Expression of GNB2 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

GNB2 is not prognostic in Head and Neck Squamous Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 233.93

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

269.6

Number of samples

492

Samples

Sample	Description	TPM
TCGA-CV-6960-01A	0 years, male, black or african american, stage:Stage III, dead, 862 days	1226.9
TCGA-CV-7247-01A	0 years, male, white, stage:Stage III, dead, 577 days	1174.1
TCGA-CN-6018-01A	0 years, female, white, stage:Stage IVA, dead, 580 days	976.3
TCGA-CV-7414-01A	0 years, male, white, stage:Stage IVA, dead, 14 days	863.9
TCGA-CN-6013-01A	0 years, male, white, stage:Stage IVA, dead, 727 days	744.2
TCGA-BA-A6DE-01A	0 years, female, white, stage:Stage II, alive, 440 days	737.1
TCGA-QK-AA3J-01A	0 years, male, black or african american, stage:Stage I, alive, 466 days	696.9
TCGA-CV-6933-01A	0 years, male, white, stage:Stage III, dead, 2741 days	664.1
TCGA-CN-A49B-01A	0 years, male, white, stage:Stage III, alive, 904 days	654.6
TCGA-QK-A6VC-01A	0 years, female, black or african american, stage:Stage IVA, alive, 600 days	639.7
TCGA-D6-A6EO-01A	0 years, male, white, stage:Stage IVA, alive, 759 days	609.6
TCGA-CN-A49A-01A	0 years, male, white, stage:Stage IVB, dead, 526 days	552.8
TCGA-CN-4735-01A	0 years, male, white, stage:Stage IVA, alive, 1737 days	517.9
TCGA-H7-8502-01A	0 years, male, white, stage:Stage IVA, alive, 458 days	511.7
TCGA-CR-6478-01A	0 years, female, white, stage:'--, dead, 183 days	502.7
TCGA-BA-4076-01A	0 years, male, white, stage:'--, dead, 415 days	498.1
TCGA-CR-5247-01A	0 years, male, black or african american, stage:'--, alive, 358 days	485.0
TCGA-CV-A45U-01A	0 years, male, white, stage:Stage IVA, dead, 1079 days	484.9
TCGA-CN-6011-01A	0 years, male, white, stage:Stage IVA, alive, 933 days	477.7
TCGA-UF-A71A-01A	0 years, male, white, stage:Stage IVA, dead, 86 days	468.9
TCGA-CV-7177-01A	0 years, female, white, stage:Stage II, dead, 663 days	461.8
TCGA-MT-A51W-01A	0 years, female, white, stage:Stage I, alive, 437 days	460.4
TCGA-CV-6441-01A	0 years, male, white, stage:Stage III, dead, 292 days	454.9
TCGA-CV-7421-01A	0 years, male, white, stage:Stage IVA, dead, 2 days	449.6
TCGA-CQ-A4C9-01A	0 years, male, stage:Stage III, alive, 707 days	446.0
TCGA-CV-6950-01A	0 years, male, white, stage:Stage IVA, dead, 459 days	439.8
TCGA-CV-7433-01A	0 years, male, white, stage:Stage IVA, dead, 601 days	438.8
TCGA-IQ-A6SG-01A	0 years, female, white, stage:Stage III, alive, 579 days	436.0
TCGA-DQ-5629-01A	0 years, male, white, stage:'--, dead, 941 days	425.5
TCGA-HD-8224-01A	0 years, male, white, stage:Stage IVA, dead, 446 days	425.2
TCGA-CN-6997-01A	0 years, male, white, stage:Stage IVA, dead, 988 days	419.1
TCGA-CR-7399-01A	0 years, female, white, stage:Stage IVA, alive, 181 days	415.5
TCGA-CQ-7069-01A	0 years, female, white, stage:Stage II, alive, 1274 days	414.3
TCGA-D6-8569-01A	0 years, male, white, stage:Stage II, alive, 770 days	412.1
TCGA-D6-6516-01A	0 years, male, white, stage:Stage I, alive, 773 days	409.8
TCGA-D6-A74Q-01A	0 years, male, white, stage:Stage IVA, alive, 710 days	408.7
TCGA-RS-A6TP-01A	0 years, male, white, stage:Stage II, alive, 516 days	408.6
TCGA-BB-A6UM-01A	0 years, male, white, stage:Stage III, alive, 393 days	402.6
TCGA-T3-A92N-01A	0 years, male, black or african american, stage:Stage IVA, dead, 95 days	392.6
TCGA-CR-6491-01A	0 years, male, black or african american, stage:Stage IVA, alive, 693 days	384.8
TCGA-CR-7388-01A	0 years, female, white, stage:'--, dead, 823 days	384.6
TCGA-CV-5444-01A	0 years, male, black or african american, stage:Stage IVA, alive, 2437 days	384.3
TCGA-HL-7533-01A	0 years, male, white, stage:'--, alive, 1057 days	383.6
TCGA-CV-6962-01A	0 years, male, white, stage:Stage IVA, dead, 126 days	383.1
TCGA-CV-6936-01A	0 years, male, white, stage:Stage IVA, dead, 166 days	382.8
TCGA-MT-A51X-01A	0 years, male, white, stage:Stage IVA, alive, 242 days	377.4
TCGA-CV-A460-01A	0 years, male, white, stage:'--, dead, 1838 days	377.2
TCGA-HD-7831-01A	0 years, male, white, stage:Stage IVA, alive, 667 days	371.2
TCGA-CV-6941-01A	0 years, male, white, stage:Stage III, dead, 342 days	370.4
TCGA-CV-5435-01A	0 years, male, white, stage:Stage IVA, dead, 2319 days	368.9
TCGA-UP-A6WW-01A	0 years, male, white, stage:'--, alive, 518 days	366.7
TCGA-UF-A719-01A	0 years, male, stage:Stage II, alive, 1663 days	363.5
TCGA-CV-7416-01A	0 years, female, white, stage:Stage IVA, dead, 763 days	362.4
TCGA-CV-5434-01A	0 years, male, black or african american, stage:Stage IVA, dead, 3314 days	359.4
TCGA-CQ-5326-01A	0 years, male, white, stage:Stage IVA, dead, 89 days	359.1
TCGA-DQ-5631-01A	0 years, male, white, stage:'--, dead, 548 days	357.7
TCGA-IQ-A61H-01A	0 years, male, white, stage:Stage II, alive, 1138 days	356.5
TCGA-CQ-5334-01A	0 years, male, white, stage:Stage IVA, dead, 129 days	352.4
TCGA-CV-A45V-01A	0 years, female, white, stage:Stage IVA, dead, 32 days	352.1
TCGA-CV-7178-01A	0 years, female, white, stage:Stage IVA, dead, 2166 days	350.3
TCGA-CR-6480-01A	0 years, male, white, stage:'--, alive, 362 days	350.0
TCGA-CN-6989-01A	0 years, male, white, stage:Stage IVA, dead, 980 days	349.9
TCGA-CV-7413-01A	0 years, female, white, stage:Stage II, dead, 294 days	349.8
TCGA-CV-5439-01A	0 years, male, white, stage:Stage IVA, dead, 546 days	345.8
TCGA-CV-7235-01A	0 years, male, white, stage:Stage II, alive, 2347 days	344.7
TCGA-F7-8298-01A	0 years, male, white, stage:Stage I, alive, 995 days	342.4
