Expression of SH3BGRL3 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

SH3BGRL3 is not prognostic in Head and Neck Squamous Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 878.9

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

697.2

Number of samples

492

Samples

Sample	Description	TPM
TCGA-CV-6436-01A	0 years, male, white, stage:Stage IVA, alive, 1899 days	2055.5
TCGA-CQ-7065-01A	0 years, male, asian, stage:Stage II, alive, 1628 days	1666.0
TCGA-CQ-7069-01A	0 years, female, white, stage:Stage II, alive, 1274 days	1624.1
TCGA-CV-5441-01A	0 years, male, white, stage:Stage IVA, alive, 2886 days	1586.5
TCGA-CN-4734-01A	0 years, male, white, stage:Stage II, alive, 1690 days	1583.0
TCGA-CV-6945-01A	0 years, male, white, stage:Stage IVA, dead, 366 days	1574.5
TCGA-CN-5365-01A	0 years, male, white, stage:Stage IVB, dead, 351 days	1489.3
TCGA-HD-A633-01A	0 years, male, white, stage:Stage IVA, alive, 421 days	1407.5
TCGA-BA-5557-01A	0 years, female, stage:Stage III, alive, 623 days	1390.0
TCGA-CN-4742-01A	0 years, female, white, stage:Stage IVA, dead, 397 days	1329.5
TCGA-CV-7425-01A	0 years, female, white, stage:Stage III, dead, 1718 days	1303.4
TCGA-IQ-A61O-01A	0 years, male, white, stage:Stage IVA, dead, 421 days	1289.0
TCGA-P3-A6T5-01A	0 years, female, white, stage:Stage IVA, dead, 882 days	1270.0
TCGA-BA-5152-01A	0 years, male, white, stage:Stage IVA, alive, 1288 days	1267.2
TCGA-CV-7252-01A	0 years, female, black or african american, stage:Stage IVA, dead, 151 days	1256.7
TCGA-CR-7395-01A	0 years, female, white, stage:Stage II, alive, 930 days	1222.9
TCGA-CV-7413-01A	0 years, female, white, stage:Stage II, dead, 294 days	1217.5
TCGA-CV-7415-01A	0 years, male, white, stage:Stage IVA, dead, 695 days	1206.9
TCGA-BB-A5HU-01A	0 years, male, white, stage:Stage IVA, alive, 782 days	1202.5
TCGA-F7-A50J-01A	0 years, female, white, stage:Stage III, alive, 947 days	1178.1
TCGA-CV-7423-01A	0 years, male, white, stage:Stage II, dead, 3059 days	1156.5
TCGA-C9-A480-01A	0 years, female, asian, stage:Stage III, alive, 386 days	1153.6
TCGA-BA-A6DG-01A	0 years, male, white, stage:'--, dead, 69 days	1138.7
TCGA-BB-A5HZ-01A	0 years, male, white, stage:Stage IVA, alive, 827 days	1136.6
TCGA-CV-7255-01A	0 years, female, white, stage:Stage IVA, dead, 64 days	1135.6
TCGA-CV-7183-01A	0 years, male, white, stage:Stage II, alive, 3981 days	1130.7
TCGA-CN-5366-01A	0 years, male, white, stage:Stage IVA, dead, 360 days	1123.0
TCGA-CV-5966-01A	0 years, female, white, stage:Stage IVA, dead, 545 days	1122.1
TCGA-DQ-5624-01A	0 years, female, white, stage:'--, alive, 1778 days	1117.9
TCGA-CV-7089-01A	0 years, male, white, stage:Stage IVA, dead, 1972 days	1114.0
TCGA-CV-7414-01A	0 years, male, white, stage:Stage IVA, dead, 14 days	1108.0
TCGA-H7-A6C4-01A	0 years, female, white, stage:Stage IVA, dead, 414 days	1102.9
TCGA-HD-8635-01A	0 years, female, white, stage:Stage III, alive, 695 days	1099.5
TCGA-CR-6477-01A	0 years, female, white, stage:'--, alive, 514 days	1096.0
TCGA-CV-7433-01A	0 years, male, white, stage:Stage IVA, dead, 601 days	1093.4
TCGA-CV-7102-01A	0 years, female, white, stage:Stage IVA, dead, 56 days	1092.5
TCGA-CV-A460-01A	0 years, male, white, stage:'--, dead, 1838 days	1091.4
TCGA-F7-A61W-01A	0 years, male, asian, stage:Stage IVA, alive, 14 days	1090.1
TCGA-CV-A45R-01A	0 years, male, white, stage:Stage III, alive, 5480 days	1087.7
TCGA-P3-A6T3-01A	0 years, male, white, stage:Stage IVA, dead, 577 days	1082.3
TCGA-CV-7411-01A	0 years, female, white, stage:Stage IVA, dead, 2717 days	1071.5
TCGA-CV-A6JN-01A	0 years, male, white, stage:'--, alive, 906 days	1070.7
TCGA-P3-A6SX-01A	0 years, male, white, stage:Stage III, dead, 1430 days	1063.3
TCGA-CQ-6227-01A	0 years, male, white, stage:Stage IVA, dead, 129 days	1061.8
TCGA-CV-7103-01A	0 years, male, white, stage:Stage IVA, dead, 1591 days	1047.2
TCGA-KU-A6H7-01A	0 years, female, white, stage:Stage IVA, alive, 586 days	1041.4
TCGA-CN-4725-01A	0 years, male, white, stage:Stage II, alive, 1157 days	1041.1
TCGA-QK-A6IJ-01A	0 years, male, white, stage:Stage III, alive, 387 days	1032.1
TCGA-D6-A6EQ-01A	0 years, male, white, stage:Stage IVA, alive, 368 days	1016.3
TCGA-F7-A61S-01A	0 years, male, white, stage:Stage III, alive, 576 days	1015.4
TCGA-CQ-6220-01A	0 years, male, white, stage:Stage III, dead, 985 days	1010.4
TCGA-CN-6995-01A	0 years, male, white, stage:Stage IVA, dead, 112 days	1008.3
TCGA-UF-A718-01A	0 years, male, white, stage:Stage IVA, alive, 1971 days	1006.0
TCGA-CV-5442-01A	0 years, female, white, stage:Stage IVA, alive, 2327 days	1004.8
TCGA-CQ-6219-01A	0 years, female, white, stage:Stage IVA, dead, 479 days	999.3
TCGA-CV-5976-01A	0 years, male, white, stage:Stage IVA, alive, 1478 days	993.7
TCGA-CQ-6218-01A	0 years, female, white, stage:Stage IVA, alive, 1253 days	992.8
TCGA-CV-7236-01A	0 years, female, white, stage:Stage IVA, dead, 144 days	992.7
TCGA-UF-A7JV-01A	0 years, female, white, stage:Stage IVA, dead, 90 days	992.3
TCGA-CN-6011-01A	0 years, male, white, stage:Stage IVA, alive, 933 days	991.0
TCGA-CV-7429-01A	0 years, male, white, stage:Stage IVA, dead, 107 days	990.3
TCGA-QK-A652-01A	0 years, male, white, stage:Stage III, alive, 645 days	987.7
TCGA-CV-6003-01A	0 years, female, white, stage:Stage III, alive, 1665 days	986.1
TCGA-F7-8298-01A	0 years, male, white, stage:Stage I, alive, 995 days	985.9
TCGA-P3-A5Q6-01A	0 years, male, white, stage:Stage IVA, dead, 480 days	982.0
TCGA-CV-7568-01A	0 years, female, white, stage:Stage IVA, dead, 927 days	979.5
