white, stage:'--, dead, 108 days	317.9
TCGA-CV-6433-01A	0 years, male, white, stage:Stage II, alive, 641 days	316.7
TCGA-CV-A6JD-01A	0 years, female, white, stage:'--, dead, 182 days	300.7
TCGA-H7-8501-01A	0 years, male, white, stage:Stage IVA, alive, 461 days	300.3
TCGA-CN-A6V6-01A	0 years, male, white, stage:Stage IVA, alive, 635 days	299.8
TCGA-CV-6962-01A	0 years, male, white, stage:Stage IVA, dead, 126 days	299.5
TCGA-CR-6473-01A	0 years, male, white, stage:'--, alive, 1125 days	299.5
TCGA-CN-6995-01A	0 years, male, white, stage:Stage IVA, dead, 112 days	298.7
TCGA-QK-A6II-01A	0 years, male, white, stage:Stage IVA, dead, 284 days	289.4
TCGA-BA-A6DD-01A	0 years, male, black or african american, stage:Stage IVA, dead, 173 days	283.1
TCGA-D6-6824-01A	0 years, male, white, stage:Stage IVA, alive, 77 days	275.5
TCGA-HL-7533-01A	0 years, male, white, stage:'--, alive, 1057 days	274.0
TCGA-CV-6939-01A	0 years, male, white, stage:Stage IVA, dead, 666 days	268.8
TCGA-P3-A6T5-01A	0 years, female, white, stage:Stage IVA, dead, 882 days	268.0
TCGA-BA-4075-01A	0 years, male, black or african american, stage:Stage III, dead, 283 days	267.3
TCGA-BB-4223-01A	0 years, male, white, stage:Stage IVA, alive, 3221 days	261.0
TCGA-CN-6021-01A	0 years, female, white, stage:'--, dead, 276 days	258.1
TCGA-CR-7395-01A	0 years, female, white, stage:Stage II, alive, 930 days	254.2
TCGA-CN-A6V7-01A	0 years, male, white, stage:Stage IVA, alive, 594 days	251.9
TCGA-T2-A6WX-01A	0 years, female, white, stage:'--, dead, 209 days	246.9
TCGA-CV-7421-01A	0 years, male, white, stage:Stage IVA, dead, 2 days	244.2
TCGA-CR-7376-01A	0 years, male, white, stage:Stage III, alive, 972 days	239.6
TCGA-T3-A92M-01A	0 years, male, black or african american, stage:Stage IVA, alive, 417 days	237.7
TCGA-QK-AA3J-01A	0 years, male, black or african american, stage:Stage I, alive, 466 days	235.1
TCGA-F7-A50I-01A	0 years, male, white, stage:Stage IVA, alive, 92 days	234.1
TCGA-CN-A499-01A	0 years, female, white, stage:Stage II, alive, 717 days	231.7
TCGA-UP-A6WW-01A	0 years, male, white, stage:'--, alive, 518 days	230.7
TCGA-DQ-5629-01A	0 years, male, white, stage:'--, dead, 941 days	229.4
TCGA-HD-A4C1-01A	0 years, female, black or african american, stage:Stage IVA, alive, 11 days	229.3
TCGA-CN-5359-01A	0 years, male, white, stage:Stage IVA, dead, 377 days	227.8
TCGA-CR-5243-01A	0 years, male, white, stage:'--, alive, 2562 days	225.2
TCGA-CR-5248-01A	0 years, male, white, stage:'--, alive, 1663 days	223.6
TCGA-CV-6952-01A	0 years, female, white, stage:Stage IVA, dead, 185 days	218.5
TCGA-CQ-5333-01A	0 years, male, white, stage:Stage II, dead, 341 days	214.7
TCGA-CR-6470-01A	0 years, male, white, stage:Stage II, alive, 1521 days	212.6
TCGA-CN-4741-01A	0 years, male, white, stage:Stage IVA, alive, 2239 days	208.6
TCGA-D6-A6EO-01A	0 years, male, white, stage:Stage IVA, alive, 759 days	208.0
TCGA-CR-6467-01A	0 years, male, white, stage:Stage III, alive, 1777 days	204.5
TCGA-RS-A6TO-01A	0 years, female, white, stage:Stage IVA, dead, 387 days	204.1
TCGA-CV-7248-01A	0 years, female, black or african american, stage:Stage IVA, dead, 521 days	203.2
TCGA-IQ-A61I-01A	0 years, male, black or african american, stage:Stage IVA, dead, 2 days	202.6
TCGA-QK-A8ZA-01A	0 years, male, black or african american, stage:'--, dead, 371 days	200.9
TCGA-BA-A6DE-01A	0 years, female, white, stage:Stage II, alive, 440 days	199.2
TCGA-CQ-A4CG-01A	0 years, female, white, stage:Stage III, dead, 430 days	199.0
TCGA-BB-4225-01A	0 years, male, white, stage:'--, alive, 146 days	197.1
TCGA-CQ-A4CD-01A	0 years, male, white, stage:Stage IVA, alive, 1022 days	196.4
TCGA-CV-5976-01A	0 years, male, white, stage:Stage IVA, alive, 1478 days	193.4
TCGA-CR-7402-01A	0 years, male, white, stage:'--, alive, 911 days	192.4
TCGA-CV-5430-01A	0 years, male, white, stage:Stage IVA, alive, 4241 days	190.2
TCGA-BA-5556-01A	0 years, female, white, stage:Stage II, alive, 725 days	190.0
TCGA-T2-A6X0-01A	0 years, male, white, stage:'--, alive, 216 days	189.5
TCGA-CV-6960-01A	0 years, male, black or african american, stage:Stage III, dead, 862 days	189.2
TCGA-CQ-6227-01A	0 years, male, white, stage:Stage IVA, dead, 129 days	188.9
TCGA-CN-A6UY-01A	0 years, male, white, stage:Stage IVA, alive, 713 days	188.8
TCGA-IQ-A61E-01A	0 years, female, white, stage:Stage III, alive, 1147 days	188.6
TCGA-CQ-A4C6-01A	0 years, male, asian, stage:Stage II, alive, 1353 days	187.8
TCGA-P3-A5QE-01A	0 years, male, white, stage:Stage III, alive, 1559 days	186.4
TCGA-BA-5151-01A	0 years, male, white, stage:Stage IVA, alive, 722 days	181.0
TCGA-WA-A7GZ-01A	0 years, male, white, stage:'--, dead, 625 days	179.5
TCGA-D6-A6EM-01A	0 years, female, white, stage:Stage III, alive, 232 days	178.7
TCGA-BA-6873-01A	0 years, male, white, stage:Stage IVA, alive, 122 days	177.7
TCGA-D6-6826-01A	0 years, female, white, stage:Stage IVA, dead, 348 days	176.8
TCGA-BA-5152-01A	0 years, male, white, stage:Stage IVA, alive, 1288 days	176.4
TCGA-MT-A7BN-01A	0 years, male, white, stage:Stage IVA, alive, 469 days	175.6
TCGA-CV-7247-01A	0 years, male, white, stage:Stage III, dead, 577 days	175.6
