Expression of S100A8 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

S100A8 is not prognostic in Head and Neck Squamous Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 1774.81

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

10993.0

Number of samples

492

Samples

Sample	Description	TPM
TCGA-BA-A6DA-01A	41 years, female, white, stage:Stage IVA, alive, 351 days	54869.7
TCGA-CV-A45O-01A	57 years, male, white, stage:'--, alive, 851 days	54770.3
TCGA-QK-A6IJ-01A	71 years, male, white, stage:Stage III, alive, 387 days	53316.8
TCGA-CV-6955-01A	74 years, female, white, stage:Stage II, dead, 334 days	52138.2
TCGA-CN-A49C-01A	67 years, male, white, stage:'--, alive, 645 days	50587.4
TCGA-CV-6436-01A	62 years, male, white, stage:Stage IVA, alive, 1899 days	49928.9
TCGA-D6-A6ES-01A	50 years, male, white, stage:Stage IVA, alive, 389 days	45280.4
TCGA-MZ-A7D7-01A	51 years, male, white, stage:Stage IVA, alive, 547 days	44523.2
TCGA-MT-A67A-01A	85 years, female, white, stage:Stage I, alive, 914 days	43970.6
TCGA-IQ-A61I-01A	63 years, male, black or african american, stage:Stage IVA, dead, 2 days	42516.6
TCGA-F7-A622-01A	75 years, male, white, stage:Stage III, dead, 359 days	41329.5
TCGA-CV-A6JT-01A	65 years, male, white, stage:Stage II, alive, 852 days	40071.6
TCGA-CN-4726-01A	68 years, male, white, stage:Stage IVA, dead, 142 days	39115.2
TCGA-CQ-6223-01A	69 years, male, white, stage:Stage II, alive, 1428 days	37875.5
TCGA-H7-7774-01A	75 years, female, white, stage:Stage IVA, alive, 407 days	37446.3
TCGA-D6-A6EK-01A	67 years, male, white, stage:Stage III, alive, 875 days	36652.0
TCGA-CV-7411-01A	64 years, female, white, stage:Stage IVA, dead, 2717 days	36380.0
TCGA-CV-7423-01A	65 years, male, white, stage:Stage II, dead, 3059 days	35513.1
TCGA-CV-A45X-01A	47 years, male, white, stage:Stage IVA, dead, 198 days	35099.1
TCGA-H7-A6C4-01A	35 years, female, white, stage:Stage IVA, dead, 414 days	35083.8
TCGA-CV-6936-01A	68 years, male, white, stage:Stage IVA, dead, 166 days	34647.3
TCGA-BA-A6DB-01A	24 years, female, white, stage:Stage I, alive, 216 days	34246.1
TCGA-CV-7183-01A	53 years, male, white, stage:Stage II, alive, 3981 days	33308.7
TCGA-P3-A6T4-01A	54 years, male, white, stage:Stage IVA, dead, 62 days	33303.4
TCGA-CV-A45V-01A	87 years, female, white, stage:Stage IVA, dead, 32 days	33216.3
TCGA-CV-A45P-01A	82 years, female, white, stage:Stage I, alive, 639 days	32668.8
TCGA-CV-7180-01A	34 years, male, white, stage:Stage II, dead, 327 days	32261.9
TCGA-F7-A50J-01A	67 years, female, white, stage:Stage III, alive, 947 days	32039.5
TCGA-CQ-6222-01A	63 years, male, white, stage:Stage IVA, alive, 2016 days	31497.0
TCGA-CQ-7071-01A	76 years, female, white, stage:Stage III, alive, 1311 days	30783.4
TCGA-CN-6998-01A	53 years, male, white, stage:Stage IVA, dead, 357 days	30614.3
TCGA-CV-A465-01A	24 years, male, white, stage:Stage III, dead, 215 days	30448.3
TCGA-CV-A6JY-01A	69 years, male, white, stage:Stage IVA, alive, 646 days	30304.2
TCGA-F7-A50G-01A	66 years, male, white, stage:Stage III, alive, 616 days	30297.5
TCGA-QK-A6VC-01A	62 years, female, black or african american, stage:Stage IVA, alive, 600 days	30194.3
TCGA-P3-A6T7-01A	55 years, male, white, stage:Stage IVA, dead, 487 days	29992.2
TCGA-TN-A7HJ-01A	51 years, male, white, stage:Stage IVA, alive, 403 days	29858.7
TCGA-CV-A45R-01A	46 years, male, white, stage:Stage III, alive, 5480 days	29657.4
TCGA-IQ-7632-01A	68 years, female, white, stage:Stage IVA, alive, 441 days	29522.4
TCGA-QK-A6II-01A	52 years, male, white, stage:Stage IVA, dead, 284 days	29238.4
TCGA-CN-4741-01A	75 years, male, white, stage:Stage IVA, alive, 2239 days	28701.2
TCGA-IQ-A6SG-01A	61 years, female, white, stage:Stage III, alive, 579 days	28485.4
TCGA-MT-A67F-01A	60 years, female, white, stage:Stage IVA, alive, 384 days	28419.1
TCGA-CQ-A4CE-01A	76 years, female, stage:Stage II, alive, 897 days	27820.5
TCGA-DQ-5630-01A	73 years, male, white, stage:'--, alive, 1030 days	26984.1
TCGA-H7-A76A-01A	57 years, male, white, stage:'--, alive, 637 days	26912.0
TCGA-CR-7385-01A	42 years, male, white, stage:'--, alive, 997 days	26803.0
TCGA-CV-A6JN-01A	53 years, male, white, stage:'--, alive, 906 days	26799.0
TCGA-HD-8634-01A	51 years, female, white, stage:Stage I, dead, 385 days	26583.5
TCGA-MT-A51W-01A	52 years, female, white, stage:Stage I, alive, 437 days	26475.8
TCGA-CV-6953-01A	80 years, female, white, stage:Stage III, dead, 1641 days	26044.3
TCGA-QK-A652-01A	60 years, male, white, stage:Stage III, alive, 645 days	25947.7
TCGA-CQ-6218-01A	52 years, female, white, stage:Stage IVA, alive, 1253 days	25925.8
TCGA-UF-A719-01A	54 years, male, stage:Stage II, alive, 1663 days	25858.7
TCGA-CV-5970-01A	59 years, male, white, stage:Stage IVA, dead, 406 days	25529.7
TCGA-CV-7427-01A	73 years, female, white, stage:Stage II, dead, 4760 days	25359.5
TCGA-CN-6020-01A	58 years, male, black or african american, stage:Stage III, dead, 205 days	25266.7
TCGA-QK-A8Z8-01A	60 years, female, black or african american, stage:Stage IVC, dead, 171 days	24695.6
TCGA-IQ-A61J-01A	54 years, male, white, stage:Stage IVA, alive, 1021 days	24451.8
TCGA-CQ-6229-01A	61 years, male, white, stage:Stage II, alive, 1179 days	24402.2
TCGA-BA-5151-01A	72 years, male, white, stage:Stage IVA, alive, 722 days	24217.1
TCGA-BA-A4II-01A	46 years, male, white, stage:Stage II, alive, 918 days	24205.5
TCGA-CV-5442-01A	76 years, female, white, stage:Stage IVA, alive, 2327 days	24148.0
TCGA-BA-4076-01A	39 years, male, white, stage:'--, dead, 415 days	24086.7
TCGA-CV-A468-01A	42 years, male, stage:Stage IVA, dead, 464 days	23997.9
