Expression of KRT6B 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

KRT6B is not prognostic in Head and Neck Squamous Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 3561.82

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

2995.1

Number of samples

492

Samples

Sample	Description	TPM
TCGA-CN-5373-01A	0 years, female, white, stage:Stage I, alive, 1584 days	20461.4
TCGA-CV-7411-01A	0 years, female, white, stage:Stage IVA, dead, 2717 days	19795.4
TCGA-CV-7183-01A	0 years, male, white, stage:Stage II, alive, 3981 days	17902.5
TCGA-CQ-6220-01A	0 years, male, white, stage:Stage III, dead, 985 days	16161.3
TCGA-C9-A47Z-01A	0 years, female, asian, stage:Stage III, dead, 191 days	15419.9
TCGA-CQ-6218-01A	0 years, female, white, stage:Stage IVA, alive, 1253 days	15397.7
TCGA-F7-A50G-01A	0 years, male, white, stage:Stage III, alive, 616 days	14651.2
TCGA-CN-4734-01A	0 years, male, white, stage:Stage II, alive, 1690 days	14603.1
TCGA-CV-7425-01A	0 years, female, white, stage:Stage III, dead, 1718 days	14505.2
TCGA-CR-7401-01A	0 years, male, white, stage:Stage I, alive, 1077 days	14103.0
TCGA-CN-4722-01A	0 years, female, white, stage:Stage II, alive, 1483 days	13819.0
TCGA-UF-A7JC-01A	0 years, male, white, stage:Stage IVA, dead, 546 days	13133.7
TCGA-H7-7774-01A	0 years, female, white, stage:Stage IVA, alive, 407 days	12933.8
TCGA-CR-7372-01A	0 years, male, white, stage:Stage I, alive, 759 days	12899.3
TCGA-CN-5365-01A	0 years, male, white, stage:Stage IVB, dead, 351 days	12587.3
TCGA-BA-5557-01A	0 years, female, stage:Stage III, alive, 623 days	12121.3
TCGA-C9-A480-01A	0 years, female, asian, stage:Stage III, alive, 386 days	12090.6
TCGA-CQ-A4CE-01A	0 years, female, stage:Stage II, alive, 897 days	12076.7
TCGA-CV-A45O-01A	0 years, male, white, stage:'--, alive, 851 days	12046.8
TCGA-CQ-6229-01A	0 years, male, white, stage:Stage II, alive, 1179 days	11903.0
TCGA-CQ-5331-01A	0 years, female, white, stage:'--, alive, 1399 days	11869.3
TCGA-CN-4726-01A	0 years, male, white, stage:Stage IVA, dead, 142 days	11772.0
TCGA-CR-6471-01A	0 years, male, white, stage:Stage IVA, dead, 1202 days	11605.3
TCGA-D6-6516-01A	0 years, male, white, stage:Stage I, alive, 773 days	11588.9
TCGA-CQ-7071-01A	0 years, female, white, stage:Stage III, alive, 1311 days	11043.9
TCGA-T2-A6X2-01A	0 years, male, white, stage:Stage III, alive, 987 days	10990.7
TCGA-MT-A51W-01A	0 years, female, white, stage:Stage I, alive, 437 days	10898.3
TCGA-CV-A6JY-01A	0 years, male, white, stage:Stage IVA, alive, 646 days	10809.9
TCGA-CV-A465-01A	0 years, male, white, stage:Stage III, dead, 215 days	10778.1
TCGA-CV-6952-01A	0 years, female, white, stage:Stage IVA, dead, 185 days	10611.7
TCGA-CR-7391-01A	0 years, female, white, stage:Stage I, alive, 913 days	10297.6
TCGA-CR-6491-01A	0 years, male, black or african american, stage:Stage IVA, alive, 693 days	10157.3
TCGA-BA-5558-01A	0 years, male, white, stage:'--, alive, 1995 days	9971.1
TCGA-CR-7394-01A	0 years, male, white, stage:Stage IVA, alive, 1346 days	9885.6
TCGA-D6-6825-01A	0 years, male, white, stage:Stage I, alive, 491 days	9646.7
TCGA-IQ-A61J-01A	0 years, male, white, stage:Stage IVA, alive, 1021 days	9592.3
TCGA-CV-7434-01A	0 years, male, white, stage:Stage IVA, dead, 218 days	9415.0
TCGA-CV-7423-01A	0 years, male, white, stage:Stage II, dead, 3059 days	9230.4
TCGA-CR-7386-01A	0 years, male, white, stage:Stage IVA, alive, 1430 days	8911.1
TCGA-HD-8634-01A	0 years, female, white, stage:Stage I, dead, 385 days	8902.6
TCGA-CR-7380-01A	0 years, male, white, stage:Stage IVB, dead, 606 days	8783.4
TCGA-CQ-6223-01A	0 years, male, white, stage:Stage II, alive, 1428 days	8641.5
TCGA-CV-5970-01A	0 years, male, white, stage:Stage IVA, dead, 406 days	8456.6
TCGA-CR-7395-01A	0 years, female, white, stage:Stage II, alive, 930 days	8371.7
TCGA-CN-4725-01A	0 years, male, white, stage:Stage II, alive, 1157 days	8305.1
TCGA-CV-A45P-01A	0 years, female, white, stage:Stage I, alive, 639 days	8292.5
TCGA-F7-A50J-01A	0 years, female, white, stage:Stage III, alive, 947 days	8275.0
TCGA-H7-A6C4-01A	0 years, female, white, stage:Stage IVA, dead, 414 days	8243.3
TCGA-CV-A6JT-01A	0 years, male, white, stage:Stage II, alive, 852 days	8208.1
TCGA-CR-7365-01A	0 years, male, white, stage:Stage IVA, alive, 1191 days	8131.5
TCGA-P3-A6T7-01A	0 years, male, white, stage:Stage IVA, dead, 487 days	8064.8
TCGA-CQ-7063-01A	0 years, female, white, stage:Stage I, alive, 2133 days	7750.2
TCGA-BA-6872-01A	0 years, male, white, stage:'--, dead, 384 days	7695.1
TCGA-CV-A463-01A	0 years, female, white, stage:Stage IVA, dead, 23 days	7628.4
TCGA-CQ-6222-01A	0 years, male, white, stage:Stage IVA, alive, 2016 days	7548.5
TCGA-CN-6998-01A	0 years, male, white, stage:Stage IVA, dead, 357 days	7344.4
TCGA-CQ-5326-01A	0 years, male, white, stage:Stage IVA, dead, 89 days	7298.8
TCGA-CV-A45V-01A	0 years, female, white, stage:Stage IVA, dead, 32 days	7046.9
TCGA-CV-A45T-01A	0 years, female, white, stage:'--, dead, 4856 days	6717.7
TCGA-CQ-A4C6-01A	0 years, male, asian, stage:Stage II, alive, 1353 days	6629.6
TCGA-CX-7085-01A	0 years, female, white, stage:Stage I, alive, 321 days	6496.2
TCGA-BA-A6DA-01A	0 years, female, white, stage:Stage IVA, alive, 351 days	6494.3
TCGA-CV-A6JN-01A	0 years, male, white, stage:'--, alive, 906 days	6487.0
TCGA-CR-7379-01A	0 years, female, white, stage:Stage IVA, alive, 1036 days	6420.7
TCGA-CQ-7069-01A	0 years, female, white, stage:Stage II, alive, 1274 days	6419.5
TCGA-CQ-5323-01A	0 years, male, white, stage:Stage I, alive, 1466 days	6304.6