TCGA-CV-7255-01A	0 years, female, white, stage:Stage IVA, dead, 64 days	173.5
TCGA-F7-7848-01A	0 years, male, white, stage:Stage IVA, alive, 1131 days	173.4
TCGA-CV-7104-01A	0 years, female, white, stage:Stage IVA, dead, 393 days	173.1
TCGA-CV-7099-01A	0 years, female, white, stage:Stage II, dead, 243 days	172.5
TCGA-CN-4731-01A	0 years, female, white, stage:Stage IVA, dead, 998 days	165.9
TCGA-BA-A6DI-01A	0 years, male, black or african american, stage:'--, dead, 336 days	165.0
TCGA-QK-A6V9-01A	0 years, male, white, stage:Stage II, alive, 833 days	162.8
TCGA-CV-7238-01A	0 years, female, white, stage:Stage II, alive, 2727 days	162.2
TCGA-CV-7438-01A	0 years, female, white, stage:Stage I, dead, 194 days	161.9
TCGA-CQ-5324-01A	0 years, male, white, stage:Stage III, alive, 1593 days	160.3
TCGA-CQ-A4C9-01A	0 years, male, stage:Stage III, alive, 707 days	160.1
TCGA-CQ-7065-01A	0 years, male, asian, stage:Stage II, alive, 1628 days	159.5
TCGA-CV-7415-01A	0 years, male, white, stage:Stage IVA, dead, 695 days	158.9
TCGA-CV-6938-01A	0 years, male, white, stage:Stage II, dead, 144 days	156.9
TCGA-F7-A61V-01A	0 years, male, white, stage:Stage II, alive, 759 days	155.7
TCGA-QK-A6VB-01A	0 years, male, white, stage:Stage IVA, alive, 641 days	155.4
TCGA-CN-6010-01A	0 years, male, white, stage:Stage IVA, alive, 1523 days	155.3
TCGA-CV-7418-01A	0 years, male, black or african american, stage:Stage IVA, dead, 789 days	154.6
TCGA-CR-6472-01A	0 years, male, white, stage:'--, alive, 1050 days	152.6
TCGA-CN-4739-01A	0 years, male, white, stage:Stage IVA, dead, 1394 days	152.1
TCGA-H7-A76A-01A	0 years, male, white, stage:'--, alive, 637 days	151.1
TCGA-CN-6988-01A	0 years, male, white, stage:Stage IVA, alive, 318 days	149.8
TCGA-CR-7377-01A	0 years, male, white, stage:Stage IVA, dead, 279 days	148.5
TCGA-CX-A4AQ-01A	0 years, male, white, stage:Stage IVA, alive, 1555 days	147.3
TCGA-MT-A67F-01A	0 years, female, white, stage:Stage IVA, alive, 384 days	145.9
TCGA-QK-A64Z-01A	0 years, female, white, stage:Stage IVA, dead, 641 days	145.7
TCGA-CQ-A4CI-01A	0 years, male, white, stage:Stage III, alive, 950 days	145.6
TCGA-CV-A461-01A	0 years, male, white, stage:'--, dead, 2064 days	142.7
TCGA-UF-A7JS-01A	0 years, male, white, stage:Stage IVA, dead, 680 days	142.4
TCGA-CN-A498-01A	0 years, female, white, stage:Stage III, dead, 773 days	141.0
TCGA-QK-A652-01A	0 years, male, white, stage:Stage III, alive, 645 days	139.9
TCGA-BA-A6D8-01A	0 years, male, black or african american, stage:Stage IVA, alive, 850 days	138.8
TCGA-CV-5443-01A	0 years, male, black or african american, stage:Stage III, alive, 2784 days	138.3
TCGA-CN-4738-01A	0 years, male, white, stage:Stage IVA, dead, 436 days	137.7
TCGA-CV-7101-01A	0 years, male, white, stage:Stage II, dead, 160 days	131.2
TCGA-CN-4727-01A	0 years, male, white, stage:Stage IVA, alive, 1560 days	128.9
TCGA-CV-7263-01A	0 years, male, black or african american, stage:Stage II, dead, 560 days	128.6
TCGA-P3-A5Q5-01A	0 years, male, white, stage:Stage IVA, alive, 910 days	127.6
TCGA-CV-7425-01A	0 years, female, white, stage:Stage III, dead, 1718 days	127.0
TCGA-CN-4735-01A	0 years, male, white, stage:Stage IVA, alive, 1737 days	125.9
TCGA-DQ-5624-01A	0 years, female, white, stage:'--, alive, 1778 days	125.3
TCGA-CV-7433-01A	0 years, male, white, stage:Stage IVA, dead, 601 days	125.1
TCGA-CN-6997-01A	0 years, male, white, stage:Stage IVA, dead, 988 days	124.3
TCGA-CV-6003-01A	0 years, female, white, stage:Stage III, alive, 1665 days	123.9
TCGA-CV-7236-01A	0 years, female, white, stage:Stage IVA, dead, 144 days	123.5
TCGA-UF-A7JT-01A	0 years, female, white, stage:Stage IVA, dead, 993 days	122.5
TCGA-UF-A718-01A	0 years, male, white, stage:Stage IVA, alive, 1971 days	122.4
TCGA-CN-6022-01A	0 years, male, white, stage:Stage IVA, dead, 281 days	121.7
TCGA-CR-6492-01A	0 years, male, white, stage:Stage III, alive, 479 days	121.5
TCGA-HD-8314-01A	0 years, male, white, stage:Stage III, alive, 670 days	120.3
TCGA-MT-A51W-01A	0 years, female, white, stage:Stage I, alive, 437 days	120.2
TCGA-CR-6491-01A	0 years, male, black or african american, stage:Stage IVA, alive, 693 days	119.7
TCGA-UF-A7JF-01A	0 years, male, white, stage:Stage IVA, alive, 1686 days	119.4
TCGA-CV-6940-01A	0 years, female, white, stage:Stage III, dead, 804 days	118.9
TCGA-CN-5370-01A	0 years, male, white, stage:Stage III, dead, 259 days	118.3
TCGA-RS-A6TP-01A	0 years, male, white, stage:Stage II, alive, 516 days	117.9
TCGA-UF-A71E-01A	0 years, male, white, stage:Stage IVA, dead, 1504 days	117.6
TCGA-CR-7374-01A	0 years, female, white, stage:'--, alive, 30 days	116.4
TCGA-CN-6012-01A	0 years, male, white, stage:Stage IVA, alive, 1460 days	115.7
TCGA-BA-A4IF-01A	0 years, male, white, stage:'--, alive, 895 days	115.5
TCGA-CQ-7063-01A	0 years, female, white, stage:Stage I, alive, 2133 days	115.4
TCGA-CV-7097-01A	0 years, male, white, stage:Stage II, dead, 385 days	115.1
TCGA-D6-A6EN-01A	0 years, male, white, stage:Stage III, alive, 687 days	115.0
TCGA-CN-5355-01A	0 years, male, black or african american, stage:Stage IVA, alive, 1278 days	113.3