TCGA-BB-A6UO-01A	0 years, female, white, stage:Stage IVA, dead, 268 days	979.5
TCGA-CN-4736-01A	0 years, female, white, stage:'--, dead, 395 days	971.9
TCGA-F7-A622-01A	0 years, male, white, stage:Stage III, dead, 359 days	970.4
TCGA-CV-A6JZ-01A	0 years, male, white, stage:Stage II, alive, 714 days	969.0
TCGA-BA-4076-01A	0 years, male, white, stage:'--, dead, 415 days	968.5
TCGA-CV-A464-01A	0 years, male, white, stage:Stage III, alive, 1722 days	968.2
TCGA-CN-5369-01A	0 years, female, white, stage:Stage IVA, dead, 1 days	964.9
TCGA-P3-A6T8-01A	0 years, male, white, stage:Stage IVA, alive, 400 days	961.4
TCGA-CV-5979-01A	0 years, male, white, stage:Stage IVA, alive, 1315 days	956.8
TCGA-CR-6474-01A	0 years, male, white, stage:Stage IVA, dead, 564 days	953.6
TCGA-CQ-7063-01A	0 years, female, white, stage:Stage I, alive, 2133 days	953.0
TCGA-CN-6022-01A	0 years, male, white, stage:Stage IVA, dead, 281 days	950.1
TCGA-CV-A45X-01A	0 years, male, white, stage:Stage IVA, dead, 198 days	948.5
TCGA-HD-8634-01A	0 years, female, white, stage:Stage I, dead, 385 days	946.0
TCGA-CV-A45P-01A	0 years, female, white, stage:Stage I, alive, 639 days	939.4
TCGA-CQ-6229-01A	0 years, male, white, stage:Stage II, alive, 1179 days	938.9
TCGA-CN-6020-01A	0 years, male, black or african american, stage:Stage III, dead, 205 days	938.5
TCGA-CV-6952-01A	0 years, female, white, stage:Stage IVA, dead, 185 days	937.6
TCGA-MT-A67F-01A	0 years, female, white, stage:Stage IVA, alive, 384 days	936.8
TCGA-CV-A6JT-01A	0 years, male, white, stage:Stage II, alive, 852 days	932.8
TCGA-CN-4727-01A	0 years, male, white, stage:Stage IVA, alive, 1560 days	927.9
TCGA-CR-6492-01A	0 years, male, white, stage:Stage III, alive, 479 days	926.1
TCGA-BA-A6DA-01A	0 years, female, white, stage:Stage IVA, alive, 351 days	925.4
TCGA-P3-A6T0-01A	0 years, female, white, stage:Stage IVA, alive, 578 days	924.5
TCGA-BA-A6DE-01A	0 years, female, white, stage:Stage II, alive, 440 days	924.1
TCGA-CV-5444-01A	0 years, male, black or african american, stage:Stage IVA, alive, 2437 days	923.3
TCGA-P3-A5QF-01A	0 years, male, white, stage:Stage IVA, dead, 330 days	918.5
TCGA-MT-A67A-01A	0 years, female, white, stage:Stage I, alive, 914 days	914.4
TCGA-HD-7229-01A	0 years, male, white, stage:Stage IVA, alive, 1027 days	914.3
TCGA-DQ-5631-01A	0 years, male, white, stage:'--, dead, 548 days	913.0
TCGA-DQ-5630-01A	0 years, male, white, stage:'--, alive, 1030 days	911.1
TCGA-CV-7090-01A	0 years, male, white, stage:Stage II, alive, 5252 days	908.8
TCGA-CV-7095-01A	0 years, female, stage:Stage II, dead, 572 days	907.1
TCGA-BA-6872-01A	0 years, male, white, stage:'--, dead, 384 days	907.0
TCGA-T2-A6X2-01A	0 years, male, white, stage:Stage III, alive, 987 days	900.7
TCGA-CQ-6224-01A	0 years, male, white, stage:Stage IVA, alive, 1721 days	900.1
TCGA-BA-A6DJ-01A	0 years, male, asian, stage:Stage IVA, dead, 407 days	897.1
TCGA-CV-7180-01A	0 years, male, white, stage:Stage II, dead, 327 days	896.6
TCGA-CV-5978-01A	0 years, female, black or african american, stage:Stage IVB, dead, 215 days	896.2
TCGA-CR-6478-01A	0 years, female, white, stage:'--, dead, 183 days	895.7
TCGA-UF-A7JK-01A	0 years, male, stage:Stage IVA, dead, 424 days	888.2
TCGA-CN-A498-01A	0 years, female, white, stage:Stage III, dead, 773 days	887.0
TCGA-HD-A4C1-01A	0 years, female, black or african american, stage:Stage IVA, alive, 11 days	883.2
TCGA-CV-7438-01A	0 years, female, white, stage:Stage I, dead, 194 days	881.1
TCGA-CV-7416-01A	0 years, female, white, stage:Stage IVA, dead, 763 days	879.7
TCGA-CV-5977-01A	0 years, male, white, stage:Stage IVA, alive, 1840 days	878.1
TCGA-CQ-7068-01A	0 years, female, white, stage:Stage II, alive, 1309 days	873.0
TCGA-CV-6960-01A	0 years, male, black or african american, stage:Stage III, dead, 862 days	872.6
TCGA-P3-A6T7-01A	0 years, male, white, stage:Stage IVA, dead, 487 days	872.2
TCGA-CN-4728-01A	0 years, male, white, stage:Stage IVA, alive, 1724 days	872.1
TCGA-CQ-5330-01A	0 years, female, white, stage:Stage IVA, alive, 1897 days	869.6
TCGA-CQ-6222-01A	0 years, male, white, stage:Stage IVA, alive, 2016 days	869.0
TCGA-CQ-A4CD-01A	0 years, male, white, stage:Stage IVA, alive, 1022 days	865.5
TCGA-C9-A47Z-01A	0 years, female, asian, stage:Stage III, dead, 191 days	863.4
TCGA-P3-A5QA-01A	0 years, male, stage:Stage I, alive, 2182 days	863.3
TCGA-HD-A6I0-01A	0 years, male, white, stage:Stage IVA, alive, 210 days	862.5
TCGA-CV-6953-01A	0 years, female, white, stage:Stage III, dead, 1641 days	861.0
TCGA-CR-7365-01A	0 years, male, white, stage:Stage IVA, alive, 1191 days	860.3
TCGA-CV-6959-01A	0 years, male, white, stage:Stage III, dead, 256 days	859.6
TCGA-CQ-5324-01A	0 years, male, white, stage:Stage III, alive, 1593 days	858.6
TCGA-CR-6488-01A	0 years, female, white, stage:Stage II, alive, 379 days	858.4
TCGA-F7-A620-01A	0 years, male, white, stage:Stage III, alive, 543 days	858.2
TCGA-CQ-5333-01A	0 years, male, white, stage:Stage II, dead, 341 days	857.7
TCGA-4P-AA8J-01A	0 years, male, black or african american, stage:Stage IVA, alive, 102 days	854.9
TCGA-CV-7432-01A	0 years, male, white, stage:Stage II, dead, 2570 days	854.6
TCGA-CR-5247-01A	0 years, male, black or african american, stage:'--, alive, 358 days	854.2
TCGA-CR-7401-01A	0 years, male, white, stage:Stage I, alive, 1077 days	853.4
TCGA-CR-6493-01A	0 years, male, black or african american, stage:Stage IVA, dead, 282 days	853.1
TCGA-CV-6936-01A	0 years, male, white, stage:Stage IVA, dead, 166 days	850.2
TCGA-CN-4737-01A	0 years, male, white, stage:Stage IVA, alive, 625 days	849.5
