Expression of SUMO2 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

SUMO2 is potential prognostic, high expression is unfavorable in Head and Neck Squamous Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 266.28

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

322.7

Number of samples

492

Samples

Sample	Description	TPM
TCGA-CV-7245-01A	0 years, male, white, stage:Stage IVA, alive, 797 days	892.0
TCGA-BA-A8YP-01A	0 years, male, black or african american, stage:Stage IVB, alive, 499 days	736.9
TCGA-CR-6472-01A	0 years, male, white, stage:'--, alive, 1050 days	731.9
TCGA-QK-A8Z7-01A	0 years, male, black or african american, stage:Stage IVA, alive, 392 days	726.9
TCGA-CR-6473-01A	0 years, male, white, stage:'--, alive, 1125 days	650.6
TCGA-CV-7100-01A	0 years, male, white, stage:Stage III, dead, 274 days	619.6
TCGA-CQ-6224-01A	0 years, male, white, stage:Stage IVA, alive, 1721 days	601.5
TCGA-IQ-A6SG-01A	0 years, female, white, stage:Stage III, alive, 579 days	594.3
TCGA-CV-6950-01A	0 years, male, white, stage:Stage IVA, dead, 459 days	582.0
TCGA-CV-7434-01A	0 years, male, white, stage:Stage IVA, dead, 218 days	566.8
TCGA-BB-A6UM-01A	0 years, male, white, stage:Stage III, alive, 393 days	566.1
TCGA-F7-A61W-01A	0 years, male, asian, stage:Stage IVA, alive, 14 days	564.8
TCGA-QK-A6VB-01A	0 years, male, white, stage:Stage IVA, alive, 641 days	555.2
TCGA-CQ-6228-01A	0 years, female, white, stage:Stage IVA, dead, 456 days	542.1
TCGA-QK-A8Z8-01A	0 years, female, black or african american, stage:Stage IVC, dead, 171 days	540.9
TCGA-T2-A6X0-01A	0 years, male, white, stage:'--, alive, 216 days	535.3
TCGA-CV-7261-01A	0 years, male, white, stage:Stage IVA, alive, 1512 days	529.1
TCGA-CQ-A4C6-01A	0 years, male, asian, stage:Stage II, alive, 1353 days	528.2
TCGA-BB-8601-01A	0 years, male, black or african american, stage:Stage III, alive, 624 days	527.4
TCGA-CV-7253-01A	0 years, male, black or african american, stage:Stage IVA, dead, 361 days	526.3
TCGA-CX-7082-01A	0 years, male, white, stage:Stage IVA, dead, 11 days	517.3
TCGA-BA-A4IH-01A	0 years, male, white, stage:'--, alive, 622 days	517.0
TCGA-UF-A7J9-01A	0 years, male, white, stage:Stage IVA, alive, 1358 days	515.7
TCGA-CV-7422-01A	0 years, female, white, stage:Stage IVA, dead, 1037 days	511.6
TCGA-KU-A6H7-01A	0 years, female, white, stage:Stage IVA, alive, 586 days	509.6
TCGA-CR-7399-01A	0 years, female, white, stage:Stage IVA, alive, 181 days	508.5
TCGA-HD-A634-01A	0 years, male, white, stage:Stage IVA, dead, 130 days	499.9
TCGA-BA-4078-01A	0 years, male, white, stage:'--, dead, 276 days	499.1
TCGA-HD-7832-01A	0 years, male, white, stage:Stage IVA, alive, 836 days	498.8
TCGA-CV-7421-01A	0 years, male, white, stage:Stage IVA, dead, 2 days	498.0
TCGA-CN-6988-01A	0 years, male, white, stage:Stage IVA, alive, 318 days	492.4
TCGA-CV-7446-01A	0 years, male, white, stage:Stage IVA, dead, 1093 days	488.1
TCGA-QK-A6V9-01A	0 years, male, white, stage:Stage II, alive, 833 days	485.7
TCGA-QK-AA3J-01A	0 years, male, black or african american, stage:Stage I, alive, 466 days	483.0
TCGA-P3-A5QE-01A	0 years, male, white, stage:Stage III, alive, 1559 days	476.9
TCGA-CN-6023-01A	0 years, male, white, stage:Stage IVA, alive, 1584 days	475.7
TCGA-HL-7533-01A	0 years, male, white, stage:'--, alive, 1057 days	472.6
TCGA-CN-A63W-01A	0 years, female, white, stage:Stage IVA, dead, 377 days	470.1
TCGA-BB-A5HY-01A	0 years, male, white, stage:Stage IVA, dead, 321 days	463.9
TCGA-HD-7754-01A	0 years, male, white, stage:Stage IVA, alive, 783 days	463.2
TCGA-CR-6480-01A	0 years, male, white, stage:'--, alive, 362 days	461.3
TCGA-HD-8314-01A	0 years, male, white, stage:Stage III, alive, 670 days	459.7
TCGA-CN-6995-01A	0 years, male, white, stage:Stage IVA, dead, 112 days	458.0
TCGA-BA-A4IG-01A	0 years, male, white, stage:'--, alive, 855 days	457.3
TCGA-D6-8569-01A	0 years, male, white, stage:Stage II, alive, 770 days	457.2
TCGA-MZ-A6I9-01A	0 years, male, white, stage:'--, dead, 489 days	455.8
TCGA-CN-A641-01A	0 years, male, white, stage:Stage IVA, alive, 367 days	454.1
TCGA-CV-A460-01A	0 years, male, white, stage:'--, dead, 1838 days	453.7
TCGA-IQ-A61E-01A	0 years, female, white, stage:Stage III, alive, 1147 days	452.7
TCGA-H7-8502-01A	0 years, male, white, stage:Stage IVA, alive, 458 days	447.9
TCGA-BA-4074-01A	0 years, male, white, stage:Stage IVA, dead, 462 days	444.5
TCGA-CV-5430-01A	0 years, male, white, stage:Stage IVA, alive, 4241 days	444.3
TCGA-WA-A7GZ-01A	0 years, male, white, stage:'--, dead, 625 days	444.2
TCGA-CQ-6225-01A	0 years, male, white, stage:Stage III, dead, 403 days	439.9
TCGA-CV-6433-01A	0 years, male, white, stage:Stage II, alive, 641 days	439.4
TCGA-CR-5249-01A	0 years, female, white, stage:Stage II, alive, 1152 days	437.0
TCGA-CV-7263-01A	0 years, male, black or african american, stage:Stage II, dead, 560 days	433.8
TCGA-T3-A92N-01A	0 years, male, black or african american, stage:Stage IVA, dead, 95 days	432.0
TCGA-CN-A63U-01A	0 years, male, white, stage:Stage IVA, alive, 964 days	431.9
TCGA-CN-5366-01A	0 years, male, white, stage:Stage IVA, dead, 360 days	431.8
TCGA-CV-7236-01A	0 years, female, white, stage:Stage IVA, dead, 144 days	426.4
TCGA-CN-A499-01A	0 years, female, white, stage:Stage II, alive, 717 days	425.9
TCGA-UF-A71D-01A	0 years, female, white, stage:Stage IVA, alive, 1461 days	425.1
TCGA-CV-6939-01A	0 years, male, white, stage:Stage IVA, dead, 666 days	424.9
TCGA-CV-7102-01A	0 years, female, white, stage:Stage IVA, dead, 56 days	424.6