TCGA-CV-7090-01A	0 years, male, white, stage:Stage II, alive, 5252 days	113.1
TCGA-BB-A5HY-01A	0 years, male, white, stage:Stage IVA, dead, 321 days	112.6
TCGA-CR-5250-01A	0 years, male, white, stage:'--, alive, 799 days	112.2
TCGA-CX-7219-01A	0 years, male, black or african american, stage:Stage IVA, alive, 1045 days	111.4
TCGA-CN-5364-01A	0 years, male, white, stage:Stage IVA, dead, 493 days	110.9
TCGA-CN-5367-01A	0 years, female, white, stage:Stage IVA, dead, 352 days	110.7
TCGA-CV-7235-01A	0 years, male, white, stage:Stage II, alive, 2347 days	110.7
TCGA-CV-6948-01A	0 years, female, white, stage:Stage IVB, dead, 1289 days	108.7
TCGA-D6-6827-01A	0 years, female, white, stage:Stage I, alive, 568 days	108.5
TCGA-CN-4736-01A	0 years, female, white, stage:'--, dead, 395 days	107.9
TCGA-D6-A74Q-01A	0 years, male, white, stage:Stage IVA, alive, 710 days	107.8
TCGA-CR-7364-01A	0 years, male, white, stage:Stage III, alive, 1435 days	107.1
TCGA-CR-6487-01A	0 years, male, white, stage:Stage I, alive, 234 days	105.1
TCGA-CV-6955-01A	0 years, female, white, stage:Stage II, dead, 334 days	105.0
TCGA-T3-A92N-01A	0 years, male, black or african american, stage:Stage IVA, dead, 95 days	104.7
TCGA-WA-A7H4-01A	0 years, male, white, stage:Stage II, alive, 443 days	104.6
TCGA-BA-A4II-01A	0 years, male, white, stage:Stage II, alive, 918 days	103.4
TCGA-CQ-6228-01A	0 years, female, white, stage:Stage IVA, dead, 456 days	103.2
TCGA-CN-4737-01A	0 years, male, white, stage:Stage IVA, alive, 625 days	102.9
TCGA-CQ-7071-01A	0 years, female, white, stage:Stage III, alive, 1311 days	102.5
TCGA-CV-7437-01A	0 years, male, stage:Stage II, dead, 506 days	101.5
TCGA-QK-A6IF-01A	0 years, male, white, stage:'--, alive, 704 days	100.9
TCGA-CN-4725-01A	0 years, male, white, stage:Stage II, alive, 1157 days	100.8
TCGA-P3-A6T8-01A	0 years, male, white, stage:Stage IVA, alive, 400 days	99.1
TCGA-BA-5153-01A	0 years, male, white, stage:'--, dead, 1762 days	98.7
TCGA-CN-6020-01A	0 years, male, black or african american, stage:Stage III, dead, 205 days	98.5
TCGA-CN-6998-01A	0 years, male, white, stage:Stage IVA, dead, 357 days	98.0
TCGA-T2-A6X2-01A	0 years, male, white, stage:Stage III, alive, 987 days	98.0
TCGA-CN-4733-01A	0 years, male, white, stage:Stage III, alive, 1586 days	97.1
TCGA-CV-6935-01A	0 years, male, white, stage:Stage IVA, dead, 295 days	97.0
TCGA-CR-7383-01A	0 years, female, white, stage:Stage I, dead, 521 days	96.9
TCGA-CV-A463-01A	0 years, female, white, stage:Stage IVA, dead, 23 days	96.6
TCGA-CX-7086-01A	0 years, male, black or african american, stage:Stage III, alive, 573 days	96.6
TCGA-UF-A7JA-01A	0 years, female, white, stage:Stage IVA, alive, 2265 days	96.4
TCGA-H7-A6C4-01A	0 years, female, white, stage:Stage IVA, dead, 414 days	96.3
TCGA-CR-7379-01A	0 years, female, white, stage:Stage IVA, alive, 1036 days	96.2
TCGA-HD-A6HZ-01A	0 years, female, white, stage:Stage III, alive, 111 days	95.4
TCGA-P3-A6SX-01A	0 years, male, white, stage:Stage III, dead, 1430 days	95.0
TCGA-BA-A6DG-01A	0 years, male, white, stage:'--, dead, 69 days	94.6
TCGA-CN-6994-01A	0 years, male, white, stage:Stage IVA, alive, 1183 days	94.4
TCGA-CN-4734-01A	0 years, male, white, stage:Stage II, alive, 1690 days	94.2
TCGA-CN-5369-01A	0 years, female, white, stage:Stage IVA, dead, 1 days	94.2
TCGA-F7-A620-01A	0 years, male, white, stage:Stage III, alive, 543 days	93.5
TCGA-CQ-5323-01A	0 years, male, white, stage:Stage I, alive, 1466 days	93.4
TCGA-CV-6436-01A	0 years, male, white, stage:Stage IVA, alive, 1899 days	92.8
TCGA-CR-6471-01A	0 years, male, white, stage:Stage IVA, dead, 1202 days	91.8
TCGA-CV-A45P-01A	0 years, female, white, stage:Stage I, alive, 639 days	91.8
TCGA-CR-7373-01A	0 years, male, white, stage:Stage IVA, alive, 889 days	91.8
TCGA-CR-6484-01A	0 years, female, asian, stage:Stage IVA, alive, 354 days	91.5
TCGA-CV-A6K2-01A	0 years, male, white, stage:Stage IVA, dead, 317 days	91.2
TCGA-F7-A61W-01A	0 years, male, asian, stage:Stage IVA, alive, 14 days	90.1
TCGA-CV-5971-01A	0 years, male, white, stage:Stage IVA, alive, 701 days	90.1
TCGA-TN-A7HL-01A	0 years, male, white, stage:Stage IVA, alive, 619 days	90.0
TCGA-BB-4227-01A	0 years, male, white, stage:Stage IVA, alive, 134 days	89.9
TCGA-CV-7089-01A	0 years, male, white, stage:Stage IVA, dead, 1972 days	89.8
TCGA-CQ-5330-01A	0 years, female, white, stage:Stage IVA, alive, 1897 days	89.7
TCGA-CN-4723-01A	0 years, male, white, stage:Stage IVA, alive, 1699 days	89.4
TCGA-CV-A464-01A	0 years, male, white, stage:Stage III, alive, 1722 days	88.9
TCGA-BA-5555-01A	0 years, male, black or african american, stage:Stage IVA, alive, 520 days	88.7
TCGA-UF-A7JO-01A	0 years, female, white, stage:Stage IVA, dead, 631 days	88.6
TCGA-CR-7394-01A	0 years, male, white, stage:Stage IVA, alive, 1346 days	88.1
TCGA-CN-A49C-01A	0 years, male, white, stage:'--, alive, 645 days	88.1
TCGA-HD-8635-01A	0 years, female, white, stage:Stage III, alive, 695 days	88.0
TCGA-H7-8502-01A	0 years, male, white, stage:Stage IVA, alive, 458 days	87.7
TCGA-CN-4726-01A	0 years, male, white, stage:Stage IVA, dead, 142 days	87.2
