Expression of TGFBI 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

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 281.23

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

561.7

Number of samples

492

Samples

Sample	Description	TPM
TCGA-P3-A5QA-01A	0 years, male, stage:Stage I, alive, 2182 days	6122.6
TCGA-CQ-A4C7-01A	0 years, male, white, stage:Stage III, dead, 353 days	5280.4
TCGA-CV-7102-01A	0 years, female, white, stage:Stage IVA, dead, 56 days	4945.7
TCGA-D6-6517-01A	0 years, male, white, stage:Stage III, alive, 292 days	4583.4
TCGA-QK-AA3K-01A	0 years, male, black or african american, stage:Stage IVA, alive, 253 days	3965.4
TCGA-CV-A6JD-01A	0 years, female, white, stage:'--, dead, 182 days	3806.0
TCGA-DQ-5624-01A	0 years, female, white, stage:'--, alive, 1778 days	3590.7
TCGA-HD-7229-01A	0 years, male, white, stage:Stage IVA, alive, 1027 days	2978.8
TCGA-CQ-6224-01A	0 years, male, white, stage:Stage IVA, alive, 1721 days	2507.1
TCGA-CR-7382-01A	0 years, male, white, stage:Stage IVA, alive, 796 days	2390.1
TCGA-BA-A6DG-01A	0 years, male, white, stage:'--, dead, 69 days	2361.4
TCGA-CQ-5330-01A	0 years, female, white, stage:Stage IVA, alive, 1897 days	2263.8
TCGA-CQ-7069-01A	0 years, female, white, stage:Stage II, alive, 1274 days	2255.6
TCGA-P3-A6T8-01A	0 years, male, white, stage:Stage IVA, alive, 400 days	2114.4
TCGA-F7-8298-01A	0 years, male, white, stage:Stage I, alive, 995 days	2081.5
TCGA-HL-7533-01A	0 years, male, white, stage:'--, alive, 1057 days	2073.7
TCGA-CN-5363-01A	0 years, male, black or african american, stage:Stage IVB, dead, 253 days	2043.5
TCGA-D6-A6EQ-01A	0 years, male, white, stage:Stage IVA, alive, 368 days	1938.2
TCGA-CV-6945-01A	0 years, male, white, stage:Stage IVA, dead, 366 days	1914.0
TCGA-CQ-6221-01A	0 years, male, white, stage:'--, alive, 1000 days	1858.0
TCGA-QK-A6IG-01A	0 years, male, white, stage:Stage III, dead, 222 days	1848.8
TCGA-P3-A6SX-01A	0 years, male, white, stage:Stage III, dead, 1430 days	1826.8
TCGA-BA-6872-01A	0 years, male, white, stage:'--, dead, 384 days	1809.2
TCGA-HD-7831-01A	0 years, male, white, stage:Stage IVA, alive, 667 days	1805.8
TCGA-UF-A7JV-01A	0 years, female, white, stage:Stage IVA, dead, 90 days	1729.6
TCGA-CV-7423-01A	0 years, male, white, stage:Stage II, dead, 3059 days	1724.0
TCGA-CV-6003-01A	0 years, female, white, stage:Stage III, alive, 1665 days	1646.4
TCGA-BA-6873-01A	0 years, male, white, stage:Stage IVA, alive, 122 days	1635.2
TCGA-CV-6934-01A	0 years, female, white, stage:Stage IVA, dead, 65 days	1609.3
TCGA-CR-7377-01A	0 years, male, white, stage:Stage IVA, dead, 279 days	1603.6
TCGA-CV-6937-01A	0 years, male, white, stage:Stage II, dead, 624 days	1589.7
TCGA-CQ-7072-01A	0 years, male, white, stage:Stage II, alive, 2359 days	1585.2
TCGA-IQ-A61O-01A	0 years, male, white, stage:Stage IVA, dead, 421 days	1523.3
TCGA-F7-A50J-01A	0 years, female, white, stage:Stage III, alive, 947 days	1506.6
TCGA-F7-A61S-01A	0 years, male, white, stage:Stage III, alive, 576 days	1499.2
TCGA-CQ-5333-01A	0 years, male, white, stage:Stage II, dead, 341 days	1492.4
TCGA-DQ-5631-01A	0 years, male, white, stage:'--, dead, 548 days	1483.6
TCGA-CV-A6JT-01A	0 years, male, white, stage:Stage II, alive, 852 days	1444.7
TCGA-CV-7407-01A	0 years, female, white, stage:Stage II, dead, 1081 days	1436.6
TCGA-CV-6952-01A	0 years, female, white, stage:Stage IVA, dead, 185 days	1418.6
TCGA-CR-6477-01A	0 years, female, white, stage:'--, alive, 514 days	1412.5
TCGA-CV-7090-01A	0 years, male, white, stage:Stage II, alive, 5252 days	1398.9
TCGA-F7-8489-01A	0 years, male, white, stage:Stage II, alive, 658 days	1385.9
TCGA-CN-6011-01A	0 years, male, white, stage:Stage IVA, alive, 933 days	1357.0
TCGA-CV-A6JN-01A	0 years, male, white, stage:'--, alive, 906 days	1355.3
TCGA-P3-A6T0-01A	0 years, female, white, stage:Stage IVA, alive, 578 days	1343.1
TCGA-CV-5966-01A	0 years, female, white, stage:Stage IVA, dead, 545 days	1342.6
TCGA-QK-A64Z-01A	0 years, female, white, stage:Stage IVA, dead, 641 days	1333.0
TCGA-MT-A51X-01A	0 years, male, white, stage:Stage IVA, alive, 242 days	1330.5
TCGA-CQ-A4C6-01A	0 years, male, asian, stage:Stage II, alive, 1353 days	1319.8
TCGA-P3-A6T7-01A	0 years, male, white, stage:Stage IVA, dead, 487 days	1313.3
TCGA-CQ-A4CD-01A	0 years, male, white, stage:Stage IVA, alive, 1022 days	1291.7
TCGA-CR-7386-01A	0 years, male, white, stage:Stage IVA, alive, 1430 days	1289.3
TCGA-UF-A7JT-01A	0 years, female, white, stage:Stage IVA, dead, 993 days	1284.8
TCGA-CR-6474-01A	0 years, male, white, stage:Stage IVA, dead, 564 days	1266.5
TCGA-CV-5444-01A	0 years, male, black or african american, stage:Stage IVA, alive, 2437 days	1263.5
TCGA-CN-A6V3-01A	0 years, male, white, stage:Stage IVA, alive, 742 days	1255.2
TCGA-CV-6942-01A	0 years, female, white, stage:Stage II, alive, 4282 days	1218.6
TCGA-CQ-5326-01A	0 years, male, white, stage:Stage IVA, dead, 89 days	1211.3
TCGA-CN-5366-01A	0 years, male, white, stage:Stage IVA, dead, 360 days	1207.9
TCGA-CV-5976-01A	0 years, male, white, stage:Stage IVA, alive, 1478 days	1194.7
TCGA-DQ-5630-01A	0 years, male, white, stage:'--, alive, 1030 days	1193.6
TCGA-CV-7238-01A	0 years, female, white, stage:Stage II, alive, 2727 days	1177.8
TCGA-CV-7095-01A	0 years, female, stage:Stage II, dead, 572 days	1170.3
TCGA-T2-A6WZ-01A	0 years, male, white, stage:'--, dead, 484 days	1169.1
TCGA-CR-7383-01A	0 years, female, white, stage:Stage I, dead, 521 days	1167.4
