Expression of FTL 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

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 2418.34

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

2928.9

Number of samples

492

Samples

Sample	Description	TPM
TCGA-CQ-5324-01A	59 years, male, white, stage:Stage III, alive, 1593 days	22381.4
TCGA-CN-6019-01A	61 years, male, white, stage:Stage IVA, alive, 1038 days	19778.1
TCGA-UF-A7JO-01A	79 years, female, white, stage:Stage IVA, dead, 631 days	14688.9
TCGA-CV-7418-01A	62 years, male, black or african american, stage:Stage IVA, dead, 789 days	13810.4
TCGA-BA-A8YP-01A	50 years, male, black or african american, stage:Stage IVB, alive, 499 days	12649.6
TCGA-CN-6023-01A	73 years, male, white, stage:Stage IVA, alive, 1584 days	11780.6
TCGA-CV-5978-01A	53 years, female, black or african american, stage:Stage IVB, dead, 215 days	11603.1
TCGA-CV-7429-01A	55 years, male, white, stage:Stage IVA, dead, 107 days	11529.6
TCGA-CV-7437-01A	77 years, male, stage:Stage II, dead, 506 days	11044.2
TCGA-CV-5434-01A	60 years, male, black or african american, stage:Stage IVA, dead, 3314 days	9703.7
TCGA-CN-6010-01A	53 years, male, white, stage:Stage IVA, alive, 1523 days	9610.2
TCGA-UF-A71E-01A	63 years, male, white, stage:Stage IVA, dead, 1504 days	9540.7
TCGA-QK-A8ZA-01A	60 years, male, black or african american, stage:'--, dead, 371 days	9513.4
TCGA-P3-A5Q5-01A	54 years, male, white, stage:Stage IVA, alive, 910 days	9300.6
TCGA-BA-A6D8-01A	59 years, male, black or african american, stage:Stage IVA, alive, 850 days	9094.4
TCGA-CN-4728-01A	56 years, male, white, stage:Stage IVA, alive, 1724 days	9093.6
TCGA-CR-7370-01A	72 years, female, white, stage:'--, alive, 105 days	8585.6
TCGA-CV-6951-01A	57 years, male, white, stage:Stage IVA, dead, 915 days	8475.4
TCGA-CV-7253-01A	58 years, male, black or african american, stage:Stage IVA, dead, 361 days	8382.4
TCGA-CV-6933-01A	53 years, male, white, stage:Stage III, dead, 2741 days	7857.0
TCGA-CV-7422-01A	60 years, female, white, stage:Stage IVA, dead, 1037 days	7827.8
TCGA-UF-A71A-01A	67 years, male, white, stage:Stage IVA, dead, 86 days	7764.0
TCGA-CN-6024-01A	66 years, male, white, stage:Stage IVA, dead, 337 days	7726.6
TCGA-IQ-A61H-01A	76 years, male, white, stage:Stage II, alive, 1138 days	7697.0
TCGA-CR-7383-01A	79 years, female, white, stage:Stage I, dead, 521 days	7592.3
TCGA-CV-7424-01A	67 years, male, asian, stage:Stage IVA, dead, 453 days	7350.0
TCGA-P3-A6T0-01A	47 years, female, white, stage:Stage IVA, alive, 578 days	7038.8
TCGA-QK-AA3K-01A	60 years, male, black or african american, stage:Stage IVA, alive, 253 days	6933.5
TCGA-QK-A6VB-01A	66 years, male, white, stage:Stage IVA, alive, 641 days	6868.5
TCGA-CN-6016-01A	64 years, male, white, stage:Stage IVA, alive, 1443 days	6845.2
TCGA-CV-7101-01A	80 years, male, white, stage:Stage II, dead, 160 days	6748.5
TCGA-CV-7432-01A	79 years, male, white, stage:Stage II, dead, 2570 days	6723.4
TCGA-CV-5440-01A	52 years, male, white, stage:Stage IVA, alive, 3270 days	6673.5
TCGA-CQ-A4CG-01A	78 years, female, white, stage:Stage III, dead, 430 days	6614.4
TCGA-IQ-A61O-01A	43 years, male, white, stage:Stage IVA, dead, 421 days	6432.8
TCGA-CN-6989-01A	64 years, male, white, stage:Stage IVA, dead, 980 days	6432.6
TCGA-CV-7254-01A	55 years, male, white, stage:Stage II, dead, 1459 days	6331.2
TCGA-CN-5370-01A	78 years, male, white, stage:Stage III, dead, 259 days	6080.7
TCGA-CV-7421-01A	76 years, male, white, stage:Stage IVA, dead, 2 days	6024.8
TCGA-CQ-A4CI-01A	73 years, male, white, stage:Stage III, alive, 950 days	6018.2
TCGA-F7-A624-01A	73 years, male, white, stage:Stage II, alive, 378 days	6016.6
TCGA-CR-6477-01A	56 years, female, white, stage:'--, alive, 514 days	5942.3
TCGA-CV-A6JU-01A	61 years, female, white, stage:Stage IVB, alive, 110 days	5910.4
TCGA-MZ-A7D7-01A	51 years, male, white, stage:Stage IVA, alive, 547 days	5892.8
TCGA-CV-7433-01A	49 years, male, white, stage:Stage IVA, dead, 601 days	5804.3
TCGA-CQ-5332-01A	87 years, male, white, stage:Stage III, dead, 317 days	5594.6
TCGA-CQ-5333-01A	74 years, male, white, stage:Stage II, dead, 341 days	5355.7
TCGA-BA-7269-01A	61 years, male, white, stage:Stage III, alive, 1273 days	5343.6
TCGA-CR-7399-01A	60 years, female, white, stage:Stage IVA, alive, 181 days	5152.0
TCGA-CR-7376-01A	83 years, male, white, stage:Stage III, alive, 972 days	5125.7
TCGA-CQ-6221-01A	79 years, male, white, stage:'--, alive, 1000 days	5115.2
TCGA-BA-5557-01A	41 years, female, stage:Stage III, alive, 623 days	5084.4
TCGA-UF-A71B-01A	50 years, male, white, stage:Stage IVA, alive, 1506 days	5078.4
TCGA-CQ-6222-01A	63 years, male, white, stage:Stage IVA, alive, 2016 days	5041.1
TCGA-CQ-6228-01A	71 years, female, white, stage:Stage IVA, dead, 456 days	5016.4
TCGA-CN-4740-01A	79 years, female, white, stage:Stage IVA, dead, 839 days	4982.3
TCGA-D6-A4ZB-01A	61 years, male, white, stage:Stage III, alive, 376 days	4975.1
TCGA-CR-6488-01A	68 years, female, white, stage:Stage II, alive, 379 days	4958.7
TCGA-KU-A66S-01A	69 years, female, white, stage:Stage III, dead, 406 days	4809.5
TCGA-MT-A7BN-01A	74 years, male, white, stage:Stage IVA, alive, 469 days	4806.4
TCGA-CN-5359-01A	59 years, male, white, stage:Stage IVA, dead, 377 days	4781.4
TCGA-CN-4736-01A	70 years, female, white, stage:'--, dead, 395 days	4720.2
TCGA-CN-4723-01A	67 years, male, white, stage:Stage IVA, alive, 1699 days	4700.7
TCGA-CV-7435-01A	57 years, female, white, stage:Stage IVA, dead, 4680 days	4660.1
TCGA-BA-4075-01A	49 years, male, black or african american, stage:Stage III, dead, 283 days	4620.7
TCGA-BA-5559-01A	71 years, male, white, stage:'--, dead, 2083 days	4610.4
