Expression of S100A2 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

S100A2 is not prognostic in Head and Neck Squamous Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 7565.03

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

6939.4

Number of samples

492

Samples

Sample	Description	pTPM
TCGA-HD-A6I0-01A	56 years, male, white, stage:Stage IVA, alive, 210 days	38113.5
TCGA-CV-A45Q-01A	69 years, female, white, stage:'--, dead, 5152 days	31439.8
TCGA-IQ-A61G-01A	57 years, male, white, stage:Stage IVA, alive, 360 days	30427.8
TCGA-D6-A6EN-01A	71 years, male, white, stage:Stage III, alive, 687 days	29832.5
TCGA-CV-A6K1-01A	65 years, male, white, stage:Stage IVA, alive, 685 days	24304.0
TCGA-UF-A7JV-01A	62 years, female, white, stage:Stage IVA, dead, 90 days	23156.0
TCGA-CV-A6JT-01A	65 years, male, white, stage:Stage II, alive, 852 days	23061.6
TCGA-F7-A622-01A	75 years, male, white, stage:Stage III, dead, 359 days	23056.3
TCGA-BA-A6DA-01A	41 years, female, white, stage:Stage IVA, alive, 351 days	21753.2
TCGA-CV-A6JN-01A	53 years, male, white, stage:'--, alive, 906 days	21705.3
TCGA-QK-A6IJ-01A	71 years, male, white, stage:Stage III, alive, 387 days	21582.4
TCGA-D6-A6EM-01A	65 years, female, white, stage:Stage III, alive, 232 days	21414.7
TCGA-P3-A6T0-01A	47 years, female, white, stage:Stage IVA, alive, 578 days	20445.8
TCGA-HD-A633-01A	74 years, male, white, stage:Stage IVA, alive, 421 days	19992.6
TCGA-CN-4727-01A	56 years, male, white, stage:Stage IVA, alive, 1560 days	19782.5
TCGA-BA-4074-01A	69 years, male, white, stage:Stage IVA, dead, 462 days	19723.3
TCGA-T2-A6WX-01A	73 years, female, white, stage:'--, dead, 209 days	19359.5
TCGA-MZ-A7D7-01A	51 years, male, white, stage:Stage IVA, alive, 547 days	18776.1
TCGA-P3-A6T2-01A	45 years, male, white, stage:Stage IVA, alive, 2298 days	18616.7
TCGA-T2-A6WZ-01A	53 years, male, white, stage:'--, dead, 484 days	18074.9
TCGA-CN-A63V-01A	59 years, male, white, stage:Stage IVA, alive, 679 days	18072.3
TCGA-BB-A6UO-01A	61 years, female, white, stage:Stage IVA, dead, 268 days	17956.4
TCGA-CV-A6JM-01A	85 years, male, white, stage:'--, dead, 194 days	17627.9
TCGA-HL-7533-01A	65 years, male, white, stage:'--, alive, 1057 days	17467.5
TCGA-CQ-A4CB-01A	59 years, male, stage:Stage III, alive, 893 days	17446.1
TCGA-D6-A6EQ-01A	57 years, male, white, stage:Stage IVA, alive, 368 days	17423.6
TCGA-BA-7269-01A	61 years, male, white, stage:Stage III, alive, 1273 days	17393.3
TCGA-BB-A5HU-01A	47 years, male, white, stage:Stage IVA, alive, 782 days	17180.5
TCGA-CV-A6JE-01A	78 years, male, white, stage:'--, alive, 1075 days	16622.9
TCGA-TN-A7HJ-01A	51 years, male, white, stage:Stage IVA, alive, 403 days	16497.4
TCGA-CV-6938-01A	87 years, male, white, stage:Stage II, dead, 144 days	16435.9
TCGA-D6-A6EK-01A	67 years, male, white, stage:Stage III, alive, 875 days	16408.7
TCGA-QK-A6IH-01A	65 years, female, white, stage:Stage IVB, alive, 653 days	16281.4
TCGA-IQ-A61E-01A	55 years, female, white, stage:Stage III, alive, 1147 days	16066.8
TCGA-D6-A6ES-01A	50 years, male, white, stage:Stage IVA, alive, 389 days	15991.7
TCGA-BA-A6DL-01A	59 years, male, white, stage:'--, alive, 623 days	15776.2
TCGA-CQ-A4CD-01A	69 years, male, white, stage:Stage IVA, alive, 1022 days	15748.7
TCGA-UF-A7JT-01A	72 years, female, white, stage:Stage IVA, dead, 993 days	15520.0
TCGA-BA-A6DJ-01A	62 years, male, asian, stage:Stage IVA, dead, 407 days	15493.2
TCGA-CN-4734-01A	70 years, male, white, stage:Stage II, alive, 1690 days	15251.0
TCGA-BB-8601-01A	84 years, male, black or african american, stage:Stage III, alive, 624 days	15248.2
TCGA-BA-A6DI-01A	62 years, male, black or african american, stage:'--, dead, 336 days	15106.7
TCGA-CV-5976-01A	50 years, male, white, stage:Stage IVA, alive, 1478 days	15056.1
TCGA-P3-A5Q6-01A	49 years, male, white, stage:Stage IVA, dead, 480 days	15029.2
TCGA-CQ-5324-01A	59 years, male, white, stage:Stage III, alive, 1593 days	14791.1
TCGA-CN-A642-01A	57 years, male, white, stage:Stage IVB, dead, 82 days	14616.7
TCGA-HD-7753-01A	62 years, male, black or african american, stage:Stage I, alive, 866 days	14492.0
TCGA-CV-7432-01A	79 years, male, white, stage:Stage II, dead, 2570 days	14481.4
TCGA-H7-8501-01A	54 years, male, white, stage:Stage IVA, alive, 461 days	14412.5
TCGA-F7-A50J-01A	67 years, female, white, stage:Stage III, alive, 947 days	14167.3
TCGA-CV-6436-01A	62 years, male, white, stage:Stage IVA, alive, 1899 days	14062.7
TCGA-MT-A67F-01A	60 years, female, white, stage:Stage IVA, alive, 384 days	13983.3
TCGA-CR-6491-01A	60 years, male, black or african american, stage:Stage IVA, alive, 693 days	13908.6
TCGA-MT-A51W-01A	52 years, female, white, stage:Stage I, alive, 437 days	13721.6
TCGA-P3-A6T8-01A	54 years, male, white, stage:Stage IVA, alive, 400 days	13708.4
TCGA-F7-A50I-01A	72 years, male, white, stage:Stage IVA, alive, 92 days	13592.4
TCGA-UF-A71D-01A	54 years, female, white, stage:Stage IVA, alive, 1461 days	13457.1
TCGA-P3-A6T3-01A	49 years, male, white, stage:Stage IVA, dead, 577 days	13456.4
TCGA-CV-7102-01A	76 years, female, white, stage:Stage IVA, dead, 56 days	13301.8
TCGA-BA-6869-01A	62 years, male, white, stage:Stage III, alive, 644 days	12954.9
TCGA-BA-6872-01A	47 years, male, white, stage:'--, dead, 384 days	12750.8
TCGA-CV-7423-01A	65 years, male, white, stage:Stage II, dead, 3059 days	12571.1
TCGA-CV-6936-01A	68 years, male, white, stage:Stage IVA, dead, 166 days	12563.3
TCGA-HD-7229-01A	60 years, male, white, stage:Stage IVA, alive, 1027 days	12181.6
TCGA-CN-5369-01A	90 years, female, white, stage:Stage IVA, dead, 1 days	12052.8
