Expression of GSTP1 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

GSTP1 is not prognostic in Head and Neck Squamous Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 2816.63

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 pTPM

3288.7

Number of samples

492

Samples

Sample	Description	pTPM
TCGA-CN-5364-01A	55 years, male, white, stage:Stage IVA, dead, 493 days	14472.3
TCGA-CN-6011-01A	57 years, male, white, stage:Stage IVA, alive, 933 days	14264.1
TCGA-UF-A7JS-01A	59 years, male, white, stage:Stage IVA, dead, 680 days	12946.9
TCGA-CV-A6JN-01A	53 years, male, white, stage:'--, alive, 906 days	12638.7
TCGA-CN-5367-01A	60 years, female, white, stage:Stage IVA, dead, 352 days	11349.4
TCGA-CV-7095-01A	87 years, female, stage:Stage II, dead, 572 days	11290.2
TCGA-CV-7247-01A	55 years, male, white, stage:Stage III, dead, 577 days	10302.7
TCGA-CR-6491-01A	60 years, male, black or african american, stage:Stage IVA, alive, 693 days	9941.0
TCGA-CV-A6JM-01A	85 years, male, white, stage:'--, dead, 194 days	9176.6
TCGA-UF-A71B-01A	50 years, male, white, stage:Stage IVA, alive, 1506 days	9074.5
TCGA-CV-5440-01A	52 years, male, white, stage:Stage IVA, alive, 3270 days	9056.1
TCGA-CQ-A4CB-01A	59 years, male, stage:Stage III, alive, 893 days	8945.8
TCGA-CV-7178-01A	64 years, female, white, stage:Stage IVA, dead, 2166 days	8733.5
TCGA-CQ-A4CD-01A	69 years, male, white, stage:Stage IVA, alive, 1022 days	8265.5
TCGA-QK-A6IH-01A	65 years, female, white, stage:Stage IVB, alive, 653 days	8174.0
TCGA-BA-A4II-01A	46 years, male, white, stage:Stage II, alive, 918 days	7974.6
TCGA-P3-A5Q6-01A	49 years, male, white, stage:Stage IVA, dead, 480 days	7901.0
TCGA-CV-5979-01A	26 years, male, white, stage:Stage IVA, alive, 1315 days	7645.4
TCGA-QK-A8ZA-01A	60 years, male, black or african american, stage:'--, dead, 371 days	7609.1
TCGA-CV-7418-01A	62 years, male, black or african american, stage:Stage IVA, dead, 789 days	7255.9
TCGA-IQ-7631-01A	60 years, female, white, stage:Stage II, alive, 1172 days	6890.5
TCGA-UP-A6WW-01A	58 years, male, white, stage:'--, alive, 518 days	6820.5
TCGA-BB-A6UO-01A	61 years, female, white, stage:Stage IVA, dead, 268 days	6548.6
TCGA-CV-6003-01A	50 years, female, white, stage:Stage III, alive, 1665 days	6364.4
TCGA-MT-A51X-01A	30 years, male, white, stage:Stage IVA, alive, 242 days	6350.3
TCGA-CN-A49C-01A	67 years, male, white, stage:'--, alive, 645 days	6253.6
TCGA-H7-8502-01A	50 years, male, white, stage:Stage IVA, alive, 458 days	6203.4
TCGA-CV-7422-01A	60 years, female, white, stage:Stage IVA, dead, 1037 days	6190.0
TCGA-CV-A45X-01A	47 years, male, white, stage:Stage IVA, dead, 198 days	6057.3
TCGA-CN-A63U-01A	50 years, male, white, stage:Stage IVA, alive, 964 days	5644.8
TCGA-D6-A6ES-01A	50 years, male, white, stage:Stage IVA, alive, 389 days	5644.0
TCGA-CQ-A4C6-01A	63 years, male, asian, stage:Stage II, alive, 1353 days	5642.5
TCGA-F7-A61V-01A	54 years, male, white, stage:Stage II, alive, 759 days	5606.2
TCGA-KU-A66T-01A	53 years, female, white, stage:Stage IVA, alive, 552 days	5560.4
TCGA-CV-6940-01A	80 years, female, white, stage:Stage III, dead, 804 days	5533.3
TCGA-CN-5361-01A	80 years, male, white, stage:Stage IVA, dead, 2120 days	5524.0
TCGA-CN-A6V7-01A	40 years, male, white, stage:Stage IVA, alive, 594 days	5480.1
TCGA-F7-A50J-01A	67 years, female, white, stage:Stage III, alive, 947 days	5474.7
TCGA-CN-A49B-01A	71 years, male, white, stage:Stage III, alive, 904 days	5447.4
TCGA-CQ-7065-01A	40 years, male, asian, stage:Stage II, alive, 1628 days	5432.8
TCGA-BA-A6D8-01A	59 years, male, black or african american, stage:Stage IVA, alive, 850 days	5391.3
TCGA-BA-6872-01A	47 years, male, white, stage:'--, dead, 384 days	5293.5
TCGA-CV-6951-01A	57 years, male, white, stage:Stage IVA, dead, 915 days	5263.4
TCGA-IQ-A61I-01A	63 years, male, black or african american, stage:Stage IVA, dead, 2 days	5175.2
TCGA-CN-5365-01A	38 years, male, white, stage:Stage IVB, dead, 351 days	5149.8
TCGA-CR-7369-01A	59 years, male, white, stage:Stage IVA, dead, 1090 days	5147.8
TCGA-UF-A71D-01A	54 years, female, white, stage:Stage IVA, alive, 1461 days	5144.4
TCGA-D6-A4ZB-01A	61 years, male, white, stage:Stage III, alive, 376 days	5138.5
TCGA-UF-A7JF-01A	80 years, male, white, stage:Stage IVA, alive, 1686 days	5138.3
TCGA-CN-6995-01A	78 years, male, white, stage:Stage IVA, dead, 112 days	5115.1
TCGA-CV-7423-01A	65 years, male, white, stage:Stage II, dead, 3059 days	5094.1
TCGA-BA-A6DG-01A	49 years, male, white, stage:'--, dead, 69 days	5073.6
TCGA-P3-A6T5-01A	79 years, female, white, stage:Stage IVA, dead, 882 days	5015.4
TCGA-D6-6517-01A	59 years, male, white, stage:Stage III, alive, 292 days	4997.4
TCGA-CV-6945-01A	41 years, male, white, stage:Stage IVA, dead, 366 days	4947.3
TCGA-CR-7377-01A	58 years, male, white, stage:Stage IVA, dead, 279 days	4935.7
TCGA-CQ-A4CI-01A	73 years, male, white, stage:Stage III, alive, 950 days	4932.3
TCGA-CV-7432-01A	79 years, male, white, stage:Stage II, dead, 2570 days	4881.1
TCGA-TN-A7HJ-01A	51 years, male, white, stage:Stage IVA, alive, 403 days	4867.2
TCGA-T2-A6WZ-01A	53 years, male, white, stage:'--, dead, 484 days	4797.5
TCGA-F7-A622-01A	75 years, male, white, stage:Stage III, dead, 359 days	4781.6
TCGA-CV-7245-01A	62 years, male, white, stage:Stage IVA, alive, 797 days	4757.3
TCGA-CV-6933-01A	53 years, male, white, stage:Stage III, dead, 2741 days	4752.4
TCGA-QK-A6IG-01A	69 years, male, white, stage:Stage III, dead, 222 days	4742.9
TCGA-IQ-A61G-01A	57 years, male, white, stage:Stage IVA, alive, 360 days	4736.0
TCGA-BA-7269-01A	61 years, male, white, stage:Stage III, alive, 1273 days	4716.6