TCGA-CR-5247-01A	0 years, male, black or african american, stage:'--, alive, 358 days	424.0
TCGA-H7-8501-01A	0 years, male, white, stage:Stage IVA, alive, 461 days	420.4
TCGA-CQ-6220-01A	0 years, male, white, stage:Stage III, dead, 985 days	419.8
TCGA-P3-A6T2-01A	0 years, male, white, stage:Stage IVA, alive, 2298 days	417.5
TCGA-DQ-5629-01A	0 years, male, white, stage:'--, dead, 941 days	417.2
TCGA-CV-7406-01A	0 years, male, white, stage:Stage II, dead, 1748 days	416.9
TCGA-P3-A6T7-01A	0 years, male, white, stage:Stage IVA, dead, 487 days	416.3
TCGA-CV-7568-01A	0 years, female, white, stage:Stage IVA, dead, 927 days	416.1
TCGA-CN-5363-01A	0 years, male, black or african american, stage:Stage IVB, dead, 253 days	415.8
TCGA-CN-6989-01A	0 years, male, white, stage:Stage IVA, dead, 980 days	415.4
TCGA-CV-6933-01A	0 years, male, white, stage:Stage III, dead, 2741 days	414.0
TCGA-CV-5977-01A	0 years, male, white, stage:Stage IVA, alive, 1840 days	413.1
TCGA-UF-A71E-01A	0 years, male, white, stage:Stage IVA, dead, 1504 days	412.7
TCGA-CQ-5332-01A	0 years, male, white, stage:Stage III, dead, 317 days	412.3
TCGA-CV-7418-01A	0 years, male, black or african american, stage:Stage IVA, dead, 789 days	411.1
TCGA-CN-A49C-01A	0 years, male, white, stage:'--, alive, 645 days	409.6
TCGA-CV-7247-01A	0 years, male, white, stage:Stage III, dead, 577 days	408.6
TCGA-HD-7753-01A	0 years, male, black or african american, stage:Stage I, alive, 866 days	405.6
TCGA-CN-A6V6-01A	0 years, male, white, stage:Stage IVA, alive, 635 days	405.0
TCGA-DQ-7591-01A	0 years, male, white, stage:'--, alive, 622 days	403.4
TCGA-CN-6997-01A	0 years, male, white, stage:Stage IVA, dead, 988 days	403.3
TCGA-CR-7364-01A	0 years, male, white, stage:Stage III, alive, 1435 days	403.1
TCGA-CR-7398-01A	0 years, female, white, stage:Stage II, alive, 156 days	402.4
TCGA-CR-7370-01A	0 years, female, white, stage:'--, alive, 105 days	402.3
TCGA-QK-A8ZA-01A	0 years, male, black or african american, stage:'--, dead, 371 days	402.1
TCGA-CN-A6V7-01A	0 years, male, white, stage:Stage IVA, alive, 594 days	401.3
TCGA-CV-6935-01A	0 years, male, white, stage:Stage IVA, dead, 295 days	397.7
TCGA-UF-A719-01A	0 years, male, stage:Stage II, alive, 1663 days	397.7
TCGA-UF-A71A-01A	0 years, male, white, stage:Stage IVA, dead, 86 days	397.0
TCGA-P3-A5QF-01A	0 years, male, white, stage:Stage IVA, dead, 330 days	396.7
TCGA-CV-6952-01A	0 years, female, white, stage:Stage IVA, dead, 185 days	396.6
TCGA-CR-7369-01A	0 years, male, white, stage:Stage IVA, dead, 1090 days	396.4
TCGA-CN-5361-01A	0 years, male, white, stage:Stage IVA, dead, 2120 days	395.9
TCGA-CV-5434-01A	0 years, male, black or african american, stage:Stage IVA, dead, 3314 days	395.4
TCGA-CR-7386-01A	0 years, male, white, stage:Stage IVA, alive, 1430 days	395.4
TCGA-BA-A6DE-01A	0 years, female, white, stage:Stage II, alive, 440 days	394.8
TCGA-CV-6441-01A	0 years, male, white, stage:Stage III, dead, 292 days	394.1
TCGA-DQ-5630-01A	0 years, male, white, stage:'--, alive, 1030 days	393.9
TCGA-CV-7250-01A	0 years, male, white, stage:Stage IVA, dead, 2900 days	393.5
TCGA-CV-7254-01A	0 years, male, white, stage:Stage II, dead, 1459 days	392.7
TCGA-IQ-A61G-01A	0 years, male, white, stage:Stage IVA, alive, 360 days	391.9
TCGA-CR-7390-01A	0 years, male, white, stage:Stage IVA, alive, 1508 days	391.6
TCGA-CN-A49B-01A	0 years, male, white, stage:Stage III, alive, 904 days	391.5
TCGA-P3-A6T8-01A	0 years, male, white, stage:Stage IVA, alive, 400 days	390.4
TCGA-CV-6962-01A	0 years, male, white, stage:Stage IVA, dead, 126 days	388.9
TCGA-CV-7414-01A	0 years, male, white, stage:Stage IVA, dead, 14 days	387.6
TCGA-CV-7430-01A	0 years, male, white, stage:Stage IVA, dead, 495 days	387.2
TCGA-D6-6517-01A	0 years, male, white, stage:Stage III, alive, 292 days	386.6
TCGA-CV-7090-01A	0 years, male, white, stage:Stage II, alive, 5252 days	386.3
TCGA-CR-7374-01A	0 years, female, white, stage:'--, alive, 30 days	385.0
TCGA-UF-A71B-01A	0 years, male, white, stage:Stage IVA, alive, 1506 days	384.5
TCGA-UF-A7JK-01A	0 years, male, stage:Stage IVA, dead, 424 days	383.5
TCGA-D6-A74Q-01A	0 years, male, white, stage:Stage IVA, alive, 710 days	383.4
TCGA-CQ-5326-01A	0 years, male, white, stage:Stage IVA, dead, 89 days	382.7
TCGA-CN-5364-01A	0 years, male, white, stage:Stage IVA, dead, 493 days	382.0
TCGA-CV-7097-01A	0 years, male, white, stage:Stage II, dead, 385 days	381.0
TCGA-CQ-6219-01A	0 years, female, white, stage:Stage IVA, dead, 479 days	380.8
TCGA-CR-6470-01A	0 years, male, white, stage:Stage II, alive, 1521 days	380.6
TCGA-RS-A6TO-01A	0 years, female, white, stage:Stage IVA, dead, 387 days	380.2
TCGA-QK-AA3K-01A	0 years, male, black or african american, stage:Stage IVA, alive, 253 days	378.3
TCGA-CV-7435-01A	0 years, female, white, stage:Stage IVA, dead, 4680 days	377.1
TCGA-BA-6873-01A	0 years, male, white, stage:Stage IVA, alive, 122 days	376.1
TCGA-P3-A6SW-01A	0 years, male, white, stage:Stage IVB, alive, 1120 days	375.4
TCGA-UF-A7JV-01A	0 years, female, white, stage:Stage IVA, dead, 90 days	374.5
TCGA-CQ-A4C9-01A	0 years, male, stage:Stage III, alive, 707 days	372.8
TCGA-CQ-A4CB-01A	0 years, male, stage:Stage III, alive, 893 days	372.7
TCGA-CV-7424-01A	0 years, male, asian, stage:Stage IVA, dead, 453 days	372.5
TCGA-CV-6954-01A	0 years, male, black or african american, stage:Stage IVA, dead, 2002 days	372.2
TCGA-CV-6941-01A	0 years, male, white, stage:Stage III, dead, 342 days	372.0
TCGA-CV-A45Z-01A	0 years, male, white, stage:'--, dead, 1466 days	371.9
