Expression of CSTB 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

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 3332.26

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

3036.8

Number of samples

492

Samples

Sample	Description	pTPM
TCGA-CR-7391-01A	36 years, female, white, stage:Stage I, alive, 913 days	15289.4
TCGA-CV-6955-01A	74 years, female, white, stage:Stage II, dead, 334 days	14086.2
TCGA-CR-7393-01A	26 years, male, white, stage:Stage III, alive, 993 days	13687.0
TCGA-CV-7089-01A	74 years, male, white, stage:Stage IVA, dead, 1972 days	13387.7
TCGA-P3-A5QF-01A	49 years, male, white, stage:Stage IVA, dead, 330 days	11959.2
TCGA-CV-A45P-01A	82 years, female, white, stage:Stage I, alive, 639 days	11502.7
TCGA-CV-7183-01A	53 years, male, white, stage:Stage II, alive, 3981 days	11360.8
TCGA-CR-7397-01A	44 years, male, white, stage:Stage IVA, alive, 754 days	11257.9
TCGA-CV-6436-01A	62 years, male, white, stage:Stage IVA, alive, 1899 days	11132.0
TCGA-BA-5557-01A	41 years, female, stage:Stage III, alive, 623 days	10723.0
TCGA-QK-A6VC-01A	62 years, female, black or african american, stage:Stage IVA, alive, 600 days	10409.8
TCGA-CN-6020-01A	58 years, male, black or african american, stage:Stage III, dead, 205 days	10303.2
TCGA-CV-A468-01A	42 years, male, stage:Stage IVA, dead, 464 days	10189.6
TCGA-CV-7253-01A	58 years, male, black or african american, stage:Stage IVA, dead, 361 days	10130.2
TCGA-HD-8634-01A	51 years, female, white, stage:Stage I, dead, 385 days	9799.4
TCGA-H7-7774-01A	75 years, female, white, stage:Stage IVA, alive, 407 days	9419.7
TCGA-BA-A6DL-01A	59 years, male, white, stage:'--, alive, 623 days	9032.4
TCGA-CV-A45V-01A	87 years, female, white, stage:Stage IVA, dead, 32 days	8858.5
TCGA-CV-7411-01A	64 years, female, white, stage:Stage IVA, dead, 2717 days	8853.6
TCGA-MT-A67F-01A	60 years, female, white, stage:Stage IVA, alive, 384 days	8842.2
TCGA-CV-7250-01A	64 years, male, white, stage:Stage IVA, dead, 2900 days	8644.9
TCGA-QK-A8Z8-01A	60 years, female, black or african american, stage:Stage IVC, dead, 171 days	8557.4
TCGA-CQ-7071-01A	76 years, female, white, stage:Stage III, alive, 1311 days	8432.2
TCGA-CN-6998-01A	53 years, male, white, stage:Stage IVA, dead, 357 days	8336.9
TCGA-CV-A45O-01A	57 years, male, white, stage:'--, alive, 851 days	8313.8
TCGA-BA-A4II-01A	46 years, male, white, stage:Stage II, alive, 918 days	8309.0
TCGA-CR-7368-01A	54 years, male, white, stage:Stage IVA, alive, 1245 days	8222.4
TCGA-BA-5152-01A	56 years, male, white, stage:Stage IVA, alive, 1288 days	8126.2
TCGA-CV-7180-01A	34 years, male, white, stage:Stage II, dead, 327 days	7975.6
TCGA-HD-A4C1-01A	41 years, female, black or african american, stage:Stage IVA, alive, 11 days	7883.5
TCGA-CQ-6225-01A	65 years, male, white, stage:Stage III, dead, 403 days	7857.3
TCGA-D6-A6EO-01A	44 years, male, white, stage:Stage IVA, alive, 759 days	7643.6
TCGA-CN-A49C-01A	67 years, male, white, stage:'--, alive, 645 days	7642.6
TCGA-MT-A51W-01A	52 years, female, white, stage:Stage I, alive, 437 days	7640.2
TCGA-F7-A622-01A	75 years, male, white, stage:Stage III, dead, 359 days	7634.6
TCGA-CN-4734-01A	70 years, male, white, stage:Stage II, alive, 1690 days	7510.9
TCGA-TN-A7HJ-01A	51 years, male, white, stage:Stage IVA, alive, 403 days	7274.4
TCGA-BA-A6DB-01A	24 years, female, white, stage:Stage I, alive, 216 days	7226.3
TCGA-BB-A6UM-01A	52 years, male, white, stage:Stage III, alive, 393 days	7203.2
TCGA-H7-A6C4-01A	35 years, female, white, stage:Stage IVA, dead, 414 days	7033.6
TCGA-CN-5373-01A	55 years, female, white, stage:Stage I, alive, 1584 days	7000.7
TCGA-CR-7395-01A	80 years, female, white, stage:Stage II, alive, 930 days	6946.6
TCGA-IQ-A6SG-01A	61 years, female, white, stage:Stage III, alive, 579 days	6937.2
TCGA-CQ-6228-01A	71 years, female, white, stage:Stage IVA, dead, 456 days	6917.8
TCGA-BA-A6DA-01A	41 years, female, white, stage:Stage IVA, alive, 351 days	6750.7
TCGA-UF-A71D-01A	54 years, female, white, stage:Stage IVA, alive, 1461 days	6705.7
TCGA-F7-A50J-01A	67 years, female, white, stage:Stage III, alive, 947 days	6597.9
TCGA-C9-A47Z-01A	72 years, female, asian, stage:Stage III, dead, 191 days	6463.0
TCGA-KU-A6H8-01A	41 years, male, white, stage:Stage IVA, dead, 327 days	6392.0
TCGA-CV-6953-01A	80 years, female, white, stage:Stage III, dead, 1641 days	6275.7
TCGA-CV-7427-01A	73 years, female, white, stage:Stage II, dead, 4760 days	6240.9
TCGA-CV-A45X-01A	47 years, male, white, stage:Stage IVA, dead, 198 days	6174.7
TCGA-CQ-6218-01A	52 years, female, white, stage:Stage IVA, alive, 1253 days	6162.4
TCGA-CR-6492-01A	78 years, male, white, stage:Stage III, alive, 479 days	5927.5
TCGA-MZ-A6I9-01A	68 years, male, white, stage:'--, dead, 489 days	5921.4
TCGA-CV-6952-01A	65 years, female, white, stage:Stage IVA, dead, 185 days	5917.4
TCGA-CN-A641-01A	47 years, male, white, stage:Stage IVA, alive, 367 days	5887.8
TCGA-CR-7394-01A	70 years, male, white, stage:Stage IVA, alive, 1346 days	5859.7
TCGA-CQ-A4CE-01A	76 years, female, stage:Stage II, alive, 897 days	5858.2
TCGA-CN-4722-01A	61 years, female, white, stage:Stage II, alive, 1483 days	5820.7
TCGA-CN-6021-01A	63 years, female, white, stage:'--, dead, 276 days	5820.6
TCGA-CQ-6229-01A	61 years, male, white, stage:Stage II, alive, 1179 days	5814.5
TCGA-CV-A45T-01A	64 years, female, white, stage:'--, dead, 4856 days	5810.9
TCGA-CQ-5324-01A	59 years, male, white, stage:Stage III, alive, 1593 days	5782.9
TCGA-CN-6024-01A	66 years, male, white, stage:Stage IVA, dead, 337 days	5765.8
TCGA-CV-7414-01A	78 years, male, white, stage:Stage IVA, dead, 14 days	5714.1
