Expression of KRT5 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

KRT5 is not prognostic in Head and Neck Squamous Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 6335.42

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average pTPM

10039.4

Number of samples

492

Samples

Sample	Description	pTPM
TCGA-IQ-A61J-01A	54 years, male, white, stage:Stage IVA, alive, 1021 days	25086.7
TCGA-T2-A6X2-01A	82 years, male, white, stage:Stage III, alive, 987 days	25019.2
TCGA-CR-6491-01A	60 years, male, black or african american, stage:Stage IVA, alive, 693 days	24959.9
TCGA-CN-4734-01A	70 years, male, white, stage:Stage II, alive, 1690 days	24910.6
TCGA-CV-7091-01A	54 years, male, white, stage:Stage I, alive, 3381 days	24074.0
TCGA-CV-7434-01A	64 years, male, white, stage:Stage IVA, dead, 218 days	23381.5
TCGA-CV-7432-01A	79 years, male, white, stage:Stage II, dead, 2570 days	22749.1
TCGA-CR-7365-01A	60 years, male, white, stage:Stage IVA, alive, 1191 days	22606.3
TCGA-CV-7414-01A	78 years, male, white, stage:Stage IVA, dead, 14 days	22365.3
TCGA-CR-7401-01A	64 years, male, white, stage:Stage I, alive, 1077 days	22030.6
TCGA-DQ-7592-01A	57 years, male, american indian or alaska native, stage:'--, alive, 1143 days	22027.3
TCGA-CV-7183-01A	53 years, male, white, stage:Stage II, alive, 3981 days	21840.0
TCGA-CR-7373-01A	66 years, male, white, stage:Stage IVA, alive, 889 days	21822.3
TCGA-CR-7380-01A	58 years, male, white, stage:Stage IVB, dead, 606 days	21252.8
TCGA-CN-5365-01A	38 years, male, white, stage:Stage IVB, dead, 351 days	21034.2
TCGA-CN-6018-01A	85 years, female, white, stage:Stage IVA, dead, 580 days	20947.4
TCGA-CV-7095-01A	87 years, female, stage:Stage II, dead, 572 days	20879.7
TCGA-F7-8489-01A	48 years, male, white, stage:Stage II, alive, 658 days	20864.8
TCGA-CV-7102-01A	76 years, female, white, stage:Stage IVA, dead, 56 days	20479.9
TCGA-CV-7411-01A	64 years, female, white, stage:Stage IVA, dead, 2717 days	20452.9
TCGA-CR-6471-01A	58 years, male, white, stage:Stage IVA, dead, 1202 days	20213.4
TCGA-CV-6959-01A	48 years, male, white, stage:Stage III, dead, 256 days	20159.5
TCGA-CV-7568-01A	48 years, female, white, stage:Stage IVA, dead, 927 days	20156.0
TCGA-CN-A498-01A	61 years, female, white, stage:Stage III, dead, 773 days	19988.5
TCGA-CN-6011-01A	57 years, male, white, stage:Stage IVA, alive, 933 days	19834.0
TCGA-HD-7229-01A	60 years, male, white, stage:Stage IVA, alive, 1027 days	19726.4
TCGA-D6-A4Z9-01A	59 years, male, white, stage:Stage IVA, alive, 539 days	19725.6
TCGA-HD-7753-01A	62 years, male, black or african american, stage:Stage I, alive, 866 days	19606.8
TCGA-CV-A463-01A	82 years, female, white, stage:Stage IVA, dead, 23 days	19482.9
TCGA-D6-6517-01A	59 years, male, white, stage:Stage III, alive, 292 days	19336.9
TCGA-CN-5367-01A	60 years, female, white, stage:Stage IVA, dead, 352 days	19296.2
TCGA-C9-A480-01A	45 years, female, asian, stage:Stage III, alive, 386 days	19142.2
TCGA-CN-6016-01A	64 years, male, white, stage:Stage IVA, alive, 1443 days	19135.9
TCGA-CR-7395-01A	80 years, female, white, stage:Stage II, alive, 930 days	19066.7
TCGA-CQ-7063-01A	59 years, female, white, stage:Stage I, alive, 2133 days	18981.9
TCGA-RS-A6TP-01A	58 years, male, white, stage:Stage II, alive, 516 days	18940.0
TCGA-CV-6952-01A	65 years, female, white, stage:Stage IVA, dead, 185 days	18849.5
TCGA-CV-5439-01A	62 years, male, white, stage:Stage IVA, dead, 546 days	18797.5
TCGA-CR-7372-01A	45 years, male, white, stage:Stage I, alive, 759 days	18712.8
TCGA-UF-A7JC-01A	42 years, male, white, stage:Stage IVA, dead, 546 days	18702.9
TCGA-D6-6516-01A	69 years, male, white, stage:Stage I, alive, 773 days	18570.6
TCGA-CV-5436-01A	65 years, male, stage:Stage IVA, dead, 584 days	18545.1
TCGA-C9-A47Z-01A	72 years, female, asian, stage:Stage III, dead, 191 days	18535.9
TCGA-UF-A7JK-01A	59 years, male, stage:Stage IVA, dead, 424 days	18471.7
TCGA-CN-4722-01A	61 years, female, white, stage:Stage II, alive, 1483 days	18317.3
TCGA-BA-5556-01A	58 years, female, white, stage:Stage II, alive, 725 days	18275.8
TCGA-BB-A6UO-01A	61 years, female, white, stage:Stage IVA, dead, 268 days	18269.8
TCGA-CV-7180-01A	34 years, male, white, stage:Stage II, dead, 327 days	18240.8
TCGA-CV-7104-01A	61 years, female, white, stage:Stage IVA, dead, 393 days	18175.3
TCGA-DQ-7588-01A	66 years, male, white, stage:'--, dead, 427 days	18118.3
TCGA-CQ-5326-01A	67 years, male, white, stage:Stage IVA, dead, 89 days	18048.7
TCGA-CQ-5331-01A	73 years, female, white, stage:'--, alive, 1399 days	17885.3
TCGA-BA-6872-01A	47 years, male, white, stage:'--, dead, 384 days	17844.0
TCGA-CR-6493-01A	69 years, male, black or african american, stage:Stage IVA, dead, 282 days	17784.8
TCGA-D6-6823-01A	50 years, male, white, stage:Stage II, alive, 701 days	17481.7
TCGA-CV-6955-01A	74 years, female, white, stage:Stage II, dead, 334 days	17406.3
TCGA-CV-7245-01A	62 years, male, white, stage:Stage IVA, alive, 797 days	17396.6
TCGA-BA-6873-01A	28 years, male, white, stage:Stage IVA, alive, 122 days	17284.0
TCGA-CQ-6218-01A	52 years, female, white, stage:Stage IVA, alive, 1253 days	17192.2
TCGA-CV-7252-01A	62 years, female, black or african american, stage:Stage IVA, dead, 151 days	16845.1
TCGA-CV-7099-01A	85 years, female, white, stage:Stage II, dead, 243 days	16799.1
TCGA-MT-A67A-01A	85 years, female, white, stage:Stage I, alive, 914 days	16694.3
TCGA-IQ-7632-01A	68 years, female, white, stage:Stage IVA, alive, 441 days	16691.4
TCGA-CN-5369-01A	90 years, female, white, stage:Stage IVA, dead, 1 days	16660.4
TCGA-CR-7386-01A	69 years, male, white, stage:Stage IVA, alive, 1430 days	16591.5