TCGA-CV-7430-01A	0 years, male, white, stage:Stage IVA, dead, 495 days	340.7
TCGA-CV-5979-01A	0 years, male, white, stage:Stage IVA, alive, 1315 days	340.5
TCGA-CV-5431-01A	0 years, male, white, stage:Stage IVA, dead, 522 days	339.0
TCGA-WA-A7GZ-01A	0 years, male, white, stage:'--, dead, 625 days	337.1
TCGA-BA-A8YP-01A	0 years, male, black or african american, stage:Stage IVB, alive, 499 days	337.0
TCGA-CN-6995-01A	0 years, male, white, stage:Stage IVA, dead, 112 days	336.2
TCGA-CV-7090-01A	0 years, male, white, stage:Stage II, alive, 5252 days	335.7
TCGA-CV-7427-01A	0 years, female, white, stage:Stage II, dead, 4760 days	332.4
TCGA-CV-7422-01A	0 years, female, white, stage:Stage IVA, dead, 1037 days	332.1
TCGA-CR-7364-01A	0 years, male, white, stage:Stage III, alive, 1435 days	331.4
TCGA-CN-5360-01A	0 years, male, white, stage:Stage IVA, alive, 2169 days	329.5
TCGA-CV-7100-01A	0 years, male, white, stage:Stage III, dead, 274 days	328.6
TCGA-CV-7254-01A	0 years, male, white, stage:Stage II, dead, 1459 days	328.3
TCGA-CX-7219-01A	0 years, male, black or african american, stage:Stage IVA, alive, 1045 days	328.0
TCGA-QK-A6IH-01A	0 years, female, white, stage:Stage IVB, alive, 653 days	327.3
TCGA-CV-7423-01A	0 years, male, white, stage:Stage II, dead, 3059 days	326.9
TCGA-UF-A7JF-01A	0 years, male, white, stage:Stage IVA, alive, 1686 days	325.8
TCGA-CV-5440-01A	0 years, male, white, stage:Stage IVA, alive, 3270 days	325.7
TCGA-CN-6988-01A	0 years, male, white, stage:Stage IVA, alive, 318 days	325.1
TCGA-CN-A63V-01A	0 years, male, white, stage:Stage IVA, alive, 679 days	324.5
TCGA-CV-7261-01A	0 years, male, white, stage:Stage IVA, alive, 1512 days	323.9
TCGA-CR-7367-01A	0 years, male, white, stage:Stage IVA, alive, 1440 days	323.6
TCGA-CV-5432-01A	0 years, male, white, stage:Stage III, alive, 3930 days	322.4
TCGA-F7-A623-01A	0 years, male, white, stage:Stage IVA, alive, 616 days	322.0
TCGA-CV-5441-01A	0 years, male, white, stage:Stage IVA, alive, 2886 days	320.0
TCGA-CV-5442-01A	0 years, female, white, stage:Stage IVA, alive, 2327 days	319.7
TCGA-D6-6826-01A	0 years, female, white, stage:Stage IVA, dead, 348 days	317.8
TCGA-MT-A7BN-01A	0 years, male, white, stage:Stage IVA, alive, 469 days	316.7
TCGA-UF-A71D-01A	0 years, female, white, stage:Stage IVA, alive, 1461 days	316.1
TCGA-CR-6473-01A	0 years, male, white, stage:'--, alive, 1125 days	315.3
TCGA-BA-5556-01A	0 years, female, white, stage:Stage II, alive, 725 days	314.7
TCGA-BA-5558-01A	0 years, male, white, stage:'--, alive, 1995 days	314.2
TCGA-UF-A7JS-01A	0 years, male, white, stage:Stage IVA, dead, 680 days	314.2
TCGA-D6-A6EP-01A	0 years, male, white, stage:Stage III, alive, 424 days	313.4
TCGA-D6-A6EK-01A	0 years, male, white, stage:Stage III, alive, 875 days	313.3
TCGA-HD-7832-01A	0 years, male, white, stage:Stage IVA, alive, 836 days	310.7
TCGA-CR-7372-01A	0 years, male, white, stage:Stage I, alive, 759 days	310.2
TCGA-P3-A6T6-01A	0 years, male, white, stage:Stage IVA, dead, 395 days	309.5
TCGA-BB-4227-01A	0 years, male, white, stage:Stage IVA, alive, 134 days	308.9
TCGA-CV-6940-01A	0 years, female, white, stage:Stage III, dead, 804 days	308.7
TCGA-CN-5363-01A	0 years, male, black or african american, stage:Stage IVB, dead, 253 days	308.0
TCGA-CV-7406-01A	0 years, male, white, stage:Stage II, dead, 1748 days	305.9
TCGA-CV-6961-01A	0 years, male, white, stage:Stage II, dead, 76 days	305.8
TCGA-BA-A6D8-01A	0 years, male, black or african american, stage:Stage IVA, alive, 850 days	304.9
TCGA-CQ-5333-01A	0 years, male, white, stage:Stage II, dead, 341 days	304.6
TCGA-CN-A641-01A	0 years, male, white, stage:Stage IVA, alive, 367 days	304.5
TCGA-CV-A6JU-01A	0 years, female, white, stage:Stage IVB, alive, 110 days	304.4
TCGA-P3-A6T0-01A	0 years, female, white, stage:Stage IVA, alive, 578 days	304.0
TCGA-DQ-7588-01A	0 years, male, white, stage:'--, dead, 427 days	303.7
TCGA-F7-A61W-01A	0 years, male, asian, stage:Stage IVA, alive, 14 days	303.6
TCGA-CV-5436-01A	0 years, male, stage:Stage IVA, dead, 584 days	302.5
TCGA-CR-7383-01A	0 years, female, white, stage:Stage I, dead, 521 days	301.8
TCGA-D6-A6EN-01A	0 years, male, white, stage:Stage III, alive, 687 days	300.9
TCGA-QK-A6VB-01A	0 years, male, white, stage:Stage IVA, alive, 641 days	300.8
TCGA-CQ-7068-01A	0 years, female, white, stage:Stage II, alive, 1309 days	300.1
TCGA-F7-A50J-01A	0 years, female, white, stage:Stage III, alive, 947 days	300.1
TCGA-CV-7089-01A	0 years, male, white, stage:Stage IVA, dead, 1972 days	298.6
TCGA-CV-A465-01A	0 years, male, white, stage:Stage III, dead, 215 days	297.9
TCGA-CN-5355-01A	0 years, male, black or african american, stage:Stage IVA, alive, 1278 days	297.2
TCGA-CN-4738-01A	0 years, male, white, stage:Stage IVA, dead, 436 days	297.1
TCGA-CV-A6K1-01A	0 years, male, white, stage:Stage IVA, alive, 685 days	296.8
TCGA-CV-7432-01A	0 years, male, white, stage:Stage II, dead, 2570 days	296.6
TCGA-CN-4742-01A	0 years, female, white, stage:Stage IVA, dead, 397 days	295.3
TCGA-BB-8596-01A	0 years, female, white, stage:Stage IVA, alive, 2161 days	295.3
TCGA-UF-A7JC-01A	0 years, male, white, stage:Stage IVA, dead, 546 days	295.2
TCGA-HD-8314-01A	0 years, male, white, stage:Stage III, alive, 670 days	295.2
TCGA-P3-A6SX-01A	0 years, male, white, stage:Stage III, dead, 1430 days	295.0
TCGA-CN-4736-01A	0 years, female, white, stage:'--, dead, 395 days	294.1
TCGA-CN-4727-01A	0 years, male, white, stage:Stage IVA, alive, 1560 days	293.6