TCGA-F7-A620-01A	0 years, male, white, stage:Stage III, alive, 543 days	371.6
TCGA-CV-7427-01A	0 years, female, white, stage:Stage II, dead, 4760 days	371.3
TCGA-BA-A6DJ-01A	0 years, male, asian, stage:Stage IVA, dead, 407 days	370.7
TCGA-CR-7373-01A	0 years, male, white, stage:Stage IVA, alive, 889 days	369.4
TCGA-D6-6515-01A	0 years, female, white, stage:Stage II, dead, 403 days	368.8
TCGA-CV-6940-01A	0 years, female, white, stage:Stage III, dead, 804 days	367.0
TCGA-KU-A66S-01A	0 years, female, white, stage:Stage III, dead, 406 days	366.1
TCGA-KU-A66T-01A	0 years, female, white, stage:Stage IVA, alive, 552 days	365.7
TCGA-MT-A67F-01A	0 years, female, white, stage:Stage IVA, alive, 384 days	365.1
TCGA-CV-5439-01A	0 years, male, white, stage:Stage IVA, dead, 546 days	365.0
TCGA-UF-A7JH-01A	0 years, male, black or african american, stage:Stage IVA, alive, 896 days	364.0
TCGA-D6-A6EO-01A	0 years, male, white, stage:Stage IVA, alive, 759 days	362.6
TCGA-CR-7368-01A	0 years, male, white, stage:Stage IVA, alive, 1245 days	362.4
TCGA-D6-6823-01A	0 years, male, white, stage:Stage II, alive, 701 days	362.1
TCGA-QK-A6VC-01A	0 years, female, black or african american, stage:Stage IVA, alive, 600 days	361.3
TCGA-HD-A633-01A	0 years, male, white, stage:Stage IVA, alive, 421 days	360.9
TCGA-CV-6003-01A	0 years, female, white, stage:Stage III, alive, 1665 days	360.3
TCGA-CV-5976-01A	0 years, male, white, stage:Stage IVA, alive, 1478 days	360.1
TCGA-CR-7385-01A	0 years, male, white, stage:'--, alive, 997 days	359.7
TCGA-CQ-5334-01A	0 years, male, white, stage:Stage IVA, dead, 129 days	358.9
TCGA-CQ-7072-01A	0 years, male, white, stage:Stage II, alive, 2359 days	358.6
TCGA-CV-A6JZ-01A	0 years, male, white, stage:Stage II, alive, 714 days	357.6
TCGA-QK-A64Z-01A	0 years, female, white, stage:Stage IVA, dead, 641 days	357.4
TCGA-CV-6934-01A	0 years, female, white, stage:Stage IVA, dead, 65 days	356.7
TCGA-CX-A4AQ-01A	0 years, male, white, stage:Stage IVA, alive, 1555 days	355.5
TCGA-CV-A6K2-01A	0 years, male, white, stage:Stage IVA, dead, 317 days	354.7
TCGA-CR-7383-01A	0 years, female, white, stage:Stage I, dead, 521 days	354.3
TCGA-CR-6471-01A	0 years, male, white, stage:Stage IVA, dead, 1202 days	353.0
TCGA-CQ-7068-01A	0 years, female, white, stage:Stage II, alive, 1309 days	352.9
TCGA-UF-A7JT-01A	0 years, female, white, stage:Stage IVA, dead, 993 days	352.4
TCGA-D6-6825-01A	0 years, male, white, stage:Stage I, alive, 491 days	351.5
TCGA-CV-7429-01A	0 years, male, white, stage:Stage IVA, dead, 107 days	351.0
TCGA-CV-5978-01A	0 years, female, black or african american, stage:Stage IVB, dead, 215 days	350.8
TCGA-CV-7407-01A	0 years, female, white, stage:Stage II, dead, 1081 days	349.3
TCGA-CV-5432-01A	0 years, male, white, stage:Stage III, alive, 3930 days	348.0
TCGA-CV-5979-01A	0 years, male, white, stage:Stage IVA, alive, 1315 days	347.8
TCGA-P3-A6T3-01A	0 years, male, white, stage:Stage IVA, dead, 577 days	347.5
TCGA-CQ-A4CH-01A	0 years, male, asian, stage:Stage II, dead, 379 days	347.4
TCGA-CN-6022-01A	0 years, male, white, stage:Stage IVA, dead, 281 days	347.3
TCGA-HD-8635-01A	0 years, female, white, stage:Stage III, alive, 695 days	346.9
TCGA-BA-6871-01A	0 years, male, white, stage:'--, dead, 108 days	345.9
TCGA-CV-5436-01A	0 years, male, stage:Stage IVA, dead, 584 days	345.4
TCGA-UF-A7JO-01A	0 years, female, white, stage:Stage IVA, dead, 631 days	344.8
TCGA-CQ-5327-01A	0 years, female, asian, stage:Stage IVA, alive, 1660 days	344.7
TCGA-BA-5152-01A	0 years, male, white, stage:Stage IVA, alive, 1288 days	343.8
TCGA-CV-5966-01A	0 years, female, white, stage:Stage IVA, dead, 545 days	343.6
TCGA-DQ-5625-01A	0 years, female, white, stage:'--, dead, 1133 days	343.5
TCGA-CV-5970-01A	0 years, male, white, stage:Stage IVA, dead, 406 days	343.4
TCGA-F7-7848-01A	0 years, male, white, stage:Stage IVA, alive, 1131 days	343.2
TCGA-CV-7437-01A	0 years, male, stage:Stage II, dead, 506 days	343.1
TCGA-CV-6951-01A	0 years, male, white, stage:Stage IVA, dead, 915 days	343.0
TCGA-DQ-7588-01A	0 years, male, white, stage:'--, dead, 427 days	343.0
TCGA-CN-5367-01A	0 years, female, white, stage:Stage IVA, dead, 352 days	342.9
TCGA-CN-4736-01A	0 years, female, white, stage:'--, dead, 395 days	342.1
TCGA-CN-A642-01A	0 years, male, white, stage:Stage IVB, dead, 82 days	342.1
TCGA-BA-5153-01A	0 years, male, white, stage:'--, dead, 1762 days	341.3
TCGA-CN-A6V3-01A	0 years, male, white, stage:Stage IVA, alive, 742 days	339.5
TCGA-CR-7371-01A	0 years, female, white, stage:Stage III, dead, 94 days	339.4
TCGA-CQ-7069-01A	0 years, female, white, stage:Stage II, alive, 1274 days	339.1
TCGA-CV-5440-01A	0 years, male, white, stage:Stage IVA, alive, 3270 days	339.0
TCGA-CQ-6223-01A	0 years, male, white, stage:Stage II, alive, 1428 days	337.7
TCGA-D6-6824-01A	0 years, male, white, stage:Stage IVA, alive, 77 days	337.6
TCGA-T2-A6WX-01A	0 years, female, white, stage:'--, dead, 209 days	336.5
TCGA-DQ-7592-01A	0 years, male, american indian or alaska native, stage:'--, alive, 1143 days	336.4
TCGA-CV-6938-01A	0 years, male, white, stage:Stage II, dead, 144 days	336.2
TCGA-CV-7103-01A	0 years, male, white, stage:Stage IVA, dead, 1591 days	336.0
TCGA-BA-A6DL-01A	0 years, male, white, stage:'--, alive, 623 days	335.8
TCGA-D6-6827-01A	0 years, female, white, stage:Stage I, alive, 568 days	335.5
TCGA-CR-6487-01A	0 years, male, white, stage:Stage I, alive, 234 days	335.3
TCGA-CQ-A4C7-01A	0 years, male, white, stage:Stage III, dead, 353 days	335.2
TCGA-CV-7416-01A	0 years, female, white, stage:Stage IVA, dead, 763 days	335.1