TCGA-MT-A67A-01A	0 years, female, white, stage:Stage I, alive, 914 days	87.2
TCGA-DQ-5630-01A	0 years, male, white, stage:'--, alive, 1030 days	87.1
TCGA-CN-6017-01A	0 years, male, white, stage:Stage IVA, dead, 853 days	86.7
TCGA-CQ-A4CB-01A	0 years, male, stage:Stage III, alive, 893 days	85.9
TCGA-IQ-A61H-01A	0 years, male, white, stage:Stage II, alive, 1138 days	84.9
TCGA-BA-A4IH-01A	0 years, male, white, stage:'--, alive, 622 days	84.1
TCGA-D6-8568-01A	0 years, male, white, stage:Stage II, alive, 759 days	84.0
TCGA-H7-7774-01A	0 years, female, white, stage:Stage IVA, alive, 407 days	83.9
TCGA-CQ-6224-01A	0 years, male, white, stage:Stage IVA, alive, 1721 days	83.7
TCGA-CR-7370-01A	0 years, female, white, stage:'--, alive, 105 days	83.1
TCGA-CV-A6JU-01A	0 years, female, white, stage:Stage IVB, alive, 110 days	82.9
TCGA-CN-A63T-01A	0 years, male, white, stage:Stage IVA, alive, 225 days	82.7
TCGA-F7-8489-01A	0 years, male, white, stage:Stage II, alive, 658 days	82.6
TCGA-CV-7428-01A	0 years, male, white, stage:Stage IVA, dead, 1671 days	81.0
TCGA-CV-7102-01A	0 years, female, white, stage:Stage IVA, dead, 56 days	80.6
TCGA-CR-7389-01A	0 years, male, black or african american, stage:'--, alive, 392 days	80.1
TCGA-P3-A6SW-01A	0 years, male, white, stage:Stage IVB, alive, 1120 days	79.6
TCGA-CN-5360-01A	0 years, male, white, stage:Stage IVA, alive, 2169 days	79.4
TCGA-CV-A465-01A	0 years, male, white, stage:Stage III, dead, 215 days	78.8
TCGA-BA-6869-01A	0 years, male, white, stage:Stage III, alive, 644 days	78.0
TCGA-CQ-5331-01A	0 years, female, white, stage:'--, alive, 1399 days	77.7
TCGA-BA-4076-01A	0 years, male, white, stage:'--, dead, 415 days	77.6
TCGA-CV-7242-01A	0 years, female, white, stage:Stage II, alive, 1095 days	77.2
TCGA-D6-6515-01A	0 years, female, white, stage:Stage II, dead, 403 days	77.2
TCGA-BA-6870-01A	0 years, female, black or african american, stage:'--, dead, 451 days	76.9
TCGA-CR-7386-01A	0 years, male, white, stage:Stage IVA, alive, 1430 days	76.2
TCGA-UF-A7JK-01A	0 years, male, stage:Stage IVA, dead, 424 days	75.6
TCGA-CN-5373-01A	0 years, female, white, stage:Stage I, alive, 1584 days	75.1
TCGA-CV-5970-01A	0 years, male, white, stage:Stage IVA, dead, 406 days	75.0
TCGA-BA-5559-01A	0 years, male, white, stage:'--, dead, 2083 days	75.0
TCGA-P3-A5Q6-01A	0 years, male, white, stage:Stage IVA, dead, 480 days	74.8
TCGA-D6-A4Z9-01A	0 years, male, white, stage:Stage IVA, alive, 539 days	73.8
TCGA-C9-A47Z-01A	0 years, female, asian, stage:Stage III, dead, 191 days	73.8
TCGA-CQ-5325-01A	0 years, male, white, stage:Stage I, dead, 654 days	73.5
TCGA-CN-4728-01A	0 years, male, white, stage:Stage IVA, alive, 1724 days	72.8
TCGA-CV-7183-01A	0 years, male, white, stage:Stage II, alive, 3981 days	72.8
TCGA-CV-7180-01A	0 years, male, white, stage:Stage II, dead, 327 days	72.4
TCGA-CN-4742-01A	0 years, female, white, stage:Stage IVA, dead, 397 days	72.3
TCGA-CV-6943-01A	0 years, male, white, stage:Stage III, dead, 602 days	71.3
TCGA-CV-7422-01A	0 years, female, white, stage:Stage IVA, dead, 1037 days	70.9
TCGA-CR-7369-01A	0 years, male, white, stage:Stage IVA, dead, 1090 days	70.6
TCGA-IQ-A61J-01A	0 years, male, white, stage:Stage IVA, alive, 1021 days	70.1
TCGA-CV-A468-01A	0 years, male, stage:Stage IVA, dead, 464 days	69.7
TCGA-CR-7367-01A	0 years, male, white, stage:Stage IVA, alive, 1440 days	68.4
TCGA-CV-6959-01A	0 years, male, white, stage:Stage III, dead, 256 days	67.9
TCGA-CV-6954-01A	0 years, male, black or african american, stage:Stage IVA, dead, 2002 days	65.9
TCGA-D6-A4ZB-01A	0 years, male, white, stage:Stage III, alive, 376 days	65.6
TCGA-CV-7424-01A	0 years, male, asian, stage:Stage IVA, dead, 453 days	65.3
TCGA-CV-A6JZ-01A	0 years, male, white, stage:Stage II, alive, 714 days	65.3
TCGA-P3-A6T7-01A	0 years, male, white, stage:Stage IVA, dead, 487 days	65.2
TCGA-TN-A7HJ-01A	0 years, male, white, stage:Stage IVA, alive, 403 days	65.2
TCGA-CV-5977-01A	0 years, male, white, stage:Stage IVA, alive, 1840 days	65.0
TCGA-MZ-A6I9-01A	0 years, male, white, stage:'--, dead, 489 days	64.8
TCGA-IQ-7632-01A	0 years, female, white, stage:Stage IVA, alive, 441 days	64.7
TCGA-CR-7404-01A	0 years, male, white, stage:'--, alive, 1472 days	64.5
TCGA-KU-A66T-01A	0 years, female, white, stage:Stage IVA, alive, 552 days	64.2
TCGA-QK-AA3K-01A	0 years, male, black or african american, stage:Stage IVA, alive, 253 days	63.7
TCGA-CR-7390-01A	0 years, male, white, stage:Stage IVA, alive, 1508 days	63.6
TCGA-CV-A6K1-01A	0 years, male, white, stage:Stage IVA, alive, 685 days	63.4
TCGA-CR-7388-01A	0 years, female, white, stage:'--, dead, 823 days	63.3
TCGA-CR-6474-01A	0 years, male, white, stage:Stage IVA, dead, 564 days	63.0
TCGA-D6-6823-01A	0 years, male, white, stage:Stage II, alive, 701 days	62.8
TCGA-CV-A45V-01A	0 years, female, white, stage:Stage IVA, dead, 32 days	62.7
TCGA-UF-A719-01A	0 years, male, stage:Stage II, alive, 1663 days	62.7
TCGA-CR-7392-01A	0 years, female, white, stage:Stage IVA, alive, 1425 days	62.1
TCGA-CN-5358-01A	0 years, male, white, stage:Stage II, dead, 261 days	61.8