TCGA-CV-7238-01A	0 years, female, white, stage:Stage II, alive, 2727 days	848.8
TCGA-CR-7368-01A	0 years, male, white, stage:Stage IVA, alive, 1245 days	840.5
TCGA-F7-8489-01A	0 years, male, white, stage:Stage II, alive, 658 days	837.3
TCGA-CV-7091-01A	0 years, male, white, stage:Stage I, alive, 3381 days	836.0
TCGA-CN-6998-01A	0 years, male, white, stage:Stage IVA, dead, 357 days	833.9
TCGA-CQ-A4C6-01A	0 years, male, asian, stage:Stage II, alive, 1353 days	831.7
TCGA-UF-A7JC-01A	0 years, male, white, stage:Stage IVA, dead, 546 days	831.6
TCGA-F7-A624-01A	0 years, male, white, stage:Stage II, alive, 378 days	828.3
TCGA-CV-7097-01A	0 years, male, white, stage:Stage II, dead, 385 days	827.5
TCGA-IQ-A61E-01A	0 years, female, white, stage:Stage III, alive, 1147 days	827.1
TCGA-CQ-5334-01A	0 years, male, white, stage:Stage IVA, dead, 129 days	826.0
TCGA-BA-5151-01A	0 years, male, white, stage:Stage IVA, alive, 722 days	825.4
TCGA-D6-6517-01A	0 years, male, white, stage:Stage III, alive, 292 days	823.4
TCGA-MT-A51W-01A	0 years, female, white, stage:Stage I, alive, 437 days	815.6
TCGA-CV-A6K2-01A	0 years, male, white, stage:Stage IVA, dead, 317 days	814.6
TCGA-CN-A49B-01A	0 years, male, white, stage:Stage III, alive, 904 days	812.6
TCGA-BA-A6DB-01A	0 years, female, white, stage:Stage I, alive, 216 days	811.5
TCGA-CN-6013-01A	0 years, male, white, stage:Stage IVA, dead, 727 days	810.5
TCGA-MT-A67D-01A	0 years, male, white, stage:Stage II, alive, 56 days	806.1
TCGA-IQ-A61I-01A	0 years, male, black or african american, stage:Stage IVA, dead, 2 days	804.7
TCGA-CN-A49C-01A	0 years, male, white, stage:'--, alive, 645 days	799.3
TCGA-CQ-5329-01A	0 years, female, white, stage:Stage II, alive, 2143 days	797.9
TCGA-TN-A7HJ-01A	0 years, male, white, stage:Stage IVA, alive, 403 days	795.9
TCGA-BB-4227-01A	0 years, male, white, stage:Stage IVA, alive, 134 days	795.7
TCGA-D6-A4Z9-01A	0 years, male, white, stage:Stage IVA, alive, 539 days	795.4
TCGA-CV-6955-01A	0 years, female, white, stage:Stage II, dead, 334 days	786.3
TCGA-CX-7082-01A	0 years, male, white, stage:Stage IVA, dead, 11 days	786.2
TCGA-CQ-A4CB-01A	0 years, male, stage:Stage III, alive, 893 days	784.6
TCGA-CV-A465-01A	0 years, male, white, stage:Stage III, dead, 215 days	784.3
TCGA-CQ-A4CH-01A	0 years, male, asian, stage:Stage II, dead, 379 days	783.9
TCGA-BA-A4II-01A	0 years, male, white, stage:Stage II, alive, 918 days	783.8
TCGA-D6-6825-01A	0 years, male, white, stage:Stage I, alive, 491 days	783.7
TCGA-CR-7382-01A	0 years, male, white, stage:Stage IVA, alive, 796 days	780.6
TCGA-CQ-5326-01A	0 years, male, white, stage:Stage IVA, dead, 89 days	779.1
TCGA-CR-7377-01A	0 years, male, white, stage:Stage IVA, dead, 279 days	777.9
TCGA-F7-A50G-01A	0 years, male, white, stage:Stage III, alive, 616 days	776.0
TCGA-DQ-7588-01A	0 years, male, white, stage:'--, dead, 427 days	775.7
TCGA-BB-A6UM-01A	0 years, male, white, stage:Stage III, alive, 393 days	774.7
TCGA-HD-7831-01A	0 years, male, white, stage:Stage IVA, alive, 667 days	773.0
TCGA-CN-4738-01A	0 years, male, white, stage:Stage IVA, dead, 436 days	771.8
TCGA-CN-5361-01A	0 years, male, white, stage:Stage IVA, dead, 2120 days	771.8
TCGA-CN-4731-01A	0 years, female, white, stage:Stage IVA, dead, 998 days	770.9
TCGA-CR-7379-01A	0 years, female, white, stage:Stage IVA, alive, 1036 days	769.7
TCGA-D6-8569-01A	0 years, male, white, stage:Stage II, alive, 770 days	769.3
TCGA-UF-A7JS-01A	0 years, male, white, stage:Stage IVA, dead, 680 days	767.7
TCGA-F7-A623-01A	0 years, male, white, stage:Stage IVA, alive, 616 days	766.9
TCGA-CN-6019-01A	0 years, male, white, stage:Stage IVA, alive, 1038 days	764.6
TCGA-CV-6943-01A	0 years, male, white, stage:Stage III, dead, 602 days	760.9
TCGA-H7-8501-01A	0 years, male, white, stage:Stage IVA, alive, 461 days	758.7
TCGA-UF-A7JA-01A	0 years, female, white, stage:Stage IVA, alive, 2265 days	757.8
TCGA-CR-6491-01A	0 years, male, black or african american, stage:Stage IVA, alive, 693 days	757.0
TCGA-BA-A6DD-01A	0 years, male, black or african american, stage:Stage IVA, dead, 173 days	755.0
TCGA-CR-7364-01A	0 years, male, white, stage:Stage III, alive, 1435 days	754.5
TCGA-BA-A4IG-01A	0 years, male, white, stage:'--, alive, 855 days	751.0
TCGA-D6-6826-01A	0 years, female, white, stage:Stage IVA, dead, 348 days	748.4
TCGA-CR-5243-01A	0 years, male, white, stage:'--, alive, 2562 days	746.8
TCGA-CR-7398-01A	0 years, female, white, stage:Stage II, alive, 156 days	746.6
TCGA-BA-A6DI-01A	0 years, male, black or african american, stage:'--, dead, 336 days	745.7
TCGA-QK-A64Z-01A	0 years, female, white, stage:Stage IVA, dead, 641 days	743.9
TCGA-H7-A76A-01A	0 years, male, white, stage:'--, alive, 637 days	741.5
TCGA-CV-A6JE-01A	0 years, male, white, stage:'--, alive, 1075 days	737.9
TCGA-CQ-7071-01A	0 years, female, white, stage:Stage III, alive, 1311 days	735.6
TCGA-CR-7369-01A	0 years, male, white, stage:Stage IVA, dead, 1090 days	734.8
TCGA-DQ-5625-01A	0 years, female, white, stage:'--, dead, 1133 days	733.5
TCGA-BB-8596-01A	0 years, female, white, stage:Stage IVA, alive, 2161 days	730.9
TCGA-CR-7397-01A	0 years, male, white, stage:Stage IVA, alive, 754 days	723.3
TCGA-CV-A6JD-01A	0 years, female, white, stage:'--, dead, 182 days	722.7
TCGA-F7-A50I-01A	0 years, male, white, stage:Stage IVA, alive, 92 days	721.2
TCGA-CV-7435-01A	0 years, female, white, stage:Stage IVA, dead, 4680 days	720.9
TCGA-CR-7391-01A	0 years, female, white, stage:Stage I, alive, 913 days	719.3