TCGA-CV-7263-01A	64 years, male, black or african american, stage:Stage II, dead, 560 days	4558.8
TCGA-BB-8596-01A	69 years, female, white, stage:Stage IVA, alive, 2161 days	4554.6
TCGA-UP-A6WW-01A	58 years, male, white, stage:'--, alive, 518 days	4505.0
TCGA-BA-A6DG-01A	49 years, male, white, stage:'--, dead, 69 days	4469.8
TCGA-CR-5248-01A	53 years, male, white, stage:'--, alive, 1663 days	4433.2
TCGA-CV-6940-01A	80 years, female, white, stage:Stage III, dead, 804 days	4426.3
TCGA-CV-6934-01A	66 years, female, white, stage:Stage IVA, dead, 65 days	4403.0
TCGA-CR-7389-01A	55 years, male, black or african american, stage:'--, alive, 392 days	4394.9
TCGA-CV-5431-01A	73 years, male, white, stage:Stage IVA, dead, 522 days	4376.5
TCGA-CQ-A4CH-01A	58 years, male, asian, stage:Stage II, dead, 379 days	4341.3
TCGA-CV-6962-01A	65 years, male, white, stage:Stage IVA, dead, 126 days	4326.0
TCGA-CN-4735-01A	52 years, male, white, stage:Stage IVA, alive, 1737 days	4290.3
TCGA-CV-5432-01A	68 years, male, white, stage:Stage III, alive, 3930 days	4266.8
TCGA-BA-A4IG-01A	77 years, male, white, stage:'--, alive, 855 days	4266.1
TCGA-CN-6012-01A	66 years, male, white, stage:Stage IVA, alive, 1460 days	4244.5
TCGA-CV-7090-01A	39 years, male, white, stage:Stage II, alive, 5252 days	4216.7
TCGA-CQ-6225-01A	65 years, male, white, stage:Stage III, dead, 403 days	4214.2
TCGA-CV-7416-01A	29 years, female, white, stage:Stage IVA, dead, 763 days	4191.2
TCGA-CR-6481-01A	47 years, male, white, stage:'--, alive, 311 days	4184.1
TCGA-CV-7103-01A	49 years, male, white, stage:Stage IVA, dead, 1591 days	4168.7
TCGA-CV-5435-01A	57 years, male, white, stage:Stage IVA, dead, 2319 days	4144.4
TCGA-CV-7428-01A	47 years, male, white, stage:Stage IVA, dead, 1671 days	4134.5
TCGA-CR-6484-01A	67 years, female, asian, stage:Stage IVA, alive, 354 days	4121.6
TCGA-UF-A7JJ-01A	68 years, male, stage:Stage IVA, alive, 549 days	4118.9
TCGA-F7-A50I-01A	72 years, male, white, stage:Stage IVA, alive, 92 days	4109.8
TCGA-DQ-5629-01A	64 years, male, white, stage:'--, dead, 941 days	4061.5
TCGA-D6-6826-01A	64 years, female, white, stage:Stage IVA, dead, 348 days	4045.0
TCGA-TN-A7HL-01A	59 years, male, white, stage:Stage IVA, alive, 619 days	4029.7
TCGA-CR-7386-01A	69 years, male, white, stage:Stage IVA, alive, 1430 days	4017.0
TCGA-HD-8314-01A	58 years, male, white, stage:Stage III, alive, 670 days	4010.1
TCGA-H7-A76A-01A	57 years, male, white, stage:'--, alive, 637 days	3917.7
TCGA-CN-5364-01A	55 years, male, white, stage:Stage IVA, dead, 493 days	3910.8
TCGA-CV-6935-01A	67 years, male, white, stage:Stage IVA, dead, 295 days	3875.0
TCGA-CQ-5330-01A	69 years, female, white, stage:Stage IVA, alive, 1897 days	3839.3
TCGA-CV-7095-01A	87 years, female, stage:Stage II, dead, 572 days	3819.2
TCGA-CV-A461-01A	65 years, male, white, stage:'--, dead, 2064 days	3790.7
TCGA-CV-A45W-01A	75 years, male, white, stage:Stage II, dead, 1398 days	3775.2
TCGA-CV-6433-01A	57 years, male, white, stage:Stage II, alive, 641 days	3769.4
TCGA-H7-8501-01A	54 years, male, white, stage:Stage IVA, alive, 461 days	3759.2
TCGA-BA-5558-01A	65 years, male, white, stage:'--, alive, 1995 days	3755.9
TCGA-CV-A6JZ-01A	68 years, male, white, stage:Stage II, alive, 714 days	3651.1
TCGA-CV-7102-01A	76 years, female, white, stage:Stage IVA, dead, 56 days	3632.6
TCGA-QK-A6IG-01A	69 years, male, white, stage:Stage III, dead, 222 days	3631.2
TCGA-CR-7404-01A	53 years, male, white, stage:'--, alive, 1472 days	3624.2
TCGA-CV-7407-01A	67 years, female, white, stage:Stage II, dead, 1081 days	3604.4
TCGA-CR-6482-01A	62 years, male, black or african american, stage:'--, alive, 345 days	3583.1
TCGA-CV-7099-01A	85 years, female, white, stage:Stage II, dead, 243 days	3570.4
TCGA-H7-7774-01A	75 years, female, white, stage:Stage IVA, alive, 407 days	3561.5
TCGA-CV-7406-01A	49 years, male, white, stage:Stage II, dead, 1748 days	3554.0
TCGA-CV-5971-01A	60 years, male, white, stage:Stage IVA, alive, 701 days	3533.9
TCGA-CQ-6219-01A	50 years, female, white, stage:Stage IVA, dead, 479 days	3511.7
TCGA-CN-6022-01A	49 years, male, white, stage:Stage IVA, dead, 281 days	3496.2
TCGA-KU-A6H7-01A	55 years, female, white, stage:Stage IVA, alive, 586 days	3467.0
TCGA-QK-A8Z8-01A	60 years, female, black or african american, stage:Stage IVC, dead, 171 days	3447.7
TCGA-UF-A718-01A	62 years, male, white, stage:Stage IVA, alive, 1971 days	3447.5
TCGA-CQ-6224-01A	52 years, male, white, stage:Stage IVA, alive, 1721 days	3420.5
TCGA-CN-6013-01A	56 years, male, white, stage:Stage IVA, dead, 727 days	3411.2
TCGA-HD-7831-01A	74 years, male, white, stage:Stage IVA, alive, 667 days	3379.5
TCGA-CV-5444-01A	64 years, male, black or african american, stage:Stage IVA, alive, 2437 days	3379.2
TCGA-CN-4726-01A	68 years, male, white, stage:Stage IVA, dead, 142 days	3366.8
TCGA-CN-5360-01A	68 years, male, white, stage:Stage IVA, alive, 2169 days	3360.1
TCGA-P3-A5QF-01A	49 years, male, white, stage:Stage IVA, dead, 330 days	3348.4
TCGA-UF-A7JF-01A	80 years, male, white, stage:Stage IVA, alive, 1686 days	3318.7
TCGA-D6-6515-01A	82 years, female, white, stage:Stage II, dead, 403 days	3316.2
TCGA-IQ-A6SG-01A	61 years, female, white, stage:Stage III, alive, 579 days	3315.7
TCGA-CV-7177-01A	82 years, female, white, stage:Stage II, dead, 663 days	3304.8
TCGA-CR-5247-01A	48 years, male, black or african american, stage:'--, alive, 358 days	3298.6
TCGA-UF-A7JH-01A	59 years, male, black or african american, stage:Stage IVA, alive, 896 days	3254.9
TCGA-CV-7235-01A	67 years, male, white, stage:Stage II, alive, 2347 days	3208.6
TCGA-CN-4727-01A	56 years, male, white, stage:Stage IVA, alive, 1560 days	3208.3