TCGA-P3-A6T0-01A	47 years, female, white, stage:Stage IVA, alive, 578 days	16559.0
TCGA-CV-7247-01A	55 years, male, white, stage:Stage III, dead, 577 days	16545.0
TCGA-CV-7425-01A	77 years, female, white, stage:Stage III, dead, 1718 days	16540.8
TCGA-HD-7832-01A	52 years, male, white, stage:Stage IVA, alive, 836 days	16531.8
TCGA-CV-7089-01A	74 years, male, white, stage:Stage IVA, dead, 1972 days	16473.1
TCGA-CQ-7071-01A	76 years, female, white, stage:Stage III, alive, 1311 days	16461.2
TCGA-BA-5558-01A	65 years, male, white, stage:'--, alive, 1995 days	16438.9
TCGA-CV-7413-01A	74 years, female, white, stage:Stage II, dead, 294 days	16412.9
TCGA-CV-5442-01A	76 years, female, white, stage:Stage IVA, alive, 2327 days	16394.7
TCGA-CV-6943-01A	74 years, male, white, stage:Stage III, dead, 602 days	16343.7
TCGA-MT-A51W-01A	52 years, female, white, stage:Stage I, alive, 437 days	16255.5
TCGA-CV-7410-01A	61 years, male, white, stage:Stage III, dead, 6417 days	16090.4
TCGA-CN-4738-01A	53 years, male, white, stage:Stage IVA, dead, 436 days	16090.2
TCGA-CN-A499-01A	60 years, female, white, stage:Stage II, alive, 717 days	16085.8
TCGA-QK-A6V9-01A	56 years, male, white, stage:Stage II, alive, 833 days	16070.9
TCGA-F7-A50J-01A	67 years, female, white, stage:Stage III, alive, 947 days	16046.9
TCGA-CQ-6220-01A	69 years, male, white, stage:Stage III, dead, 985 days	15996.2
TCGA-CV-7428-01A	47 years, male, white, stage:Stage IVA, dead, 1671 days	15924.1
TCGA-BB-A6UM-01A	52 years, male, white, stage:Stage III, alive, 393 days	15860.3
TCGA-T2-A6X0-01A	49 years, male, white, stage:'--, alive, 216 days	15815.0
TCGA-CR-7379-01A	78 years, female, white, stage:Stage IVA, alive, 1036 days	15737.1
TCGA-CV-6950-01A	64 years, male, white, stage:Stage IVA, dead, 459 days	15737.0
TCGA-CR-7368-01A	54 years, male, white, stage:Stage IVA, alive, 1245 days	15679.5
TCGA-IQ-7630-01A	49 years, male, white, stage:Stage II, alive, 485 days	15677.1
TCGA-IQ-A6SH-01A	55 years, male, black or african american, stage:Stage III, alive, 471 days	15566.1
TCGA-CQ-6223-01A	69 years, male, white, stage:Stage II, alive, 1428 days	15540.0
TCGA-CN-6994-01A	67 years, male, white, stage:Stage IVA, alive, 1183 days	15507.6
TCGA-CV-5979-01A	26 years, male, white, stage:Stage IVA, alive, 1315 days	15441.4
TCGA-CN-5366-01A	51 years, male, white, stage:Stage IVA, dead, 360 days	15387.4
TCGA-F7-A50G-01A	66 years, male, white, stage:Stage III, alive, 616 days	15328.7
TCGA-QK-A64Z-01A	79 years, female, white, stage:Stage IVA, dead, 641 days	15304.4
TCGA-CV-A45V-01A	87 years, female, white, stage:Stage IVA, dead, 32 days	15245.8
TCGA-CN-4737-01A	19 years, male, white, stage:Stage IVA, alive, 625 days	15156.8
TCGA-CV-7430-01A	56 years, male, white, stage:Stage IVA, dead, 495 days	15150.8
TCGA-H7-8502-01A	50 years, male, white, stage:Stage IVA, alive, 458 days	15063.6
TCGA-CN-4741-01A	75 years, male, white, stage:Stage IVA, alive, 2239 days	14920.8
TCGA-CR-7402-01A	68 years, male, white, stage:'--, alive, 911 days	14872.5
TCGA-CV-5441-01A	58 years, male, white, stage:Stage IVA, alive, 2886 days	14863.2
TCGA-CV-7427-01A	73 years, female, white, stage:Stage II, dead, 4760 days	14784.3
TCGA-WA-A7GZ-01A	58 years, male, white, stage:'--, dead, 625 days	14778.5
TCGA-HD-8635-01A	61 years, female, white, stage:Stage III, alive, 695 days	14755.8
TCGA-CN-5355-01A	64 years, male, black or african american, stage:Stage IVA, alive, 1278 days	14747.1
TCGA-UF-A718-01A	62 years, male, white, stage:Stage IVA, alive, 1971 days	14651.6
TCGA-P3-A6T5-01A	79 years, female, white, stage:Stage IVA, dead, 882 days	14630.5
TCGA-HL-7533-01A	65 years, male, white, stage:'--, alive, 1057 days	14579.4
TCGA-CV-7255-01A	32 years, female, white, stage:Stage IVA, dead, 64 days	14383.4
TCGA-CN-5356-01A	56 years, male, white, stage:Stage III, alive, 1409 days	14317.5
TCGA-D6-A6EQ-01A	57 years, male, white, stage:Stage IVA, alive, 368 days	14309.9
TCGA-CN-6996-01A	58 years, female, white, stage:Stage IVA, dead, 530 days	14267.9
TCGA-D6-6825-01A	73 years, male, white, stage:Stage I, alive, 491 days	14254.4
TCGA-P3-A6T7-01A	55 years, male, white, stage:Stage IVA, dead, 487 days	14224.0
TCGA-CV-7407-01A	67 years, female, white, stage:Stage II, dead, 1081 days	14133.1
TCGA-CQ-A4CE-01A	76 years, female, stage:Stage II, alive, 897 days	14124.5
TCGA-P3-A6SX-01A	67 years, male, white, stage:Stage III, dead, 1430 days	14085.4
TCGA-D6-6826-01A	64 years, female, white, stage:Stage IVA, dead, 348 days	14033.6
TCGA-BA-4078-01A	83 years, male, white, stage:'--, dead, 276 days	14026.4
TCGA-CV-A45P-01A	82 years, female, white, stage:Stage I, alive, 639 days	13977.5
TCGA-CV-6935-01A	67 years, male, white, stage:Stage IVA, dead, 295 days	13933.0
TCGA-CR-6472-01A	59 years, male, white, stage:'--, alive, 1050 days	13862.3
TCGA-CQ-A4C6-01A	63 years, male, asian, stage:Stage II, alive, 1353 days	13810.9
TCGA-CN-6013-01A	56 years, male, white, stage:Stage IVA, dead, 727 days	13797.0
TCGA-HD-8634-01A	51 years, female, white, stage:Stage I, dead, 385 days	13718.5
TCGA-CV-5435-01A	57 years, male, white, stage:Stage IVA, dead, 2319 days	13645.1
TCGA-CV-7423-01A	65 years, male, white, stage:Stage II, dead, 3059 days	13526.4
TCGA-CR-6484-01A	67 years, female, asian, stage:Stage IVA, alive, 354 days	13410.9
TCGA-F7-A61S-01A	62 years, male, white, stage:Stage III, alive, 576 days	13384.8
TCGA-CV-7090-01A	39 years, male, white, stage:Stage II, alive, 5252 days	13372.1
TCGA-CN-A6V7-01A	40 years, male, white, stage:Stage IVA, alive, 594 days	13327.9
TCGA-CR-7385-01A	42 years, male, white, stage:'--, alive, 997 days	13321.1
TCGA-BA-5153-01A	51 years, male, white, stage:'--, dead, 1762 days	13314.4