TCGA-D6-A6EK-01A	0 years, male, white, stage:Stage III, alive, 875 days	6224.8
TCGA-CN-6011-01A	0 years, male, white, stage:Stage IVA, alive, 933 days	6109.8
TCGA-BA-5151-01A	0 years, male, white, stage:Stage IVA, alive, 722 days	6053.7
TCGA-QK-A652-01A	0 years, male, white, stage:Stage III, alive, 645 days	6003.7
TCGA-CR-6477-01A	0 years, female, white, stage:'--, alive, 514 days	5658.0
TCGA-CV-5442-01A	0 years, female, white, stage:Stage IVA, alive, 2327 days	5593.2
TCGA-CV-A45R-01A	0 years, male, white, stage:Stage III, alive, 5480 days	5561.9
TCGA-CN-A498-01A	0 years, female, white, stage:Stage III, dead, 773 days	5532.2
TCGA-HD-A4C1-01A	0 years, female, black or african american, stage:Stage IVA, alive, 11 days	5515.1
TCGA-CV-7427-01A	0 years, female, white, stage:Stage II, dead, 4760 days	5514.4
TCGA-IQ-7632-01A	0 years, female, white, stage:Stage IVA, alive, 441 days	5471.4
TCGA-QK-A6IH-01A	0 years, female, white, stage:Stage IVB, alive, 653 days	5449.8
TCGA-CR-6488-01A	0 years, female, white, stage:Stage II, alive, 379 days	5446.3
TCGA-F7-A61S-01A	0 years, male, white, stage:Stage III, alive, 576 days	5383.1
TCGA-DQ-5625-01A	0 years, female, white, stage:'--, dead, 1133 days	5367.4
TCGA-CV-7104-01A	0 years, female, white, stage:Stage IVA, dead, 393 days	5364.1
TCGA-P3-A6T4-01A	0 years, male, white, stage:Stage IVA, dead, 62 days	5357.3
TCGA-MT-A51X-01A	0 years, male, white, stage:Stage IVA, alive, 242 days	5320.5
TCGA-CV-6955-01A	0 years, female, white, stage:Stage II, dead, 334 days	5277.9
TCGA-CV-6943-01A	0 years, male, white, stage:Stage III, dead, 602 days	5260.0
TCGA-CQ-7065-01A	0 years, male, asian, stage:Stage II, alive, 1628 days	5246.7
TCGA-CV-7252-01A	0 years, female, black or african american, stage:Stage IVA, dead, 151 days	5236.7
TCGA-CV-7095-01A	0 years, female, stage:Stage II, dead, 572 days	5177.8
TCGA-CV-7097-01A	0 years, male, white, stage:Stage II, dead, 385 days	5175.4
TCGA-CN-5369-01A	0 years, female, white, stage:Stage IVA, dead, 1 days	5159.1
TCGA-CR-6492-01A	0 years, male, white, stage:Stage III, alive, 479 days	5119.5
TCGA-CN-4742-01A	0 years, female, white, stage:Stage IVA, dead, 397 days	5085.0
TCGA-CR-7393-01A	0 years, male, white, stage:Stage III, alive, 993 days	5077.7
TCGA-CV-6953-01A	0 years, female, white, stage:Stage III, dead, 1641 days	4965.8
TCGA-CN-5366-01A	0 years, male, white, stage:Stage IVA, dead, 360 days	4941.7
TCGA-IQ-A6SH-01A	0 years, male, black or african american, stage:Stage III, alive, 471 days	4932.8
TCGA-CV-7099-01A	0 years, female, white, stage:Stage II, dead, 243 days	4856.5
TCGA-CN-5367-01A	0 years, female, white, stage:Stage IVA, dead, 352 days	4795.0
TCGA-MT-A67A-01A	0 years, female, white, stage:Stage I, alive, 914 days	4790.6
TCGA-CV-7245-01A	0 years, male, white, stage:Stage IVA, alive, 797 days	4728.9
TCGA-CV-5439-01A	0 years, male, white, stage:Stage IVA, dead, 546 days	4705.3
TCGA-CV-7433-01A	0 years, male, white, stage:Stage IVA, dead, 601 days	4702.0
TCGA-BA-5556-01A	0 years, female, white, stage:Stage II, alive, 725 days	4689.8
TCGA-CN-6016-01A	0 years, male, white, stage:Stage IVA, alive, 1443 days	4543.0
TCGA-F7-A622-01A	0 years, male, white, stage:Stage III, dead, 359 days	4524.8
TCGA-CN-6021-01A	0 years, female, white, stage:'--, dead, 276 days	4453.4
TCGA-CX-7086-01A	0 years, male, black or african american, stage:Stage III, alive, 573 days	4343.2
TCGA-CV-7180-01A	0 years, male, white, stage:Stage II, dead, 327 days	4295.6
TCGA-UF-A7JH-01A	0 years, male, black or african american, stage:Stage IVA, alive, 896 days	4293.6
TCGA-CV-5432-01A	0 years, male, white, stage:Stage III, alive, 3930 days	4292.3
TCGA-CQ-5325-01A	0 years, male, white, stage:Stage I, dead, 654 days	4201.0
TCGA-CN-4737-01A	0 years, male, white, stage:Stage IVA, alive, 625 days	4186.7
TCGA-CV-7413-01A	0 years, female, white, stage:Stage II, dead, 294 days	4170.4
TCGA-CV-6959-01A	0 years, male, white, stage:Stage III, dead, 256 days	4149.8
TCGA-CV-A6K1-01A	0 years, male, white, stage:Stage IVA, alive, 685 days	4147.1
TCGA-CN-4729-01A	0 years, male, white, stage:Stage III, alive, 392 days	4034.1
TCGA-CV-6945-01A	0 years, male, white, stage:Stage IVA, dead, 366 days	3979.6
TCGA-BA-A6DI-01A	0 years, male, black or african american, stage:'--, dead, 336 days	3971.9
TCGA-CV-6933-01A	0 years, male, white, stage:Stage III, dead, 2741 days	3967.1
TCGA-D6-6517-01A	0 years, male, white, stage:Stage III, alive, 292 days	3903.4
TCGA-CN-4736-01A	0 years, female, white, stage:'--, dead, 395 days	3881.9
TCGA-RS-A6TO-01A	0 years, female, white, stage:Stage IVA, dead, 387 days	3872.2
TCGA-BB-A6UO-01A	0 years, female, white, stage:Stage IVA, dead, 268 days	3869.6
TCGA-HD-A6I0-01A	0 years, male, white, stage:Stage IVA, alive, 210 days	3862.9
TCGA-CN-5355-01A	0 years, male, black or african american, stage:Stage IVA, alive, 1278 days	3861.3
TCGA-CQ-5327-01A	0 years, female, asian, stage:Stage IVA, alive, 1660 days	3829.0
TCGA-CV-7428-01A	0 years, male, white, stage:Stage IVA, dead, 1671 days	3821.1
TCGA-CV-5979-01A	0 years, male, white, stage:Stage IVA, alive, 1315 days	3811.5
TCGA-BA-A6DB-01A	0 years, female, white, stage:Stage I, alive, 216 days	3811.3
TCGA-HD-7753-01A	0 years, male, black or african american, stage:Stage I, alive, 866 days	3783.9
TCGA-CV-7089-01A	0 years, male, white, stage:Stage IVA, dead, 1972 days	3770.5
TCGA-P3-A6SX-01A	0 years, male, white, stage:Stage III, dead, 1430 days	3765.2
TCGA-CV-6436-01A	0 years, male, white, stage:Stage IVA, alive, 1899 days	3684.7