TCGA-UF-A7JC-01A	42 years, male, white, stage:Stage IVA, dead, 546 days	5706.9
TCGA-P3-A6T7-01A	55 years, male, white, stage:Stage IVA, dead, 487 days	5595.5
TCGA-CV-A45R-01A	46 years, male, white, stage:Stage III, alive, 5480 days	5587.8
TCGA-F7-A623-01A	70 years, male, white, stage:Stage IVA, alive, 616 days	5585.0
TCGA-BA-5151-01A	72 years, male, white, stage:Stage IVA, alive, 722 days	5560.3
TCGA-BA-A6DI-01A	62 years, male, black or african american, stage:'--, dead, 336 days	5545.9
TCGA-CN-6988-01A	47 years, male, white, stage:Stage IVA, alive, 318 days	5523.2
TCGA-BA-A6DD-01A	44 years, male, black or african american, stage:Stage IVA, dead, 173 days	5474.0
TCGA-CN-5356-01A	56 years, male, white, stage:Stage III, alive, 1409 days	5458.6
TCGA-CN-4727-01A	56 years, male, white, stage:Stage IVA, alive, 1560 days	5451.1
TCGA-CQ-5327-01A	61 years, female, asian, stage:Stage IVA, alive, 1660 days	5405.8
TCGA-CV-A465-01A	24 years, male, white, stage:Stage III, dead, 215 days	5363.3
TCGA-CQ-6220-01A	69 years, male, white, stage:Stage III, dead, 985 days	5341.0
TCGA-BA-A6DJ-01A	62 years, male, asian, stage:Stage IVA, dead, 407 days	5314.6
TCGA-CR-7390-01A	67 years, male, white, stage:Stage IVA, alive, 1508 days	5292.2
TCGA-CR-6491-01A	60 years, male, black or african american, stage:Stage IVA, alive, 693 days	5259.6
TCGA-CV-5441-01A	58 years, male, white, stage:Stage IVA, alive, 2886 days	5190.3
TCGA-CQ-5331-01A	73 years, female, white, stage:'--, alive, 1399 days	5184.7
TCGA-QK-A6V9-01A	56 years, male, white, stage:Stage II, alive, 833 days	5169.3
TCGA-CV-7430-01A	56 years, male, white, stage:Stage IVA, dead, 495 days	5088.3
TCGA-CV-A6K1-01A	65 years, male, white, stage:Stage IVA, alive, 685 days	5088.0
TCGA-IQ-7632-01A	68 years, female, white, stage:Stage IVA, alive, 441 days	5065.1
TCGA-CX-7085-01A	77 years, female, white, stage:Stage I, alive, 321 days	5051.2
TCGA-CQ-6222-01A	63 years, male, white, stage:Stage IVA, alive, 2016 days	5045.6
TCGA-CV-6945-01A	41 years, male, white, stage:Stage IVA, dead, 366 days	5021.7
TCGA-CN-5364-01A	55 years, male, white, stage:Stage IVA, dead, 493 days	5020.3
TCGA-CV-7252-01A	62 years, female, black or african american, stage:Stage IVA, dead, 151 days	4996.8
TCGA-CR-7385-01A	42 years, male, white, stage:'--, alive, 997 days	4976.7
TCGA-BB-A6UO-01A	61 years, female, white, stage:Stage IVA, dead, 268 days	4917.9
TCGA-CV-7095-01A	87 years, female, stage:Stage II, dead, 572 days	4883.5
TCGA-CV-7433-01A	49 years, male, white, stage:Stage IVA, dead, 601 days	4862.4
TCGA-CR-7372-01A	45 years, male, white, stage:Stage I, alive, 759 days	4854.5
TCGA-MT-A51X-01A	30 years, male, white, stage:Stage IVA, alive, 242 days	4829.4
TCGA-CV-A6K2-01A	79 years, male, white, stage:Stage IVA, dead, 317 days	4810.4
TCGA-CQ-7063-01A	59 years, female, white, stage:Stage I, alive, 2133 days	4783.8
TCGA-CV-6943-01A	74 years, male, white, stage:Stage III, dead, 602 days	4737.8
TCGA-CQ-6227-01A	77 years, male, white, stage:Stage IVA, dead, 129 days	4681.8
TCGA-CR-7364-01A	66 years, male, white, stage:Stage III, alive, 1435 days	4662.5
TCGA-CV-A6JY-01A	69 years, male, white, stage:Stage IVA, alive, 646 days	4655.4
TCGA-CN-5369-01A	90 years, female, white, stage:Stage IVA, dead, 1 days	4645.8
TCGA-BA-4076-01A	39 years, male, white, stage:'--, dead, 415 days	4615.9
TCGA-BA-6869-01A	62 years, male, white, stage:Stage III, alive, 644 days	4599.5
TCGA-CN-4729-01A	73 years, male, white, stage:Stage III, alive, 392 days	4540.3
TCGA-CN-6995-01A	78 years, male, white, stage:Stage IVA, dead, 112 days	4536.9
TCGA-CR-7369-01A	59 years, male, white, stage:Stage IVA, dead, 1090 days	4504.2
TCGA-CN-5374-01A	56 years, female, white, stage:Stage IVA, dead, 1732 days	4498.4
TCGA-F7-A50G-01A	66 years, male, white, stage:Stage III, alive, 616 days	4486.3
TCGA-H7-A76A-01A	57 years, male, white, stage:'--, alive, 637 days	4458.4
TCGA-MT-A67D-01A	55 years, male, white, stage:Stage II, alive, 56 days	4443.3
TCGA-CR-7401-01A	64 years, male, white, stage:Stage I, alive, 1077 days	4418.9
TCGA-UF-A719-01A	54 years, male, stage:Stage II, alive, 1663 days	4416.6
TCGA-CV-6933-01A	53 years, male, white, stage:Stage III, dead, 2741 days	4412.2
TCGA-CV-7425-01A	77 years, female, white, stage:Stage III, dead, 1718 days	4367.0
TCGA-MZ-A7D7-01A	51 years, male, white, stage:Stage IVA, alive, 547 days	4343.3
TCGA-HD-8314-01A	58 years, male, white, stage:Stage III, alive, 670 days	4333.4
TCGA-BB-A5HZ-01A	65 years, male, white, stage:Stage IVA, alive, 827 days	4333.0
TCGA-CR-7377-01A	58 years, male, white, stage:Stage IVA, dead, 279 days	4324.3
TCGA-D6-A6EK-01A	67 years, male, white, stage:Stage III, alive, 875 days	4316.6
TCGA-CV-6940-01A	80 years, female, white, stage:Stage III, dead, 804 days	4310.9
TCGA-CX-7086-01A	53 years, male, black or african american, stage:Stage III, alive, 573 days	4306.3
TCGA-P3-A5QE-01A	49 years, male, white, stage:Stage III, alive, 1559 days	4240.6
TCGA-CV-6954-01A	59 years, male, black or african american, stage:Stage IVA, dead, 2002 days	4225.1
TCGA-F7-A61S-01A	62 years, male, white, stage:Stage III, alive, 576 days	4202.7
TCGA-CV-6941-01A	51 years, male, white, stage:Stage III, dead, 342 days	4180.3
TCGA-BA-A4IG-01A	77 years, male, white, stage:'--, alive, 855 days	4161.3
TCGA-BA-5556-01A	58 years, female, white, stage:Stage II, alive, 725 days	4150.6
TCGA-QK-A652-01A	60 years, male, white, stage:Stage III, alive, 645 days	4133.6
TCGA-QK-A6IJ-01A	71 years, male, white, stage:Stage III, alive, 387 days	4122.8
TCGA-F7-7848-01A	47 years, male, white, stage:Stage IVA, alive, 1131 days	4120.6