TCGA-CV-7252-01A	62 years, female, black or african american, stage:Stage IVA, dead, 151 days	11894.6
TCGA-D6-A74Q-01A	67 years, male, white, stage:Stage IVA, alive, 710 days	11724.2
TCGA-QK-A6II-01A	52 years, male, white, stage:Stage IVA, dead, 284 days	11671.0
TCGA-CV-7089-01A	74 years, male, white, stage:Stage IVA, dead, 1972 days	11603.4
TCGA-CR-6493-01A	69 years, male, black or african american, stage:Stage IVA, dead, 282 days	11560.9
TCGA-H7-A6C4-01A	35 years, female, white, stage:Stage IVA, dead, 414 days	11555.6
TCGA-CQ-5327-01A	61 years, female, asian, stage:Stage IVA, alive, 1660 days	11540.9
TCGA-CQ-7063-01A	59 years, female, white, stage:Stage I, alive, 2133 days	11530.9
TCGA-CN-5356-01A	56 years, male, white, stage:Stage III, alive, 1409 days	11402.1
TCGA-CR-7395-01A	80 years, female, white, stage:Stage II, alive, 930 days	11357.3
TCGA-BA-6873-01A	28 years, male, white, stage:Stage IVA, alive, 122 days	11299.8
TCGA-CQ-A4C6-01A	63 years, male, asian, stage:Stage II, alive, 1353 days	11025.5
TCGA-CV-7253-01A	58 years, male, black or african american, stage:Stage IVA, dead, 361 days	11021.2
TCGA-CV-6945-01A	41 years, male, white, stage:Stage IVA, dead, 366 days	11018.5
TCGA-F7-A61V-01A	54 years, male, white, stage:Stage II, alive, 759 days	11014.7
TCGA-BA-A6DD-01A	44 years, male, black or african american, stage:Stage IVA, dead, 173 days	10970.3
TCGA-CN-A63W-01A	48 years, female, white, stage:Stage IVA, dead, 377 days	10779.1
TCGA-CN-A499-01A	60 years, female, white, stage:Stage II, alive, 717 days	10721.3
TCGA-T3-A92N-01A	79 years, male, black or african american, stage:Stage IVA, dead, 95 days	10667.7
TCGA-CV-A6JU-01A	61 years, female, white, stage:Stage IVB, alive, 110 days	10650.3
TCGA-BA-A4IG-01A	77 years, male, white, stage:'--, alive, 855 days	10624.0
TCGA-CV-A6JD-01A	82 years, female, white, stage:'--, dead, 182 days	10620.8
TCGA-QK-A64Z-01A	79 years, female, white, stage:Stage IVA, dead, 641 days	10560.4
TCGA-HD-8634-01A	51 years, female, white, stage:Stage I, dead, 385 days	10543.9
TCGA-CN-5365-01A	38 years, male, white, stage:Stage IVB, dead, 351 days	10489.7
TCGA-CV-5979-01A	26 years, male, white, stage:Stage IVA, alive, 1315 days	10400.1
TCGA-IQ-A6SG-01A	61 years, female, white, stage:Stage III, alive, 579 days	10283.1
TCGA-DQ-7588-01A	66 years, male, white, stage:'--, dead, 427 days	10218.6
TCGA-T2-A6X2-01A	82 years, male, white, stage:Stage III, alive, 987 days	10199.8
TCGA-BA-A6D8-01A	59 years, male, black or african american, stage:Stage IVA, alive, 850 days	10181.6
TCGA-CN-6998-01A	53 years, male, white, stage:Stage IVA, dead, 357 days	10101.7
TCGA-CV-7247-01A	55 years, male, white, stage:Stage III, dead, 577 days	10078.2
TCGA-P3-A5QF-01A	49 years, male, white, stage:Stage IVA, dead, 330 days	10034.7
TCGA-BA-4075-01A	49 years, male, black or african american, stage:Stage III, dead, 283 days	9973.5
TCGA-F7-8489-01A	48 years, male, white, stage:Stage II, alive, 658 days	9944.5
TCGA-F7-A61S-01A	62 years, male, white, stage:Stage III, alive, 576 days	9920.8
TCGA-CV-7245-01A	62 years, male, white, stage:Stage IVA, alive, 797 days	9903.3
TCGA-CQ-7069-01A	77 years, female, white, stage:Stage II, alive, 1274 days	9892.7
TCGA-CN-5374-01A	56 years, female, white, stage:Stage IVA, dead, 1732 days	9846.6
TCGA-CR-6492-01A	78 years, male, white, stage:Stage III, alive, 479 days	9803.5
TCGA-F7-A61W-01A	51 years, male, asian, stage:Stage IVA, alive, 14 days	9721.8
TCGA-D6-6517-01A	59 years, male, white, stage:Stage III, alive, 292 days	9699.0
TCGA-CV-7236-01A	77 years, female, white, stage:Stage IVA, dead, 144 days	9674.9
TCGA-BA-4076-01A	39 years, male, white, stage:'--, dead, 415 days	9647.7
TCGA-BB-A6UM-01A	52 years, male, white, stage:Stage III, alive, 393 days	9643.9
TCGA-P3-A6T7-01A	55 years, male, white, stage:Stage IVA, dead, 487 days	9638.4
TCGA-CV-A6K2-01A	79 years, male, white, stage:Stage IVA, dead, 317 days	9596.2
TCGA-UF-A71E-01A	63 years, male, white, stage:Stage IVA, dead, 1504 days	9562.2
TCGA-IQ-A6SH-01A	55 years, male, black or african american, stage:Stage III, alive, 471 days	9496.3
TCGA-CV-7434-01A	64 years, male, white, stage:Stage IVA, dead, 218 days	9477.7
TCGA-CR-7373-01A	66 years, male, white, stage:Stage IVA, alive, 889 days	9418.7
TCGA-CV-5432-01A	68 years, male, white, stage:Stage III, alive, 3930 days	9406.2
TCGA-CR-5247-01A	48 years, male, black or african american, stage:'--, alive, 358 days	9279.6
TCGA-BA-A6DG-01A	49 years, male, white, stage:'--, dead, 69 days	9257.3
TCGA-CV-7090-01A	39 years, male, white, stage:Stage II, alive, 5252 days	9196.3
TCGA-UF-A718-01A	62 years, male, white, stage:Stage IVA, alive, 1971 days	9061.9
TCGA-CQ-7068-01A	80 years, female, white, stage:Stage II, alive, 1309 days	9048.7
TCGA-CV-5977-01A	66 years, male, white, stage:Stage IVA, alive, 1840 days	9025.8
TCGA-UF-A7JS-01A	59 years, male, white, stage:Stage IVA, dead, 680 days	8852.5
TCGA-CV-6942-01A	73 years, female, white, stage:Stage II, alive, 4282 days	8839.9
TCGA-CV-7183-01A	53 years, male, white, stage:Stage II, alive, 3981 days	8766.1
TCGA-UF-A7J9-01A	75 years, male, white, stage:Stage IVA, alive, 1358 days	8710.6
TCGA-CV-6960-01A	49 years, male, black or african american, stage:Stage III, dead, 862 days	8706.0
TCGA-CV-7180-01A	34 years, male, white, stage:Stage II, dead, 327 days	8699.0
TCGA-CQ-7071-01A	76 years, female, white, stage:Stage III, alive, 1311 days	8645.0
TCGA-F7-8298-01A	58 years, male, white, stage:Stage I, alive, 995 days	8637.4
TCGA-CQ-7065-01A	40 years, male, asian, stage:Stage II, alive, 1628 days	8636.6
TCGA-BA-5151-01A	72 years, male, white, stage:Stage IVA, alive, 722 days	8614.1