TCGA-CV-A45Q-01A	69 years, female, white, stage:'--, dead, 5152 days	4709.9
TCGA-BA-5555-01A	54 years, male, black or african american, stage:Stage IVA, alive, 520 days	4666.2
TCGA-CV-5976-01A	50 years, male, white, stage:Stage IVA, alive, 1478 days	4649.5
TCGA-BA-6869-01A	62 years, male, white, stage:Stage III, alive, 644 days	4555.5
TCGA-CV-A6JU-01A	61 years, female, white, stage:Stage IVB, alive, 110 days	4532.6
TCGA-BA-A6DD-01A	44 years, male, black or african american, stage:Stage IVA, dead, 173 days	4528.0
TCGA-BA-5558-01A	65 years, male, white, stage:'--, alive, 1995 days	4525.0
TCGA-CV-A45U-01A	59 years, male, white, stage:Stage IVA, dead, 1079 days	4524.7
TCGA-F7-A50I-01A	72 years, male, white, stage:Stage IVA, alive, 92 days	4515.3
TCGA-CR-6493-01A	69 years, male, black or african american, stage:Stage IVA, dead, 282 days	4508.9
TCGA-CR-7383-01A	79 years, female, white, stage:Stage I, dead, 521 days	4501.2
TCGA-IQ-7632-01A	68 years, female, white, stage:Stage IVA, alive, 441 days	4500.6
TCGA-CV-A6K1-01A	65 years, male, white, stage:Stage IVA, alive, 685 days	4458.6
TCGA-P3-A6T7-01A	55 years, male, white, stage:Stage IVA, dead, 487 days	4413.4
TCGA-CN-A642-01A	57 years, male, white, stage:Stage IVB, dead, 82 days	4408.2
TCGA-BB-A6UM-01A	52 years, male, white, stage:Stage III, alive, 393 days	4361.8
TCGA-KU-A6H7-01A	55 years, female, white, stage:Stage IVA, alive, 586 days	4359.1
TCGA-UF-A71E-01A	63 years, male, white, stage:Stage IVA, dead, 1504 days	4356.1
TCGA-T2-A6X0-01A	49 years, male, white, stage:'--, alive, 216 days	4352.2
TCGA-P3-A6SX-01A	67 years, male, white, stage:Stage III, dead, 1430 days	4311.4
TCGA-CV-7414-01A	78 years, male, white, stage:Stage IVA, dead, 14 days	4305.8
TCGA-D6-A6EQ-01A	57 years, male, white, stage:Stage IVA, alive, 368 days	4277.1
TCGA-CV-6936-01A	68 years, male, white, stage:Stage IVA, dead, 166 days	4263.2
TCGA-HD-A6I0-01A	56 years, male, white, stage:Stage IVA, alive, 210 days	4263.1
TCGA-DQ-5631-01A	52 years, male, white, stage:'--, dead, 548 days	4224.1
TCGA-CN-4741-01A	75 years, male, white, stage:Stage IVA, alive, 2239 days	4213.0
TCGA-UF-A718-01A	62 years, male, white, stage:Stage IVA, alive, 1971 days	4207.1
TCGA-CN-6020-01A	58 years, male, black or african american, stage:Stage III, dead, 205 days	4196.0
TCGA-CR-5247-01A	48 years, male, black or african american, stage:'--, alive, 358 days	4156.6
TCGA-DQ-7588-01A	66 years, male, white, stage:'--, dead, 427 days	4155.9
TCGA-BA-4074-01A	69 years, male, white, stage:Stage IVA, dead, 462 days	4123.0
TCGA-CV-6960-01A	49 years, male, black or african american, stage:Stage III, dead, 862 days	4113.0
TCGA-CQ-A4CG-01A	78 years, female, white, stage:Stage III, dead, 430 days	4077.8
TCGA-CV-7407-01A	67 years, female, white, stage:Stage II, dead, 1081 days	4070.2
TCGA-BA-A6DL-01A	59 years, male, white, stage:'--, alive, 623 days	4070.0
TCGA-CV-7177-01A	82 years, female, white, stage:Stage II, dead, 663 days	4069.4
TCGA-UF-A7JO-01A	79 years, female, white, stage:Stage IVA, dead, 631 days	4042.6
TCGA-CV-5966-01A	63 years, female, white, stage:Stage IVA, dead, 545 days	4034.2
TCGA-CV-7102-01A	76 years, female, white, stage:Stage IVA, dead, 56 days	4031.6
TCGA-CQ-5324-01A	59 years, male, white, stage:Stage III, alive, 1593 days	4024.7
TCGA-CN-5370-01A	78 years, male, white, stage:Stage III, dead, 259 days	3997.7
TCGA-CN-6992-01A	61 years, male, white, stage:Stage IVA, alive, 1066 days	3974.9
TCGA-P3-A6T0-01A	47 years, female, white, stage:Stage IVA, alive, 578 days	3965.0
TCGA-QK-A6IJ-01A	71 years, male, white, stage:Stage III, alive, 387 days	3963.0
TCGA-C9-A47Z-01A	72 years, female, asian, stage:Stage III, dead, 191 days	3961.6
TCGA-CR-6480-01A	53 years, male, white, stage:'--, alive, 362 days	3955.0
TCGA-CV-A6JZ-01A	68 years, male, white, stage:Stage II, alive, 714 days	3947.2
TCGA-CR-7385-01A	42 years, male, white, stage:'--, alive, 997 days	3940.8
TCGA-DQ-5629-01A	64 years, male, white, stage:'--, dead, 941 days	3939.8
TCGA-CN-4734-01A	70 years, male, white, stage:Stage II, alive, 1690 days	3927.6
TCGA-D6-A4Z9-01A	59 years, male, white, stage:Stage IVA, alive, 539 days	3926.6
TCGA-MZ-A6I9-01A	68 years, male, white, stage:'--, dead, 489 days	3924.7
TCGA-CQ-5326-01A	67 years, male, white, stage:Stage IVA, dead, 89 days	3921.1
TCGA-D6-6825-01A	73 years, male, white, stage:Stage I, alive, 491 days	3920.9
TCGA-P3-A6T3-01A	49 years, male, white, stage:Stage IVA, dead, 577 days	3915.9
TCGA-CQ-6227-01A	77 years, male, white, stage:Stage IVA, dead, 129 days	3902.9
TCGA-CV-6961-01A	61 years, male, white, stage:Stage II, dead, 76 days	3901.9
TCGA-HD-7753-01A	62 years, male, black or african american, stage:Stage I, alive, 866 days	3879.0
TCGA-CN-6988-01A	47 years, male, white, stage:Stage IVA, alive, 318 days	3878.2
TCGA-BA-A6DE-01A	70 years, female, white, stage:Stage II, alive, 440 days	3877.3
TCGA-CN-4727-01A	56 years, male, white, stage:Stage IVA, alive, 1560 days	3872.8
TCGA-CN-4731-01A	63 years, female, white, stage:Stage IVA, dead, 998 days	3871.4
TCGA-BA-6870-01A	60 years, female, black or african american, stage:'--, dead, 451 days	3865.1
TCGA-D6-A6EO-01A	44 years, male, white, stage:Stage IVA, alive, 759 days	3856.9
TCGA-IQ-7630-01A	49 years, male, white, stage:Stage II, alive, 485 days	3836.0
TCGA-CQ-5334-01A	87 years, male, white, stage:Stage IVA, dead, 129 days	3821.5
TCGA-CV-7433-01A	49 years, male, white, stage:Stage IVA, dead, 601 days	3815.4
TCGA-BA-A6DA-01A	41 years, female, white, stage:Stage IVA, alive, 351 days	3795.8
TCGA-BA-5556-01A	58 years, female, white, stage:Stage II, alive, 725 days	3772.5
TCGA-CQ-5323-01A	82 years, male, white, stage:Stage I, alive, 1466 days	3768.4