TCGA-CQ-5329-01A	0 years, female, white, stage:Stage II, alive, 2143 days	3671.6
TCGA-CV-7091-01A	0 years, male, white, stage:Stage I, alive, 3381 days	3654.7
TCGA-CV-7415-01A	0 years, male, white, stage:Stage IVA, dead, 695 days	3650.7
TCGA-CV-7410-01A	0 years, male, white, stage:Stage III, dead, 6417 days	3644.0
TCGA-P3-A6T3-01A	0 years, male, white, stage:Stage IVA, dead, 577 days	3576.8
TCGA-F7-A623-01A	0 years, male, white, stage:Stage IVA, alive, 616 days	3572.8
TCGA-CR-7367-01A	0 years, male, white, stage:Stage IVA, alive, 1440 days	3571.3
TCGA-IQ-A61E-01A	0 years, female, white, stage:Stage III, alive, 1147 days	3561.9
TCGA-QK-A6II-01A	0 years, male, white, stage:Stage IVA, dead, 284 days	3561.7
TCGA-D6-A4Z9-01A	0 years, male, white, stage:Stage IVA, alive, 539 days	3550.6
TCGA-CQ-A4CH-01A	0 years, male, asian, stage:Stage II, dead, 379 days	3545.6
TCGA-CV-5977-01A	0 years, male, white, stage:Stage IVA, alive, 1840 days	3527.7
TCGA-CV-A468-01A	0 years, male, stage:Stage IVA, dead, 464 days	3517.5
TCGA-CN-A641-01A	0 years, male, white, stage:Stage IVA, alive, 367 days	3450.9
TCGA-CR-7369-01A	0 years, male, white, stage:Stage IVA, dead, 1090 days	3434.8
TCGA-CV-7238-01A	0 years, female, white, stage:Stage II, alive, 2727 days	3413.5
TCGA-MT-A67F-01A	0 years, female, white, stage:Stage IVA, alive, 384 days	3366.5
TCGA-H7-8502-01A	0 years, male, white, stage:Stage IVA, alive, 458 days	3352.0
TCGA-P3-A6T5-01A	0 years, female, white, stage:Stage IVA, dead, 882 days	3329.0
TCGA-CV-7236-01A	0 years, female, white, stage:Stage IVA, dead, 144 days	3279.0
TCGA-QK-A8ZB-01A	0 years, male, black or african american, stage:Stage IVA, alive, 542 days	3260.7
TCGA-CN-A499-01A	0 years, female, white, stage:Stage II, alive, 717 days	3254.6
TCGA-HD-8635-01A	0 years, female, white, stage:Stage III, alive, 695 days	3254.4
TCGA-CR-7377-01A	0 years, male, white, stage:Stage IVA, dead, 279 days	3247.2
TCGA-CV-5436-01A	0 years, male, stage:Stage IVA, dead, 584 days	3235.7
TCGA-CV-6954-01A	0 years, male, black or african american, stage:Stage IVA, dead, 2002 days	3220.9
TCGA-BA-A6DD-01A	0 years, male, black or african american, stage:Stage IVA, dead, 173 days	3218.0
TCGA-BA-A4II-01A	0 years, male, white, stage:Stage II, alive, 918 days	3178.3
TCGA-CQ-5334-01A	0 years, male, white, stage:Stage IVA, dead, 129 days	3115.7
TCGA-F7-A50I-01A	0 years, male, white, stage:Stage IVA, alive, 92 days	3105.4
TCGA-D6-A6EQ-01A	0 years, male, white, stage:Stage IVA, alive, 368 days	3081.4
TCGA-D6-6515-01A	0 years, female, white, stage:Stage II, dead, 403 days	3076.1
TCGA-BA-A6DJ-01A	0 years, male, asian, stage:Stage IVA, dead, 407 days	3073.7
TCGA-CR-7390-01A	0 years, male, white, stage:Stage IVA, alive, 1508 days	3070.9
TCGA-CV-6950-01A	0 years, male, white, stage:Stage IVA, dead, 459 days	3032.9
TCGA-CN-5358-01A	0 years, male, white, stage:Stage II, dead, 261 days	2970.5
TCGA-CN-6996-01A	0 years, female, white, stage:Stage IVA, dead, 530 days	2965.6
TCGA-CV-7090-01A	0 years, male, white, stage:Stage II, alive, 5252 days	2958.3
TCGA-F7-A61V-01A	0 years, male, white, stage:Stage II, alive, 759 days	2953.7
TCGA-F7-A620-01A	0 years, male, white, stage:Stage III, alive, 543 days	2953.2
TCGA-IQ-7630-01A	0 years, male, white, stage:Stage II, alive, 485 days	2919.3
TCGA-UF-A7JT-01A	0 years, female, white, stage:Stage IVA, dead, 993 days	2911.2
TCGA-CR-7397-01A	0 years, male, white, stage:Stage IVA, alive, 754 days	2904.9
TCGA-CR-6478-01A	0 years, female, white, stage:'--, dead, 183 days	2903.0
TCGA-CN-6024-01A	0 years, male, white, stage:Stage IVA, dead, 337 days	2852.0
TCGA-BA-A6DG-01A	0 years, male, white, stage:'--, dead, 69 days	2839.9
TCGA-KU-A66T-01A	0 years, female, white, stage:Stage IVA, alive, 552 days	2794.1
TCGA-CR-6493-01A	0 years, male, black or african american, stage:Stage IVA, dead, 282 days	2780.9
TCGA-P3-A6T2-01A	0 years, male, white, stage:Stage IVA, alive, 2298 days	2737.1
TCGA-CV-7432-01A	0 years, male, white, stage:Stage II, dead, 2570 days	2696.7
TCGA-CN-5356-01A	0 years, male, white, stage:Stage III, alive, 1409 days	2668.5
TCGA-CQ-6227-01A	0 years, male, white, stage:Stage IVA, dead, 129 days	2653.4
TCGA-BA-6873-01A	0 years, male, white, stage:Stage IVA, alive, 122 days	2609.5
TCGA-UF-A71E-01A	0 years, male, white, stage:Stage IVA, dead, 1504 days	2594.2
TCGA-DQ-5630-01A	0 years, male, white, stage:'--, alive, 1030 days	2588.2
TCGA-BB-A5HU-01A	0 years, male, white, stage:Stage IVA, alive, 782 days	2587.4
TCGA-BB-A5HZ-01A	0 years, male, white, stage:Stage IVA, alive, 827 days	2577.9
TCGA-CR-7373-01A	0 years, male, white, stage:Stage IVA, alive, 889 days	2532.6
TCGA-CV-5434-01A	0 years, male, black or african american, stage:Stage IVA, dead, 3314 days	2471.0
TCGA-CR-7376-01A	0 years, male, white, stage:Stage III, alive, 972 days	2428.7
TCGA-CN-A6V3-01A	0 years, male, white, stage:Stage IVA, alive, 742 days	2424.4
TCGA-CN-6994-01A	0 years, male, white, stage:Stage IVA, alive, 1183 days	2384.7
TCGA-UF-A718-01A	0 years, male, white, stage:Stage IVA, alive, 1971 days	2350.5
TCGA-CV-7102-01A	0 years, female, white, stage:Stage IVA, dead, 56 days	2339.1
TCGA-CV-A464-01A	0 years, male, white, stage:Stage III, alive, 1722 days	2320.5
TCGA-HD-A6HZ-01A	0 years, female, white, stage:Stage III, alive, 111 days	2307.7
TCGA-CR-7392-01A	0 years, female, white, stage:Stage IVA, alive, 1425 days	2307.3
TCGA-CR-7389-01A	0 years, male, black or african american, stage:'--, alive, 392 days	2304.9
TCGA-D6-8569-01A	0 years, male, white, stage:Stage II, alive, 770 days	2247.2