TCGA-DQ-7588-01A	0 years, male, white, stage:'--, dead, 427 days	1159.2
TCGA-UF-A718-01A	0 years, male, white, stage:Stage IVA, alive, 1971 days	1133.6
TCGA-UF-A7JK-01A	0 years, male, stage:Stage IVA, dead, 424 days	1121.7
TCGA-CV-5979-01A	0 years, male, white, stage:Stage IVA, alive, 1315 days	1119.3
TCGA-CV-7236-01A	0 years, female, white, stage:Stage IVA, dead, 144 days	1094.6
TCGA-CV-7440-01A	0 years, male, white, stage:Stage II, dead, 675 days	1090.3
TCGA-CV-A6K2-01A	0 years, male, white, stage:Stage IVA, dead, 317 days	1084.4
TCGA-RS-A6TO-01A	0 years, female, white, stage:Stage IVA, dead, 387 days	1075.4
TCGA-D6-8569-01A	0 years, male, white, stage:Stage II, alive, 770 days	1071.9
TCGA-CV-7178-01A	0 years, female, white, stage:Stage IVA, dead, 2166 days	1065.3
TCGA-CR-7373-01A	0 years, male, white, stage:Stage IVA, alive, 889 days	1056.5
TCGA-P3-A6T3-01A	0 years, male, white, stage:Stage IVA, dead, 577 days	1054.2
TCGA-BB-A5HU-01A	0 years, male, white, stage:Stage IVA, alive, 782 days	1052.2
TCGA-CN-5361-01A	0 years, male, white, stage:Stage IVA, dead, 2120 days	1046.5
TCGA-IQ-A6SH-01A	0 years, male, black or african american, stage:Stage III, alive, 471 days	1037.1
TCGA-CV-7247-01A	0 years, male, white, stage:Stage III, dead, 577 days	1035.7
TCGA-HD-7753-01A	0 years, male, black or african american, stage:Stage I, alive, 866 days	1030.8
TCGA-CV-A464-01A	0 years, male, white, stage:Stage III, alive, 1722 days	1027.7
TCGA-CN-6018-01A	0 years, female, white, stage:Stage IVA, dead, 580 days	1018.8
TCGA-P3-A5Q6-01A	0 years, male, white, stage:Stage IVA, dead, 480 days	1014.6
TCGA-CV-7413-01A	0 years, female, white, stage:Stage II, dead, 294 days	1011.5
TCGA-CV-7429-01A	0 years, male, white, stage:Stage IVA, dead, 107 days	1002.4
TCGA-CV-7428-01A	0 years, male, white, stage:Stage IVA, dead, 1671 days	997.5
TCGA-CR-7380-01A	0 years, male, white, stage:Stage IVB, dead, 606 days	994.9
TCGA-P3-A6T5-01A	0 years, female, white, stage:Stage IVA, dead, 882 days	978.2
TCGA-CV-7255-01A	0 years, female, white, stage:Stage IVA, dead, 64 days	975.5
TCGA-D6-8568-01A	0 years, male, white, stage:Stage II, alive, 759 days	974.8
TCGA-CR-7401-01A	0 years, male, white, stage:Stage I, alive, 1077 days	954.4
TCGA-T2-A6WX-01A	0 years, female, white, stage:'--, dead, 209 days	951.0
TCGA-CV-6950-01A	0 years, male, white, stage:Stage IVA, dead, 459 days	950.7
TCGA-D6-6826-01A	0 years, female, white, stage:Stage IVA, dead, 348 days	949.5
TCGA-WA-A7H4-01A	0 years, male, white, stage:Stage II, alive, 443 days	948.5
TCGA-IQ-7630-01A	0 years, male, white, stage:Stage II, alive, 485 days	944.6
TCGA-QK-A6IH-01A	0 years, female, white, stage:Stage IVB, alive, 653 days	924.8
TCGA-CN-5370-01A	0 years, male, white, stage:Stage III, dead, 259 days	890.6
TCGA-C9-A47Z-01A	0 years, female, asian, stage:Stage III, dead, 191 days	884.5
TCGA-CQ-5329-01A	0 years, female, white, stage:Stage II, alive, 2143 days	881.1
TCGA-CV-A45U-01A	0 years, male, white, stage:Stage IVA, dead, 1079 days	874.2
TCGA-CQ-A4CG-01A	0 years, female, white, stage:Stage III, dead, 430 days	866.1
TCGA-CV-7104-01A	0 years, female, white, stage:Stage IVA, dead, 393 days	860.7
TCGA-BA-5557-01A	0 years, female, stage:Stage III, alive, 623 days	857.2
TCGA-CN-5367-01A	0 years, female, white, stage:Stage IVA, dead, 352 days	837.5
TCGA-CQ-5327-01A	0 years, female, asian, stage:Stage IVA, alive, 1660 days	837.2
TCGA-CN-A49A-01A	0 years, male, white, stage:Stage IVB, dead, 526 days	833.0
TCGA-CN-A498-01A	0 years, female, white, stage:Stage III, dead, 773 days	819.5
TCGA-BA-A4IF-01A	0 years, male, white, stage:'--, alive, 895 days	813.7
TCGA-CV-6935-01A	0 years, male, white, stage:Stage IVA, dead, 295 days	812.8
TCGA-DQ-7592-01A	0 years, male, american indian or alaska native, stage:'--, alive, 1143 days	807.2
TCGA-CN-5365-01A	0 years, male, white, stage:Stage IVB, dead, 351 days	806.4
TCGA-H7-8502-01A	0 years, male, white, stage:Stage IVA, alive, 458 days	804.9
TCGA-CV-7415-01A	0 years, male, white, stage:Stage IVA, dead, 695 days	800.9
TCGA-D6-6825-01A	0 years, male, white, stage:Stage I, alive, 491 days	788.8
TCGA-T3-A92M-01A	0 years, male, black or african american, stage:Stage IVA, alive, 417 days	781.4
TCGA-CN-4734-01A	0 years, male, white, stage:Stage II, alive, 1690 days	761.7
TCGA-HD-8635-01A	0 years, female, white, stage:Stage III, alive, 695 days	756.5
TCGA-D6-A4Z9-01A	0 years, male, white, stage:Stage IVA, alive, 539 days	749.3
TCGA-BA-4074-01A	0 years, male, white, stage:Stage IVA, dead, 462 days	744.7
TCGA-CN-6998-01A	0 years, male, white, stage:Stage IVA, dead, 357 days	744.6
TCGA-BA-6870-01A	0 years, female, black or african american, stage:'--, dead, 451 days	739.4
TCGA-CQ-7068-01A	0 years, female, white, stage:Stage II, alive, 1309 days	722.5
TCGA-CR-7397-01A	0 years, male, white, stage:Stage IVA, alive, 754 days	714.2
TCGA-CN-4725-01A	0 years, male, white, stage:Stage II, alive, 1157 days	713.6
TCGA-CV-7416-01A	0 years, female, white, stage:Stage IVA, dead, 763 days	685.5
TCGA-KU-A66T-01A	0 years, female, white, stage:Stage IVA, alive, 552 days	683.7
TCGA-BB-8596-01A	0 years, female, white, stage:Stage IVA, alive, 2161 days	683.2
TCGA-IQ-A61E-01A	0 years, female, white, stage:Stage III, alive, 1147 days	681.1
TCGA-CQ-6227-01A	0 years, male, white, stage:Stage IVA, dead, 129 days	669.5
TCGA-CN-4737-01A	0 years, male, white, stage:Stage IVA, alive, 625 days	650.6
TCGA-CV-6961-01A	0 years, male, white, stage:Stage II, dead, 76 days	647.9
TCGA-CQ-5334-01A	0 years, male, white, stage:Stage IVA, dead, 129 days	638.4