TCGA-CQ-5334-01A	87 years, male, white, stage:Stage IVA, dead, 129 days	13287.8
TCGA-CV-7446-01A	66 years, male, white, stage:Stage IVA, dead, 1093 days	13262.0
TCGA-CV-7178-01A	64 years, female, white, stage:Stage IVA, dead, 2166 days	13185.4
TCGA-CQ-7065-01A	40 years, male, asian, stage:Stage II, alive, 1628 days	13164.7
TCGA-CR-5249-01A	35 years, female, white, stage:Stage II, alive, 1152 days	13157.0
TCGA-TN-A7HJ-01A	51 years, male, white, stage:Stage IVA, alive, 403 days	13153.6
TCGA-CN-A6V3-01A	61 years, male, white, stage:Stage IVA, alive, 742 days	13142.9
TCGA-DQ-5625-01A	52 years, female, white, stage:'--, dead, 1133 days	13046.4
TCGA-CN-5364-01A	55 years, male, white, stage:Stage IVA, dead, 493 days	13045.8
TCGA-CV-5432-01A	68 years, male, white, stage:Stage III, alive, 3930 days	13027.8
TCGA-CR-5247-01A	48 years, male, black or african american, stage:'--, alive, 358 days	13000.6
TCGA-CQ-5327-01A	61 years, female, asian, stage:Stage IVA, alive, 1660 days	12990.8
TCGA-P3-A6T2-01A	45 years, male, white, stage:Stage IVA, alive, 2298 days	12937.7
TCGA-CV-7097-01A	53 years, male, white, stage:Stage II, dead, 385 days	12850.1
TCGA-BA-5152-01A	56 years, male, white, stage:Stage IVA, alive, 1288 days	12830.1
TCGA-CR-6478-01A	66 years, female, white, stage:'--, dead, 183 days	12680.9
TCGA-BA-5151-01A	72 years, male, white, stage:Stage IVA, alive, 722 days	12647.9
TCGA-CV-6003-01A	50 years, female, white, stage:Stage III, alive, 1665 days	12502.1
TCGA-CN-4726-01A	68 years, male, white, stage:Stage IVA, dead, 142 days	12467.0
TCGA-DQ-5629-01A	64 years, male, white, stage:'--, dead, 941 days	12420.5
TCGA-CN-5363-01A	48 years, male, black or african american, stage:Stage IVB, dead, 253 days	12376.4
TCGA-KU-A6H7-01A	55 years, female, white, stage:Stage IVA, alive, 586 days	12349.8
TCGA-BA-A6DI-01A	62 years, male, black or african american, stage:'--, dead, 336 days	12348.9
TCGA-UP-A6WW-01A	58 years, male, white, stage:'--, alive, 518 days	12290.4
TCGA-H7-A6C4-01A	35 years, female, white, stage:Stage IVA, dead, 414 days	12283.2
TCGA-BA-6870-01A	60 years, female, black or african american, stage:'--, dead, 451 days	12235.1
TCGA-T3-A92N-01A	79 years, male, black or african american, stage:Stage IVA, dead, 95 days	12225.9
TCGA-P3-A6T4-01A	54 years, male, white, stage:Stage IVA, dead, 62 days	12224.6
TCGA-CX-7082-01A	82 years, male, white, stage:Stage IVA, dead, 11 days	12171.2
TCGA-CV-6938-01A	87 years, male, white, stage:Stage II, dead, 144 days	12129.5
TCGA-CR-6480-01A	53 years, male, white, stage:'--, alive, 362 days	12107.4
TCGA-CQ-5329-01A	46 years, female, white, stage:Stage II, alive, 2143 days	12055.3
TCGA-T2-A6WX-01A	73 years, female, white, stage:'--, dead, 209 days	12039.2
TCGA-P3-A5QE-01A	49 years, male, white, stage:Stage III, alive, 1559 days	12007.8
TCGA-CR-6492-01A	78 years, male, white, stage:Stage III, alive, 479 days	11986.2
TCGA-BA-A4IF-01A	59 years, male, white, stage:'--, alive, 895 days	11869.5
TCGA-CR-7389-01A	55 years, male, black or african american, stage:'--, alive, 392 days	11864.0
TCGA-CV-6953-01A	80 years, female, white, stage:Stage III, dead, 1641 days	11856.8
TCGA-CV-7437-01A	77 years, male, stage:Stage II, dead, 506 days	11850.3
TCGA-QK-A8ZB-01A	68 years, male, black or african american, stage:Stage IVA, alive, 542 days	11816.2
TCGA-CQ-6222-01A	63 years, male, white, stage:Stage IVA, alive, 2016 days	11792.4
TCGA-BB-4223-01A	48 years, male, white, stage:Stage IVA, alive, 3221 days	11742.0
TCGA-P3-A6T3-01A	49 years, male, white, stage:Stage IVA, dead, 577 days	11664.5
TCGA-CV-A45R-01A	46 years, male, white, stage:Stage III, alive, 5480 days	11633.8
TCGA-CR-6477-01A	56 years, female, white, stage:'--, alive, 514 days	11625.7
TCGA-CN-4736-01A	70 years, female, white, stage:'--, dead, 395 days	11619.2
TCGA-CV-6436-01A	62 years, male, white, stage:Stage IVA, alive, 1899 days	11619.2
TCGA-BA-5555-01A	54 years, male, black or african american, stage:Stage IVA, alive, 520 days	11611.6
TCGA-CV-A6K2-01A	79 years, male, white, stage:Stage IVA, dead, 317 days	11310.5
TCGA-CR-7369-01A	59 years, male, white, stage:Stage IVA, dead, 1090 days	11221.6
TCGA-CV-5970-01A	59 years, male, white, stage:Stage IVA, dead, 406 days	11203.4
TCGA-UF-A7JH-01A	59 years, male, black or african american, stage:Stage IVA, alive, 896 days	11190.7
TCGA-CV-5977-01A	66 years, male, white, stage:Stage IVA, alive, 1840 days	11115.7
TCGA-DQ-5631-01A	52 years, male, white, stage:'--, dead, 548 days	11065.5
TCGA-CV-A6JY-01A	69 years, male, white, stage:Stage IVA, alive, 646 days	11043.6
TCGA-CQ-A4C7-01A	88 years, male, white, stage:Stage III, dead, 353 days	10882.8
TCGA-CQ-7069-01A	77 years, female, white, stage:Stage II, alive, 1274 days	10824.8
TCGA-CN-4729-01A	73 years, male, white, stage:Stage III, alive, 392 days	10773.0
TCGA-BB-4225-01A	73 years, male, white, stage:'--, alive, 146 days	10771.2
TCGA-CR-7364-01A	66 years, male, white, stage:Stage III, alive, 1435 days	10758.4
TCGA-CR-7367-01A	52 years, male, white, stage:Stage IVA, alive, 1440 days	10752.6
TCGA-CV-7253-01A	58 years, male, black or african american, stage:Stage IVA, dead, 361 days	10747.6
TCGA-CN-6998-01A	53 years, male, white, stage:Stage IVA, dead, 357 days	10742.2
TCGA-CQ-5324-01A	59 years, male, white, stage:Stage III, alive, 1593 days	10730.1
TCGA-CV-7236-01A	77 years, female, white, stage:Stage IVA, dead, 144 days	10704.7
TCGA-UF-A7JO-01A	79 years, female, white, stage:Stage IVA, dead, 631 days	10682.9
TCGA-CN-5361-01A	80 years, male, white, stage:Stage IVA, dead, 2120 days	10653.8
TCGA-CV-6951-01A	57 years, male, white, stage:Stage IVA, dead, 915 days	10547.8
TCGA-IQ-A61E-01A	55 years, female, white, stage:Stage III, alive, 1147 days	10534.6