TCGA-CN-4730-01A	0 years, male, white, stage:Stage IVA, alive, 817 days	334.7
TCGA-CV-7415-01A	0 years, male, white, stage:Stage IVA, dead, 695 days	334.3
TCGA-CV-7428-01A	0 years, male, white, stage:Stage IVA, dead, 1671 days	333.8
TCGA-BA-6872-01A	0 years, male, white, stage:'--, dead, 384 days	333.5
TCGA-CV-7438-01A	0 years, female, white, stage:Stage I, dead, 194 days	333.2
TCGA-UF-A7JD-01A	0 years, male, stage:Stage IVA, dead, 739 days	333.1
TCGA-BA-6869-01A	0 years, male, white, stage:Stage III, alive, 644 days	333.0
TCGA-CV-6961-01A	0 years, male, white, stage:Stage II, dead, 76 days	332.6
TCGA-CV-7413-01A	0 years, female, white, stage:Stage II, dead, 294 days	332.4
TCGA-P3-A5Q5-01A	0 years, male, white, stage:Stage IVA, alive, 910 days	330.3
TCGA-CV-6959-01A	0 years, male, white, stage:Stage III, dead, 256 days	329.8
TCGA-CN-5370-01A	0 years, male, white, stage:Stage III, dead, 259 days	328.3
TCGA-P3-A6T5-01A	0 years, female, white, stage:Stage IVA, dead, 882 days	327.6
TCGA-CN-4741-01A	0 years, male, white, stage:Stage IVA, alive, 2239 days	327.0
TCGA-CR-7377-01A	0 years, male, white, stage:Stage IVA, dead, 279 days	326.7
TCGA-BB-4228-01A	0 years, male, white, stage:Stage III, alive, 559 days	326.7
TCGA-BB-4224-01A	0 years, male, white, stage:Stage IVA, alive, 278 days	325.9
TCGA-CR-7365-01A	0 years, male, white, stage:Stage IVA, alive, 1191 days	325.5
TCGA-UF-A7JC-01A	0 years, male, white, stage:Stage IVA, dead, 546 days	325.0
TCGA-F7-A61V-01A	0 years, male, white, stage:Stage II, alive, 759 days	324.6
TCGA-QK-A6IG-01A	0 years, male, white, stage:Stage III, dead, 222 days	324.6
TCGA-T3-A92M-01A	0 years, male, black or african american, stage:Stage IVA, alive, 417 days	323.0
TCGA-CN-4731-01A	0 years, female, white, stage:Stage IVA, dead, 998 days	323.0
TCGA-CN-A63T-01A	0 years, male, white, stage:Stage IVA, alive, 225 days	322.7
TCGA-CN-4725-01A	0 years, male, white, stage:Stage II, alive, 1157 days	322.5
TCGA-CR-7402-01A	0 years, male, white, stage:'--, alive, 911 days	322.1
TCGA-F7-A623-01A	0 years, male, white, stage:Stage IVA, alive, 616 days	321.8
TCGA-F7-A50I-01A	0 years, male, white, stage:Stage IVA, alive, 92 days	321.5
TCGA-WA-A7H4-01A	0 years, male, white, stage:Stage II, alive, 443 days	321.4
TCGA-BA-A4IF-01A	0 years, male, white, stage:'--, alive, 895 days	321.3
TCGA-P3-A6T4-01A	0 years, male, white, stage:Stage IVA, dead, 62 days	321.1
TCGA-MZ-A5BI-01A	0 years, male, white, stage:'--, dead, 217 days	319.1
TCGA-IQ-A6SH-01A	0 years, male, black or african american, stage:Stage III, alive, 471 days	318.5
TCGA-D6-A6EM-01A	0 years, female, white, stage:Stage III, alive, 232 days	318.4
TCGA-HD-7229-01A	0 years, male, white, stage:Stage IVA, alive, 1027 days	318.2
TCGA-BB-4223-01A	0 years, male, white, stage:Stage IVA, alive, 3221 days	318.2
TCGA-QK-A652-01A	0 years, male, white, stage:Stage III, alive, 645 days	317.5
TCGA-BB-8596-01A	0 years, female, white, stage:Stage IVA, alive, 2161 days	317.5
TCGA-CV-7099-01A	0 years, female, white, stage:Stage II, dead, 243 days	317.1
TCGA-CR-5243-01A	0 years, male, white, stage:'--, alive, 2562 days	316.7
TCGA-HD-A6HZ-01A	0 years, female, white, stage:Stage III, alive, 111 days	316.6
TCGA-T2-A6X2-01A	0 years, male, white, stage:Stage III, alive, 987 days	315.3
TCGA-CV-7432-01A	0 years, male, white, stage:Stage II, dead, 2570 days	314.3
TCGA-CV-A461-01A	0 years, male, white, stage:'--, dead, 2064 days	314.0
TCGA-CQ-5329-01A	0 years, female, white, stage:Stage II, alive, 2143 days	313.2
TCGA-CQ-5324-01A	0 years, male, white, stage:Stage III, alive, 1593 days	312.9
TCGA-HD-8224-01A	0 years, male, white, stage:Stage IVA, dead, 446 days	312.8
TCGA-CR-6478-01A	0 years, female, white, stage:'--, dead, 183 days	311.9
TCGA-D6-6516-01A	0 years, male, white, stage:Stage I, alive, 773 days	311.5
TCGA-CN-6018-01A	0 years, female, white, stage:Stage IVA, dead, 580 days	310.3
TCGA-BA-4076-01A	0 years, male, white, stage:'--, dead, 415 days	309.7
TCGA-CV-A45U-01A	0 years, male, white, stage:Stage IVA, dead, 1079 days	309.1
TCGA-TN-A7HL-01A	0 years, male, white, stage:Stage IVA, alive, 619 days	308.8
TCGA-UF-A718-01A	0 years, male, white, stage:Stage IVA, alive, 1971 days	307.4
TCGA-CN-5359-01A	0 years, male, white, stage:Stage IVA, dead, 377 days	307.2
TCGA-MT-A67D-01A	0 years, male, white, stage:Stage II, alive, 56 days	307.1
TCGA-BB-4225-01A	0 years, male, white, stage:'--, alive, 146 days	307.0
TCGA-CQ-7071-01A	0 years, female, white, stage:Stage III, alive, 1311 days	306.3
TCGA-P3-A6T6-01A	0 years, male, white, stage:Stage IVA, dead, 395 days	306.3
TCGA-CQ-5331-01A	0 years, female, white, stage:'--, alive, 1399 days	305.6
TCGA-DQ-5624-01A	0 years, female, white, stage:'--, alive, 1778 days	305.5
TCGA-CV-7180-01A	0 years, male, white, stage:Stage II, dead, 327 days	305.3
TCGA-CR-6493-01A	0 years, male, black or african american, stage:Stage IVA, dead, 282 days	305.1
TCGA-D6-A4Z9-01A	0 years, male, white, stage:Stage IVA, alive, 539 days	304.8
TCGA-CR-6467-01A	0 years, male, white, stage:Stage III, alive, 1777 days	304.6
TCGA-CN-6019-01A	0 years, male, white, stage:Stage IVA, alive, 1038 days	304.5
TCGA-CN-6024-01A	0 years, male, white, stage:Stage IVA, dead, 337 days	303.7
TCGA-CV-7255-01A	0 years, female, white, stage:Stage IVA, dead, 64 days	303.2
TCGA-CN-5374-01A	0 years, female, white, stage:Stage IVA, dead, 1732 days	302.9
TCGA-BA-5559-01A	0 years, male, white, stage:'--, dead, 2083 days	302.3
TCGA-CV-5435-01A	0 years, male, white, stage:Stage IVA, dead, 2319 days	302.2