TCGA-CV-A468-01A	0 years, male, stage:Stage IVA, dead, 464 days	716.3
TCGA-CV-7421-01A	0 years, male, white, stage:Stage IVA, dead, 2 days	716.1
TCGA-IQ-A61J-01A	0 years, male, white, stage:Stage IVA, alive, 1021 days	713.4
TCGA-CN-A49A-01A	0 years, male, white, stage:Stage IVB, dead, 526 days	713.0
TCGA-CV-A461-01A	0 years, male, white, stage:'--, dead, 2064 days	712.6
TCGA-P3-A5QE-01A	0 years, male, white, stage:Stage III, alive, 1559 days	711.7
TCGA-BA-6869-01A	0 years, male, white, stage:Stage III, alive, 644 days	710.7
TCGA-CV-7104-01A	0 years, female, white, stage:Stage IVA, dead, 393 days	710.0
TCGA-CV-A45Z-01A	0 years, male, white, stage:'--, dead, 1466 days	709.4
TCGA-CV-7406-01A	0 years, male, white, stage:Stage II, dead, 1748 days	708.7
TCGA-BA-5556-01A	0 years, female, white, stage:Stage II, alive, 725 days	708.7
TCGA-CQ-5327-01A	0 years, female, asian, stage:Stage IVA, alive, 1660 days	706.3
TCGA-QK-A6IG-01A	0 years, male, white, stage:Stage III, dead, 222 days	706.3
TCGA-CR-7385-01A	0 years, male, white, stage:'--, alive, 997 days	706.3
TCGA-CN-5373-01A	0 years, female, white, stage:Stage I, alive, 1584 days	706.1
TCGA-CN-5370-01A	0 years, male, white, stage:Stage III, dead, 259 days	705.3
TCGA-IQ-7632-01A	0 years, female, white, stage:Stage IVA, alive, 441 days	703.3
TCGA-BA-4074-01A	0 years, male, white, stage:Stage IVA, dead, 462 days	702.7
TCGA-CR-7386-01A	0 years, male, white, stage:Stage IVA, alive, 1430 days	701.2
TCGA-BA-6873-01A	0 years, male, white, stage:Stage IVA, alive, 122 days	700.1
TCGA-CR-7393-01A	0 years, male, white, stage:Stage III, alive, 993 days	699.4
TCGA-UP-A6WW-01A	0 years, male, white, stage:'--, alive, 518 days	698.3
TCGA-CV-A45T-01A	0 years, female, white, stage:'--, dead, 4856 days	697.5
TCGA-QK-A6II-01A	0 years, male, white, stage:Stage IVA, dead, 284 days	695.8
TCGA-CR-6481-01A	0 years, male, white, stage:'--, alive, 311 days	694.2
TCGA-CV-6954-01A	0 years, male, black or african american, stage:Stage IVA, dead, 2002 days	692.8
TCGA-CR-7394-01A	0 years, male, white, stage:Stage IVA, alive, 1346 days	690.7
TCGA-CN-A499-01A	0 years, female, white, stage:Stage II, alive, 717 days	689.7
TCGA-CN-A6UY-01A	0 years, male, white, stage:Stage IVA, alive, 713 days	689.5
TCGA-WA-A7GZ-01A	0 years, male, white, stage:'--, dead, 625 days	688.3
TCGA-CQ-6223-01A	0 years, male, white, stage:Stage II, alive, 1428 days	686.6
TCGA-CR-7388-01A	0 years, female, white, stage:'--, dead, 823 days	686.1
TCGA-CR-7376-01A	0 years, male, white, stage:Stage III, alive, 972 days	686.0
TCGA-CV-6933-01A	0 years, male, white, stage:Stage III, dead, 2741 days	685.8
TCGA-CN-6016-01A	0 years, male, white, stage:Stage IVA, alive, 1443 days	683.5
TCGA-CN-A641-01A	0 years, male, white, stage:Stage IVA, alive, 367 days	681.7
TCGA-QK-A6IH-01A	0 years, female, white, stage:Stage IVB, alive, 653 days	680.7
TCGA-CV-6938-01A	0 years, male, white, stage:Stage II, dead, 144 days	680.2
TCGA-KU-A66T-01A	0 years, female, white, stage:Stage IVA, alive, 552 days	680.2
TCGA-D6-6515-01A	0 years, female, white, stage:Stage II, dead, 403 days	676.2
TCGA-CR-7392-01A	0 years, female, white, stage:Stage IVA, alive, 1425 days	673.8
TCGA-CV-7100-01A	0 years, male, white, stage:Stage III, dead, 274 days	672.5
TCGA-CV-6934-01A	0 years, female, white, stage:Stage IVA, dead, 65 days	671.8
TCGA-CN-6989-01A	0 years, male, white, stage:Stage IVA, dead, 980 days	670.8
TCGA-T2-A6WX-01A	0 years, female, white, stage:'--, dead, 209 days	670.5
TCGA-IQ-A6SH-01A	0 years, male, black or african american, stage:Stage III, alive, 471 days	669.2
TCGA-IQ-7630-01A	0 years, male, white, stage:Stage II, alive, 485 days	668.2
TCGA-RS-A6TO-01A	0 years, female, white, stage:Stage IVA, dead, 387 days	666.1
TCGA-CV-6942-01A	0 years, female, white, stage:Stage II, alive, 4282 days	665.6
TCGA-D6-A6EK-01A	0 years, male, white, stage:Stage III, alive, 875 days	665.5
TCGA-CV-A45Q-01A	0 years, female, white, stage:'--, dead, 5152 days	665.4
TCGA-CN-5367-01A	0 years, female, white, stage:Stage IVA, dead, 352 days	665.4
TCGA-CN-6996-01A	0 years, female, white, stage:Stage IVA, dead, 530 days	665.0
TCGA-P3-A5Q5-01A	0 years, male, white, stage:Stage IVA, alive, 910 days	663.9
TCGA-CV-5436-01A	0 years, male, stage:Stage IVA, dead, 584 days	663.8
TCGA-CV-A45O-01A	0 years, male, white, stage:'--, alive, 851 days	663.7
TCGA-DQ-7592-01A	0 years, male, american indian or alaska native, stage:'--, alive, 1143 days	663.6
TCGA-QK-A6V9-01A	0 years, male, white, stage:Stage II, alive, 833 days	663.5
TCGA-CV-7253-01A	0 years, male, black or african american, stage:Stage IVA, dead, 361 days	662.2
TCGA-CN-5364-01A	0 years, male, white, stage:Stage IVA, dead, 493 days	661.6
TCGA-CV-A45U-01A	0 years, male, white, stage:Stage IVA, dead, 1079 days	659.4
TCGA-CN-A63T-01A	0 years, male, white, stage:Stage IVA, alive, 225 days	658.5
TCGA-CV-7410-01A	0 years, male, white, stage:Stage III, dead, 6417 days	657.6
TCGA-QK-A6VC-01A	0 years, female, black or african american, stage:Stage IVA, alive, 600 days	656.9
TCGA-F7-A61V-01A	0 years, male, white, stage:Stage II, alive, 759 days	651.9
TCGA-F7-7848-01A	0 years, male, white, stage:Stage IVA, alive, 1131 days	651.8
TCGA-CN-A497-01A	0 years, male, stage:Stage III, alive, 1065 days	648.1
TCGA-CV-5970-01A	0 years, male, white, stage:Stage IVA, dead, 406 days	645.9
TCGA-CR-6472-01A	0 years, male, white, stage:'--, alive, 1050 days	645.5
TCGA-BA-5558-01A	0 years, male, white, stage:'--, alive, 1995 days	643.7
TCGA-CN-4729-01A	0 years, male, white, stage:Stage III, alive, 392 days	642.8
