Expression of COL3A1 in head and neck cancer

HEAD AND NECK CANCER - 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

COL3A1 is not prognostic in head and neck cancer

Stage:

Survival analysis

Current cut offⁱ:
Best expression cut offⁱ: 445.23
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 FPKM

496.7

Number of samples

499

Samples

Sample	Description	FPKM
TCGA-CQ-6221-01A	79 years, male, white, alive, 1000 days	8638.5
TCGA-HD-7831-01A	74 years, male, white, stage:iva, alive, 667 days	4424.3
TCGA-IQ-A61O-01A	43 years, male, white, stage:iva, dead, 421 days	3906.7
TCGA-CN-6016-01A	64 years, male, white, stage:iva, alive, 1443 days	3652.0
TCGA-CR-7376-01A	84 years, male, white, stage:iii, alive, 972 days	3591.9
TCGA-CN-6019-01A	61 years, male, white, stage:iva, alive, 1038 days	3179.3
TCGA-CR-7386-01A	69 years, male, white, stage:iva, alive, 1430 days	3075.3
TCGA-CN-4740-01A	79 years, female, white, stage:iva, dead, 839 days	2943.8
TCGA-CN-4728-01A	56 years, male, white, stage:iva, alive, 1724 days	2803.9
TCGA-CR-7397-01A	44 years, male, white, stage:iva, alive, 754 days	2573.2
TCGA-CQ-7072-01A	51 years, male, white, stage:ii, alive, 2359 days	2552.6
TCGA-CR-7367-01A	52 years, male, white, stage:iva, alive, 1440 days	2519.9
TCGA-CQ-6224-01A	52 years, male, white, stage:iva, alive, 1721 days	2518.3
TCGA-CN-5358-01A	60 years, male, white, stage:ii, dead, 261 days	2372.5
TCGA-CV-5444-01A	64 years, male, black or african american, stage:iva, alive, 2437 days	2353.6
TCGA-CV-6934-01A	66 years, female, white, stage:iva, dead, 65 days	2241.0
TCGA-UF-A7JJ-01A	69 years, male, stage:iva, alive, 549 days	2189.7
TCGA-CV-7435-01A	57 years, female, white, stage:iva, dead, 4680 days	2108.4
TCGA-CV-6943-01A	74 years, male, white, stage:iii, dead, 602 days	2070.3
TCGA-QK-A8Z9-01B	56 years, male, black or african american, stage:iva, dead, 449 days	2046.1
TCGA-CR-5247-01A	48 years, male, black or african american, alive, 358 days	2026.8
TCGA-IQ-7631-01A	60 years, female, white, stage:ii, alive, 1172 days	2022.2
TCGA-CV-7433-01A	49 years, male, white, stage:iva, dead, 601 days	2007.3
TCGA-CR-6474-01A	51 years, male, white, stage:iva, dead, 564 days	1885.3
TCGA-UF-A7J9-01A	75 years, male, white, stage:iva, alive, 1358 days	1823.9
TCGA-CN-5359-01A	59 years, male, white, stage:iva, dead, 377 days	1816.1
TCGA-BB-8596-01A	69 years, female, white, stage:iva, alive, 2161 days	1813.1
TCGA-CV-7103-01A	49 years, male, white, stage:iva, dead, 1591 days	1804.9
TCGA-CN-5370-01A	78 years, male, white, stage:iii, dead, 259 days	1728.2
TCGA-QK-AA3K-01A	60 years, male, black or african american, stage:iva, alive, 253 days	1713.4
TCGA-CX-7085-01A	77 years, female, white, stage:i, alive, 321 days	1702.2
TCGA-CN-6989-01A	64 years, male, white, stage:iva, dead, 980 days	1672.3
TCGA-CR-7382-01A	49 years, male, white, stage:iva, alive, 796 days	1672.1
TCGA-BA-5557-01A	41 years, female, stage:iii, alive, 623 days	1650.1
TCGA-CV-7177-01A	82 years, female, white, stage:ii, dead, 663 days	1649.2
TCGA-CN-A63V-01A	59 years, male, white, stage:iva, alive, 679 days	1641.1
TCGA-CN-5361-01A	80 years, male, white, stage:iva, dead, 2120 days	1631.1