TCGA-CR-6487-01A	50 years, male, white, stage:Stage I, alive, 234 days	3191.2
TCGA-CV-6943-01A	74 years, male, white, stage:Stage III, dead, 602 days	3184.5
TCGA-CV-7261-01A	57 years, male, white, stage:Stage IVA, alive, 1512 days	3178.4
TCGA-CV-A45Z-01A	75 years, male, white, stage:'--, dead, 1466 days	3158.4
TCGA-CV-6954-01A	59 years, male, black or african american, stage:Stage IVA, dead, 2002 days	3127.8
TCGA-D6-A6EO-01A	44 years, male, white, stage:Stage IVA, alive, 759 days	3112.2
TCGA-CV-7178-01A	64 years, female, white, stage:Stage IVA, dead, 2166 days	3103.8
TCGA-P3-A6SW-01A	50 years, male, white, stage:Stage IVB, alive, 1120 days	3095.2
TCGA-CV-6955-01A	74 years, female, white, stage:Stage II, dead, 334 days	3086.9
TCGA-HD-8224-01A	63 years, male, white, stage:Stage IVA, dead, 446 days	3075.1
TCGA-T2-A6X0-01A	49 years, male, white, stage:'--, alive, 216 days	3074.1
TCGA-4P-AA8J-01A	66 years, male, black or african american, stage:Stage IVA, alive, 102 days	3068.6
TCGA-CV-6945-01A	41 years, male, white, stage:Stage IVA, dead, 366 days	3061.6
TCGA-CV-A468-01A	42 years, male, stage:Stage IVA, dead, 464 days	3043.5
TCGA-BA-4078-01A	83 years, male, white, stage:'--, dead, 276 days	3037.4
TCGA-CN-6997-01A	66 years, male, white, stage:Stage IVA, dead, 988 days	3024.5
TCGA-CQ-5329-01A	46 years, female, white, stage:Stage II, alive, 2143 days	3022.1
TCGA-CN-4729-01A	73 years, male, white, stage:Stage III, alive, 392 days	3020.4
TCGA-HD-7754-01A	69 years, male, white, stage:Stage IVA, alive, 783 days	3018.9
TCGA-CV-A6JE-01A	78 years, male, white, stage:'--, alive, 1075 days	3007.9
TCGA-CV-7100-01A	66 years, male, white, stage:Stage III, dead, 274 days	3003.9
TCGA-CV-A460-01A	72 years, male, white, stage:'--, dead, 1838 days	2998.6
TCGA-CV-5966-01A	63 years, female, white, stage:Stage IVA, dead, 545 days	2982.5
TCGA-BA-5555-01A	54 years, male, black or african american, stage:Stage IVA, alive, 520 days	2980.5
TCGA-CN-A49B-01A	71 years, male, white, stage:Stage III, alive, 904 days	2969.2
TCGA-D6-6824-01A	61 years, male, white, stage:Stage IVA, alive, 77 days	2928.9
TCGA-CV-7097-01A	53 years, male, white, stage:Stage II, dead, 385 days	2917.5
TCGA-UF-A7J9-01A	75 years, male, white, stage:Stage IVA, alive, 1358 days	2917.2
TCGA-CQ-5334-01A	87 years, male, white, stage:Stage IVA, dead, 129 days	2895.0
TCGA-CV-A6JM-01A	85 years, male, white, stage:'--, dead, 194 days	2886.8
TCGA-DQ-7592-01A	57 years, male, american indian or alaska native, stage:'--, alive, 1143 days	2880.6
TCGA-CV-5443-01A	63 years, male, black or african american, stage:Stage III, alive, 2784 days	2872.9
TCGA-CN-6018-01A	85 years, female, white, stage:Stage IVA, dead, 580 days	2838.2
TCGA-CN-6995-01A	78 years, male, white, stage:Stage IVA, dead, 112 days	2835.0
TCGA-CV-5430-01A	61 years, male, white, stage:Stage IVA, alive, 4241 days	2830.1
TCGA-CR-6474-01A	51 years, male, white, stage:Stage IVA, dead, 564 days	2827.0
TCGA-CQ-A4C9-01A	56 years, male, stage:Stage III, alive, 707 days	2826.5
TCGA-BA-6869-01A	62 years, male, white, stage:Stage III, alive, 644 days	2823.8
TCGA-BA-6872-01A	47 years, male, white, stage:'--, dead, 384 days	2817.3
TCGA-F7-7848-01A	47 years, male, white, stage:Stage IVA, alive, 1131 days	2793.1
TCGA-CV-6948-01A	79 years, female, white, stage:Stage IVB, dead, 1289 days	2770.6
TCGA-CN-A497-01A	63 years, male, stage:Stage III, alive, 1065 days	2765.0
TCGA-CN-5358-01A	60 years, male, white, stage:Stage II, dead, 261 days	2759.6
TCGA-CX-7219-01A	47 years, male, black or african american, stage:Stage IVA, alive, 1045 days	2746.6
TCGA-D6-A6EN-01A	71 years, male, white, stage:Stage III, alive, 687 days	2734.9
TCGA-CN-A6UY-01A	57 years, male, white, stage:Stage IVA, alive, 713 days	2709.4
TCGA-CQ-6227-01A	77 years, male, white, stage:Stage IVA, dead, 129 days	2681.7
TCGA-CV-7252-01A	62 years, female, black or african american, stage:Stage IVA, dead, 151 days	2678.8
TCGA-CV-6942-01A	73 years, female, white, stage:Stage II, alive, 4282 days	2676.1
TCGA-CN-6020-01A	58 years, male, black or african american, stage:Stage III, dead, 205 days	2675.6
TCGA-CV-7091-01A	54 years, male, white, stage:Stage I, alive, 3381 days	2664.5
TCGA-BB-4225-01A	73 years, male, white, stage:'--, alive, 146 days	2664.2
TCGA-BA-4074-01A	69 years, male, white, stage:Stage IVA, dead, 462 days	2662.3
TCGA-CQ-5326-01A	67 years, male, white, stage:Stage IVA, dead, 89 days	2646.6
TCGA-UF-A7JD-01A	71 years, male, stage:Stage IVA, dead, 739 days	2643.5
TCGA-MT-A67F-01A	60 years, female, white, stage:Stage IVA, alive, 384 days	2638.2
TCGA-HD-8635-01A	61 years, female, white, stage:Stage III, alive, 695 days	2637.3
TCGA-BA-A4II-01A	46 years, male, white, stage:Stage II, alive, 918 days	2635.2
TCGA-BA-A6DE-01A	70 years, female, white, stage:Stage II, alive, 440 days	2633.8
TCGA-DQ-5630-01A	73 years, male, white, stage:'--, alive, 1030 days	2628.3
TCGA-BB-4228-01A	50 years, male, white, stage:Stage III, alive, 559 days	2624.7
TCGA-CV-6950-01A	64 years, male, white, stage:Stage IVA, dead, 459 days	2619.5
TCGA-CV-6938-01A	87 years, male, white, stage:Stage II, dead, 144 days	2609.9
TCGA-CR-7377-01A	58 years, male, white, stage:Stage IVA, dead, 279 days	2599.9
TCGA-CR-7382-01A	49 years, male, white, stage:Stage IVA, alive, 796 days	2595.1
TCGA-TN-A7HI-01A	56 years, male, white, stage:Stage IVA, alive, 412 days	2583.4
TCGA-CV-7248-01A	63 years, female, black or african american, stage:Stage IVA, dead, 521 days	2551.7
TCGA-CV-6937-01A	71 years, male, white, stage:Stage II, dead, 624 days	2540.9
TCGA-CV-A6JT-01A	65 years, male, white, stage:Stage II, alive, 852 days	2540.8