TCGA-BB-4217-01A	0 years, male, black or african american, stage:Stage IVA, alive, 187 days	61.7
TCGA-CR-5249-01A	0 years, female, white, stage:Stage II, alive, 1152 days	61.7
TCGA-CQ-A4CE-01A	0 years, female, stage:Stage II, alive, 897 days	61.6
TCGA-CR-5247-01A	0 years, male, black or african american, stage:'--, alive, 358 days	61.5
TCGA-CV-A45U-01A	0 years, male, white, stage:Stage IVA, dead, 1079 days	61.3
TCGA-CQ-6219-01A	0 years, female, white, stage:Stage IVA, dead, 479 days	60.7
TCGA-CN-A6V3-01A	0 years, male, white, stage:Stage IVA, alive, 742 days	60.6
TCGA-CV-7413-01A	0 years, female, white, stage:Stage II, dead, 294 days	60.1
TCGA-CV-A45T-01A	0 years, female, white, stage:'--, dead, 4856 days	60.1
TCGA-UF-A71B-01A	0 years, male, white, stage:Stage IVA, alive, 1506 days	60.0
TCGA-D6-A6EQ-01A	0 years, male, white, stage:Stage IVA, alive, 368 days	59.9
TCGA-CR-6493-01A	0 years, male, black or african american, stage:Stage IVA, dead, 282 days	59.9
TCGA-CN-4730-01A	0 years, male, white, stage:Stage IVA, alive, 817 days	59.8
TCGA-HD-7832-01A	0 years, male, white, stage:Stage IVA, alive, 836 days	59.8
TCGA-CN-A49A-01A	0 years, male, white, stage:Stage IVB, dead, 526 days	59.8
TCGA-DQ-7591-01A	0 years, male, white, stage:'--, alive, 622 days	59.6
TCGA-CR-6478-01A	0 years, female, white, stage:'--, dead, 183 days	59.2
TCGA-BB-8596-01A	0 years, female, white, stage:Stage IVA, alive, 2161 days	59.1
TCGA-CV-6945-01A	0 years, male, white, stage:Stage IVA, dead, 366 days	59.1
TCGA-UF-A7JV-01A	0 years, female, white, stage:Stage IVA, dead, 90 days	58.9
TCGA-BA-5558-01A	0 years, male, white, stage:'--, alive, 1995 days	58.6
TCGA-CQ-6218-01A	0 years, female, white, stage:Stage IVA, alive, 1253 days	58.5
TCGA-BA-4078-01A	0 years, male, white, stage:'--, dead, 276 days	57.7
TCGA-C9-A480-01A	0 years, female, asian, stage:Stage III, alive, 386 days	57.2
TCGA-QK-A8Z8-01A	0 years, female, black or african american, stage:Stage IVC, dead, 171 days	57.2
TCGA-CV-7091-01A	0 years, male, white, stage:Stage I, alive, 3381 days	55.8
TCGA-CN-6989-01A	0 years, male, white, stage:Stage IVA, dead, 980 days	55.7
TCGA-CN-4722-01A	0 years, female, white, stage:Stage II, alive, 1483 days	54.9
TCGA-CV-7434-01A	0 years, male, white, stage:Stage IVA, dead, 218 days	54.7
TCGA-T2-A6WZ-01A	0 years, male, white, stage:'--, dead, 484 days	54.3
TCGA-BA-A6DL-01A	0 years, male, white, stage:'--, alive, 623 days	54.2
TCGA-CR-7365-01A	0 years, male, white, stage:Stage IVA, alive, 1191 days	54.1
TCGA-CX-7085-01A	0 years, female, white, stage:Stage I, alive, 321 days	54.0
TCGA-CV-5441-01A	0 years, male, white, stage:Stage IVA, alive, 2886 days	54.0
TCGA-CV-7427-01A	0 years, female, white, stage:Stage II, dead, 4760 days	53.7
TCGA-CV-7254-01A	0 years, male, white, stage:Stage II, dead, 1459 days	53.7
TCGA-P3-A6T0-01A	0 years, female, white, stage:Stage IVA, alive, 578 days	53.6
TCGA-CV-7245-01A	0 years, male, white, stage:Stage IVA, alive, 797 days	53.1
TCGA-CR-7393-01A	0 years, male, white, stage:Stage III, alive, 993 days	52.9
TCGA-CN-4740-01A	0 years, female, white, stage:Stage IVA, dead, 839 days	52.6
TCGA-CN-6016-01A	0 years, male, white, stage:Stage IVA, alive, 1443 days	52.0
TCGA-CN-6011-01A	0 years, male, white, stage:Stage IVA, alive, 933 days	51.9
TCGA-CV-7253-01A	0 years, male, black or african american, stage:Stage IVA, dead, 361 days	51.9
TCGA-MT-A67D-01A	0 years, male, white, stage:Stage II, alive, 56 days	51.7
TCGA-CV-5431-01A	0 years, male, white, stage:Stage IVA, dead, 522 days	51.5
TCGA-UF-A7JD-01A	0 years, male, stage:Stage IVA, dead, 739 days	51.2
TCGA-CR-7398-01A	0 years, female, white, stage:Stage II, alive, 156 days	50.2
TCGA-CN-6019-01A	0 years, male, white, stage:Stage IVA, alive, 1038 days	50.1
TCGA-CN-6013-01A	0 years, male, white, stage:Stage IVA, dead, 727 days	50.1
TCGA-CR-7382-01A	0 years, male, white, stage:Stage IVA, alive, 796 days	49.7
TCGA-CN-A497-01A	0 years, male, stage:Stage III, alive, 1065 days	49.4
TCGA-CV-7261-01A	0 years, male, white, stage:Stage IVA, alive, 1512 days	49.1
TCGA-CV-A6JN-01A	0 years, male, white, stage:'--, alive, 906 days	49.1
TCGA-BB-A6UO-01A	0 years, female, white, stage:Stage IVA, dead, 268 days	48.9
TCGA-F7-A50G-01A	0 years, male, white, stage:Stage III, alive, 616 days	48.8
TCGA-HD-A6I0-01A	0 years, male, white, stage:Stage IVA, alive, 210 days	48.7
TCGA-CQ-A4C7-01A	0 years, male, white, stage:Stage III, dead, 353 days	48.6
TCGA-CQ-6221-01A	0 years, male, white, stage:'--, alive, 1000 days	48.5
TCGA-F7-A61S-01A	0 years, male, white, stage:Stage III, alive, 576 days	48.4
TCGA-D6-A6EP-01A	0 years, male, white, stage:Stage III, alive, 424 days	48.3
TCGA-CV-7410-01A	0 years, male, white, stage:Stage III, dead, 6417 days	48.1
TCGA-KU-A66S-01A	0 years, female, white, stage:Stage III, dead, 406 days	47.5
TCGA-CV-A45R-01A	0 years, male, white, stage:Stage III, alive, 5480 days	47.3
TCGA-CR-7399-01A	0 years, female, white, stage:Stage IVA, alive, 181 days	47.3
TCGA-CV-7429-01A	0 years, male, white, stage:Stage IVA, dead, 107 days	47.0
TCGA-CV-7411-01A	0 years, female, white, stage:Stage IVA, dead, 2717 days	46.3