TCGA-D6-A74Q-01A	67 years, male, white, stage:Stage IVA, alive, 710 days	10527.5
TCGA-CQ-5330-01A	69 years, female, white, stage:Stage IVA, alive, 1897 days	10447.7
TCGA-F7-A50I-01A	72 years, male, white, stage:Stage IVA, alive, 92 days	10446.8
TCGA-CQ-6224-01A	52 years, male, white, stage:Stage IVA, alive, 1721 days	10356.3
TCGA-CQ-5325-01A	65 years, male, white, stage:Stage I, dead, 654 days	10352.6
TCGA-QK-A8ZA-01A	60 years, male, black or african american, stage:'--, dead, 371 days	10342.3
TCGA-CR-6481-01A	47 years, male, white, stage:'--, alive, 311 days	10317.7
TCGA-CV-A461-01A	65 years, male, white, stage:'--, dead, 2064 days	10290.6
TCGA-CV-5444-01A	64 years, male, black or african american, stage:Stage IVA, alive, 2437 days	10271.0
TCGA-D6-6515-01A	82 years, female, white, stage:Stage II, dead, 403 days	10255.1
TCGA-CV-7101-01A	80 years, male, white, stage:Stage II, dead, 160 days	10245.7
TCGA-HD-A4C1-01A	41 years, female, black or african american, stage:Stage IVA, alive, 11 days	10219.0
TCGA-CN-5373-01A	55 years, female, white, stage:Stage I, alive, 1584 days	10196.6
TCGA-H7-7774-01A	75 years, female, white, stage:Stage IVA, alive, 407 days	10193.5
TCGA-CR-6488-01A	68 years, female, white, stage:Stage II, alive, 379 days	10181.6
TCGA-CN-A49B-01A	71 years, male, white, stage:Stage III, alive, 904 days	10079.4
TCGA-CV-A6JZ-01A	68 years, male, white, stage:Stage II, alive, 714 days	10036.8
TCGA-CR-5243-01A	51 years, male, white, stage:'--, alive, 2562 days	10018.2
TCGA-CR-5250-01A	71 years, male, white, stage:'--, alive, 799 days	9926.8
TCGA-CR-6474-01A	51 years, male, white, stage:Stage IVA, dead, 564 days	9909.7
TCGA-CR-7391-01A	36 years, female, white, stage:Stage I, alive, 913 days	9857.6
TCGA-QK-A6IH-01A	65 years, female, white, stage:Stage IVB, alive, 653 days	9814.8
TCGA-F7-A622-01A	75 years, male, white, stage:Stage III, dead, 359 days	9812.9
TCGA-CR-6470-01A	38 years, male, white, stage:Stage II, alive, 1521 days	9797.0
TCGA-BA-A6DJ-01A	62 years, male, asian, stage:Stage IVA, dead, 407 days	9750.2
TCGA-D6-8569-01A	52 years, male, white, stage:Stage II, alive, 770 days	9728.8
TCGA-D6-A4ZB-01A	61 years, male, white, stage:Stage III, alive, 376 days	9693.0
TCGA-CV-7415-01A	60 years, male, white, stage:Stage IVA, dead, 695 days	9565.9
TCGA-D6-8568-01A	62 years, male, white, stage:Stage II, alive, 759 days	9547.6
TCGA-F7-A623-01A	70 years, male, white, stage:Stage IVA, alive, 616 days	9544.4
TCGA-F7-A620-01A	47 years, male, white, stage:Stage III, alive, 543 days	9539.1
TCGA-CR-7404-01A	53 years, male, white, stage:'--, alive, 1472 days	9491.6
TCGA-CQ-A4CB-01A	59 years, male, stage:Stage III, alive, 893 days	9485.6
TCGA-DQ-5624-01A	43 years, female, white, stage:'--, alive, 1778 days	9480.2
TCGA-P3-A6T8-01A	54 years, male, white, stage:Stage IVA, alive, 400 days	9470.8
TCGA-CV-A460-01A	72 years, male, white, stage:'--, dead, 1838 days	9418.9
TCGA-CN-A6V6-01A	59 years, male, white, stage:Stage IVA, alive, 635 days	9414.6
TCGA-CR-7377-01A	58 years, male, white, stage:Stage IVA, dead, 279 days	9391.7
TCGA-DQ-5630-01A	73 years, male, white, stage:'--, alive, 1030 days	9385.3
TCGA-CN-6020-01A	58 years, male, black or african american, stage:Stage III, dead, 205 days	9368.3
TCGA-BB-4227-01A	66 years, male, white, stage:Stage IVA, alive, 134 days	9342.5
TCGA-HD-A6HZ-01A	79 years, female, white, stage:Stage III, alive, 111 days	9326.4
TCGA-CV-6945-01A	41 years, male, white, stage:Stage IVA, dead, 366 days	9251.7
TCGA-UF-A71E-01A	63 years, male, white, stage:Stage IVA, dead, 1504 days	9227.3
TCGA-CV-7433-01A	49 years, male, white, stage:Stage IVA, dead, 601 days	9220.5
TCGA-P3-A5QF-01A	49 years, male, white, stage:Stage IVA, dead, 330 days	9190.1
TCGA-CN-A49C-01A	67 years, male, white, stage:'--, alive, 645 days	9144.2
TCGA-CV-6939-01A	60 years, male, white, stage:Stage IVA, dead, 666 days	9140.7
TCGA-CV-6940-01A	80 years, female, white, stage:Stage III, dead, 804 days	9138.3
TCGA-CV-A45Z-01A	75 years, male, white, stage:'--, dead, 1466 days	9130.0
TCGA-CQ-5332-01A	87 years, male, white, stage:Stage III, dead, 317 days	9078.6
TCGA-QK-AA3J-01A	69 years, male, black or african american, stage:Stage I, alive, 466 days	9072.4
TCGA-BA-A6DD-01A	44 years, male, black or african american, stage:Stage IVA, dead, 173 days	9042.6
TCGA-CV-7177-01A	82 years, female, white, stage:Stage II, dead, 663 days	9036.4
TCGA-CN-A63U-01A	50 years, male, white, stage:Stage IVA, alive, 964 days	9034.1
TCGA-CQ-A4CG-01A	78 years, female, white, stage:Stage III, dead, 430 days	9009.6
TCGA-CV-7416-01A	29 years, female, white, stage:Stage IVA, dead, 763 days	8960.9
TCGA-RS-A6TO-01A	82 years, female, white, stage:Stage IVA, dead, 387 days	8951.6
TCGA-CN-6021-01A	63 years, female, white, stage:'--, dead, 276 days	8934.8
TCGA-CV-5430-01A	61 years, male, white, stage:Stage IVA, alive, 4241 days	8905.5
TCGA-F7-8298-01A	58 years, male, white, stage:Stage I, alive, 995 days	8903.7
TCGA-CR-7383-01A	79 years, female, white, stage:Stage I, dead, 521 days	8871.9
TCGA-CV-7261-01A	57 years, male, white, stage:Stage IVA, alive, 1512 days	8865.2
TCGA-CX-7085-01A	77 years, female, white, stage:Stage I, alive, 321 days	8859.2
TCGA-CV-A6JT-01A	65 years, male, white, stage:Stage II, alive, 852 days	8810.9
TCGA-P3-A5Q5-01A	54 years, male, white, stage:Stage IVA, alive, 910 days	8789.1
TCGA-HD-A633-01A	74 years, male, white, stage:Stage IVA, alive, 421 days	8771.1
TCGA-CQ-6227-01A	77 years, male, white, stage:Stage IVA, dead, 129 days	8742.7
TCGA-CV-6948-01A	79 years, female, white, stage:Stage IVB, dead, 1289 days	8742.7
TCGA-P3-A5Q6-01A	49 years, male, white, stage:Stage IVA, dead, 480 days	8732.9