TCGA-CR-6493-01A	0 years, male, black or african american, stage:Stage IVA, dead, 282 days	635.2
TCGA-CN-6994-01A	0 years, male, white, stage:Stage IVA, alive, 1183 days	631.1
TCGA-UF-A7J9-01A	0 years, male, white, stage:Stage IVA, alive, 1358 days	626.3
TCGA-CN-6022-01A	0 years, male, white, stage:Stage IVA, dead, 281 days	625.6
TCGA-CV-7434-01A	0 years, male, white, stage:Stage IVA, dead, 218 days	617.6
TCGA-CV-7410-01A	0 years, male, white, stage:Stage III, dead, 6417 days	616.7
TCGA-CR-7379-01A	0 years, female, white, stage:Stage IVA, alive, 1036 days	612.5
TCGA-4P-AA8J-01A	0 years, male, black or african american, stage:Stage IVA, alive, 102 days	610.5
TCGA-CV-7235-01A	0 years, male, white, stage:Stage II, alive, 2347 days	608.1
TCGA-CV-A6JZ-01A	0 years, male, white, stage:Stage II, alive, 714 days	605.7
TCGA-CV-7438-01A	0 years, female, white, stage:Stage I, dead, 194 days	599.2
TCGA-CV-7433-01A	0 years, male, white, stage:Stage IVA, dead, 601 days	594.3
TCGA-CV-A45T-01A	0 years, female, white, stage:'--, dead, 4856 days	593.7
TCGA-UF-A7JD-01A	0 years, male, stage:Stage IVA, dead, 739 days	590.3
TCGA-CV-7091-01A	0 years, male, white, stage:Stage I, alive, 3381 days	589.0
TCGA-CV-5977-01A	0 years, male, white, stage:Stage IVA, alive, 1840 days	586.8
TCGA-CN-4726-01A	0 years, male, white, stage:Stage IVA, dead, 142 days	584.8
TCGA-CV-6959-01A	0 years, male, white, stage:Stage III, dead, 256 days	581.5
TCGA-H7-8501-01A	0 years, male, white, stage:Stage IVA, alive, 461 days	579.4
TCGA-CQ-A4CB-01A	0 years, male, stage:Stage III, alive, 893 days	572.9
TCGA-CN-6996-01A	0 years, female, white, stage:Stage IVA, dead, 530 days	566.4
TCGA-CR-6488-01A	0 years, female, white, stage:Stage II, alive, 379 days	564.3
TCGA-QK-A6IJ-01A	0 years, male, white, stage:Stage III, alive, 387 days	553.8
TCGA-CR-7392-01A	0 years, female, white, stage:Stage IVA, alive, 1425 days	552.5
TCGA-BA-4075-01A	0 years, male, black or african american, stage:Stage III, dead, 283 days	549.0
TCGA-D6-A4ZB-01A	0 years, male, white, stage:Stage III, alive, 376 days	539.8
TCGA-BA-4078-01A	0 years, male, white, stage:'--, dead, 276 days	539.5
TCGA-CN-6016-01A	0 years, male, white, stage:Stage IVA, alive, 1443 days	534.0
TCGA-CN-4738-01A	0 years, male, white, stage:Stage IVA, dead, 436 days	533.3
TCGA-T2-A6X2-01A	0 years, male, white, stage:Stage III, alive, 987 days	528.6
TCGA-CN-A642-01A	0 years, male, white, stage:Stage IVB, dead, 82 days	526.9
TCGA-CV-7568-01A	0 years, female, white, stage:Stage IVA, dead, 927 days	526.9
TCGA-CV-7435-01A	0 years, female, white, stage:Stage IVA, dead, 4680 days	524.2
TCGA-CR-7395-01A	0 years, female, white, stage:Stage II, alive, 930 days	523.9
TCGA-CQ-6218-01A	0 years, female, white, stage:Stage IVA, alive, 1253 days	521.0
TCGA-CV-6940-01A	0 years, female, white, stage:Stage III, dead, 804 days	517.9
TCGA-P3-A6T2-01A	0 years, male, white, stage:Stage IVA, alive, 2298 days	517.9
TCGA-CN-6989-01A	0 years, male, white, stage:Stage IVA, dead, 980 days	511.6
TCGA-CN-5355-01A	0 years, male, black or african american, stage:Stage IVA, alive, 1278 days	509.5
TCGA-BB-A6UO-01A	0 years, female, white, stage:Stage IVA, dead, 268 days	508.7
TCGA-CR-5247-01A	0 years, male, black or african american, stage:'--, alive, 358 days	506.8
TCGA-F7-A61W-01A	0 years, male, asian, stage:Stage IVA, alive, 14 days	502.3
TCGA-CN-4728-01A	0 years, male, white, stage:Stage IVA, alive, 1724 days	491.3
TCGA-CQ-6229-01A	0 years, male, white, stage:Stage II, alive, 1179 days	489.2
TCGA-UP-A6WW-01A	0 years, male, white, stage:'--, alive, 518 days	485.6
TCGA-CV-6941-01A	0 years, male, white, stage:Stage III, dead, 342 days	484.2
TCGA-DQ-5625-01A	0 years, female, white, stage:'--, dead, 1133 days	482.5
TCGA-CV-7245-01A	0 years, male, white, stage:Stage IVA, alive, 797 days	482.3
TCGA-CV-7100-01A	0 years, male, white, stage:Stage III, dead, 274 days	482.1
TCGA-CN-A63V-01A	0 years, male, white, stage:Stage IVA, alive, 679 days	481.6
TCGA-CV-5971-01A	0 years, male, white, stage:Stage IVA, alive, 701 days	474.0
TCGA-CQ-7063-01A	0 years, female, white, stage:Stage I, alive, 2133 days	472.7
TCGA-F7-A61V-01A	0 years, male, white, stage:Stage II, alive, 759 days	466.9
TCGA-CV-7097-01A	0 years, male, white, stage:Stage II, dead, 385 days	466.2
TCGA-CN-5359-01A	0 years, male, white, stage:Stage IVA, dead, 377 days	465.2
TCGA-UF-A7JA-01A	0 years, female, white, stage:Stage IVA, alive, 2265 days	459.2
TCGA-CN-A49B-01A	0 years, male, white, stage:Stage III, alive, 904 days	458.4
TCGA-UF-A7JJ-01A	0 years, male, stage:Stage IVA, alive, 549 days	458.4
TCGA-IQ-A61J-01A	0 years, male, white, stage:Stage IVA, alive, 1021 days	453.8
TCGA-CV-5970-01A	0 years, male, white, stage:Stage IVA, dead, 406 days	452.7
TCGA-BA-5556-01A	0 years, female, white, stage:Stage II, alive, 725 days	452.2
TCGA-IQ-A61G-01A	0 years, male, white, stage:Stage IVA, alive, 360 days	448.3
TCGA-CN-4742-01A	0 years, female, white, stage:Stage IVA, dead, 397 days	446.6
TCGA-CN-4736-01A	0 years, female, white, stage:'--, dead, 395 days	443.8
TCGA-CQ-A4CH-01A	0 years, male, asian, stage:Stage II, dead, 379 days	443.1
TCGA-H7-A6C4-01A	0 years, female, white, stage:Stage IVA, dead, 414 days	442.8
TCGA-D6-6823-01A	0 years, male, white, stage:Stage II, alive, 701 days	442.4
TCGA-CN-4723-01A	0 years, male, white, stage:Stage IVA, alive, 1699 days	437.4
TCGA-CQ-6219-01A	0 years, female, white, stage:Stage IVA, dead, 479 days	434.1