TCGA-BA-5557-01A	0 years, female, stage:Stage III, alive, 623 days	293.1
TCGA-CV-6951-01A	0 years, male, white, stage:Stage IVA, dead, 915 days	292.6
TCGA-UF-A7JA-01A	0 years, female, white, stage:Stage IVA, alive, 2265 days	292.0
TCGA-CQ-A4C7-01A	0 years, male, white, stage:Stage III, dead, 353 days	290.2
TCGA-UF-A7JV-01A	0 years, female, white, stage:Stage IVA, dead, 90 days	290.1
TCGA-UF-A7JJ-01A	0 years, male, stage:Stage IVA, alive, 549 days	290.0
TCGA-UF-A7JT-01A	0 years, female, white, stage:Stage IVA, dead, 993 days	289.7
TCGA-CN-5370-01A	0 years, male, white, stage:Stage III, dead, 259 days	289.0
TCGA-T3-A92M-01A	0 years, male, black or african american, stage:Stage IVA, alive, 417 days	288.6
TCGA-CV-7434-01A	0 years, male, white, stage:Stage IVA, dead, 218 days	288.1
TCGA-CQ-7072-01A	0 years, male, white, stage:Stage II, alive, 2359 days	287.7
TCGA-CQ-6221-01A	0 years, male, white, stage:'--, alive, 1000 days	287.4
TCGA-IQ-A61E-01A	0 years, female, white, stage:Stage III, alive, 1147 days	286.7
TCGA-CN-6024-01A	0 years, male, white, stage:Stage IVA, dead, 337 days	286.5
TCGA-CQ-5332-01A	0 years, male, white, stage:Stage III, dead, 317 days	285.8
TCGA-CR-7368-01A	0 years, male, white, stage:Stage IVA, alive, 1245 days	285.7
TCGA-CN-6010-01A	0 years, male, white, stage:Stage IVA, alive, 1523 days	285.2
TCGA-F7-A61S-01A	0 years, male, white, stage:Stage III, alive, 576 days	284.8
TCGA-CV-A6JD-01A	0 years, female, white, stage:'--, dead, 182 days	284.8
TCGA-HD-7753-01A	0 years, male, black or african american, stage:Stage I, alive, 866 days	284.7
TCGA-CR-6471-01A	0 years, male, white, stage:Stage IVA, dead, 1202 days	284.2
TCGA-DQ-5625-01A	0 years, female, white, stage:'--, dead, 1133 days	283.7
TCGA-CV-6934-01A	0 years, female, white, stage:Stage IVA, dead, 65 days	283.5
TCGA-CV-7263-01A	0 years, male, black or african american, stage:Stage II, dead, 560 days	283.5
TCGA-CN-4739-01A	0 years, male, white, stage:Stage IVA, dead, 1394 days	283.4
TCGA-D6-6517-01A	0 years, male, white, stage:Stage III, alive, 292 days	282.8
TCGA-CV-7097-01A	0 years, male, white, stage:Stage II, dead, 385 days	282.6
TCGA-CN-A499-01A	0 years, female, white, stage:Stage II, alive, 717 days	282.4
TCGA-CN-4741-01A	0 years, male, white, stage:Stage IVA, alive, 2239 days	281.7
TCGA-CV-A6JY-01A	0 years, male, white, stage:Stage IVA, alive, 646 days	281.2
TCGA-BA-6869-01A	0 years, male, white, stage:Stage III, alive, 644 days	280.7
TCGA-CR-7371-01A	0 years, female, white, stage:Stage III, dead, 94 days	279.3
TCGA-CV-7103-01A	0 years, male, white, stage:Stage IVA, dead, 1591 days	278.5
TCGA-CN-A6V7-01A	0 years, male, white, stage:Stage IVA, alive, 594 days	277.8
TCGA-CQ-6223-01A	0 years, male, white, stage:Stage II, alive, 1428 days	277.5
TCGA-4P-AA8J-01A	0 years, male, black or african american, stage:Stage IVA, alive, 102 days	277.2
TCGA-CV-5966-01A	0 years, female, white, stage:Stage IVA, dead, 545 days	276.8
TCGA-CN-4722-01A	0 years, female, white, stage:Stage II, alive, 1483 days	276.8
TCGA-CV-7245-01A	0 years, male, white, stage:Stage IVA, alive, 797 days	276.5
TCGA-CQ-6224-01A	0 years, male, white, stage:Stage IVA, alive, 1721 days	276.1
TCGA-CR-6477-01A	0 years, female, white, stage:'--, alive, 514 days	276.0
TCGA-CQ-A4C6-01A	0 years, male, asian, stage:Stage II, alive, 1353 days	275.3
TCGA-CV-A6JN-01A	0 years, male, white, stage:'--, alive, 906 days	274.2
TCGA-CR-7377-01A	0 years, male, white, stage:Stage IVA, dead, 279 days	274.0
TCGA-P3-A6T5-01A	0 years, female, white, stage:Stage IVA, dead, 882 days	273.8
TCGA-CV-7099-01A	0 years, female, white, stage:Stage II, dead, 243 days	273.8
TCGA-BB-A5HU-01A	0 years, male, white, stage:Stage IVA, alive, 782 days	272.8
TCGA-CQ-5330-01A	0 years, female, white, stage:Stage IVA, alive, 1897 days	272.0
TCGA-HD-7754-01A	0 years, male, white, stage:Stage IVA, alive, 783 days	271.1
TCGA-BA-A4IG-01A	0 years, male, white, stage:'--, alive, 855 days	271.1
TCGA-P3-A5Q6-01A	0 years, male, white, stage:Stage IVA, dead, 480 days	270.7
TCGA-CV-7104-01A	0 years, female, white, stage:Stage IVA, dead, 393 days	270.5
TCGA-CQ-A4CI-01A	0 years, male, white, stage:Stage III, alive, 950 days	269.9
TCGA-CR-6488-01A	0 years, female, white, stage:Stage II, alive, 379 days	269.8
TCGA-CR-7390-01A	0 years, male, white, stage:Stage IVA, alive, 1508 days	269.7
TCGA-CN-6016-01A	0 years, male, white, stage:Stage IVA, alive, 1443 days	269.4
TCGA-HD-A6HZ-01A	0 years, female, white, stage:Stage III, alive, 111 days	269.3
TCGA-CR-6493-01A	0 years, male, black or african american, stage:Stage IVA, dead, 282 days	269.0
TCGA-IQ-7630-01A	0 years, male, white, stage:Stage II, alive, 485 days	268.9
TCGA-CQ-5327-01A	0 years, female, asian, stage:Stage IVA, alive, 1660 days	268.4
TCGA-CN-4725-01A	0 years, male, white, stage:Stage II, alive, 1157 days	268.4
TCGA-CV-7425-01A	0 years, female, white, stage:Stage III, dead, 1718 days	267.8
TCGA-CN-6022-01A	0 years, male, white, stage:Stage IVA, dead, 281 days	267.8
TCGA-CV-A6JZ-01A	0 years, male, white, stage:Stage II, alive, 714 days	267.7
TCGA-UF-A71B-01A	0 years, male, white, stage:Stage IVA, alive, 1506 days	267.7
TCGA-CN-6020-01A	0 years, male, black or african american, stage:Stage III, dead, 205 days	267.6
TCGA-CV-7095-01A	0 years, female, stage:Stage II, dead, 572 days	267.2
TCGA-P3-A6T2-01A	0 years, male, white, stage:Stage IVA, alive, 2298 days	266.9
TCGA-CV-5430-01A	0 years, male, white, stage:Stage IVA, alive, 4241 days	266.8