TCGA-BA-A6DA-01A	41 years, female, white, stage:Stage IVA, alive, 351 days	2522.9
TCGA-UF-A7JV-01A	62 years, female, white, stage:Stage IVA, dead, 90 days	2522.0
TCGA-CV-5441-01A	58 years, male, white, stage:Stage IVA, alive, 2886 days	2516.5
TCGA-CR-7388-01A	70 years, female, white, stage:'--, dead, 823 days	2513.4
TCGA-P3-A6T8-01A	54 years, male, white, stage:Stage IVA, alive, 400 days	2508.9
TCGA-T3-A92M-01A	52 years, male, black or african american, stage:Stage IVA, alive, 417 days	2506.4
TCGA-T2-A6WX-01A	73 years, female, white, stage:'--, dead, 209 days	2495.3
TCGA-CR-7379-01A	78 years, female, white, stage:Stage IVA, alive, 1036 days	2487.8
TCGA-UF-A7JT-01A	72 years, female, white, stage:Stage IVA, dead, 993 days	2477.7
TCGA-P3-A6T4-01A	54 years, male, white, stage:Stage IVA, dead, 62 days	2474.6
TCGA-CQ-5325-01A	65 years, male, white, stage:Stage I, dead, 654 days	2461.9
TCGA-CR-7385-01A	42 years, male, white, stage:'--, alive, 997 days	2443.5
TCGA-CN-A63T-01A	60 years, male, white, stage:Stage IVA, alive, 225 days	2436.7
TCGA-CX-7082-01A	82 years, male, white, stage:Stage IVA, dead, 11 days	2436.0
TCGA-CN-A63V-01A	59 years, male, white, stage:Stage IVA, alive, 679 days	2425.1
TCGA-CV-A6K2-01A	79 years, male, white, stage:Stage IVA, dead, 317 days	2424.4
TCGA-CN-4742-01A	48 years, female, white, stage:Stage IVA, dead, 397 days	2419.8
TCGA-CR-6478-01A	66 years, female, white, stage:'--, dead, 183 days	2418.8
TCGA-CR-7367-01A	52 years, male, white, stage:Stage IVA, alive, 1440 days	2417.9
TCGA-BB-A6UM-01A	52 years, male, white, stage:Stage III, alive, 393 days	2415.2
TCGA-CQ-A4CB-01A	59 years, male, stage:Stage III, alive, 893 days	2413.9
TCGA-F7-8298-01A	58 years, male, white, stage:Stage I, alive, 995 days	2412.1
TCGA-CX-7085-01A	77 years, female, white, stage:Stage I, alive, 321 days	2412.1
TCGA-CV-7410-01A	61 years, male, white, stage:Stage III, dead, 6417 days	2396.9
TCGA-CQ-7072-01A	51 years, male, white, stage:Stage II, alive, 2359 days	2380.0
TCGA-D6-A6EM-01A	65 years, female, white, stage:Stage III, alive, 232 days	2375.6
TCGA-IQ-7630-01A	49 years, male, white, stage:Stage II, alive, 485 days	2367.3
TCGA-CN-5367-01A	60 years, female, white, stage:Stage IVA, dead, 352 days	2356.9
TCGA-CR-6470-01A	38 years, male, white, stage:Stage II, alive, 1521 days	2347.7
TCGA-CV-7413-01A	74 years, female, white, stage:Stage II, dead, 294 days	2340.9
TCGA-P3-A6T6-01A	53 years, male, white, stage:Stage IVA, dead, 395 days	2317.2
TCGA-CN-A6V6-01A	59 years, male, white, stage:Stage IVA, alive, 635 days	2312.5
TCGA-CN-5363-01A	48 years, male, black or african american, stage:Stage IVB, dead, 253 days	2311.7
TCGA-CV-7438-01A	87 years, female, white, stage:Stage I, dead, 194 days	2310.7
TCGA-MT-A67D-01A	55 years, male, white, stage:Stage II, alive, 56 days	2309.1
TCGA-CX-A4AQ-01A	56 years, male, white, stage:Stage IVA, alive, 1555 days	2300.3
TCGA-CV-A45Y-01A	61 years, male, american indian or alaska native, stage:Stage IVA, dead, 2703 days	2296.1
TCGA-QK-A6IH-01A	65 years, female, white, stage:Stage IVB, alive, 653 days	2294.9
TCGA-CR-6467-01A	59 years, male, white, stage:Stage III, alive, 1777 days	2287.4
TCGA-BA-5153-01A	51 years, male, white, stage:'--, dead, 1762 days	2270.4
TCGA-CV-A45T-01A	64 years, female, white, stage:'--, dead, 4856 days	2267.0
TCGA-UF-A7JA-01A	66 years, female, white, stage:Stage IVA, alive, 2265 days	2252.6
TCGA-CV-6941-01A	51 years, male, white, stage:Stage III, dead, 342 days	2250.3
TCGA-CN-4731-01A	63 years, female, white, stage:Stage IVA, dead, 998 days	2247.3
TCGA-CR-7395-01A	80 years, female, white, stage:Stage II, alive, 930 days	2245.3
TCGA-QK-A6VC-01A	62 years, female, black or african american, stage:Stage IVA, alive, 600 days	2244.3
TCGA-CV-6961-01A	61 years, male, white, stage:Stage II, dead, 76 days	2236.6
TCGA-CQ-7065-01A	40 years, male, asian, stage:Stage II, alive, 1628 days	2233.8
TCGA-CN-6996-01A	58 years, female, white, stage:Stage IVA, dead, 530 days	2226.2
TCGA-BB-4223-01A	48 years, male, white, stage:Stage IVA, alive, 3221 days	2207.0
TCGA-P3-A6SX-01A	67 years, male, white, stage:Stage III, dead, 1430 days	2196.5
TCGA-BA-A4IH-01A	57 years, male, white, stage:'--, alive, 622 days	2195.4
TCGA-CV-7446-01A	66 years, male, white, stage:Stage IVA, dead, 1093 days	2195.0
TCGA-CQ-A4C7-01A	88 years, male, white, stage:Stage III, dead, 353 days	2186.2
TCGA-BB-A5HU-01A	47 years, male, white, stage:Stage IVA, alive, 782 days	2186.2
TCGA-BB-4227-01A	66 years, male, white, stage:Stage IVA, alive, 134 days	2174.8
TCGA-P3-A6T3-01A	49 years, male, white, stage:Stage IVA, dead, 577 days	2172.0
TCGA-C9-A480-01A	45 years, female, asian, stage:Stage III, alive, 386 days	2168.3
TCGA-D6-A6EP-01A	62 years, male, white, stage:Stage III, alive, 424 days	2164.2
TCGA-CR-7364-01A	66 years, male, white, stage:Stage III, alive, 1435 days	2161.8
TCGA-HD-A6HZ-01A	79 years, female, white, stage:Stage III, alive, 111 days	2156.3
TCGA-P3-A5QA-01A	41 years, male, stage:Stage I, alive, 2182 days	2143.4
TCGA-CV-A464-01A	48 years, male, white, stage:Stage III, alive, 1722 days	2135.1
TCGA-CV-7238-01A	69 years, female, white, stage:Stage II, alive, 2727 days	2129.8
TCGA-CR-6472-01A	59 years, male, white, stage:'--, alive, 1050 days	2129.1
TCGA-T3-A92N-01A	79 years, male, black or african american, stage:Stage IVA, dead, 95 days	2124.3
TCGA-CQ-A4CD-01A	69 years, male, white, stage:Stage IVA, alive, 1022 days	2123.3
TCGA-CV-7415-01A	60 years, male, white, stage:Stage IVA, dead, 695 days	2122.9
TCGA-IQ-A61G-01A	57 years, male, white, stage:Stage IVA, alive, 360 days	2120.8
TCGA-CN-5366-01A	51 years, male, white, stage:Stage IVA, dead, 360 days	2116.9