TCGA-CV-7099-01A	0 years, female, white, stage:Stage II, dead, 243 days	427.8
TCGA-BA-4076-01A	0 years, male, white, stage:'--, dead, 415 days	422.4
TCGA-CV-6938-01A	0 years, male, white, stage:Stage II, dead, 144 days	421.0
TCGA-CV-5439-01A	0 years, male, white, stage:Stage IVA, dead, 546 days	420.3
TCGA-QK-A8ZA-01A	0 years, male, black or african american, stage:'--, dead, 371 days	417.0
TCGA-CV-A6JE-01A	0 years, male, white, stage:'--, alive, 1075 days	414.8
TCGA-MT-A51W-01A	0 years, female, white, stage:Stage I, alive, 437 days	404.0
TCGA-HD-8634-01A	0 years, female, white, stage:Stage I, dead, 385 days	401.0
TCGA-CR-7390-01A	0 years, male, white, stage:Stage IVA, alive, 1508 days	398.7
TCGA-CV-7263-01A	0 years, male, black or african american, stage:Stage II, dead, 560 days	395.3
TCGA-BA-5152-01A	0 years, male, white, stage:Stage IVA, alive, 1288 days	391.2
TCGA-TN-A7HJ-01A	0 years, male, white, stage:Stage IVA, alive, 403 days	391.1
TCGA-CQ-5325-01A	0 years, male, white, stage:Stage I, dead, 654 days	388.6
TCGA-CV-A45Y-01A	0 years, male, american indian or alaska native, stage:Stage IVA, dead, 2703 days	387.0
TCGA-CV-6933-01A	0 years, male, white, stage:Stage III, dead, 2741 days	383.0
TCGA-CR-6471-01A	0 years, male, white, stage:Stage IVA, dead, 1202 days	375.7
TCGA-CR-7376-01A	0 years, male, white, stage:Stage III, alive, 972 days	375.5
TCGA-CN-5373-01A	0 years, female, white, stage:Stage I, alive, 1584 days	367.9
TCGA-CV-7437-01A	0 years, male, stage:Stage II, dead, 506 days	366.2
TCGA-HD-7832-01A	0 years, male, white, stage:Stage IVA, alive, 836 days	365.7
TCGA-CR-6484-01A	0 years, female, asian, stage:Stage IVA, alive, 354 days	358.0
TCGA-CN-6995-01A	0 years, male, white, stage:Stage IVA, dead, 112 days	357.7
TCGA-CN-5374-01A	0 years, female, white, stage:Stage IVA, dead, 1732 days	356.6
TCGA-CV-7421-01A	0 years, male, white, stage:Stage IVA, dead, 2 days	356.3
TCGA-BA-A6DJ-01A	0 years, male, asian, stage:Stage IVA, dead, 407 days	352.6
TCGA-BA-7269-01A	0 years, male, white, stage:Stage III, alive, 1273 days	349.2
TCGA-MT-A67F-01A	0 years, female, white, stage:Stage IVA, alive, 384 days	349.1
TCGA-CR-6491-01A	0 years, male, black or african american, stage:Stage IVA, alive, 693 days	344.0
TCGA-UF-A71B-01A	0 years, male, white, stage:Stage IVA, alive, 1506 days	341.2
TCGA-CV-5978-01A	0 years, female, black or african american, stage:Stage IVB, dead, 215 days	341.2
TCGA-CN-5358-01A	0 years, male, white, stage:Stage II, dead, 261 days	338.4
TCGA-CQ-7065-01A	0 years, male, asian, stage:Stage II, alive, 1628 days	336.9
TCGA-CN-5369-01A	0 years, female, white, stage:Stage IVA, dead, 1 days	333.9
TCGA-CV-5440-01A	0 years, male, white, stage:Stage IVA, alive, 3270 days	332.8
TCGA-HD-A4C1-01A	0 years, female, black or african american, stage:Stage IVA, alive, 11 days	332.0
TCGA-CN-A63T-01A	0 years, male, white, stage:Stage IVA, alive, 225 days	327.3
TCGA-CV-7252-01A	0 years, female, black or african american, stage:Stage IVA, dead, 151 days	326.6
TCGA-CR-7367-01A	0 years, male, white, stage:Stage IVA, alive, 1440 days	325.9
TCGA-CN-6019-01A	0 years, male, white, stage:Stage IVA, alive, 1038 days	324.1
TCGA-F7-A620-01A	0 years, male, white, stage:Stage III, alive, 543 days	322.8
TCGA-F7-A50I-01A	0 years, male, white, stage:Stage IVA, alive, 92 days	317.4
TCGA-CR-6478-01A	0 years, female, white, stage:'--, dead, 183 days	314.8
TCGA-CV-7177-01A	0 years, female, white, stage:Stage II, dead, 663 days	310.0
TCGA-HD-A6HZ-01A	0 years, female, white, stage:Stage III, alive, 111 days	309.5
TCGA-CQ-6220-01A	0 years, male, white, stage:Stage III, dead, 985 days	304.2
TCGA-CV-6951-01A	0 years, male, white, stage:Stage IVA, dead, 915 days	303.5
TCGA-P3-A6T4-01A	0 years, male, white, stage:Stage IVA, dead, 62 days	301.0
TCGA-CV-A45X-01A	0 years, male, white, stage:Stage IVA, dead, 198 days	300.0
TCGA-CN-6013-01A	0 years, male, white, stage:Stage IVA, dead, 727 days	297.6
TCGA-CV-7427-01A	0 years, female, white, stage:Stage II, dead, 4760 days	297.4
TCGA-F7-A622-01A	0 years, male, white, stage:Stage III, dead, 359 days	297.1
TCGA-F7-A50G-01A	0 years, male, white, stage:Stage III, alive, 616 days	296.1
TCGA-CV-A6JM-01A	0 years, male, white, stage:'--, dead, 194 days	295.6
TCGA-CR-7365-01A	0 years, male, white, stage:Stage IVA, alive, 1191 days	295.1
TCGA-CN-A63W-01A	0 years, female, white, stage:Stage IVA, dead, 377 days	293.6
TCGA-CV-5434-01A	0 years, male, black or african american, stage:Stage IVA, dead, 3314 days	293.4
TCGA-CV-6960-01A	0 years, male, black or african american, stage:Stage III, dead, 862 days	290.0
TCGA-HD-A633-01A	0 years, male, white, stage:Stage IVA, alive, 421 days	289.5
TCGA-CV-5436-01A	0 years, male, stage:Stage IVA, dead, 584 days	288.9
TCGA-CN-4735-01A	0 years, male, white, stage:Stage IVA, alive, 1737 days	288.8
TCGA-CN-6024-01A	0 years, male, white, stage:Stage IVA, dead, 337 days	286.2
TCGA-CV-A465-01A	0 years, male, white, stage:Stage III, dead, 215 days	283.2
TCGA-CR-7369-01A	0 years, male, white, stage:Stage IVA, dead, 1090 days	282.2
TCGA-CN-4730-01A	0 years, male, white, stage:Stage IVA, alive, 817 days	280.3
TCGA-CN-4733-01A	0 years, male, white, stage:Stage III, alive, 1586 days	280.0
TCGA-D6-A6EN-01A	0 years, male, white, stage:Stage III, alive, 687 days	278.9
TCGA-MZ-A7D7-01A	0 years, male, white, stage:Stage IVA, alive, 547 days	274.8
TCGA-BB-4223-01A	0 years, male, white, stage:Stage IVA, alive, 3221 days	273.6
TCGA-CR-7393-01A	0 years, male, white, stage:Stage III, alive, 993 days	272.1