TCGA-CQ-5334-01A	87 years, male, white, stage:Stage IVA, dead, 129 days	8609.8
TCGA-CR-7369-01A	59 years, male, white, stage:Stage IVA, dead, 1090 days	8602.3
TCGA-CV-6940-01A	80 years, female, white, stage:Stage III, dead, 804 days	8591.9
TCGA-H7-8502-01A	50 years, male, white, stage:Stage IVA, alive, 458 days	8578.2
TCGA-D6-6823-01A	50 years, male, white, stage:Stage II, alive, 701 days	8543.3
TCGA-BA-A6DE-01A	70 years, female, white, stage:Stage II, alive, 440 days	8524.8
TCGA-QK-A8ZA-01A	60 years, male, black or african american, stage:'--, dead, 371 days	8508.1
TCGA-CV-6003-01A	50 years, female, white, stage:Stage III, alive, 1665 days	8354.5
TCGA-CV-7091-01A	54 years, male, white, stage:Stage I, alive, 3381 days	8345.1
TCGA-KU-A6H7-01A	55 years, female, white, stage:Stage IVA, alive, 586 days	8308.3
TCGA-CN-4730-01A	62 years, male, white, stage:Stage IVA, alive, 817 days	8263.7
TCGA-CV-7255-01A	32 years, female, white, stage:Stage IVA, dead, 64 days	8250.9
TCGA-P3-A6T5-01A	79 years, female, white, stage:Stage IVA, dead, 882 days	8247.8
TCGA-UF-A7JF-01A	80 years, male, white, stage:Stage IVA, alive, 1686 days	8241.8
TCGA-CR-7390-01A	67 years, male, white, stage:Stage IVA, alive, 1508 days	8226.5
TCGA-CN-A63T-01A	60 years, male, white, stage:Stage IVA, alive, 225 days	8187.2
TCGA-CQ-5326-01A	67 years, male, white, stage:Stage IVA, dead, 89 days	8121.8
TCGA-QK-A6IG-01A	69 years, male, white, stage:Stage III, dead, 222 days	8089.4
TCGA-CV-6953-01A	80 years, female, white, stage:Stage III, dead, 1641 days	8047.3
TCGA-F7-A620-01A	47 years, male, white, stage:Stage III, alive, 543 days	8042.1
TCGA-D6-A4Z9-01A	59 years, male, white, stage:Stage IVA, alive, 539 days	7990.1
TCGA-BA-5555-01A	54 years, male, black or african american, stage:Stage IVA, alive, 520 days	7979.9
TCGA-CV-7100-01A	66 years, male, white, stage:Stage III, dead, 274 days	7979.1
TCGA-CV-5442-01A	76 years, female, white, stage:Stage IVA, alive, 2327 days	7977.6
TCGA-CQ-5331-01A	73 years, female, white, stage:'--, alive, 1399 days	7963.5
TCGA-CV-7427-01A	73 years, female, white, stage:Stage II, dead, 4760 days	7917.7
TCGA-UF-A71B-01A	50 years, male, white, stage:Stage IVA, alive, 1506 days	7854.8
TCGA-CR-6474-01A	51 years, male, white, stage:Stage IVA, dead, 564 days	7848.9
TCGA-CN-4725-01A	60 years, male, white, stage:Stage II, alive, 1157 days	7626.8
TCGA-BA-A4II-01A	46 years, male, white, stage:Stage II, alive, 918 days	7587.1
TCGA-IQ-7632-01A	68 years, female, white, stage:Stage IVA, alive, 441 days	7585.2
TCGA-IQ-A61J-01A	54 years, male, white, stage:Stage IVA, alive, 1021 days	7565.0
TCGA-CQ-A4CH-01A	58 years, male, asian, stage:Stage II, dead, 379 days	7527.0
TCGA-CV-6950-01A	64 years, male, white, stage:Stage IVA, dead, 459 days	7472.0
TCGA-CQ-5333-01A	74 years, male, white, stage:Stage II, dead, 341 days	7447.9
TCGA-BA-A6DB-01A	24 years, female, white, stage:Stage I, alive, 216 days	7423.0
TCGA-CV-7435-01A	57 years, female, white, stage:Stage IVA, dead, 4680 days	7404.9
TCGA-CN-A498-01A	61 years, female, white, stage:Stage III, dead, 773 days	7396.6
TCGA-P3-A6SX-01A	67 years, male, white, stage:Stage III, dead, 1430 days	7393.8
TCGA-CV-7099-01A	85 years, female, white, stage:Stage II, dead, 243 days	7359.5
TCGA-CN-5364-01A	55 years, male, white, stage:Stage IVA, dead, 493 days	7348.0
TCGA-D6-8568-01A	62 years, male, white, stage:Stage II, alive, 759 days	7340.3
TCGA-CN-5367-01A	60 years, female, white, stage:Stage IVA, dead, 352 days	7333.7
TCGA-HD-7832-01A	52 years, male, white, stage:Stage IVA, alive, 836 days	7252.1
TCGA-CV-7250-01A	64 years, male, white, stage:Stage IVA, dead, 2900 days	7202.7
TCGA-CV-6952-01A	65 years, female, white, stage:Stage IVA, dead, 185 days	7200.3
TCGA-CV-6933-01A	53 years, male, white, stage:Stage III, dead, 2741 days	7188.4
TCGA-CV-5966-01A	63 years, female, white, stage:Stage IVA, dead, 545 days	7160.5
TCGA-C9-A480-01A	45 years, female, asian, stage:Stage III, alive, 386 days	7156.8
TCGA-CN-5361-01A	80 years, male, white, stage:Stage IVA, dead, 2120 days	7042.3
TCGA-BA-A8YP-01A	50 years, male, black or african american, stage:Stage IVB, alive, 499 days	7041.0
TCGA-CV-A45Y-01A	61 years, male, american indian or alaska native, stage:Stage IVA, dead, 2703 days	7032.7
TCGA-CR-6473-01A	68 years, male, white, stage:'--, alive, 1125 days	6963.5
TCGA-CX-7086-01A	53 years, male, black or african american, stage:Stage III, alive, 573 days	6962.5
TCGA-BA-5556-01A	58 years, female, white, stage:Stage II, alive, 725 days	6958.9
TCGA-CR-7382-01A	49 years, male, white, stage:Stage IVA, alive, 796 days	6936.3
TCGA-CV-5434-01A	60 years, male, black or african american, stage:Stage IVA, dead, 3314 days	6931.5
TCGA-CN-5355-01A	64 years, male, black or african american, stage:Stage IVA, alive, 1278 days	6901.5
TCGA-HD-A4C1-01A	41 years, female, black or african american, stage:Stage IVA, alive, 11 days	6890.3
TCGA-CX-7082-01A	82 years, male, white, stage:Stage IVA, dead, 11 days	6878.7
TCGA-CV-A45P-01A	82 years, female, white, stage:Stage I, alive, 639 days	6809.5
TCGA-DQ-5631-01A	52 years, male, white, stage:'--, dead, 548 days	6764.2
TCGA-CR-7397-01A	44 years, male, white, stage:Stage IVA, alive, 754 days	6724.8
TCGA-CV-A461-01A	65 years, male, white, stage:'--, dead, 2064 days	6705.4
TCGA-BB-8596-01A	69 years, female, white, stage:Stage IVA, alive, 2161 days	6700.5
TCGA-DQ-5629-01A	64 years, male, white, stage:'--, dead, 941 days	6669.3
TCGA-DQ-5630-01A	73 years, male, white, stage:'--, alive, 1030 days	6612.8
TCGA-CR-7383-01A	79 years, female, white, stage:Stage I, dead, 521 days	6612.6
TCGA-CQ-6229-01A	61 years, male, white, stage:Stage II, alive, 1179 days	6590.2