TCGA-BA-A6DD-01A	44 years, male, black or african american, stage:Stage IVA, dead, 173 days	23943.9
TCGA-CV-A463-01A	82 years, female, white, stage:Stage IVA, dead, 23 days	23902.4
TCGA-CR-7391-01A	36 years, female, white, stage:Stage I, alive, 913 days	23863.6
TCGA-CR-6492-01A	78 years, male, white, stage:Stage III, alive, 479 days	23699.2
TCGA-CN-5373-01A	55 years, female, white, stage:Stage I, alive, 1584 days	22966.0
TCGA-CV-A45T-01A	64 years, female, white, stage:'--, dead, 4856 days	22644.0
TCGA-BB-A6UM-01A	52 years, male, white, stage:Stage III, alive, 393 days	22511.3
TCGA-CR-7368-01A	54 years, male, white, stage:Stage IVA, alive, 1245 days	22357.0
TCGA-UF-A71E-01A	63 years, male, white, stage:Stage IVA, dead, 1504 days	22340.8
TCGA-BB-4224-01A	52 years, male, white, stage:Stage IVA, alive, 278 days	22336.3
TCGA-BA-A6DJ-01A	62 years, male, asian, stage:Stage IVA, dead, 407 days	22225.2
TCGA-BA-6872-01A	47 years, male, white, stage:'--, dead, 384 days	21896.9
TCGA-MT-A67D-01A	55 years, male, white, stage:Stage II, alive, 56 days	21725.8
TCGA-C9-A47Z-01A	72 years, female, asian, stage:Stage III, dead, 191 days	21706.0
TCGA-CR-7393-01A	26 years, male, white, stage:Stage III, alive, 993 days	21624.2
TCGA-CN-A641-01A	47 years, male, white, stage:Stage IVA, alive, 367 days	21616.2
TCGA-CV-A45Q-01A	69 years, female, white, stage:'--, dead, 5152 days	21596.1
TCGA-CV-7089-01A	74 years, male, white, stage:Stage IVA, dead, 1972 days	21473.3
TCGA-CN-A498-01A	61 years, female, white, stage:Stage III, dead, 773 days	21416.4
TCGA-CN-5365-01A	38 years, male, white, stage:Stage IVB, dead, 351 days	21290.0
TCGA-P3-A6T5-01A	79 years, female, white, stage:Stage IVA, dead, 882 days	21245.3
TCGA-BA-5557-01A	41 years, female, stage:Stage III, alive, 623 days	21237.5
TCGA-F7-A61S-01A	62 years, male, white, stage:Stage III, alive, 576 days	20985.9
TCGA-CV-7413-01A	74 years, female, white, stage:Stage II, dead, 294 days	20881.9
TCGA-CN-4742-01A	48 years, female, white, stage:Stage IVA, dead, 397 days	20841.9
TCGA-F7-A620-01A	47 years, male, white, stage:Stage III, alive, 543 days	20730.0
TCGA-CN-4722-01A	61 years, female, white, stage:Stage II, alive, 1483 days	20721.5
TCGA-D6-6516-01A	69 years, male, white, stage:Stage I, alive, 773 days	20550.5
TCGA-BB-A6UO-01A	61 years, female, white, stage:Stage IVA, dead, 268 days	20433.1
TCGA-CV-7425-01A	77 years, female, white, stage:Stage III, dead, 1718 days	20415.9
TCGA-BA-5558-01A	65 years, male, white, stage:'--, alive, 1995 days	20316.5
TCGA-CX-7086-01A	53 years, male, black or african american, stage:Stage III, alive, 573 days	20253.1
TCGA-CQ-7065-01A	40 years, male, asian, stage:Stage II, alive, 1628 days	19995.7
TCGA-UF-A7JC-01A	42 years, male, white, stage:Stage IVA, dead, 546 days	19870.8
TCGA-HD-A4C1-01A	41 years, female, black or african american, stage:Stage IVA, alive, 11 days	19825.0
TCGA-CR-6471-01A	58 years, male, white, stage:Stage IVA, dead, 1202 days	19817.1
TCGA-CV-6952-01A	65 years, female, white, stage:Stage IVA, dead, 185 days	19078.5
TCGA-HD-A6I0-01A	56 years, male, white, stage:Stage IVA, alive, 210 days	18931.1
TCGA-MZ-A6I9-01A	68 years, male, white, stage:'--, dead, 489 days	18738.0
TCGA-BA-A6DI-01A	62 years, male, black or african american, stage:'--, dead, 336 days	18686.9
TCGA-CR-6480-01A	53 years, male, white, stage:'--, alive, 362 days	18606.2
TCGA-CQ-6220-01A	69 years, male, white, stage:Stage III, dead, 985 days	18409.6
TCGA-BB-4227-01A	66 years, male, white, stage:Stage IVA, alive, 134 days	18261.0
TCGA-F7-A623-01A	70 years, male, white, stage:Stage IVA, alive, 616 days	18251.0
TCGA-CV-A6K2-01A	79 years, male, white, stage:Stage IVA, dead, 317 days	18134.7
TCGA-BA-5152-01A	56 years, male, white, stage:Stage IVA, alive, 1288 days	17996.8
TCGA-CR-7369-01A	59 years, male, white, stage:Stage IVA, dead, 1090 days	17978.0
TCGA-CR-5249-01A	35 years, female, white, stage:Stage II, alive, 1152 days	17919.4
TCGA-CR-6484-01A	67 years, female, asian, stage:Stage IVA, alive, 354 days	17881.1
TCGA-MT-A51X-01A	30 years, male, white, stage:Stage IVA, alive, 242 days	17842.9
TCGA-CQ-5331-01A	73 years, female, white, stage:'--, alive, 1399 days	17622.0
TCGA-CR-7397-01A	44 years, male, white, stage:Stage IVA, alive, 754 days	17574.1
TCGA-BA-6870-01A	60 years, female, black or african american, stage:'--, dead, 451 days	17436.0
TCGA-D6-6825-01A	73 years, male, white, stage:Stage I, alive, 491 days	17326.3
TCGA-IQ-A61G-01A	57 years, male, white, stage:Stage IVA, alive, 360 days	17316.2
TCGA-BA-5556-01A	58 years, female, white, stage:Stage II, alive, 725 days	17309.0
TCGA-UF-A7JF-01A	80 years, male, white, stage:Stage IVA, alive, 1686 days	17242.1
TCGA-CQ-5327-01A	61 years, female, asian, stage:Stage IVA, alive, 1660 days	17239.8
TCGA-CN-4734-01A	70 years, male, white, stage:Stage II, alive, 1690 days	17082.5
TCGA-UF-A718-01A	62 years, male, white, stage:Stage IVA, alive, 1971 days	16778.2
TCGA-CV-7410-01A	61 years, male, white, stage:Stage III, dead, 6417 days	16767.4
TCGA-D6-A6EQ-01A	57 years, male, white, stage:Stage IVA, alive, 368 days	16676.3
TCGA-P3-A5Q5-01A	54 years, male, white, stage:Stage IVA, alive, 910 days	16639.8
TCGA-P3-A5QF-01A	49 years, male, white, stage:Stage IVA, dead, 330 days	16623.2
TCGA-CN-5364-01A	55 years, male, white, stage:Stage IVA, dead, 493 days	16465.0
TCGA-IQ-A61E-01A	55 years, female, white, stage:Stage III, alive, 1147 days	16251.2
TCGA-CN-5369-01A	90 years, female, white, stage:Stage IVA, dead, 1 days	16123.0
TCGA-CN-4739-01A	71 years, male, white, stage:Stage IVA, dead, 1394 days	16107.3
TCGA-KU-A6H8-01A	41 years, male, white, stage:Stage IVA, dead, 327 days	15981.4