TCGA-HD-7832-01A	52 years, male, white, stage:Stage IVA, alive, 836 days	3765.1
TCGA-D6-A6EK-01A	67 years, male, white, stage:Stage III, alive, 875 days	3759.4
TCGA-CV-7430-01A	56 years, male, white, stage:Stage IVA, dead, 495 days	3746.6
TCGA-CQ-A4C9-01A	56 years, male, stage:Stage III, alive, 707 days	3734.6
TCGA-CN-6010-01A	53 years, male, white, stage:Stage IVA, alive, 1523 days	3704.3
TCGA-CV-6433-01A	57 years, male, white, stage:Stage II, alive, 641 days	3697.0
TCGA-CQ-5327-01A	61 years, female, asian, stage:Stage IVA, alive, 1660 days	3691.2
TCGA-CV-A463-01A	82 years, female, white, stage:Stage IVA, dead, 23 days	3685.2
TCGA-CR-6488-01A	68 years, female, white, stage:Stage II, alive, 379 days	3677.6
TCGA-CQ-6228-01A	71 years, female, white, stage:Stage IVA, dead, 456 days	3662.0
TCGA-CV-7100-01A	66 years, male, white, stage:Stage III, dead, 274 days	3659.0
TCGA-CV-5436-01A	65 years, male, stage:Stage IVA, dead, 584 days	3658.6
TCGA-QK-A8Z8-01A	60 years, female, black or african american, stage:Stage IVC, dead, 171 days	3654.3
TCGA-CV-7416-01A	29 years, female, white, stage:Stage IVA, dead, 763 days	3648.3
TCGA-CQ-7069-01A	77 years, female, white, stage:Stage II, alive, 1274 days	3645.1
TCGA-D6-6516-01A	69 years, male, white, stage:Stage I, alive, 773 days	3639.4
TCGA-CR-7404-01A	53 years, male, white, stage:'--, alive, 1472 days	3638.1
TCGA-CV-7248-01A	63 years, female, black or african american, stage:Stage IVA, dead, 521 days	3635.6
TCGA-DQ-5625-01A	52 years, female, white, stage:'--, dead, 1133 days	3629.0
TCGA-CV-A6JT-01A	65 years, male, white, stage:Stage II, alive, 852 days	3608.7
TCGA-QK-A6II-01A	52 years, male, white, stage:Stage IVA, dead, 284 days	3605.4
TCGA-BB-8601-01A	84 years, male, black or african american, stage:Stage III, alive, 624 days	3590.1
TCGA-HL-7533-01A	65 years, male, white, stage:'--, alive, 1057 days	3583.4
TCGA-BB-A5HU-01A	47 years, male, white, stage:Stage IVA, alive, 782 days	3579.1
TCGA-CQ-5329-01A	46 years, female, white, stage:Stage II, alive, 2143 days	3558.1
TCGA-CQ-6223-01A	69 years, male, white, stage:Stage II, alive, 1428 days	3556.5
TCGA-CV-A45W-01A	75 years, male, white, stage:Stage II, dead, 1398 days	3525.4
TCGA-CV-6962-01A	65 years, male, white, stage:Stage IVA, dead, 126 days	3501.7
TCGA-IQ-A6SH-01A	55 years, male, black or african american, stage:Stage III, alive, 471 days	3501.6
TCGA-CV-7255-01A	32 years, female, white, stage:Stage IVA, dead, 64 days	3487.6
TCGA-CN-A6UY-01A	57 years, male, white, stage:Stage IVA, alive, 713 days	3484.5
TCGA-CV-7261-01A	57 years, male, white, stage:Stage IVA, alive, 1512 days	3478.2
TCGA-CV-A6K2-01A	79 years, male, white, stage:Stage IVA, dead, 317 days	3477.4
TCGA-P3-A6T8-01A	54 years, male, white, stage:Stage IVA, alive, 400 days	3471.7
TCGA-CN-4739-01A	71 years, male, white, stage:Stage IVA, dead, 1394 days	3470.9
TCGA-CV-7415-01A	60 years, male, white, stage:Stage IVA, dead, 695 days	3470.1
TCGA-CQ-5333-01A	74 years, male, white, stage:Stage II, dead, 341 days	3445.5
TCGA-UF-A7JT-01A	72 years, female, white, stage:Stage IVA, dead, 993 days	3436.5
TCGA-CV-6935-01A	67 years, male, white, stage:Stage IVA, dead, 295 days	3422.5
TCGA-CN-4725-01A	60 years, male, white, stage:Stage II, alive, 1157 days	3386.7
TCGA-IQ-A61J-01A	54 years, male, white, stage:Stage IVA, alive, 1021 days	3379.9
TCGA-CV-7434-01A	64 years, male, white, stage:Stage IVA, dead, 218 days	3377.6
TCGA-CV-5439-01A	62 years, male, white, stage:Stage IVA, dead, 546 days	3366.6
TCGA-UF-A719-01A	54 years, male, stage:Stage II, alive, 1663 days	3365.8
TCGA-BA-A4IG-01A	77 years, male, white, stage:'--, alive, 855 days	3355.5
TCGA-D6-8568-01A	62 years, male, white, stage:Stage II, alive, 759 days	3341.2
TCGA-T3-A92M-01A	52 years, male, black or african american, stage:Stage IVA, alive, 417 days	3335.4
TCGA-CN-6997-01A	66 years, male, white, stage:Stage IVA, dead, 988 days	3330.1
TCGA-CQ-5332-01A	87 years, male, white, stage:Stage III, dead, 317 days	3329.5
TCGA-BA-5152-01A	56 years, male, white, stage:Stage IVA, alive, 1288 days	3318.7
TCGA-CV-5970-01A	59 years, male, white, stage:Stage IVA, dead, 406 days	3311.9
TCGA-CN-A498-01A	61 years, female, white, stage:Stage III, dead, 773 days	3289.7
TCGA-IQ-A61E-01A	55 years, female, white, stage:Stage III, alive, 1147 days	3286.4
TCGA-DQ-5624-01A	43 years, female, white, stage:'--, alive, 1778 days	3284.0
TCGA-BA-4075-01A	49 years, male, black or african american, stage:Stage III, dead, 283 days	3277.8
TCGA-CR-6478-01A	66 years, female, white, stage:'--, dead, 183 days	3270.8
TCGA-CN-4742-01A	48 years, female, white, stage:Stage IVA, dead, 397 days	3260.2
TCGA-CN-4730-01A	62 years, male, white, stage:Stage IVA, alive, 817 days	3247.5
TCGA-T2-A6WX-01A	73 years, female, white, stage:'--, dead, 209 days	3240.5
TCGA-CN-5374-01A	56 years, female, white, stage:Stage IVA, dead, 1732 days	3223.2
TCGA-P3-A6T6-01A	53 years, male, white, stage:Stage IVA, dead, 395 days	3212.1
TCGA-P3-A5Q5-01A	54 years, male, white, stage:Stage IVA, alive, 910 days	3210.7
TCGA-CR-7372-01A	45 years, male, white, stage:Stage I, alive, 759 days	3210.0
TCGA-MT-A51W-01A	52 years, female, white, stage:Stage I, alive, 437 days	3203.3
TCGA-CV-7180-01A	34 years, male, white, stage:Stage II, dead, 327 days	3176.8
TCGA-QK-AA3J-01A	69 years, male, black or african american, stage:Stage I, alive, 466 days	3174.8
TCGA-CV-7099-01A	85 years, female, white, stage:Stage II, dead, 243 days	3160.1
TCGA-CV-7411-01A	64 years, female, white, stage:Stage IVA, dead, 2717 days	3146.3
TCGA-CR-6477-01A	56 years, female, white, stage:'--, alive, 514 days	3144.5