TCGA-D6-6515-01A	0 years, female, white, stage:Stage II, dead, 403 days	269.7
TCGA-CV-5432-01A	0 years, male, white, stage:Stage III, alive, 3930 days	267.4
TCGA-BB-4227-01A	0 years, male, white, stage:Stage IVA, alive, 134 days	266.1
TCGA-CN-5356-01A	0 years, male, white, stage:Stage III, alive, 1409 days	259.6
TCGA-CR-6492-01A	0 years, male, white, stage:Stage III, alive, 479 days	257.1
TCGA-CN-4729-01A	0 years, male, white, stage:Stage III, alive, 392 days	256.2
TCGA-CV-7103-01A	0 years, male, white, stage:Stage IVA, dead, 1591 days	254.3
TCGA-CV-7425-01A	0 years, female, white, stage:Stage III, dead, 1718 days	254.3
TCGA-QK-A652-01A	0 years, male, white, stage:Stage III, alive, 645 days	253.3
TCGA-CR-7372-01A	0 years, male, white, stage:Stage I, alive, 759 days	252.6
TCGA-CV-6954-01A	0 years, male, black or african american, stage:Stage IVA, dead, 2002 days	250.2
TCGA-CV-6436-01A	0 years, male, white, stage:Stage IVA, alive, 1899 days	250.0
TCGA-UF-A71A-01A	0 years, male, white, stage:Stage IVA, dead, 86 days	248.9
TCGA-T3-A92N-01A	0 years, male, black or african american, stage:Stage IVA, dead, 95 days	245.6
TCGA-UF-A71E-01A	0 years, male, white, stage:Stage IVA, dead, 1504 days	240.0
TCGA-CV-7261-01A	0 years, male, white, stage:Stage IVA, alive, 1512 days	238.1
TCGA-BA-A8YP-01A	0 years, male, black or african american, stage:Stage IVB, alive, 499 days	234.7
TCGA-CN-4731-01A	0 years, female, white, stage:Stage IVA, dead, 998 days	233.9
TCGA-BB-4217-01A	0 years, male, black or african american, stage:Stage IVA, alive, 187 days	233.3
TCGA-UF-A7JF-01A	0 years, male, white, stage:Stage IVA, alive, 1686 days	233.3
TCGA-CV-5443-01A	0 years, male, black or african american, stage:Stage III, alive, 2784 days	228.3
TCGA-D6-6516-01A	0 years, male, white, stage:Stage I, alive, 773 days	227.5
TCGA-UF-A7JS-01A	0 years, male, white, stage:Stage IVA, dead, 680 days	225.9
TCGA-CQ-5324-01A	0 years, male, white, stage:Stage III, alive, 1593 days	225.6
TCGA-UF-A7JC-01A	0 years, male, white, stage:Stage IVA, dead, 546 days	221.5
TCGA-D6-A6EK-01A	0 years, male, white, stage:Stage III, alive, 875 days	220.8
TCGA-CQ-6228-01A	0 years, female, white, stage:Stage IVA, dead, 456 days	219.8
TCGA-CV-6433-01A	0 years, male, white, stage:Stage II, alive, 641 days	216.0
TCGA-BA-5151-01A	0 years, male, white, stage:Stage IVA, alive, 722 days	214.8
TCGA-CN-6020-01A	0 years, male, black or african american, stage:Stage III, dead, 205 days	213.5
TCGA-CV-7183-01A	0 years, male, white, stage:Stage II, alive, 3981 days	212.7
TCGA-MT-A7BN-01A	0 years, male, white, stage:Stage IVA, alive, 469 days	212.1
TCGA-MZ-A5BI-01A	0 years, male, white, stage:'--, dead, 217 days	207.4
TCGA-CX-7219-01A	0 years, male, black or african american, stage:Stage IVA, alive, 1045 days	206.3
TCGA-BA-A6DB-01A	0 years, female, white, stage:Stage I, alive, 216 days	204.8
TCGA-CV-7406-01A	0 years, male, white, stage:Stage II, dead, 1748 days	204.8
TCGA-CN-A6UY-01A	0 years, male, white, stage:Stage IVA, alive, 713 days	203.7
TCGA-CN-6017-01A	0 years, male, white, stage:Stage IVA, dead, 853 days	202.2
TCGA-CV-A463-01A	0 years, female, white, stage:Stage IVA, dead, 23 days	200.9
TCGA-CV-6943-01A	0 years, male, white, stage:Stage III, dead, 602 days	197.2
TCGA-BA-A4IH-01A	0 years, male, white, stage:'--, alive, 622 days	193.8
TCGA-D6-A6EM-01A	0 years, female, white, stage:Stage III, alive, 232 days	188.4
TCGA-BA-A6DL-01A	0 years, male, white, stage:'--, alive, 623 days	188.3
TCGA-BA-A6DD-01A	0 years, male, black or african american, stage:Stage IVA, dead, 173 days	186.4
TCGA-CV-7254-01A	0 years, male, white, stage:Stage II, dead, 1459 days	185.2
TCGA-BB-4228-01A	0 years, male, white, stage:Stage III, alive, 559 days	184.8
TCGA-CR-7394-01A	0 years, male, white, stage:Stage IVA, alive, 1346 days	183.1
TCGA-CV-A461-01A	0 years, male, white, stage:'--, dead, 2064 days	182.5
TCGA-D6-6824-01A	0 years, male, white, stage:Stage IVA, alive, 77 days	181.5
TCGA-CV-7424-01A	0 years, male, asian, stage:Stage IVA, dead, 453 days	181.4
TCGA-CV-7446-01A	0 years, male, white, stage:Stage IVA, dead, 1093 days	180.8
TCGA-CR-7370-01A	0 years, female, white, stage:'--, alive, 105 days	180.5
TCGA-CV-7180-01A	0 years, male, white, stage:Stage II, dead, 327 days	180.4
TCGA-H7-A76A-01A	0 years, male, white, stage:'--, alive, 637 days	179.7
TCGA-BA-A6DA-01A	0 years, female, white, stage:Stage IVA, alive, 351 days	179.4
TCGA-MT-A67D-01A	0 years, male, white, stage:Stage II, alive, 56 days	178.2
TCGA-BA-5558-01A	0 years, male, white, stage:'--, alive, 1995 days	178.2
TCGA-CX-A4AQ-01A	0 years, male, white, stage:Stage IVA, alive, 1555 days	176.8
TCGA-CV-7242-01A	0 years, female, white, stage:Stage II, alive, 1095 days	175.6
TCGA-BB-4224-01A	0 years, male, white, stage:Stage IVA, alive, 278 days	175.2
TCGA-KU-A6H7-01A	0 years, female, white, stage:Stage IVA, alive, 586 days	174.9
TCGA-CR-7398-01A	0 years, female, white, stage:Stage II, alive, 156 days	173.8
TCGA-BA-A6DE-01A	0 years, female, white, stage:Stage II, alive, 440 days	172.9
TCGA-CQ-A4CI-01A	0 years, male, white, stage:Stage III, alive, 950 days	172.3
TCGA-IQ-A61I-01A	0 years, male, black or african american, stage:Stage IVA, dead, 2 days	171.9
TCGA-CV-5435-01A	0 years, male, white, stage:Stage IVA, dead, 2319 days	171.2
TCGA-CV-7089-01A	0 years, male, white, stage:Stage IVA, dead, 1972 days	166.8
TCGA-QK-A6II-01A	0 years, male, white, stage:Stage IVA, dead, 284 days	162.4