TCGA-CV-7414-01A	78 years, male, white, stage:Stage IVA, dead, 14 days	2107.9
TCGA-CV-A6JD-01A	82 years, female, white, stage:'--, dead, 182 days	2101.4
TCGA-CN-5365-01A	38 years, male, white, stage:Stage IVB, dead, 351 days	2096.3
TCGA-CN-6017-01A	55 years, male, white, stage:Stage IVA, dead, 853 days	2093.5
TCGA-CV-A45R-01A	46 years, male, white, stage:Stage III, alive, 5480 days	2076.8
TCGA-UF-A7JS-01A	59 years, male, white, stage:Stage IVA, dead, 680 days	2073.0
TCGA-QK-AA3J-01A	69 years, male, black or african american, stage:Stage I, alive, 466 days	2072.7
TCGA-DQ-7588-01A	66 years, male, white, stage:'--, dead, 427 days	2066.7
TCGA-CV-A45U-01A	59 years, male, white, stage:Stage IVA, dead, 1079 days	2060.5
TCGA-CV-6003-01A	50 years, female, white, stage:Stage III, alive, 1665 days	2058.2
TCGA-CN-6994-01A	67 years, male, white, stage:Stage IVA, alive, 1183 days	2050.7
TCGA-CN-5369-01A	90 years, female, white, stage:Stage IVA, dead, 1 days	2046.3
TCGA-MT-A67A-01A	85 years, female, white, stage:Stage I, alive, 914 days	2042.8
TCGA-CV-5442-01A	76 years, female, white, stage:Stage IVA, alive, 2327 days	2042.8
TCGA-KU-A66T-01A	53 years, female, white, stage:Stage IVA, alive, 552 days	2039.8
TCGA-F7-A50G-01A	66 years, male, white, stage:Stage III, alive, 616 days	2034.8
TCGA-DQ-5625-01A	52 years, female, white, stage:'--, dead, 1133 days	2032.2
TCGA-RS-A6TO-01A	82 years, female, white, stage:Stage IVA, dead, 387 days	2022.8
TCGA-P3-A5Q6-01A	49 years, male, white, stage:Stage IVA, dead, 480 days	2003.7
TCGA-CR-7392-01A	67 years, female, white, stage:Stage IVA, alive, 1425 days	1993.3
TCGA-D6-6825-01A	73 years, male, white, stage:Stage I, alive, 491 days	1986.9
TCGA-QK-A8Z7-01A	59 years, male, black or african american, stage:Stage IVA, alive, 392 days	1984.3
TCGA-D6-6823-01A	50 years, male, white, stage:Stage II, alive, 701 days	1981.2
TCGA-CV-5436-01A	65 years, male, stage:Stage IVA, dead, 584 days	1980.9
TCGA-D6-A74Q-01A	67 years, male, white, stage:Stage IVA, alive, 710 days	1977.6
TCGA-BA-5152-01A	56 years, male, white, stage:Stage IVA, alive, 1288 days	1974.9
TCGA-CV-7242-01A	60 years, female, white, stage:Stage II, alive, 1095 days	1969.7
TCGA-MZ-A5BI-01A	53 years, male, white, stage:'--, dead, 217 days	1969.1
TCGA-CV-6936-01A	68 years, male, white, stage:Stage IVA, dead, 166 days	1965.0
TCGA-CQ-5327-01A	61 years, female, asian, stage:Stage IVA, alive, 1660 days	1952.7
TCGA-QK-A6II-01A	52 years, male, white, stage:Stage IVA, dead, 284 days	1947.6
TCGA-CR-7397-01A	44 years, male, white, stage:Stage IVA, alive, 754 days	1943.7
TCGA-CV-7245-01A	62 years, male, white, stage:Stage IVA, alive, 797 days	1926.6
TCGA-CN-6992-01A	61 years, male, white, stage:Stage IVA, alive, 1066 days	1926.2
TCGA-QK-A6IF-01A	61 years, male, white, stage:'--, alive, 704 days	1926.0
TCGA-CR-7371-01A	45 years, female, white, stage:Stage III, dead, 94 days	1914.0
TCGA-CN-5361-01A	80 years, male, white, stage:Stage IVA, dead, 2120 days	1910.7
TCGA-CV-7236-01A	77 years, female, white, stage:Stage IVA, dead, 144 days	1910.1
TCGA-CQ-7063-01A	59 years, female, white, stage:Stage I, alive, 2133 days	1896.7
TCGA-CN-4737-01A	19 years, male, white, stage:Stage IVA, alive, 625 days	1895.8
TCGA-CR-7373-01A	66 years, male, white, stage:Stage IVA, alive, 889 days	1894.3
TCGA-UF-A719-01A	54 years, male, stage:Stage II, alive, 1663 days	1894.0
TCGA-CR-7390-01A	67 years, male, white, stage:Stage IVA, alive, 1508 days	1883.4
TCGA-DQ-7591-01A	62 years, male, white, stage:'--, alive, 622 days	1881.8
TCGA-CR-7369-01A	59 years, male, white, stage:Stage IVA, dead, 1090 days	1880.8
TCGA-CV-A45V-01A	87 years, female, white, stage:Stage IVA, dead, 32 days	1863.0
TCGA-DQ-5631-01A	52 years, male, white, stage:'--, dead, 548 days	1856.0
TCGA-CV-7255-01A	32 years, female, white, stage:Stage IVA, dead, 64 days	1845.3
TCGA-CR-6493-01A	69 years, male, black or african american, stage:Stage IVA, dead, 282 days	1843.7
TCGA-CV-6939-01A	60 years, male, white, stage:Stage IVA, dead, 666 days	1834.1
TCGA-CR-5243-01A	51 years, male, white, stage:'--, alive, 2562 days	1832.1
TCGA-D6-8568-01A	62 years, male, white, stage:Stage II, alive, 759 days	1831.5
TCGA-CN-A63W-01A	48 years, female, white, stage:Stage IVA, dead, 377 days	1818.6
TCGA-BA-A6DL-01A	59 years, male, white, stage:'--, alive, 623 days	1815.2
TCGA-CR-7391-01A	36 years, female, white, stage:Stage I, alive, 913 days	1800.6
TCGA-CN-4730-01A	62 years, male, white, stage:Stage IVA, alive, 817 days	1790.4
TCGA-CN-6011-01A	57 years, male, white, stage:Stage IVA, alive, 933 days	1783.8
TCGA-CN-4741-01A	75 years, male, white, stage:Stage IVA, alive, 2239 days	1771.4
TCGA-QK-A8ZB-01A	68 years, male, black or african american, stage:Stage IVA, alive, 542 days	1768.0
TCGA-CN-4738-01A	53 years, male, white, stage:Stage IVA, dead, 436 days	1752.4
TCGA-CN-6021-01A	63 years, female, white, stage:'--, dead, 276 days	1751.6
TCGA-CV-5976-01A	50 years, male, white, stage:Stage IVA, alive, 1478 days	1749.4
TCGA-BB-A5HY-01A	64 years, male, white, stage:Stage IVA, dead, 321 days	1742.4
TCGA-BA-6873-01A	28 years, male, white, stage:Stage IVA, alive, 122 days	1738.1
TCGA-KU-A6H8-01A	41 years, male, white, stage:Stage IVA, dead, 327 days	1730.8
TCGA-CN-A499-01A	60 years, female, white, stage:Stage II, alive, 717 days	1728.3
TCGA-CV-5979-01A	26 years, male, white, stage:Stage IVA, alive, 1315 days	1724.7
TCGA-CV-6960-01A	49 years, male, black or african american, stage:Stage III, dead, 862 days	1722.6
TCGA-CN-A49A-01A	60 years, male, white, stage:Stage IVB, dead, 526 days	1709.5
TCGA-CV-7104-01A	61 years, female, white, stage:Stage IVA, dead, 393 days	1708.0
TCGA-UF-A7JK-01A	59 years, male, stage:Stage IVA, dead, 424 days	1705.7