TCGA-CR-7395-01A	0 years, female, white, stage:Stage II, alive, 930 days	302.1
TCGA-CN-A49A-01A	0 years, male, white, stage:Stage IVB, dead, 526 days	301.3
TCGA-CR-7382-01A	0 years, male, white, stage:Stage IVA, alive, 796 days	301.2
TCGA-CR-7380-01A	0 years, male, white, stage:Stage IVB, dead, 606 days	300.7
TCGA-CN-A497-01A	0 years, male, stage:Stage III, alive, 1065 days	300.5
TCGA-UF-A7JA-01A	0 years, female, white, stage:Stage IVA, alive, 2265 days	300.4
TCGA-CQ-6229-01A	0 years, male, white, stage:Stage II, alive, 1179 days	299.5
TCGA-BB-4227-01A	0 years, male, white, stage:Stage IVA, alive, 134 days	299.4
TCGA-BB-A5HU-01A	0 years, male, white, stage:Stage IVA, alive, 782 days	299.0
TCGA-QK-A8ZB-01A	0 years, male, black or african american, stage:Stage IVA, alive, 542 days	298.5
TCGA-CV-7440-01A	0 years, male, white, stage:Stage II, dead, 675 days	298.3
TCGA-IQ-A61J-01A	0 years, male, white, stage:Stage IVA, alive, 1021 days	296.8
TCGA-CQ-A4CG-01A	0 years, female, white, stage:Stage III, dead, 430 days	296.8
TCGA-BA-5555-01A	0 years, male, black or african american, stage:Stage IVA, alive, 520 days	295.4
TCGA-CQ-A4CI-01A	0 years, male, white, stage:Stage III, alive, 950 days	295.3
TCGA-CQ-6227-01A	0 years, male, white, stage:Stage IVA, dead, 129 days	295.0
TCGA-F7-8298-01A	0 years, male, white, stage:Stage I, alive, 995 days	293.5
TCGA-CN-5360-01A	0 years, male, white, stage:Stage IVA, alive, 2169 days	293.1
TCGA-IQ-A61O-01A	0 years, male, white, stage:Stage IVA, dead, 421 days	293.0
TCGA-CV-A6JD-01A	0 years, female, white, stage:'--, dead, 182 days	292.1
TCGA-CN-6021-01A	0 years, female, white, stage:'--, dead, 276 days	291.6
TCGA-CV-7101-01A	0 years, male, white, stage:Stage II, dead, 160 days	291.3
TCGA-BA-A6DI-01A	0 years, male, black or african american, stage:'--, dead, 336 days	291.3
TCGA-CV-A465-01A	0 years, male, white, stage:Stage III, dead, 215 days	291.2
TCGA-CV-A6JU-01A	0 years, female, white, stage:Stage IVB, alive, 110 days	291.0
TCGA-F7-A61S-01A	0 years, male, white, stage:Stage III, alive, 576 days	291.0
TCGA-P3-A6T0-01A	0 years, female, white, stage:Stage IVA, alive, 578 days	290.9
TCGA-P3-A5QA-01A	0 years, male, stage:Stage I, alive, 2182 days	290.3
TCGA-CV-7410-01A	0 years, male, white, stage:Stage III, dead, 6417 days	289.9
TCGA-CR-7376-01A	0 years, male, white, stage:Stage III, alive, 972 days	289.6
TCGA-F7-8489-01A	0 years, male, white, stage:Stage II, alive, 658 days	287.9
TCGA-CV-7089-01A	0 years, male, white, stage:Stage IVA, dead, 1972 days	287.6
TCGA-F7-A624-01A	0 years, male, white, stage:Stage II, alive, 378 days	286.9
TCGA-CX-7086-01A	0 years, male, black or african american, stage:Stage III, alive, 573 days	286.8
TCGA-CN-A498-01A	0 years, female, white, stage:Stage III, dead, 773 days	286.6
TCGA-CR-7372-01A	0 years, male, white, stage:Stage I, alive, 759 days	286.2
TCGA-CQ-7065-01A	0 years, male, asian, stage:Stage II, alive, 1628 days	285.8
TCGA-CQ-5330-01A	0 years, female, white, stage:Stage IVA, alive, 1897 days	285.4
TCGA-CR-6481-01A	0 years, male, white, stage:'--, alive, 311 days	284.4
TCGA-CV-7252-01A	0 years, female, black or african american, stage:Stage IVA, dead, 151 days	284.3
TCGA-CN-6010-01A	0 years, male, white, stage:Stage IVA, alive, 1523 days	284.2
TCGA-CN-4726-01A	0 years, male, white, stage:Stage IVA, dead, 142 days	283.5
TCGA-CQ-5323-01A	0 years, male, white, stage:Stage I, alive, 1466 days	283.5
TCGA-BB-4217-01A	0 years, male, black or african american, stage:Stage IVA, alive, 187 days	283.2
TCGA-CV-7433-01A	0 years, male, white, stage:Stage IVA, dead, 601 days	282.1
TCGA-CR-5250-01A	0 years, male, white, stage:'--, alive, 799 days	281.8
TCGA-CV-7104-01A	0 years, female, white, stage:Stage IVA, dead, 393 days	280.5
TCGA-QK-A6IF-01A	0 years, male, white, stage:'--, alive, 704 days	278.5
TCGA-CN-6998-01A	0 years, male, white, stage:Stage IVA, dead, 357 days	277.3
TCGA-CV-6936-01A	0 years, male, white, stage:Stage IVA, dead, 166 days	276.5
TCGA-CV-6960-01A	0 years, male, black or african american, stage:Stage III, dead, 862 days	276.1
TCGA-BB-A6UO-01A	0 years, female, white, stage:Stage IVA, dead, 268 days	276.0
TCGA-CN-A6UY-01A	0 years, male, white, stage:Stage IVA, alive, 713 days	275.4
TCGA-CV-6943-01A	0 years, male, white, stage:Stage III, dead, 602 days	274.6
TCGA-BA-A6DB-01A	0 years, female, white, stage:Stage I, alive, 216 days	274.4
TCGA-DQ-5631-01A	0 years, male, white, stage:'--, dead, 548 days	273.1
TCGA-CV-7238-01A	0 years, female, white, stage:Stage II, alive, 2727 days	272.9
TCGA-CR-6488-01A	0 years, female, white, stage:Stage II, alive, 379 days	272.8
TCGA-P3-A5Q6-01A	0 years, male, white, stage:Stage IVA, dead, 480 days	272.1
TCGA-P3-A6SX-01A	0 years, male, white, stage:Stage III, dead, 1430 days	271.6
TCGA-CQ-5333-01A	0 years, male, white, stage:Stage II, dead, 341 days	271.6
TCGA-D6-8568-01A	0 years, male, white, stage:Stage II, alive, 759 days	271.4
TCGA-CV-7095-01A	0 years, female, stage:Stage II, dead, 572 days	271.3
TCGA-CN-6020-01A	0 years, male, black or african american, stage:Stage III, dead, 205 days	271.2
TCGA-CV-7178-01A	0 years, female, white, stage:Stage IVA, dead, 2166 days	271.1
TCGA-IQ-A61H-01A	0 years, male, white, stage:Stage II, alive, 1138 days	269.7
TCGA-TN-A7HJ-01A	0 years, male, white, stage:Stage IVA, alive, 403 days	269.4
TCGA-CX-7219-01A	0 years, male, black or african american, stage:Stage IVA, alive, 1045 days	267.6
TCGA-CQ-A4CD-01A	0 years, male, white, stage:Stage IVA, alive, 1022 days	267.2