TCGA-CN-4722-01A	0 years, female, white, stage:Stage II, alive, 1483 days	642.4
TCGA-HD-7754-01A	0 years, male, white, stage:Stage IVA, alive, 783 days	639.6
TCGA-CV-6937-01A	0 years, male, white, stage:Stage II, dead, 624 days	639.4
TCGA-CQ-5331-01A	0 years, female, white, stage:'--, alive, 1399 days	638.0
TCGA-BB-4217-01A	0 years, male, black or african american, stage:Stage IVA, alive, 187 days	637.6
TCGA-CV-6433-01A	0 years, male, white, stage:Stage II, alive, 641 days	634.6
TCGA-H7-7774-01A	0 years, female, white, stage:Stage IVA, alive, 407 days	633.7
TCGA-MT-A51X-01A	0 years, male, white, stage:Stage IVA, alive, 242 days	629.6
TCGA-UF-A7JO-01A	0 years, female, white, stage:Stage IVA, dead, 631 days	629.6
TCGA-CN-5359-01A	0 years, male, white, stage:Stage IVA, dead, 377 days	627.3
TCGA-CV-A45Y-01A	0 years, male, american indian or alaska native, stage:Stage IVA, dead, 2703 days	627.0
TCGA-CR-6480-01A	0 years, male, white, stage:'--, alive, 362 days	626.1
TCGA-HD-8314-01A	0 years, male, white, stage:Stage III, alive, 670 days	625.9
TCGA-P3-A6T2-01A	0 years, male, white, stage:Stage IVA, alive, 2298 days	625.8
TCGA-D6-6823-01A	0 years, male, white, stage:Stage II, alive, 701 days	625.6
TCGA-T3-A92N-01A	0 years, male, black or african american, stage:Stage IVA, dead, 95 days	624.3
TCGA-CR-5249-01A	0 years, female, white, stage:Stage II, alive, 1152 days	623.8
TCGA-CN-A6V6-01A	0 years, male, white, stage:Stage IVA, alive, 635 days	623.7
TCGA-CV-7247-01A	0 years, male, white, stage:Stage III, dead, 577 days	623.2
TCGA-CV-7263-01A	0 years, male, black or african american, stage:Stage II, dead, 560 days	620.7
TCGA-CV-7428-01A	0 years, male, white, stage:Stage IVA, dead, 1671 days	618.4
TCGA-HD-7753-01A	0 years, male, black or african american, stage:Stage I, alive, 866 days	615.7
TCGA-BA-A6DL-01A	0 years, male, white, stage:'--, alive, 623 days	613.6
TCGA-D6-6516-01A	0 years, male, white, stage:Stage I, alive, 773 days	612.2
TCGA-WA-A7H4-01A	0 years, male, white, stage:Stage II, alive, 443 days	610.8
TCGA-CQ-5325-01A	0 years, male, white, stage:Stage I, dead, 654 days	607.4
TCGA-UF-A7JF-01A	0 years, male, white, stage:Stage IVA, alive, 1686 days	605.2
TCGA-CN-5363-01A	0 years, male, black or african american, stage:Stage IVB, dead, 253 days	603.6
TCGA-D6-A6EM-01A	0 years, female, white, stage:Stage III, alive, 232 days	603.3
TCGA-CN-A642-01A	0 years, male, white, stage:Stage IVB, dead, 82 days	601.7
TCGA-T3-A92M-01A	0 years, male, black or african american, stage:Stage IVA, alive, 417 days	600.8
TCGA-CV-5432-01A	0 years, male, white, stage:Stage III, alive, 3930 days	599.9
TCGA-CV-7427-01A	0 years, female, white, stage:Stage II, dead, 4760 days	598.5
TCGA-CN-6988-01A	0 years, male, white, stage:Stage IVA, alive, 318 days	598.3
TCGA-CR-6471-01A	0 years, male, white, stage:Stage IVA, dead, 1202 days	594.9
TCGA-CR-7383-01A	0 years, female, white, stage:Stage I, dead, 521 days	594.2
TCGA-CQ-A4C7-01A	0 years, male, white, stage:Stage III, dead, 353 days	593.8
TCGA-CN-A63W-01A	0 years, female, white, stage:Stage IVA, dead, 377 days	589.9
TCGA-DQ-7591-01A	0 years, male, white, stage:'--, alive, 622 days	585.9
TCGA-CN-4726-01A	0 years, male, white, stage:Stage IVA, dead, 142 days	585.5
TCGA-CR-7404-01A	0 years, male, white, stage:'--, alive, 1472 days	584.2
TCGA-CR-5250-01A	0 years, male, white, stage:'--, alive, 799 days	584.0
TCGA-UF-A71E-01A	0 years, male, white, stage:Stage IVA, dead, 1504 days	583.6
TCGA-CN-6994-01A	0 years, male, white, stage:Stage IVA, alive, 1183 days	581.2
TCGA-CV-7099-01A	0 years, female, white, stage:Stage II, dead, 243 days	581.1
TCGA-D6-A6EN-01A	0 years, male, white, stage:Stage III, alive, 687 days	576.6
TCGA-HL-7533-01A	0 years, male, white, stage:'--, alive, 1057 days	576.2
TCGA-CN-4739-01A	0 years, male, white, stage:Stage IVA, dead, 1394 days	573.5
TCGA-BA-5153-01A	0 years, male, white, stage:'--, dead, 1762 days	573.0
TCGA-T2-A6WZ-01A	0 years, male, white, stage:'--, dead, 484 days	572.9
TCGA-QK-A8Z8-01A	0 years, female, black or african american, stage:Stage IVC, dead, 171 days	569.7
TCGA-CR-7402-01A	0 years, male, white, stage:'--, alive, 911 days	568.4
TCGA-CV-A463-01A	0 years, female, white, stage:Stage IVA, dead, 23 days	566.1
TCGA-CN-4740-01A	0 years, female, white, stage:Stage IVA, dead, 839 days	566.0
TCGA-BA-7269-01A	0 years, male, white, stage:Stage III, alive, 1273 days	565.9
TCGA-CR-6473-01A	0 years, male, white, stage:'--, alive, 1125 days	561.6
TCGA-BA-5555-01A	0 years, male, black or african american, stage:Stage IVA, alive, 520 days	561.1
TCGA-CV-A6JU-01A	0 years, female, white, stage:Stage IVB, alive, 110 days	559.0
TCGA-CX-7086-01A	0 years, male, black or african american, stage:Stage III, alive, 573 days	558.2
TCGA-UF-A71B-01A	0 years, male, white, stage:Stage IVA, alive, 1506 days	557.9
TCGA-UF-A7J9-01A	0 years, male, white, stage:Stage IVA, alive, 1358 days	554.9
TCGA-CV-A6JY-01A	0 years, male, white, stage:Stage IVA, alive, 646 days	550.0
TCGA-TN-A7HL-01A	0 years, male, white, stage:Stage IVA, alive, 619 days	549.6
TCGA-H7-8502-01A	0 years, male, white, stage:Stage IVA, alive, 458 days	548.0
TCGA-UF-A7JT-01A	0 years, female, white, stage:Stage IVA, dead, 993 days	547.2
TCGA-CN-5358-01A	0 years, male, white, stage:Stage II, dead, 261 days	547.0
TCGA-QK-A8ZB-01A	0 years, male, black or african american, stage:Stage IVA, alive, 542 days	546.4
TCGA-CR-7389-01A	0 years, male, black or african american, stage:'--, alive, 392 days	543.6
TCGA-CV-7245-01A	0 years, male, white, stage:Stage IVA, alive, 797 days	536.8