TCGA-MT-A67A-01A	85 years, female, white, stage:Stage I, alive, 914 days	3140.3
TCGA-UF-A7JK-01A	59 years, male, stage:Stage IVA, dead, 424 days	3133.9
TCGA-BA-A8YP-01A	50 years, male, black or african american, stage:Stage IVB, alive, 499 days	3128.8
TCGA-D6-A6EP-01A	62 years, male, white, stage:Stage III, alive, 424 days	3126.4
TCGA-CR-7365-01A	60 years, male, white, stage:Stage IVA, alive, 1191 days	3124.5
TCGA-T2-A6X2-01A	82 years, male, white, stage:Stage III, alive, 987 days	3124.3
TCGA-CN-5366-01A	51 years, male, white, stage:Stage IVA, dead, 360 days	3115.5
TCGA-CN-4737-01A	19 years, male, white, stage:Stage IVA, alive, 625 days	3111.1
TCGA-HD-A4C1-01A	41 years, female, black or african american, stage:Stage IVA, alive, 11 days	3095.2
TCGA-P3-A6SW-01A	50 years, male, white, stage:Stage IVB, alive, 1120 days	3092.9
TCGA-CN-6021-01A	63 years, female, white, stage:'--, dead, 276 days	3087.5
TCGA-CV-A6JE-01A	78 years, male, white, stage:'--, alive, 1075 days	3086.4
TCGA-HD-A633-01A	74 years, male, white, stage:Stage IVA, alive, 421 days	3086.2
TCGA-CR-7368-01A	54 years, male, white, stage:Stage IVA, alive, 1245 days	3076.8
TCGA-P3-A6T2-01A	45 years, male, white, stage:Stage IVA, alive, 2298 days	3075.6
TCGA-UF-A7JC-01A	42 years, male, white, stage:Stage IVA, dead, 546 days	3063.1
TCGA-CV-A45R-01A	46 years, male, white, stage:Stage III, alive, 5480 days	3060.7
TCGA-QK-A64Z-01A	79 years, female, white, stage:Stage IVA, dead, 641 days	3047.0
TCGA-CQ-6225-01A	65 years, male, white, stage:Stage III, dead, 403 days	3045.3
TCGA-CR-6474-01A	51 years, male, white, stage:Stage IVA, dead, 564 days	3034.4
TCGA-CV-A461-01A	65 years, male, white, stage:'--, dead, 2064 days	3023.4
TCGA-CV-7236-01A	77 years, female, white, stage:Stage IVA, dead, 144 days	3019.0
TCGA-CX-7082-01A	82 years, male, white, stage:Stage IVA, dead, 11 days	3016.3
TCGA-CV-5432-01A	68 years, male, white, stage:Stage III, alive, 3930 days	3013.6
TCGA-CN-A6V6-01A	59 years, male, white, stage:Stage IVA, alive, 635 days	3012.4
TCGA-IQ-A61H-01A	76 years, male, white, stage:Stage II, alive, 1138 days	3008.3
TCGA-CN-5355-01A	64 years, male, black or african american, stage:Stage IVA, alive, 1278 days	3007.6
TCGA-MZ-A7D7-01A	51 years, male, white, stage:Stage IVA, alive, 547 days	2999.5
TCGA-CR-6471-01A	58 years, male, white, stage:Stage IVA, dead, 1202 days	2995.6
TCGA-F7-A61S-01A	62 years, male, white, stage:Stage III, alive, 576 days	2993.4
TCGA-CQ-6219-01A	50 years, female, white, stage:Stage IVA, dead, 479 days	2987.3
TCGA-CN-A497-01A	63 years, male, stage:Stage III, alive, 1065 days	2983.5
TCGA-CQ-6220-01A	69 years, male, white, stage:Stage III, dead, 985 days	2974.5
TCGA-CR-7390-01A	67 years, male, white, stage:Stage IVA, alive, 1508 days	2962.5
TCGA-CV-7242-01A	60 years, female, white, stage:Stage II, alive, 1095 days	2955.7
TCGA-CV-A464-01A	48 years, male, white, stage:Stage III, alive, 1722 days	2954.4
TCGA-CV-5978-01A	53 years, female, black or african american, stage:Stage IVB, dead, 215 days	2953.8
TCGA-CR-7370-01A	72 years, female, white, stage:'--, alive, 105 days	2948.0
TCGA-CV-7252-01A	62 years, female, black or african american, stage:Stage IVA, dead, 151 days	2946.1
TCGA-D6-6823-01A	50 years, male, white, stage:Stage II, alive, 701 days	2939.8
TCGA-P3-A6T4-01A	54 years, male, white, stage:Stage IVA, dead, 62 days	2905.5
TCGA-BA-4076-01A	39 years, male, white, stage:'--, dead, 415 days	2904.1
TCGA-CN-4740-01A	79 years, female, white, stage:Stage IVA, dead, 839 days	2901.8
TCGA-CV-7428-01A	47 years, male, white, stage:Stage IVA, dead, 1671 days	2900.3
TCGA-F7-A50G-01A	66 years, male, white, stage:Stage III, alive, 616 days	2894.9
TCGA-CV-7253-01A	58 years, male, black or african american, stage:Stage IVA, dead, 361 days	2891.8
TCGA-CV-A465-01A	24 years, male, white, stage:Stage III, dead, 215 days	2878.9
TCGA-H7-7774-01A	75 years, female, white, stage:Stage IVA, alive, 407 days	2872.9
TCGA-CN-4738-01A	53 years, male, white, stage:Stage IVA, dead, 436 days	2864.8
TCGA-CQ-6229-01A	61 years, male, white, stage:Stage II, alive, 1179 days	2861.9
TCGA-TN-A7HL-01A	59 years, male, white, stage:Stage IVA, alive, 619 days	2855.8
TCGA-BA-A4IF-01A	59 years, male, white, stage:'--, alive, 895 days	2855.7
TCGA-CR-7380-01A	58 years, male, white, stage:Stage IVB, dead, 606 days	2853.8
TCGA-D6-A74Q-01A	67 years, male, white, stage:Stage IVA, alive, 710 days	2837.0
TCGA-D6-A6EM-01A	65 years, female, white, stage:Stage III, alive, 232 days	2832.7
TCGA-CV-6948-01A	79 years, female, white, stage:Stage IVB, dead, 1289 days	2827.4
TCGA-CV-5435-01A	57 years, male, white, stage:Stage IVA, dead, 2319 days	2826.0
TCGA-CN-4726-01A	68 years, male, white, stage:Stage IVA, dead, 142 days	2824.6
TCGA-CV-7089-01A	74 years, male, white, stage:Stage IVA, dead, 1972 days	2823.8
TCGA-CN-6013-01A	56 years, male, white, stage:Stage IVA, dead, 727 days	2816.6
TCGA-CN-5373-01A	55 years, female, white, stage:Stage I, alive, 1584 days	2809.8
TCGA-CV-7090-01A	39 years, male, white, stage:Stage II, alive, 5252 days	2804.1
TCGA-CV-A6JY-01A	69 years, male, white, stage:Stage IVA, alive, 646 days	2798.9
TCGA-HD-7754-01A	69 years, male, white, stage:Stage IVA, alive, 783 days	2795.3
TCGA-F7-A61W-01A	51 years, male, asian, stage:Stage IVA, alive, 14 days	2779.3
TCGA-CV-7424-01A	67 years, male, asian, stage:Stage IVA, dead, 453 days	2770.5
TCGA-CV-6934-01A	66 years, female, white, stage:Stage IVA, dead, 65 days	2769.4
TCGA-F7-A623-01A	70 years, male, white, stage:Stage IVA, alive, 616 days	2767.4
TCGA-CQ-6218-01A	52 years, female, white, stage:Stage IVA, alive, 1253 days	2762.0
TCGA-CN-A63W-01A	48 years, female, white, stage:Stage IVA, dead, 377 days	2747.2