TCGA-CV-5978-01A	53 years, female, black or african american, stage:ivb, dead, 215 days	1628.8
TCGA-UF-A7JD-01A	71 years, male, stage:iva, dead, 739 days	1493.5
TCGA-BA-A6DG-01A	49 years, male, white, dead, 69 days	1468.8
TCGA-HD-7754-01A	69 years, male, white, stage:iva, alive, 783 days	1456.3
TCGA-CN-4742-01A	48 years, female, white, stage:iva, dead, 397 days	1412.7
TCGA-CQ-5334-01A	87 years, male, white, stage:iva, dead, 129 days	1410.6
TCGA-CV-7235-01A	67 years, male, white, stage:ii, alive, 2347 days	1400.5
TCGA-BA-4078-01A	83 years, male, white, dead, 276 days	1375.4
TCGA-CN-6018-01A	85 years, female, white, stage:iva, dead, 580 days	1340.0
TCGA-BA-A8YP-01A	50 years, male, black or african american, stage:ivb, alive, 499 days	1322.5
TCGA-P3-A6T8-01A	54 years, male, white, stage:iva, alive, 400 days	1315.5
TCGA-CN-4733-01A	61 years, male, white, stage:iii, alive, 1586 days	1302.2
TCGA-H7-A76A-01A	57 years, male, white, alive, 637 days	1251.0
TCGA-CR-6477-01A	57 years, female, white, alive, 514 days	1230.9
TCGA-CV-6941-01A	51 years, male, white, stage:iii, dead, 342 days	1228.5
TCGA-BB-A5HU-01A	47 years, male, white, stage:iva, alive, 782 days	1225.6
TCGA-CX-7219-01A	47 years, male, black or african american, stage:iva, alive, 1045 days	1211.9
TCGA-CN-5355-01A	64 years, male, black or african american, stage:iva, alive, 1278 days	1202.5
TCGA-CV-A464-01A	48 years, male, white, stage:iii, alive, 1722 days	1199.4
TCGA-CV-7424-01A	67 years, male, asian, stage:iva, dead, 453 days	1198.9
TCGA-CR-7401-01A	64 years, male, white, stage:i, alive, 1077 days	1197.1
TCGA-CV-7416-01A	29 years, female, white, stage:iva, dead, 763 days	1196.5
TCGA-CV-7178-01A	64 years, female, white, stage:iva, dead, 2166 days	1175.3
TCGA-CR-7383-01A	79 years, female, white, stage:i, dead, 521 days	1086.9
TCGA-CR-7379-01A	78 years, female, white, stage:iva, alive, 1036 days	1083.5
TCGA-CR-7392-01A	67 years, female, white, stage:iva, alive, 1425 days	1081.7
TCGA-CN-6022-01A	49 years, male, white, stage:iva, dead, 281 days	1075.9
TCGA-CR-6484-01A	67 years, female, asian, stage:iva, alive, 354 days	1068.4
TCGA-T3-A92M-01A	52 years, male, black or african american, stage:iva, alive, 417 days	1054.0
TCGA-CN-5373-01A	55 years, female, white, stage:i, alive, 1584 days	1027.5
TCGA-CN-6017-01A	55 years, male, white, stage:iva, dead, 853 days	1026.8
TCGA-CV-7254-01A	55 years, male, white, stage:ii, dead, 1459 days	1011.2
TCGA-CQ-5330-01A	69 years, female, white, stage:iva, alive, 1897 days	1008.7
TCGA-CQ-A4CB-01A	59 years, male, stage:iii, alive, 893 days	1008.6
TCGA-CV-7263-01A	64 years, male, black or african american, stage:ii, dead, 560 days	977.2
TCGA-P3-A5Q6-01A	49 years, male, white, stage:iva, dead, 480 days	972.7
TCGA-CV-7413-01A	74 years, female, white, stage:ii, dead, 294 days	962.5
TCGA-CV-7102-01A	76 years, female, white, stage:iva, dead, 56 days	946.7
TCGA-4P-AA8J-01A	66 years, male, black or african american, stage:iva, alive, 102 days	945.5
TCGA-CV-7568-01A	48 years, female, white, stage:iva, dead, 927 days	943.4
TCGA-CV-5971-01A	61 years, male, white, stage:iva, alive, 701 days	943.2
TCGA-CR-7380-01A	58 years, male, white, stage:ivb, dead, 606 days	928.6