TCGA-UF-A7JH-01A	0 years, male, black or african american, stage:Stage IVA, alive, 896 days	266.4
TCGA-BB-4217-01A	0 years, male, black or african american, stage:Stage IVA, alive, 187 days	266.1
TCGA-CX-7086-01A	0 years, male, black or african american, stage:Stage III, alive, 573 days	265.2
TCGA-CV-6955-01A	0 years, female, white, stage:Stage II, dead, 334 days	265.2
TCGA-P3-A6T8-01A	0 years, male, white, stage:Stage IVA, alive, 400 days	265.2
TCGA-CQ-A4CH-01A	0 years, male, asian, stage:Stage II, dead, 379 days	264.7
TCGA-HD-7229-01A	0 years, male, white, stage:Stage IVA, alive, 1027 days	264.5
TCGA-CQ-7063-01A	0 years, female, white, stage:Stage I, alive, 2133 days	264.4
TCGA-IQ-A61O-01A	0 years, male, white, stage:Stage IVA, dead, 421 days	263.6
TCGA-HD-A633-01A	0 years, male, white, stage:Stage IVA, alive, 421 days	262.7
TCGA-CR-6484-01A	0 years, female, asian, stage:Stage IVA, alive, 354 days	262.7
TCGA-CQ-5323-01A	0 years, male, white, stage:Stage I, alive, 1466 days	262.5
TCGA-UF-A7J9-01A	0 years, male, white, stage:Stage IVA, alive, 1358 days	262.0
TCGA-CN-5361-01A	0 years, male, white, stage:Stage IVA, dead, 2120 days	261.9
TCGA-CV-7236-01A	0 years, female, white, stage:Stage IVA, dead, 144 days	261.5
TCGA-CV-7428-01A	0 years, male, white, stage:Stage IVA, dead, 1671 days	261.1
TCGA-CV-5976-01A	0 years, male, white, stage:Stage IVA, alive, 1478 days	260.7
TCGA-CR-7404-01A	0 years, male, white, stage:'--, alive, 1472 days	260.7
TCGA-CN-6994-01A	0 years, male, white, stage:Stage IVA, alive, 1183 days	259.9
TCGA-HD-A6I0-01A	0 years, male, white, stage:Stage IVA, alive, 210 days	259.0
TCGA-CV-6935-01A	0 years, male, white, stage:Stage IVA, dead, 295 days	258.9
TCGA-CV-6433-01A	0 years, male, white, stage:Stage II, alive, 641 days	258.5
TCGA-BA-5555-01A	0 years, male, black or african american, stage:Stage IVA, alive, 520 days	258.2
TCGA-CV-6945-01A	0 years, male, white, stage:Stage IVA, dead, 366 days	256.8
TCGA-CR-7365-01A	0 years, male, white, stage:Stage IVA, alive, 1191 days	256.1
TCGA-QK-A652-01A	0 years, male, white, stage:Stage III, alive, 645 days	256.0
TCGA-BA-A6DA-01A	0 years, female, white, stage:Stage IVA, alive, 351 days	255.0
TCGA-CV-7252-01A	0 years, female, black or african american, stage:Stage IVA, dead, 151 days	255.0
TCGA-CR-7369-01A	0 years, male, white, stage:Stage IVA, dead, 1090 days	254.5
TCGA-CV-A45Z-01A	0 years, male, white, stage:'--, dead, 1466 days	254.3
TCGA-MZ-A6I9-01A	0 years, male, white, stage:'--, dead, 489 days	254.2
TCGA-CN-6012-01A	0 years, male, white, stage:Stage IVA, alive, 1460 days	252.6
TCGA-TN-A7HL-01A	0 years, male, white, stage:Stage IVA, alive, 619 days	252.6
TCGA-CN-6992-01A	0 years, male, white, stage:Stage IVA, alive, 1066 days	252.0
TCGA-CR-7382-01A	0 years, male, white, stage:Stage IVA, alive, 796 days	250.4
TCGA-CN-A63W-01A	0 years, female, white, stage:Stage IVA, dead, 377 days	250.1
TCGA-CV-7418-01A	0 years, male, black or african american, stage:Stage IVA, dead, 789 days	249.9
TCGA-T2-A6WX-01A	0 years, female, white, stage:'--, dead, 209 days	249.7
TCGA-DQ-5624-01A	0 years, female, white, stage:'--, alive, 1778 days	248.3
TCGA-BA-A4II-01A	0 years, male, white, stage:Stage II, alive, 918 days	248.1
TCGA-D6-A6EQ-01A	0 years, male, white, stage:Stage IVA, alive, 368 days	247.8
TCGA-CV-7238-01A	0 years, female, white, stage:Stage II, alive, 2727 days	247.5
TCGA-CR-7385-01A	0 years, male, white, stage:'--, alive, 997 days	247.3
TCGA-F7-A620-01A	0 years, male, white, stage:Stage III, alive, 543 days	246.1
TCGA-CN-6019-01A	0 years, male, white, stage:Stage IVA, alive, 1038 days	245.6
TCGA-CR-6492-01A	0 years, male, white, stage:Stage III, alive, 479 days	245.0
TCGA-DQ-7592-01A	0 years, male, american indian or alaska native, stage:'--, alive, 1143 days	244.7
TCGA-CV-7410-01A	0 years, male, white, stage:Stage III, dead, 6417 days	244.4
TCGA-D6-A6EM-01A	0 years, female, white, stage:Stage III, alive, 232 days	244.4
TCGA-CN-A6V3-01A	0 years, male, white, stage:Stage IVA, alive, 742 days	244.2
TCGA-CR-7401-01A	0 years, male, white, stage:Stage I, alive, 1077 days	244.0
TCGA-QK-A64Z-01A	0 years, female, white, stage:Stage IVA, dead, 641 days	243.9
TCGA-CV-7424-01A	0 years, male, asian, stage:Stage IVA, dead, 453 days	243.9
TCGA-CV-7435-01A	0 years, female, white, stage:Stage IVA, dead, 4680 days	243.8
TCGA-D6-6515-01A	0 years, female, white, stage:Stage II, dead, 403 days	243.2
TCGA-CV-6938-01A	0 years, male, white, stage:Stage II, dead, 144 days	243.0
TCGA-QK-A8Z7-01A	0 years, male, black or african american, stage:Stage IVA, alive, 392 days	242.5
TCGA-CN-4729-01A	0 years, male, white, stage:Stage III, alive, 392 days	242.3
TCGA-HD-8634-01A	0 years, female, white, stage:Stage I, dead, 385 days	242.0
TCGA-CN-A6UY-01A	0 years, male, white, stage:Stage IVA, alive, 713 days	242.0
TCGA-CQ-5324-01A	0 years, male, white, stage:Stage III, alive, 1593 days	241.2
TCGA-CR-7373-01A	0 years, male, white, stage:Stage IVA, alive, 889 days	241.1
TCGA-CR-7397-01A	0 years, male, white, stage:Stage IVA, alive, 754 days	241.0
TCGA-CQ-6225-01A	0 years, male, white, stage:Stage III, dead, 403 days	240.2
TCGA-CV-6939-01A	0 years, male, white, stage:Stage IVA, dead, 666 days	239.9
TCGA-UF-A718-01A	0 years, male, white, stage:Stage IVA, alive, 1971 days	238.7
TCGA-F7-7848-01A	0 years, male, white, stage:Stage IVA, alive, 1131 days	237.9
TCGA-CV-7255-01A	0 years, female, white, stage:Stage IVA, dead, 64 days	237.9
TCGA-BA-6872-01A	0 years, male, white, stage:'--, dead, 384 days	237.8