TCGA-CV-7235-01A	67 years, male, white, stage:Stage II, alive, 2347 days	2746.5
TCGA-CV-7091-01A	54 years, male, white, stage:Stage I, alive, 3381 days	2734.7
TCGA-CN-A63T-01A	60 years, male, white, stage:Stage IVA, alive, 225 days	2723.6
TCGA-BA-A6DI-01A	62 years, male, black or african american, stage:'--, dead, 336 days	2707.7
TCGA-DQ-5630-01A	73 years, male, white, stage:'--, alive, 1030 days	2707.6
TCGA-T3-A92N-01A	79 years, male, black or african american, stage:Stage IVA, dead, 95 days	2699.6
TCGA-F7-A620-01A	47 years, male, white, stage:Stage III, alive, 543 days	2695.3
TCGA-CR-6492-01A	78 years, male, white, stage:Stage III, alive, 479 days	2691.4
TCGA-CN-A499-01A	60 years, female, white, stage:Stage II, alive, 717 days	2689.4
TCGA-CR-7373-01A	66 years, male, white, stage:Stage IVA, alive, 889 days	2688.7
TCGA-IQ-A6SG-01A	61 years, female, white, stage:Stage III, alive, 579 days	2684.8
TCGA-4P-AA8J-01A	66 years, male, black or african american, stage:Stage IVA, alive, 102 days	2680.1
TCGA-CN-4722-01A	61 years, female, white, stage:Stage II, alive, 1483 days	2676.1
TCGA-BA-6873-01A	28 years, male, white, stage:Stage IVA, alive, 122 days	2674.2
TCGA-CQ-A4CH-01A	58 years, male, asian, stage:Stage II, dead, 379 days	2666.3
TCGA-D6-A6EN-01A	71 years, male, white, stage:Stage III, alive, 687 days	2658.1
TCGA-CV-7406-01A	49 years, male, white, stage:Stage II, dead, 1748 days	2653.7
TCGA-D6-8569-01A	52 years, male, white, stage:Stage II, alive, 770 days	2646.2
TCGA-CN-4729-01A	73 years, male, white, stage:Stage III, alive, 392 days	2645.8
TCGA-CR-7386-01A	69 years, male, white, stage:Stage IVA, alive, 1430 days	2638.6
TCGA-CV-7429-01A	55 years, male, white, stage:Stage IVA, dead, 107 days	2634.6
TCGA-CV-6952-01A	65 years, female, white, stage:Stage IVA, dead, 185 days	2628.4
TCGA-CQ-7063-01A	59 years, female, white, stage:Stage I, alive, 2133 days	2611.7
TCGA-CN-6019-01A	61 years, male, white, stage:Stage IVA, alive, 1038 days	2611.5
TCGA-CQ-A4CE-01A	76 years, female, stage:Stage II, alive, 897 days	2599.3
TCGA-CX-7219-01A	47 years, male, black or african american, stage:Stage IVA, alive, 1045 days	2593.5
TCGA-CX-A4AQ-01A	56 years, male, white, stage:Stage IVA, alive, 1555 days	2590.9
TCGA-CV-5441-01A	58 years, male, white, stage:Stage IVA, alive, 2886 days	2588.8
TCGA-CQ-A4C7-01A	88 years, male, white, stage:Stage III, dead, 353 days	2586.7
TCGA-CV-5444-01A	64 years, male, black or african american, stage:Stage IVA, alive, 2437 days	2585.5
TCGA-CV-6436-01A	62 years, male, white, stage:Stage IVA, alive, 1899 days	2582.9
TCGA-CV-A45P-01A	82 years, female, white, stage:Stage I, alive, 639 days	2581.1
TCGA-CQ-5330-01A	69 years, female, white, stage:Stage IVA, alive, 1897 days	2580.3
TCGA-HD-8634-01A	51 years, female, white, stage:Stage I, dead, 385 days	2575.7
TCGA-BA-4078-01A	83 years, male, white, stage:'--, dead, 276 days	2573.5
TCGA-F7-8489-01A	48 years, male, white, stage:Stage II, alive, 658 days	2572.3
TCGA-QK-A6VB-01A	66 years, male, white, stage:Stage IVA, alive, 641 days	2566.8
TCGA-CV-7103-01A	49 years, male, white, stage:Stage IVA, dead, 1591 days	2566.4
TCGA-CN-A641-01A	47 years, male, white, stage:Stage IVA, alive, 367 days	2565.3
TCGA-CN-4723-01A	67 years, male, white, stage:Stage IVA, alive, 1699 days	2563.7
TCGA-HD-8314-01A	58 years, male, white, stage:Stage III, alive, 670 days	2554.2
TCGA-RS-A6TP-01A	58 years, male, white, stage:Stage II, alive, 516 days	2553.6
TCGA-CV-6955-01A	74 years, female, white, stage:Stage II, dead, 334 days	2547.2
TCGA-HD-7229-01A	60 years, male, white, stage:Stage IVA, alive, 1027 days	2543.7
TCGA-BB-4224-01A	52 years, male, white, stage:Stage IVA, alive, 278 days	2537.1
TCGA-CV-A45V-01A	87 years, female, white, stage:Stage IVA, dead, 32 days	2535.0
TCGA-HD-8224-01A	63 years, male, white, stage:Stage IVA, dead, 446 days	2501.5
TCGA-CV-6953-01A	80 years, female, white, stage:Stage III, dead, 1641 days	2500.5
TCGA-CV-7250-01A	64 years, male, white, stage:Stage IVA, dead, 2900 days	2496.0
TCGA-CN-6023-01A	73 years, male, white, stage:Stage IVA, alive, 1584 days	2481.7
TCGA-CV-7183-01A	53 years, male, white, stage:Stage II, alive, 3981 days	2480.9
TCGA-HD-8635-01A	61 years, female, white, stage:Stage III, alive, 695 days	2479.6
TCGA-MT-A67D-01A	55 years, male, white, stage:Stage II, alive, 56 days	2477.8
TCGA-CN-6994-01A	67 years, male, white, stage:Stage IVA, alive, 1183 days	2476.7
TCGA-CV-5430-01A	61 years, male, white, stage:Stage IVA, alive, 4241 days	2474.9
TCGA-CV-A45Z-01A	75 years, male, white, stage:'--, dead, 1466 days	2463.0
TCGA-CV-6959-01A	48 years, male, white, stage:Stage III, dead, 256 days	2445.1
TCGA-CN-6012-01A	66 years, male, white, stage:Stage IVA, alive, 1460 days	2441.2
TCGA-CR-7388-01A	70 years, female, white, stage:'--, dead, 823 days	2420.6
TCGA-CN-A49A-01A	60 years, male, white, stage:Stage IVB, dead, 526 days	2419.1
TCGA-BA-A6DJ-01A	62 years, male, asian, stage:Stage IVA, dead, 407 days	2415.5
TCGA-CN-5363-01A	48 years, male, black or african american, stage:Stage IVB, dead, 253 days	2410.3
TCGA-CV-7238-01A	69 years, female, white, stage:Stage II, alive, 2727 days	2402.8
TCGA-CR-7401-01A	64 years, male, white, stage:Stage I, alive, 1077 days	2400.6
TCGA-CN-A6V3-01A	61 years, male, white, stage:Stage IVA, alive, 742 days	2390.7
TCGA-CX-7086-01A	53 years, male, black or african american, stage:Stage III, alive, 573 days	2374.0
TCGA-CV-7413-01A	74 years, female, white, stage:Stage II, dead, 294 days	2368.7
TCGA-CR-7379-01A	78 years, female, white, stage:Stage IVA, alive, 1036 days	2364.3
TCGA-CV-7437-01A	77 years, male, stage:Stage II, dead, 506 days	2358.4