TCGA-CQ-6220-01A	69 years, male, white, stage:Stage III, dead, 985 days	6590.2
TCGA-MT-A67D-01A	55 years, male, white, stage:Stage II, alive, 56 days	6583.4
TCGA-TN-A7HL-01A	59 years, male, white, stage:Stage IVA, alive, 619 days	6565.0
TCGA-CV-6961-01A	61 years, male, white, stage:Stage II, dead, 76 days	6537.8
TCGA-CV-A45T-01A	64 years, female, white, stage:'--, dead, 4856 days	6533.6
TCGA-CV-7261-01A	57 years, male, white, stage:Stage IVA, alive, 1512 days	6515.7
TCGA-IQ-7630-01A	49 years, male, white, stage:Stage II, alive, 485 days	6500.8
TCGA-CN-4738-01A	53 years, male, white, stage:Stage IVA, dead, 436 days	6499.7
TCGA-CN-6011-01A	57 years, male, white, stage:Stage IVA, alive, 933 days	6497.1
TCGA-CV-6959-01A	48 years, male, white, stage:Stage III, dead, 256 days	6462.1
TCGA-CV-6951-01A	57 years, male, white, stage:Stage IVA, dead, 915 days	6421.2
TCGA-MT-A67A-01A	85 years, female, white, stage:Stage I, alive, 914 days	6399.5
TCGA-CR-6477-01A	56 years, female, white, stage:'--, alive, 514 days	6374.5
TCGA-DQ-5624-01A	43 years, female, white, stage:'--, alive, 1778 days	6373.8
TCGA-CV-7095-01A	87 years, female, stage:Stage II, dead, 572 days	6290.0
TCGA-P3-A5QA-01A	41 years, male, stage:Stage I, alive, 2182 days	6229.3
TCGA-CN-4722-01A	61 years, female, white, stage:Stage II, alive, 1483 days	6219.3
TCGA-D6-A6EO-01A	44 years, male, white, stage:Stage IVA, alive, 759 days	6218.3
TCGA-CN-A49C-01A	67 years, male, white, stage:'--, alive, 645 days	6175.6
TCGA-MT-A51X-01A	30 years, male, white, stage:Stage IVA, alive, 242 days	6172.9
TCGA-CQ-6227-01A	77 years, male, white, stage:Stage IVA, dead, 129 days	6171.2
TCGA-CN-6013-01A	56 years, male, white, stage:Stage IVA, dead, 727 days	6149.4
TCGA-CV-A468-01A	42 years, male, stage:Stage IVA, dead, 464 days	6114.6
TCGA-F7-A623-01A	70 years, male, white, stage:Stage IVA, alive, 616 days	6090.8
TCGA-CV-5435-01A	57 years, male, white, stage:Stage IVA, dead, 2319 days	6057.6
TCGA-WA-A7H4-01A	69 years, male, white, stage:Stage II, alive, 443 days	6038.3
TCGA-CN-5366-01A	51 years, male, white, stage:Stage IVA, dead, 360 days	5994.9
TCGA-CN-A641-01A	47 years, male, white, stage:Stage IVA, alive, 367 days	5966.9
TCGA-CV-5441-01A	58 years, male, white, stage:Stage IVA, alive, 2886 days	5959.5
TCGA-P3-A6T6-01A	53 years, male, white, stage:Stage IVA, dead, 395 days	5941.6
TCGA-P3-A6T4-01A	54 years, male, white, stage:Stage IVA, dead, 62 days	5936.6
TCGA-HD-A6HZ-01A	79 years, female, white, stage:Stage III, alive, 111 days	5929.1
TCGA-CR-7385-01A	42 years, male, white, stage:'--, alive, 997 days	5925.8
TCGA-RS-A6TP-01A	58 years, male, white, stage:Stage II, alive, 516 days	5900.5
TCGA-CQ-5330-01A	69 years, female, white, stage:Stage IVA, alive, 1897 days	5883.6
TCGA-MZ-A6I9-01A	68 years, male, white, stage:'--, dead, 489 days	5879.8
TCGA-CQ-A4CG-01A	78 years, female, white, stage:Stage III, dead, 430 days	5869.4
TCGA-UF-A7JH-01A	59 years, male, black or african american, stage:Stage IVA, alive, 896 days	5869.3
TCGA-CV-7438-01A	87 years, female, white, stage:Stage I, dead, 194 days	5853.2
TCGA-CR-7380-01A	58 years, male, white, stage:Stage IVB, dead, 606 days	5850.9
TCGA-CV-7101-01A	80 years, male, white, stage:Stage II, dead, 160 days	5841.3
TCGA-CV-5440-01A	52 years, male, white, stage:Stage IVA, alive, 3270 days	5813.9
TCGA-CQ-6219-01A	50 years, female, white, stage:Stage IVA, dead, 479 days	5763.3
TCGA-CN-A6V3-01A	61 years, male, white, stage:Stage IVA, alive, 742 days	5748.6
TCGA-CV-A6JZ-01A	68 years, male, white, stage:Stage II, alive, 714 days	5726.1
TCGA-F7-A50G-01A	66 years, male, white, stage:Stage III, alive, 616 days	5723.6
TCGA-CV-A45U-01A	59 years, male, white, stage:Stage IVA, dead, 1079 days	5718.9
TCGA-CN-4726-01A	68 years, male, white, stage:Stage IVA, dead, 142 days	5695.3
TCGA-CV-A464-01A	48 years, male, white, stage:Stage III, alive, 1722 days	5616.7
TCGA-CV-7178-01A	64 years, female, white, stage:Stage IVA, dead, 2166 days	5592.6
TCGA-CQ-6224-01A	52 years, male, white, stage:Stage IVA, alive, 1721 days	5559.4
TCGA-CV-7425-01A	77 years, female, white, stage:Stage III, dead, 1718 days	5535.5
TCGA-UF-A7JK-01A	59 years, male, stage:Stage IVA, dead, 424 days	5518.5
TCGA-CV-A45V-01A	87 years, female, white, stage:Stage IVA, dead, 32 days	5455.5
TCGA-D6-8569-01A	52 years, male, white, stage:Stage II, alive, 770 days	5442.9
TCGA-HD-8635-01A	61 years, female, white, stage:Stage III, alive, 695 days	5439.1
TCGA-CN-6020-01A	58 years, male, black or african american, stage:Stage III, dead, 205 days	5422.0
TCGA-IQ-A61H-01A	76 years, male, white, stage:Stage II, alive, 1138 days	5394.5
TCGA-CV-7415-01A	60 years, male, white, stage:Stage IVA, dead, 695 days	5370.8
TCGA-BB-A5HZ-01A	65 years, male, white, stage:Stage IVA, alive, 827 days	5360.1
TCGA-BA-5558-01A	65 years, male, white, stage:'--, alive, 1995 days	5354.6
TCGA-CV-5436-01A	65 years, male, stage:Stage IVA, dead, 584 days	5350.4
TCGA-UP-A6WW-01A	58 years, male, white, stage:'--, alive, 518 days	5313.5
TCGA-CQ-5332-01A	87 years, male, white, stage:Stage III, dead, 317 days	5308.4
TCGA-CR-7365-01A	60 years, male, white, stage:Stage IVA, alive, 1191 days	5305.0
TCGA-CQ-5325-01A	65 years, male, white, stage:Stage I, dead, 654 days	5301.1
TCGA-CN-5363-01A	48 years, male, black or african american, stage:Stage IVB, dead, 253 days	5282.4
TCGA-CR-7370-01A	72 years, female, white, stage:'--, alive, 105 days	5259.2
TCGA-CV-A463-01A	82 years, female, white, stage:Stage IVA, dead, 23 days	5247.5
TCGA-CN-A49B-01A	71 years, male, white, stage:Stage III, alive, 904 days	5209.5
TCGA-QK-A6VC-01A	62 years, female, black or african american, stage:Stage IVA, alive, 600 days	5197.0