TCGA-QK-A8ZB-01A	0 years, male, black or african american, stage:Stage IVA, alive, 542 days	46.3
TCGA-BB-A5HU-01A	0 years, male, white, stage:Stage IVA, alive, 782 days	46.1
TCGA-D6-A6EK-01A	0 years, male, white, stage:Stage III, alive, 875 days	45.6
TCGA-CV-5434-01A	0 years, male, black or african american, stage:Stage IVA, dead, 3314 days	45.4
TCGA-CV-5432-01A	0 years, male, white, stage:Stage III, alive, 3930 days	45.2
TCGA-BA-A8YP-01A	0 years, male, black or african american, stage:Stage IVB, alive, 499 days	45.2
TCGA-UF-A71D-01A	0 years, female, white, stage:Stage IVA, alive, 1461 days	45.0
TCGA-CV-6942-01A	0 years, female, white, stage:Stage II, alive, 4282 days	45.0
TCGA-UF-A7JC-01A	0 years, male, white, stage:Stage IVA, dead, 546 days	44.1
TCGA-CV-A6JY-01A	0 years, male, white, stage:Stage IVA, alive, 646 days	43.9
TCGA-CR-7391-01A	0 years, female, white, stage:Stage I, alive, 913 days	43.9
TCGA-CR-7401-01A	0 years, male, white, stage:Stage I, alive, 1077 days	43.6
TCGA-CN-A642-01A	0 years, male, white, stage:Stage IVB, dead, 82 days	43.4
TCGA-BA-6872-01A	0 years, male, white, stage:'--, dead, 384 days	43.4
TCGA-HD-7831-01A	0 years, male, white, stage:Stage IVA, alive, 667 days	43.3
TCGA-P3-A6T3-01A	0 years, male, white, stage:Stage IVA, dead, 577 days	42.8
TCGA-BA-A4IG-01A	0 years, male, white, stage:'--, alive, 855 days	42.8
TCGA-CV-6936-01A	0 years, male, white, stage:Stage IVA, dead, 166 days	42.4
TCGA-IQ-A61O-01A	0 years, male, white, stage:Stage IVA, dead, 421 days	42.3
TCGA-KU-A6H8-01A	0 years, male, white, stage:Stage IVA, dead, 327 days	42.0
TCGA-CV-A45X-01A	0 years, male, white, stage:Stage IVA, dead, 198 days	41.7
TCGA-CV-5436-01A	0 years, male, stage:Stage IVA, dead, 584 days	41.6
TCGA-CV-7416-01A	0 years, female, white, stage:Stage IVA, dead, 763 days	41.6
TCGA-P3-A6T4-01A	0 years, male, white, stage:Stage IVA, dead, 62 days	41.2
TCGA-CQ-6222-01A	0 years, male, white, stage:Stage IVA, alive, 2016 days	41.2
TCGA-MZ-A5BI-01A	0 years, male, white, stage:'--, dead, 217 days	41.2
TCGA-BA-7269-01A	0 years, male, white, stage:Stage III, alive, 1273 days	41.1
TCGA-4P-AA8J-01A	0 years, male, black or african american, stage:Stage IVA, alive, 102 days	41.1
TCGA-CV-A45Y-01A	0 years, male, american indian or alaska native, stage:Stage IVA, dead, 2703 days	41.0
TCGA-CV-6951-01A	0 years, male, white, stage:Stage IVA, dead, 915 days	40.6
TCGA-CQ-5329-01A	0 years, female, white, stage:Stage II, alive, 2143 days	40.6
TCGA-CV-6934-01A	0 years, female, white, stage:Stage IVA, dead, 65 days	39.6
TCGA-IQ-A6SH-01A	0 years, male, black or african american, stage:Stage III, alive, 471 days	39.6
TCGA-HD-8634-01A	0 years, female, white, stage:Stage I, dead, 385 days	39.6
TCGA-BA-4074-01A	0 years, male, white, stage:Stage IVA, dead, 462 days	39.4
TCGA-D6-6516-01A	0 years, male, white, stage:Stage I, alive, 773 days	39.0
TCGA-QK-A8Z7-01A	0 years, male, black or african american, stage:Stage IVA, alive, 392 days	38.8
TCGA-CN-5361-01A	0 years, male, white, stage:Stage IVA, dead, 2120 days	38.7
TCGA-CQ-6229-01A	0 years, male, white, stage:Stage II, alive, 1179 days	37.9
TCGA-CQ-5326-01A	0 years, male, white, stage:Stage IVA, dead, 89 days	37.9
TCGA-CV-A45W-01A	0 years, male, white, stage:Stage II, dead, 1398 days	37.8
TCGA-MZ-A7D7-01A	0 years, male, white, stage:Stage IVA, alive, 547 days	37.7
TCGA-UF-A7JJ-01A	0 years, male, stage:Stage IVA, alive, 549 days	37.5
TCGA-CR-7397-01A	0 years, male, white, stage:Stage IVA, alive, 754 days	36.6
TCGA-P3-A6T6-01A	0 years, male, white, stage:Stage IVA, dead, 395 days	36.1
TCGA-CV-5435-01A	0 years, male, white, stage:Stage IVA, dead, 2319 days	36.0
TCGA-CN-6023-01A	0 years, male, white, stage:Stage IVA, alive, 1584 days	35.1
TCGA-HD-8224-01A	0 years, male, white, stage:Stage IVA, dead, 446 days	34.5
TCGA-CV-6933-01A	0 years, male, white, stage:Stage III, dead, 2741 days	34.4
TCGA-D6-6517-01A	0 years, male, white, stage:Stage III, alive, 292 days	34.4
TCGA-CR-7380-01A	0 years, male, white, stage:Stage IVB, dead, 606 days	34.3
TCGA-UF-A7J9-01A	0 years, male, white, stage:Stage IVA, alive, 1358 days	34.0
TCGA-CN-6018-01A	0 years, female, white, stage:Stage IVA, dead, 580 days	33.6
TCGA-D6-8569-01A	0 years, male, white, stage:Stage II, alive, 770 days	32.9
TCGA-CN-5366-01A	0 years, male, white, stage:Stage IVA, dead, 360 days	32.8
TCGA-F7-8298-01A	0 years, male, white, stage:Stage I, alive, 995 days	32.7
TCGA-HD-7753-01A	0 years, male, black or african american, stage:Stage I, alive, 866 days	32.4
TCGA-CV-5440-01A	0 years, male, white, stage:Stage IVA, alive, 3270 days	32.2
TCGA-CV-A45O-01A	0 years, male, white, stage:'--, alive, 851 days	32.1
TCGA-CV-5979-01A	0 years, male, white, stage:Stage IVA, alive, 1315 days	31.4
TCGA-CQ-6220-01A	0 years, male, white, stage:Stage III, dead, 985 days	31.3
TCGA-CV-7446-01A	0 years, male, white, stage:Stage IVA, dead, 1093 days	29.8
TCGA-HD-7229-01A	0 years, male, white, stage:Stage IVA, alive, 1027 days	29.6
TCGA-UF-A7JH-01A	0 years, male, black or african american, stage:Stage IVA, alive, 896 days	29.0
TCGA-CQ-6225-01A	0 years, male, white, stage:Stage III, dead, 403 days	29.0