TCGA-UF-A7JV-01A	62 years, female, white, stage:Stage IVA, dead, 90 days	2350.9
TCGA-WA-A7H4-01A	69 years, male, white, stage:Stage II, alive, 443 days	2337.8
TCGA-CN-5356-01A	56 years, male, white, stage:Stage III, alive, 1409 days	2331.8
TCGA-CR-7398-01A	53 years, female, white, stage:Stage II, alive, 156 days	2315.4
TCGA-CV-7101-01A	80 years, male, white, stage:Stage II, dead, 160 days	2311.0
TCGA-QK-A652-01A	60 years, male, white, stage:Stage III, alive, 645 days	2307.4
TCGA-F7-8298-01A	58 years, male, white, stage:Stage I, alive, 995 days	2300.9
TCGA-BB-4228-01A	50 years, male, white, stage:Stage III, alive, 559 days	2298.3
TCGA-CN-6024-01A	66 years, male, white, stage:Stage IVA, dead, 337 days	2297.4
TCGA-CN-5369-01A	90 years, female, white, stage:Stage IVA, dead, 1 days	2289.9
TCGA-CV-A468-01A	42 years, male, stage:Stage IVA, dead, 464 days	2284.2
TCGA-UF-A71A-01A	67 years, male, white, stage:Stage IVA, dead, 86 days	2278.9
TCGA-CR-7374-01A	67 years, female, white, stage:'--, alive, 30 days	2266.3
TCGA-CR-5248-01A	53 years, male, white, stage:'--, alive, 1663 days	2255.0
TCGA-MT-A67F-01A	60 years, female, white, stage:Stage IVA, alive, 384 days	2243.4
TCGA-CV-7427-01A	73 years, female, white, stage:Stage II, dead, 4760 days	2235.0
TCGA-CV-6441-01A	60 years, male, white, stage:Stage III, dead, 292 days	2231.5
TCGA-CN-6996-01A	58 years, female, white, stage:Stage IVA, dead, 530 days	2219.5
TCGA-QK-A8Z7-01A	59 years, male, black or african american, stage:Stage IVA, alive, 392 days	2216.0
TCGA-CN-6998-01A	53 years, male, white, stage:Stage IVA, dead, 357 days	2203.9
TCGA-CV-7425-01A	77 years, female, white, stage:Stage III, dead, 1718 days	2203.6
TCGA-H7-A6C4-01A	35 years, female, white, stage:Stage IVA, dead, 414 days	2201.2
TCGA-CR-7395-01A	80 years, female, white, stage:Stage II, alive, 930 days	2197.5
TCGA-CR-5243-01A	51 years, male, white, stage:'--, alive, 2562 days	2196.7
TCGA-CV-A6JD-01A	82 years, female, white, stage:'--, dead, 182 days	2196.5
TCGA-CN-6989-01A	64 years, male, white, stage:Stage IVA, dead, 980 days	2195.4
TCGA-P3-A5QF-01A	49 years, male, white, stage:Stage IVA, dead, 330 days	2174.6
TCGA-UF-A7J9-01A	75 years, male, white, stage:Stage IVA, alive, 1358 days	2170.8
TCGA-CV-6950-01A	64 years, male, white, stage:Stage IVA, dead, 459 days	2165.5
TCGA-P3-A5QA-01A	41 years, male, stage:Stage I, alive, 2182 days	2160.6
TCGA-CR-7371-01A	45 years, female, white, stage:Stage III, dead, 94 days	2154.4
TCGA-BB-4217-01A	68 years, male, black or african american, stage:Stage IVA, alive, 187 days	2130.1
TCGA-CQ-5325-01A	65 years, male, white, stage:Stage I, dead, 654 days	2126.7
TCGA-QK-A6V9-01A	56 years, male, white, stage:Stage II, alive, 833 days	2108.4
TCGA-CR-6484-01A	67 years, female, asian, stage:Stage IVA, alive, 354 days	2100.7
TCGA-CV-7421-01A	76 years, male, white, stage:Stage IVA, dead, 2 days	2098.3
TCGA-CR-6473-01A	68 years, male, white, stage:'--, alive, 1125 days	2090.4
TCGA-WA-A7GZ-01A	58 years, male, white, stage:'--, dead, 625 days	2089.9
TCGA-BA-A6DB-01A	24 years, female, white, stage:Stage I, alive, 216 days	2065.0
TCGA-CV-7438-01A	87 years, female, white, stage:Stage I, dead, 194 days	2054.6
TCGA-CR-6472-01A	59 years, male, white, stage:'--, alive, 1050 days	2053.6
TCGA-CV-6938-01A	87 years, male, white, stage:Stage II, dead, 144 days	2042.8
TCGA-CV-7568-01A	48 years, female, white, stage:Stage IVA, dead, 927 days	2040.9
TCGA-CQ-6224-01A	52 years, male, white, stage:Stage IVA, alive, 1721 days	2029.4
TCGA-CR-7364-01A	66 years, male, white, stage:Stage III, alive, 1435 days	2019.9
TCGA-CQ-7071-01A	76 years, female, white, stage:Stage III, alive, 1311 days	2012.7
TCGA-CV-5977-01A	66 years, male, white, stage:Stage IVA, alive, 1840 days	2010.4
TCGA-CV-5434-01A	60 years, male, black or african american, stage:Stage IVA, dead, 3314 days	1998.8
TCGA-C9-A480-01A	45 years, female, asian, stage:Stage III, alive, 386 days	1989.4
TCGA-BA-5557-01A	41 years, female, stage:Stage III, alive, 623 days	1989.2
TCGA-CV-7435-01A	57 years, female, white, stage:Stage IVA, dead, 4680 days	1988.7
TCGA-CQ-7068-01A	80 years, female, white, stage:Stage II, alive, 1309 days	1981.2
TCGA-CN-6016-01A	64 years, male, white, stage:Stage IVA, alive, 1443 days	1955.6
TCGA-BA-5559-01A	71 years, male, white, stage:'--, dead, 2083 days	1954.7
TCGA-CV-7440-01A	38 years, male, white, stage:Stage II, dead, 675 days	1950.2
TCGA-CN-6018-01A	85 years, female, white, stage:Stage IVA, dead, 580 days	1946.0
TCGA-H7-8501-01A	54 years, male, white, stage:Stage IVA, alive, 461 days	1944.7
TCGA-DQ-7592-01A	57 years, male, american indian or alaska native, stage:'--, alive, 1143 days	1937.4
TCGA-CV-A460-01A	72 years, male, white, stage:'--, dead, 1838 days	1933.7
TCGA-BB-A5HZ-01A	65 years, male, white, stage:Stage IVA, alive, 827 days	1924.7
TCGA-CN-4735-01A	52 years, male, white, stage:Stage IVA, alive, 1737 days	1923.1
TCGA-UF-A7JJ-01A	68 years, male, stage:Stage IVA, alive, 549 days	1914.4
TCGA-QK-A6VC-01A	62 years, female, black or african american, stage:Stage IVA, alive, 600 days	1911.5
TCGA-CV-A45T-01A	64 years, female, white, stage:'--, dead, 4856 days	1909.6
TCGA-CR-7402-01A	68 years, male, white, stage:'--, alive, 911 days	1902.8
TCGA-CV-7263-01A	64 years, male, black or african american, stage:Stage II, dead, 560 days	1896.6
TCGA-CR-7367-01A	52 years, male, white, stage:Stage IVA, alive, 1440 days	1890.1
TCGA-CR-7389-01A	55 years, male, black or african american, stage:'--, alive, 392 days	1890.0
TCGA-CN-6022-01A	49 years, male, white, stage:Stage IVA, dead, 281 days	1881.3
TCGA-CV-6941-01A	51 years, male, white, stage:Stage III, dead, 342 days	1865.4