TCGA-BA-A6DE-01A	70 years, female, white, stage:Stage II, alive, 440 days	4062.0
TCGA-CN-A6V6-01A	59 years, male, white, stage:Stage IVA, alive, 635 days	4060.2
TCGA-CR-5247-01A	48 years, male, black or african american, stage:'--, alive, 358 days	4032.5
TCGA-QK-A8ZB-01A	68 years, male, black or african american, stage:Stage IVA, alive, 542 days	4019.1
TCGA-TN-A7HL-01A	59 years, male, white, stage:Stage IVA, alive, 619 days	3967.8
TCGA-BA-A4IF-01A	59 years, male, white, stage:'--, alive, 895 days	3939.5
TCGA-F7-A620-01A	47 years, male, white, stage:Stage III, alive, 543 days	3903.4
TCGA-CN-4726-01A	68 years, male, white, stage:Stage IVA, dead, 142 days	3870.5
TCGA-CR-7379-01A	78 years, female, white, stage:Stage IVA, alive, 1036 days	3858.4
TCGA-P3-A6SW-01A	50 years, male, white, stage:Stage IVB, alive, 1120 days	3844.2
TCGA-C9-A480-01A	45 years, female, asian, stage:Stage III, alive, 386 days	3842.5
TCGA-CV-5432-01A	68 years, male, white, stage:Stage III, alive, 3930 days	3793.0
TCGA-CV-A45Q-01A	69 years, female, white, stage:'--, dead, 5152 days	3725.8
TCGA-CR-5249-01A	35 years, female, white, stage:Stage II, alive, 1152 days	3724.8
TCGA-CV-7091-01A	54 years, male, white, stage:Stage I, alive, 3381 days	3715.8
TCGA-UF-A7JT-01A	72 years, female, white, stage:Stage IVA, dead, 993 days	3679.3
TCGA-UF-A7JH-01A	59 years, male, black or african american, stage:Stage IVA, alive, 896 days	3606.0
TCGA-CV-5970-01A	59 years, male, white, stage:Stage IVA, dead, 406 days	3597.8
TCGA-HD-A633-01A	74 years, male, white, stage:Stage IVA, alive, 421 days	3587.5
TCGA-CV-A6JN-01A	53 years, male, white, stage:'--, alive, 906 days	3567.6
TCGA-CR-6493-01A	69 years, male, black or african american, stage:Stage IVA, dead, 282 days	3548.6
TCGA-UF-A7JF-01A	80 years, male, white, stage:Stage IVA, alive, 1686 days	3541.0
TCGA-HD-7754-01A	69 years, male, white, stage:Stage IVA, alive, 783 days	3332.3
TCGA-CR-6471-01A	58 years, male, white, stage:Stage IVA, dead, 1202 days	3327.6
TCGA-CV-6960-01A	49 years, male, black or african american, stage:Stage III, dead, 862 days	3280.9
TCGA-CV-A461-01A	65 years, male, white, stage:'--, dead, 2064 days	3267.6
TCGA-CN-4740-01A	79 years, female, white, stage:Stage IVA, dead, 839 days	3261.4
TCGA-CN-5365-01A	38 years, male, white, stage:Stage IVB, dead, 351 days	3246.2
TCGA-CV-7423-01A	65 years, male, white, stage:Stage II, dead, 3059 days	3234.3
TCGA-F7-A61V-01A	54 years, male, white, stage:Stage II, alive, 759 days	3231.3
TCGA-HD-A6I0-01A	56 years, male, white, stage:Stage IVA, alive, 210 days	3207.3
TCGA-CN-4725-01A	60 years, male, white, stage:Stage II, alive, 1157 days	3207.1
TCGA-UP-A6WW-01A	58 years, male, white, stage:'--, alive, 518 days	3201.3
TCGA-CN-4731-01A	63 years, female, white, stage:Stage IVA, dead, 998 days	3186.7
TCGA-CN-6019-01A	61 years, male, white, stage:Stage IVA, alive, 1038 days	3186.6
TCGA-BA-A4IH-01A	57 years, male, white, stage:'--, alive, 622 days	3163.8
TCGA-CN-A498-01A	61 years, female, white, stage:Stage III, dead, 773 days	3126.1
TCGA-CV-7099-01A	85 years, female, white, stage:Stage II, dead, 243 days	3120.5
TCGA-BA-A6DG-01A	49 years, male, white, stage:'--, dead, 69 days	3086.1
TCGA-CR-6480-01A	53 years, male, white, stage:'--, alive, 362 days	3072.0
TCGA-CR-6478-01A	66 years, female, white, stage:'--, dead, 183 days	3053.1
TCGA-QK-A6II-01A	52 years, male, white, stage:Stage IVA, dead, 284 days	3042.6
TCGA-CV-7428-01A	47 years, male, white, stage:Stage IVA, dead, 1671 days	3029.5
TCGA-CV-7263-01A	64 years, male, black or african american, stage:Stage II, dead, 560 days	3026.1
TCGA-D6-A6EQ-01A	57 years, male, white, stage:Stage IVA, alive, 368 days	3025.7
TCGA-CR-6472-01A	59 years, male, white, stage:'--, alive, 1050 days	3020.1
TCGA-CR-6481-01A	47 years, male, white, stage:'--, alive, 311 days	3015.3
TCGA-IQ-A61J-01A	54 years, male, white, stage:Stage IVA, alive, 1021 days	2997.0
TCGA-CN-4741-01A	75 years, male, white, stage:Stage IVA, alive, 2239 days	2993.6
TCGA-UF-A7JJ-01A	68 years, male, stage:Stage IVA, alive, 549 days	2983.4
TCGA-CR-7386-01A	69 years, male, white, stage:Stage IVA, alive, 1430 days	2955.1
TCGA-CN-A63V-01A	59 years, male, white, stage:Stage IVA, alive, 679 days	2953.2
TCGA-D6-8569-01A	52 years, male, white, stage:Stage II, alive, 770 days	2946.2
TCGA-CN-5359-01A	59 years, male, white, stage:Stage IVA, dead, 377 days	2906.7
TCGA-BA-5558-01A	65 years, male, white, stage:'--, alive, 1995 days	2894.3
TCGA-CV-7422-01A	60 years, female, white, stage:Stage IVA, dead, 1037 days	2866.3
TCGA-BA-6872-01A	47 years, male, white, stage:'--, dead, 384 days	2860.0
TCGA-CN-A63U-01A	50 years, male, white, stage:Stage IVA, alive, 964 days	2816.6
TCGA-CV-7421-01A	76 years, male, white, stage:Stage IVA, dead, 2 days	2798.4
TCGA-D6-6516-01A	69 years, male, white, stage:Stage I, alive, 773 days	2782.8
TCGA-UF-A718-01A	62 years, male, white, stage:Stage IVA, alive, 1971 days	2750.8
TCGA-MZ-A5BI-01A	53 years, male, white, stage:'--, dead, 217 days	2731.8
TCGA-CN-A499-01A	60 years, female, white, stage:Stage II, alive, 717 days	2715.4
TCGA-CN-A63W-01A	48 years, female, white, stage:Stage IVA, dead, 377 days	2711.1
TCGA-CV-A6JT-01A	65 years, male, white, stage:Stage II, alive, 852 days	2683.5
TCGA-DQ-7588-01A	66 years, male, white, stage:'--, dead, 427 days	2668.9
TCGA-CV-6935-01A	67 years, male, white, stage:Stage IVA, dead, 295 days	2667.8
TCGA-CR-7371-01A	45 years, female, white, stage:Stage III, dead, 94 days	2659.8
TCGA-CV-7435-01A	57 years, female, white, stage:Stage IVA, dead, 4680 days	2651.8
TCGA-F7-A50I-01A	72 years, male, white, stage:Stage IVA, alive, 92 days	2616.7