TCGA-CR-7377-01A	58 years, male, white, stage:Stage IVA, dead, 279 days	5193.2
TCGA-BA-5152-01A	56 years, male, white, stage:Stage IVA, alive, 1288 days	5168.4
TCGA-CV-A465-01A	24 years, male, white, stage:Stage III, dead, 215 days	5145.6
TCGA-CR-7379-01A	78 years, female, white, stage:Stage IVA, alive, 1036 days	5143.5
TCGA-CV-7407-01A	67 years, female, white, stage:Stage II, dead, 1081 days	5141.6
TCGA-C9-A47Z-01A	72 years, female, asian, stage:Stage III, dead, 191 days	5130.7
TCGA-T2-A6X0-01A	49 years, male, white, stage:'--, alive, 216 days	5121.6
TCGA-CR-5249-01A	35 years, female, white, stage:Stage II, alive, 1152 days	5086.0
TCGA-BB-4227-01A	66 years, male, white, stage:Stage IVA, alive, 134 days	5084.4
TCGA-CN-4731-01A	63 years, female, white, stage:Stage IVA, dead, 998 days	4986.4
TCGA-CV-7177-01A	82 years, female, white, stage:Stage II, dead, 663 days	4982.2
TCGA-UF-A7JC-01A	42 years, male, white, stage:Stage IVA, dead, 546 days	4979.2
TCGA-D6-6825-01A	73 years, male, white, stage:Stage I, alive, 491 days	4950.8
TCGA-CQ-6223-01A	69 years, male, white, stage:Stage II, alive, 1428 days	4937.4
TCGA-CQ-6228-01A	71 years, female, white, stage:Stage IVA, dead, 456 days	4912.6
TCGA-UF-A7JO-01A	79 years, female, white, stage:Stage IVA, dead, 631 days	4893.8
TCGA-CV-7413-01A	74 years, female, white, stage:Stage II, dead, 294 days	4876.6
TCGA-CQ-6218-01A	52 years, female, white, stage:Stage IVA, alive, 1253 days	4840.8
TCGA-CV-7428-01A	47 years, male, white, stage:Stage IVA, dead, 1671 days	4831.3
TCGA-CR-6478-01A	66 years, female, white, stage:'--, dead, 183 days	4774.5
TCGA-CQ-5329-01A	46 years, female, white, stage:Stage II, alive, 2143 days	4764.9
TCGA-CV-7238-01A	69 years, female, white, stage:Stage II, alive, 2727 days	4746.4
TCGA-CX-7219-01A	47 years, male, black or african american, stage:Stage IVA, alive, 1045 days	4729.7
TCGA-CV-7235-01A	67 years, male, white, stage:Stage II, alive, 2347 days	4720.1
TCGA-CN-6024-01A	66 years, male, white, stage:Stage IVA, dead, 337 days	4687.3
TCGA-CV-A6JY-01A	69 years, male, white, stage:Stage IVA, alive, 646 days	4655.5
TCGA-CV-7422-01A	60 years, female, white, stage:Stage IVA, dead, 1037 days	4655.3
TCGA-CQ-5323-01A	82 years, male, white, stage:Stage I, alive, 1466 days	4637.0
TCGA-D6-A4ZB-01A	61 years, male, white, stage:Stage III, alive, 376 days	4633.7
TCGA-CQ-A4C9-01A	56 years, male, stage:Stage III, alive, 707 days	4612.1
TCGA-CV-6943-01A	74 years, male, white, stage:Stage III, dead, 602 days	4602.5
TCGA-CQ-A4C7-01A	88 years, male, white, stage:Stage III, dead, 353 days	4583.6
TCGA-CV-A45X-01A	47 years, male, white, stage:Stage IVA, dead, 198 days	4582.2
TCGA-CN-6010-01A	53 years, male, white, stage:Stage IVA, alive, 1523 days	4577.6
TCGA-CV-6941-01A	51 years, male, white, stage:Stage III, dead, 342 days	4567.7
TCGA-UF-A719-01A	54 years, male, stage:Stage II, alive, 1663 days	4562.3
TCGA-CN-5359-01A	59 years, male, white, stage:Stage IVA, dead, 377 days	4560.2
TCGA-CV-7437-01A	77 years, male, stage:Stage II, dead, 506 days	4541.3
TCGA-D6-6826-01A	64 years, female, white, stage:Stage IVA, dead, 348 days	4509.5
TCGA-CV-7429-01A	55 years, male, white, stage:Stage IVA, dead, 107 days	4484.4
TCGA-CN-A49A-01A	60 years, male, white, stage:Stage IVB, dead, 526 days	4436.7
TCGA-CV-7097-01A	53 years, male, white, stage:Stage II, dead, 385 days	4424.8
TCGA-CR-6488-01A	68 years, female, white, stage:Stage II, alive, 379 days	4416.4
TCGA-CV-5970-01A	59 years, male, white, stage:Stage IVA, dead, 406 days	4396.2
TCGA-CQ-A4CI-01A	73 years, male, white, stage:Stage III, alive, 950 days	4353.1
TCGA-CN-4741-01A	75 years, male, white, stage:Stage IVA, alive, 2239 days	4347.8
TCGA-CV-A45R-01A	46 years, male, white, stage:Stage III, alive, 5480 days	4341.9
TCGA-CV-A45Z-01A	75 years, male, white, stage:'--, dead, 1466 days	4334.0
TCGA-CR-7368-01A	54 years, male, white, stage:Stage IVA, alive, 1245 days	4328.5
TCGA-CN-6989-01A	64 years, male, white, stage:Stage IVA, dead, 980 days	4309.4
TCGA-CV-6934-01A	66 years, female, white, stage:Stage IVA, dead, 65 days	4288.6
TCGA-CN-4723-01A	67 years, male, white, stage:Stage IVA, alive, 1699 days	4285.5
TCGA-CV-7411-01A	64 years, female, white, stage:Stage IVA, dead, 2717 days	4270.4
TCGA-CN-A6V7-01A	40 years, male, white, stage:Stage IVA, alive, 594 days	4260.9
TCGA-CV-7242-01A	60 years, female, white, stage:Stage II, alive, 1095 days	4219.6
TCGA-CV-7568-01A	48 years, female, white, stage:Stage IVA, dead, 927 days	4098.3
TCGA-4P-AA8J-01A	66 years, male, black or african american, stage:Stage IVA, alive, 102 days	4074.2
TCGA-QK-A652-01A	60 years, male, white, stage:Stage III, alive, 645 days	4071.3
TCGA-CN-6994-01A	67 years, male, white, stage:Stage IVA, alive, 1183 days	4067.1
TCGA-CN-4739-01A	71 years, male, white, stage:Stage IVA, dead, 1394 days	4066.5
TCGA-CQ-6225-01A	65 years, male, white, stage:Stage III, dead, 403 days	4046.7
TCGA-WA-A7GZ-01A	58 years, male, white, stage:'--, dead, 625 days	4036.5
TCGA-QK-A6V9-01A	56 years, male, white, stage:Stage II, alive, 833 days	3945.9
TCGA-CN-A6V6-01A	59 years, male, white, stage:Stage IVA, alive, 635 days	3931.1
TCGA-P3-A6SW-01A	50 years, male, white, stage:Stage IVB, alive, 1120 days	3894.9
TCGA-CR-7389-01A	55 years, male, black or african american, stage:'--, alive, 392 days	3868.7
TCGA-CN-6022-01A	49 years, male, white, stage:Stage IVA, dead, 281 days	3852.4
TCGA-CV-7433-01A	49 years, male, white, stage:Stage IVA, dead, 601 days	3851.7
TCGA-HD-8224-01A	63 years, male, white, stage:Stage IVA, dead, 446 days	3835.6
TCGA-BA-6870-01A	60 years, female, black or african american, stage:'--, dead, 451 days	3826.9