TCGA-BA-A6DJ-01A	62 years, male, asian, stage:Stage IVA, dead, 407 days	1699.4
TCGA-F7-A623-01A	70 years, male, white, stage:Stage IVA, alive, 616 days	1696.3
TCGA-WA-A7H4-01A	69 years, male, white, stage:Stage II, alive, 443 days	1691.3
TCGA-CV-7427-01A	73 years, female, white, stage:Stage II, dead, 4760 days	1688.6
TCGA-CQ-5331-01A	73 years, female, white, stage:'--, alive, 1399 days	1685.0
TCGA-BA-A6DD-01A	44 years, male, black or african american, stage:Stage IVA, dead, 173 days	1681.3
TCGA-BB-4224-01A	52 years, male, white, stage:Stage IVA, alive, 278 days	1676.1
TCGA-DQ-5624-01A	43 years, female, white, stage:'--, alive, 1778 days	1672.8
TCGA-MZ-A6I9-01A	68 years, male, white, stage:'--, dead, 489 days	1665.3
TCGA-CV-7250-01A	64 years, male, white, stage:Stage IVA, dead, 2900 days	1662.5
TCGA-CQ-6229-01A	61 years, male, white, stage:Stage II, alive, 1179 days	1658.5
TCGA-CQ-7068-01A	80 years, female, white, stage:Stage II, alive, 1309 days	1655.7
TCGA-BB-A5HZ-01A	65 years, male, white, stage:Stage IVA, alive, 827 days	1649.9
TCGA-CR-6492-01A	78 years, male, white, stage:Stage III, alive, 479 days	1647.0
TCGA-D6-A6EQ-01A	57 years, male, white, stage:Stage IVA, alive, 368 days	1646.9
TCGA-HD-7753-01A	62 years, male, black or african american, stage:Stage I, alive, 866 days	1645.1
TCGA-H7-8502-01A	50 years, male, white, stage:Stage IVA, alive, 458 days	1643.7
TCGA-CV-7568-01A	48 years, female, white, stage:Stage IVA, dead, 927 days	1631.5
TCGA-BA-A6DB-01A	24 years, female, white, stage:Stage I, alive, 216 days	1622.1
TCGA-T2-A6WZ-01A	53 years, male, white, stage:'--, dead, 484 days	1620.5
TCGA-CR-7380-01A	58 years, male, white, stage:Stage IVB, dead, 606 days	1616.4
TCGA-IQ-A6SH-01A	55 years, male, black or african american, stage:Stage III, alive, 471 days	1596.5
TCGA-RS-A6TP-01A	58 years, male, white, stage:Stage II, alive, 516 days	1587.4
TCGA-QK-A6V9-01A	56 years, male, white, stage:Stage II, alive, 833 days	1583.3
TCGA-IQ-A61I-01A	63 years, male, black or african american, stage:Stage IVA, dead, 2 days	1581.9
TCGA-F7-8489-01A	48 years, male, white, stage:Stage II, alive, 658 days	1575.8
TCGA-QK-A6IJ-01A	71 years, male, white, stage:Stage III, alive, 387 days	1552.3
TCGA-HD-A634-01A	56 years, male, white, stage:Stage IVA, dead, 130 days	1545.9
TCGA-BA-6871-01A	75 years, male, white, stage:'--, dead, 108 days	1540.3
TCGA-CV-A6K1-01A	65 years, male, white, stage:Stage IVA, alive, 685 days	1501.5
TCGA-BB-A6UO-01A	61 years, female, white, stage:Stage IVA, dead, 268 days	1493.3
TCGA-CV-6959-01A	48 years, male, white, stage:Stage III, dead, 256 days	1492.2
TCGA-QK-A652-01A	60 years, male, white, stage:Stage III, alive, 645 days	1481.4
TCGA-IQ-A61E-01A	55 years, female, white, stage:Stage III, alive, 1147 days	1480.7
TCGA-BB-4217-01A	68 years, male, black or african american, stage:Stage IVA, alive, 187 days	1475.3
TCGA-IQ-A61J-01A	54 years, male, white, stage:Stage IVA, alive, 1021 days	1473.5
TCGA-CN-5355-01A	64 years, male, black or african american, stage:Stage IVA, alive, 1278 days	1457.2
TCGA-F7-A622-01A	75 years, male, white, stage:Stage III, dead, 359 days	1454.0
TCGA-CR-7394-01A	70 years, male, white, stage:Stage IVA, alive, 1346 days	1448.2
TCGA-CR-6471-01A	58 years, male, white, stage:Stage IVA, dead, 1202 days	1447.6
TCGA-P3-A6T5-01A	79 years, female, white, stage:Stage IVA, dead, 882 days	1443.4
TCGA-CQ-A4C6-01A	63 years, male, asian, stage:Stage II, alive, 1353 days	1439.4
TCGA-CR-7368-01A	54 years, male, white, stage:Stage IVA, alive, 1245 days	1435.1
TCGA-HL-7533-01A	65 years, male, white, stage:'--, alive, 1057 days	1431.0
TCGA-HD-A6I0-01A	56 years, male, white, stage:Stage IVA, alive, 210 days	1412.1
TCGA-D6-6827-01A	55 years, female, white, stage:Stage I, alive, 568 days	1408.8
TCGA-CQ-6218-01A	52 years, female, white, stage:Stage IVA, alive, 1253 days	1406.5
TCGA-CR-7393-01A	26 years, male, white, stage:Stage III, alive, 993 days	1400.4
TCGA-CN-5374-01A	56 years, female, white, stage:Stage IVA, dead, 1732 days	1395.7
TCGA-CN-4733-01A	61 years, male, white, stage:Stage III, alive, 1586 days	1395.7
TCGA-MT-A51X-01A	30 years, male, white, stage:Stage IVA, alive, 242 days	1391.7
TCGA-F7-A61V-01A	54 years, male, white, stage:Stage II, alive, 759 days	1385.4
TCGA-BB-8601-01A	84 years, male, black or african american, stage:Stage III, alive, 624 days	1384.3
TCGA-BA-5556-01A	58 years, female, white, stage:Stage II, alive, 725 days	1383.8
TCGA-CX-7086-01A	53 years, male, black or african american, stage:Stage III, alive, 573 days	1383.2
TCGA-CV-5970-01A	59 years, male, white, stage:Stage IVA, dead, 406 days	1380.6
TCGA-CV-7440-01A	38 years, male, white, stage:Stage II, dead, 675 days	1378.5
TCGA-CV-A45Q-01A	69 years, female, white, stage:'--, dead, 5152 days	1357.8
TCGA-CR-7398-01A	53 years, female, white, stage:Stage II, alive, 156 days	1355.0
TCGA-CN-A641-01A	47 years, male, white, stage:Stage IVA, alive, 367 days	1352.8
TCGA-CN-A49C-01A	67 years, male, white, stage:'--, alive, 645 days	1342.6
TCGA-CQ-5323-01A	82 years, male, white, stage:Stage I, alive, 1466 days	1338.2
TCGA-H7-A6C4-01A	35 years, female, white, stage:Stage IVA, dead, 414 days	1328.1
TCGA-CQ-7069-01A	77 years, female, white, stage:Stage II, alive, 1274 days	1325.6
TCGA-CR-7372-01A	45 years, male, white, stage:Stage I, alive, 759 days	1320.5
TCGA-CV-7247-01A	55 years, male, white, stage:Stage III, dead, 577 days	1315.0
TCGA-F7-A61W-01A	51 years, male, asian, stage:Stage IVA, alive, 14 days	1308.8
TCGA-CV-6436-01A	62 years, male, white, stage:Stage IVA, alive, 1899 days	1307.0
TCGA-CN-A498-01A	61 years, female, white, stage:Stage III, dead, 773 days	1299.8