TCGA-UF-A7JO-01A	79 years, female, white, stage:Stage IVA, dead, 631 days	2605.3
TCGA-CQ-5332-01A	87 years, male, white, stage:Stage III, dead, 317 days	2594.6
TCGA-IQ-A6SH-01A	55 years, male, black or african american, stage:Stage III, alive, 471 days	2587.4
TCGA-CN-A63T-01A	60 years, male, white, stage:Stage IVA, alive, 225 days	2568.4
TCGA-BB-4217-01A	68 years, male, black or african american, stage:Stage IVA, alive, 187 days	2565.1
TCGA-BA-5555-01A	54 years, male, black or african american, stage:Stage IVA, alive, 520 days	2549.2
TCGA-UF-A71B-01A	50 years, male, white, stage:Stage IVA, alive, 1506 days	2525.0
TCGA-CN-4742-01A	48 years, female, white, stage:Stage IVA, dead, 397 days	2501.3
TCGA-CV-5439-01A	62 years, male, white, stage:Stage IVA, dead, 546 days	2500.5
TCGA-D6-6827-01A	55 years, female, white, stage:Stage I, alive, 568 days	2487.8
TCGA-CQ-5325-01A	65 years, male, white, stage:Stage I, dead, 654 days	2480.4
TCGA-CN-5358-01A	60 years, male, white, stage:Stage II, dead, 261 days	2475.6
TCGA-CV-7177-01A	82 years, female, white, stage:Stage II, dead, 663 days	2473.3
TCGA-CR-5248-01A	53 years, male, white, stage:'--, alive, 1663 days	2465.9
TCGA-CV-7415-01A	60 years, male, white, stage:Stage IVA, dead, 695 days	2463.0
TCGA-RS-A6TO-01A	82 years, female, white, stage:Stage IVA, dead, 387 days	2460.9
TCGA-CR-7389-01A	55 years, male, black or african american, stage:'--, alive, 392 days	2459.7
TCGA-CV-7242-01A	60 years, female, white, stage:Stage II, alive, 1095 days	2452.4
TCGA-D6-6515-01A	82 years, female, white, stage:Stage II, dead, 403 days	2451.5
TCGA-UF-A71E-01A	63 years, male, white, stage:Stage IVA, dead, 1504 days	2448.6
TCGA-CQ-5326-01A	67 years, male, white, stage:Stage IVA, dead, 89 days	2440.8
TCGA-CN-6011-01A	57 years, male, white, stage:Stage IVA, alive, 933 days	2417.5
TCGA-CR-7404-01A	53 years, male, white, stage:'--, alive, 1472 days	2388.9
TCGA-CN-A6V3-01A	61 years, male, white, stage:Stage IVA, alive, 742 days	2387.0
TCGA-CN-5355-01A	64 years, male, black or african american, stage:Stage IVA, alive, 1278 days	2384.3
TCGA-D6-6825-01A	73 years, male, white, stage:Stage I, alive, 491 days	2379.1
TCGA-CV-7097-01A	53 years, male, white, stage:Stage II, dead, 385 days	2374.7
TCGA-CQ-5323-01A	82 years, male, white, stage:Stage I, alive, 1466 days	2372.8
TCGA-KU-A66T-01A	53 years, female, white, stage:Stage IVA, alive, 552 days	2363.6
TCGA-CN-5366-01A	51 years, male, white, stage:Stage IVA, dead, 360 days	2351.0
TCGA-CV-7413-01A	74 years, female, white, stage:Stage II, dead, 294 days	2346.4
TCGA-CV-A45Z-01A	75 years, male, white, stage:'--, dead, 1466 days	2340.8
TCGA-CV-5434-01A	60 years, male, black or african american, stage:Stage IVA, dead, 3314 days	2336.0
TCGA-HL-7533-01A	65 years, male, white, stage:'--, alive, 1057 days	2334.2
TCGA-P3-A5Q5-01A	54 years, male, white, stage:Stage IVA, alive, 910 days	2327.9
TCGA-CQ-5334-01A	87 years, male, white, stage:Stage IVA, dead, 129 days	2324.1
TCGA-CN-6013-01A	56 years, male, white, stage:Stage IVA, dead, 727 days	2311.7
TCGA-CV-A45Y-01A	61 years, male, american indian or alaska native, stage:Stage IVA, dead, 2703 days	2282.6
TCGA-CV-6962-01A	65 years, male, white, stage:Stage IVA, dead, 126 days	2278.5
TCGA-CV-7248-01A	63 years, female, black or african american, stage:Stage IVA, dead, 521 days	2276.1
TCGA-CV-7255-01A	32 years, female, white, stage:Stage IVA, dead, 64 days	2273.5
TCGA-MT-A67A-01A	85 years, female, white, stage:Stage I, alive, 914 days	2263.3
TCGA-CN-5370-01A	78 years, male, white, stage:Stage III, dead, 259 days	2248.7
TCGA-CV-6936-01A	68 years, male, white, stage:Stage IVA, dead, 166 days	2239.2
TCGA-CV-6938-01A	87 years, male, white, stage:Stage II, dead, 144 days	2231.0
TCGA-D6-6826-01A	64 years, female, white, stage:Stage IVA, dead, 348 days	2216.4
TCGA-IQ-A61I-01A	63 years, male, black or african american, stage:Stage IVA, dead, 2 days	2205.7
TCGA-CQ-6223-01A	69 years, male, white, stage:Stage II, alive, 1428 days	2205.1
TCGA-CV-A460-01A	72 years, male, white, stage:'--, dead, 1838 days	2183.7
TCGA-CV-5442-01A	76 years, female, white, stage:Stage IVA, alive, 2327 days	2178.3
TCGA-F7-A61W-01A	51 years, male, asian, stage:Stage IVA, alive, 14 days	2164.0
TCGA-CQ-7065-01A	40 years, male, asian, stage:Stage II, alive, 1628 days	2155.6
TCGA-CR-7392-01A	67 years, female, white, stage:Stage IVA, alive, 1425 days	2154.2
TCGA-CR-7365-01A	60 years, male, white, stage:Stage IVA, alive, 1191 days	2116.5
TCGA-CQ-7068-01A	80 years, female, white, stage:Stage II, alive, 1309 days	2107.3
TCGA-CV-6951-01A	57 years, male, white, stage:Stage IVA, dead, 915 days	2098.0
TCGA-P3-A6T4-01A	54 years, male, white, stage:Stage IVA, dead, 62 days	2050.8
TCGA-D6-6823-01A	50 years, male, white, stage:Stage II, alive, 701 days	2038.2
TCGA-BB-8601-01A	84 years, male, black or african american, stage:Stage III, alive, 624 days	2031.2
TCGA-CN-A6V7-01A	40 years, male, white, stage:Stage IVA, alive, 594 days	2004.8
TCGA-CQ-A4C9-01A	56 years, male, stage:Stage III, alive, 707 days	2002.3
TCGA-QK-A8ZA-01A	60 years, male, black or african american, stage:'--, dead, 371 days	2002.1
TCGA-P3-A6T5-01A	79 years, female, white, stage:Stage IVA, dead, 882 days	1998.4
TCGA-CN-A6UY-01A	57 years, male, white, stage:Stage IVA, alive, 713 days	1998.4
TCGA-CV-7432-01A	79 years, male, white, stage:Stage II, dead, 2570 days	1992.8
TCGA-CV-7406-01A	49 years, male, white, stage:Stage II, dead, 1748 days	1977.2
TCGA-CN-4730-01A	62 years, male, white, stage:Stage IVA, alive, 817 days	1944.3
TCGA-QK-A6IH-01A	65 years, female, white, stage:Stage IVB, alive, 653 days	1932.1