TCGA-C9-A47Z-01A	0 years, female, asian, stage:Stage III, dead, 191 days	267.0
TCGA-CN-5365-01A	0 years, male, white, stage:Stage IVB, dead, 351 days	266.3
TCGA-CV-5441-01A	0 years, male, white, stage:Stage IVA, alive, 2886 days	266.2
TCGA-BA-5151-01A	0 years, male, white, stage:Stage IVA, alive, 722 days	266.1
TCGA-CN-5355-01A	0 years, male, black or african american, stage:Stage IVA, alive, 1278 days	265.8
TCGA-CR-6492-01A	0 years, male, white, stage:Stage III, alive, 479 days	265.2
TCGA-MT-A51X-01A	0 years, male, white, stage:Stage IVA, alive, 242 days	264.8
TCGA-CN-6992-01A	0 years, male, white, stage:Stage IVA, alive, 1066 days	264.6
TCGA-CV-5444-01A	0 years, male, black or african american, stage:Stage IVA, alive, 2437 days	264.6
TCGA-BA-A6DG-01A	0 years, male, white, stage:'--, dead, 69 days	263.2
TCGA-CN-4728-01A	0 years, male, white, stage:Stage IVA, alive, 1724 days	262.3
TCGA-CV-7091-01A	0 years, male, white, stage:Stage I, alive, 3381 days	262.2
TCGA-CN-6994-01A	0 years, male, white, stage:Stage IVA, alive, 1183 days	261.2
TCGA-HD-A4C1-01A	0 years, female, black or african american, stage:Stage IVA, alive, 11 days	260.9
TCGA-CV-A464-01A	0 years, male, white, stage:Stage III, alive, 1722 days	260.6
TCGA-CV-7242-01A	0 years, female, white, stage:Stage II, alive, 1095 days	260.3
TCGA-MZ-A7D7-01A	0 years, male, white, stage:Stage IVA, alive, 547 days	259.3
TCGA-CR-7397-01A	0 years, male, white, stage:Stage IVA, alive, 754 days	258.7
TCGA-CR-6482-01A	0 years, male, black or african american, stage:'--, alive, 345 days	258.1
TCGA-IQ-A61I-01A	0 years, male, black or african american, stage:Stage IVA, dead, 2 days	256.5
TCGA-BB-A5HZ-01A	0 years, male, white, stage:Stage IVA, alive, 827 days	255.8
TCGA-D6-6826-01A	0 years, female, white, stage:Stage IVA, dead, 348 days	255.3
TCGA-H7-A6C4-01A	0 years, female, white, stage:Stage IVA, dead, 414 days	254.9
TCGA-CN-6996-01A	0 years, female, white, stage:Stage IVA, dead, 530 days	254.5
TCGA-CR-6477-01A	0 years, female, white, stage:'--, alive, 514 days	254.4
TCGA-CV-7423-01A	0 years, male, white, stage:Stage II, dead, 3059 days	254.0
TCGA-CR-6474-01A	0 years, male, white, stage:Stage IVA, dead, 564 days	253.7
TCGA-CN-4737-01A	0 years, male, white, stage:Stage IVA, alive, 625 days	253.2
TCGA-CV-A45R-01A	0 years, male, white, stage:Stage III, alive, 5480 days	253.0
TCGA-CQ-7063-01A	0 years, female, white, stage:Stage I, alive, 2133 days	252.9
TCGA-CR-7401-01A	0 years, male, white, stage:Stage I, alive, 1077 days	251.4
TCGA-IQ-7630-01A	0 years, male, white, stage:Stage II, alive, 485 days	249.7
TCGA-CN-4727-01A	0 years, male, white, stage:Stage IVA, alive, 1560 days	249.4
TCGA-CN-4742-01A	0 years, female, white, stage:Stage IVA, dead, 397 days	248.4
TCGA-QK-A6IH-01A	0 years, female, white, stage:Stage IVB, alive, 653 days	248.2
TCGA-CR-7393-01A	0 years, male, white, stage:Stage III, alive, 993 days	248.1
TCGA-F7-A50J-01A	0 years, female, white, stage:Stage III, alive, 947 days	246.8
TCGA-MT-A51W-01A	0 years, female, white, stage:Stage I, alive, 437 days	246.4
TCGA-HD-7831-01A	0 years, male, white, stage:Stage IVA, alive, 667 days	246.3
TCGA-CR-7394-01A	0 years, male, white, stage:Stage IVA, alive, 1346 days	244.6
TCGA-4P-AA8J-01A	0 years, male, black or african american, stage:Stage IVA, alive, 102 days	244.2
TCGA-IQ-7632-01A	0 years, female, white, stage:Stage IVA, alive, 441 days	244.2
TCGA-BA-5556-01A	0 years, female, white, stage:Stage II, alive, 725 days	243.9
TCGA-CN-4734-01A	0 years, male, white, stage:Stage II, alive, 1690 days	243.1
TCGA-CN-5356-01A	0 years, male, white, stage:Stage III, alive, 1409 days	243.0
TCGA-RS-A6TP-01A	0 years, male, white, stage:Stage II, alive, 516 days	242.6
TCGA-CV-7425-01A	0 years, female, white, stage:Stage III, dead, 1718 days	240.2
TCGA-CQ-6218-01A	0 years, female, white, stage:Stage IVA, alive, 1253 days	240.0
TCGA-BA-4075-01A	0 years, male, black or african american, stage:Stage III, dead, 283 days	239.9
TCGA-CR-7388-01A	0 years, female, white, stage:'--, dead, 823 days	239.1
TCGA-CV-7235-01A	0 years, male, white, stage:Stage II, alive, 2347 days	239.0
TCGA-UF-A7JJ-01A	0 years, male, stage:Stage IVA, alive, 549 days	239.0
TCGA-CV-A468-01A	0 years, male, stage:Stage IVA, dead, 464 days	238.8
TCGA-UF-A7JF-01A	0 years, male, white, stage:Stage IVA, alive, 1686 days	238.1
TCGA-CR-7367-01A	0 years, male, white, stage:Stage IVA, alive, 1440 days	238.0
TCGA-CR-7404-01A	0 years, male, white, stage:'--, alive, 1472 days	237.8
TCGA-CN-4740-01A	0 years, female, white, stage:Stage IVA, dead, 839 days	236.9
TCGA-CV-6955-01A	0 years, female, white, stage:Stage II, dead, 334 days	236.8
TCGA-BA-A6DD-01A	0 years, male, black or african american, stage:Stage IVA, dead, 173 days	234.7
TCGA-CN-6016-01A	0 years, male, white, stage:Stage IVA, alive, 1443 days	234.2
TCGA-D6-A4ZB-01A	0 years, male, white, stage:Stage III, alive, 376 days	234.1
TCGA-CN-5369-01A	0 years, female, white, stage:Stage IVA, dead, 1 days	233.3
TCGA-CN-4729-01A	0 years, male, white, stage:Stage III, alive, 392 days	232.9
TCGA-CV-7177-01A	0 years, female, white, stage:Stage II, dead, 663 days	232.8
TCGA-F7-A50G-01A	0 years, male, white, stage:Stage III, alive, 616 days	230.5
TCGA-CN-5373-01A	0 years, female, white, stage:Stage I, alive, 1584 days	229.2
TCGA-CV-6948-01A	0 years, female, white, stage:Stage IVB, dead, 1289 days	228.9
TCGA-UP-A6WW-01A	0 years, male, white, stage:'--, alive, 518 days	228.5
TCGA-CV-A45T-01A	0 years, female, white, stage:'--, dead, 4856 days	228.3
TCGA-CQ-5325-01A	0 years, male, white, stage:Stage I, dead, 654 days	228.1