TCGA-UF-A7JH-01A	0 years, male, black or african american, stage:Stage IVA, alive, 896 days	536.7
TCGA-CV-7177-01A	0 years, female, white, stage:Stage II, dead, 663 days	534.9
TCGA-BA-A8YP-01A	0 years, male, black or african american, stage:Stage IVB, alive, 499 days	534.1
TCGA-CV-7434-01A	0 years, male, white, stage:Stage IVA, dead, 218 days	532.8
TCGA-CX-7219-01A	0 years, male, black or african american, stage:Stage IVA, alive, 1045 days	530.2
TCGA-CV-6941-01A	0 years, male, white, stage:Stage III, dead, 342 days	528.5
TCGA-CR-7373-01A	0 years, male, white, stage:Stage IVA, alive, 889 days	527.9
TCGA-CV-6950-01A	0 years, male, white, stage:Stage IVA, dead, 459 days	527.1
TCGA-CV-7407-01A	0 years, female, white, stage:Stage II, dead, 1081 days	525.4
TCGA-CR-7390-01A	0 years, male, white, stage:Stage IVA, alive, 1508 days	524.9
TCGA-CN-A63V-01A	0 years, male, white, stage:Stage IVA, alive, 679 days	524.6
TCGA-CV-7422-01A	0 years, female, white, stage:Stage IVA, dead, 1037 days	524.4
TCGA-CR-5248-01A	0 years, male, white, stage:'--, alive, 1663 days	522.0
TCGA-CV-6940-01A	0 years, female, white, stage:Stage III, dead, 804 days	518.6
TCGA-CV-7250-01A	0 years, male, white, stage:Stage IVA, dead, 2900 days	515.1
TCGA-UF-A71A-01A	0 years, male, white, stage:Stage IVA, dead, 86 days	514.9
TCGA-CR-7372-01A	0 years, male, white, stage:Stage I, alive, 759 days	514.6
TCGA-D6-8568-01A	0 years, male, white, stage:Stage II, alive, 759 days	514.3
TCGA-CX-7085-01A	0 years, female, white, stage:Stage I, alive, 321 days	510.9
TCGA-BA-5559-01A	0 years, male, white, stage:'--, dead, 2083 days	508.7
TCGA-CR-7367-01A	0 years, male, white, stage:Stage IVA, alive, 1440 days	505.9
TCGA-CQ-6221-01A	0 years, male, white, stage:'--, alive, 1000 days	505.7
TCGA-CN-5355-01A	0 years, male, black or african american, stage:Stage IVA, alive, 1278 days	503.2
TCGA-CN-6024-01A	0 years, male, white, stage:Stage IVA, dead, 337 days	498.3
TCGA-QK-AA3J-01A	0 years, male, black or african american, stage:Stage I, alive, 466 days	494.6
TCGA-CR-7399-01A	0 years, female, white, stage:Stage IVA, alive, 181 days	494.0
TCGA-MT-A7BN-01A	0 years, male, white, stage:Stage IVA, alive, 469 days	493.5
TCGA-CN-A63U-01A	0 years, male, white, stage:Stage IVA, alive, 964 days	491.2
TCGA-CV-6939-01A	0 years, male, white, stage:Stage IVA, dead, 666 days	490.4
TCGA-D6-A6EO-01A	0 years, male, white, stage:Stage IVA, alive, 759 days	489.9
TCGA-CX-A4AQ-01A	0 years, male, white, stage:Stage IVA, alive, 1555 days	488.5
TCGA-CN-5356-01A	0 years, male, white, stage:Stage III, alive, 1409 days	486.8
TCGA-CQ-6228-01A	0 years, female, white, stage:Stage IVA, dead, 456 days	486.4
TCGA-CN-4730-01A	0 years, male, white, stage:Stage IVA, alive, 817 days	485.4
TCGA-MZ-A5BI-01A	0 years, male, white, stage:'--, dead, 217 days	482.5
TCGA-BA-A6D8-01A	0 years, male, black or african american, stage:Stage IVA, alive, 850 days	481.1
TCGA-CV-7437-01A	0 years, male, stage:Stage II, dead, 506 days	480.6
TCGA-CV-6961-01A	0 years, male, white, stage:Stage II, dead, 76 days	480.5
TCGA-BA-6870-01A	0 years, female, black or african american, stage:'--, dead, 451 days	480.1
TCGA-CV-5434-01A	0 years, male, black or african american, stage:Stage IVA, dead, 3314 days	474.8
TCGA-CQ-7072-01A	0 years, male, white, stage:Stage II, alive, 2359 days	472.3
TCGA-CV-5971-01A	0 years, male, white, stage:Stage IVA, alive, 701 days	471.8
TCGA-D6-A74Q-01A	0 years, male, white, stage:Stage IVA, alive, 710 days	469.0
TCGA-CR-7371-01A	0 years, female, white, stage:Stage III, dead, 94 days	465.9
TCGA-BB-4224-01A	0 years, male, white, stage:Stage IVA, alive, 278 days	464.4
TCGA-D6-6824-01A	0 years, male, white, stage:Stage IVA, alive, 77 days	461.5
TCGA-CV-5431-01A	0 years, male, white, stage:Stage IVA, dead, 522 days	458.2
TCGA-CQ-A4CG-01A	0 years, female, white, stage:Stage III, dead, 430 days	457.8
TCGA-CV-7248-01A	0 years, female, black or african american, stage:Stage IVA, dead, 521 days	457.6
TCGA-IQ-A6SG-01A	0 years, female, white, stage:Stage III, alive, 579 days	456.5
TCGA-CV-5443-01A	0 years, male, black or african american, stage:Stage III, alive, 2784 days	456.1
TCGA-CR-7380-01A	0 years, male, white, stage:Stage IVB, dead, 606 days	456.1
TCGA-CV-7242-01A	0 years, female, white, stage:Stage II, alive, 1095 days	454.6
TCGA-CN-6021-01A	0 years, female, white, stage:'--, dead, 276 days	451.6
TCGA-CQ-5323-01A	0 years, male, white, stage:Stage I, alive, 1466 days	449.9
TCGA-HD-A6HZ-01A	0 years, female, white, stage:Stage III, alive, 111 days	449.4
TCGA-IQ-7631-01A	0 years, female, white, stage:Stage II, alive, 1172 days	449.2
TCGA-MZ-A7D7-01A	0 years, male, white, stage:Stage IVA, alive, 547 days	446.0
TCGA-CN-6018-01A	0 years, female, white, stage:Stage IVA, dead, 580 days	445.4
TCGA-CV-7430-01A	0 years, male, white, stage:Stage IVA, dead, 495 days	445.2
TCGA-CN-6010-01A	0 years, male, white, stage:Stage IVA, alive, 1523 days	444.8
TCGA-CV-7424-01A	0 years, male, asian, stage:Stage IVA, dead, 453 days	444.1
TCGA-CV-A45V-01A	0 years, female, white, stage:Stage IVA, dead, 32 days	444.0
TCGA-CR-6484-01A	0 years, female, asian, stage:Stage IVA, alive, 354 days	442.3
TCGA-P3-A6T4-01A	0 years, male, white, stage:Stage IVA, dead, 62 days	442.0
TCGA-CQ-A4CE-01A	0 years, female, stage:Stage II, alive, 897 days	440.3
TCGA-UF-A7JJ-01A	0 years, male, stage:Stage IVA, alive, 549 days	437.8
TCGA-D6-A4ZB-01A	0 years, male, white, stage:Stage III, alive, 376 days	435.5
TCGA-CN-5374-01A	0 years, female, white, stage:Stage IVA, dead, 1732 days	432.0