TCGA-CR-7367-01A	52 years, male, white, stage:Stage IVA, alive, 1440 days	1903.6
TCGA-BB-4227-01A	66 years, male, white, stage:Stage IVA, alive, 134 days	1901.3
TCGA-BA-4074-01A	69 years, male, white, stage:Stage IVA, dead, 462 days	1890.8
TCGA-HD-A6HZ-01A	79 years, female, white, stage:Stage III, alive, 111 days	1874.6
TCGA-CN-4728-01A	56 years, male, white, stage:Stage IVA, alive, 1724 days	1873.8
TCGA-T2-A6WZ-01A	53 years, male, white, stage:'--, dead, 484 days	1868.2
TCGA-CR-7402-01A	68 years, male, white, stage:'--, alive, 911 days	1866.5
TCGA-IQ-A61E-01A	55 years, female, white, stage:Stage III, alive, 1147 days	1852.7
TCGA-CV-7238-01A	69 years, female, white, stage:Stage II, alive, 2727 days	1845.7
TCGA-KU-A6H7-01A	55 years, female, white, stage:Stage IVA, alive, 586 days	1842.7
TCGA-CX-7219-01A	47 years, male, black or african american, stage:Stage IVA, alive, 1045 days	1841.6
TCGA-BA-7269-01A	61 years, male, white, stage:Stage III, alive, 1273 days	1817.5
TCGA-DQ-5630-01A	73 years, male, white, stage:'--, alive, 1030 days	1809.7
TCGA-CV-5430-01A	61 years, male, white, stage:Stage IVA, alive, 4241 days	1801.1
TCGA-HD-8635-01A	61 years, female, white, stage:Stage III, alive, 695 days	1756.8
TCGA-BB-4224-01A	52 years, male, white, stage:Stage IVA, alive, 278 days	1753.9
TCGA-CV-7438-01A	87 years, female, white, stage:Stage I, dead, 194 days	1747.7
TCGA-CV-7101-01A	80 years, male, white, stage:Stage II, dead, 160 days	1745.1
TCGA-BA-A8YP-01A	50 years, male, black or african american, stage:Stage IVB, alive, 499 days	1742.5
TCGA-P3-A6T6-01A	53 years, male, white, stage:Stage IVA, dead, 395 days	1719.6
TCGA-RS-A6TP-01A	58 years, male, white, stage:Stage II, alive, 516 days	1709.8
TCGA-CV-7100-01A	66 years, male, white, stage:Stage III, dead, 274 days	1709.2
TCGA-IQ-A61H-01A	76 years, male, white, stage:Stage II, alive, 1138 days	1693.0
TCGA-CV-A463-01A	82 years, female, white, stage:Stage IVA, dead, 23 days	1691.6
TCGA-CN-6012-01A	66 years, male, white, stage:Stage IVA, alive, 1460 days	1675.3
TCGA-HD-8224-01A	63 years, male, white, stage:Stage IVA, dead, 446 days	1662.9
TCGA-QK-AA3J-01A	69 years, male, black or african american, stage:Stage I, alive, 466 days	1662.5
TCGA-CR-6470-01A	38 years, male, white, stage:Stage II, alive, 1521 days	1648.7
TCGA-T2-A6X2-01A	82 years, male, white, stage:Stage III, alive, 987 days	1646.9
TCGA-CN-5360-01A	68 years, male, white, stage:Stage IVA, alive, 2169 days	1646.2
TCGA-CV-A45U-01A	59 years, male, white, stage:Stage IVA, dead, 1079 days	1636.8
TCGA-P3-A6SX-01A	67 years, male, white, stage:Stage III, dead, 1430 days	1628.9
TCGA-F7-8489-01A	48 years, male, white, stage:Stage II, alive, 658 days	1602.3
TCGA-CV-7245-01A	62 years, male, white, stage:Stage IVA, alive, 797 days	1599.2
TCGA-CR-5243-01A	51 years, male, white, stage:'--, alive, 2562 days	1591.8
TCGA-D6-A4Z9-01A	59 years, male, white, stage:Stage IVA, alive, 539 days	1585.8
TCGA-MT-A7BN-01A	74 years, male, white, stage:Stage IVA, alive, 469 days	1581.1
TCGA-DQ-7591-01A	62 years, male, white, stage:'--, alive, 622 days	1578.9
TCGA-CR-5250-01A	71 years, male, white, stage:'--, alive, 799 days	1572.1
TCGA-HD-7832-01A	52 years, male, white, stage:Stage IVA, alive, 836 days	1563.5
TCGA-CR-6488-01A	68 years, female, white, stage:Stage II, alive, 379 days	1562.1
TCGA-CN-6996-01A	58 years, female, white, stage:Stage IVA, dead, 530 days	1558.2
TCGA-CV-5978-01A	53 years, female, black or african american, stage:Stage IVB, dead, 215 days	1556.9
TCGA-P3-A6T3-01A	49 years, male, white, stage:Stage IVA, dead, 577 days	1551.2
TCGA-CN-4736-01A	70 years, female, white, stage:'--, dead, 395 days	1549.8
TCGA-CV-6959-01A	48 years, male, white, stage:Stage III, dead, 256 days	1543.4
TCGA-CN-6989-01A	64 years, male, white, stage:Stage IVA, dead, 980 days	1535.9
TCGA-CN-4739-01A	71 years, male, white, stage:Stage IVA, dead, 1394 days	1520.1
TCGA-CV-7407-01A	67 years, female, white, stage:Stage II, dead, 1081 days	1515.4
TCGA-D6-8568-01A	62 years, male, white, stage:Stage II, alive, 759 days	1504.9
TCGA-CV-5443-01A	63 years, male, black or african american, stage:Stage III, alive, 2784 days	1502.9
TCGA-CR-6473-01A	68 years, male, white, stage:'--, alive, 1125 days	1497.5
TCGA-BA-6870-01A	60 years, female, black or african american, stage:'--, dead, 451 days	1494.1
TCGA-BA-6873-01A	28 years, male, white, stage:Stage IVA, alive, 122 days	1487.4
TCGA-CV-5436-01A	65 years, male, stage:Stage IVA, dead, 584 days	1482.8
TCGA-CN-4738-01A	53 years, male, white, stage:Stage IVA, dead, 436 days	1474.3
TCGA-CR-7388-01A	70 years, female, white, stage:'--, dead, 823 days	1472.5
TCGA-BA-5153-01A	51 years, male, white, stage:'--, dead, 1762 days	1458.4
TCGA-QK-A6VB-01A	66 years, male, white, stage:Stage IVA, alive, 641 days	1457.1
TCGA-D6-A74Q-01A	67 years, male, white, stage:Stage IVA, alive, 710 days	1453.9
TCGA-CV-6934-01A	66 years, female, white, stage:Stage IVA, dead, 65 days	1427.7
TCGA-CQ-5329-01A	46 years, female, white, stage:Stage II, alive, 2143 days	1426.9
TCGA-CN-6992-01A	61 years, male, white, stage:Stage IVA, alive, 1066 days	1419.2
TCGA-D6-6517-01A	59 years, male, white, stage:Stage III, alive, 292 days	1416.9
TCGA-CV-5440-01A	52 years, male, white, stage:Stage IVA, alive, 3270 days	1405.7
TCGA-BB-A5HU-01A	47 years, male, white, stage:Stage IVA, alive, 782 days	1401.8
TCGA-CR-7399-01A	60 years, female, white, stage:Stage IVA, alive, 181 days	1386.1
TCGA-CQ-A4CD-01A	69 years, male, white, stage:Stage IVA, alive, 1022 days	1357.8
TCGA-IQ-7630-01A	49 years, male, white, stage:Stage II, alive, 485 days	1351.0