TCGA-F7-A622-01A	0 years, male, white, stage:Stage III, dead, 359 days	227.4
TCGA-CV-6942-01A	0 years, female, white, stage:Stage II, alive, 4282 days	227.3
TCGA-CN-6013-01A	0 years, male, white, stage:Stage IVA, dead, 727 days	226.9
TCGA-C9-A480-01A	0 years, female, asian, stage:Stage III, alive, 386 days	225.9
TCGA-KU-A6H8-01A	0 years, male, white, stage:Stage IVA, dead, 327 days	223.4
TCGA-H7-A76A-01A	0 years, male, white, stage:'--, alive, 637 days	223.0
TCGA-CV-5443-01A	0 years, male, black or african american, stage:Stage III, alive, 2784 days	222.3
TCGA-CR-7379-01A	0 years, female, white, stage:Stage IVA, alive, 1036 days	222.3
TCGA-CV-A463-01A	0 years, female, white, stage:Stage IVA, dead, 23 days	222.1
TCGA-CV-A45Y-01A	0 years, male, american indian or alaska native, stage:Stage IVA, dead, 2703 days	221.9
TCGA-CN-4735-01A	0 years, male, white, stage:Stage IVA, alive, 1737 days	220.8
TCGA-CN-4738-01A	0 years, male, white, stage:Stage IVA, dead, 436 days	220.4
TCGA-CN-4739-01A	0 years, male, white, stage:Stage IVA, dead, 1394 days	219.9
TCGA-BA-5558-01A	0 years, male, white, stage:'--, alive, 1995 days	219.4
TCGA-CV-A45V-01A	0 years, female, white, stage:Stage IVA, dead, 32 days	218.3
TCGA-CR-7392-01A	0 years, female, white, stage:Stage IVA, alive, 1425 days	218.2
TCGA-CN-4723-01A	0 years, male, white, stage:Stage IVA, alive, 1699 days	216.8
TCGA-CR-6484-01A	0 years, female, asian, stage:Stage IVA, alive, 354 days	214.4
TCGA-CQ-6221-01A	0 years, male, white, stage:'--, alive, 1000 days	213.5
TCGA-CV-A45W-01A	0 years, male, white, stage:Stage II, dead, 1398 days	212.7
TCGA-H7-7774-01A	0 years, female, white, stage:Stage IVA, alive, 407 days	212.4
TCGA-CN-6012-01A	0 years, male, white, stage:Stage IVA, alive, 1460 days	210.2
TCGA-CN-6011-01A	0 years, male, white, stage:Stage IVA, alive, 933 days	208.9
TCGA-CV-6937-01A	0 years, male, white, stage:Stage II, dead, 624 days	207.8
TCGA-CR-6491-01A	0 years, male, black or african american, stage:Stage IVA, alive, 693 days	207.6
TCGA-CV-5971-01A	0 years, male, white, stage:Stage IVA, alive, 701 days	206.0
TCGA-CQ-A4CE-01A	0 years, female, stage:Stage II, alive, 897 days	206.0
TCGA-CQ-6222-01A	0 years, male, white, stage:Stage IVA, alive, 2016 days	205.6
TCGA-CV-6945-01A	0 years, male, white, stage:Stage IVA, dead, 366 days	203.8
TCGA-CV-7248-01A	0 years, female, black or african american, stage:Stage IVA, dead, 521 days	203.5
TCGA-BA-5557-01A	0 years, female, stage:Stage III, alive, 623 days	201.7
TCGA-CN-A63V-01A	0 years, male, white, stage:Stage IVA, alive, 679 days	201.5
TCGA-CR-5248-01A	0 years, male, white, stage:'--, alive, 1663 days	201.2
TCGA-CV-5442-01A	0 years, female, white, stage:Stage IVA, alive, 2327 days	200.1
TCGA-CV-6953-01A	0 years, female, white, stage:Stage III, dead, 1641 days	198.3
TCGA-CR-7391-01A	0 years, female, white, stage:Stage I, alive, 913 days	197.6
TCGA-BA-A6D8-01A	0 years, male, black or african american, stage:Stage IVA, alive, 850 days	196.1
TCGA-CV-7183-01A	0 years, male, white, stage:Stage II, alive, 3981 days	193.6
TCGA-D6-A6EN-01A	0 years, male, white, stage:Stage III, alive, 687 days	193.1
TCGA-CV-5431-01A	0 years, male, white, stage:Stage IVA, dead, 522 days	192.7
TCGA-CV-A6JY-01A	0 years, male, white, stage:Stage IVA, alive, 646 days	190.3
TCGA-HD-8634-01A	0 years, female, white, stage:Stage I, dead, 385 days	190.3
TCGA-BA-A4II-01A	0 years, male, white, stage:Stage II, alive, 918 days	183.7
TCGA-D6-A6EQ-01A	0 years, male, white, stage:Stage IVA, alive, 368 days	183.3
TCGA-CV-A6K1-01A	0 years, male, white, stage:Stage IVA, alive, 685 days	181.2
TCGA-BA-6870-01A	0 years, female, black or african american, stage:'--, dead, 451 days	180.1
TCGA-CV-A45P-01A	0 years, female, white, stage:Stage I, alive, 639 days	177.4
TCGA-CR-7389-01A	0 years, male, black or african american, stage:'--, alive, 392 days	176.1
TCGA-CN-5358-01A	0 years, male, white, stage:Stage II, dead, 261 days	174.6
TCGA-MT-A67A-01A	0 years, female, white, stage:Stage I, alive, 914 days	172.5
TCGA-CV-A6JT-01A	0 years, male, white, stage:Stage II, alive, 852 days	172.4
TCGA-CV-7411-01A	0 years, female, white, stage:Stage IVA, dead, 2717 days	169.4
TCGA-BA-7269-01A	0 years, male, white, stage:Stage III, alive, 1273 days	164.8
TCGA-CV-A45X-01A	0 years, male, white, stage:Stage IVA, dead, 198 days	161.3
TCGA-CN-4733-01A	0 years, male, white, stage:Stage III, alive, 1586 days	157.7
TCGA-CV-A6JN-01A	0 years, male, white, stage:'--, alive, 906 days	156.0
TCGA-CX-7085-01A	0 years, female, white, stage:Stage I, alive, 321 days	152.8
TCGA-CV-A45O-01A	0 years, male, white, stage:'--, alive, 851 days	152.6
TCGA-QK-A6II-01A	0 years, male, white, stage:Stage IVA, dead, 284 days	149.8
TCGA-BA-A6DA-01A	0 years, female, white, stage:Stage IVA, alive, 351 days	146.4
TCGA-D6-A6EK-01A	0 years, male, white, stage:Stage III, alive, 875 days	145.1
TCGA-CN-4722-01A	0 years, female, white, stage:Stage II, alive, 1483 days	144.8
TCGA-TN-A7HI-01A	0 years, male, white, stage:Stage IVA, alive, 412 days	144.4
TCGA-CV-A6JE-01A	0 years, male, white, stage:'--, alive, 1075 days	140.8
TCGA-IQ-7631-01A	0 years, female, white, stage:Stage II, alive, 1172 days	135.9
TCGA-CV-6436-01A	0 years, male, white, stage:Stage IVA, alive, 1899 days	131.4
TCGA-CN-6017-01A	0 years, male, white, stage:Stage IVA, dead, 853 days	116.6
TCGA-HD-A6I0-01A	0 years, male, white, stage:Stage IVA, alive, 210 days	115.1
TCGA-QK-A6IJ-01A	0 years, male, white, stage:Stage III, alive, 387 days	106.5