TCGA-P3-A6T3-01A	49 years, male, white, stage:Stage IVA, dead, 577 days	15933.0
TCGA-C9-A480-01A	45 years, female, asian, stage:Stage III, alive, 386 days	15881.0
TCGA-CV-6945-01A	41 years, male, white, stage:Stage IVA, dead, 366 days	15813.2
TCGA-BB-A5HZ-01A	65 years, male, white, stage:Stage IVA, alive, 827 days	15645.0
TCGA-CQ-7063-01A	59 years, female, white, stage:Stage I, alive, 2133 days	15610.5
TCGA-KU-A66T-01A	53 years, female, white, stage:Stage IVA, alive, 552 days	15448.8
TCGA-CQ-5325-01A	65 years, male, white, stage:Stage I, dead, 654 days	15112.5
TCGA-CN-4729-01A	73 years, male, white, stage:Stage III, alive, 392 days	15009.0
TCGA-QK-A8ZB-01A	68 years, male, black or african american, stage:Stage IVA, alive, 542 days	14696.1
TCGA-CQ-A4C9-01A	56 years, male, stage:Stage III, alive, 707 days	14611.1
TCGA-T2-A6WZ-01A	53 years, male, white, stage:'--, dead, 484 days	14489.9
TCGA-CR-7395-01A	80 years, female, white, stage:Stage II, alive, 930 days	14444.3
TCGA-QK-A6IH-01A	65 years, female, white, stage:Stage IVB, alive, 653 days	14440.3
TCGA-IQ-A6SH-01A	55 years, male, black or african american, stage:Stage III, alive, 471 days	14419.0
TCGA-CV-7430-01A	56 years, male, white, stage:Stage IVA, dead, 495 days	14418.7
TCGA-CQ-5323-01A	82 years, male, white, stage:Stage I, alive, 1466 days	14337.7
TCGA-CR-7401-01A	64 years, male, white, stage:Stage I, alive, 1077 days	14312.5
TCGA-BB-A5HU-01A	47 years, male, white, stage:Stage IVA, alive, 782 days	14182.6
TCGA-CR-6491-01A	60 years, male, black or african american, stage:Stage IVA, alive, 693 days	14154.8
TCGA-CR-6481-01A	47 years, male, white, stage:'--, alive, 311 days	14059.9
TCGA-HD-A633-01A	74 years, male, white, stage:Stage IVA, alive, 421 days	14029.3
TCGA-UF-A71D-01A	54 years, female, white, stage:Stage IVA, alive, 1461 days	13988.4
TCGA-D6-8569-01A	52 years, male, white, stage:Stage II, alive, 770 days	13830.6
TCGA-CN-4725-01A	60 years, male, white, stage:Stage II, alive, 1157 days	13829.4
TCGA-CV-A6K1-01A	65 years, male, white, stage:Stage IVA, alive, 685 days	13691.6
TCGA-CR-6472-01A	59 years, male, white, stage:'--, alive, 1050 days	13637.2
TCGA-DQ-5625-01A	52 years, female, white, stage:'--, dead, 1133 days	13632.8
TCGA-CN-5359-01A	59 years, male, white, stage:Stage IVA, dead, 377 days	13620.2
TCGA-F7-A50I-01A	72 years, male, white, stage:Stage IVA, alive, 92 days	13568.8
TCGA-CR-7394-01A	70 years, male, white, stage:Stage IVA, alive, 1346 days	13464.7
TCGA-MZ-A5BI-01A	53 years, male, white, stage:'--, dead, 217 days	13005.5
TCGA-CN-A6V3-01A	61 years, male, white, stage:Stage IVA, alive, 742 days	12980.9
TCGA-CV-7238-01A	69 years, female, white, stage:Stage II, alive, 2727 days	12948.9
TCGA-HL-7533-01A	65 years, male, white, stage:'--, alive, 1057 days	12852.6
TCGA-CV-6943-01A	74 years, male, white, stage:Stage III, dead, 602 days	12838.6
TCGA-BA-A4IG-01A	77 years, male, white, stage:'--, alive, 855 days	12779.2
TCGA-CR-5248-01A	53 years, male, white, stage:'--, alive, 1663 days	12651.1
TCGA-CV-5439-01A	62 years, male, white, stage:Stage IVA, dead, 546 days	12608.3
TCGA-CV-7099-01A	85 years, female, white, stage:Stage II, dead, 243 days	12398.8
TCGA-CN-6021-01A	63 years, female, white, stage:'--, dead, 276 days	12372.8
TCGA-CV-6940-01A	80 years, female, white, stage:Stage III, dead, 804 days	12218.4
TCGA-BA-A6DE-01A	70 years, female, white, stage:Stage II, alive, 440 days	12089.4
TCGA-P3-A6SW-01A	50 years, male, white, stage:Stage IVB, alive, 1120 days	11768.6
TCGA-CV-A464-01A	48 years, male, white, stage:Stage III, alive, 1722 days	11717.2
TCGA-CQ-5334-01A	87 years, male, white, stage:Stage IVA, dead, 129 days	11694.1
TCGA-CR-7367-01A	52 years, male, white, stage:Stage IVA, alive, 1440 days	11590.0
TCGA-UF-A7JJ-01A	68 years, male, stage:Stage IVA, alive, 549 days	11448.5
TCGA-CN-A6V6-01A	59 years, male, white, stage:Stage IVA, alive, 635 days	11428.2
TCGA-KU-A6H7-01A	55 years, female, white, stage:Stage IVA, alive, 586 days	11334.2
TCGA-CV-6954-01A	59 years, male, black or african american, stage:Stage IVA, dead, 2002 days	11248.6
TCGA-D6-A4ZB-01A	61 years, male, white, stage:Stage III, alive, 376 days	11181.3
TCGA-CN-A63V-01A	59 years, male, white, stage:Stage IVA, alive, 679 days	11134.6
TCGA-CX-7085-01A	77 years, female, white, stage:Stage I, alive, 321 days	11133.4
TCGA-CR-7372-01A	45 years, male, white, stage:Stage I, alive, 759 days	11129.3
TCGA-TN-A7HL-01A	59 years, male, white, stage:Stage IVA, alive, 619 days	10947.0
TCGA-CN-4740-01A	79 years, female, white, stage:Stage IVA, dead, 839 days	10909.6
TCGA-CR-7386-01A	69 years, male, white, stage:Stage IVA, alive, 1430 days	10875.2
TCGA-CQ-A4CH-01A	58 years, male, asian, stage:Stage II, dead, 379 days	10827.6
TCGA-CX-7219-01A	47 years, male, black or african american, stage:Stage IVA, alive, 1045 days	10772.7
TCGA-CR-6477-01A	56 years, female, white, stage:'--, alive, 514 days	10734.1
TCGA-CV-7428-01A	47 years, male, white, stage:Stage IVA, dead, 1671 days	10678.6
TCGA-CV-6933-01A	53 years, male, white, stage:Stage III, dead, 2741 days	10631.5
TCGA-CQ-7069-01A	77 years, female, white, stage:Stage II, alive, 1274 days	10574.2
TCGA-D6-A4Z9-01A	59 years, male, white, stage:Stage IVA, alive, 539 days	10572.4
TCGA-CV-7432-01A	79 years, male, white, stage:Stage II, dead, 2570 days	10499.0
TCGA-CV-A6JE-01A	78 years, male, white, stage:'--, alive, 1075 days	10280.9
TCGA-HD-7753-01A	62 years, male, black or african american, stage:Stage I, alive, 866 days	10268.7
TCGA-CQ-7068-01A	80 years, female, white, stage:Stage II, alive, 1309 days	10259.7
TCGA-BA-A6DG-01A	49 years, male, white, stage:'--, dead, 69 days	10254.7