TCGA-IQ-A61G-01A	57 years, male, white, stage:Stage IVA, alive, 360 days	1345.2
TCGA-CR-7380-01A	58 years, male, white, stage:Stage IVB, dead, 606 days	1343.5
TCGA-D6-6824-01A	61 years, male, white, stage:Stage IVA, alive, 77 days	1333.7
TCGA-P3-A5Q6-01A	49 years, male, white, stage:Stage IVA, dead, 480 days	1333.0
TCGA-CV-A45W-01A	75 years, male, white, stage:Stage II, dead, 1398 days	1331.2
TCGA-CV-5435-01A	57 years, male, white, stage:Stage IVA, dead, 2319 days	1327.3
TCGA-DQ-5624-01A	43 years, female, white, stage:'--, alive, 1778 days	1307.8
TCGA-CR-6477-01A	56 years, female, white, stage:'--, alive, 514 days	1307.4
TCGA-CN-4737-01A	19 years, male, white, stage:Stage IVA, alive, 625 days	1299.9
TCGA-CV-7424-01A	67 years, male, asian, stage:Stage IVA, dead, 453 days	1297.6
TCGA-CR-7398-01A	53 years, female, white, stage:Stage II, alive, 156 days	1296.0
TCGA-CR-7376-01A	83 years, male, white, stage:Stage III, alive, 972 days	1295.2
TCGA-CN-A49B-01A	71 years, male, white, stage:Stage III, alive, 904 days	1289.5
TCGA-BB-4228-01A	50 years, male, white, stage:Stage III, alive, 559 days	1282.0
TCGA-CV-7103-01A	49 years, male, white, stage:Stage IVA, dead, 1591 days	1272.1
TCGA-CN-6994-01A	67 years, male, white, stage:Stage IVA, alive, 1183 days	1266.9
TCGA-UF-A7J9-01A	75 years, male, white, stage:Stage IVA, alive, 1358 days	1266.2
TCGA-CQ-5333-01A	74 years, male, white, stage:Stage II, dead, 341 days	1263.8
TCGA-DQ-5629-01A	64 years, male, white, stage:'--, dead, 941 days	1249.4
TCGA-P3-A6T8-01A	54 years, male, white, stage:Stage IVA, alive, 400 days	1243.7
TCGA-CN-6016-01A	64 years, male, white, stage:Stage IVA, alive, 1443 days	1221.9
TCGA-CV-6950-01A	64 years, male, white, stage:Stage IVA, dead, 459 days	1212.4
TCGA-BB-4225-01A	73 years, male, white, stage:'--, alive, 146 days	1210.6
TCGA-CQ-6219-01A	50 years, female, white, stage:Stage IVA, dead, 479 days	1204.9
TCGA-4P-AA8J-01A	66 years, male, black or african american, stage:Stage IVA, alive, 102 days	1203.6
TCGA-CN-A497-01A	63 years, male, stage:Stage III, alive, 1065 days	1202.7
TCGA-CV-6939-01A	60 years, male, white, stage:Stage IVA, dead, 666 days	1191.9
TCGA-CV-7247-01A	55 years, male, white, stage:Stage III, dead, 577 days	1188.7
TCGA-HD-7753-01A	62 years, male, black or african american, stage:Stage I, alive, 866 days	1155.3
TCGA-CV-7236-01A	77 years, female, white, stage:Stage IVA, dead, 144 days	1147.5
TCGA-CV-A6JM-01A	85 years, male, white, stage:'--, dead, 194 days	1143.0
TCGA-CV-7434-01A	64 years, male, white, stage:Stage IVA, dead, 218 days	1141.9
TCGA-CV-7261-01A	57 years, male, white, stage:Stage IVA, alive, 1512 days	1141.8
TCGA-CV-5976-01A	50 years, male, white, stage:Stage IVA, alive, 1478 days	1135.8
TCGA-UF-A7JV-01A	62 years, female, white, stage:Stage IVA, dead, 90 days	1095.9
TCGA-UF-A71A-01A	67 years, male, white, stage:Stage IVA, dead, 86 days	1093.8
TCGA-D6-A4ZB-01A	61 years, male, white, stage:Stage III, alive, 376 days	1090.6
TCGA-CN-4735-01A	52 years, male, white, stage:Stage IVA, alive, 1737 days	1075.2
TCGA-CN-6010-01A	53 years, male, white, stage:Stage IVA, alive, 1523 days	1067.9
TCGA-P3-A6T2-01A	45 years, male, white, stage:Stage IVA, alive, 2298 days	1066.0
TCGA-CN-6022-01A	49 years, male, white, stage:Stage IVA, dead, 281 days	1055.4
TCGA-CN-5367-01A	60 years, female, white, stage:Stage IVA, dead, 352 days	1051.5
TCGA-CV-6003-01A	50 years, female, white, stage:Stage III, alive, 1665 days	1051.2
TCGA-CQ-A4CH-01A	58 years, male, asian, stage:Stage II, dead, 379 days	1050.2
TCGA-CV-A6JU-01A	61 years, female, white, stage:Stage IVB, alive, 110 days	1044.4
TCGA-UF-A7JA-01A	66 years, female, white, stage:Stage IVA, alive, 2265 days	1042.3
TCGA-CV-7410-01A	61 years, male, white, stage:Stage III, dead, 6417 days	1037.1
TCGA-CV-6433-01A	57 years, male, white, stage:Stage II, alive, 641 days	1027.1
TCGA-P3-A6T0-01A	47 years, female, white, stage:Stage IVA, alive, 578 days	1021.9
TCGA-UF-A7JS-01A	59 years, male, white, stage:Stage IVA, dead, 680 days	1017.6
TCGA-CV-7446-01A	66 years, male, white, stage:Stage IVA, dead, 1093 days	1016.2
TCGA-HD-7229-01A	60 years, male, white, stage:Stage IVA, alive, 1027 days	1010.7
TCGA-CR-6484-01A	67 years, female, asian, stage:Stage IVA, alive, 354 days	996.2
TCGA-BB-8596-01A	69 years, female, white, stage:Stage IVA, alive, 2161 days	990.2
TCGA-CR-7383-01A	79 years, female, white, stage:Stage I, dead, 521 days	989.9
TCGA-CV-5979-01A	26 years, male, white, stage:Stage IVA, alive, 1315 days	988.4
TCGA-CQ-7069-01A	77 years, female, white, stage:Stage II, alive, 1274 days	987.9
TCGA-CV-7437-01A	77 years, male, stage:Stage II, dead, 506 days	987.7
TCGA-CV-7416-01A	29 years, female, white, stage:Stage IVA, dead, 763 days	979.8
TCGA-CR-7373-01A	66 years, male, white, stage:Stage IVA, alive, 889 days	978.0
TCGA-KU-A66S-01A	69 years, female, white, stage:Stage III, dead, 406 days	976.4
TCGA-WA-A7GZ-01A	58 years, male, white, stage:'--, dead, 625 days	973.1
TCGA-T2-A6WX-01A	73 years, female, white, stage:'--, dead, 209 days	969.4
TCGA-CN-A49A-01A	60 years, male, white, stage:Stage IVB, dead, 526 days	966.5
TCGA-TN-A7HI-01A	56 years, male, white, stage:Stage IVA, alive, 412 days	955.8
TCGA-CR-6467-01A	59 years, male, white, stage:Stage III, alive, 1777 days	955.5
TCGA-BB-4223-01A	48 years, male, white, stage:Stage IVA, alive, 3221 days	950.0
TCGA-CV-A464-01A	48 years, male, white, stage:Stage III, alive, 1722 days	948.6
TCGA-CQ-A4CI-01A	73 years, male, white, stage:Stage III, alive, 950 days	944.2
TCGA-CV-6937-01A	71 years, male, white, stage:Stage II, dead, 624 days	936.9