TCGA-CV-A468-01A	42 years, male, stage:iva, dead, 464 days	923.2
TCGA-D6-6515-01A	82 years, female, white, stage:ii, dead, 403 days	896.7
TCGA-BA-6871-01A	75 years, male, white, dead, 108 days	893.5
TCGA-CN-6994-01A	67 years, male, white, stage:iva, alive, 1183 days	887.9
TCGA-CR-7365-01A	60 years, male, white, stage:iva, alive, 1191 days	886.4
TCGA-CV-5434-01A	60 years, male, black or african american, stage:iva, dead, 3314 days	880.3
TCGA-CR-7377-01A	58 years, male, white, stage:iva, dead, 279 days	877.8
TCGA-DQ-5630-01A	73 years, male, white, alive, 1030 days	871.6
TCGA-CN-5366-01A	51 years, male, white, stage:iva, dead, 360 days	862.0
TCGA-UF-A7JA-01A	66 years, female, white, stage:iva, alive, 2265 days	855.0
TCGA-P3-A5QA-01A	41 years, male, stage:i, alive, 2182 days	852.3
TCGA-CR-7394-01A	70 years, male, white, stage:iva, alive, 1346 days	850.6
TCGA-CR-7372-01A	45 years, male, white, stage:i, alive, 759 days	850.2
TCGA-CV-5431-01A	73 years, male, white, stage:iva, dead, 522 days	820.9
TCGA-UF-A7JH-01A	59 years, male, black or african american, stage:iva, alive, 896 days	812.7
TCGA-CN-4737-01A	20 years, male, white, stage:iva, alive, 625 days	809.5
TCGA-CN-6020-01A	58 years, male, black or african american, stage:iii, dead, 205 days	765.8
TCGA-CR-7390-01A	67 years, male, white, stage:iva, alive, 1508 days	761.1
TCGA-CR-7398-01A	53 years, female, white, stage:ii, alive, 156 days	754.4
TCGA-CV-7090-01A	39 years, male, white, stage:ii, alive, 5252 days	754.3
TCGA-WA-A7H4-01A	69 years, male, white, stage:ii, alive, 443 days	745.7
TCGA-CN-4726-01A	69 years, male, white, stage:iva, dead, 142 days	742.2
TCGA-D6-6824-01A	62 years, male, white, stage:iva, alive, 77 days	738.4
TCGA-CN-4736-01A	70 years, female, white, dead, 395 days	720.1
TCGA-CN-5356-01A	56 years, male, white, stage:iii, alive, 1409 days	705.7
TCGA-CV-A6JZ-01A	68 years, male, white, stage:ii, alive, 714 days	700.1
TCGA-CQ-A4C7-01A	88 years, male, white, stage:iii, dead, 353 days	697.1
TCGA-CN-4723-01A	67 years, male, white, stage:iva, alive, 1699 days	687.3
TCGA-CV-7097-01A	53 years, male, white, stage:ii, dead, 385 days	686.9
TCGA-CQ-6219-01A	50 years, female, white, stage:iva, dead, 479 days	677.2
TCGA-CV-7414-01A	78 years, male, white, stage:iva, dead, 14 days	662.0
TCGA-BA-4074-01A	69 years, male, white, stage:iva, dead, 462 days	654.3
TCGA-UF-A71A-01A	67 years, male, white, stage:iva, dead, 86 days	647.1
TCGA-CV-7100-01A	66 years, male, white, stage:iii, dead, 274 days	639.2
TCGA-CR-6470-01A	38 years, male, white, stage:ii, alive, 1521 days	620.0
TCGA-CV-6935-01A	67 years, male, white, stage:iva, dead, 295 days	618.9
TCGA-CV-7429-01A	55 years, male, white, stage:iva, dead, 107 days	616.1
TCGA-CV-7406-01A	50 years, male, white, stage:ii, dead, 1748 days	605.7
TCGA-CR-6471-01A	58 years, male, white, stage:iva, dead, 1202 days	597.0
TCGA-CQ-5325-01A	65 years, male, white, stage:i, dead, 654 days	592.2
TCGA-CV-7410-01A	61 years, male, white, stage:iii, dead, 6417 days	578.7
TCGA-CV-7236-01A	77 years, female, white, stage:iva, dead, 144 days	577.7
TCGA-CQ-5332-01A	87 years, male, white, stage:iii, dead, 317 days	576.6