TCGA-CN-6013-01A	56 years, male, white, stage:Stage IVA, dead, 727 days	10064.4
TCGA-CV-7091-01A	54 years, male, white, stage:Stage I, alive, 3381 days	9782.5
TCGA-CR-7404-01A	53 years, male, white, stage:'--, alive, 1472 days	9663.9
TCGA-CQ-5326-01A	67 years, male, white, stage:Stage IVA, dead, 89 days	9640.5
TCGA-QK-A6V9-01A	56 years, male, white, stage:Stage II, alive, 833 days	9517.5
TCGA-CQ-6219-01A	50 years, female, white, stage:Stage IVA, dead, 479 days	9505.4
TCGA-P3-A6SX-01A	67 years, male, white, stage:Stage III, dead, 1430 days	9490.3
TCGA-CV-7095-01A	87 years, female, stage:Stage II, dead, 572 days	9486.7
TCGA-CR-7389-01A	55 years, male, black or african american, stage:'--, alive, 392 days	9468.7
TCGA-RS-A6TP-01A	58 years, male, white, stage:Stage II, alive, 516 days	9261.0
TCGA-CV-7433-01A	49 years, male, white, stage:Stage IVA, dead, 601 days	9252.6
TCGA-IQ-7630-01A	49 years, male, white, stage:Stage II, alive, 485 days	9220.2
TCGA-BB-8596-01A	69 years, female, white, stage:Stage IVA, alive, 2161 days	9196.7
TCGA-P3-A5QE-01A	49 years, male, white, stage:Stage III, alive, 1559 days	9150.4
TCGA-CV-A45U-01A	59 years, male, white, stage:Stage IVA, dead, 1079 days	9086.6
TCGA-CV-7252-01A	62 years, female, black or african american, stage:Stage IVA, dead, 151 days	9009.5
TCGA-CN-5358-01A	60 years, male, white, stage:Stage II, dead, 261 days	8980.6
TCGA-CV-6951-01A	57 years, male, white, stage:Stage IVA, dead, 915 days	8807.9
TCGA-CR-6488-01A	68 years, female, white, stage:Stage II, alive, 379 days	8734.0
TCGA-HD-A6HZ-01A	79 years, female, white, stage:Stage III, alive, 111 days	8710.5
TCGA-CN-5370-01A	78 years, male, white, stage:Stage III, dead, 259 days	8670.0
TCGA-CR-7377-01A	58 years, male, white, stage:Stage IVA, dead, 279 days	8542.6
TCGA-CV-A45Y-01A	61 years, male, american indian or alaska native, stage:Stage IVA, dead, 2703 days	8527.5
TCGA-CV-7438-01A	87 years, female, white, stage:Stage I, dead, 194 days	8495.9
TCGA-UF-A7JS-01A	59 years, male, white, stage:Stage IVA, dead, 680 days	8278.0
TCGA-CN-A63W-01A	48 years, female, white, stage:Stage IVA, dead, 377 days	8225.5
TCGA-DQ-5624-01A	43 years, female, white, stage:'--, alive, 1778 days	7975.5
TCGA-HD-7754-01A	69 years, male, white, stage:Stage IVA, alive, 783 days	7972.7
TCGA-CR-7365-01A	60 years, male, white, stage:Stage IVA, alive, 1191 days	7832.7
TCGA-CN-5374-01A	56 years, female, white, stage:Stage IVA, dead, 1732 days	7697.4
TCGA-CQ-6227-01A	77 years, male, white, stage:Stage IVA, dead, 129 days	7664.5
TCGA-F7-8489-01A	48 years, male, white, stage:Stage II, alive, 658 days	7649.8
TCGA-F7-A61V-01A	54 years, male, white, stage:Stage II, alive, 759 days	7640.0
TCGA-CQ-A4C6-01A	63 years, male, asian, stage:Stage II, alive, 1353 days	7637.4
TCGA-CR-7388-01A	70 years, female, white, stage:'--, dead, 823 days	7627.7
TCGA-BA-A4IH-01A	57 years, male, white, stage:'--, alive, 622 days	7575.4
TCGA-CV-7255-01A	32 years, female, white, stage:Stage IVA, dead, 64 days	7568.1
TCGA-CV-7104-01A	61 years, female, white, stage:Stage IVA, dead, 393 days	7537.7
TCGA-CR-7390-01A	67 years, male, white, stage:Stage IVA, alive, 1508 days	7508.2
TCGA-D6-6517-01A	59 years, male, white, stage:Stage III, alive, 292 days	7502.4
TCGA-CV-6960-01A	49 years, male, black or african american, stage:Stage III, dead, 862 days	7488.0
TCGA-UP-A6WW-01A	58 years, male, white, stage:'--, alive, 518 days	7457.1
TCGA-BA-A6DL-01A	59 years, male, white, stage:'--, alive, 623 days	7370.4
TCGA-CN-A49B-01A	71 years, male, white, stage:Stage III, alive, 904 days	7283.8
TCGA-QK-A6VB-01A	66 years, male, white, stage:Stage IVA, alive, 641 days	7229.6
TCGA-CV-6938-01A	87 years, male, white, stage:Stage II, dead, 144 days	7214.5
TCGA-CV-5976-01A	50 years, male, white, stage:Stage IVA, alive, 1478 days	7198.3
TCGA-F7-7848-01A	47 years, male, white, stage:Stage IVA, alive, 1131 days	7180.0
TCGA-CN-4738-01A	53 years, male, white, stage:Stage IVA, dead, 436 days	7065.7
TCGA-CN-A499-01A	60 years, female, white, stage:Stage II, alive, 717 days	7016.2
TCGA-CV-7414-01A	78 years, male, white, stage:Stage IVA, dead, 14 days	6987.4
TCGA-T2-A6X2-01A	82 years, male, white, stage:Stage III, alive, 987 days	6971.1
TCGA-UF-A71B-01A	50 years, male, white, stage:Stage IVA, alive, 1506 days	6925.3
TCGA-CN-6995-01A	78 years, male, white, stage:Stage IVA, dead, 112 days	6575.8
TCGA-CV-7247-01A	55 years, male, white, stage:Stage III, dead, 577 days	6562.1
TCGA-BB-8601-01A	84 years, male, black or african american, stage:Stage III, alive, 624 days	6552.4
TCGA-CR-7392-01A	67 years, female, white, stage:Stage IVA, alive, 1425 days	6545.9
TCGA-F7-A61W-01A	51 years, male, asian, stage:Stage IVA, alive, 14 days	6388.4
TCGA-CV-6937-01A	71 years, male, white, stage:Stage II, dead, 624 days	6366.6
TCGA-BA-A4IF-01A	59 years, male, white, stage:'--, alive, 895 days	6348.1
TCGA-D6-6515-01A	82 years, female, white, stage:Stage II, dead, 403 days	6328.4
TCGA-CV-5432-01A	68 years, male, white, stage:Stage III, alive, 3930 days	6311.5
TCGA-QK-AA3J-01A	69 years, male, black or african american, stage:Stage I, alive, 466 days	6227.4
TCGA-CV-7422-01A	60 years, female, white, stage:Stage IVA, dead, 1037 days	6055.4
TCGA-BA-7269-01A	61 years, male, white, stage:Stage III, alive, 1273 days	6014.5
TCGA-CV-5979-01A	26 years, male, white, stage:Stage IVA, alive, 1315 days	5973.4
TCGA-CV-7236-01A	77 years, female, white, stage:Stage IVA, dead, 144 days	5963.6
TCGA-CV-A6JZ-01A	68 years, male, white, stage:Stage II, alive, 714 days	5949.5
TCGA-CN-6996-01A	58 years, female, white, stage:Stage IVA, dead, 530 days	5937.5
TCGA-CR-7383-01A	79 years, female, white, stage:Stage I, dead, 521 days	5852.5