TCGA-H7-A76A-01A	57 years, male, white, stage:'--, alive, 637 days	3826.9
TCGA-CR-7401-01A	64 years, male, white, stage:Stage I, alive, 1077 days	3780.1
TCGA-QK-A8ZB-01A	68 years, male, black or african american, stage:Stage IVA, alive, 542 days	3769.3
TCGA-F7-7848-01A	47 years, male, white, stage:Stage IVA, alive, 1131 days	3760.6
TCGA-CQ-6222-01A	63 years, male, white, stage:Stage IVA, alive, 2016 days	3726.4
TCGA-CV-7416-01A	29 years, female, white, stage:Stage IVA, dead, 763 days	3722.1
TCGA-CN-6988-01A	47 years, male, white, stage:Stage IVA, alive, 318 days	3710.3
TCGA-CV-5439-01A	62 years, male, white, stage:Stage IVA, dead, 546 days	3708.1
TCGA-BA-5557-01A	41 years, female, stage:Stage III, alive, 623 days	3669.6
TCGA-T3-A92M-01A	52 years, male, black or african american, stage:Stage IVA, alive, 417 days	3636.0
TCGA-CV-7248-01A	63 years, female, black or african american, stage:Stage IVA, dead, 521 days	3630.6
TCGA-QK-AA3J-01A	69 years, male, black or african american, stage:Stage I, alive, 466 days	3599.8
TCGA-CR-6484-01A	67 years, female, asian, stage:Stage IVA, alive, 354 days	3582.8
TCGA-CQ-A4CE-01A	76 years, female, stage:Stage II, alive, 897 days	3573.9
TCGA-QK-A8Z8-01A	60 years, female, black or african american, stage:Stage IVC, dead, 171 days	3570.0
TCGA-IQ-A61I-01A	63 years, male, black or african american, stage:Stage IVA, dead, 2 days	3557.6
TCGA-CR-7402-01A	68 years, male, white, stage:'--, alive, 911 days	3514.0
TCGA-CN-5358-01A	60 years, male, white, stage:Stage II, dead, 261 days	3489.8
TCGA-CQ-7072-01A	51 years, male, white, stage:Stage II, alive, 2359 days	3467.0
TCGA-CV-7410-01A	61 years, male, white, stage:Stage III, dead, 6417 days	3464.2
TCGA-CN-4729-01A	73 years, male, white, stage:Stage III, alive, 392 days	3443.2
TCGA-CR-7372-01A	45 years, male, white, stage:Stage I, alive, 759 days	3436.6
TCGA-CN-6018-01A	85 years, female, white, stage:Stage IVA, dead, 580 days	3415.8
TCGA-D6-6824-01A	61 years, male, white, stage:Stage IVA, alive, 77 days	3403.8
TCGA-CV-5431-01A	73 years, male, white, stage:Stage IVA, dead, 522 days	3400.3
TCGA-CR-6480-01A	53 years, male, white, stage:'--, alive, 362 days	3397.5
TCGA-CR-7391-01A	36 years, female, white, stage:Stage I, alive, 913 days	3365.3
TCGA-CR-7404-01A	53 years, male, white, stage:'--, alive, 1472 days	3345.7
TCGA-RS-A6TO-01A	82 years, female, white, stage:Stage IVA, dead, 387 days	3340.0
TCGA-CN-6995-01A	78 years, male, white, stage:Stage IVA, dead, 112 days	3313.7
TCGA-CV-5978-01A	53 years, female, black or african american, stage:Stage IVB, dead, 215 days	3304.5
TCGA-CN-6997-01A	66 years, male, white, stage:Stage IVA, dead, 988 days	3257.1
TCGA-CN-4742-01A	48 years, female, white, stage:Stage IVA, dead, 397 days	3220.2
TCGA-DQ-7592-01A	57 years, male, american indian or alaska native, stage:'--, alive, 1143 days	3219.0
TCGA-CV-6954-01A	59 years, male, black or african american, stage:Stage IVA, dead, 2002 days	3191.1
TCGA-CN-A497-01A	63 years, male, stage:Stage III, alive, 1065 days	3169.2
TCGA-CR-6481-01A	47 years, male, white, stage:'--, alive, 311 days	3150.7
TCGA-CR-6471-01A	58 years, male, white, stage:Stage IVA, dead, 1202 days	3117.4
TCGA-D6-6516-01A	69 years, male, white, stage:Stage I, alive, 773 days	3091.5
TCGA-CX-7085-01A	77 years, female, white, stage:Stage I, alive, 321 days	3066.9
TCGA-BB-4217-01A	68 years, male, black or african american, stage:Stage IVA, alive, 187 days	3004.7
TCGA-BA-A4IH-01A	57 years, male, white, stage:'--, alive, 622 days	3001.7
TCGA-CR-5250-01A	71 years, male, white, stage:'--, alive, 799 days	2999.9
TCGA-P3-A5QE-01A	49 years, male, white, stage:Stage III, alive, 1559 days	2976.7
TCGA-CV-7440-01A	38 years, male, white, stage:Stage II, dead, 675 days	2976.0
TCGA-CV-7430-01A	56 years, male, white, stage:Stage IVA, dead, 495 days	2958.3
TCGA-CR-7393-01A	26 years, male, white, stage:Stage III, alive, 993 days	2951.8
TCGA-CN-6996-01A	58 years, female, white, stage:Stage IVA, dead, 530 days	2945.1
TCGA-KU-A66T-01A	53 years, female, white, stage:Stage IVA, alive, 552 days	2933.0
TCGA-CV-7263-01A	64 years, male, black or african american, stage:Stage II, dead, 560 days	2926.7
TCGA-D6-A6EP-01A	62 years, male, white, stage:Stage III, alive, 424 days	2922.8
TCGA-QK-A6VB-01A	66 years, male, white, stage:Stage IVA, alive, 641 days	2908.7
TCGA-CV-6935-01A	67 years, male, white, stage:Stage IVA, dead, 295 days	2872.8
TCGA-CV-5971-01A	60 years, male, white, stage:Stage IVA, alive, 701 days	2827.9
TCGA-DQ-5625-01A	52 years, female, white, stage:'--, dead, 1133 days	2822.7
TCGA-CN-4736-01A	70 years, female, white, stage:'--, dead, 395 days	2803.9
TCGA-IQ-7631-01A	60 years, female, white, stage:Stage II, alive, 1172 days	2776.2
TCGA-CV-6955-01A	74 years, female, white, stage:Stage II, dead, 334 days	2763.1
TCGA-CN-A63U-01A	50 years, male, white, stage:Stage IVA, alive, 964 days	2738.6
TCGA-CN-4733-01A	61 years, male, white, stage:Stage III, alive, 1586 days	2736.0
TCGA-CV-5444-01A	64 years, male, black or african american, stage:Stage IVA, alive, 2437 days	2685.9
TCGA-CR-7367-01A	52 years, male, white, stage:Stage IVA, alive, 1440 days	2681.5
TCGA-H7-7774-01A	75 years, female, white, stage:Stage IVA, alive, 407 days	2661.5
TCGA-CN-5370-01A	78 years, male, white, stage:Stage III, dead, 259 days	2626.4
TCGA-CV-7421-01A	76 years, male, white, stage:Stage IVA, dead, 2 days	2578.8
TCGA-D6-6515-01A	82 years, female, white, stage:Stage II, dead, 403 days	2566.2
TCGA-CN-A6UY-01A	57 years, male, white, stage:Stage IVA, alive, 713 days	2557.3
TCGA-CV-7418-01A	62 years, male, black or african american, stage:Stage IVA, dead, 789 days	2555.8