TCGA-CN-A49C-01A	0 years, male, white, stage:'--, alive, 645 days	162.2
TCGA-CN-4722-01A	0 years, female, white, stage:Stage II, alive, 1483 days	160.1
TCGA-CV-7432-01A	0 years, male, white, stage:Stage II, dead, 2570 days	159.8
TCGA-CN-4740-01A	0 years, female, white, stage:Stage IVA, dead, 839 days	159.3
TCGA-CX-7085-01A	0 years, female, white, stage:Stage I, alive, 321 days	157.8
TCGA-CV-7248-01A	0 years, female, black or african american, stage:Stage IVA, dead, 521 days	157.3
TCGA-CQ-6223-01A	0 years, male, white, stage:Stage II, alive, 1428 days	156.6
TCGA-HD-8224-01A	0 years, male, white, stage:Stage IVA, dead, 446 days	154.8
TCGA-QK-A8ZB-01A	0 years, male, black or african american, stage:Stage IVA, alive, 542 days	152.2
TCGA-BA-5559-01A	0 years, male, white, stage:'--, dead, 2083 days	151.1
TCGA-CV-A45P-01A	0 years, female, white, stage:Stage I, alive, 639 days	150.6
TCGA-CR-7364-01A	0 years, male, white, stage:Stage III, alive, 1435 days	150.4
TCGA-DQ-5629-01A	0 years, male, white, stage:'--, dead, 941 days	150.4
TCGA-F7-7848-01A	0 years, male, white, stage:Stage IVA, alive, 1131 days	149.4
TCGA-CQ-7071-01A	0 years, female, white, stage:Stage III, alive, 1311 days	148.8
TCGA-CV-A468-01A	0 years, male, stage:Stage IVA, dead, 464 days	148.6
TCGA-CQ-6225-01A	0 years, male, white, stage:Stage III, dead, 403 days	146.9
TCGA-BB-A5HY-01A	0 years, male, white, stage:Stage IVA, dead, 321 days	145.8
TCGA-CR-7391-01A	0 years, female, white, stage:Stage I, alive, 913 days	145.5
TCGA-CR-5243-01A	0 years, male, white, stage:'--, alive, 2562 days	144.6
TCGA-C9-A480-01A	0 years, female, asian, stage:Stage III, alive, 386 days	143.3
TCGA-CN-5360-01A	0 years, male, white, stage:Stage IVA, alive, 2169 days	142.8
TCGA-CQ-5331-01A	0 years, female, white, stage:'--, alive, 1399 days	142.3
TCGA-CN-A499-01A	0 years, female, white, stage:Stage II, alive, 717 days	141.2
TCGA-CR-7371-01A	0 years, female, white, stage:Stage III, dead, 94 days	139.6
TCGA-CR-7385-01A	0 years, male, white, stage:'--, alive, 997 days	139.6
TCGA-IQ-A61H-01A	0 years, male, white, stage:Stage II, alive, 1138 days	139.5
TCGA-CR-6482-01A	0 years, male, black or african american, stage:'--, alive, 345 days	138.1
TCGA-IQ-A6SG-01A	0 years, female, white, stage:Stage III, alive, 579 days	137.3
TCGA-CV-7250-01A	0 years, male, white, stage:Stage IVA, dead, 2900 days	136.7
TCGA-UF-A7JH-01A	0 years, male, black or african american, stage:Stage IVA, alive, 896 days	136.3
TCGA-CN-5364-01A	0 years, male, white, stage:Stage IVA, dead, 493 days	135.4
TCGA-CN-6997-01A	0 years, male, white, stage:Stage IVA, dead, 988 days	134.4
TCGA-BB-A5HZ-01A	0 years, male, white, stage:Stage IVA, alive, 827 days	128.7
TCGA-CV-A460-01A	0 years, male, white, stage:'--, dead, 1838 days	126.2
TCGA-RS-A6TP-01A	0 years, male, white, stage:Stage II, alive, 516 days	125.6
TCGA-BA-A6DI-01A	0 years, male, black or african american, stage:'--, dead, 336 days	123.5
TCGA-MT-A67A-01A	0 years, female, white, stage:Stage I, alive, 914 days	121.7
TCGA-CQ-5332-01A	0 years, male, white, stage:Stage III, dead, 317 days	120.2
TCGA-CV-5431-01A	0 years, male, white, stage:Stage IVA, dead, 522 days	119.8
TCGA-D6-A6EO-01A	0 years, male, white, stage:Stage IVA, alive, 759 days	119.1
TCGA-BA-6871-01A	0 years, male, white, stage:'--, dead, 108 days	118.5
TCGA-CQ-A4C9-01A	0 years, male, stage:Stage III, alive, 707 days	118.4
TCGA-IQ-7632-01A	0 years, female, white, stage:Stage IVA, alive, 441 days	115.8
TCGA-CR-6473-01A	0 years, male, white, stage:'--, alive, 1125 days	115.0
TCGA-CR-7404-01A	0 years, male, white, stage:'--, alive, 1472 days	113.6
TCGA-CR-7388-01A	0 years, female, white, stage:'--, dead, 823 days	113.6
TCGA-CN-6992-01A	0 years, male, white, stage:Stage IVA, alive, 1066 days	113.5
TCGA-HD-7754-01A	0 years, male, white, stage:Stage IVA, alive, 783 days	113.0
TCGA-D6-A6EP-01A	0 years, male, white, stage:Stage III, alive, 424 days	111.6
TCGA-CR-7389-01A	0 years, male, black or african american, stage:'--, alive, 392 days	110.7
TCGA-CR-7402-01A	0 years, male, white, stage:'--, alive, 911 days	109.9
TCGA-CV-A45V-01A	0 years, female, white, stage:Stage IVA, dead, 32 days	108.0
TCGA-CV-6962-01A	0 years, male, white, stage:Stage IVA, dead, 126 days	106.0
TCGA-CV-5442-01A	0 years, female, white, stage:Stage IVA, alive, 2327 days	105.6
TCGA-CV-7422-01A	0 years, female, white, stage:Stage IVA, dead, 1037 days	104.1
TCGA-CV-A45Q-01A	0 years, female, white, stage:'--, dead, 5152 days	103.8
TCGA-KU-A66S-01A	0 years, female, white, stage:Stage III, dead, 406 days	103.2
TCGA-D6-A6ES-01A	0 years, male, white, stage:Stage IVA, alive, 389 days	102.1
TCGA-CX-7086-01A	0 years, male, black or african american, stage:Stage III, alive, 573 days	99.6
TCGA-CV-6939-01A	0 years, male, white, stage:Stage IVA, dead, 666 days	99.0
TCGA-CN-A641-01A	0 years, male, white, stage:Stage IVA, alive, 367 days	98.6
TCGA-CR-5248-01A	0 years, male, white, stage:'--, alive, 1663 days	95.1
TCGA-CV-7411-01A	0 years, female, white, stage:Stage IVA, dead, 2717 days	94.8
TCGA-CQ-6222-01A	0 years, male, white, stage:Stage IVA, alive, 2016 days	93.1
TCGA-QK-A6V9-01A	0 years, male, white, stage:Stage II, alive, 833 days	92.5
TCGA-CR-6467-01A	0 years, male, white, stage:Stage III, alive, 1777 days	92.1
TCGA-CX-7082-01A	0 years, male, white, stage:Stage IVA, dead, 11 days	91.9
TCGA-BA-5555-01A	0 years, male, black or african american, stage:Stage IVA, alive, 520 days	91.0
TCGA-QK-A6IF-01A	0 years, male, white, stage:'--, alive, 704 days	90.7