TCGA-CR-7371-01A	45 years, female, white, stage:Stage III, dead, 94 days	5675.7
TCGA-BA-6869-01A	62 years, male, white, stage:Stage III, alive, 644 days	5669.8
TCGA-UF-A7JT-01A	72 years, female, white, stage:Stage IVA, dead, 993 days	5656.9
TCGA-CV-A45Z-01A	75 years, male, white, stage:'--, dead, 1466 days	5610.3
TCGA-CN-6011-01A	57 years, male, white, stage:Stage IVA, alive, 933 days	5582.8
TCGA-UF-A7JH-01A	59 years, male, black or african american, stage:Stage IVA, alive, 896 days	5525.6
TCGA-D6-6826-01A	64 years, female, white, stage:Stage IVA, dead, 348 days	5521.4
TCGA-BA-5555-01A	54 years, male, black or african american, stage:Stage IVA, alive, 520 days	5427.7
TCGA-CN-A49A-01A	60 years, male, white, stage:Stage IVB, dead, 526 days	5328.5
TCGA-CQ-A4CD-01A	69 years, male, white, stage:Stage IVA, alive, 1022 days	5271.3
TCGA-CV-5977-01A	66 years, male, white, stage:Stage IVA, alive, 1840 days	5230.9
TCGA-CR-7364-01A	66 years, male, white, stage:Stage III, alive, 1435 days	5215.4
TCGA-CV-7101-01A	80 years, male, white, stage:Stage II, dead, 160 days	5199.5
TCGA-CV-7435-01A	57 years, female, white, stage:Stage IVA, dead, 4680 days	5192.4
TCGA-HD-8635-01A	61 years, female, white, stage:Stage III, alive, 695 days	5144.8
TCGA-CN-A6UY-01A	57 years, male, white, stage:Stage IVA, alive, 713 days	5130.2
TCGA-UF-A7JK-01A	59 years, male, stage:Stage IVA, dead, 424 days	5109.5
TCGA-HD-7229-01A	60 years, male, white, stage:Stage IVA, alive, 1027 days	5097.8
TCGA-HD-8224-01A	63 years, male, white, stage:Stage IVA, dead, 446 days	5031.3
TCGA-CV-7434-01A	64 years, male, white, stage:Stage IVA, dead, 218 days	4947.1
TCGA-CV-7407-01A	67 years, female, white, stage:Stage II, dead, 1081 days	4937.6
TCGA-CV-6959-01A	48 years, male, white, stage:Stage III, dead, 256 days	4935.1
TCGA-CN-5355-01A	64 years, male, black or african american, stage:Stage IVA, alive, 1278 days	4845.8
TCGA-CR-5250-01A	71 years, male, white, stage:'--, alive, 799 days	4799.3
TCGA-CQ-5324-01A	59 years, male, white, stage:Stage III, alive, 1593 days	4786.8
TCGA-CQ-6225-01A	65 years, male, white, stage:Stage III, dead, 403 days	4777.4
TCGA-CR-5243-01A	51 years, male, white, stage:'--, alive, 2562 days	4770.3
TCGA-CR-7380-01A	58 years, male, white, stage:Stage IVB, dead, 606 days	4660.1
TCGA-CN-A6V7-01A	40 years, male, white, stage:Stage IVA, alive, 594 days	4634.7
TCGA-CV-7250-01A	64 years, male, white, stage:Stage IVA, dead, 2900 days	4626.6
TCGA-CR-6493-01A	69 years, male, black or african american, stage:Stage IVA, dead, 282 days	4623.4
TCGA-CR-7376-01A	83 years, male, white, stage:Stage III, alive, 972 days	4616.1
TCGA-WA-A7H4-01A	69 years, male, white, stage:Stage II, alive, 443 days	4604.4
TCGA-UF-A7JV-01A	62 years, female, white, stage:Stage IVA, dead, 90 days	4598.2
TCGA-D6-A6EM-01A	65 years, female, white, stage:Stage III, alive, 232 days	4546.1
TCGA-CQ-A4CB-01A	59 years, male, stage:Stage III, alive, 893 days	4517.6
TCGA-QK-A64Z-01A	79 years, female, white, stage:Stage IVA, dead, 641 days	4459.5
TCGA-CV-A460-01A	72 years, male, white, stage:'--, dead, 1838 days	4289.6
TCGA-D6-8568-01A	62 years, male, white, stage:Stage II, alive, 759 days	4288.5
TCGA-IQ-A61H-01A	76 years, male, white, stage:Stage II, alive, 1138 days	4283.5
TCGA-CV-7178-01A	64 years, female, white, stage:Stage IVA, dead, 2166 days	4169.5
TCGA-CV-6961-01A	61 years, male, white, stage:Stage II, dead, 76 days	4157.5
TCGA-CN-A63T-01A	60 years, male, white, stage:Stage IVA, alive, 225 days	4151.0
TCGA-BA-4074-01A	69 years, male, white, stage:Stage IVA, dead, 462 days	4142.5
TCGA-T2-A6X0-01A	49 years, male, white, stage:'--, alive, 216 days	3895.9
TCGA-BB-4217-01A	68 years, male, black or african american, stage:Stage IVA, alive, 187 days	3876.3
TCGA-CN-5366-01A	51 years, male, white, stage:Stage IVA, dead, 360 days	3866.6
TCGA-CV-7245-01A	62 years, male, white, stage:Stage IVA, alive, 797 days	3861.0
TCGA-P3-A6T2-01A	45 years, male, white, stage:Stage IVA, alive, 2298 days	3722.7
TCGA-CV-7568-01A	48 years, female, white, stage:Stage IVA, dead, 927 days	3717.8
TCGA-CQ-6228-01A	71 years, female, white, stage:Stage IVA, dead, 456 days	3710.0
TCGA-P3-A6T0-01A	47 years, female, white, stage:Stage IVA, alive, 578 days	3707.2
TCGA-CN-6024-01A	66 years, male, white, stage:Stage IVA, dead, 337 days	3693.3
TCGA-CN-4731-01A	63 years, female, white, stage:Stage IVA, dead, 998 days	3676.6
TCGA-CV-7097-01A	53 years, male, white, stage:Stage II, dead, 385 days	3676.0
TCGA-P3-A5Q6-01A	49 years, male, white, stage:Stage IVA, dead, 480 days	3672.7
TCGA-D6-6827-01A	55 years, female, white, stage:Stage I, alive, 568 days	3661.8
TCGA-CN-5356-01A	56 years, male, white, stage:Stage III, alive, 1409 days	3643.3
TCGA-CV-7090-01A	39 years, male, white, stage:Stage II, alive, 5252 days	3545.4
TCGA-WA-A7GZ-01A	58 years, male, white, stage:'--, dead, 625 days	3442.9
TCGA-BA-6873-01A	28 years, male, white, stage:Stage IVA, alive, 122 days	3424.1
TCGA-CV-5430-01A	61 years, male, white, stage:Stage IVA, alive, 4241 days	3401.0
TCGA-CR-6478-01A	66 years, female, white, stage:'--, dead, 183 days	3400.5
TCGA-CN-6012-01A	66 years, male, white, stage:Stage IVA, alive, 1460 days	3388.5
TCGA-CN-4736-01A	70 years, female, white, stage:'--, dead, 395 days	3380.1
TCGA-CV-7177-01A	82 years, female, white, stage:Stage II, dead, 663 days	3220.3
TCGA-CV-A6JM-01A	85 years, male, white, stage:'--, dead, 194 days	3207.3
TCGA-CV-5440-01A	52 years, male, white, stage:Stage IVA, alive, 3270 days	3201.9
TCGA-4P-AA8J-01A	66 years, male, black or african american, stage:Stage IVA, alive, 102 days	3180.1