TCGA-F7-8489-01A	0 years, male, white, stage:Stage II, alive, 658 days	2205.1
TCGA-D6-A4ZB-01A	0 years, male, white, stage:Stage III, alive, 376 days	2203.0
TCGA-CV-7430-01A	0 years, male, white, stage:Stage IVA, dead, 495 days	2197.2
TCGA-CN-4738-01A	0 years, male, white, stage:Stage IVA, dead, 436 days	2194.4
TCGA-CV-A45Y-01A	0 years, male, american indian or alaska native, stage:Stage IVA, dead, 2703 days	2176.0
TCGA-DQ-7588-01A	0 years, male, white, stage:'--, dead, 427 days	2157.1
TCGA-IQ-A6SG-01A	0 years, female, white, stage:Stage III, alive, 579 days	2134.6
TCGA-CQ-6219-01A	0 years, female, white, stage:Stage IVA, dead, 479 days	2115.8
TCGA-CX-7082-01A	0 years, male, white, stage:Stage IVA, dead, 11 days	2114.6
TCGA-CV-6951-01A	0 years, male, white, stage:Stage IVA, dead, 915 days	2061.8
TCGA-CV-7247-01A	0 years, male, white, stage:Stage III, dead, 577 days	2055.2
TCGA-MT-A67D-01A	0 years, male, white, stage:Stage II, alive, 56 days	2048.3
TCGA-TN-A7HJ-01A	0 years, male, white, stage:Stage IVA, alive, 403 days	2037.1
TCGA-CV-6940-01A	0 years, female, white, stage:Stage III, dead, 804 days	2029.5
TCGA-UF-A7JJ-01A	0 years, male, stage:Stage IVA, alive, 549 days	2023.3
TCGA-CV-5441-01A	0 years, male, white, stage:Stage IVA, alive, 2886 days	2013.9
TCGA-CV-A45Q-01A	0 years, female, white, stage:'--, dead, 5152 days	1993.6
TCGA-CV-6935-01A	0 years, male, white, stage:Stage IVA, dead, 295 days	1987.6
TCGA-CV-6938-01A	0 years, male, white, stage:Stage II, dead, 144 days	1984.8
TCGA-CV-7177-01A	0 years, female, white, stage:Stage II, dead, 663 days	1980.0
TCGA-D6-6826-01A	0 years, female, white, stage:Stage IVA, dead, 348 days	1979.9
TCGA-CN-6020-01A	0 years, male, black or african american, stage:Stage III, dead, 205 days	1978.9
TCGA-HD-7229-01A	0 years, male, white, stage:Stage IVA, alive, 1027 days	1977.5
TCGA-HD-8314-01A	0 years, male, white, stage:Stage III, alive, 670 days	1976.0
TCGA-HD-A633-01A	0 years, male, white, stage:Stage IVA, alive, 421 days	1971.6
TCGA-BA-4076-01A	0 years, male, white, stage:'--, dead, 415 days	1966.1
TCGA-CV-A6K2-01A	0 years, male, white, stage:Stage IVA, dead, 317 days	1933.6
TCGA-P3-A6T0-01A	0 years, female, white, stage:Stage IVA, alive, 578 days	1932.6
TCGA-CV-6003-01A	0 years, female, white, stage:Stage III, alive, 1665 days	1924.5
TCGA-CV-A45X-01A	0 years, male, white, stage:Stage IVA, dead, 198 days	1911.7
TCGA-CR-6484-01A	0 years, female, asian, stage:Stage IVA, alive, 354 days	1872.8
TCGA-CR-7368-01A	0 years, male, white, stage:Stage IVA, alive, 1245 days	1867.8
TCGA-BA-5555-01A	0 years, male, black or african american, stage:Stage IVA, alive, 520 days	1855.7
TCGA-D6-8568-01A	0 years, male, white, stage:Stage II, alive, 759 days	1834.4
TCGA-D6-A6ES-01A	0 years, male, white, stage:Stage IVA, alive, 389 days	1805.3
TCGA-CV-5976-01A	0 years, male, white, stage:Stage IVA, alive, 1478 days	1795.4
TCGA-CV-7438-01A	0 years, female, white, stage:Stage I, dead, 194 days	1776.1
TCGA-CQ-5330-01A	0 years, female, white, stage:Stage IVA, alive, 1897 days	1771.6
TCGA-CN-4740-01A	0 years, female, white, stage:Stage IVA, dead, 839 days	1724.0
TCGA-CN-5364-01A	0 years, male, white, stage:Stage IVA, dead, 493 days	1710.4
TCGA-F7-A61W-01A	0 years, male, asian, stage:Stage IVA, alive, 14 days	1705.9
TCGA-CV-7255-01A	0 years, female, white, stage:Stage IVA, dead, 64 days	1699.6
TCGA-CQ-A4CG-01A	0 years, female, white, stage:Stage III, dead, 430 days	1674.3
TCGA-CQ-A4CB-01A	0 years, male, stage:Stage III, alive, 893 days	1673.6
TCGA-QK-A6IJ-01A	0 years, male, white, stage:Stage III, alive, 387 days	1665.6
TCGA-CV-7422-01A	0 years, female, white, stage:Stage IVA, dead, 1037 days	1638.9
TCGA-HD-7832-01A	0 years, male, white, stage:Stage IVA, alive, 836 days	1631.9
TCGA-CN-5370-01A	0 years, male, white, stage:Stage III, dead, 259 days	1626.2
TCGA-CN-4741-01A	0 years, male, white, stage:Stage IVA, alive, 2239 days	1620.3
TCGA-CQ-5324-01A	0 years, male, white, stage:Stage III, alive, 1593 days	1607.9
TCGA-P3-A5Q6-01A	0 years, male, white, stage:Stage IVA, dead, 480 days	1591.7
TCGA-CV-A6JZ-01A	0 years, male, white, stage:Stage II, alive, 714 days	1590.9
TCGA-BA-A4IG-01A	0 years, male, white, stage:'--, alive, 855 days	1587.2
TCGA-QK-A8Z8-01A	0 years, female, black or african american, stage:Stage IVC, dead, 171 days	1578.9
TCGA-CR-7388-01A	0 years, female, white, stage:'--, dead, 823 days	1570.7
TCGA-CV-6941-01A	0 years, male, white, stage:Stage III, dead, 342 days	1562.8
TCGA-H7-8501-01A	0 years, male, white, stage:Stage IVA, alive, 461 days	1557.5
TCGA-CV-7261-01A	0 years, male, white, stage:Stage IVA, alive, 1512 days	1555.7
TCGA-UF-A7JV-01A	0 years, female, white, stage:Stage IVA, dead, 90 days	1552.8
TCGA-BA-6870-01A	0 years, female, black or african american, stage:'--, dead, 451 days	1552.3
TCGA-CV-5440-01A	0 years, male, white, stage:Stage IVA, alive, 3270 days	1544.6
TCGA-UF-A7JK-01A	0 years, male, stage:Stage IVA, dead, 424 days	1539.2
TCGA-CV-7446-01A	0 years, male, white, stage:Stage IVA, dead, 1093 days	1512.6
TCGA-MZ-A7D7-01A	0 years, male, white, stage:Stage IVA, alive, 547 days	1476.1
TCGA-IQ-A61G-01A	0 years, male, white, stage:Stage IVA, alive, 360 days	1464.8
TCGA-CR-7402-01A	0 years, male, white, stage:'--, alive, 911 days	1454.8
TCGA-BB-8601-01A	0 years, male, black or african american, stage:Stage III, alive, 624 days	1453.3
TCGA-CV-7253-01A	0 years, male, black or african american, stage:Stage IVA, dead, 361 days	1453.0
TCGA-CN-5359-01A	0 years, male, white, stage:Stage IVA, dead, 377 days	1442.0
TCGA-DQ-5624-01A	0 years, female, white, stage:'--, alive, 1778 days	1424.4