TCGA-CV-6961-01A	61 years, male, white, stage:Stage II, dead, 76 days	928.9
TCGA-CV-7090-01A	39 years, male, white, stage:Stage II, alive, 5252 days	891.9
TCGA-CN-4723-01A	67 years, male, white, stage:Stage IVA, alive, 1699 days	884.5
TCGA-QK-A6IF-01A	61 years, male, white, stage:'--, alive, 704 days	874.3
TCGA-D6-A6ES-01A	50 years, male, white, stage:Stage IVA, alive, 389 days	874.0
TCGA-H7-8501-01A	54 years, male, white, stage:Stage IVA, alive, 461 days	872.2
TCGA-CN-A642-01A	57 years, male, white, stage:Stage IVB, dead, 82 days	870.5
TCGA-BA-6871-01A	75 years, male, white, stage:'--, dead, 108 days	863.8
TCGA-CX-A4AQ-01A	56 years, male, white, stage:Stage IVA, alive, 1555 days	861.3
TCGA-CV-7418-01A	62 years, male, black or african american, stage:Stage IVA, dead, 789 days	848.9
TCGA-CR-7382-01A	49 years, male, white, stage:Stage IVA, alive, 796 days	838.1
TCGA-F7-8298-01A	58 years, male, white, stage:Stage I, alive, 995 days	831.7
TCGA-DQ-7592-01A	57 years, male, american indian or alaska native, stage:'--, alive, 1143 days	827.6
TCGA-CR-6482-01A	62 years, male, black or african american, stage:'--, alive, 345 days	818.3
TCGA-CV-7568-01A	48 years, female, white, stage:Stage IVA, dead, 927 days	817.8
TCGA-CX-7082-01A	82 years, male, white, stage:Stage IVA, dead, 11 days	815.3
TCGA-CR-7370-01A	72 years, female, white, stage:'--, alive, 105 days	802.8
TCGA-CV-A6JE-01A	78 years, male, white, stage:'--, alive, 1075 days	796.1
TCGA-D6-A6EN-01A	71 years, male, white, stage:Stage III, alive, 687 days	794.3
TCGA-CQ-A4CB-01A	59 years, male, stage:Stage III, alive, 893 days	783.4
TCGA-CV-5431-01A	73 years, male, white, stage:Stage IVA, dead, 522 days	781.2
TCGA-UF-A7JK-01A	59 years, male, stage:Stage IVA, dead, 424 days	770.9
TCGA-CV-7104-01A	61 years, female, white, stage:Stage IVA, dead, 393 days	766.7
TCGA-CV-5977-01A	66 years, male, white, stage:Stage IVA, alive, 1840 days	764.9
TCGA-CV-A6JZ-01A	68 years, male, white, stage:Stage II, alive, 714 days	756.1
TCGA-QK-A64Z-01A	79 years, female, white, stage:Stage IVA, dead, 641 days	746.0
TCGA-CV-7102-01A	76 years, female, white, stage:Stage IVA, dead, 56 days	706.9
TCGA-DQ-5625-01A	52 years, female, white, stage:'--, dead, 1133 days	705.9
TCGA-QK-A8Z7-01A	59 years, male, black or african american, stage:Stage IVA, alive, 392 days	697.6
TCGA-DQ-5631-01A	52 years, male, white, stage:'--, dead, 548 days	683.0
TCGA-CN-5361-01A	80 years, male, white, stage:Stage IVA, dead, 2120 days	676.4
TCGA-CQ-A4CG-01A	78 years, female, white, stage:Stage III, dead, 430 days	675.9
TCGA-CR-7374-01A	67 years, female, white, stage:'--, alive, 30 days	669.5
TCGA-CQ-A4C6-01A	63 years, male, asian, stage:Stage II, alive, 1353 days	666.5
TCGA-CR-6487-01A	50 years, male, white, stage:Stage I, alive, 234 days	661.2
TCGA-CR-6474-01A	51 years, male, white, stage:Stage IVA, dead, 564 days	658.1
TCGA-CV-6441-01A	60 years, male, white, stage:Stage III, dead, 292 days	655.6
TCGA-IQ-7631-01A	60 years, female, white, stage:Stage II, alive, 1172 days	655.5
TCGA-QK-A6IG-01A	69 years, male, white, stage:Stage III, dead, 222 days	655.0
TCGA-CV-7254-01A	55 years, male, white, stage:Stage II, dead, 1459 days	649.2
TCGA-CN-6023-01A	73 years, male, white, stage:Stage IVA, alive, 1584 days	646.9
TCGA-T2-A6X0-01A	49 years, male, white, stage:'--, alive, 216 days	633.4
TCGA-T3-A92N-01A	79 years, male, black or african american, stage:Stage IVA, dead, 95 days	630.8
TCGA-BA-4078-01A	83 years, male, white, stage:'--, dead, 276 days	629.9
TCGA-CN-6018-01A	85 years, female, white, stage:Stage IVA, dead, 580 days	620.4
TCGA-WA-A7H4-01A	69 years, male, white, stage:Stage II, alive, 443 days	603.5
TCGA-CQ-5330-01A	69 years, female, white, stage:Stage IVA, alive, 1897 days	600.5
TCGA-H7-8502-01A	50 years, male, white, stage:Stage IVA, alive, 458 days	582.1
TCGA-BA-A6D8-01A	59 years, male, black or african american, stage:Stage IVA, alive, 850 days	580.1
TCGA-CN-6997-01A	66 years, male, white, stage:Stage IVA, dead, 988 days	572.1
TCGA-CV-6942-01A	73 years, female, white, stage:Stage II, alive, 4282 days	559.1
TCGA-CQ-A4C7-01A	88 years, male, white, stage:Stage III, dead, 353 days	556.2
TCGA-BA-5559-01A	71 years, male, white, stage:'--, dead, 2083 days	546.5
TCGA-F7-A624-01A	73 years, male, white, stage:Stage II, alive, 378 days	538.0
TCGA-CV-5966-01A	63 years, female, white, stage:Stage IVA, dead, 545 days	532.9
TCGA-BA-4075-01A	49 years, male, black or african american, stage:Stage III, dead, 283 days	517.9
TCGA-T3-A92M-01A	52 years, male, black or african american, stage:Stage IVA, alive, 417 days	499.2
TCGA-CV-5971-01A	60 years, male, white, stage:Stage IVA, alive, 701 days	496.8
TCGA-CV-7429-01A	55 years, male, white, stage:Stage IVA, dead, 107 days	484.9
TCGA-CV-A6JD-01A	82 years, female, white, stage:'--, dead, 182 days	475.6
TCGA-CV-7235-01A	67 years, male, white, stage:Stage II, alive, 2347 days	471.9
TCGA-CV-7178-01A	64 years, female, white, stage:Stage IVA, dead, 2166 days	465.2
TCGA-CV-6948-01A	79 years, female, white, stage:Stage IVB, dead, 1289 days	450.1
TCGA-CQ-6224-01A	52 years, male, white, stage:Stage IVA, alive, 1721 days	441.1
TCGA-HD-7831-01A	74 years, male, white, stage:Stage IVA, alive, 667 days	420.1
TCGA-BB-A5HY-01A	64 years, male, white, stage:Stage IVA, dead, 321 days	408.0
TCGA-IQ-A61O-01A	43 years, male, white, stage:Stage IVA, dead, 421 days	397.1
TCGA-CV-5444-01A	64 years, male, black or african american, stage:Stage IVA, alive, 2437 days	392.5
TCGA-CV-7440-01A	38 years, male, white, stage:Stage II, dead, 675 days	384.8
TCGA-UF-A7JD-01A	71 years, male, stage:Stage IVA, dead, 739 days	380.8