TCGA-CV-7261-01A	57 years, male, white, stage:iva, alive, 1512 days	569.0
TCGA-CV-7421-01A	76 years, male, white, stage:iva, dead, 2 days	565.7
TCGA-CN-6024-01A	66 years, male, white, stage:iva, dead, 337 days	562.1
TCGA-CN-4734-01A	70 years, male, white, stage:ii, alive, 1690 days	549.9
TCGA-CN-A49A-01A	60 years, male, white, stage:ivb, dead, 526 days	548.0
TCGA-CN-5363-01A	48 years, male, black or african american, stage:ivb, dead, 253 days	546.7
TCGA-CV-7415-01A	60 years, male, white, stage:iva, dead, 695 days	544.6
TCGA-H7-8502-01A	50 years, male, white, stage:iva, alive, 458 days	543.6
TCGA-CR-5243-01A	51 years, male, white, alive, 2562 days	537.2
TCGA-CV-A6K0-01B	58 years, male, white, stage:i, alive, 606 days	530.1
TCGA-CV-5970-01A	59 years, male, white, stage:iva, dead, 406 days	527.9
TCGA-D6-A6EP-01A	62 years, male, white, stage:iii, alive, 424 days	526.5
TCGA-IQ-A61J-01A	54 years, male, white, stage:iva, alive, 1021 days	525.1
TCGA-CR-7393-01A	26 years, male, white, stage:iii, alive, 993 days	519.5
TCGA-BB-A6UO-01A	61 years, female, white, stage:iva, dead, 268 days	516.2
TCGA-BA-5559-01A	72 years, male, white, dead, 2083 days	510.7
TCGA-CQ-6227-01A	77 years, male, white, stage:iva, dead, 129 days	500.8
TCGA-CR-7391-01A	37 years, female, white, stage:i, alive, 913 days	499.7
TCGA-HD-7753-01A	62 years, male, black or african american, stage:i, alive, 866 days	498.8
TCGA-CN-5364-01A	55 years, male, white, stage:iva, dead, 493 days	495.2
TCGA-CQ-5329-01A	46 years, female, white, stage:ii, alive, 2143 days	489.7
TCGA-CR-7371-01A	45 years, female, white, stage:iii, dead, 94 days	480.5
TCGA-CQ-A4C9-01A	56 years, male, stage:iii, alive, 707 days	469.1
TCGA-CN-4722-01A	61 years, female, white, stage:ii, alive, 1483 days	463.4
TCGA-CN-4731-01A	63 years, female, white, stage:iva, dead, 998 days	462.4
TCGA-CR-7388-01A	70 years, female, white, dead, 823 days	459.6
TCGA-CV-A45Y-01A	61 years, male, american indian or alaska native, stage:iva, dead, 2703 days	457.1
TCGA-RS-A6TO-01A	82 years, female, white, stage:iva, dead, 387 days	457.0
TCGA-CR-7395-01A	80 years, female, white, stage:ii, alive, 930 days	455.2
TCGA-CV-6961-01A	61 years, male, white, stage:ii, dead, 76 days	449.1
TCGA-F7-8298-01A	58 years, male, white, stage:i, alive, 995 days	441.3
TCGA-CV-7091-01A	54 years, male, white, stage:i, alive, 3381 days	440.5
TCGA-CQ-A4CI-01A	73 years, male, white, stage:iii, alive, 950 days	437.9
TCGA-CV-6942-01A	73 years, female, white, stage:ii, alive, 4282 days	434.9
TCGA-DQ-5624-01A	43 years, female, white, alive, 1778 days	433.4
TCGA-CV-6940-01A	80 years, female, white, stage:iii, dead, 804 days	428.5
TCGA-UF-A71B-01A	50 years, male, white, stage:iva, alive, 1506 days	426.1
TCGA-D6-6825-01A	73 years, male, white, stage:i, alive, 491 days	425.1
TCGA-CV-5441-01A	58 years, male, white, stage:iva, alive, 2886 days	422.5
TCGA-WA-A7GZ-01A	58 years, male, white, dead, 625 days	417.1
TCGA-CR-6488-01A	68 years, female, white, stage:ii, alive, 379 days	413.8
TCGA-CN-5369-01A	90 years, female, white, stage:iva, dead, 380 days	410.8
TCGA-CN-A497-01A	63 years, male, stage:iii, alive, 1065 days	407.4
TCGA-CR-7389-01A	55 years, male, black or african american, alive, 392 days	405.6