TCGA-CN-6995-01A	0 years, male, white, stage:Stage IVA, dead, 112 days	1423.8
TCGA-CQ-7068-01A	0 years, female, white, stage:Stage II, alive, 1309 days	1422.6
TCGA-T2-A6WX-01A	0 years, female, white, stage:'--, dead, 209 days	1420.5
TCGA-BB-4227-01A	0 years, male, white, stage:Stage IVA, alive, 134 days	1394.2
TCGA-BA-A4IF-01A	0 years, male, white, stage:'--, alive, 895 days	1389.9
TCGA-CR-7371-01A	0 years, female, white, stage:Stage III, dead, 94 days	1373.9
TCGA-DQ-7592-01A	0 years, male, american indian or alaska native, stage:'--, alive, 1143 days	1355.1
TCGA-QK-A64Z-01A	0 years, female, white, stage:Stage IVA, dead, 641 days	1350.0
TCGA-CN-A49B-01A	0 years, male, white, stage:Stage III, alive, 904 days	1348.0
TCGA-P3-A5QF-01A	0 years, male, white, stage:Stage IVA, dead, 330 days	1344.4
TCGA-CQ-5332-01A	0 years, male, white, stage:Stage III, dead, 317 days	1340.6
TCGA-CV-7435-01A	0 years, female, white, stage:Stage IVA, dead, 4680 days	1321.9
TCGA-CV-7103-01A	0 years, male, white, stage:Stage IVA, dead, 1591 days	1315.8
TCGA-BB-4217-01A	0 years, male, black or african american, stage:Stage IVA, alive, 187 days	1315.6
TCGA-CN-4728-01A	0 years, male, white, stage:Stage IVA, alive, 1724 days	1309.3
TCGA-CV-7568-01A	0 years, female, white, stage:Stage IVA, dead, 927 days	1303.1
TCGA-BA-A6DL-01A	0 years, male, white, stage:'--, alive, 623 days	1302.6
TCGA-CX-7219-01A	0 years, male, black or african american, stage:Stage IVA, alive, 1045 days	1289.4
TCGA-CN-6019-01A	0 years, male, white, stage:Stage IVA, alive, 1038 days	1287.5
TCGA-HD-7831-01A	0 years, male, white, stage:Stage IVA, alive, 667 days	1279.9
TCGA-BA-A4IH-01A	0 years, male, white, stage:'--, alive, 622 days	1278.2
TCGA-CQ-A4C7-01A	0 years, male, white, stage:Stage III, dead, 353 days	1277.2
TCGA-CN-5360-01A	0 years, male, white, stage:Stage IVA, alive, 2169 days	1271.5
TCGA-CR-5249-01A	0 years, female, white, stage:Stage II, alive, 1152 days	1269.7
TCGA-CV-6934-01A	0 years, female, white, stage:Stage IVA, dead, 65 days	1251.3
TCGA-CV-5978-01A	0 years, female, black or african american, stage:Stage IVB, dead, 215 days	1249.4
TCGA-DQ-5629-01A	0 years, male, white, stage:'--, dead, 941 days	1246.2
TCGA-MZ-A5BI-01A	0 years, male, white, stage:'--, dead, 217 days	1242.4
TCGA-CV-6942-01A	0 years, female, white, stage:Stage II, alive, 4282 days	1240.4
TCGA-CV-7101-01A	0 years, male, white, stage:Stage II, dead, 160 days	1216.7
TCGA-CV-5444-01A	0 years, male, black or african american, stage:Stage IVA, alive, 2437 days	1188.5
TCGA-CN-6989-01A	0 years, male, white, stage:Stage IVA, dead, 980 days	1159.9
TCGA-CR-7364-01A	0 years, male, white, stage:Stage III, alive, 1435 days	1158.2
TCGA-CV-A6JE-01A	0 years, male, white, stage:'--, alive, 1075 days	1154.6
TCGA-F7-8298-01A	0 years, male, white, stage:Stage I, alive, 995 days	1141.1
TCGA-CN-6012-01A	0 years, male, white, stage:Stage IVA, alive, 1460 days	1140.0
TCGA-HL-7533-01A	0 years, male, white, stage:'--, alive, 1057 days	1139.4
TCGA-CR-6472-01A	0 years, male, white, stage:'--, alive, 1050 days	1138.4
TCGA-HD-7754-01A	0 years, male, white, stage:Stage IVA, alive, 783 days	1133.5
TCGA-CV-A6JM-01A	0 years, male, white, stage:'--, dead, 194 days	1122.9
TCGA-CV-7421-01A	0 years, male, white, stage:Stage IVA, dead, 2 days	1122.7
TCGA-WA-A7H4-01A	0 years, male, white, stage:Stage II, alive, 443 days	1105.8
TCGA-CR-5247-01A	0 years, male, black or african american, stage:'--, alive, 358 days	1100.8
TCGA-CN-A63T-01A	0 years, male, white, stage:Stage IVA, alive, 225 days	1099.0
TCGA-CN-A63V-01A	0 years, male, white, stage:Stage IVA, alive, 679 days	1098.7
TCGA-QK-A6VB-01A	0 years, male, white, stage:Stage IVA, alive, 641 days	1087.7
TCGA-CN-6013-01A	0 years, male, white, stage:Stage IVA, dead, 727 days	1066.1
TCGA-CV-7250-01A	0 years, male, white, stage:Stage IVA, dead, 2900 days	1042.4
TCGA-D6-6823-01A	0 years, male, white, stage:Stage II, alive, 701 days	1028.7
TCGA-QK-A6VC-01A	0 years, female, black or african american, stage:Stage IVA, alive, 600 days	1013.2
TCGA-CN-A63W-01A	0 years, female, white, stage:Stage IVA, dead, 377 days	997.0
TCGA-CR-7383-01A	0 years, female, white, stage:Stage I, dead, 521 days	988.5
TCGA-CN-4730-01A	0 years, male, white, stage:Stage IVA, alive, 817 days	983.7
TCGA-CN-6018-01A	0 years, female, white, stage:Stage IVA, dead, 580 days	968.1
TCGA-QK-A8ZA-01A	0 years, male, black or african american, stage:'--, dead, 371 days	960.8
TCGA-UF-A71D-01A	0 years, female, white, stage:Stage IVA, alive, 1461 days	944.6
TCGA-T3-A92N-01A	0 years, male, black or african american, stage:Stage IVA, dead, 95 days	902.8
TCGA-UF-A71B-01A	0 years, male, white, stage:Stage IVA, alive, 1506 days	890.3
TCGA-WA-A7GZ-01A	0 years, male, white, stage:'--, dead, 625 days	885.6
TCGA-BA-6869-01A	0 years, male, white, stage:Stage III, alive, 644 days	880.8
TCGA-CV-A45Z-01A	0 years, male, white, stage:'--, dead, 1466 days	865.8
TCGA-UF-A7J9-01A	0 years, male, white, stage:Stage IVA, alive, 1358 days	851.7
TCGA-T2-A6WZ-01A	0 years, male, white, stage:'--, dead, 484 days	828.9
TCGA-CV-A45U-01A	0 years, male, white, stage:Stage IVA, dead, 1079 days	817.1
TCGA-CN-A49A-01A	0 years, male, white, stage:Stage IVB, dead, 526 days	816.5
TCGA-CN-4739-01A	0 years, male, white, stage:Stage IVA, dead, 1394 days	808.2
TCGA-CN-6010-01A	0 years, male, white, stage:Stage IVA, alive, 1523 days	802.8
TCGA-CV-7416-01A	0 years, female, white, stage:Stage IVA, dead, 763 days	798.7
TCGA-BB-8596-01A	0 years, female, white, stage:Stage IVA, alive, 2161 days	776.8