TCGA-CR-5250-01A	0 years, male, white, stage:'--, alive, 799 days	89.2
TCGA-CV-6953-01A	0 years, female, white, stage:Stage III, dead, 1641 days	88.6
TCGA-QK-A8Z8-01A	0 years, female, black or african american, stage:Stage IVC, dead, 171 days	86.8
TCGA-TN-A7HL-01A	0 years, male, white, stage:Stage IVA, alive, 619 days	85.7
TCGA-UF-A7JO-01A	0 years, female, white, stage:Stage IVA, dead, 631 days	85.1
TCGA-BA-A6D8-01A	0 years, male, black or african american, stage:Stage IVA, alive, 850 days	84.7
TCGA-CV-A45R-01A	0 years, male, white, stage:Stage III, alive, 5480 days	84.4
TCGA-CN-A6V7-01A	0 years, male, white, stage:Stage IVA, alive, 594 days	83.6
TCGA-P3-A6SW-01A	0 years, male, white, stage:Stage IVB, alive, 1120 days	83.5
TCGA-CN-A497-01A	0 years, male, stage:Stage III, alive, 1065 days	81.8
TCGA-BA-A4II-01A	0 years, male, white, stage:Stage II, alive, 918 days	81.4
TCGA-BA-5153-01A	0 years, male, white, stage:'--, dead, 1762 days	79.2
TCGA-CN-4741-01A	0 years, male, white, stage:Stage IVA, alive, 2239 days	79.1
TCGA-CR-5249-01A	0 years, female, white, stage:Stage II, alive, 1152 days	78.9
TCGA-QK-A6VB-01A	0 years, male, white, stage:Stage IVA, alive, 641 days	78.5
TCGA-CN-6012-01A	0 years, male, white, stage:Stage IVA, alive, 1460 days	78.1
TCGA-CV-7414-01A	0 years, male, white, stage:Stage IVA, dead, 14 days	77.4
TCGA-HD-A6I0-01A	0 years, male, white, stage:Stage IVA, alive, 210 days	75.4
TCGA-CV-A6JU-01A	0 years, female, white, stage:Stage IVB, alive, 110 days	74.6
TCGA-HD-8314-01A	0 years, male, white, stage:Stage III, alive, 670 days	74.0
TCGA-CV-7418-01A	0 years, male, black or african american, stage:Stage IVA, dead, 789 days	73.2
TCGA-CV-6936-01A	0 years, male, white, stage:Stage IVA, dead, 166 days	72.3
TCGA-CN-6010-01A	0 years, male, white, stage:Stage IVA, alive, 1523 days	71.1
TCGA-CR-7399-01A	0 years, female, white, stage:Stage IVA, alive, 181 days	70.6
TCGA-IQ-7631-01A	0 years, female, white, stage:Stage II, alive, 1172 days	69.9
TCGA-CV-A6JY-01A	0 years, male, white, stage:Stage IVA, alive, 646 days	68.9
TCGA-CR-7368-01A	0 years, male, white, stage:Stage IVA, alive, 1245 days	68.7
TCGA-QK-AA3J-01A	0 years, male, black or african american, stage:Stage I, alive, 466 days	68.3
TCGA-P3-A5Q5-01A	0 years, male, white, stage:Stage IVA, alive, 910 days	67.8
TCGA-F7-A624-01A	0 years, male, white, stage:Stage II, alive, 378 days	67.5
TCGA-CV-6948-01A	0 years, female, white, stage:Stage IVB, dead, 1289 days	66.7
TCGA-CR-6481-01A	0 years, male, white, stage:'--, alive, 311 days	66.6
TCGA-BB-4225-01A	0 years, male, white, stage:'--, alive, 146 days	64.6
TCGA-CV-A45O-01A	0 years, male, white, stage:'--, alive, 851 days	64.1
TCGA-CV-7101-01A	0 years, male, white, stage:Stage II, dead, 160 days	63.1
TCGA-H7-7774-01A	0 years, female, white, stage:Stage IVA, alive, 407 days	61.3
TCGA-DQ-7591-01A	0 years, male, white, stage:'--, alive, 622 days	60.8
TCGA-CN-A6V6-01A	0 years, male, white, stage:Stage IVA, alive, 635 days	59.8
TCGA-HD-A634-01A	0 years, male, white, stage:Stage IVA, dead, 130 days	58.2
TCGA-CQ-A4CE-01A	0 years, female, stage:Stage II, alive, 897 days	55.7
TCGA-BA-A4IG-01A	0 years, male, white, stage:'--, alive, 855 days	55.7
TCGA-CV-A6K1-01A	0 years, male, white, stage:Stage IVA, alive, 685 days	55.6
TCGA-MZ-A6I9-01A	0 years, male, white, stage:'--, dead, 489 days	53.8
TCGA-CR-7374-01A	0 years, female, white, stage:'--, alive, 30 days	52.9
TCGA-CQ-5323-01A	0 years, male, white, stage:Stage I, alive, 1466 days	52.3
TCGA-UF-A719-01A	0 years, male, stage:Stage II, alive, 1663 days	51.9
TCGA-CV-7430-01A	0 years, male, white, stage:Stage IVA, dead, 495 days	51.0
TCGA-KU-A6H8-01A	0 years, male, white, stage:Stage IVA, dead, 327 days	50.2
TCGA-WA-A7GZ-01A	0 years, male, white, stage:'--, dead, 625 days	49.9
TCGA-D6-A74Q-01A	0 years, male, white, stage:Stage IVA, alive, 710 days	46.4
TCGA-CN-6021-01A	0 years, female, white, stage:'--, dead, 276 days	46.0
TCGA-CV-A45Z-01A	0 years, male, white, stage:'--, dead, 1466 days	45.0
TCGA-T2-A6X0-01A	0 years, male, white, stage:'--, alive, 216 days	44.1
TCGA-CN-4739-01A	0 years, male, white, stage:Stage IVA, dead, 1394 days	42.1
TCGA-CV-A45W-01A	0 years, male, white, stage:Stage II, dead, 1398 days	41.4
TCGA-BB-8601-01A	0 years, male, black or african american, stage:Stage III, alive, 624 days	41.4
TCGA-CR-6470-01A	0 years, male, white, stage:Stage II, alive, 1521 days	41.4
TCGA-CR-6472-01A	0 years, male, white, stage:'--, alive, 1050 days	41.1
TCGA-P3-A5QF-01A	0 years, male, white, stage:Stage IVA, dead, 330 days	40.2
TCGA-CV-5430-01A	0 years, male, white, stage:Stage IVA, alive, 4241 days	39.3
TCGA-QK-A6VC-01A	0 years, female, black or african american, stage:Stage IVA, alive, 600 days	39.1
TCGA-P3-A5QE-01A	0 years, male, white, stage:Stage III, alive, 1559 days	38.9
TCGA-CR-6480-01A	0 years, male, white, stage:'--, alive, 362 days	38.4
TCGA-CN-4727-01A	0 years, male, white, stage:Stage IVA, alive, 1560 days	38.4
TCGA-CV-5441-01A	0 years, male, white, stage:Stage IVA, alive, 2886 days	36.9
TCGA-CN-6023-01A	0 years, male, white, stage:Stage IVA, alive, 1584 days	36.4
TCGA-QK-A8Z7-01A	0 years, male, black or african american, stage:Stage IVA, alive, 392 days	35.9
TCGA-D6-6827-01A	0 years, female, white, stage:Stage I, alive, 568 days	34.7
TCGA-CV-6441-01A	0 years, male, white, stage:Stage III, dead, 292 days	34.4
TCGA-CR-6487-01A	0 years, male, white, stage:Stage I, alive, 234 days	34.2
TCGA-CV-6955-01A	0 years, female, white, stage:Stage II, dead, 334 days	34.1