TCGA-MZ-A6I9-01A	0 years, male, white, stage:'--, dead, 489 days	431.8
TCGA-BB-A5HY-01A	0 years, male, white, stage:Stage IVA, dead, 321 days	431.5
TCGA-IQ-A61H-01A	0 years, male, white, stage:Stage II, alive, 1138 days	431.2
TCGA-CR-6482-01A	0 years, male, black or african american, stage:'--, alive, 345 days	429.7
TCGA-CR-6470-01A	0 years, male, white, stage:Stage II, alive, 1521 days	429.5
TCGA-HD-7832-01A	0 years, male, white, stage:Stage IVA, alive, 836 days	428.2
TCGA-BA-A4IH-01A	0 years, male, white, stage:'--, alive, 622 days	421.7
TCGA-CN-4741-01A	0 years, male, white, stage:Stage IVA, alive, 2239 days	421.4
TCGA-IQ-A61G-01A	0 years, male, white, stage:Stage IVA, alive, 360 days	416.8
TCGA-BA-4075-01A	0 years, male, black or african american, stage:Stage III, dead, 283 days	410.0
TCGA-CV-6951-01A	0 years, male, white, stage:Stage IVA, dead, 915 days	409.9
TCGA-QK-A6IF-01A	0 years, male, white, stage:'--, alive, 704 days	409.0
TCGA-CN-4723-01A	0 years, male, white, stage:Stage IVA, alive, 1699 days	404.9
TCGA-CV-A6K1-01A	0 years, male, white, stage:Stage IVA, alive, 685 days	399.1
TCGA-HD-8224-01A	0 years, male, white, stage:Stage IVA, dead, 446 days	397.5
TCGA-QK-AA3K-01A	0 years, male, black or african american, stage:Stage IVA, alive, 253 days	396.2
TCGA-CV-5430-01A	0 years, male, white, stage:Stage IVA, alive, 4241 days	388.5
TCGA-UF-A7JD-01A	0 years, male, stage:Stage IVA, dead, 739 days	381.2
TCGA-BB-4223-01A	0 years, male, white, stage:Stage IVA, alive, 3221 days	380.7
TCGA-CN-A6V3-01A	0 years, male, white, stage:Stage IVA, alive, 742 days	379.2
TCGA-CV-5439-01A	0 years, male, white, stage:Stage IVA, dead, 546 days	378.4
TCGA-BA-4078-01A	0 years, male, white, stage:'--, dead, 276 days	373.3
TCGA-CN-4733-01A	0 years, male, white, stage:Stage III, alive, 1586 days	371.0
TCGA-RS-A6TP-01A	0 years, male, white, stage:Stage II, alive, 516 days	370.0
TCGA-CN-6017-01A	0 years, male, white, stage:Stage IVA, dead, 853 days	367.2
TCGA-QK-A6VB-01A	0 years, male, white, stage:Stage IVA, alive, 641 days	363.6
TCGA-BB-4225-01A	0 years, male, white, stage:'--, alive, 146 days	359.8
TCGA-TN-A7HI-01A	0 years, male, white, stage:Stage IVA, alive, 412 days	358.6
TCGA-D6-A6EP-01A	0 years, male, white, stage:Stage III, alive, 424 days	357.7
TCGA-BA-A4IF-01A	0 years, male, white, stage:'--, alive, 895 days	357.2
TCGA-P3-A6SW-01A	0 years, male, white, stage:Stage IVB, alive, 1120 days	357.2
TCGA-CN-5360-01A	0 years, male, white, stage:Stage IVA, alive, 2169 days	357.0
TCGA-QK-A8ZA-01A	0 years, male, black or african american, stage:'--, dead, 371 days	356.5
TCGA-CQ-A4C9-01A	0 years, male, stage:Stage III, alive, 707 days	355.7
TCGA-CR-6467-01A	0 years, male, white, stage:Stage III, alive, 1777 days	355.0
TCGA-CV-6441-01A	0 years, male, white, stage:Stage III, dead, 292 days	352.2
TCGA-CV-6935-01A	0 years, male, white, stage:Stage IVA, dead, 295 days	351.8
TCGA-CV-7254-01A	0 years, male, white, stage:Stage II, dead, 1459 days	346.8
TCGA-CN-4735-01A	0 years, male, white, stage:Stage IVA, alive, 1737 days	345.8
TCGA-CV-7178-01A	0 years, female, white, stage:Stage IVA, dead, 2166 days	343.5
TCGA-CN-A6V7-01A	0 years, male, white, stage:Stage IVA, alive, 594 days	341.6
TCGA-CR-6487-01A	0 years, male, white, stage:Stage I, alive, 234 days	337.1
TCGA-CN-6023-01A	0 years, male, white, stage:Stage IVA, alive, 1584 days	336.6
TCGA-CV-7101-01A	0 years, male, white, stage:Stage II, dead, 160 days	325.4
TCGA-CQ-6225-01A	0 years, male, white, stage:Stage III, dead, 403 days	324.5
TCGA-UF-A719-01A	0 years, male, stage:Stage II, alive, 1663 days	313.4
TCGA-CV-7235-01A	0 years, male, white, stage:Stage II, alive, 2347 days	312.3
TCGA-CN-6012-01A	0 years, male, white, stage:Stage IVA, alive, 1460 days	309.1
TCGA-CV-5435-01A	0 years, male, white, stage:Stage IVA, dead, 2319 days	308.1
TCGA-QK-A8Z7-01A	0 years, male, black or african american, stage:Stage IVA, alive, 392 days	308.1
TCGA-T2-A6X0-01A	0 years, male, white, stage:'--, alive, 216 days	306.1
TCGA-CQ-5332-01A	0 years, male, white, stage:Stage III, dead, 317 days	300.9
TCGA-P3-A6T6-01A	0 years, male, white, stage:Stage IVA, dead, 395 days	297.9
TCGA-CN-6992-01A	0 years, male, white, stage:Stage IVA, alive, 1066 days	296.2
TCGA-DQ-5629-01A	0 years, male, white, stage:'--, dead, 941 days	291.4
TCGA-D6-A6ES-01A	0 years, male, white, stage:Stage IVA, alive, 389 days	287.9
TCGA-CV-7261-01A	0 years, male, white, stage:Stage IVA, alive, 1512 days	286.3
TCGA-BA-6871-01A	0 years, male, white, stage:'--, dead, 108 days	284.1
TCGA-BB-4228-01A	0 years, male, white, stage:Stage III, alive, 559 days	281.7
TCGA-CV-7418-01A	0 years, male, black or african american, stage:Stage IVA, dead, 789 days	280.1
TCGA-UF-A71D-01A	0 years, female, white, stage:Stage IVA, alive, 1461 days	274.9
TCGA-D6-6827-01A	0 years, female, white, stage:Stage I, alive, 568 days	273.4
TCGA-CR-7370-01A	0 years, female, white, stage:'--, alive, 105 days	271.4
TCGA-CV-A45W-01A	0 years, male, white, stage:Stage II, dead, 1398 days	262.6
TCGA-BB-8601-01A	0 years, male, black or african american, stage:Stage III, alive, 624 days	261.5
TCGA-CV-7446-01A	0 years, male, white, stage:Stage IVA, dead, 1093 days	257.5
TCGA-CV-A6JM-01A	0 years, male, white, stage:'--, dead, 194 days	256.9
TCGA-CV-6962-01A	0 years, male, white, stage:Stage IVA, dead, 126 days	247.2
TCGA-KU-A6H8-01A	0 years, male, white, stage:Stage IVA, dead, 327 days	244.2
TCGA-CN-6997-01A	0 years, male, white, stage:Stage IVA, dead, 988 days	242.7