TCGA-CR-6474-01A	0 years, male, white, stage:Stage IVA, dead, 564 days	764.3
TCGA-D6-A6EM-01A	0 years, female, white, stage:Stage III, alive, 232 days	756.9
TCGA-CV-7263-01A	0 years, male, black or african american, stage:Stage II, dead, 560 days	742.9
TCGA-D6-A74Q-01A	0 years, male, white, stage:Stage IVA, alive, 710 days	734.2
TCGA-BA-A6DE-01A	0 years, female, white, stage:Stage II, alive, 440 days	730.1
TCGA-CV-6960-01A	0 years, male, black or african american, stage:Stage III, dead, 862 days	725.2
TCGA-CR-6481-01A	0 years, male, white, stage:'--, alive, 311 days	717.0
TCGA-BA-7269-01A	0 years, male, white, stage:Stage III, alive, 1273 days	710.0
TCGA-CR-5250-01A	0 years, male, white, stage:'--, alive, 799 days	702.5
TCGA-CN-4723-01A	0 years, male, white, stage:Stage IVA, alive, 1699 days	690.2
TCGA-CV-7178-01A	0 years, female, white, stage:Stage IVA, dead, 2166 days	682.2
TCGA-QK-A6V9-01A	0 years, male, white, stage:Stage II, alive, 833 days	671.0
TCGA-CN-A6V6-01A	0 years, male, white, stage:Stage IVA, alive, 635 days	666.9
TCGA-P3-A5QE-01A	0 years, male, white, stage:Stage III, alive, 1559 days	666.2
TCGA-UF-A71A-01A	0 years, male, white, stage:Stage IVA, dead, 86 days	662.2
TCGA-4P-AA8J-01A	0 years, male, black or african american, stage:Stage IVA, alive, 102 days	661.3
TCGA-CV-7242-01A	0 years, female, white, stage:Stage II, alive, 1095 days	652.6
TCGA-H7-A76A-01A	0 years, male, white, stage:'--, alive, 637 days	644.0
TCGA-UF-A7JO-01A	0 years, female, white, stage:Stage IVA, dead, 631 days	638.5
TCGA-QK-A6IG-01A	0 years, male, white, stage:Stage III, dead, 222 days	633.5
TCGA-CN-4733-01A	0 years, male, white, stage:Stage III, alive, 1586 days	633.5
TCGA-BB-4224-01A	0 years, male, white, stage:Stage IVA, alive, 278 days	626.0
TCGA-T2-A6X0-01A	0 years, male, white, stage:'--, alive, 216 days	617.7
TCGA-CQ-6225-01A	0 years, male, white, stage:Stage III, dead, 403 days	614.4
TCGA-CN-A49C-01A	0 years, male, white, stage:'--, alive, 645 days	612.5
TCGA-F7-7848-01A	0 years, male, white, stage:Stage IVA, alive, 1131 days	607.3
TCGA-CQ-A4CD-01A	0 years, male, white, stage:Stage IVA, alive, 1022 days	595.2
TCGA-UF-A719-01A	0 years, male, stage:Stage II, alive, 1663 days	589.4
TCGA-CQ-A4C9-01A	0 years, male, stage:Stage III, alive, 707 days	579.0
TCGA-CV-7407-01A	0 years, female, white, stage:Stage II, dead, 1081 days	559.6
TCGA-D6-A6EO-01A	0 years, male, white, stage:Stage IVA, alive, 759 days	559.1
TCGA-BA-5152-01A	0 years, male, white, stage:Stage IVA, alive, 1288 days	548.6
TCGA-CQ-6224-01A	0 years, male, white, stage:Stage IVA, alive, 1721 days	544.9
TCGA-DQ-7591-01A	0 years, male, white, stage:'--, alive, 622 days	539.2
TCGA-CQ-5333-01A	0 years, male, white, stage:Stage II, dead, 341 days	537.1
TCGA-IQ-A61H-01A	0 years, male, white, stage:Stage II, alive, 1138 days	519.6
TCGA-CN-6017-01A	0 years, male, white, stage:Stage IVA, dead, 853 days	513.4
TCGA-CV-7437-01A	0 years, male, stage:Stage II, dead, 506 days	502.6
TCGA-CR-5248-01A	0 years, male, white, stage:'--, alive, 1663 days	493.0
TCGA-CR-7382-01A	0 years, male, white, stage:Stage IVA, alive, 796 days	488.3
TCGA-CV-6961-01A	0 years, male, white, stage:Stage II, dead, 76 days	483.5
TCGA-CV-7414-01A	0 years, male, white, stage:Stage IVA, dead, 14 days	467.1
TCGA-CR-7404-01A	0 years, male, white, stage:'--, alive, 1472 days	466.6
TCGA-CV-7248-01A	0 years, female, black or african american, stage:Stage IVA, dead, 521 days	462.8
TCGA-CV-A6JD-01A	0 years, female, white, stage:'--, dead, 182 days	454.9
TCGA-T3-A92M-01A	0 years, male, black or african american, stage:Stage IVA, alive, 417 days	454.8
TCGA-P3-A5QA-01A	0 years, male, stage:Stage I, alive, 2182 days	454.5
TCGA-CV-6936-01A	0 years, male, white, stage:Stage IVA, dead, 166 days	446.6
TCGA-CN-5361-01A	0 years, male, white, stage:Stage IVA, dead, 2120 days	439.9
TCGA-CN-6992-01A	0 years, male, white, stage:Stage IVA, alive, 1066 days	438.2
TCGA-CV-7406-01A	0 years, male, white, stage:Stage II, dead, 1748 days	435.9
TCGA-CQ-6228-01A	0 years, female, white, stage:Stage IVA, dead, 456 days	432.6
TCGA-CR-7385-01A	0 years, male, white, stage:'--, alive, 997 days	411.1
TCGA-CV-5431-01A	0 years, male, white, stage:Stage IVA, dead, 522 days	405.2
TCGA-CV-5435-01A	0 years, male, white, stage:Stage IVA, dead, 2319 days	392.8
TCGA-CV-6937-01A	0 years, male, white, stage:Stage II, dead, 624 days	391.9
TCGA-CN-6022-01A	0 years, male, white, stage:Stage IVA, dead, 281 days	383.3
TCGA-IQ-A61I-01A	0 years, male, black or african american, stage:Stage IVA, dead, 2 days	365.5
TCGA-D6-6824-01A	0 years, male, white, stage:Stage IVA, alive, 77 days	360.7
TCGA-P3-A6T8-01A	0 years, male, white, stage:Stage IVA, alive, 400 days	359.9
TCGA-BA-4075-01A	0 years, male, black or african american, stage:Stage III, dead, 283 days	359.3
TCGA-UF-A7JA-01A	0 years, female, white, stage:Stage IVA, alive, 2265 days	359.1
TCGA-BA-A8YP-01A	0 years, male, black or african american, stage:Stage IVB, alive, 499 days	359.1
TCGA-UP-A6WW-01A	0 years, male, white, stage:'--, alive, 518 days	349.9
TCGA-CN-A642-01A	0 years, male, white, stage:Stage IVB, dead, 82 days	347.7
TCGA-CN-5363-01A	0 years, male, black or african american, stage:Stage IVB, dead, 253 days	324.8
TCGA-KU-A6H8-01A	0 years, male, white, stage:Stage IVA, dead, 327 days	321.4
TCGA-CN-6997-01A	0 years, male, white, stage:Stage IVA, dead, 988 days	317.7
TCGA-CR-7374-01A	0 years, female, white, stage:'--, alive, 30 days	312.7
TCGA-DQ-5631-01A	0 years, male, white, stage:'--, dead, 548 days	310.0