TCGA-F7-A623-01A	0 years, male, white, stage:Stage IVA, alive, 616 days	33.8
TCGA-TN-A7HI-01A	0 years, male, white, stage:Stage IVA, alive, 412 days	29.1
TCGA-P3-A6T6-01A	0 years, male, white, stage:Stage IVA, dead, 395 days	26.5
TCGA-BA-6869-01A	0 years, male, white, stage:Stage III, alive, 644 days	21.4
TCGA-UF-A71D-01A	0 years, female, white, stage:Stage IVA, alive, 1461 days	19.7
TCGA-BB-A6UM-01A	0 years, male, white, stage:Stage III, alive, 393 days	19.3
TCGA-CV-7253-01A	0 years, male, black or african american, stage:Stage IVA, dead, 361 days	13.4
TCGA-CN-6988-01A	0 years, male, white, stage:Stage IVA, alive, 318 days	10.8
TCGA-CN-A63U-01A	0 years, male, white, stage:Stage IVA, alive, 964 days	8.5
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HEAD AND NECK SQUAMOUS CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

183

Samples

Sample ID	Sample type	nRPX
CPT0245010003	Tumor	1.5
CPT0245500003	Tumor	1.1
CPT0163480003	Tumor	1.1
CPT0013210004	Tumor	1.0
CPT0088410003	Tumor	0.9
CPT0169730003	Tumor	0.9
CPT0245550003	Tumor	0.8
CPT0245350003	Tumor	0.7
CPT0177200003	Tumor	0.7
CPT0008930003	Tumor	0.7
CPT0237150003	Normal	0.6
CPT0194960003	Tumor	0.6
CPT0123260003	Tumor	0.6
CPT0226030003	Tumor	0.5
CPT0094280004	Tumor	0.5
CPT0246620003	Tumor	0.5
CPT0008520008	Tumor	0.4
CPT0237480004	Tumor	0.4
CPT0245400003	Tumor	0.4
CPT0242000004	Normal	0.4
CPT0195880003	Normal	0.4
CPT0011130005	Tumor	0.4
CPT0094560004	Tumor	0.4
CPT0163530003	Tumor	0.3
CPT0241980004	Tumor	0.3
CPT0169640003	Tumor	0.3
CPT0163740003	Tumor	0.3
CPT0095040003	Tumor	0.3
CPT0278700002	Normal	0.3
CPT0087820003	Tumor	0.3
CPT0256560003	Tumor	0.3
CPT0024810003	Tumor	0.2
CPT0162940003	Tumor	0.2
CPT0220610003	Tumor	0.2
CPT0199710003	Normal	0.2
CPT0176770003	Tumor	0.2
CPT0013250003	Normal	0.2
CPT0235460003	Tumor	0.2
CPT0177010003	Tumor	0.2
CPT0194800003	Normal	0.2
CPT0226090003	Normal	0.2
CPT0194250003	Tumor	0.2
CPT0013030003	Normal	0.2
CPT0199820003	Tumor	0.1
CPT0223450003	Tumor	0.1
CPT0223460003	Normal	0.1
CPT0013460003	Normal	0.1
CPT0235910003	Tumor	0.1
CPT0169920003	Normal	0.1
CPT0163650003	Tumor	0.1
CPT0245410003	Normal	0.1
CPT0245140003	Normal	0.1
CPT0237620004	Tumor	0.1
CPT0226340003	Tumor	0.1
CPT0008630003	Tumor	0.1
CPT0245190003	Normal	0.1
CPT0163490003	Normal	0.1
CPT0123280003	Normal	0.1
CPT0245730003	Tumor	0.1
CPT0199890003	Normal	0.1
CPT0281470002	Normal	0.1
C3N-04279-05	Normal	0.0
CPT0194260003	Normal	0.0
CPT0011320003	Normal	0.0
CPT0222360003	Tumor	0.0
CPT0245180003	Tumor	0.0
CPT0094490004	Tumor	0.0
CPT0163720003	Normal	0.0
CPT0177220003	Normal	0.0
CPT0226450003	Normal	0.0
CPT0245230004	Tumor	0.0
CPT0094350004	Tumor	0.0
CPT0237130004	Tumor	0.0
CPT0088060004	Tumor	0.0
CPT0226440003	Tumor	0.0
CPT0245020003	Normal	0.0
C3N-01758-04	Normal	0.0
CPT0199830003	Normal	0.0
CPT0220620003	Normal	0.0
C3N-04276-06	Normal	0.0
CPT0190860003	Normal	-0.1
CPT0261520003	Tumor	-0.1
CPT0243090003	Tumor	-0.1
CPT0013430003	Tumor	-0.1
CPT0163790003	Tumor	-0.1
C3N-02693-06	Normal	-0.1
CPT0195860003	Tumor	-0.1
CPT0177390003	Tumor	-0.1
CPT0084650004	Normal	-0.1
CPT0236870003	Normal	-0.1
CPT0245130003	Tumor	-0.1
CPT0235470002	Normal	-0.1
CPT0236620003	Tumor	-0.1
CPT0235920003	Normal	-0.1
CPT0123190003	Normal	-0.1
CPT0184530003	Tumor	-0.2
CPT0088080003	Normal	-0.2
CPT0244890004	Tumor	-0.2
CPT0245680003	Tumor	-0.2
CPT0123180003	Tumor	-0.2
CPT0245300003	Tumor	-0.2
CPT0163240003	Tumor	-0.2
CPT0194420003	Tumor	-0.2
CPT0163340003	Tumor	-0.2
CPT0011290003	Tumor	-0.2
CPT0008960003	Normal	-0.2
CPT0162890003	Tumor	-0.2
CPT0222200003	Normal	-0.2
C3N-04275-05	Normal	-0.2
CPT0248520003	Tumor	-0.3
CPT0244940004	Tumor	-0.3
CPT0169890003	Tumor	-0.3
C3N-01859-04	Normal	-0.3
CPT0199700003	Tumor	-0.3
CPT0177710003	Tumor	-0.3
CPT0163020003	Normal	-0.3
CPT0163800003	Normal	-0.3
CPT0226270003	Normal	-0.3
CPT0248350003	Normal	-0.3
CPT0196040003	Tumor	-0.3
CPT0226400003	Normal	-0.3
CPT0163600003	Tumor	-0.3
CPT0226390003	Tumor	-0.3
CPT0196060003	Normal	-0.3
CPT0195700003	Normal	-0.3
CPT0194790003	Tumor	-0.4
CPT0201830004	Tumor	-0.4
CPT0088430003	Normal	-0.4
CPT0246540003	Tumor	-0.4
CPT0199880003	Tumor	-0.4
CPT0237500003	Normal	-0.4
CPT0084630009	Tumor	-0.4
CPT0243140004	Normal	-0.4
CPT0163610003	Normal	-0.4
CPT0094580003	Normal	-0.4
CPT0248330003	Tumor	-0.4
CPT0229220002	Normal	-0.4
CPT0236640003	Normal	-0.5
CPT0245060004	Tumor	-0.5
CPT0162990004	Tumor	-0.5
CPT0237640003	Normal	-0.5
C3N-01620-05	Normal	-0.5
CPT0190850003	Tumor	-0.5
CPT0245460003	Normal	-0.5
CPT0245560003	Normal	-0.5
CPT0226350003	Normal	-0.5
CPT0250310003	Tumor	-0.5
CPT0127050003	Tumor	-0.5
CPT0163860003	Normal	-0.5
CPT0163250003	Normal	-0.5
CPT0088010003	Normal	-0.5
CPT0163840003	Tumor	-0.5
CPT0163090003	Tumor	-0.6
CPT0163170003	Normal	-0.6
CPT0201860004	Normal	-0.6
CPT0094420004	Tumor	-0.6
CPT0196210003	Tumor	-0.6
CPT0245600003	Tumor	-0.6
CPT0226250004	Tumor	-0.6
CPT0246670003	Tumor	-0.6
C3N-00857-05	Normal	-0.6
CPT0163430003	Normal	-0.6
CPT0236850004	Tumor	-0.6
C3N-00295-05	Normal	-0.6
CPT0013000004	Tumor	-0.7
CPT0163910003	Tumor	-0.7
CPT0222180003	Tumor	-0.7
CPT0163160003	Tumor	-0.7
CPT0087990003	Tumor	-0.8
CPT0013130003	Tumor	-0.8
CPT0245630003	Tumor	-0.9
CPT0246590003	Tumor	-0.9
CPT0207870004	Tumor	-0.9
CPT0169740004	Normal	-1.0
CPT0223970003	Tumor	-1.0
CPT0163410003	Tumor	-1.1
CPT0245450003	Tumor	-1.1
CPT0226130003	Tumor	-1.1
CPT0195680003	Tumor	-1.3
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 HPA008612	Antibody HPA017019
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