TCGA-P3-A6T7-01A	0 years, male, white, stage:Stage IVA, dead, 487 days	237.3
TCGA-CV-7183-01A	0 years, male, white, stage:Stage II, alive, 3981 days	236.6
TCGA-TN-A7HJ-01A	0 years, male, white, stage:Stage IVA, alive, 403 days	236.6
TCGA-CV-6953-01A	0 years, female, white, stage:Stage III, dead, 1641 days	236.5
TCGA-CN-5367-01A	0 years, female, white, stage:Stage IVA, dead, 352 days	236.5
TCGA-HD-A4C1-01A	0 years, female, black or african american, stage:Stage IVA, alive, 11 days	236.3
TCGA-P3-A5QA-01A	0 years, male, stage:Stage I, alive, 2182 days	235.9
TCGA-CN-A49C-01A	0 years, male, white, stage:'--, alive, 645 days	235.6
TCGA-D6-A4ZB-01A	0 years, male, white, stage:Stage III, alive, 376 days	235.6
TCGA-BA-5151-01A	0 years, male, white, stage:Stage IVA, alive, 722 days	235.4
TCGA-CV-6003-01A	0 years, female, white, stage:Stage III, alive, 1665 days	234.4
TCGA-CQ-7065-01A	0 years, male, asian, stage:Stage II, alive, 1628 days	234.0
TCGA-P3-A5QF-01A	0 years, male, white, stage:Stage IVA, dead, 330 days	233.9
TCGA-CR-7370-01A	0 years, female, white, stage:'--, alive, 105 days	232.8
TCGA-CN-5366-01A	0 years, male, white, stage:Stage IVA, dead, 360 days	232.6
TCGA-BA-A6DJ-01A	0 years, male, asian, stage:Stage IVA, dead, 407 days	232.5
TCGA-CN-A63T-01A	0 years, male, white, stage:Stage IVA, alive, 225 days	232.4
TCGA-CV-7407-01A	0 years, female, white, stage:Stage II, dead, 1081 days	232.4
TCGA-D6-8568-01A	0 years, male, white, stage:Stage II, alive, 759 days	232.0
TCGA-D6-A4Z9-01A	0 years, male, white, stage:Stage IVA, alive, 539 days	231.6
TCGA-CV-7102-01A	0 years, female, white, stage:Stage IVA, dead, 56 days	231.5
TCGA-H7-7774-01A	0 years, female, white, stage:Stage IVA, alive, 407 days	231.4
TCGA-UF-A7JD-01A	0 years, male, stage:Stage IVA, dead, 739 days	231.4
TCGA-CV-7568-01A	0 years, female, white, stage:Stage IVA, dead, 927 days	231.2
TCGA-CX-A4AQ-01A	0 years, male, white, stage:Stage IVA, alive, 1555 days	230.7
TCGA-IQ-A61G-01A	0 years, male, white, stage:Stage IVA, alive, 360 days	230.7
TCGA-BA-A6DB-01A	0 years, female, white, stage:Stage I, alive, 216 days	230.4
TCGA-HD-8635-01A	0 years, female, white, stage:Stage III, alive, 695 days	230.2
TCGA-CV-7253-01A	0 years, male, black or african american, stage:Stage IVA, dead, 361 days	230.1
TCGA-CV-6959-01A	0 years, male, white, stage:Stage III, dead, 256 days	229.7
TCGA-CN-4734-01A	0 years, male, white, stage:Stage II, alive, 1690 days	229.3
TCGA-P3-A6T4-01A	0 years, male, white, stage:Stage IVA, dead, 62 days	228.8
TCGA-CV-A45X-01A	0 years, male, white, stage:Stage IVA, dead, 198 days	228.4
TCGA-CV-7411-01A	0 years, female, white, stage:Stage IVA, dead, 2717 days	228.2
TCGA-D6-6825-01A	0 years, male, white, stage:Stage I, alive, 491 days	228.2
TCGA-BA-A6DI-01A	0 years, male, black or african american, stage:'--, dead, 336 days	227.7
TCGA-CN-5369-01A	0 years, female, white, stage:Stage IVA, dead, 1 days	227.7
TCGA-F7-A61V-01A	0 years, male, white, stage:Stage II, alive, 759 days	226.9
TCGA-BA-A4IF-01A	0 years, male, white, stage:'--, alive, 895 days	226.8
TCGA-D6-6824-01A	0 years, male, white, stage:Stage IVA, alive, 77 days	225.9
TCGA-CR-6472-01A	0 years, male, white, stage:'--, alive, 1050 days	225.5
TCGA-CQ-A4CE-01A	0 years, female, stage:Stage II, alive, 897 days	225.4
TCGA-CV-A6JT-01A	0 years, male, white, stage:Stage II, alive, 852 days	225.1
TCGA-T2-A6X0-01A	0 years, male, white, stage:'--, alive, 216 days	224.6
TCGA-CN-A6V6-01A	0 years, male, white, stage:Stage IVA, alive, 635 days	224.2
TCGA-UF-A71E-01A	0 years, male, white, stage:Stage IVA, dead, 1504 days	224.0
TCGA-CV-A464-01A	0 years, male, white, stage:Stage III, alive, 1722 days	223.5
TCGA-CN-5364-01A	0 years, male, white, stage:Stage IVA, dead, 493 days	222.9
TCGA-CV-5977-01A	0 years, male, white, stage:Stage IVA, alive, 1840 days	222.1
TCGA-F7-A622-01A	0 years, male, white, stage:Stage III, dead, 359 days	222.1
TCGA-CV-5970-01A	0 years, male, white, stage:Stage IVA, dead, 406 days	221.8
TCGA-CN-6996-01A	0 years, female, white, stage:Stage IVA, dead, 530 days	221.3
TCGA-CV-A6JM-01A	0 years, male, white, stage:'--, dead, 194 days	221.2
TCGA-T2-A6X2-01A	0 years, male, white, stage:Stage III, alive, 987 days	221.0
TCGA-CQ-5331-01A	0 years, female, white, stage:'--, alive, 1399 days	220.9
TCGA-CN-5356-01A	0 years, male, white, stage:Stage III, alive, 1409 days	220.3
TCGA-KU-A6H7-01A	0 years, female, white, stage:Stage IVA, alive, 586 days	220.0
TCGA-CR-7380-01A	0 years, male, white, stage:Stage IVB, dead, 606 days	219.7
TCGA-CR-7391-01A	0 years, female, white, stage:Stage I, alive, 913 days	219.7
TCGA-CN-A498-01A	0 years, female, white, stage:Stage III, dead, 773 days	219.6
TCGA-CQ-6220-01A	0 years, male, white, stage:Stage III, dead, 985 days	219.6
TCGA-CV-5978-01A	0 years, female, black or african american, stage:Stage IVB, dead, 215 days	219.0
TCGA-CV-A461-01A	0 years, male, white, stage:'--, dead, 2064 days	218.6
TCGA-QK-A8Z8-01A	0 years, female, black or african american, stage:Stage IVC, dead, 171 days	218.5
TCGA-CV-A463-01A	0 years, female, white, stage:Stage IVA, dead, 23 days	218.2
TCGA-CR-7376-01A	0 years, male, white, stage:Stage III, alive, 972 days	218.2
TCGA-CR-7386-01A	0 years, male, white, stage:Stage IVA, alive, 1430 days	217.6
TCGA-BB-A5HY-01A	0 years, male, white, stage:Stage IVA, dead, 321 days	217.4
TCGA-CV-6952-01A	0 years, female, white, stage:Stage IVA, dead, 185 days	217.1
TCGA-BA-5153-01A	0 years, male, white, stage:'--, dead, 1762 days	216.9