TCGA-CN-4736-01A	70 years, female, white, stage:'--, dead, 395 days	1864.6
TCGA-BB-8596-01A	69 years, female, white, stage:Stage IVA, alive, 2161 days	1855.6
TCGA-CV-7410-01A	61 years, male, white, stage:Stage III, dead, 6417 days	1848.3
TCGA-DQ-7591-01A	62 years, male, white, stage:'--, alive, 622 days	1836.8
TCGA-H7-A76A-01A	57 years, male, white, stage:'--, alive, 637 days	1828.3
TCGA-CV-7097-01A	53 years, male, white, stage:Stage II, dead, 385 days	1825.1
TCGA-BB-4223-01A	48 years, male, white, stage:Stage IVA, alive, 3221 days	1796.7
TCGA-UF-A7JH-01A	59 years, male, black or african american, stage:Stage IVA, alive, 896 days	1777.0
TCGA-CR-7391-01A	36 years, female, white, stage:Stage I, alive, 913 days	1772.4
TCGA-BB-4225-01A	73 years, male, white, stage:'--, alive, 146 days	1757.9
TCGA-P3-A5QE-01A	49 years, male, white, stage:Stage III, alive, 1559 days	1750.4
TCGA-CV-7104-01A	61 years, female, white, stage:Stage IVA, dead, 393 days	1739.9
TCGA-CR-7394-01A	70 years, male, white, stage:Stage IVA, alive, 1346 days	1736.5
TCGA-CN-5360-01A	68 years, male, white, stage:Stage IVA, alive, 2169 days	1730.7
TCGA-BA-5151-01A	72 years, male, white, stage:Stage IVA, alive, 722 days	1724.8
TCGA-CQ-6222-01A	63 years, male, white, stage:Stage IVA, alive, 2016 days	1720.8
TCGA-RS-A6TO-01A	82 years, female, white, stage:Stage IVA, dead, 387 days	1718.4
TCGA-CR-7393-01A	26 years, male, white, stage:Stage III, alive, 993 days	1712.6
TCGA-CV-6954-01A	59 years, male, black or african american, stage:Stage IVA, dead, 2002 days	1696.6
TCGA-TN-A7HI-01A	56 years, male, white, stage:Stage IVA, alive, 412 days	1687.8
TCGA-BA-5153-01A	51 years, male, white, stage:'--, dead, 1762 days	1670.3
TCGA-BB-4227-01A	66 years, male, white, stage:Stage IVA, alive, 134 days	1667.7
TCGA-CR-6467-01A	59 years, male, white, stage:Stage III, alive, 1777 days	1662.0
TCGA-QK-A8ZB-01A	68 years, male, black or african american, stage:Stage IVA, alive, 542 days	1643.9
TCGA-CV-6937-01A	71 years, male, white, stage:Stage II, dead, 624 days	1640.6
TCGA-HD-A6HZ-01A	79 years, female, white, stage:Stage III, alive, 111 days	1633.9
TCGA-CR-5250-01A	71 years, male, white, stage:'--, alive, 799 days	1629.7
TCGA-BB-A5HY-01A	64 years, male, white, stage:Stage IVA, dead, 321 days	1616.1
TCGA-HD-7831-01A	74 years, male, white, stage:Stage IVA, alive, 667 days	1616.0
TCGA-D6-6515-01A	82 years, female, white, stage:Stage II, dead, 403 days	1607.6
TCGA-CV-5442-01A	76 years, female, white, stage:Stage IVA, alive, 2327 days	1607.4
TCGA-CV-6939-01A	60 years, male, white, stage:Stage IVA, dead, 666 days	1596.7
TCGA-CR-5249-01A	35 years, female, white, stage:Stage II, alive, 1152 days	1588.3
TCGA-CQ-7072-01A	51 years, male, white, stage:Stage II, alive, 2359 days	1585.9
TCGA-D6-6826-01A	64 years, female, white, stage:Stage IVA, dead, 348 days	1572.6
TCGA-CN-5359-01A	59 years, male, white, stage:Stage IVA, dead, 377 days	1561.2
TCGA-CV-A45O-01A	57 years, male, white, stage:'--, alive, 851 days	1560.2
TCGA-KU-A66S-01A	69 years, female, white, stage:Stage III, dead, 406 days	1552.6
TCGA-CQ-5331-01A	73 years, female, white, stage:'--, alive, 1399 days	1548.2
TCGA-CN-A63V-01A	59 years, male, white, stage:Stage IVA, alive, 679 days	1526.1
TCGA-CR-7399-01A	60 years, female, white, stage:Stage IVA, alive, 181 days	1510.6
TCGA-CV-7254-01A	55 years, male, white, stage:Stage II, dead, 1459 days	1498.9
TCGA-CV-7446-01A	66 years, male, white, stage:Stage IVA, dead, 1093 days	1472.7
TCGA-UF-A7JA-01A	66 years, female, white, stage:Stage IVA, alive, 2265 days	1468.2
TCGA-CR-6482-01A	62 years, male, black or african american, stage:'--, alive, 345 days	1459.8
TCGA-CR-7397-01A	44 years, male, white, stage:Stage IVA, alive, 754 days	1457.1
TCGA-KU-A6H8-01A	41 years, male, white, stage:Stage IVA, dead, 327 days	1456.0
TCGA-CV-5443-01A	63 years, male, black or african american, stage:Stage III, alive, 2784 days	1455.9
TCGA-UF-A7JD-01A	71 years, male, stage:Stage IVA, dead, 739 days	1452.5
TCGA-D6-6827-01A	55 years, female, white, stage:Stage I, alive, 568 days	1443.5
TCGA-MZ-A5BI-01A	53 years, male, white, stage:'--, dead, 217 days	1439.5
TCGA-BA-6871-01A	75 years, male, white, stage:'--, dead, 108 days	1437.7
TCGA-CV-A45Y-01A	61 years, male, american indian or alaska native, stage:Stage IVA, dead, 2703 days	1425.6
TCGA-CV-6943-01A	74 years, male, white, stage:Stage III, dead, 602 days	1413.2
TCGA-CN-5358-01A	60 years, male, white, stage:Stage II, dead, 261 days	1410.5
TCGA-CN-4728-01A	56 years, male, white, stage:Stage IVA, alive, 1724 days	1403.4
TCGA-D6-6824-01A	61 years, male, white, stage:Stage IVA, alive, 77 days	1397.5
TCGA-IQ-A61O-01A	43 years, male, white, stage:Stage IVA, dead, 421 days	1333.3
TCGA-CV-6942-01A	73 years, female, white, stage:Stage II, alive, 4282 days	1302.3
TCGA-BA-A4IH-01A	57 years, male, white, stage:'--, alive, 622 days	1282.0
TCGA-QK-AA3K-01A	60 years, male, black or african american, stage:Stage IVA, alive, 253 days	1259.6
TCGA-CR-7376-01A	83 years, male, white, stage:Stage III, alive, 972 days	1237.7
TCGA-CR-7392-01A	67 years, female, white, stage:Stage IVA, alive, 1425 days	1230.8
TCGA-F7-A624-01A	73 years, male, white, stage:Stage II, alive, 378 days	1217.6
TCGA-F7-7848-01A	47 years, male, white, stage:Stage IVA, alive, 1131 days	1175.5
TCGA-CX-7085-01A	77 years, female, white, stage:Stage I, alive, 321 days	1148.0
TCGA-CV-5431-01A	73 years, male, white, stage:Stage IVA, dead, 522 days	1086.7
TCGA-HD-A634-01A	56 years, male, white, stage:Stage IVA, dead, 130 days	1081.0
TCGA-CN-6017-01A	55 years, male, white, stage:Stage IVA, dead, 853 days	1054.6
TCGA-CR-7382-01A	49 years, male, white, stage:Stage IVA, alive, 796 days	1042.9