TCGA-CN-A63U-01A	50 years, male, white, stage:Stage IVA, alive, 964 days	1298.5
TCGA-CR-7401-01A	64 years, male, white, stage:Stage I, alive, 1077 days	1297.5
TCGA-CV-7434-01A	64 years, male, white, stage:Stage IVA, dead, 218 days	1283.5
TCGA-CN-A642-01A	57 years, male, white, stage:Stage IVB, dead, 82 days	1282.0
TCGA-CN-4739-01A	71 years, male, white, stage:Stage IVA, dead, 1394 days	1280.6
TCGA-CR-6473-01A	68 years, male, white, stage:'--, alive, 1125 days	1278.2
TCGA-WA-A7GZ-01A	58 years, male, white, stage:'--, dead, 625 days	1257.9
TCGA-HD-7832-01A	52 years, male, white, stage:Stage IVA, alive, 836 days	1242.6
TCGA-HD-A633-01A	74 years, male, white, stage:Stage IVA, alive, 421 days	1237.8
TCGA-D6-8569-01A	52 years, male, white, stage:Stage II, alive, 770 days	1234.1
TCGA-D6-A4Z9-01A	59 years, male, white, stage:Stage IVA, alive, 539 days	1228.7
TCGA-CV-7183-01A	53 years, male, white, stage:Stage II, alive, 3981 days	1215.6
TCGA-IQ-7631-01A	60 years, female, white, stage:Stage II, alive, 1172 days	1208.4
TCGA-CV-5977-01A	66 years, male, white, stage:Stage IVA, alive, 1840 days	1184.7
TCGA-BA-A4IF-01A	59 years, male, white, stage:'--, alive, 895 days	1181.0
TCGA-D6-A6ES-01A	50 years, male, white, stage:Stage IVA, alive, 389 days	1168.0
TCGA-CR-5249-01A	35 years, female, white, stage:Stage II, alive, 1152 days	1164.6
TCGA-CR-7374-01A	67 years, female, white, stage:'--, alive, 30 days	1162.8
TCGA-CV-A45O-01A	57 years, male, white, stage:'--, alive, 851 days	1146.6
TCGA-CR-7402-01A	68 years, male, white, stage:'--, alive, 911 days	1133.6
TCGA-CR-6491-01A	60 years, male, black or african american, stage:Stage IVA, alive, 693 days	1126.3
TCGA-C9-A47Z-01A	72 years, female, asian, stage:Stage III, dead, 191 days	1109.7
TCGA-CQ-6223-01A	69 years, male, white, stage:Stage II, alive, 1428 days	1099.2
TCGA-CV-6441-01A	60 years, male, white, stage:Stage III, dead, 292 days	1095.1
TCGA-CN-6988-01A	47 years, male, white, stage:Stage IVA, alive, 318 days	1090.7
TCGA-CN-4734-01A	70 years, male, white, stage:Stage II, alive, 1690 days	1090.0
TCGA-P3-A5QE-01A	49 years, male, white, stage:Stage III, alive, 1559 days	1081.6
TCGA-P3-A6T7-01A	55 years, male, white, stage:Stage IVA, dead, 487 days	1064.6
TCGA-D6-A6EK-01A	67 years, male, white, stage:Stage III, alive, 875 days	1060.6
TCGA-CR-7365-01A	60 years, male, white, stage:Stage IVA, alive, 1191 days	1059.3
TCGA-T2-A6X2-01A	82 years, male, white, stage:Stage III, alive, 987 days	1040.4
TCGA-CN-5373-01A	55 years, female, white, stage:Stage I, alive, 1584 days	1032.5
TCGA-BA-5151-01A	72 years, male, white, stage:Stage IVA, alive, 722 days	1023.4
TCGA-CV-A465-01A	24 years, male, white, stage:Stage III, dead, 215 days	1018.3
TCGA-F7-A50J-01A	67 years, female, white, stage:Stage III, alive, 947 days	1014.7
TCGA-CR-5250-01A	71 years, male, white, stage:'--, alive, 799 days	998.9
TCGA-CV-7180-01A	34 years, male, white, stage:Stage II, dead, 327 days	985.1
TCGA-CV-6953-01A	80 years, female, white, stage:Stage III, dead, 1641 days	975.1
TCGA-F7-A61S-01A	62 years, male, white, stage:Stage III, alive, 576 days	962.4
TCGA-CV-A45X-01A	47 years, male, white, stage:Stage IVA, dead, 198 days	948.5
TCGA-HD-A4C1-01A	41 years, female, black or african american, stage:Stage IVA, alive, 11 days	944.7
TCGA-CN-5356-01A	56 years, male, white, stage:Stage III, alive, 1409 days	944.4
TCGA-CN-4725-01A	60 years, male, white, stage:Stage II, alive, 1157 days	935.7
TCGA-CN-4722-01A	61 years, female, white, stage:Stage II, alive, 1483 days	933.5
TCGA-CV-A6JN-01A	53 years, male, white, stage:'--, alive, 906 days	932.3
TCGA-CN-A6V7-01A	40 years, male, white, stage:Stage IVA, alive, 594 days	929.7
TCGA-CV-7425-01A	77 years, female, white, stage:Stage III, dead, 1718 days	928.4
TCGA-CV-A45P-01A	82 years, female, white, stage:Stage I, alive, 639 days	909.0
TCGA-CV-7423-01A	65 years, male, white, stage:Stage II, dead, 3059 days	903.2
TCGA-HD-7229-01A	60 years, male, white, stage:Stage IVA, alive, 1027 days	901.1
TCGA-QK-A64Z-01A	79 years, female, white, stage:Stage IVA, dead, 641 days	899.9
TCGA-MT-A51W-01A	52 years, female, white, stage:Stage I, alive, 437 days	892.5
TCGA-CV-A6JY-01A	69 years, male, white, stage:Stage IVA, alive, 646 days	870.0
TCGA-CQ-7071-01A	76 years, female, white, stage:Stage III, alive, 1311 days	862.0
TCGA-F7-A620-01A	47 years, male, white, stage:Stage III, alive, 543 days	853.2
TCGA-P3-A6T2-01A	45 years, male, white, stage:Stage IVA, alive, 2298 days	851.8
TCGA-CV-5439-01A	62 years, male, white, stage:Stage IVA, dead, 546 days	850.8
TCGA-CN-A6V3-01A	61 years, male, white, stage:Stage IVA, alive, 742 days	841.7
TCGA-UF-A71D-01A	54 years, female, white, stage:Stage IVA, alive, 1461 days	840.9
TCGA-D6-6517-01A	59 years, male, white, stage:Stage III, alive, 292 days	831.1
TCGA-BA-4076-01A	39 years, male, white, stage:'--, dead, 415 days	818.4
TCGA-BA-A6DI-01A	62 years, male, black or african american, stage:'--, dead, 336 days	810.5
TCGA-CV-7089-01A	74 years, male, white, stage:Stage IVA, dead, 1972 days	761.2
TCGA-BA-6870-01A	60 years, female, black or african american, stage:'--, dead, 451 days	756.1
TCGA-CR-6480-01A	53 years, male, white, stage:'--, alive, 362 days	731.9
TCGA-D6-6516-01A	69 years, male, white, stage:Stage I, alive, 773 days	702.1
TCGA-TN-A7HJ-01A	51 years, male, white, stage:Stage IVA, alive, 403 days	687.1
TCGA-CN-6998-01A	53 years, male, white, stage:Stage IVA, dead, 357 days	666.7
TCGA-CV-6952-01A	65 years, female, white, stage:Stage IVA, dead, 185 days	665.0
TCGA-CV-7411-01A	64 years, female, white, stage:Stage IVA, dead, 2717 days	641.3
TCGA-CQ-6220-01A	69 years, male, white, stage:Stage III, dead, 985 days	629.1