TCGA-CR-7389-01A	0 years, male, black or african american, stage:'--, alive, 392 days	216.8
TCGA-CQ-6228-01A	0 years, female, white, stage:Stage IVA, dead, 456 days	216.1
TCGA-CV-A45R-01A	0 years, male, white, stage:Stage III, alive, 5480 days	215.6
TCGA-BA-6870-01A	0 years, female, black or african american, stage:'--, dead, 451 days	214.2
TCGA-C9-A480-01A	0 years, female, asian, stage:Stage III, alive, 386 days	213.7
TCGA-CR-7393-01A	0 years, male, white, stage:Stage III, alive, 993 days	213.7
TCGA-CV-7248-01A	0 years, female, black or african american, stage:Stage IVA, dead, 521 days	213.6
TCGA-CR-7379-01A	0 years, female, white, stage:Stage IVA, alive, 1036 days	213.6
TCGA-CR-7392-01A	0 years, female, white, stage:Stage IVA, alive, 1425 days	213.3
TCGA-CN-5365-01A	0 years, male, white, stage:Stage IVB, dead, 351 days	213.3
TCGA-F7-A624-01A	0 years, male, white, stage:Stage II, alive, 378 days	212.7
TCGA-CV-A45P-01A	0 years, female, white, stage:Stage I, alive, 639 days	212.6
TCGA-CQ-6227-01A	0 years, male, white, stage:Stage IVA, dead, 129 days	212.2
TCGA-CV-6937-01A	0 years, male, white, stage:Stage II, dead, 624 days	211.8
TCGA-BB-A6UO-01A	0 years, female, white, stage:Stage IVA, dead, 268 days	211.5
TCGA-CR-7395-01A	0 years, female, white, stage:Stage II, alive, 930 days	211.4
TCGA-CN-4726-01A	0 years, male, white, stage:Stage IVA, dead, 142 days	211.4
TCGA-P3-A6T3-01A	0 years, male, white, stage:Stage IVA, dead, 577 days	211.0
TCGA-CN-5358-01A	0 years, male, white, stage:Stage II, dead, 261 days	210.7
TCGA-CN-6998-01A	0 years, male, white, stage:Stage IVA, dead, 357 days	210.7
TCGA-H7-A76A-01A	0 years, male, white, stage:'--, alive, 637 days	210.7
TCGA-CN-6021-01A	0 years, female, white, stage:'--, dead, 276 days	210.6
TCGA-CR-5243-01A	0 years, male, white, stage:'--, alive, 2562 days	210.4
TCGA-QK-A6II-01A	0 years, male, white, stage:Stage IVA, dead, 284 days	210.3
TCGA-CV-7180-01A	0 years, male, white, stage:Stage II, dead, 327 days	209.8
TCGA-CN-5373-01A	0 years, female, white, stage:Stage I, alive, 1584 days	209.6
TCGA-CV-A45Q-01A	0 years, female, white, stage:'--, dead, 5152 days	209.5
TCGA-BB-8601-01A	0 years, male, black or african american, stage:Stage III, alive, 624 days	209.2
TCGA-CN-4740-01A	0 years, female, white, stage:Stage IVA, dead, 839 days	208.9
TCGA-CR-5249-01A	0 years, female, white, stage:Stage II, alive, 1152 days	208.9
TCGA-CQ-5329-01A	0 years, female, white, stage:Stage II, alive, 2143 days	208.9
TCGA-IQ-A61I-01A	0 years, male, black or african american, stage:Stage IVA, dead, 2 days	208.5
TCGA-CV-A45T-01A	0 years, female, white, stage:'--, dead, 4856 days	207.7
TCGA-BA-6871-01A	0 years, male, white, stage:'--, dead, 108 days	207.4
TCGA-CQ-7071-01A	0 years, female, white, stage:Stage III, alive, 1311 days	207.1
TCGA-BA-A6DD-01A	0 years, male, black or african american, stage:Stage IVA, dead, 173 days	206.8
TCGA-CV-A468-01A	0 years, male, stage:Stage IVA, dead, 464 days	206.7
TCGA-CQ-6229-01A	0 years, male, white, stage:Stage II, alive, 1179 days	206.6
TCGA-CQ-6222-01A	0 years, male, white, stage:Stage IVA, alive, 2016 days	206.5
TCGA-CV-7437-01A	0 years, male, stage:Stage II, dead, 506 days	206.5
TCGA-CQ-A4CG-01A	0 years, female, white, stage:Stage III, dead, 430 days	206.4
TCGA-IQ-A6SH-01A	0 years, male, black or african american, stage:Stage III, alive, 471 days	205.3
TCGA-QK-A8ZB-01A	0 years, male, black or african american, stage:Stage IVA, alive, 542 days	205.2
TCGA-KU-A66T-01A	0 years, female, white, stage:Stage IVA, alive, 552 days	203.7
TCGA-QK-A6IJ-01A	0 years, male, white, stage:Stage III, alive, 387 days	202.6
TCGA-CN-4728-01A	0 years, male, white, stage:Stage IVA, alive, 1724 days	202.4
TCGA-CV-7440-01A	0 years, male, white, stage:Stage II, dead, 675 days	202.2
TCGA-P3-A5Q5-01A	0 years, male, white, stage:Stage IVA, alive, 910 days	202.2
TCGA-CV-7415-01A	0 years, male, white, stage:Stage IVA, dead, 695 days	201.5
TCGA-CQ-A4CD-01A	0 years, male, white, stage:Stage IVA, alive, 1022 days	201.3
TCGA-C9-A47Z-01A	0 years, female, asian, stage:Stage III, dead, 191 days	200.1
TCGA-D6-6827-01A	0 years, female, white, stage:Stage I, alive, 568 days	199.5
TCGA-UF-A7JO-01A	0 years, female, white, stage:Stage IVA, dead, 631 days	199.4
TCGA-T2-A6WZ-01A	0 years, male, white, stage:'--, dead, 484 days	199.2
TCGA-F7-8489-01A	0 years, male, white, stage:Stage II, alive, 658 days	198.7
TCGA-HD-A634-01A	0 years, male, white, stage:Stage IVA, dead, 130 days	198.4
TCGA-CV-7250-01A	0 years, male, white, stage:Stage IVA, dead, 2900 days	198.3
TCGA-CR-7394-01A	0 years, male, white, stage:Stage IVA, alive, 1346 days	198.2
TCGA-TN-A7HI-01A	0 years, male, white, stage:Stage IVA, alive, 412 days	197.8
TCGA-H7-8501-01A	0 years, male, white, stage:Stage IVA, alive, 461 days	194.9
TCGA-CR-6482-01A	0 years, male, black or african american, stage:'--, alive, 345 days	194.7
TCGA-QK-A8ZA-01A	0 years, male, black or african american, stage:'--, dead, 371 days	193.6
TCGA-CN-4737-01A	0 years, male, white, stage:Stage IVA, alive, 625 days	193.6
TCGA-BB-A5HZ-01A	0 years, male, white, stage:Stage IVA, alive, 827 days	193.3
TCGA-CV-7101-01A	0 years, male, white, stage:Stage II, dead, 160 days	192.7
TCGA-H7-A6C4-01A	0 years, female, white, stage:Stage IVA, dead, 414 days	191.8
TCGA-CR-5248-01A	0 years, male, white, stage:'--, alive, 1663 days	191.3
TCGA-CQ-A4CB-01A	0 years, male, stage:Stage III, alive, 893 days	190.9
TCGA-MT-A67A-01A	0 years, female, white, stage:Stage I, alive, 914 days	190.4