TCGA-CR-5243-01A	0 years, male, white, stage:'--, alive, 2562 days	306.8
TCGA-QK-A8Z7-01A	0 years, male, black or african american, stage:Stage IVA, alive, 392 days	297.2
TCGA-CV-6962-01A	0 years, male, white, stage:Stage IVA, dead, 126 days	296.9
TCGA-CV-A460-01A	0 years, male, white, stage:'--, dead, 1838 days	277.6
TCGA-CV-5443-01A	0 years, male, black or african american, stage:Stage III, alive, 2784 days	276.7
TCGA-CV-7418-01A	0 years, male, black or african american, stage:Stage IVA, dead, 789 days	264.3
TCGA-CN-4731-01A	0 years, female, white, stage:Stage IVA, dead, 998 days	263.6
TCGA-BA-5153-01A	0 years, male, white, stage:'--, dead, 1762 days	260.4
TCGA-UF-A7JS-01A	0 years, male, white, stage:Stage IVA, dead, 680 days	253.5
TCGA-KU-A6H7-01A	0 years, female, white, stage:Stage IVA, alive, 586 days	250.9
TCGA-D6-6827-01A	0 years, female, white, stage:Stage I, alive, 568 days	244.7
TCGA-UF-A7JD-01A	0 years, male, stage:Stage IVA, dead, 739 days	239.1
TCGA-QK-AA3J-01A	0 years, male, black or african american, stage:Stage I, alive, 466 days	221.2
TCGA-CN-5374-01A	0 years, female, white, stage:Stage IVA, dead, 1732 days	213.4
TCGA-CR-7370-01A	0 years, female, white, stage:'--, alive, 105 days	213.1
TCGA-CV-7440-01A	0 years, male, white, stage:Stage II, dead, 675 days	204.6
TCGA-CN-6988-01A	0 years, male, white, stage:Stage IVA, alive, 318 days	204.2
TCGA-RS-A6TP-01A	0 years, male, white, stage:Stage II, alive, 516 days	201.2
TCGA-CV-A461-01A	0 years, male, white, stage:'--, dead, 2064 days	199.7
TCGA-BA-4074-01A	0 years, male, white, stage:Stage IVA, dead, 462 days	199.5
TCGA-QK-A6IF-01A	0 years, male, white, stage:'--, alive, 704 days	194.4
TCGA-P3-A6T6-01A	0 years, male, white, stage:Stage IVA, dead, 395 days	178.7
TCGA-MZ-A6I9-01A	0 years, male, white, stage:'--, dead, 489 days	176.4
TCGA-TN-A7HL-01A	0 years, male, white, stage:Stage IVA, alive, 619 days	160.9
TCGA-BB-4228-01A	0 years, male, white, stage:Stage III, alive, 559 days	156.1
TCGA-P3-A6SW-01A	0 years, male, white, stage:Stage IVB, alive, 1120 days	156.0
TCGA-CV-6948-01A	0 years, female, white, stage:Stage IVB, dead, 1289 days	151.1
TCGA-BA-A6D8-01A	0 years, male, black or african american, stage:Stage IVA, alive, 850 days	149.1
TCGA-CV-5971-01A	0 years, male, white, stage:Stage IVA, alive, 701 days	144.4
TCGA-CN-A6V7-01A	0 years, male, white, stage:Stage IVA, alive, 594 days	143.5
TCGA-BB-A6UM-01A	0 years, male, white, stage:Stage III, alive, 393 days	138.3
TCGA-CR-7399-01A	0 years, female, white, stage:Stage IVA, alive, 181 days	136.3
TCGA-CN-A63U-01A	0 years, male, white, stage:Stage IVA, alive, 964 days	134.6
TCGA-CN-A6UY-01A	0 years, male, white, stage:Stage IVA, alive, 713 days	126.4
TCGA-BB-A5HY-01A	0 years, male, white, stage:Stage IVA, dead, 321 days	122.2
TCGA-CR-6480-01A	0 years, male, white, stage:'--, alive, 362 days	121.0
TCGA-CN-6023-01A	0 years, male, white, stage:Stage IVA, alive, 1584 days	118.3
TCGA-CN-4727-01A	0 years, male, white, stage:Stage IVA, alive, 1560 days	117.7
TCGA-D6-A6EN-01A	0 years, male, white, stage:Stage III, alive, 687 days	117.0
TCGA-CQ-A4CI-01A	0 years, male, white, stage:Stage III, alive, 950 days	116.1
TCGA-CV-A45W-01A	0 years, male, white, stage:Stage II, dead, 1398 days	109.9
TCGA-CV-6939-01A	0 years, male, white, stage:Stage IVA, dead, 666 days	109.7
TCGA-UF-A7JF-01A	0 years, male, white, stage:Stage IVA, alive, 1686 days	108.4
TCGA-BA-6871-01A	0 years, male, white, stage:'--, dead, 108 days	106.8
TCGA-CV-A6JU-01A	0 years, female, white, stage:Stage IVB, alive, 110 days	103.4
TCGA-CV-7254-01A	0 years, male, white, stage:Stage II, dead, 1459 days	102.1
TCGA-CR-6473-01A	0 years, male, white, stage:'--, alive, 1125 days	98.6
TCGA-CN-A497-01A	0 years, male, stage:Stage III, alive, 1065 days	98.6
TCGA-CR-7398-01A	0 years, female, white, stage:Stage II, alive, 156 days	87.2
TCGA-KU-A66S-01A	0 years, female, white, stage:Stage III, dead, 406 days	86.2
TCGA-BA-4078-01A	0 years, male, white, stage:'--, dead, 276 days	79.1
TCGA-CV-7424-01A	0 years, male, asian, stage:Stage IVA, dead, 453 days	78.6
TCGA-CR-6482-01A	0 years, male, black or african american, stage:'--, alive, 345 days	76.9
TCGA-CV-7235-01A	0 years, male, white, stage:Stage II, alive, 2347 days	69.6
TCGA-CR-6470-01A	0 years, male, white, stage:Stage II, alive, 1521 days	65.8
TCGA-BB-4223-01A	0 years, male, white, stage:Stage IVA, alive, 3221 days	62.1
TCGA-CX-A4AQ-01A	0 years, male, white, stage:Stage IVA, alive, 1555 days	59.9
TCGA-P3-A5Q5-01A	0 years, male, white, stage:Stage IVA, alive, 910 days	52.6
TCGA-CV-7100-01A	0 years, male, white, stage:Stage III, dead, 274 days	51.2
TCGA-CQ-7072-01A	0 years, male, white, stage:Stage II, alive, 2359 days	47.5
TCGA-CV-5966-01A	0 years, female, white, stage:Stage IVA, dead, 545 days	45.9
TCGA-CV-6433-01A	0 years, male, white, stage:Stage II, alive, 641 days	42.7
TCGA-CN-4735-01A	0 years, male, white, stage:Stage IVA, alive, 1737 days	38.0
TCGA-HD-8224-01A	0 years, male, white, stage:Stage IVA, dead, 446 days	35.3
TCGA-BB-4225-01A	0 years, male, white, stage:'--, alive, 146 days	34.7
TCGA-CV-7429-01A	0 years, male, white, stage:Stage IVA, dead, 107 days	32.8
TCGA-TN-A7HI-01A	0 years, male, white, stage:Stage IVA, alive, 412 days	29.8
TCGA-CV-5430-01A	0 years, male, white, stage:Stage IVA, alive, 4241 days	26.7
TCGA-IQ-7631-01A	0 years, female, white, stage:Stage II, alive, 1172 days	18.8
TCGA-CR-6467-01A	0 years, male, white, stage:Stage III, alive, 1777 days	16.8
TCGA-BA-5559-01A	0 years, male, white, stage:'--, dead, 2083 days	15.5