TCGA-CQ-6229-01A	61 years, male, white, stage:Stage II, alive, 1179 days	8655.1
TCGA-CR-7393-01A	26 years, male, white, stage:Stage III, alive, 993 days	8616.4
TCGA-CR-6487-01A	50 years, male, white, stage:Stage I, alive, 234 days	8554.2
TCGA-BA-A4IG-01A	77 years, male, white, stage:'--, alive, 855 days	8542.5
TCGA-CR-7394-01A	70 years, male, white, stage:Stage IVA, alive, 1346 days	8503.9
TCGA-BA-A8YP-01A	50 years, male, black or african american, stage:Stage IVB, alive, 499 days	8476.6
TCGA-QK-A652-01A	60 years, male, white, stage:Stage III, alive, 645 days	8396.3
TCGA-CV-6941-01A	51 years, male, white, stage:Stage III, dead, 342 days	8381.2
TCGA-CV-A6JN-01A	53 years, male, white, stage:'--, alive, 906 days	8334.3
TCGA-UF-A7J9-01A	75 years, male, white, stage:Stage IVA, alive, 1358 days	8297.1
TCGA-CV-6954-01A	59 years, male, black or african american, stage:Stage IVA, dead, 2002 days	8272.0
TCGA-CN-A63W-01A	48 years, female, white, stage:Stage IVA, dead, 377 days	8265.2
TCGA-CV-7438-01A	87 years, female, white, stage:Stage I, dead, 194 days	8264.2
TCGA-CQ-A4CH-01A	58 years, male, asian, stage:Stage II, dead, 379 days	8260.7
TCGA-CV-7238-01A	69 years, female, white, stage:Stage II, alive, 2727 days	8251.7
TCGA-IQ-A61G-01A	57 years, male, white, stage:Stage IVA, alive, 360 days	8236.5
TCGA-CV-6933-01A	53 years, male, white, stage:Stage III, dead, 2741 days	8233.0
TCGA-CV-7422-01A	60 years, female, white, stage:Stage IVA, dead, 1037 days	8201.7
TCGA-CN-6989-01A	64 years, male, white, stage:Stage IVA, dead, 980 days	8153.3
TCGA-HD-8224-01A	63 years, male, white, stage:Stage IVA, dead, 446 days	8139.8
TCGA-BA-A6DB-01A	24 years, female, white, stage:Stage I, alive, 216 days	8076.6
TCGA-CR-7376-01A	83 years, male, white, stage:Stage III, alive, 972 days	8070.1
TCGA-CV-5976-01A	50 years, male, white, stage:Stage IVA, alive, 1478 days	8042.4
TCGA-QK-A6VC-01A	62 years, female, black or african american, stage:Stage IVA, alive, 600 days	8032.1
TCGA-CN-4723-01A	67 years, male, white, stage:Stage IVA, alive, 1699 days	8028.6
TCGA-CN-A63V-01A	59 years, male, white, stage:Stage IVA, alive, 679 days	7917.9
TCGA-CX-7086-01A	53 years, male, black or african american, stage:Stage III, alive, 573 days	7905.2
TCGA-F7-A61W-01A	51 years, male, asian, stage:Stage IVA, alive, 14 days	7891.0
TCGA-CQ-A4CD-01A	69 years, male, white, stage:Stage IVA, alive, 1022 days	7866.4
TCGA-BB-4228-01A	50 years, male, white, stage:Stage III, alive, 559 days	7778.8
TCGA-CV-A468-01A	42 years, male, stage:Stage IVA, dead, 464 days	7751.7
TCGA-BA-5559-01A	71 years, male, white, stage:'--, dead, 2083 days	7712.0
TCGA-CV-A45T-01A	64 years, female, white, stage:'--, dead, 4856 days	7702.4
TCGA-CN-4730-01A	62 years, male, white, stage:Stage IVA, alive, 817 days	7653.0
TCGA-MT-A51X-01A	30 years, male, white, stage:Stage IVA, alive, 242 days	7639.6
TCGA-MT-A67F-01A	60 years, female, white, stage:Stage IVA, alive, 384 days	7635.7
TCGA-CN-6012-01A	66 years, male, white, stage:Stage IVA, alive, 1460 days	7621.9
TCGA-TN-A7HL-01A	59 years, male, white, stage:Stage IVA, alive, 619 days	7588.4
TCGA-CQ-6219-01A	50 years, female, white, stage:Stage IVA, dead, 479 days	7582.6
TCGA-CQ-5333-01A	74 years, male, white, stage:Stage II, dead, 341 days	7580.4
TCGA-CV-A6K1-01A	65 years, male, white, stage:Stage IVA, alive, 685 days	7579.4
TCGA-CN-A6UY-01A	57 years, male, white, stage:Stage IVA, alive, 713 days	7501.4
TCGA-CN-5370-01A	78 years, male, white, stage:Stage III, dead, 259 days	7459.2
TCGA-CR-7388-01A	70 years, female, white, stage:'--, dead, 823 days	7454.1
TCGA-CN-6024-01A	66 years, male, white, stage:Stage IVA, dead, 337 days	7335.2
TCGA-CV-6942-01A	73 years, female, white, stage:Stage II, alive, 4282 days	7094.0
TCGA-CN-5374-01A	56 years, female, white, stage:Stage IVA, dead, 1732 days	7062.4
TCGA-CV-5434-01A	60 years, male, black or african american, stage:Stage IVA, dead, 3314 days	7061.9
TCGA-CR-6467-01A	59 years, male, white, stage:Stage III, alive, 1777 days	7059.6
TCGA-CV-5443-01A	63 years, male, black or african american, stage:Stage III, alive, 2784 days	7029.0
TCGA-CR-7390-01A	67 years, male, white, stage:Stage IVA, alive, 1508 days	6962.7
TCGA-BA-A6DL-01A	59 years, male, white, stage:'--, alive, 623 days	6943.4
TCGA-CN-6010-01A	53 years, male, white, stage:Stage IVA, alive, 1523 days	6938.6
TCGA-CN-5358-01A	60 years, male, white, stage:Stage II, dead, 261 days	6931.3
TCGA-CV-6934-01A	66 years, female, white, stage:Stage IVA, dead, 65 days	6882.8
TCGA-BA-5557-01A	41 years, female, stage:Stage III, alive, 623 days	6864.6
TCGA-CV-A464-01A	48 years, male, white, stage:Stage III, alive, 1722 days	6830.7
TCGA-CN-5359-01A	59 years, male, white, stage:Stage IVA, dead, 377 days	6800.3
TCGA-CR-5248-01A	53 years, male, white, stage:'--, alive, 1663 days	6795.6
TCGA-QK-A6VB-01A	66 years, male, white, stage:Stage IVA, alive, 641 days	6736.8
TCGA-CR-7392-01A	67 years, female, white, stage:Stage IVA, alive, 1425 days	6710.4
TCGA-KU-A66T-01A	53 years, female, white, stage:Stage IVA, alive, 552 days	6703.2
TCGA-UF-A7JJ-01A	68 years, male, stage:Stage IVA, alive, 549 days	6653.7
TCGA-QK-A6II-01A	52 years, male, white, stage:Stage IVA, dead, 284 days	6646.1
TCGA-CR-7397-01A	44 years, male, white, stage:Stage IVA, alive, 754 days	6623.2
TCGA-CQ-5323-01A	82 years, male, white, stage:Stage I, alive, 1466 days	6487.7
TCGA-CN-6997-01A	66 years, male, white, stage:Stage IVA, dead, 988 days	6486.3
TCGA-CV-A45Q-01A	69 years, female, white, stage:'--, dead, 5152 days	6479.5
TCGA-F7-A61V-01A	54 years, male, white, stage:Stage II, alive, 759 days	6417.7
TCGA-4P-AA8J-01A	66 years, male, black or african american, stage:Stage IVA, alive, 102 days	6388.1