TCGA-HD-7831-01A	74 years, male, white, stage:Stage IVA, alive, 667 days	2510.0
TCGA-CR-7394-01A	70 years, male, white, stage:Stage IVA, alive, 1346 days	2482.7
TCGA-CV-6937-01A	71 years, male, white, stage:Stage II, dead, 624 days	2479.9
TCGA-CR-7388-01A	70 years, female, white, stage:'--, dead, 823 days	2471.2
TCGA-CR-6482-01A	62 years, male, black or african american, stage:'--, alive, 345 days	2452.7
TCGA-CR-7371-01A	45 years, female, white, stage:Stage III, dead, 94 days	2425.2
TCGA-CV-6433-01A	57 years, male, white, stage:Stage II, alive, 641 days	2392.9
TCGA-BB-A5HY-01A	64 years, male, white, stage:Stage IVA, dead, 321 days	2369.3
TCGA-CR-7364-01A	66 years, male, white, stage:Stage III, alive, 1435 days	2337.8
TCGA-CN-5373-01A	55 years, female, white, stage:Stage I, alive, 1584 days	2283.5
TCGA-CV-7406-01A	49 years, male, white, stage:Stage II, dead, 1748 days	2244.3
TCGA-CN-4728-01A	56 years, male, white, stage:Stage IVA, alive, 1724 days	2217.3
TCGA-CN-4740-01A	79 years, female, white, stage:Stage IVA, dead, 839 days	2213.2
TCGA-CR-6472-01A	59 years, male, white, stage:'--, alive, 1050 days	2196.9
TCGA-CV-7104-01A	61 years, female, white, stage:Stage IVA, dead, 393 days	2055.6
TCGA-F7-A624-01A	73 years, male, white, stage:Stage II, alive, 378 days	2029.4
TCGA-CV-7414-01A	78 years, male, white, stage:Stage IVA, dead, 14 days	2022.7
TCGA-CN-5360-01A	68 years, male, white, stage:Stage IVA, alive, 2169 days	2011.8
TCGA-KU-A6H8-01A	41 years, male, white, stage:Stage IVA, dead, 327 days	1999.3
TCGA-MZ-A5BI-01A	53 years, male, white, stage:'--, dead, 217 days	1990.5
TCGA-CR-7386-01A	69 years, male, white, stage:Stage IVA, alive, 1430 days	1968.6
TCGA-CN-4737-01A	19 years, male, white, stage:Stage IVA, alive, 625 days	1965.8
TCGA-CR-7399-01A	60 years, female, white, stage:Stage IVA, alive, 181 days	1956.2
TCGA-BB-4224-01A	52 years, male, white, stage:Stage IVA, alive, 278 days	1942.4
TCGA-CV-6441-01A	60 years, male, white, stage:Stage III, dead, 292 days	1934.3
TCGA-P3-A5Q5-01A	54 years, male, white, stage:Stage IVA, alive, 910 days	1900.5
TCGA-CN-6021-01A	63 years, female, white, stage:'--, dead, 276 days	1896.3
TCGA-CR-7392-01A	67 years, female, white, stage:Stage IVA, alive, 1425 days	1894.7
TCGA-QK-AA3K-01A	60 years, male, black or african american, stage:Stage IVA, alive, 253 days	1879.6
TCGA-CN-6016-01A	64 years, male, white, stage:Stage IVA, alive, 1443 days	1875.9
TCGA-UF-A71A-01A	67 years, male, white, stage:Stage IVA, dead, 86 days	1853.7
TCGA-CN-6019-01A	61 years, male, white, stage:Stage IVA, alive, 1038 days	1849.6
TCGA-CV-A460-01A	72 years, male, white, stage:'--, dead, 1838 days	1816.7
TCGA-CV-7103-01A	49 years, male, white, stage:Stage IVA, dead, 1591 days	1802.3
TCGA-CR-7376-01A	83 years, male, white, stage:Stage III, alive, 972 days	1771.5
TCGA-CV-6939-01A	60 years, male, white, stage:Stage IVA, dead, 666 days	1766.2
TCGA-CV-A45O-01A	57 years, male, white, stage:'--, alive, 851 days	1695.5
TCGA-BB-4223-01A	48 years, male, white, stage:Stage IVA, alive, 3221 days	1634.9
TCGA-BB-4228-01A	50 years, male, white, stage:Stage III, alive, 559 days	1629.8
TCGA-CN-6017-01A	55 years, male, white, stage:Stage IVA, dead, 853 days	1599.1
TCGA-BA-5153-01A	51 years, male, white, stage:'--, dead, 1762 days	1539.6
TCGA-BA-4078-01A	83 years, male, white, stage:'--, dead, 276 days	1487.9
TCGA-UF-A7JJ-01A	68 years, male, stage:Stage IVA, alive, 549 days	1480.0
TCGA-UF-A7JA-01A	66 years, female, white, stage:Stage IVA, alive, 2265 days	1458.9
TCGA-CV-5443-01A	63 years, male, black or african american, stage:Stage III, alive, 2784 days	1404.3
TCGA-CR-6470-01A	38 years, male, white, stage:Stage II, alive, 1521 days	1384.3
TCGA-HD-7754-01A	69 years, male, white, stage:Stage IVA, alive, 783 days	1367.8
TCGA-BA-A4IF-01A	59 years, male, white, stage:'--, alive, 895 days	1337.6
TCGA-CN-6012-01A	66 years, male, white, stage:Stage IVA, alive, 1460 days	1268.3
TCGA-CR-5243-01A	51 years, male, white, stage:'--, alive, 2562 days	1175.7
TCGA-BB-4225-01A	73 years, male, white, stage:'--, alive, 146 days	1079.2
TCGA-CR-7398-01A	53 years, female, white, stage:Stage II, alive, 156 days	1050.0
TCGA-CX-A4AQ-01A	56 years, male, white, stage:Stage IVA, alive, 1555 days	1022.0
TCGA-CR-6467-01A	59 years, male, white, stage:Stage III, alive, 1777 days	969.2
TCGA-CV-7254-01A	55 years, male, white, stage:Stage II, dead, 1459 days	932.2
TCGA-CN-4735-01A	52 years, male, white, stage:Stage IVA, alive, 1737 days	854.4
TCGA-CR-5248-01A	53 years, male, white, stage:'--, alive, 1663 days	819.2
TCGA-CN-6992-01A	61 years, male, white, stage:Stage IVA, alive, 1066 days	727.5
TCGA-CV-6962-01A	65 years, male, white, stage:Stage IVA, dead, 126 days	716.3
TCGA-KU-A66S-01A	69 years, female, white, stage:Stage III, dead, 406 days	700.9
TCGA-CR-7374-01A	67 years, female, white, stage:'--, alive, 30 days	655.5
TCGA-CN-6023-01A	73 years, male, white, stage:Stage IVA, alive, 1584 days	611.4
TCGA-UF-A7JD-01A	71 years, male, stage:Stage IVA, dead, 739 days	580.9
TCGA-HD-8314-01A	58 years, male, white, stage:Stage III, alive, 670 days	493.9
TCGA-D6-6827-01A	55 years, female, white, stage:Stage I, alive, 568 days	484.4
TCGA-DQ-7591-01A	62 years, male, white, stage:'--, alive, 622 days	476.0
TCGA-BA-5559-01A	71 years, male, white, stage:'--, dead, 2083 days	470.9
TCGA-BA-6871-01A	75 years, male, white, stage:'--, dead, 108 days	463.5
TCGA-CV-A45W-01A	75 years, male, white, stage:Stage II, dead, 1398 days	454.1
TCGA-QK-A6IF-01A	61 years, male, white, stage:'--, alive, 704 days	451.8
TCGA-QK-A8Z7-01A	59 years, male, black or african american, stage:Stage IVA, alive, 392 days	417.0