TCGA-CV-5440-01A	0 years, male, white, stage:Stage IVA, alive, 3270 days	234.4
TCGA-CQ-A4CI-01A	0 years, male, white, stage:Stage III, alive, 950 days	233.4
TCGA-CV-7440-01A	0 years, male, white, stage:Stage II, dead, 675 days	230.1
TCGA-KU-A66S-01A	0 years, female, white, stage:Stage III, dead, 406 days	225.1
TCGA-CV-6948-01A	0 years, female, white, stage:Stage IVB, dead, 1289 days	219.5
TCGA-CR-7374-01A	0 years, female, white, stage:'--, alive, 30 days	210.2
TCGA-HD-A634-01A	0 years, male, white, stage:Stage IVA, dead, 130 days	189.7
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HEAD AND NECK SQUAMOUS CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

183

Samples

Sample ID	Sample type	nRPX
CPT0177010003	Tumor	0.8
CPT0163720003	Normal	0.7
CPT0235460003	Tumor	0.7
CPT0194960003	Tumor	0.6
CPT0241980004	Tumor	0.6
CPT0163600003	Tumor	0.5
CPT0184530003	Tumor	0.5
CPT0236620003	Tumor	0.5
CPT0223450003	Tumor	0.5
CPT0008630003	Tumor	0.4
CPT0222360003	Tumor	0.4
CPT0169640003	Tumor	0.4
CPT0245600003	Tumor	0.4
CPT0245130003	Tumor	0.4
CPT0163480003	Tumor	0.4
CPT0024810003	Tumor	0.3
CPT0245730003	Tumor	0.3
CPT0163790003	Tumor	0.3
CPT0194420003	Tumor	0.3
CPT0011130005	Tumor	0.3
CPT0163800003	Normal	0.3
CPT0196210003	Tumor	0.2
CPT0194790003	Tumor	0.2
CPT0245550003	Tumor	0.2
CPT0094280004	Tumor	0.2
CPT0177200003	Tumor	0.2
CPT0207870004	Tumor	0.2
CPT0199710003	Normal	0.2
CPT0094560004	Tumor	0.2
CPT0261520003	Tumor	0.2
CPT0177390003	Tumor	0.2
CPT0245010003	Tumor	0.2
CPT0248330003	Tumor	0.2
CPT0011290003	Tumor	0.2
CPT0226270003	Normal	0.2
C3N-04275-05	Normal	0.1
CPT0177220003	Normal	0.1
CPT0243090003	Tumor	0.1
CPT0169740004	Normal	0.1
CPT0163740003	Tumor	0.1
CPT0163430003	Normal	0.1
CPT0163610003	Normal	0.1
CPT0244940004	Tumor	0.1
CPT0088060004	Tumor	0.1
CPT0246620003	Tumor	0.1
CPT0008960003	Normal	0.1
CPT0163240003	Tumor	0.1
CPT0245180003	Tumor	0.1
CPT0190860003	Normal	0.1
CPT0194800003	Normal	0.1
CPT0095040003	Tumor	0.1
CPT0013210004	Tumor	0.1
CPT0237620004	Tumor	0.1
CPT0244890004	Tumor	0.1
C3N-04279-05	Normal	0.1
C3N-00295-05	Normal	0.0
CPT0123260003	Tumor	0.0
CPT0013030003	Normal	0.0
CPT0088410003	Tumor	0.0
CPT0220610003	Tumor	0.0
CPT0094580003	Normal	0.0
CPT0245300003	Tumor	0.0
CPT0011320003	Normal	0.0
CPT0176770003	Tumor	0.0
CPT0163410003	Tumor	0.0
CPT0008930003	Tumor	0.0
CPT0237500003	Normal	0.0
CPT0246670003	Tumor	0.0
CPT0169890003	Tumor	0.0
CPT0013130003	Tumor	0.0
CPT0088010003	Normal	0.0
CPT0248520003	Tumor	0.0
CPT0223460003	Normal	-0.1
CPT0013430003	Tumor	-0.1
C3N-02693-06	Normal	-0.1
CPT0237640003	Normal	-0.1
CPT0245400003	Tumor	-0.1
CPT0162890003	Tumor	-0.1
CPT0235920003	Normal	-0.1
C3N-01859-04	Normal	-0.1
CPT0084650004	Normal	-0.1
CPT0163490003	Normal	-0.1
CPT0008520008	Tumor	-0.1
CPT0220620003	Normal	-0.1
CPT0236870003	Normal	-0.1
CPT0088080003	Normal	-0.1
CPT0245460003	Normal	-0.1
C3N-01758-04	Normal	-0.1
CPT0195860003	Tumor	-0.1
CPT0245020003	Normal	-0.1
CPT0163650003	Tumor	-0.1
CPT0169730003	Tumor	-0.1
C3N-01620-05	Normal	-0.1
CPT0201830004	Tumor	-0.1
CPT0177710003	Tumor	-0.1
CPT0281470002	Normal	-0.1
C3N-04276-06	Normal	-0.2
CPT0226440003	Tumor	-0.2
CPT0163170003	Normal	-0.2
CPT0226450003	Normal	-0.2
CPT0013250003	Normal	-0.2
CPT0278700002	Normal	-0.2
CPT0236850004	Tumor	-0.2
CPT0163340003	Tumor	-0.2
CPT0245410003	Normal	-0.2
CPT0088430003	Normal	-0.2
CPT0237480004	Tumor	-0.2
CPT0087820003	Tumor	-0.2
C3N-00857-05	Normal	-0.2
CPT0196040003	Tumor	-0.2
CPT0087990003	Tumor	-0.2
CPT0245450003	Tumor	-0.2
CPT0194250003	Tumor	-0.2
CPT0248350003	Normal	-0.3
CPT0194260003	Normal	-0.3
CPT0163860003	Normal	-0.3
CPT0226090003	Normal	-0.3
CPT0163530003	Tumor	-0.3
CPT0242000004	Normal	-0.3
CPT0235470002	Normal	-0.3
CPT0163910003	Tumor	-0.3
CPT0013460003	Normal	-0.3
CPT0223970003	Tumor	-0.3
CPT0199890003	Normal	-0.3
CPT0196060003	Normal	-0.3
CPT0162990004	Tumor	-0.3
CPT0245560003	Normal	-0.3
CPT0226390003	Tumor	-0.3
CPT0199830003	Normal	-0.3
CPT0245140003	Normal	-0.4
CPT0237130004	Tumor	-0.4
CPT0163840003	Tumor	-0.4
CPT0123180003	Tumor	-0.4
CPT0236640003	Normal	-0.4
CPT0245500003	Tumor	-0.4
CPT0199820003	Tumor	-0.4
CPT0163250003	Normal	-0.4
CPT0199880003	Tumor	-0.4
CPT0199700003	Tumor	-0.4
CPT0226350003	Normal	-0.4
CPT0256560003	Tumor	-0.4
CPT0226030003	Tumor	-0.4
CPT0222200003	Normal	-0.4
CPT0246540003	Tumor	-0.4
CPT0226130003	Tumor	-0.5
CPT0084630009	Tumor	-0.5
CPT0094350004	Tumor	-0.5
CPT0237150003	Normal	-0.5
CPT0195880003	Normal	-0.5
CPT0123190003	Normal	-0.5
CPT0169920003	Normal	-0.5
CPT0243140004	Normal	-0.5
CPT0094420004	Tumor	-0.5
CPT0245060004	Tumor	-0.5
CPT0226250004	Tumor	-0.5
CPT0013000004	Tumor	-0.5
CPT0190850003	Tumor	-0.6
CPT0163090003	Tumor	-0.6
CPT0250310003	Tumor	-0.6
CPT0245630003	Tumor	-0.6
CPT0235910003	Tumor	-0.6
CPT0163020003	Normal	-0.6
CPT0222180003	Tumor	-0.6
CPT0245190003	Normal	-0.7
CPT0094490004	Tumor	-0.7
CPT0245680003	Tumor	-0.7
CPT0201860004	Normal	-0.7
CPT0226400003	Normal	-0.7
CPT0162940003	Tumor	-0.7
CPT0123280003	Normal	-0.7
CPT0195700003	Normal	-0.8
CPT0245350003	Tumor	-0.8
CPT0127050003	Tumor	-0.8
CPT0163160003	Tumor	-0.9
CPT0229220002	Normal	-0.9
CPT0246590003	Tumor	-0.9
CPT0245230004	Tumor	-0.9
CPT0226340003	Tumor	-1.2
CPT0195680003	Tumor	-1.5
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 HPA030848
Staining
High
Medium
Low
Not detected
Intensity
Strong
Moderate
Weak
Negative
Quantity
>75%
75%-25%
<25%
None
Location
Nuclear
Cytoplasmic/membranous
Cytoplasmic/membranous,nuclear
None
Squamous cell carcinoma, NOS
Squamous cell carcinoma, NOS Squamous cell carcinoma, metastatic, NOS
Adenocarcinoma, NOS