TCGA-HD-A6I0-01A	56 years, male, white, stage:Stage IVA, alive, 210 days	6363.8
TCGA-UF-A7JF-01A	80 years, male, white, stage:Stage IVA, alive, 1686 days	6339.1
TCGA-UF-A71A-01A	67 years, male, white, stage:Stage IVA, dead, 86 days	6331.7
TCGA-BA-A6DE-01A	70 years, female, white, stage:Stage II, alive, 440 days	6328.3
TCGA-DQ-7591-01A	62 years, male, white, stage:'--, alive, 622 days	6308.3
TCGA-BA-A6DG-01A	49 years, male, white, stage:'--, dead, 69 days	6301.6
TCGA-CN-6995-01A	78 years, male, white, stage:Stage IVA, dead, 112 days	6212.7
TCGA-CV-A45U-01A	59 years, male, white, stage:Stage IVA, dead, 1079 days	6209.1
TCGA-UF-A719-01A	54 years, male, stage:Stage II, alive, 1663 days	6204.3
TCGA-CR-7370-01A	72 years, female, white, stage:'--, alive, 105 days	6171.9
TCGA-BA-4076-01A	39 years, male, white, stage:'--, dead, 415 days	6120.5
TCGA-BB-A5HU-01A	47 years, male, white, stage:Stage IVA, alive, 782 days	6079.5
TCGA-IQ-A6SG-01A	61 years, female, white, stage:Stage III, alive, 579 days	6067.8
TCGA-QK-A6IG-01A	69 years, male, white, stage:Stage III, dead, 222 days	6058.7
TCGA-CV-7418-01A	62 years, male, black or african american, stage:Stage IVA, dead, 789 days	6050.9
TCGA-HD-7754-01A	69 years, male, white, stage:Stage IVA, alive, 783 days	6038.0
TCGA-CQ-6228-01A	71 years, female, white, stage:Stage IVA, dead, 456 days	6037.8
TCGA-BB-4224-01A	52 years, male, white, stage:Stage IVA, alive, 278 days	6004.1
TCGA-T2-A6WZ-01A	53 years, male, white, stage:'--, dead, 484 days	5970.1
TCGA-CQ-7068-01A	80 years, female, white, stage:Stage II, alive, 1309 days	5950.1
TCGA-D6-A6EK-01A	67 years, male, white, stage:Stage III, alive, 875 days	5944.9
TCGA-CN-4740-01A	79 years, female, white, stage:Stage IVA, dead, 839 days	5942.5
TCGA-QK-A6IF-01A	61 years, male, white, stage:'--, alive, 704 days	5935.5
TCGA-BA-6869-01A	62 years, male, white, stage:Stage III, alive, 644 days	5890.1
TCGA-CN-4731-01A	63 years, female, white, stage:Stage IVA, dead, 998 days	5881.4
TCGA-UF-A7JA-01A	66 years, female, white, stage:Stage IVA, alive, 2265 days	5812.8
TCGA-CR-7371-01A	45 years, female, white, stage:Stage III, dead, 94 days	5799.9
TCGA-CV-5440-01A	52 years, male, white, stage:Stage IVA, alive, 3270 days	5785.6
TCGA-BB-A5HZ-01A	65 years, male, white, stage:Stage IVA, alive, 827 days	5755.9
TCGA-CV-6961-01A	61 years, male, white, stage:Stage II, dead, 76 days	5751.4
TCGA-QK-A6IJ-01A	71 years, male, white, stage:Stage III, alive, 387 days	5718.1
TCGA-WA-A7H4-01A	69 years, male, white, stage:Stage II, alive, 443 days	5646.6
TCGA-UF-A7JV-01A	62 years, female, white, stage:Stage IVA, dead, 90 days	5641.7
TCGA-CV-7235-01A	67 years, male, white, stage:Stage II, alive, 2347 days	5608.2
TCGA-CQ-A4CI-01A	73 years, male, white, stage:Stage III, alive, 950 days	5601.1
TCGA-CR-7398-01A	53 years, female, white, stage:Stage II, alive, 156 days	5599.4
TCGA-QK-A8Z8-01A	60 years, female, black or african american, stage:Stage IVC, dead, 171 days	5576.8
TCGA-UF-A7JT-01A	72 years, female, white, stage:Stage IVA, dead, 993 days	5559.8
TCGA-CR-7399-01A	60 years, female, white, stage:Stage IVA, alive, 181 days	5557.0
TCGA-CV-6937-01A	71 years, male, white, stage:Stage II, dead, 624 days	5550.4
TCGA-BB-4217-01A	68 years, male, black or african american, stage:Stage IVA, alive, 187 days	5478.3
TCGA-T3-A92M-01A	52 years, male, black or african american, stage:Stage IVA, alive, 417 days	5430.1
TCGA-CV-5978-01A	53 years, female, black or african american, stage:Stage IVB, dead, 215 days	5407.3
TCGA-CV-A45X-01A	47 years, male, white, stage:Stage IVA, dead, 198 days	5358.1
TCGA-CV-7440-01A	38 years, male, white, stage:Stage II, dead, 675 days	5293.1
TCGA-CV-5966-01A	63 years, female, white, stage:Stage IVA, dead, 545 days	5286.6
TCGA-CV-A6JD-01A	82 years, female, white, stage:'--, dead, 182 days	5283.4
TCGA-BA-A6DA-01A	41 years, female, white, stage:Stage IVA, alive, 351 days	5158.6
TCGA-CN-4742-01A	48 years, female, white, stage:Stage IVA, dead, 397 days	5021.1
TCGA-CQ-A4C9-01A	56 years, male, stage:Stage III, alive, 707 days	5015.6
TCGA-D6-6824-01A	61 years, male, white, stage:Stage IVA, alive, 77 days	4962.7
TCGA-CV-6433-01A	57 years, male, white, stage:Stage II, alive, 641 days	4877.1
TCGA-F7-7848-01A	47 years, male, white, stage:Stage IVA, alive, 1131 days	4842.3
TCGA-D6-A6EO-01A	44 years, male, white, stage:Stage IVA, alive, 759 days	4808.4
TCGA-CN-4727-01A	56 years, male, white, stage:Stage IVA, alive, 1560 days	4803.8
TCGA-CV-7263-01A	64 years, male, black or african american, stage:Stage II, dead, 560 days	4760.8
TCGA-H7-A76A-01A	57 years, male, white, stage:'--, alive, 637 days	4712.0
TCGA-CN-5360-01A	68 years, male, white, stage:Stage IVA, alive, 2169 days	4690.8
TCGA-CV-A465-01A	24 years, male, white, stage:Stage III, dead, 215 days	4673.3
TCGA-CV-7103-01A	49 years, male, white, stage:Stage IVA, dead, 1591 days	4658.8
TCGA-KU-A6H8-01A	41 years, male, white, stage:Stage IVA, dead, 327 days	4658.7
TCGA-BA-A4II-01A	46 years, male, white, stage:Stage II, alive, 918 days	4643.8
TCGA-CR-6473-01A	68 years, male, white, stage:'--, alive, 1125 days	4640.5
TCGA-CV-7242-01A	60 years, female, white, stage:Stage II, alive, 1095 days	4591.1
TCGA-CN-4739-01A	71 years, male, white, stage:Stage IVA, dead, 1394 days	4585.6
TCGA-CV-5431-01A	73 years, male, white, stage:Stage IVA, dead, 522 days	4568.4
TCGA-P3-A6T6-01A	53 years, male, white, stage:Stage IVA, dead, 395 days	4563.3
TCGA-IQ-A61H-01A	76 years, male, white, stage:Stage II, alive, 1138 days	4557.8
TCGA-CN-6017-01A	55 years, male, white, stage:Stage IVA, dead, 853 days	4527.0
TCGA-CV-7100-01A	66 years, male, white, stage:Stage III, dead, 274 days	4525.7