TCGA-CR-6481-01A	47 years, male, white, stage:'--, alive, 311 days	982.3
TCGA-CN-4733-01A	61 years, male, white, stage:Stage III, alive, 1586 days	978.5
TCGA-CV-5971-01A	60 years, male, white, stage:Stage IVA, alive, 701 days	956.7
TCGA-CQ-6221-01A	79 years, male, white, stage:'--, alive, 1000 days	937.7
TCGA-QK-A6IF-01A	61 years, male, white, stage:'--, alive, 704 days	935.4
TCGA-CR-6470-01A	38 years, male, white, stage:Stage II, alive, 1521 days	773.7
TCGA-CR-6487-01A	50 years, male, white, stage:Stage I, alive, 234 days	653.9
TCGA-MT-A7BN-01A	74 years, male, white, stage:Stage IVA, alive, 469 days	201.9
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HEAD AND NECK SQUAMOUS CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

183

Samples

Sample ID	Sample type	nRPX
CPT0245500003	Tumor	1.2
CPT0123180003	Tumor	1.0
CPT0222360003	Tumor	0.7
CPT0246540003	Tumor	0.7
CPT0194960003	Tumor	0.7
CPT0201830004	Tumor	0.6
CPT0245010003	Tumor	0.6
CPT0162990004	Tumor	0.6
CPT0163740003	Tumor	0.5
CPT0163790003	Tumor	0.5
CPT0163840003	Tumor	0.4
CPT0194250003	Tumor	0.4
CPT0011130005	Tumor	0.4
CPT0243090003	Tumor	0.4
CPT0163410003	Tumor	0.3
CPT0162940003	Tumor	0.3
CPT0246590003	Tumor	0.3
CPT0163720003	Normal	0.3
CPT0245180003	Tumor	0.3
CPT0123260003	Tumor	0.3
CPT0245600003	Tumor	0.3
CPT0235460003	Tumor	0.2
CPT0222180003	Tumor	0.2
CPT0248350003	Normal	0.2
CPT0246670003	Tumor	0.2
CPT0123190003	Normal	0.2
CPT0011320003	Normal	0.2
CPT0194800003	Normal	0.2
CPT0184530003	Tumor	0.2
CPT0245680003	Tumor	0.2
CPT0008960003	Normal	0.2
CPT0223450003	Tumor	0.2
CPT0095040003	Tumor	0.2
CPT0094560004	Tumor	0.1
CPT0196210003	Tumor	0.1
CPT0235470002	Normal	0.1
CPT0245230004	Tumor	0.1
CPT0237620004	Tumor	0.1
C3N-02693-06	Normal	0.1
CPT0177010003	Tumor	0.1
CPT0236620003	Tumor	0.1
C3N-00295-05	Normal	0.1
CPT0248520003	Tumor	0.1
CPT0226270003	Normal	0.1
CPT0163610003	Normal	0.1
CPT0013210004	Tumor	0.1
CPT0235910003	Tumor	0.1
CPT0088060004	Tumor	0.0
CPT0201860004	Normal	0.0
CPT0245060004	Tumor	0.0
CPT0245630003	Tumor	0.0
CPT0195860003	Tumor	0.0
CPT0087820003	Tumor	0.0
CPT0199700003	Tumor	0.0
CPT0237480004	Tumor	0.0
CPT0176770003	Tumor	0.0
CPT0163240003	Tumor	0.0
CPT0008630003	Tumor	0.0
CPT0237130004	Tumor	0.0
CPT0226350003	Normal	0.0
CPT0250310003	Tumor	0.0
C3N-01758-04	Normal	0.0
CPT0196060003	Normal	0.0
CPT0248330003	Tumor	0.0
CPT0237640003	Normal	0.0
CPT0163480003	Tumor	0.0
CPT0088010003	Normal	0.0
CPT0245020003	Normal	0.0
CPT0177220003	Normal	0.0
CPT0223970003	Tumor	0.0
CPT0163340003	Tumor	-0.1
CPT0226340003	Tumor	-0.1
CPT0244940004	Tumor	-0.1
CPT0169890003	Tumor	-0.1
CPT0163430003	Normal	-0.1
CPT0094490004	Tumor	-0.1
CPT0013000004	Tumor	-0.1
CPT0236870003	Normal	-0.1
C3N-00857-05	Normal	-0.1
CPT0088080003	Normal	-0.1
CPT0236850004	Tumor	-0.1
CPT0226400003	Normal	-0.1
CPT0169640003	Tumor	-0.1
CPT0245460003	Normal	-0.1
CPT0162890003	Tumor	-0.1
CPT0226090003	Normal	-0.1
CPT0241980004	Tumor	-0.1
CPT0199830003	Normal	-0.2
CPT0084650004	Normal	-0.2
CPT0199710003	Normal	-0.2
CPT0242000004	Normal	-0.2
CPT0194420003	Tumor	-0.2
CPT0245300003	Tumor	-0.2
CPT0011290003	Tumor	-0.2
CPT0226440003	Tumor	-0.2
CPT0235920003	Normal	-0.2
CPT0177200003	Tumor	-0.2
CPT0223460003	Normal	-0.2
CPT0220610003	Tumor	-0.2
CPT0222200003	Normal	-0.2
CPT0163600003	Tumor	-0.2
C3N-04276-06	Normal	-0.2
CPT0226250004	Tumor	-0.2
CPT0008520008	Tumor	-0.2
CPT0226390003	Tumor	-0.2
CPT0237150003	Normal	-0.2
CPT0163170003	Normal	-0.2
C3N-04279-05	Normal	-0.2
CPT0226450003	Normal	-0.2
CPT0094580003	Normal	-0.2
CPT0163020003	Normal	-0.2
CPT0084630009	Tumor	-0.2
CPT0246620003	Tumor	-0.2
CPT0199890003	Normal	-0.2
CPT0256560003	Tumor	-0.2
CPT0163860003	Normal	-0.3
CPT0169740004	Normal	-0.3
CPT0024810003	Tumor	-0.3
CPT0245130003	Tumor	-0.3
CPT0243140004	Normal	-0.3
C3N-01859-04	Normal	-0.3
CPT0087990003	Tumor	-0.3
CPT0195880003	Normal	-0.3
CPT0245730003	Tumor	-0.3
CPT0088430003	Normal	-0.3
CPT0123280003	Normal	-0.3
CPT0088410003	Tumor	-0.3
CPT0094350004	Tumor	-0.3
CPT0013430003	Tumor	-0.3
CPT0245190003	Normal	-0.3
C3N-04275-05	Normal	-0.3
CPT0194260003	Normal	-0.3
CPT0013130003	Tumor	-0.3
CPT0220620003	Normal	-0.3
CPT0163490003	Normal	-0.3
CPT0207870004	Tumor	-0.3
CPT0094420004	Tumor	-0.4
CPT0245550003	Tumor	-0.4
CPT0163910003	Tumor	-0.4
CPT0190860003	Normal	-0.4
CPT0245560003	Normal	-0.4
CPT0177710003	Tumor	-0.4
CPT0195700003	Normal	-0.4
CPT0008930003	Tumor	-0.4
CPT0195680003	Tumor	-0.4
CPT0199880003	Tumor	-0.4
CPT0236640003	Normal	-0.4
CPT0163650003	Tumor	-0.4
CPT0190850003	Tumor	-0.4
CPT0245140003	Normal	-0.4
C3N-01620-05	Normal	-0.4
CPT0169920003	Normal	-0.5
CPT0094280004	Tumor	-0.5
CPT0013460003	Normal	-0.5
CPT0245450003	Tumor	-0.5
CPT0226030003	Tumor	-0.5
CPT0163530003	Tumor	-0.5
CPT0013030003	Normal	-0.5
CPT0245410003	Normal	-0.5
CPT0163800003	Normal	-0.5
CPT0245400003	Tumor	-0.5
CPT0163160003	Tumor	-0.6
CPT0169730003	Tumor	-0.6
CPT0237500003	Normal	-0.6
CPT0127050003	Tumor	-0.6
CPT0177390003	Tumor	-0.6
CPT0163090003	Tumor	-0.6
CPT0194790003	Tumor	-0.7
CPT0229220002	Normal	-0.7
CPT0013250003	Normal	-0.7
CPT0199820003	Tumor	-0.7
CPT0244890004	Tumor	-0.7
CPT0278700002	Normal	-0.7
CPT0196040003	Tumor	-0.8
CPT0261520003	Tumor	-0.8
CPT0245350003	Tumor	-0.9
CPT0163250003	Normal	-1.0
CPT0226130003	Tumor	-1.0
CPT0281470002	Normal	-1.3
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 HPA019779	Antibody HPA019869
Staining
High
Medium
Low
Not detected
Intensity
Strong
Moderate
Weak
Negative
Quantity
>75%
75%-25%
<25%
None
Location
Nuclear
Cytoplasmic/membranous
Cytoplasmic/membranous,nuclear
None
Squamous cell carcinoma, NOS
Squamous cell carcinoma, NOS Squamous cell carcinoma, metastatic, NOS
Adenocarcinoma, NOS