TCGA-TN-A7HI-01A	56 years, male, white, stage:Stage IVA, alive, 412 days	407.2
TCGA-CV-6948-01A	79 years, female, white, stage:Stage IVB, dead, 1289 days	296.3
TCGA-MT-A7BN-01A	74 years, male, white, stage:Stage IVA, alive, 469 days	281.4
TCGA-CV-5430-01A	61 years, male, white, stage:Stage IVA, alive, 4241 days	242.3
TCGA-CV-7446-01A	66 years, male, white, stage:Stage IVA, dead, 1093 days	238.6
TCGA-IQ-A61O-01A	43 years, male, white, stage:Stage IVA, dead, 421 days	214.1
TCGA-CR-6487-01A	50 years, male, white, stage:Stage I, alive, 234 days	164.6
TCGA-CV-7424-01A	67 years, male, asian, stage:Stage IVA, dead, 453 days	82.6
TCGA-CQ-6221-01A	79 years, male, white, stage:'--, alive, 1000 days	32.9
TCGA-HD-A634-01A	56 years, male, white, stage:Stage IVA, dead, 130 days	20.1
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HEAD AND NECK SQUAMOUS CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

183

Samples

Sample ID	Sample type	nRPX
CPT0236620003	Tumor	1.7
CPT0163740003	Tumor	1.7
CPT0235460003	Tumor	1.7
CPT0222360003	Tumor	1.6
CPT0163720003	Normal	1.5
CPT0199700003	Tumor	1.5
CPT0246670003	Tumor	1.5
CPT0241980004	Tumor	1.4
CPT0245010003	Tumor	1.3
CPT0008630003	Tumor	1.2
CPT0207870004	Tumor	1.1
CPT0245500003	Tumor	1.1
CPT0246540003	Tumor	0.9
CPT0245180003	Tumor	0.9
CPT0177010003	Tumor	0.9
CPT0237130004	Tumor	0.9
CPT0237620004	Tumor	0.8
CPT0094490004	Tumor	0.8
CPT0184530003	Tumor	0.8
CPT0248330003	Tumor	0.7
CPT0245600003	Tumor	0.7
CPT0163410003	Tumor	0.6
CPT0163600003	Tumor	0.6
CPT0194800003	Normal	0.6
CPT0248520003	Tumor	0.6
CPT0008520008	Tumor	0.6
CPT0223450003	Tumor	0.5
CPT0176770003	Tumor	0.5
CPT0095040003	Tumor	0.5
CPT0226130003	Tumor	0.5
CPT0094350004	Tumor	0.4
CPT0088060004	Tumor	0.4
CPT0163790003	Tumor	0.4
CPT0194420003	Tumor	0.4
CPT0220610003	Tumor	0.4
CPT0169640003	Tumor	0.4
CPT0245550003	Tumor	0.4
CPT0163240003	Tumor	0.3
CPT0123180003	Tumor	0.3
CPT0163650003	Tumor	0.3
CPT0011290003	Tumor	0.3
CPT0177390003	Tumor	0.2
CPT0226340003	Tumor	0.2
CPT0163840003	Tumor	0.2
CPT0194250003	Tumor	0.2
CPT0244940004	Tumor	0.2
CPT0094280004	Tumor	0.2
CPT0163480003	Tumor	0.2
CPT0011130005	Tumor	0.2
CPT0237480004	Tumor	0.1
CPT0087990003	Tumor	0.1
CPT0094420004	Tumor	0.1
CPT0013000004	Tumor	0.1
CPT0245730003	Tumor	0.0
CPT0248350003	Normal	0.0
CPT0177200003	Tumor	-0.1
CPT0245130003	Tumor	-0.1
CPT0235910003	Tumor	-0.1
CPT0094560004	Tumor	-0.1
CPT0226350003	Normal	-0.1
CPT0162940003	Tumor	-0.2
CPT0194960003	Tumor	-0.2
CPT0163800003	Normal	-0.2
CPT0088410003	Tumor	-0.2
CPT0196210003	Tumor	-0.2
C3N-02693-06	Normal	-0.2
CPT0226270003	Normal	-0.2
CPT0127050003	Tumor	-0.2
CPT0245300003	Tumor	-0.3
CPT0123260003	Tumor	-0.3
CPT0013210004	Tumor	-0.3
CPT0195680003	Tumor	-0.3
CPT0245450003	Tumor	-0.3
CPT0013030003	Normal	-0.3
CPT0008960003	Normal	-0.3
CPT0163340003	Tumor	-0.4
C3N-00295-05	Normal	-0.4
CPT0011320003	Normal	-0.4
CPT0226440003	Tumor	-0.4
CPT0235920003	Normal	-0.5
CPT0245630003	Tumor	-0.5
CPT0177220003	Normal	-0.5
CPT0169890003	Tumor	-0.5
CPT0163610003	Normal	-0.5
CPT0256560003	Tumor	-0.5
CPT0024810003	Tumor	-0.5
CPT0177710003	Tumor	-0.5
CPT0087820003	Tumor	-0.6
CPT0245190003	Normal	-0.6
CPT0194260003	Normal	-0.6
CPT0162990004	Tumor	-0.6
CPT0199710003	Normal	-0.6
CPT0199880003	Tumor	-0.7
CPT0245020003	Normal	-0.7
CPT0245460003	Normal	-0.7
CPT0237640003	Normal	-0.7
CPT0226390003	Tumor	-0.7
C3N-04279-05	Normal	-0.7
C3N-01620-05	Normal	-0.7
CPT0163430003	Normal	-0.7
CPT0245410003	Normal	-0.7
CPT0245400003	Tumor	-0.7
C3N-01859-04	Normal	-0.7
CPT0222180003	Tumor	-0.7
CPT0223460003	Normal	-0.8
C3N-04275-05	Normal	-0.8
CPT0237500003	Normal	-0.8
CPT0236850004	Tumor	-0.8
CPT0199890003	Normal	-0.8
CPT0250310003	Tumor	-0.8
CPT0195860003	Tumor	-0.9
CPT0223970003	Tumor	-0.9
CPT0196060003	Normal	-0.9
C3N-01758-04	Normal	-0.9
CPT0220620003	Normal	-0.9
C3N-04276-06	Normal	-0.9
CPT0245680003	Tumor	-0.9
CPT0088080003	Normal	-0.9
CPT0163860003	Normal	-0.9
CPT0226450003	Normal	-0.9
CPT0094580003	Normal	-1.0
CPT0088010003	Normal	-1.0
CPT0237150003	Normal	-1.0
C3N-00857-05	Normal	-1.0
CPT0008930003	Tumor	-1.0
CPT0245560003	Normal	-1.0
CPT0243090003	Tumor	-1.0
CPT0236870003	Normal	-1.0
CPT0163020003	Normal	-1.0
CPT0199830003	Normal	-1.0
CPT0169730003	Tumor	-1.1
CPT0163490003	Normal	-1.1
CPT0199820003	Tumor	-1.1
CPT0084630009	Tumor	-1.1
CPT0195700003	Normal	-1.1
CPT0123190003	Normal	-1.1
CPT0088430003	Normal	-1.2
CPT0084650004	Normal	-1.2
CPT0226030003	Tumor	-1.2
CPT0162890003	Tumor	-1.2
CPT0236640003	Normal	-1.2
CPT0169740004	Normal	-1.2
CPT0226090003	Normal	-1.2
CPT0163530003	Tumor	-1.2
CPT0242000004	Normal	-1.2
CPT0222200003	Normal	-1.2
CPT0245060004	Tumor	-1.2
CPT0226400003	Normal	-1.3
CPT0196040003	Tumor	-1.3
CPT0163170003	Normal	-1.4
CPT0261520003	Tumor	-1.4
CPT0246590003	Tumor	-1.4
CPT0123280003	Normal	-1.5
CPT0013250003	Normal	-1.5
CPT0163160003	Tumor	-1.5
CPT0201830004	Tumor	-1.5
CPT0245140003	Normal	-1.5
CPT0244890004	Tumor	-1.5
CPT0201860004	Normal	-1.6
CPT0243140004	Normal	-1.6
CPT0246620003	Tumor	-1.6
CPT0190860003	Normal	-1.6
CPT0190850003	Tumor	-1.6
CPT0195880003	Normal	-1.7
CPT0013430003	Tumor	-1.7
CPT0281470002	Normal	-1.7
CPT0013460003	Normal	-1.8
CPT0245230004	Tumor	-1.8
CPT0163090003	Tumor	-1.8
CPT0163250003	Normal	-1.9
CPT0245350003	Tumor	-1.9
CPT0013130003	Tumor	-1.9
CPT0278700002	Normal	-1.9
CPT0163910003	Tumor	-1.9
CPT0229220002	Normal	-2.0
CPT0169920003	Normal	-2.1
CPT0235470002	Normal	-2.2
CPT0226250004	Tumor	-2.5
CPT0194790003	Tumor	-2.6
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 HPA062451	Antibody CAB002600	Antibody CAB047340
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