TCGA-CQ-A4CE-01A	76 years, female, stage:Stage II, alive, 897 days	626.5
TCGA-CV-7430-01A	56 years, male, white, stage:Stage IVA, dead, 495 days	625.6
TCGA-IQ-7632-01A	68 years, female, white, stage:Stage IVA, alive, 441 days	587.5
TCGA-UF-A7JC-01A	42 years, male, white, stage:Stage IVA, dead, 546 days	587.1
TCGA-HD-8634-01A	51 years, female, white, stage:Stage I, dead, 385 days	546.4
TCGA-CV-A463-01A	82 years, female, white, stage:Stage IVA, dead, 23 days	478.8
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HEAD AND NECK SQUAMOUS CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

183

Samples

Sample ID	Sample type	nRPX
CPT0235470002	Normal	3.0
CPT0226340003	Tumor	2.2
CPT0278700002	Normal	2.0
CPT0246620003	Tumor	1.9
CPT0245130003	Tumor	1.6
CPT0190850003	Tumor	1.3
CPT0245140003	Normal	1.1
CPT0013250003	Normal	1.1
CPT0245230004	Tumor	1.0
CPT0201830004	Tumor	1.0
CPT0163250003	Normal	1.0
CPT0013210004	Tumor	1.0
CPT0169890003	Tumor	0.9
CPT0008930003	Tumor	0.9
CPT0199710003	Normal	0.9
CPT0229220002	Normal	0.9
CPT0245400003	Tumor	0.9
C3N-04279-05	Normal	0.9
CPT0163910003	Tumor	0.8
CPT0163530003	Tumor	0.8
CPT0013030003	Normal	0.8
CPT0013130003	Tumor	0.8
CPT0241980004	Tumor	0.8
CPT0013000004	Tumor	0.8
CPT0084650004	Normal	0.7
CPT0011290003	Tumor	0.7
CPT0237620004	Tumor	0.7
CPT0242000004	Normal	0.7
CPT0024810003	Tumor	0.7
CPT0163840003	Tumor	0.6
CPT0245350003	Tumor	0.6
CPT0094560004	Tumor	0.6
CPT0237150003	Normal	0.6
CPT0008960003	Normal	0.6
CPT0163340003	Tumor	0.6
CPT0207870004	Tumor	0.6
CPT0245550003	Tumor	0.5
CPT0176770003	Tumor	0.5
CPT0243090003	Tumor	0.5
CPT0245060004	Tumor	0.5
CPT0245730003	Tumor	0.5
C3N-01758-04	Normal	0.5
CPT0245560003	Normal	0.4
CPT0281470002	Normal	0.4
CPT0013430003	Tumor	0.4
CPT0088430003	Normal	0.4
CPT0190860003	Normal	0.4
CPT0237640003	Normal	0.4
CPT0195680003	Tumor	0.3
CPT0163490003	Normal	0.3
CPT0084630009	Tumor	0.3
CPT0261520003	Tumor	0.3
CPT0194260003	Normal	0.3
CPT0163600003	Tumor	0.3
CPT0237130004	Tumor	0.3
CPT0237500003	Normal	0.3
CPT0226390003	Tumor	0.3
CPT0236870003	Normal	0.3
CPT0011320003	Normal	0.2
CPT0236850004	Tumor	0.2
CPT0177200003	Tumor	0.2
CPT0169740004	Normal	0.2
CPT0194960003	Tumor	0.2
CPT0194420003	Tumor	0.2
CPT0245300003	Tumor	0.2
CPT0088410003	Tumor	0.1
C3N-04275-05	Normal	0.1
CPT0245180003	Tumor	0.1
CPT0199880003	Tumor	0.1
CPT0199820003	Tumor	0.1
CPT0226270003	Normal	0.1
CPT0123260003	Tumor	0.1
CPT0123180003	Tumor	0.1
CPT0195860003	Tumor	0.0
CPT0008630003	Tumor	0.0
C3N-04276-06	Normal	0.0
CPT0245680003	Tumor	0.0
CPT0127050003	Tumor	0.0
CPT0163410003	Tumor	0.0
CPT0169730003	Tumor	0.0
CPT0226400003	Normal	-0.1
CPT0226440003	Tumor	-0.1
CPT0163430003	Normal	-0.1
CPT0245410003	Normal	-0.1
CPT0163790003	Tumor	-0.1
CPT0163170003	Normal	-0.1
CPT0194790003	Tumor	-0.1
CPT0195880003	Normal	-0.1
CPT0095040003	Tumor	-0.2
CPT0013460003	Normal	-0.2
CPT0236640003	Normal	-0.2
CPT0169920003	Normal	-0.2
CPT0194250003	Tumor	-0.2
CPT0163480003	Tumor	-0.2
CPT0201860004	Normal	-0.2
CPT0222180003	Tumor	-0.2
CPT0163860003	Normal	-0.2
CPT0235920003	Normal	-0.2
CPT0184530003	Tumor	-0.2
CPT0243140004	Normal	-0.2
CPT0087820003	Tumor	-0.2
CPT0194800003	Normal	-0.2
CPT0162990004	Tumor	-0.2
CPT0244890004	Tumor	-0.2
CPT0011130005	Tumor	-0.2
CPT0246670003	Tumor	-0.2
CPT0235910003	Tumor	-0.2
CPT0163800003	Normal	-0.3
CPT0222360003	Tumor	-0.3
CPT0226450003	Normal	-0.3
CPT0163090003	Tumor	-0.3
CPT0094420004	Tumor	-0.3
CPT0248330003	Tumor	-0.3
CPT0163160003	Tumor	-0.3
C3N-01620-05	Normal	-0.3
CPT0162890003	Tumor	-0.3
CPT0088080003	Normal	-0.3
CPT0237480004	Tumor	-0.3
CPT0246540003	Tumor	-0.3
CPT0008520008	Tumor	-0.4
CPT0245450003	Tumor	-0.4
CPT0163020003	Normal	-0.4
CPT0245020003	Normal	-0.4
CPT0223970003	Tumor	-0.4
CPT0169640003	Tumor	-0.4
CPT0163650003	Tumor	-0.4
CPT0094350004	Tumor	-0.4
CPT0248520003	Tumor	-0.4
CPT0236620003	Tumor	-0.4
CPT0226250004	Tumor	-0.5
CPT0088060004	Tumor	-0.5
CPT0223460003	Normal	-0.5
CPT0222200003	Normal	-0.5
CPT0245190003	Normal	-0.5
CPT0199700003	Tumor	-0.5
CPT0094580003	Normal	-0.5
CPT0094280004	Tumor	-0.5
CPT0196210003	Tumor	-0.5
CPT0245010003	Tumor	-0.5
CPT0250310003	Tumor	-0.5
CPT0177710003	Tumor	-0.6
CPT0123280003	Normal	-0.6
CPT0177220003	Normal	-0.6
CPT0220620003	Normal	-0.6
CPT0226130003	Tumor	-0.6
CPT0223450003	Tumor	-0.6
CPT0248350003	Normal	-0.6
CPT0088010003	Normal	-0.7
CPT0163240003	Tumor	-0.7
CPT0245600003	Tumor	-0.7
CPT0226030003	Tumor	-0.7
CPT0220610003	Tumor	-0.7
CPT0177010003	Tumor	-0.7
CPT0123190003	Normal	-0.7
CPT0196040003	Tumor	-0.7
CPT0256560003	Tumor	-0.8
CPT0199890003	Normal	-0.8
C3N-00295-05	Normal	-0.8
CPT0177390003	Tumor	-0.8
CPT0226350003	Normal	-0.8
CPT0245630003	Tumor	-0.9
CPT0245460003	Normal	-0.9
CPT0195700003	Normal	-0.9
CPT0163740003	Tumor	-0.9
C3N-01859-04	Normal	-0.9
C3N-02693-06	Normal	-0.9
CPT0087990003	Tumor	-0.9
C3N-00857-05	Normal	-1.0
CPT0196060003	Normal	-1.0
CPT0163720003	Normal	-1.0
CPT0245500003	Tumor	-1.0
CPT0199830003	Normal	-1.0
CPT0094490004	Tumor	-1.0
CPT0226090003	Normal	-1.3
CPT0163610003	Normal	-1.3
CPT0246590003	Tumor	-1.3
CPT0244940004	Tumor	-1.3
CPT0235460003	Tumor	-1.6
CPT0162940003	Tumor	-2.2
CPT0229230003	Normal	N/A
CPT0169750003	Normal	N/A
CPT0229210003	Tumor	N/A
CPT0229190003	Tumor	N/A
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HEAD AND NECK CANCER - Protein expressionⁱ A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here. Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.

Antibody stainingⁱ Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells. Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.	Antibody HPA041602	Antibody CAB020769
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
Adenocarcinoma, NOS Adenoma, NOS