TCGA-CV-5971-01A	0 years, male, white, stage:Stage IVA, alive, 701 days	190.4
TCGA-DQ-5630-01A	0 years, male, white, stage:'--, alive, 1030 days	190.3
TCGA-CV-6954-01A	0 years, male, black or african american, stage:Stage IVA, dead, 2002 days	190.1
TCGA-D6-6823-01A	0 years, male, white, stage:Stage II, alive, 701 days	190.1
TCGA-QK-AA3K-01A	0 years, male, black or african american, stage:Stage IVA, alive, 253 days	190.1
TCGA-QK-A6IG-01A	0 years, male, white, stage:Stage III, dead, 222 days	189.3
TCGA-QK-A6V9-01A	0 years, male, white, stage:Stage II, alive, 833 days	189.2
TCGA-RS-A6TO-01A	0 years, female, white, stage:Stage IVA, dead, 387 days	188.8
TCGA-CV-7438-01A	0 years, female, white, stage:Stage I, dead, 194 days	188.6
TCGA-CR-6470-01A	0 years, male, white, stage:Stage II, alive, 1521 days	188.2
TCGA-BA-6873-01A	0 years, male, white, stage:Stage IVA, alive, 122 days	188.0
TCGA-CV-7091-01A	0 years, male, white, stage:Stage I, alive, 3381 days	187.3
TCGA-BA-4078-01A	0 years, male, white, stage:'--, dead, 276 days	187.0
TCGA-CV-6943-01A	0 years, male, white, stage:Stage III, dead, 602 days	186.6
TCGA-MT-A67D-01A	0 years, male, white, stage:Stage II, alive, 56 days	186.3
TCGA-CQ-6218-01A	0 years, female, white, stage:Stage IVA, alive, 1253 days	186.2
TCGA-CV-A6K2-01A	0 years, male, white, stage:Stage IVA, dead, 317 days	185.8
TCGA-CN-4723-01A	0 years, male, white, stage:Stage IVA, alive, 1699 days	185.7
TCGA-BA-A6DG-01A	0 years, male, white, stage:'--, dead, 69 days	184.6
TCGA-CV-7429-01A	0 years, male, white, stage:Stage IVA, dead, 107 days	184.5
TCGA-F7-A50I-01A	0 years, male, white, stage:Stage IVA, alive, 92 days	182.5
TCGA-CQ-6219-01A	0 years, female, white, stage:Stage IVA, dead, 479 days	182.2
TCGA-KU-A6H8-01A	0 years, male, white, stage:Stage IVA, dead, 327 days	182.1
TCGA-IQ-A61J-01A	0 years, male, white, stage:Stage IVA, alive, 1021 days	180.3
TCGA-CX-7085-01A	0 years, female, white, stage:Stage I, alive, 321 days	179.7
TCGA-CN-A497-01A	0 years, male, stage:Stage III, alive, 1065 days	179.2
TCGA-BA-5559-01A	0 years, male, white, stage:'--, dead, 2083 days	179.2
TCGA-CV-7446-01A	0 years, male, white, stage:Stage IVA, dead, 1093 days	178.3
TCGA-CN-A642-01A	0 years, male, white, stage:Stage IVB, dead, 82 days	177.9
TCGA-CN-5359-01A	0 years, male, white, stage:Stage IVA, dead, 377 days	176.2
TCGA-CN-6023-01A	0 years, male, white, stage:Stage IVA, alive, 1584 days	175.2
TCGA-CV-7242-01A	0 years, female, white, stage:Stage II, alive, 1095 days	173.6
TCGA-CV-5443-01A	0 years, male, black or african american, stage:Stage III, alive, 2784 days	172.4
TCGA-CV-A45Y-01A	0 years, male, american indian or alaska native, stage:Stage IVA, dead, 2703 days	172.3
TCGA-MT-A67F-01A	0 years, female, white, stage:Stage IVA, alive, 384 days	171.8
TCGA-IQ-7631-01A	0 years, female, white, stage:Stage II, alive, 1172 days	171.8
TCGA-CV-6948-01A	0 years, female, white, stage:Stage IVB, dead, 1289 days	168.5
TCGA-IQ-7632-01A	0 years, female, white, stage:Stage IVA, alive, 441 days	168.2
TCGA-BB-4228-01A	0 years, male, white, stage:Stage III, alive, 559 days	167.1
TCGA-CN-5374-01A	0 years, female, white, stage:Stage IVA, dead, 1732 days	166.7
TCGA-CN-A63U-01A	0 years, male, white, stage:Stage IVA, alive, 964 days	163.2
TCGA-WA-A7H4-01A	0 years, male, white, stage:Stage II, alive, 443 days	162.3
TCGA-BB-4225-01A	0 years, male, white, stage:'--, alive, 146 days	161.9
TCGA-CR-7402-01A	0 years, male, white, stage:'--, alive, 911 days	161.3
TCGA-D6-A6ES-01A	0 years, male, white, stage:Stage IVA, alive, 389 days	161.2
TCGA-CR-6474-01A	0 years, male, white, stage:Stage IVA, dead, 564 days	160.7
TCGA-CV-A45O-01A	0 years, male, white, stage:'--, alive, 851 days	159.9
TCGA-CX-7082-01A	0 years, male, white, stage:Stage IVA, dead, 11 days	159.4
TCGA-BA-7269-01A	0 years, male, white, stage:Stage III, alive, 1273 days	159.2
TCGA-KU-A66S-01A	0 years, female, white, stage:Stage III, dead, 406 days	159.1
TCGA-MZ-A5BI-01A	0 years, male, white, stage:'--, dead, 217 days	156.4
TCGA-CR-6481-01A	0 years, male, white, stage:'--, alive, 311 days	154.8
TCGA-F7-A50G-01A	0 years, male, white, stage:Stage III, alive, 616 days	154.3
TCGA-CR-6467-01A	0 years, male, white, stage:Stage III, alive, 1777 days	152.5
TCGA-BA-5152-01A	0 years, male, white, stage:Stage IVA, alive, 1288 days	149.8
TCGA-QK-A6IF-01A	0 years, male, white, stage:'--, alive, 704 days	149.8
TCGA-CR-7398-01A	0 years, female, white, stage:Stage II, alive, 156 days	148.3
TCGA-CN-4731-01A	0 years, female, white, stage:Stage IVA, dead, 998 days	146.7
TCGA-CV-6942-01A	0 years, female, white, stage:Stage II, alive, 4282 days	146.5
TCGA-UF-A7JK-01A	0 years, male, stage:Stage IVA, dead, 424 days	146.3
TCGA-BB-4224-01A	0 years, male, white, stage:Stage IVA, alive, 278 days	144.9
TCGA-CR-6487-01A	0 years, male, white, stage:Stage I, alive, 234 days	143.2
TCGA-CQ-5325-01A	0 years, male, white, stage:Stage I, dead, 654 days	142.2
TCGA-BB-4223-01A	0 years, male, white, stage:Stage IVA, alive, 3221 days	142.1
TCGA-CN-4730-01A	0 years, male, white, stage:Stage IVA, alive, 817 days	140.7
TCGA-CN-4733-01A	0 years, male, white, stage:Stage III, alive, 1586 days	140.2
TCGA-CR-7374-01A	0 years, female, white, stage:'--, alive, 30 days	139.3
TCGA-P3-A6SW-01A	0 years, male, white, stage:Stage IVB, alive, 1120 days	139.0
TCGA-BA-4075-01A	0 years, male, black or african american, stage:Stage III, dead, 283 days	138.9
TCGA-DQ-7591-01A	0 years, male, white, stage:'--, alive, 622 days	137.1