TCGA-BA-5153-01A	51 years, male, white, stage:'--, dead, 1762 days	3086.1
TCGA-CN-6019-01A	61 years, male, white, stage:Stage IVA, alive, 1038 days	2990.9
TCGA-H7-8501-01A	54 years, male, white, stage:Stage IVA, alive, 461 days	2967.8
TCGA-CN-5367-01A	60 years, female, white, stage:Stage IVA, dead, 352 days	2960.7
TCGA-CV-7446-01A	66 years, male, white, stage:Stage IVA, dead, 1093 days	2952.1
TCGA-DQ-7588-01A	66 years, male, white, stage:'--, dead, 427 days	2924.7
TCGA-CR-6473-01A	68 years, male, white, stage:'--, alive, 1125 days	2900.3
TCGA-CN-4737-01A	19 years, male, white, stage:Stage IVA, alive, 625 days	2846.5
TCGA-P3-A6T6-01A	53 years, male, white, stage:Stage IVA, dead, 395 days	2846.4
TCGA-CV-6003-01A	50 years, female, white, stage:Stage III, alive, 1665 days	2829.7
TCGA-CV-6942-01A	73 years, female, white, stage:Stage II, alive, 4282 days	2816.9
TCGA-CR-7402-01A	68 years, male, white, stage:'--, alive, 911 days	2802.7
TCGA-CV-5444-01A	64 years, male, black or african american, stage:Stage IVA, alive, 2437 days	2801.8
TCGA-CQ-5329-01A	46 years, female, white, stage:Stage II, alive, 2143 days	2782.8
TCGA-CR-7379-01A	78 years, female, white, stage:Stage IVA, alive, 1036 days	2731.1
TCGA-D6-A74Q-01A	67 years, male, white, stage:Stage IVA, alive, 710 days	2729.0
TCGA-D6-A6EN-01A	71 years, male, white, stage:Stage III, alive, 687 days	2634.8
TCGA-DQ-7592-01A	57 years, male, american indian or alaska native, stage:'--, alive, 1143 days	2598.6
TCGA-UF-A7JO-01A	79 years, female, white, stage:Stage IVA, dead, 631 days	2585.2
TCGA-CN-5361-01A	80 years, male, white, stage:Stage IVA, dead, 2120 days	2554.2
TCGA-QK-A8ZA-01A	60 years, male, black or african american, stage:'--, dead, 371 days	2525.6
TCGA-CR-7373-01A	66 years, male, white, stage:Stage IVA, alive, 889 days	2521.0
TCGA-CN-4733-01A	61 years, male, white, stage:Stage III, alive, 1586 days	2490.5
TCGA-CV-7248-01A	63 years, female, black or african american, stage:Stage IVA, dead, 521 days	2487.6
TCGA-CN-6994-01A	67 years, male, white, stage:Stage IVA, alive, 1183 days	2450.0
TCGA-CV-5441-01A	58 years, male, white, stage:Stage IVA, alive, 2886 days	2424.6
TCGA-CQ-5333-01A	74 years, male, white, stage:Stage II, dead, 341 days	2398.2
TCGA-QK-A6IF-01A	61 years, male, white, stage:'--, alive, 704 days	2343.2
TCGA-UF-A71A-01A	67 years, male, white, stage:Stage IVA, dead, 86 days	2341.2
TCGA-CN-6988-01A	47 years, male, white, stage:Stage IVA, alive, 318 days	2220.6
TCGA-H7-8502-01A	50 years, male, white, stage:Stage IVA, alive, 458 days	2215.6
TCGA-CV-5431-01A	73 years, male, white, stage:Stage IVA, dead, 522 days	2195.8
TCGA-CV-5443-01A	63 years, male, black or african american, stage:Stage III, alive, 2784 days	2158.1
TCGA-CV-5436-01A	65 years, male, stage:Stage IVA, dead, 584 days	2147.8
TCGA-F7-8298-01A	58 years, male, white, stage:Stage I, alive, 995 days	2145.4
TCGA-CN-4723-01A	67 years, male, white, stage:Stage IVA, alive, 1699 days	2138.5
TCGA-CV-5971-01A	60 years, male, white, stage:Stage IVA, alive, 701 days	2070.8
TCGA-CN-5360-01A	68 years, male, white, stage:Stage IVA, alive, 2169 days	2029.4
TCGA-CQ-A4CG-01A	78 years, female, white, stage:Stage III, dead, 430 days	1994.5
TCGA-UF-A7JA-01A	66 years, female, white, stage:Stage IVA, alive, 2265 days	1988.5
TCGA-BB-A5HY-01A	64 years, male, white, stage:Stage IVA, dead, 321 days	1967.7
TCGA-HD-7832-01A	52 years, male, white, stage:Stage IVA, alive, 836 days	1965.8
TCGA-CV-7242-01A	60 years, female, white, stage:Stage II, alive, 1095 days	1863.6
TCGA-CV-7415-01A	60 years, male, white, stage:Stage IVA, dead, 695 days	1838.3
TCGA-D6-6824-01A	61 years, male, white, stage:Stage IVA, alive, 77 days	1810.3
TCGA-CN-6016-01A	64 years, male, white, stage:Stage IVA, alive, 1443 days	1793.6
TCGA-BA-4075-01A	49 years, male, black or african american, stage:Stage III, dead, 283 days	1756.0
TCGA-CQ-A4C7-01A	88 years, male, white, stage:Stage III, dead, 353 days	1676.4
TCGA-CR-6470-01A	38 years, male, white, stage:Stage II, alive, 1521 days	1675.5
TCGA-CR-6482-01A	62 years, male, black or african american, stage:'--, alive, 345 days	1669.2
TCGA-CN-4730-01A	62 years, male, white, stage:Stage IVA, alive, 817 days	1645.5
TCGA-T2-A6WX-01A	73 years, female, white, stage:'--, dead, 209 days	1635.0
TCGA-T3-A92N-01A	79 years, male, black or african american, stage:Stage IVA, dead, 95 days	1587.5
TCGA-CN-4728-01A	56 years, male, white, stage:Stage IVA, alive, 1724 days	1551.7
TCGA-T3-A92M-01A	52 years, male, black or african american, stage:Stage IVA, alive, 417 days	1548.4
TCGA-CR-7374-01A	67 years, female, white, stage:'--, alive, 30 days	1538.1
TCGA-CV-7421-01A	76 years, male, white, stage:Stage IVA, dead, 2 days	1534.8
TCGA-CV-A461-01A	65 years, male, white, stage:'--, dead, 2064 days	1513.9
TCGA-CV-7102-01A	76 years, female, white, stage:Stage IVA, dead, 56 days	1403.6
TCGA-D6-6823-01A	50 years, male, white, stage:Stage II, alive, 701 days	1387.0
TCGA-CR-6474-01A	51 years, male, white, stage:Stage IVA, dead, 564 days	1362.3
TCGA-CV-7416-01A	29 years, female, white, stage:Stage IVA, dead, 763 days	1313.2
TCGA-HD-7831-01A	74 years, male, white, stage:Stage IVA, alive, 667 days	1312.8
TCGA-CV-6941-01A	51 years, male, white, stage:Stage III, dead, 342 days	1262.7
TCGA-CN-6022-01A	49 years, male, white, stage:Stage IVA, dead, 281 days	1262.2
TCGA-CN-A642-01A	57 years, male, white, stage:Stage IVB, dead, 82 days	1255.0
TCGA-DQ-5629-01A	64 years, male, white, stage:'--, dead, 941 days	1224.9
TCGA-HD-8314-01A	58 years, male, white, stage:Stage III, alive, 670 days	1159.0
TCGA-CV-6433-01A	57 years, male, white, stage:Stage II, alive, 641 days	1130.1