TCGA-P3-A5QA-01A	41 years, male, stage:Stage I, alive, 2182 days	337.9
TCGA-QK-AA3K-01A	60 years, male, black or african american, stage:Stage IVA, alive, 253 days	336.4
TCGA-D6-A6EP-01A	62 years, male, white, stage:Stage III, alive, 424 days	281.7
TCGA-CN-5363-01A	48 years, male, black or african american, stage:Stage IVB, dead, 253 days	278.9
TCGA-CN-6017-01A	55 years, male, white, stage:Stage IVA, dead, 853 days	275.0
TCGA-CQ-6221-01A	79 years, male, white, stage:'--, alive, 1000 days	274.3
TCGA-CQ-7072-01A	51 years, male, white, stage:Stage II, alive, 2359 days	269.3
TCGA-CN-4733-01A	61 years, male, white, stage:Stage III, alive, 1586 days	250.9
TCGA-D6-A6EM-01A	65 years, female, white, stage:Stage III, alive, 232 days	249.2
TCGA-HD-A634-01A	56 years, male, white, stage:Stage IVA, dead, 130 days	238.6
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HEAD AND NECK SQUAMOUS CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

183

Samples

Sample ID	Sample type	nRPX
CPT0169740004	Normal	2.1
CPT0235920003	Normal	1.8
C3N-04279-05	Normal	1.8
CPT0226350003	Normal	1.6
CPT0177220003	Normal	1.6
C3N-01758-04	Normal	1.4
C3N-00857-05	Normal	1.4
CPT0196060003	Normal	1.4
CPT0245020003	Normal	1.3
CPT0008960003	Normal	1.3
CPT0245460003	Normal	1.3
CPT0246670003	Tumor	1.2
CPT0223450003	Tumor	1.2
C3N-00295-05	Normal	1.2
CPT0236620003	Tumor	1.1
CPT0223460003	Normal	1.1
CPT0226450003	Normal	1.1
CPT0163610003	Normal	1.1
CPT0226090003	Normal	1.0
CPT0245600003	Tumor	1.0
CPT0163020003	Normal	1.0
CPT0237640003	Normal	1.0
CPT0163490003	Normal	0.9
CPT0123190003	Normal	0.9
CPT0226270003	Normal	0.9
CPT0163170003	Normal	0.9
CPT0245190003	Normal	0.8
CPT0236870003	Normal	0.8
C3N-02693-06	Normal	0.8
C3N-01859-04	Normal	0.8
CPT0237500003	Normal	0.8
CPT0195700003	Normal	0.8
CPT0011320003	Normal	0.7
CPT0088010003	Normal	0.7
CPT0199890003	Normal	0.6
CPT0222360003	Tumor	0.6
CPT0237130004	Tumor	0.6
CPT0244940004	Tumor	0.6
CPT0088080003	Normal	0.6
C3N-04276-06	Normal	0.5
CPT0199830003	Normal	0.5
C3N-01620-05	Normal	0.5
CPT0163430003	Normal	0.5
CPT0163860003	Normal	0.4
CPT0162890003	Tumor	0.4
CPT0236640003	Normal	0.4
CPT0248330003	Tumor	0.4
CPT0195860003	Tumor	0.4
CPT0201860004	Normal	0.3
CPT0278700002	Normal	0.3
CPT0008630003	Tumor	0.3
C3N-04275-05	Normal	0.2
CPT0094580003	Normal	0.2
CPT0226400003	Normal	0.2
CPT0088430003	Normal	0.2
CPT0163740003	Tumor	0.2
CPT0245180003	Tumor	0.2
CPT0163720003	Normal	0.2
CPT0245560003	Normal	0.2
CPT0084650004	Normal	0.2
CPT0163250003	Normal	0.1
CPT0169640003	Tumor	0.1
CPT0163240003	Tumor	0.1
CPT0087990003	Tumor	0.1
CPT0237150003	Normal	0.0
CPT0220620003	Normal	0.0
CPT0245630003	Tumor	0.0
CPT0199710003	Normal	0.0
CPT0194800003	Normal	0.0
CPT0245410003	Normal	0.0
CPT0245130003	Tumor	-0.1
CPT0248350003	Normal	-0.1
CPT0163800003	Normal	-0.1
CPT0195880003	Normal	-0.1
CPT0013460003	Normal	-0.1
CPT0094560004	Tumor	-0.1
CPT0184530003	Tumor	-0.1
CPT0229220002	Normal	-0.1
CPT0201830004	Tumor	-0.1
CPT0163480003	Tumor	-0.1
CPT0163790003	Tumor	-0.1
CPT0226340003	Tumor	-0.1
CPT0177200003	Tumor	-0.1
CPT0235470002	Normal	-0.1
CPT0245730003	Tumor	-0.2
CPT0235460003	Tumor	-0.2
CPT0220610003	Tumor	-0.2
CPT0222180003	Tumor	-0.2
CPT0088060004	Tumor	-0.2
CPT0222200003	Normal	-0.2
CPT0245300003	Tumor	-0.3
CPT0235910003	Tumor	-0.3
CPT0008520008	Tumor	-0.3
CPT0094420004	Tumor	-0.3
CPT0194960003	Tumor	-0.3
CPT0163410003	Tumor	-0.3
CPT0196210003	Tumor	-0.3
CPT0199700003	Tumor	-0.4
CPT0194250003	Tumor	-0.4
CPT0169890003	Tumor	-0.4
CPT0281470002	Normal	-0.4
CPT0013250003	Normal	-0.4
CPT0177010003	Tumor	-0.4
CPT0011130005	Tumor	-0.4
CPT0163650003	Tumor	-0.5
CPT0190860003	Normal	-0.5
CPT0194420003	Tumor	-0.5
CPT0123180003	Tumor	-0.5
CPT0242000004	Normal	-0.5
CPT0013130003	Tumor	-0.5
CPT0237620004	Tumor	-0.5
CPT0245450003	Tumor	-0.5
CPT0245140003	Normal	-0.6
CPT0194260003	Normal	-0.6
CPT0094350004	Tumor	-0.6
CPT0245680003	Tumor	-0.6
CPT0162990004	Tumor	-0.6
CPT0196040003	Tumor	-0.6
CPT0256560003	Tumor	-0.6
CPT0241980004	Tumor	-0.6
CPT0248520003	Tumor	-0.6
CPT0226440003	Tumor	-0.6
CPT0024810003	Tumor	-0.6
CPT0226130003	Tumor	-0.7
CPT0127050003	Tumor	-0.7
CPT0226390003	Tumor	-0.7
CPT0207870004	Tumor	-0.7
CPT0123260003	Tumor	-0.7
CPT0177390003	Tumor	-0.7
CPT0163910003	Tumor	-0.7
CPT0236850004	Tumor	-0.7
CPT0246540003	Tumor	-0.7
CPT0194790003	Tumor	-0.7
CPT0190850003	Tumor	-0.7
CPT0095040003	Tumor	-0.8
CPT0011290003	Tumor	-0.8
CPT0084630009	Tumor	-0.8
CPT0245230004	Tumor	-0.8
CPT0123280003	Normal	-0.8
CPT0243140004	Normal	-0.8
CPT0163340003	Tumor	-0.9
CPT0087820003	Tumor	-0.9
CPT0163840003	Tumor	-0.9
CPT0013000004	Tumor	-0.9
CPT0088410003	Tumor	-0.9
CPT0223970003	Tumor	-0.9
CPT0013430003	Tumor	-0.9
CPT0169920003	Normal	-0.9
CPT0199820003	Tumor	-0.9
CPT0176770003	Tumor	-1.0
CPT0163600003	Tumor	-1.0
CPT0094490004	Tumor	-1.0
CPT0177710003	Tumor	-1.0
CPT0245400003	Tumor	-1.0
CPT0243090003	Tumor	-1.0
CPT0013030003	Normal	-1.0
CPT0237480004	Tumor	-1.0
CPT0245060004	Tumor	-1.0
CPT0246620003	Tumor	-1.0
CPT0261520003	Tumor	-1.0
CPT0094280004	Tumor	-1.1
CPT0246590003	Tumor	-1.1
CPT0226030003	Tumor	-1.2
CPT0008930003	Tumor	-1.2
CPT0199880003	Tumor	-1.2
CPT0013210004	Tumor	-1.2
CPT0162940003	Tumor	-1.3
CPT0195680003	Tumor	-1.3
CPT0163160003	Tumor	-1.3
CPT0226250004	Tumor	-1.3
CPT0250310003	Tumor	-1.3
CPT0245500003	Tumor	-1.4
CPT0245010003	Tumor	-1.4
CPT0163530003	Tumor	-1.5
CPT0169730003	Tumor	-1.5
CPT0245550003	Tumor	-1.5
CPT0163090003	Tumor	-1.5
CPT0244890004	Tumor	-1.6
CPT0245350003	Tumor	-1.9
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 HPA017380	Antibody HPA058557	Antibody CAB047320
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