TCGA-CV-A45Q-01A	0 years, female, white, stage:'--, dead, 5152 days	28.9
TCGA-QK-A6IJ-01A	0 years, male, white, stage:Stage III, alive, 387 days	28.5
TCGA-CQ-5327-01A	0 years, female, asian, stage:Stage IVA, alive, 1660 days	27.8
TCGA-CN-6024-01A	0 years, male, white, stage:Stage IVA, dead, 337 days	26.3
TCGA-CN-A63W-01A	0 years, female, white, stage:Stage IVA, dead, 377 days	26.2
TCGA-CV-7423-01A	0 years, male, white, stage:Stage II, dead, 3059 days	25.8
TCGA-CV-7178-01A	0 years, female, white, stage:Stage IVA, dead, 2166 days	25.6
TCGA-D6-6825-01A	0 years, male, white, stage:Stage I, alive, 491 days	25.4
TCGA-BA-A6DA-01A	0 years, female, white, stage:Stage IVA, alive, 351 days	25.2
TCGA-UF-A71A-01A	0 years, male, white, stage:Stage IVA, dead, 86 days	24.9
TCGA-IQ-A61G-01A	0 years, male, white, stage:Stage IVA, alive, 360 days	24.7
TCGA-CV-5439-01A	0 years, male, white, stage:Stage IVA, dead, 546 days	24.3
TCGA-P3-A6T2-01A	0 years, male, white, stage:Stage IVA, alive, 2298 days	23.9
TCGA-CR-7372-01A	0 years, male, white, stage:Stage I, alive, 759 days	23.9
TCGA-CV-A460-01A	0 years, male, white, stage:'--, dead, 1838 days	23.9
TCGA-CQ-6223-01A	0 years, male, white, stage:Stage II, alive, 1428 days	23.5
TCGA-DQ-7592-01A	0 years, male, american indian or alaska native, stage:'--, alive, 1143 days	23.4
TCGA-CV-7568-01A	0 years, female, white, stage:Stage IVA, dead, 927 days	23.4
TCGA-CV-7252-01A	0 years, female, black or african american, stage:Stage IVA, dead, 151 days	23.2
TCGA-BA-A6DB-01A	0 years, female, white, stage:Stage I, alive, 216 days	22.5
TCGA-CV-7095-01A	0 years, female, stage:Stage II, dead, 572 days	22.2
TCGA-CV-7432-01A	0 years, male, white, stage:Stage II, dead, 2570 days	22.2
TCGA-MT-A51X-01A	0 years, male, white, stage:Stage IVA, alive, 242 days	21.7
TCGA-IQ-7631-01A	0 years, female, white, stage:Stage II, alive, 1172 days	21.6
TCGA-CQ-5332-01A	0 years, male, white, stage:Stage III, dead, 317 days	21.4
TCGA-F7-A622-01A	0 years, male, white, stage:Stage III, dead, 359 days	21.2
TCGA-BB-8601-01A	0 years, male, black or african american, stage:Stage III, alive, 624 days	20.2
TCGA-IQ-7630-01A	0 years, male, white, stage:Stage II, alive, 485 days	19.8
TCGA-CV-6953-01A	0 years, female, white, stage:Stage III, dead, 1641 days	19.8
TCGA-CN-A63U-01A	0 years, male, white, stage:Stage IVA, alive, 964 days	19.0
TCGA-CV-7103-01A	0 years, male, white, stage:Stage IVA, dead, 1591 days	18.8
TCGA-CV-A6JE-01A	0 years, male, white, stage:'--, alive, 1075 days	18.5
TCGA-CR-6477-01A	0 years, female, white, stage:'--, alive, 514 days	18.5
TCGA-CN-A641-01A	0 years, male, white, stage:Stage IVA, alive, 367 days	18.5
TCGA-BB-4224-01A	0 years, male, white, stage:Stage IVA, alive, 278 days	18.1
TCGA-CR-6482-01A	0 years, male, black or african american, stage:'--, alive, 345 days	17.9
TCGA-BA-5557-01A	0 years, female, stage:Stage III, alive, 623 days	17.9
TCGA-IQ-A6SG-01A	0 years, female, white, stage:Stage III, alive, 579 days	17.8
TCGA-D6-A6ES-01A	0 years, male, white, stage:Stage IVA, alive, 389 days	17.8
TCGA-QK-A6IG-01A	0 years, male, white, stage:Stage III, dead, 222 days	17.7
TCGA-QK-A6IH-01A	0 years, female, white, stage:Stage IVB, alive, 653 days	17.6
TCGA-F7-A624-01A	0 years, male, white, stage:Stage II, alive, 378 days	17.5
TCGA-CV-5978-01A	0 years, female, black or african american, stage:Stage IVB, dead, 215 days	17.2
TCGA-DQ-5631-01A	0 years, male, white, stage:'--, dead, 548 days	17.2
TCGA-TN-A7HI-01A	0 years, male, white, stage:Stage IVA, alive, 412 days	17.0
TCGA-BB-A5HZ-01A	0 years, male, white, stage:Stage IVA, alive, 827 days	17.0
TCGA-P3-A5QA-01A	0 years, male, stage:Stage I, alive, 2182 days	15.9
TCGA-CN-5374-01A	0 years, female, white, stage:Stage IVA, dead, 1732 days	15.3
TCGA-CV-7435-01A	0 years, female, white, stage:Stage IVA, dead, 4680 days	15.3
TCGA-CQ-7069-01A	0 years, female, white, stage:Stage II, alive, 1274 days	15.2
TCGA-F7-A50J-01A	0 years, female, white, stage:Stage III, alive, 947 days	13.0
TCGA-CV-7440-01A	0 years, male, white, stage:Stage II, dead, 675 days	13.0
TCGA-CR-6488-01A	0 years, female, white, stage:Stage II, alive, 379 days	12.6
TCGA-CQ-7072-01A	0 years, male, white, stage:Stage II, alive, 2359 days	12.5
TCGA-HD-A633-01A	0 years, male, white, stage:Stage IVA, alive, 421 days	11.5
TCGA-HD-A634-01A	0 years, male, white, stage:Stage IVA, dead, 130 days	11.1
TCGA-CV-6950-01A	0 years, male, white, stage:Stage IVA, dead, 459 days	10.6
TCGA-CN-5356-01A	0 years, male, white, stage:Stage III, alive, 1409 days	10.6
TCGA-CV-6941-01A	0 years, male, white, stage:Stage III, dead, 342 days	8.1
TCGA-CV-5442-01A	0 years, female, white, stage:Stage IVA, alive, 2327 days	8.1
TCGA-CV-A6JT-01A	0 years, male, white, stage:Stage II, alive, 852 days	7.9
TCGA-CN-A63V-01A	0 years, male, white, stage:Stage IVA, alive, 679 days	6.0
TCGA-F7-A623-01A	0 years, male, white, stage:Stage IVA, alive, 616 days	5.0
TCGA-CV-7250-01A	0 years, male, white, stage:Stage IVA, dead, 2900 days	4.9
TCGA-CQ-A4CH-01A	0 years, male, asian, stage:Stage II, dead, 379 days	4.1