TCGA-MT-A7BN-01A	0 years, male, white, stage:Stage IVA, alive, 469 days	15.3
TCGA-QK-AA3K-01A	0 years, male, black or african american, stage:Stage IVA, alive, 253 days	9.3
TCGA-CV-6441-01A	0 years, male, white, stage:Stage III, dead, 292 days	9.2
TCGA-IQ-A61O-01A	0 years, male, white, stage:Stage IVA, dead, 421 days	6.9
TCGA-CR-6487-01A	0 years, male, white, stage:Stage I, alive, 234 days	4.4
TCGA-D6-A6EP-01A	0 years, male, white, stage:Stage III, alive, 424 days	2.5
TCGA-F7-A624-01A	0 years, male, white, stage:Stage II, alive, 378 days	1.4
TCGA-CQ-6221-01A	0 years, male, white, stage:'--, alive, 1000 days	0.9
TCGA-HD-A634-01A	0 years, male, white, stage:Stage IVA, dead, 130 days	0.7
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HEAD AND NECK SQUAMOUS CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

183

Samples

Sample ID	Sample type	nRPX
CPT0245600003	Tumor	2.5
CPT0194960003	Tumor	2.0
CPT0244940004	Tumor	1.9
CPT0194420003	Tumor	1.5
CPT0011130005	Tumor	1.5
CPT0236620003	Tumor	1.4
CPT0281470002	Normal	1.4
CPT0196210003	Tumor	1.4
CPT0163740003	Tumor	1.3
CPT0223450003	Tumor	1.2
CPT0220610003	Tumor	1.1
CPT0246670003	Tumor	1.1
CPT0162990004	Tumor	1.1
CPT0222360003	Tumor	1.1
CPT0163240003	Tumor	1.0
CPT0248330003	Tumor	0.9
CPT0177010003	Tumor	0.9
CPT0163340003	Tumor	0.9
CPT0163720003	Normal	0.9
CPT0176770003	Tumor	0.8
CPT0199700003	Tumor	0.8
CPT0163790003	Tumor	0.8
CPT0226340003	Tumor	0.8
CPT0094350004	Tumor	0.8
CPT0241980004	Tumor	0.8
CPT0095040003	Tumor	0.7
CPT0088060004	Tumor	0.7
CPT0169740004	Normal	0.6
CPT0207870004	Tumor	0.6
CPT0008630003	Tumor	0.5
CPT0245300003	Tumor	0.5
CPT0184530003	Tumor	0.5
CPT0169890003	Tumor	0.5
CPT0248520003	Tumor	0.5
CPT0163650003	Tumor	0.5
CPT0237620004	Tumor	0.4
CPT0169640003	Tumor	0.4
CPT0226440003	Tumor	0.4
CPT0163600003	Tumor	0.4
CPT0008520008	Tumor	0.4
CPT0163480003	Tumor	0.3
CPT0223460003	Normal	0.3
CPT0235460003	Tumor	0.3
CPT0123260003	Tumor	0.3
C3N-04279-05	Normal	0.2
CPT0246540003	Tumor	0.2
CPT0087820003	Tumor	0.2
CPT0094560004	Tumor	0.2
CPT0194800003	Normal	0.2
CPT0245550003	Tumor	0.2
CPT0237480004	Tumor	0.1
CPT0094420004	Tumor	0.1
CPT0087990003	Tumor	0.1
CPT0177200003	Tumor	0.1
CPT0194250003	Tumor	0.1
CPT0245130003	Tumor	0.0
CPT0196060003	Normal	0.0
CPT0199890003	Normal	0.0
CPT0222180003	Tumor	0.0
CPT0235470002	Normal	0.0
CPT0226090003	Normal	0.0
CPT0162940003	Tumor	0.0
CPT0195860003	Tumor	-0.1
CPT0177390003	Tumor	-0.1
CPT0094490004	Tumor	-0.1
CPT0245190003	Normal	-0.1
CPT0199830003	Normal	-0.1
CPT0177220003	Normal	-0.1
CPT0195700003	Normal	-0.2
C3N-04275-05	Normal	-0.2
CPT0245180003	Tumor	-0.2
CPT0278700002	Normal	-0.2
CPT0235910003	Tumor	-0.2
CPT0163020003	Normal	-0.2
CPT0237130004	Tumor	-0.2
CPT0011290003	Tumor	-0.2
CPT0256560003	Tumor	-0.2
CPT0199820003	Tumor	-0.2
CPT0226450003	Normal	-0.2
CPT0235920003	Normal	-0.3
CPT0123180003	Tumor	-0.3
CPT0245010003	Tumor	-0.3
CPT0163490003	Normal	-0.3
CPT0163800003	Normal	-0.3
CPT0127050003	Tumor	-0.4
CPT0229220002	Normal	-0.4
CPT0245400003	Tumor	-0.4
CPT0223970003	Tumor	-0.4
CPT0245730003	Tumor	-0.4
CPT0094280004	Tumor	-0.4
CPT0008960003	Normal	-0.4
CPT0245630003	Tumor	-0.4
CPT0024810003	Tumor	-0.5
CPT0245450003	Tumor	-0.5
CPT0196040003	Tumor	-0.5
CPT0245460003	Normal	-0.5
CPT0245020003	Normal	-0.5
C3N-01758-04	Normal	-0.5
CPT0013210004	Tumor	-0.6
C3N-00857-05	Normal	-0.6
CPT0245500003	Tumor	-0.6
C3N-00295-05	Normal	-0.6
CPT0163410003	Tumor	-0.6
CPT0088410003	Tumor	-0.6
CPT0201860004	Normal	-0.6
CPT0013000004	Tumor	-0.6
CPT0246590003	Tumor	-0.6
CPT0177710003	Tumor	-0.6
CPT0245060004	Tumor	-0.7
CPT0123190003	Normal	-0.7
CPT0199710003	Normal	-0.7
C3N-01859-04	Normal	-0.7
CPT0201830004	Tumor	-0.7
CPT0194260003	Normal	-0.7
CPT0226130003	Tumor	-0.8
CPT0226350003	Normal	-0.8
CPT0236870003	Normal	-0.8
CPT0084630009	Tumor	-0.8
CPT0199880003	Tumor	-0.9
CPT0236850004	Tumor	-0.9
CPT0237640003	Normal	-0.9
CPT0088010003	Normal	-0.9
CPT0242000004	Normal	-0.9
CPT0237150003	Normal	-0.9
CPT0226390003	Tumor	-0.9
CPT0220620003	Normal	-0.9
CPT0245680003	Tumor	-1.0
CPT0190860003	Normal	-1.0
CPT0163860003	Normal	-1.0
CPT0236640003	Normal	-1.1
CPT0248350003	Normal	-1.1
CPT0084650004	Normal	-1.1
CPT0163430003	Normal	-1.1
CPT0011320003	Normal	-1.1
CPT0013030003	Normal	-1.1
CPT0226270003	Normal	-1.1
CPT0013250003	Normal	-1.1
CPT0162890003	Tumor	-1.1
CPT0245410003	Normal	-1.1
C3N-02693-06	Normal	-1.1
CPT0250310003	Tumor	-1.1
CPT0163250003	Normal	-1.2
CPT0163530003	Tumor	-1.2
CPT0226030003	Tumor	-1.2
CPT0237500003	Normal	-1.2
CPT0088080003	Normal	-1.2
CPT0245560003	Normal	-1.3
CPT0226400003	Normal	-1.3
CPT0245230004	Tumor	-1.3
C3N-04276-06	Normal	-1.3
CPT0094580003	Normal	-1.3
CPT0245140003	Normal	-1.3
C3N-01620-05	Normal	-1.4
CPT0008930003	Tumor	-1.4
CPT0163170003	Normal	-1.4
CPT0013130003	Tumor	-1.4
CPT0195880003	Normal	-1.5
CPT0169730003	Tumor	-1.5
CPT0195680003	Tumor	-1.5
CPT0244890004	Tumor	-1.5
CPT0169920003	Normal	-1.5
CPT0088430003	Normal	-1.5
CPT0013460003	Normal	-1.5
CPT0123280003	Normal	-1.5
CPT0163910003	Tumor	-1.5
CPT0163610003	Normal	-1.6
CPT0013430003	Tumor	-1.6
CPT0246620003	Tumor	-1.6
CPT0222200003	Normal	-1.7
CPT0163840003	Tumor	-1.7
CPT0243090003	Tumor	-1.7
CPT0243140004	Normal	-1.7
CPT0163090003	Tumor	-1.8
CPT0190850003	Tumor	-2.0
CPT0194790003	Tumor	-2.0
CPT0261520003	Tumor	-2.0
CPT0226250004	Tumor	-2.1
CPT0245350003	Tumor	-2.1
CPT0163160003	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 HPA045697	Antibody HPA061168	Antibody CAB000130
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 Adenocarcinoma, metastatic, NOS
Adenocarcinoma, NOS