TCGA-CQ-5332-01A	87 years, male, white, stage:Stage III, dead, 317 days	1128.5
TCGA-CV-7263-01A	64 years, male, black or african american, stage:Stage II, dead, 560 days	1094.4
TCGA-MT-A7BN-01A	74 years, male, white, stage:Stage IVA, alive, 469 days	1056.1
TCGA-CV-7235-01A	67 years, male, white, stage:Stage II, alive, 2347 days	1041.4
TCGA-QK-A8Z7-01A	59 years, male, black or african american, stage:Stage IVA, alive, 392 days	1004.8
TCGA-CR-7399-01A	60 years, female, white, stage:Stage IVA, alive, 181 days	998.3
TCGA-CV-A6JD-01A	82 years, female, white, stage:'--, dead, 182 days	983.2
TCGA-CV-6441-01A	60 years, male, white, stage:Stage III, dead, 292 days	974.5
TCGA-CV-5978-01A	53 years, female, black or african american, stage:Stage IVB, dead, 215 days	972.9
TCGA-CQ-5330-01A	69 years, female, white, stage:Stage IVA, alive, 1897 days	956.6
TCGA-CV-6934-01A	66 years, female, white, stage:Stage IVA, dead, 65 days	947.0
TCGA-CN-6017-01A	55 years, male, white, stage:Stage IVA, dead, 853 days	938.1
TCGA-CV-A6JU-01A	61 years, female, white, stage:Stage IVB, alive, 110 days	915.0
TCGA-BA-A6D8-01A	59 years, male, black or african american, stage:Stage IVA, alive, 850 days	905.1
TCGA-P3-A6T8-01A	54 years, male, white, stage:Stage IVA, alive, 400 days	853.4
TCGA-CN-5363-01A	48 years, male, black or african american, stage:Stage IVB, dead, 253 days	848.9
TCGA-IQ-7631-01A	60 years, female, white, stage:Stage II, alive, 1172 days	843.2
TCGA-BB-4225-01A	73 years, male, white, stage:'--, alive, 146 days	829.3
TCGA-CV-7261-01A	57 years, male, white, stage:Stage IVA, alive, 1512 days	827.8
TCGA-KU-A66S-01A	69 years, female, white, stage:Stage III, dead, 406 days	806.0
TCGA-BB-4228-01A	50 years, male, white, stage:Stage III, alive, 559 days	771.1
TCGA-CV-6939-01A	60 years, male, white, stage:Stage IVA, dead, 666 days	756.6
TCGA-CV-7100-01A	66 years, male, white, stage:Stage III, dead, 274 days	742.2
TCGA-CV-7406-01A	49 years, male, white, stage:Stage II, dead, 1748 days	713.6
TCGA-CN-6010-01A	53 years, male, white, stage:Stage IVA, alive, 1523 days	699.5
TCGA-CV-6950-01A	64 years, male, white, stage:Stage IVA, dead, 459 days	695.9
TCGA-CR-7382-01A	49 years, male, white, stage:Stage IVA, alive, 796 days	692.9
TCGA-CV-6962-01A	65 years, male, white, stage:Stage IVA, dead, 126 days	628.9
TCGA-P3-A5QA-01A	41 years, male, stage:Stage I, alive, 2182 days	625.8
TCGA-CN-6989-01A	64 years, male, white, stage:Stage IVA, dead, 980 days	581.0
TCGA-CQ-6224-01A	52 years, male, white, stage:Stage IVA, alive, 1721 days	502.4
TCGA-CV-7253-01A	58 years, male, black or african american, stage:Stage IVA, dead, 361 days	486.0
TCGA-CN-6018-01A	85 years, female, white, stage:Stage IVA, dead, 580 days	454.7
TCGA-DQ-5631-01A	52 years, male, white, stage:'--, dead, 548 days	448.2
TCGA-CN-6992-01A	61 years, male, white, stage:Stage IVA, alive, 1066 days	443.9
TCGA-CN-4735-01A	52 years, male, white, stage:Stage IVA, alive, 1737 days	434.1
TCGA-CV-7437-01A	77 years, male, stage:Stage II, dead, 506 days	419.3
TCGA-QK-A6IG-01A	69 years, male, white, stage:Stage III, dead, 222 days	416.7
TCGA-BA-6871-01A	75 years, male, white, stage:'--, dead, 108 days	413.8
TCGA-CV-6948-01A	79 years, female, white, stage:Stage IVB, dead, 1289 days	403.9
TCGA-UF-A7JD-01A	71 years, male, stage:Stage IVA, dead, 739 days	402.6
TCGA-CX-7082-01A	82 years, male, white, stage:Stage IVA, dead, 11 days	395.9
TCGA-CV-7254-01A	55 years, male, white, stage:Stage II, dead, 1459 days	388.8
TCGA-BB-4223-01A	48 years, male, white, stage:Stage IVA, alive, 3221 days	373.2
TCGA-CR-7370-01A	72 years, female, white, stage:'--, alive, 105 days	312.8
TCGA-DQ-7591-01A	62 years, male, white, stage:'--, alive, 622 days	287.5
TCGA-BA-5559-01A	71 years, male, white, stage:'--, dead, 2083 days	282.3
TCGA-CX-A4AQ-01A	56 years, male, white, stage:Stage IVA, alive, 1555 days	279.9
TCGA-CN-4727-01A	56 years, male, white, stage:Stage IVA, alive, 1560 days	278.5
TCGA-UF-A7J9-01A	75 years, male, white, stage:Stage IVA, alive, 1358 days	263.1
TCGA-CV-7103-01A	49 years, male, white, stage:Stage IVA, dead, 1591 days	239.6
TCGA-CV-6935-01A	67 years, male, white, stage:Stage IVA, dead, 295 days	217.1
TCGA-TN-A7HI-01A	56 years, male, white, stage:Stage IVA, alive, 412 days	215.3
TCGA-CV-A45W-01A	75 years, male, white, stage:Stage II, dead, 1398 days	211.8
TCGA-CV-7440-01A	38 years, male, white, stage:Stage II, dead, 675 days	190.2
TCGA-CR-6467-01A	59 years, male, white, stage:Stage III, alive, 1777 days	172.0
TCGA-D6-A6EO-01A	44 years, male, white, stage:Stage IVA, alive, 759 days	168.0
TCGA-CV-5434-01A	60 years, male, black or african american, stage:Stage IVA, dead, 3314 days	142.7
TCGA-CV-7418-01A	62 years, male, black or african american, stage:Stage IVA, dead, 789 days	142.0
TCGA-CV-7424-01A	67 years, male, asian, stage:Stage IVA, dead, 453 days	127.0
TCGA-CN-6023-01A	73 years, male, white, stage:Stage IVA, alive, 1584 days	121.2
TCGA-RS-A6TO-01A	82 years, female, white, stage:Stage IVA, dead, 387 days	109.5
TCGA-F7-A624-01A	73 years, male, white, stage:Stage II, alive, 378 days	101.9
TCGA-CV-5966-01A	63 years, female, white, stage:Stage IVA, dead, 545 days	98.5
TCGA-CR-7398-01A	53 years, female, white, stage:Stage II, alive, 156 days	97.3
TCGA-CN-A497-01A	63 years, male, stage:Stage III, alive, 1065 days	88.8
TCGA-BA-4078-01A	83 years, male, white, stage:'--, dead, 276 days	77.8
TCGA-CR-5247-01A	48 years, male, black or african american, stage:'--, alive, 358 days	73.8
TCGA-D6-A6EP-01A	62 years, male, white, stage:Stage III, alive, 424 days	70.8
TCGA-CN-6997-01A	66 years, male, white, stage:Stage IVA, dead, 988 days	68.2