TCGA-CV-6962-01A	65 years, male, white, stage:Stage IVA, dead, 126 days	4474.4
TCGA-BB-A5HY-01A	64 years, male, white, stage:Stage IVA, dead, 321 days	4472.4
TCGA-HD-7831-01A	74 years, male, white, stage:Stage IVA, alive, 667 days	4443.8
TCGA-CN-4735-01A	52 years, male, white, stage:Stage IVA, alive, 1737 days	4439.7
TCGA-CV-A45Y-01A	61 years, male, american indian or alaska native, stage:Stage IVA, dead, 2703 days	4399.5
TCGA-UF-A71D-01A	54 years, female, white, stage:Stage IVA, alive, 1461 days	4336.3
TCGA-H7-8501-01A	54 years, male, white, stage:Stage IVA, alive, 461 days	4297.4
TCGA-CV-7435-01A	57 years, female, white, stage:Stage IVA, dead, 4680 days	4285.5
TCGA-CV-7421-01A	76 years, male, white, stage:Stage IVA, dead, 2 days	4261.0
TCGA-IQ-A61I-01A	63 years, male, black or african american, stage:Stage IVA, dead, 2 days	4177.1
TCGA-CX-7219-01A	47 years, male, black or african american, stage:Stage IVA, alive, 1045 days	4174.5
TCGA-CN-6992-01A	61 years, male, white, stage:Stage IVA, alive, 1066 days	4153.4
TCGA-BB-8601-01A	84 years, male, black or african american, stage:Stage III, alive, 624 days	4137.6
TCGA-CV-A6JE-01A	78 years, male, white, stage:'--, alive, 1075 days	4055.9
TCGA-UF-A71B-01A	50 years, male, white, stage:Stage IVA, alive, 1506 days	3984.9
TCGA-CN-4725-01A	60 years, male, white, stage:Stage II, alive, 1157 days	3963.3
TCGA-CN-6988-01A	47 years, male, white, stage:Stage IVA, alive, 318 days	3932.3
TCGA-CV-A45O-01A	57 years, male, white, stage:'--, alive, 851 days	3878.5
TCGA-CV-6960-01A	49 years, male, black or african american, stage:Stage III, dead, 862 days	3805.4
TCGA-CR-7374-01A	67 years, female, white, stage:'--, alive, 30 days	3748.9
TCGA-MZ-A6I9-01A	68 years, male, white, stage:'--, dead, 489 days	3725.8
TCGA-CN-4733-01A	61 years, male, white, stage:Stage III, alive, 1586 days	3703.8
TCGA-CV-6441-01A	60 years, male, white, stage:Stage III, dead, 292 days	3679.0
TCGA-CN-A641-01A	47 years, male, white, stage:Stage IVA, alive, 367 days	3598.0
TCGA-CN-A49A-01A	60 years, male, white, stage:Stage IVB, dead, 526 days	3579.7
TCGA-MT-A67D-01A	55 years, male, white, stage:Stage II, alive, 56 days	3461.9
TCGA-BB-8596-01A	69 years, female, white, stage:Stage IVA, alive, 2161 days	3457.9
TCGA-BA-6871-01A	75 years, male, white, stage:'--, dead, 108 days	3382.2
TCGA-CV-A6JM-01A	85 years, male, white, stage:'--, dead, 194 days	3358.4
TCGA-CV-7250-01A	64 years, male, white, stage:Stage IVA, dead, 2900 days	3278.6
TCGA-BA-4075-01A	49 years, male, black or african american, stage:Stage III, dead, 283 days	3145.8
TCGA-CV-7406-01A	49 years, male, white, stage:Stage II, dead, 1748 days	3086.2
TCGA-CN-A642-01A	57 years, male, white, stage:Stage IVB, dead, 82 days	3065.1
TCGA-MZ-A7D7-01A	51 years, male, white, stage:Stage IVA, alive, 547 days	3031.6
TCGA-D6-A6EM-01A	65 years, female, white, stage:Stage III, alive, 232 days	3010.8
TCGA-P3-A6SW-01A	50 years, male, white, stage:Stage IVB, alive, 1120 days	2992.3
TCGA-MZ-A5BI-01A	53 years, male, white, stage:'--, dead, 217 days	2988.5
TCGA-CN-A63T-01A	60 years, male, white, stage:Stage IVA, alive, 225 days	2944.2
TCGA-CQ-7072-01A	51 years, male, white, stage:Stage II, alive, 2359 days	2916.0
TCGA-CV-7424-01A	67 years, male, asian, stage:Stage IVA, dead, 453 days	2866.9
TCGA-CN-4728-01A	56 years, male, white, stage:Stage IVA, alive, 1724 days	2823.8
TCGA-CQ-6225-01A	65 years, male, white, stage:Stage III, dead, 403 days	2820.9
TCGA-CV-7248-01A	63 years, female, black or african american, stage:Stage IVA, dead, 521 days	2750.0
TCGA-CR-7382-01A	49 years, male, white, stage:Stage IVA, alive, 796 days	2714.2
TCGA-QK-A8Z7-01A	59 years, male, black or african american, stage:Stage IVA, alive, 392 days	2702.2
TCGA-D6-A6EN-01A	71 years, male, white, stage:Stage III, alive, 687 days	2596.1
TCGA-UF-A7JS-01A	59 years, male, white, stage:Stage IVA, dead, 680 days	2472.6
TCGA-CN-A497-01A	63 years, male, stage:Stage III, alive, 1065 days	2424.1
TCGA-BA-A4IH-01A	57 years, male, white, stage:'--, alive, 622 days	2402.3
TCGA-CN-6023-01A	73 years, male, white, stage:Stage IVA, alive, 1584 days	2348.4
TCGA-HD-8314-01A	58 years, male, white, stage:Stage III, alive, 670 days	2308.3
TCGA-CX-A4AQ-01A	56 years, male, white, stage:Stage IVA, alive, 1555 days	2305.7
TCGA-D6-A6ES-01A	50 years, male, white, stage:Stage IVA, alive, 389 days	2207.3
TCGA-CN-6019-01A	61 years, male, white, stage:Stage IVA, alive, 1038 days	2000.7
TCGA-CV-A6JU-01A	61 years, female, white, stage:Stage IVB, alive, 110 days	1969.1
TCGA-CV-7254-01A	55 years, male, white, stage:Stage II, dead, 1459 days	1957.0
TCGA-P3-A5QA-01A	41 years, male, stage:Stage I, alive, 2182 days	1857.8
TCGA-D6-6827-01A	55 years, female, white, stage:Stage I, alive, 568 days	1738.3
TCGA-CN-6022-01A	49 years, male, white, stage:Stage IVA, dead, 281 days	1656.0
TCGA-BA-4074-01A	69 years, male, white, stage:Stage IVA, dead, 462 days	1652.7
TCGA-CR-6482-01A	62 years, male, black or african american, stage:'--, alive, 345 days	1539.9
TCGA-CV-6936-01A	68 years, male, white, stage:Stage IVA, dead, 166 days	1496.8
TCGA-BA-A6D8-01A	59 years, male, black or african american, stage:Stage IVA, alive, 850 days	1463.3
TCGA-CV-A45W-01A	75 years, male, white, stage:Stage II, dead, 1398 days	1190.5
TCGA-CV-7429-01A	55 years, male, white, stage:Stage IVA, dead, 107 days	968.7
TCGA-BA-7269-01A	61 years, male, white, stage:Stage III, alive, 1273 days	900.6
TCGA-UF-A7JD-01A	71 years, male, stage:Stage IVA, dead, 739 days	887.4
TCGA-KU-A66S-01A	69 years, female, white, stage:Stage III, dead, 406 days	787.9
TCGA-QK-AA3K-01A	60 years, male, black or african american, stage:Stage IVA, alive, 253 days	765.6