TCGA-BA-A6DL-01A	0 years, male, white, stage:'--, alive, 623 days	130.4
TCGA-CV-A6JE-01A	0 years, male, white, stage:'--, alive, 1075 days	127.4
TCGA-CN-6017-01A	0 years, male, white, stage:Stage IVA, dead, 853 days	125.3
TCGA-BA-A4IH-01A	0 years, male, white, stage:'--, alive, 622 days	116.6
TCGA-CR-5250-01A	0 years, male, white, stage:'--, alive, 799 days	115.6
TCGA-P3-A5QE-01A	0 years, male, white, stage:Stage III, alive, 1559 days	111.8
TCGA-CV-6436-01A	0 years, male, white, stage:Stage IVA, alive, 1899 days	111.1
TCGA-CV-A45W-01A	0 years, male, white, stage:Stage II, dead, 1398 days	110.6
TCGA-MZ-A7D7-01A	0 years, male, white, stage:Stage IVA, alive, 547 days	103.2
TCGA-BA-4074-01A	0 years, male, white, stage:Stage IVA, dead, 462 days	78.8
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HEAD AND NECK SQUAMOUS CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

183

Samples

Sample ID	Sample type	nRPX
CPT0236850004	Tumor	0.8
CPT0163740003	Tumor	0.7
CPT0087820003	Tumor	0.6
CPT0222360003	Tumor	0.6
CPT0237620004	Tumor	0.5
CPT0199710003	Normal	0.5
CPT0246620003	Tumor	0.4
CPT0177010003	Tumor	0.4
CPT0163720003	Normal	0.4
CPT0199700003	Tumor	0.3
CPT0095040003	Tumor	0.3
CPT0163790003	Tumor	0.3
CPT0237480004	Tumor	0.3
CPT0013030003	Normal	0.3
CPT0008630003	Tumor	0.3
CPT0226340003	Tumor	0.3
CPT0281470002	Normal	0.3
CPT0024810003	Tumor	0.3
CPT0245730003	Tumor	0.3
CPT0011320003	Normal	0.2
CPT0194800003	Normal	0.2
CPT0237150003	Normal	0.2
C3N-02693-06	Normal	0.2
CPT0195860003	Tumor	0.2
CPT0194960003	Tumor	0.2
CPT0013250003	Normal	0.2
CPT0013460003	Normal	0.2
CPT0243090003	Tumor	0.2
CPT0195880003	Normal	0.2
CPT0245180003	Tumor	0.2
CPT0163250003	Normal	0.2
CPT0088060004	Tumor	0.2
CPT0163490003	Normal	0.2
CPT0245130003	Tumor	0.2
CPT0278700002	Normal	0.2
CPT0235470002	Normal	0.2
CPT0246540003	Tumor	0.2
CPT0008960003	Normal	0.2
CPT0123260003	Tumor	0.2
CPT0245680003	Tumor	0.2
CPT0226400003	Normal	0.1
CPT0241980004	Tumor	0.1
CPT0169920003	Normal	0.1
CPT0163600003	Tumor	0.1
CPT0013210004	Tumor	0.1
CPT0196210003	Tumor	0.1
CPT0236640003	Normal	0.1
CPT0229220002	Normal	0.1
CPT0123190003	Normal	0.1
CPT0184530003	Tumor	0.1
CPT0248330003	Tumor	0.1
C3N-04276-06	Normal	0.1
CPT0235460003	Tumor	0.1
CPT0169740004	Normal	0.1
CPT0220620003	Normal	0.1
CPT0162890003	Tumor	0.1
CPT0226350003	Normal	0.1
CPT0236870003	Normal	0.1
CPT0177390003	Tumor	0.1
CPT0123280003	Normal	0.1
CPT0245500003	Tumor	0.1
CPT0088410003	Tumor	0.1
CPT0246670003	Tumor	0.1
CPT0245560003	Normal	0.1
CPT0248520003	Tumor	0.1
CPT0226270003	Normal	0.1
CPT0013430003	Tumor	0.1
CPT0223460003	Normal	0.0
CPT0163480003	Tumor	0.0
CPT0169640003	Tumor	0.0
CPT0163240003	Tumor	0.0
CPT0190860003	Normal	0.0
CPT0194790003	Tumor	0.0
CPT0088080003	Normal	0.0
CPT0242000004	Normal	0.0
CPT0248350003	Normal	0.0
CPT0163860003	Normal	0.0
CPT0169890003	Tumor	0.0
CPT0163840003	Tumor	0.0
CPT0196060003	Normal	0.0
CPT0163090003	Tumor	0.0
CPT0088010003	Normal	0.0
CPT0177220003	Normal	0.0
CPT0245020003	Normal	0.0
CPT0163410003	Tumor	0.0
CPT0207870004	Tumor	0.0
CPT0226450003	Normal	0.0
CPT0237640003	Normal	0.0
CPT0245600003	Tumor	0.0
C3N-01758-04	Normal	0.0
CPT0163170003	Normal	0.0
CPT0094280004	Tumor	0.0
CPT0163800003	Normal	0.0
C3N-04279-05	Normal	0.0
CPT0011290003	Tumor	0.0
CPT0245190003	Normal	0.0
CPT0237500003	Normal	0.0
CPT0236620003	Tumor	0.0
CPT0223450003	Tumor	0.0
CPT0243140004	Normal	0.0
CPT0199890003	Normal	0.0
CPT0226390003	Tumor	0.0
CPT0195700003	Normal	0.0
CPT0235920003	Normal	0.0
CPT0194420003	Tumor	0.0
CPT0245010003	Tumor	0.0
CPT0008930003	Tumor	0.0
CPT0194260003	Normal	0.0
CPT0163610003	Normal	0.0
CPT0013000004	Tumor	-0.1
CPT0256560003	Tumor	-0.1
CPT0088430003	Normal	-0.1
CPT0201860004	Normal	-0.1
CPT0094580003	Normal	-0.1
CPT0163430003	Normal	-0.1
CPT0245230004	Tumor	-0.1
CPT0162940003	Tumor	-0.1
CPT0163020003	Normal	-0.1
CPT0237130004	Tumor	-0.1
CPT0094560004	Tumor	-0.1
CPT0084630009	Tumor	-0.1
C3N-01859-04	Normal	-0.1
CPT0163650003	Tumor	-0.1
CPT0261520003	Tumor	-0.1
CPT0194250003	Tumor	-0.1
CPT0245300003	Tumor	-0.1
CPT0084650004	Normal	-0.1
CPT0201830004	Tumor	-0.1
CPT0245410003	Normal	-0.1
CPT0176770003	Tumor	-0.1
CPT0013130003	Tumor	-0.1
C3N-01620-05	Normal	-0.1
CPT0008520008	Tumor	-0.1
CPT0199830003	Normal	-0.1
CPT0226090003	Normal	-0.1
CPT0011130005	Tumor	-0.1
CPT0163340003	Tumor	-0.1
CPT0169730003	Tumor	-0.1
CPT0226440003	Tumor	-0.1
CPT0196040003	Tumor	-0.1
CPT0245460003	Normal	-0.1
CPT0123180003	Tumor	-0.1
CPT0094350004	Tumor	-0.2
C3N-00295-05	Normal	-0.2
CPT0199880003	Tumor	-0.2
CPT0177200003	Tumor	-0.2
CPT0244940004	Tumor	-0.2
CPT0245350003	Tumor	-0.2
C3N-04275-05	Normal	-0.2
CPT0226030003	Tumor	-0.2
CPT0177710003	Tumor	-0.2
CPT0223970003	Tumor	-0.2
CPT0087990003	Tumor	-0.2
CPT0245400003	Tumor	-0.2
CPT0127050003	Tumor	-0.2
CPT0235910003	Tumor	-0.3
CPT0199820003	Tumor	-0.3
CPT0094490004	Tumor	-0.3
CPT0190850003	Tumor	-0.3
CPT0226250004	Tumor	-0.3
CPT0245140003	Normal	-0.3
CPT0222200003	Normal	-0.3
CPT0163530003	Tumor	-0.3
CPT0245630003	Tumor	-0.3
CPT0220610003	Tumor	-0.3
CPT0094420004	Tumor	-0.3
CPT0245550003	Tumor	-0.3
CPT0162990004	Tumor	-0.3
CPT0244890004	Tumor	-0.3
CPT0245450003	Tumor	-0.3
CPT0163160003	Tumor	-0.3
CPT0250310003	Tumor	-0.4
CPT0226130003	Tumor	-0.4
CPT0246590003	Tumor	-0.4
CPT0195680003	Tumor	-0.5
CPT0245060004	Tumor	-0.5
C3N-00857-05	Normal	-0.5
CPT0163910003	Tumor	-0.5
CPT0222180003	Tumor	-0.6
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 HPA040736	Antibody CAB010032
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