TCGA-CN-5365-01A	0 years, male, white, stage:Stage IVB, dead, 351 days	2.8
TCGA-CV-A6JM-01A	0 years, male, white, stage:'--, dead, 194 days	2.4
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HEAD AND NECK SQUAMOUS CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

183

Samples

Sample ID	Sample type	nRPX
CPT0163410003	Tumor	2.4
CPT0087990003	Tumor	1.6
CPT0011290003	Tumor	1.4
CPT0226130003	Tumor	1.3
CPT0241980004	Tumor	1.2
CPT0163600003	Tumor	1.1
CPT0245600003	Tumor	1.0
CPT0235470002	Normal	1.0
CPT0163340003	Tumor	0.9
CPT0222200003	Normal	0.9
CPT0163790003	Tumor	0.8
CPT0248350003	Normal	0.7
CPT0236640003	Normal	0.6
CPT0245060004	Tumor	0.6
CPT0169740004	Normal	0.6
CPT0162890003	Tumor	0.6
CPT0011320003	Normal	0.6
CPT0123280003	Normal	0.6
CPT0123190003	Normal	0.6
CPT0243140004	Normal	0.6
CPT0084650004	Normal	0.6
CPT0013430003	Tumor	0.6
CPT0094560004	Tumor	0.6
CPT0195860003	Tumor	0.5
CPT0199830003	Normal	0.5
CPT0223450003	Tumor	0.5
CPT0013030003	Normal	0.5
CPT0194800003	Normal	0.5
CPT0184530003	Tumor	0.4
CPT0245230004	Tumor	0.4
CPT0281470002	Normal	0.4
CPT0163430003	Normal	0.4
CPT0163650003	Tumor	0.4
CPT0246540003	Tumor	0.4
CPT0169920003	Normal	0.4
CPT0278700002	Normal	0.4
CPT0177710003	Tumor	0.3
CPT0237480004	Tumor	0.3
CPT0088080003	Normal	0.3
CPT0226400003	Normal	0.3
CPT0201860004	Normal	0.3
CPT0235920003	Normal	0.3
CPT0013460003	Normal	0.3
CPT0194260003	Normal	0.3
CPT0196040003	Tumor	0.3
CPT0220620003	Normal	0.3
CPT0163840003	Tumor	0.3
CPT0013210004	Tumor	0.3
CPT0190860003	Normal	0.3
CPT0163800003	Normal	0.2
CPT0094580003	Normal	0.2
CPT0195700003	Normal	0.2
CPT0243090003	Tumor	0.2
CPT0245020003	Normal	0.2
CPT0199890003	Normal	0.2
CPT0163610003	Normal	0.2
CPT0196210003	Tumor	0.2
CPT0008930003	Tumor	0.2
CPT0163250003	Normal	0.2
CPT0223970003	Tumor	0.2
CPT0245140003	Normal	0.2
CPT0008520008	Tumor	0.2
CPT0220610003	Tumor	0.2
CPT0163020003	Normal	0.2
CPT0256560003	Tumor	0.1
CPT0229220002	Normal	0.1
CPT0011130005	Tumor	0.1
C3N-04275-05	Normal	0.1
CPT0163490003	Normal	0.1
CPT0235460003	Tumor	0.1
CPT0250310003	Tumor	0.1
CPT0242000004	Normal	0.1
C3N-04279-05	Normal	0.1
C3N-00857-05	Normal	0.1
CPT0226450003	Normal	0.1
CPT0163530003	Tumor	0.1
CPT0245560003	Normal	0.1
CPT0008960003	Normal	0.1
CPT0196060003	Normal	0.0
CPT0195880003	Normal	0.0
CPT0237150003	Normal	0.0
CPT0163480003	Tumor	0.0
CPT0199880003	Tumor	0.0
C3N-00295-05	Normal	0.0
CPT0199820003	Tumor	0.0
CPT0177220003	Normal	0.0
CPT0235910003	Tumor	0.0
CPT0088010003	Normal	0.0
CPT0223460003	Normal	0.0
C3N-01758-04	Normal	0.0
C3N-02693-06	Normal	0.0
CPT0013000004	Tumor	0.0
CPT0245190003	Normal	0.0
CPT0177010003	Tumor	0.0
CPT0013250003	Normal	-0.1
CPT0236870003	Normal	-0.1
CPT0222180003	Tumor	-0.1
CPT0226350003	Normal	-0.1
CPT0013130003	Tumor	-0.1
CPT0163860003	Normal	-0.1
CPT0095040003	Tumor	-0.2
CPT0088430003	Normal	-0.2
CPT0245300003	Tumor	-0.2
C3N-01859-04	Normal	-0.2
C3N-04276-06	Normal	-0.2
CPT0169890003	Tumor	-0.2
CPT0245410003	Normal	-0.2
CPT0245400003	Tumor	-0.2
CPT0088410003	Tumor	-0.2
C3N-01620-05	Normal	-0.2
CPT0163170003	Normal	-0.3
CPT0024810003	Tumor	-0.3
CPT0237500003	Normal	-0.3
CPT0088060004	Tumor	-0.3
CPT0226090003	Normal	-0.3
CPT0245460003	Normal	-0.4
CPT0177390003	Tumor	-0.4
CPT0222360003	Tumor	-0.4
CPT0199710003	Normal	-0.4
CPT0226390003	Tumor	-0.4
CPT0163090003	Tumor	-0.4
CPT0236850004	Tumor	-0.4
CPT0226030003	Tumor	-0.4
CPT0199700003	Tumor	-0.5
CPT0237640003	Normal	-0.5
CPT0084630009	Tumor	-0.5
CPT0245550003	Tumor	-0.5
CPT0246620003	Tumor	-0.5
CPT0162990004	Tumor	-0.5
CPT0236620003	Tumor	-0.5
CPT0226270003	Normal	-0.5
CPT0245450003	Tumor	-0.5
CPT0123180003	Tumor	-0.6
CPT0194420003	Tumor	-0.6
CPT0094420004	Tumor	-0.6
CPT0201830004	Tumor	-0.6
CPT0226440003	Tumor	-0.6
CPT0163910003	Tumor	-0.6
CPT0163240003	Tumor	-0.6
CPT0087820003	Tumor	-0.6
CPT0194250003	Tumor	-0.6
CPT0162940003	Tumor	-0.6
CPT0245130003	Tumor	-0.6
CPT0169730003	Tumor	-0.7
CPT0123260003	Tumor	-0.7
CPT0245350003	Tumor	-0.7
CPT0248330003	Tumor	-0.7
CPT0127050003	Tumor	-0.7
CPT0246670003	Tumor	-0.7
CPT0177200003	Tumor	-0.8
CPT0194960003	Tumor	-0.8
CPT0245180003	Tumor	-0.8
CPT0008630003	Tumor	-0.8
CPT0176770003	Tumor	-0.8
CPT0261520003	Tumor	-0.9
CPT0244940004	Tumor	-0.9
CPT0245010003	Tumor	-0.9
CPT0163720003	Normal	-0.9
CPT0244890004	Tumor	-0.9
CPT0245630003	Tumor	-0.9
CPT0195680003	Tumor	-1.0
CPT0237620004	Tumor	-1.0
CPT0194790003	Tumor	-1.0
CPT0245500003	Tumor	-1.0
CPT0094280004	Tumor	-1.0
CPT0245730003	Tumor	-1.0
CPT0094490004	Tumor	-1.1
CPT0246590003	Tumor	-1.1
CPT0190850003	Tumor	-1.2
CPT0163740003	Tumor	-1.2
CPT0169640003	Tumor	-1.2
CPT0248520003	Tumor	-1.2
CPT0207870004	Tumor	-1.3
CPT0226340003	Tumor	-1.3
CPT0094350004	Tumor	-1.4
CPT0245680003	Tumor	-1.4
CPT0237130004	Tumor	-1.8
CPT0226250004	Tumor	-2.0
CPT0163160003	Tumor	-2.2
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 HPA020896	Antibody HPA020934
Staining
High
Medium
Low
Not detected
Intensity
Strong
Moderate
Weak
Negative
Quantity
>75%
75%-25%
<25%
None
Location
Nuclear
Cytoplasmic/membranous
Cytoplasmic/membranous,nuclear
None
Squamous cell carcinoma, NOS
Squamous cell carcinoma, NOS Squamous cell carcinoma, metastatic, NOS
Adenocarcinoma, NOS