TCGA-IQ-7631-01A	60 years, female, white, stage:Stage II, alive, 1172 days	754.1
TCGA-CV-5971-01A	60 years, male, white, stage:Stage IVA, alive, 701 days	616.3
TCGA-D6-A6EP-01A	62 years, male, white, stage:Stage III, alive, 424 days	357.0
TCGA-MT-A7BN-01A	74 years, male, white, stage:Stage IVA, alive, 469 days	328.2
TCGA-TN-A7HI-01A	56 years, male, white, stage:Stage IVA, alive, 412 days	320.5
TCGA-IQ-A61O-01A	43 years, male, white, stage:Stage IVA, dead, 421 days	222.5
TCGA-CQ-6221-01A	79 years, male, white, stage:'--, alive, 1000 days	14.3
TCGA-HD-A634-01A	56 years, male, white, stage:Stage IVA, dead, 130 days	4.8
TCGA-F7-A624-01A	73 years, male, white, stage:Stage II, alive, 378 days	2.7
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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	1.8
CPT0194960003	Tumor	1.5
CPT0281470002	Normal	1.5
CPT0163740003	Tumor	1.4
CPT0011130005	Tumor	1.3
CPT0177010003	Tumor	1.1
CPT0162990004	Tumor	1.0
CPT0196210003	Tumor	1.0
CPT0244940004	Tumor	1.0
CPT0163720003	Normal	0.9
CPT0169740004	Normal	0.9
CPT0094350004	Tumor	0.9
CPT0241980004	Tumor	0.9
CPT0176770003	Tumor	0.8
CPT0194420003	Tumor	0.8
CPT0163240003	Tumor	0.8
CPT0199700003	Tumor	0.8
CPT0163600003	Tumor	0.8
CPT0248330003	Tumor	0.8
CPT0246670003	Tumor	0.8
CPT0163340003	Tumor	0.7
CPT0088060004	Tumor	0.7
CPT0236620003	Tumor	0.7
CPT0223450003	Tumor	0.6
CPT0246540003	Tumor	0.6
CPT0222360003	Tumor	0.6
CPT0163790003	Tumor	0.5
CPT0220610003	Tumor	0.5
CPT0229220002	Normal	0.5
CPT0245300003	Tumor	0.5
CPT0087820003	Tumor	0.4
CPT0237480004	Tumor	0.4
CPT0008520008	Tumor	0.4
CPT0094490004	Tumor	0.4
CPT0163650003	Tumor	0.4
CPT0226350003	Normal	0.4
CPT0207870004	Tumor	0.3
CPT0184530003	Tumor	0.3
CPT0245550003	Tumor	0.3
CPT0169640003	Tumor	0.3
C3N-00295-05	Normal	0.3
CPT0226340003	Tumor	0.3
CPT0008960003	Normal	0.3
CPT0194800003	Normal	0.3
CPT0095040003	Tumor	0.2
CPT0163410003	Tumor	0.2
CPT0278700002	Normal	0.2
CPT0008630003	Tumor	0.2
CPT0245460003	Normal	0.2
CPT0248520003	Tumor	0.2
C3N-02693-06	Normal	0.2
CPT0087990003	Tumor	0.2
CPT0169890003	Tumor	0.2
CPT0123260003	Tumor	0.2
CPT0226130003	Tumor	0.2
CPT0223460003	Normal	0.2
CPT0237620004	Tumor	0.1
CPT0237640003	Normal	0.1
CPT0163250003	Normal	0.1
CPT0094420004	Tumor	0.1
CPT0163480003	Tumor	0.1
CPT0226090003	Normal	0.1
CPT0011290003	Tumor	0.1
CPT0194250003	Tumor	0.1
CPT0196060003	Normal	0.1
CPT0245010003	Tumor	0.1
CPT0177390003	Tumor	0.1
CPT0235470002	Normal	0.1
CPT0199830003	Normal	0.0
CPT0162940003	Tumor	0.0
CPT0245450003	Tumor	0.0
CPT0235910003	Tumor	0.0
C3N-04275-05	Normal	0.0
CPT0177220003	Normal	0.0
CPT0177200003	Tumor	0.0
CPT0245130003	Tumor	0.0
C3N-00857-05	Normal	-0.1
CPT0222180003	Tumor	-0.1
CPT0235460003	Tumor	-0.1
C3N-04279-05	Normal	-0.1
CPT0245180003	Tumor	-0.1
CPT0088010003	Normal	-0.1
CPT0226390003	Tumor	-0.1
CPT0195860003	Tumor	-0.1
CPT0163800003	Normal	-0.1
CPT0248350003	Normal	-0.2
CPT0127050003	Tumor	-0.2
CPT0245190003	Normal	-0.2
CPT0245020003	Normal	-0.2
CPT0235920003	Normal	-0.2
CPT0094560004	Tumor	-0.2
CPT0162890003	Tumor	-0.2
CPT0226450003	Normal	-0.2
CPT0163610003	Normal	-0.2
CPT0199890003	Normal	-0.2
CPT0201860004	Normal	-0.3
CPT0163020003	Normal	-0.3
CPT0246590003	Tumor	-0.3
CPT0163430003	Normal	-0.3
CPT0236850004	Tumor	-0.3
CPT0245630003	Tumor	-0.3
CPT0245400003	Tumor	-0.3
C3N-01859-04	Normal	-0.3
CPT0011320003	Normal	-0.3
CPT0226270003	Normal	-0.3
CPT0199820003	Tumor	-0.3
CPT0196040003	Tumor	-0.3
CPT0245730003	Tumor	-0.3
CPT0163860003	Normal	-0.4
CPT0177710003	Tumor	-0.4
C3N-01620-05	Normal	-0.4
CPT0236870003	Normal	-0.4
CPT0194260003	Normal	-0.4
CPT0226440003	Tumor	-0.4
CPT0123180003	Tumor	-0.4
CPT0256560003	Tumor	-0.4
CPT0226400003	Normal	-0.4
C3N-01758-04	Normal	-0.4
CPT0088080003	Normal	-0.4
CPT0245410003	Normal	-0.4
CPT0245060004	Tumor	-0.5
CPT0163170003	Normal	-0.5
CPT0195700003	Normal	-0.5
CPT0201830004	Tumor	-0.5
CPT0094580003	Normal	-0.5
CPT0237150003	Normal	-0.5
CPT0237130004	Tumor	-0.5
CPT0199710003	Normal	-0.5
CPT0088410003	Tumor	-0.5
CPT0013000004	Tumor	-0.5
CPT0199880003	Tumor	-0.5
CPT0084650004	Normal	-0.6
CPT0245560003	Normal	-0.6
CPT0163490003	Normal	-0.6
C3N-04276-06	Normal	-0.6
CPT0220620003	Normal	-0.6
CPT0237500003	Normal	-0.6
CPT0013210004	Tumor	-0.6
CPT0123190003	Normal	-0.6
CPT0094280004	Tumor	-0.6
CPT0242000004	Normal	-0.6
CPT0223970003	Tumor	-0.7
CPT0088430003	Normal	-0.7
CPT0222200003	Normal	-0.7
CPT0024810003	Tumor	-0.8
CPT0236640003	Normal	-0.8
CPT0013250003	Normal	-0.8
CPT0190860003	Normal	-0.8
CPT0226030003	Tumor	-0.8
CPT0245500003	Tumor	-0.9
CPT0195880003	Normal	-0.9
CPT0008930003	Tumor	-0.9
CPT0250310003	Tumor	-0.9
CPT0243090003	Tumor	-1.0
CPT0013130003	Tumor	-1.0
CPT0226250004	Tumor	-1.0
CPT0243140004	Normal	-1.0
CPT0245140003	Normal	-1.1
CPT0246620003	Tumor	-1.1
CPT0195680003	Tumor	-1.1
CPT0163530003	Tumor	-1.2
CPT0013430003	Tumor	-1.2
CPT0013460003	Normal	-1.2
CPT0245680003	Tumor	-1.2
CPT0163160003	Tumor	-1.2
CPT0013030003	Normal	-1.3
CPT0245230004	Tumor	-1.3
CPT0123280003	Normal	-1.3
CPT0169730003	Tumor	-1.3
CPT0084630009	Tumor	-1.3
CPT0163910003	Tumor	-1.4
CPT0194790003	Tumor	-1.5
CPT0244890004	Tumor	-1.5
CPT0163090003	Tumor	-1.5
CPT0163840003	Tumor	-1.5
CPT0261520003	Tumor	-1.7
CPT0169920003	Normal	-1.7
CPT0190850003	Tumor	-2.1
CPT0245350003	Tumor	-2.4
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 HPA059479	Antibody CAB000027	Antibody CAB000129	Antibody CAB080101
Staining
High
Medium
Low
Not detected
Intensity
Strong
Moderate
Weak
Negative
Quantity
>75%
75%-25%
<25%
None
Location
Nuclear
Cytoplasmic/membranous
Cytoplasmic/membranous,nuclear
None
Squamous cell carcinoma, NOS
Adenocarcinoma, NOS
Squamous cell carcinoma, NOS Squamous cell carcinoma, metastatic, NOS