TCGA-CQ-6221-01A	79 years, male, white, stage:'--, alive, 1000 days	56.8
TCGA-BA-A8YP-01A	50 years, male, black or african american, stage:Stage IVB, alive, 499 days	56.7
TCGA-CQ-A4CI-01A	73 years, male, white, stage:Stage III, alive, 950 days	50.1
TCGA-CQ-7072-01A	51 years, male, white, stage:Stage II, alive, 2359 days	48.1
TCGA-CN-A63U-01A	50 years, male, white, stage:Stage IVA, alive, 964 days	45.6
TCGA-CV-7429-01A	55 years, male, white, stage:Stage IVA, dead, 107 days	38.9
TCGA-CV-5435-01A	57 years, male, white, stage:Stage IVA, dead, 2319 days	38.1
TCGA-IQ-A61O-01A	43 years, male, white, stage:Stage IVA, dead, 421 days	30.0
TCGA-CR-6487-01A	50 years, male, white, stage:Stage I, alive, 234 days	28.7
TCGA-HD-A634-01A	56 years, male, white, stage:Stage IVA, dead, 130 days	26.7
TCGA-QK-AA3K-01A	60 years, male, black or african american, stage:Stage IVA, alive, 253 days	18.7
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HEAD AND NECK SQUAMOUS CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

183

Samples

Sample ID	Sample type	nRPX
CPT0169740004	Normal	2.7
CPT0245600003	Tumor	2.0
CPT0246670003	Tumor	1.8
CPT0199700003	Tumor	1.6
CPT0281470002	Normal	1.6
CPT0194420003	Tumor	1.5
CPT0226350003	Normal	1.4
CPT0223450003	Tumor	1.4
CPT0222360003	Tumor	1.4
CPT0245460003	Normal	1.4
CPT0236620003	Tumor	1.3
CPT0163250003	Normal	1.2
CPT0226270003	Normal	1.2
CPT0163610003	Normal	1.2
CPT0163600003	Tumor	1.2
CPT0011130005	Tumor	1.2
CPT0194960003	Tumor	1.2
CPT0229220002	Normal	1.1
CPT0169890003	Tumor	1.1
C3N-00295-05	Normal	1.1
CPT0278700002	Normal	1.0
CPT0177220003	Normal	1.0
CPT0095040003	Tumor	1.0
CPT0163720003	Normal	1.0
CPT0226090003	Normal	0.9
CPT0241980004	Tumor	0.8
CPT0245300003	Tumor	0.8
C3N-00857-05	Normal	0.8
CPT0088010003	Normal	0.8
CPT0248330003	Tumor	0.8
CPT0245020003	Normal	0.8
CPT0226450003	Normal	0.8
CPT0008960003	Normal	0.7
CPT0177010003	Tumor	0.7
CPT0244940004	Tumor	0.7
CPT0163020003	Normal	0.7
CPT0226130003	Tumor	0.7
CPT0163860003	Normal	0.6
CPT0088410003	Tumor	0.6
CPT0199890003	Normal	0.6
CPT0235920003	Normal	0.6
CPT0223460003	Normal	0.5
CPT0163790003	Tumor	0.5
CPT0087990003	Tumor	0.5
CPT0163240003	Tumor	0.5
CPT0094580003	Normal	0.5
C3N-04279-05	Normal	0.5
CPT0163430003	Normal	0.4
CPT0163740003	Tumor	0.4
CPT0176770003	Tumor	0.4
CPT0163170003	Normal	0.4
CPT0245130003	Tumor	0.4
CPT0220610003	Tumor	0.4
CPT0235460003	Tumor	0.4
C3N-04275-05	Normal	0.4
C3N-01758-04	Normal	0.4
CPT0162990004	Tumor	0.3
CPT0199830003	Normal	0.3
CPT0011320003	Normal	0.3
CPT0196060003	Normal	0.3
CPT0237130004	Tumor	0.3
CPT0195700003	Normal	0.2
CPT0162940003	Tumor	0.2
CPT0237640003	Normal	0.2
CPT0195860003	Tumor	0.2
CPT0199710003	Normal	0.2
CPT0163800003	Normal	0.1
CPT0008520008	Tumor	0.1
CPT0088430003	Normal	0.1
CPT0248520003	Tumor	0.1
CPT0163340003	Tumor	0.1
CPT0008630003	Tumor	0.1
CPT0245180003	Tumor	0.1
CPT0163650003	Tumor	0.0
CPT0094560004	Tumor	0.0
CPT0088060004	Tumor	0.0
CPT0245190003	Normal	0.0
CPT0084650004	Normal	0.0
CPT0177200003	Tumor	0.0
CPT0163490003	Normal	0.0
CPT0163410003	Tumor	-0.1
CPT0201860004	Normal	-0.1
CPT0226440003	Tumor	-0.1
CPT0223970003	Tumor	-0.1
CPT0226340003	Tumor	-0.1
CPT0011290003	Tumor	-0.1
CPT0207870004	Tumor	-0.1
CPT0236870003	Normal	-0.1
CPT0236850004	Tumor	-0.2
CPT0088080003	Normal	-0.2
CPT0169640003	Tumor	-0.2
CPT0194260003	Normal	-0.2
CPT0235910003	Tumor	-0.2
CPT0094350004	Tumor	-0.2
CPT0222180003	Tumor	-0.2
CPT0194250003	Tumor	-0.2
CPT0248350003	Normal	-0.2
CPT0087820003	Tumor	-0.2
CPT0226400003	Normal	-0.3
CPT0256560003	Tumor	-0.3
CPT0123260003	Tumor	-0.4
CPT0024810003	Tumor	-0.4
CPT0237500003	Normal	-0.4
CPT0184530003	Tumor	-0.4
C3N-01620-05	Normal	-0.4
CPT0162890003	Tumor	-0.5
CPT0177710003	Tumor	-0.5
CPT0242000004	Normal	-0.5
CPT0194800003	Normal	-0.5
CPT0245410003	Normal	-0.5
CPT0123180003	Tumor	-0.6
CPT0235470002	Normal	-0.6
CPT0245630003	Tumor	-0.6
CPT0220620003	Normal	-0.6
C3N-02693-06	Normal	-0.6
CPT0196040003	Tumor	-0.6
CPT0245730003	Tumor	-0.6
CPT0236640003	Normal	-0.7
CPT0245680003	Tumor	-0.7
CPT0190860003	Normal	-0.7
C3N-04276-06	Normal	-0.7
CPT0199820003	Tumor	-0.7
CPT0237620004	Tumor	-0.7
CPT0195880003	Normal	-0.7
CPT0245550003	Tumor	-0.7
CPT0245400003	Tumor	-0.7
CPT0013210004	Tumor	-0.7
CPT0246540003	Tumor	-0.8
CPT0177390003	Tumor	-0.8
CPT0245560003	Normal	-0.8
CPT0245140003	Normal	-0.8
CPT0013030003	Normal	-0.8
CPT0163480003	Tumor	-0.8
CPT0237150003	Normal	-0.8
CPT0013000004	Tumor	-0.8
CPT0245500003	Tumor	-0.9
CPT0127050003	Tumor	-0.9
CPT0123190003	Normal	-0.9
CPT0243140004	Normal	-1.0
CPT0084630009	Tumor	-1.0
CPT0094280004	Tumor	-1.0
CPT0013250003	Normal	-1.0
CPT0013460003	Normal	-1.0
CPT0226390003	Tumor	-1.0
CPT0008930003	Tumor	-1.1
CPT0201830004	Tumor	-1.1
CPT0222200003	Normal	-1.1
CPT0245450003	Tumor	-1.1
CPT0163840003	Tumor	-1.1
CPT0196210003	Tumor	-1.1
CPT0013430003	Tumor	-1.2
C3N-01859-04	Normal	-1.2
CPT0199880003	Tumor	-1.2
CPT0246590003	Tumor	-1.2
CPT0123280003	Normal	-1.2
CPT0243090003	Tumor	-1.2
CPT0237480004	Tumor	-1.2
CPT0094420004	Tumor	-1.2
CPT0246620003	Tumor	-1.3
CPT0169920003	Normal	-1.3
CPT0245010003	Tumor	-1.3
CPT0261520003	Tumor	-1.3
CPT0245060004	Tumor	-1.3
CPT0163160003	Tumor	-1.4
CPT0194790003	Tumor	-1.4
CPT0226030003	Tumor	-1.5
CPT0013130003	Tumor	-1.6
CPT0169730003	Tumor	-1.6
CPT0163530003	Tumor	-1.7
CPT0250310003	Tumor	-1.7
CPT0190850003	Tumor	-1.8
CPT0163090003	Tumor	-1.8
CPT0226250004	Tumor	-1.8
CPT0244890004	Tumor	-2.0
CPT0163910003	Tumor	-2.0
CPT0094490004	Tumor	-2.0
CPT0245230004	Tumor	-2.0
CPT0195680003	Tumor	-2.2
CPT0245350003	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 HPA024372	Antibody CAB002791
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
Neoplasm, malignant, NOS