TCGA-D6-A6EP-01A	0 years, male, white, stage:Stage III, alive, 424 days	106.1
TCGA-MT-A7BN-01A	0 years, male, white, stage:Stage IVA, alive, 469 days	98.1
TCGA-T2-A6WZ-01A	0 years, male, white, stage:'--, dead, 484 days	97.3
TCGA-CV-A6JM-01A	0 years, male, white, stage:'--, dead, 194 days	95.6
TCGA-D6-A6ES-01A	0 years, male, white, stage:Stage IVA, alive, 389 days	81.4
TCGA-CV-A45Q-01A	0 years, female, white, stage:'--, dead, 5152 days	49.5
TCGA-UF-A7JS-01A	0 years, male, white, stage:Stage IVA, dead, 680 days	32.6
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HEAD AND NECK SQUAMOUS CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

183

Samples

Sample ID	Sample type	nRPX
CPT0190850003	Tumor	0.7
CPT0245230004	Tumor	0.7
CPT0177010003	Tumor	0.6
CPT0245450003	Tumor	0.6
CPT0163600003	Tumor	0.6
CPT0226250004	Tumor	0.5
C3N-01620-05	Normal	0.5
CPT0194790003	Tumor	0.5
CPT0226390003	Tumor	0.5
CPT0163160003	Tumor	0.5
CPT0163910003	Tumor	0.4
CPT0008930003	Tumor	0.4
CPT0163650003	Tumor	0.4
CPT0236850004	Tumor	0.4
CPT0013210004	Tumor	0.4
CPT0163410003	Tumor	0.4
CPT0194960003	Tumor	0.4
CPT0163340003	Tumor	0.3
CPT0207870004	Tumor	0.3
CPT0163840003	Tumor	0.3
CPT0177200003	Tumor	0.3
CPT0226130003	Tumor	0.3
CPT0011290003	Tumor	0.3
CPT0248350003	Normal	0.2
CPT0241980004	Tumor	0.2
CPT0008960003	Normal	0.2
CPT0245060004	Tumor	0.2
CPT0199880003	Tumor	0.2
CPT0008630003	Tumor	0.2
CPT0094280004	Tumor	0.2
CPT0169640003	Tumor	0.2
CPT0094350004	Tumor	0.2
CPT0094490004	Tumor	0.2
CPT0194420003	Tumor	0.2
CPT0237620004	Tumor	0.2
CPT0088430003	Normal	0.2
CPT0088080003	Normal	0.2
CPT0084630009	Tumor	0.2
CPT0248330003	Tumor	0.2
CPT0226030003	Tumor	0.2
CPT0013130003	Tumor	0.1
CPT0245730003	Tumor	0.1
CPT0199820003	Tumor	0.1
CPT0243090003	Tumor	0.1
CPT0245010003	Tumor	0.1
CPT0223970003	Tumor	0.1
CPT0243140004	Normal	0.1
CPT0169730003	Tumor	0.1
CPT0013460003	Normal	0.1
CPT0011320003	Normal	0.1
CPT0163800003	Normal	0.1
CPT0176770003	Tumor	0.1
CPT0226350003	Normal	0.1
CPT0201860004	Normal	0.1
CPT0163530003	Tumor	0.1
CPT0087820003	Tumor	0.1
CPT0245130003	Tumor	0.1
CPT0088060004	Tumor	0.1
CPT0246540003	Tumor	0.1
CPT0226270003	Normal	0.1
CPT0163610003	Normal	0.1
CPT0236620003	Tumor	0.0
CPT0123260003	Tumor	0.0
CPT0223450003	Tumor	0.0
CPT0163720003	Normal	0.0
CPT0261520003	Tumor	0.0
CPT0195680003	Tumor	0.0
CPT0199700003	Tumor	0.0
CPT0245350003	Tumor	0.0
CPT0088010003	Normal	0.0
CPT0246670003	Tumor	0.0
CPT0222180003	Tumor	0.0
CPT0013000004	Tumor	0.0
CPT0169890003	Tumor	0.0
CPT0190860003	Normal	0.0
CPT0196040003	Tumor	0.0
CPT0196210003	Tumor	0.0
CPT0194800003	Normal	0.0
CPT0163430003	Normal	0.0
CPT0248520003	Tumor	0.0
CPT0163170003	Normal	0.0
CPT0163090003	Tumor	0.0
CPT0195860003	Tumor	0.0
CPT0245560003	Normal	0.0
CPT0246590003	Tumor	0.0
CPT0237480004	Tumor	0.0
CPT0013430003	Tumor	-0.1
CPT0244890004	Tumor	-0.1
CPT0194250003	Tumor	-0.1
CPT0162890003	Tumor	-0.1
CPT0177220003	Normal	-0.1
CPT0226440003	Tumor	-0.1
CPT0087990003	Tumor	-0.1
C3N-00295-05	Normal	-0.1
CPT0226450003	Normal	-0.1
CPT0237130004	Tumor	-0.1
CPT0235910003	Tumor	-0.1
CPT0194260003	Normal	-0.1
CPT0094560004	Tumor	-0.1
CPT0245550003	Tumor	-0.1
C3N-04275-05	Normal	-0.1
CPT0163240003	Tumor	-0.1
CPT0226090003	Normal	-0.1
CPT0163480003	Tumor	-0.1
CPT0094420004	Tumor	-0.1
C3N-01859-04	Normal	-0.1
CPT0246620003	Tumor	-0.1
CPT0222200003	Normal	-0.1
C3N-02693-06	Normal	-0.1
CPT0084650004	Normal	-0.2
CPT0163860003	Normal	-0.2
CPT0256560003	Tumor	-0.2
CPT0123180003	Tumor	-0.2
CPT0245020003	Normal	-0.2
C3N-04276-06	Normal	-0.2
CPT0250310003	Tumor	-0.2
CPT0013030003	Normal	-0.2
CPT0220610003	Tumor	-0.2
CPT0088410003	Tumor	-0.2
CPT0226400003	Normal	-0.2
CPT0177710003	Tumor	-0.2
CPT0237640003	Normal	-0.2
CPT0024810003	Tumor	-0.2
CPT0235470002	Normal	-0.2
CPT0095040003	Tumor	-0.2
CPT0199710003	Normal	-0.2
CPT0094580003	Normal	-0.2
CPT0245460003	Normal	-0.2
CPT0008520008	Tumor	-0.2
CPT0013250003	Normal	-0.2
CPT0123190003	Normal	-0.2
CPT0169920003	Normal	-0.2
CPT0127050003	Tumor	-0.3
CPT0245680003	Tumor	-0.3
CPT0236640003	Normal	-0.3
CPT0235920003	Normal	-0.3
C3N-00857-05	Normal	-0.3
CPT0237150003	Normal	-0.3
CPT0223460003	Normal	-0.3
CPT0237500003	Normal	-0.3
CPT0220620003	Normal	-0.3
CPT0245180003	Tumor	-0.3
CPT0281470002	Normal	-0.3
CPT0245410003	Normal	-0.3
CPT0245300003	Tumor	-0.4
CPT0011130005	Tumor	-0.4
CPT0236870003	Normal	-0.4
CPT0162940003	Tumor	-0.4
C3N-01758-04	Normal	-0.4
CPT0278700002	Normal	-0.4
CPT0196060003	Normal	-0.4
CPT0245630003	Tumor	-0.4
CPT0245600003	Tumor	-0.4
CPT0242000004	Normal	-0.4
CPT0195880003	Normal	-0.4
CPT0201830004	Tumor	-0.4
CPT0162990004	Tumor	-0.5
CPT0199830003	Normal	-0.5
CPT0184530003	Tumor	-0.5
CPT0123280003	Normal	-0.5
CPT0163490003	Normal	-0.5
CPT0163250003	Normal	-0.5
CPT0235460003	Tumor	-0.5
CPT0199890003	Normal	-0.5
CPT0163790003	Tumor	-0.5
CPT0229220002	Normal	-0.5
CPT0169740004	Normal	-0.6
CPT0245140003	Normal	-0.6
CPT0245400003	Tumor	-0.6
CPT0222360003	Tumor	-0.6
CPT0245500003	Tumor	-0.7
C3N-04279-05	Normal	-0.7
CPT0163020003	Normal	-0.8
CPT0244940004	Tumor	-0.8
CPT0177390003	Tumor	-0.8
CPT0226340003	Tumor	-0.9
CPT0195700003	Normal	-0.9
CPT0163740003	Tumor	-0.9
CPT0245190003	Normal	-1.0
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 HPA042123	Antibody HPA048064	Antibody CAB037314
Staining
High
Medium
Low
Not detected
Intensity
Strong
Moderate
Weak
Negative
Quantity
>75%
75%-25%
<25%
None
Location
Nuclear
Cytoplasmic/membranous
Cytoplasmic/membranous,nuclear
None
Squamous cell carcinoma, NOS
Adenocarcinoma, NOS
Squamous cell carcinoma, NOS Squamous cell carcinoma, metastatic, NOS