TCGA-CV-7245-01A	62 years, male, white, stage:iva, alive, 797 days	404.3
TCGA-CV-6933-01A	53 years, male, white, stage:iii, dead, 2741 days	403.5
TCGA-CQ-A4CG-01A	78 years, female, white, stage:iii, dead, 430 days	400.4
TCGA-CV-7104-01A	61 years, female, white, stage:iva, dead, 393 days	395.3
TCGA-T2-A6X2-01A	82 years, male, white, stage:iii, alive, 987 days	395.2
TCGA-CQ-7071-01A	76 years, female, white, stage:iii, alive, 1311 days	392.2
TCGA-CR-7369-01A	59 years, male, white, stage:iva, dead, 1090 days	391.9
TCGA-CV-A460-01A	72 years, male, white, dead, 1838 days	388.2
TCGA-DQ-5629-01A	64 years, male, white, dead, 941 days	388.0
TCGA-DQ-7592-01A	57 years, male, american indian or alaska native, alive, 1143 days	386.3
TCGA-D6-8568-01A	62 years, male, white, stage:ii, alive, 759 days	385.4
TCGA-CV-A45V-01A	87 years, female, white, stage:iva, dead, 32 days	384.2
TCGA-DQ-5631-01A	52 years, male, white, dead, 548 days	383.8
TCGA-MT-A67D-01A	55 years, male, white, stage:ii, alive, 56 days	383.8
TCGA-CV-6937-01A	71 years, male, white, stage:ii, dead, 624 days	383.3
TCGA-CN-4727-01A	56 years, male, white, stage:iva, alive, 1560 days	382.8
TCGA-CR-6472-01A	59 years, male, white, alive, 1050 days	381.9
TCGA-HD-A6HZ-01A	79 years, female, white, stage:iii, alive, 111 days	381.5
TCGA-BA-A6DD-01A	44 years, male, black or african american, stage:iva, dead, 173 days	374.0
TCGA-D6-6826-01A	64 years, female, white, stage:iva, dead, 348 days	367.0
TCGA-CV-7411-01A	64 years, female, white, stage:iva, dead, 2717 days	366.2
TCGA-CQ-6228-01A	71 years, female, white, stage:iva, dead, 456 days	362.6
TCGA-CV-A6JT-01A	65 years, male, white, stage:ii, alive, 852 days	361.3
TCGA-CV-7252-01A	62 years, female, black or african american, stage:iva, dead, 151 days	361.3
TCGA-BA-A4II-01A	46 years, male, white, stage:ii, alive, 918 days	360.6
TCGA-CV-6954-01A	59 years, male, black or african american, stage:iva, dead, 2002 days	360.3
TCGA-CX-7082-01A	82 years, male, white, stage:iva, dead, 11 days	349.5
TCGA-CV-5976-01A	50 years, male, white, stage:iva, alive, 1478 days	347.8
TCGA-D6-8569-01A	52 years, male, white, stage:ii, alive, 770 days	347.3
TCGA-CV-7248-01A	63 years, female, black or african american, stage:iva, dead, 521 days	343.0
TCGA-UF-A718-01A	62 years, male, white, stage:iva, alive, 1971 days	341.1
TCGA-CN-6997-01A	66 years, male, white, stage:iva, dead, 988 days	339.3
TCGA-P3-A6T2-01A	45 years, male, white, stage:iva, alive, 2298 days	335.8
TCGA-QK-A6VB-01A	66 years, male, white, stage:iva, alive, 641 days	332.0
TCGA-HD-8224-01A	63 years, male, white, stage:iva, dead, 446 days	331.8
TCGA-CR-7370-01A	72 years, female, white, alive, 105 days	331.5
TCGA-BA-6872-01A	47 years, male, white, dead, 384 days	331.5
TCGA-P3-A6SX-01A	67 years, male, white, stage:iii, dead, 1430 days	330.6
TCGA-CQ-A4CH-01A	58 years, male, asian, stage:ii, dead, 379 days	329.0
TCGA-BA-7269-01A	61 years, male, white, stage:iii, alive, 1273 days	327.5
TCGA-CV-5435-01A	57 years, male, white, stage:iva, dead, 2319 days	327.5
TCGA-HD-A4C1-01A	41 years, female, black or african american, stage:iva, alive, 11 days	326.6
TCGA-CN-4729-01A	73 years, male, white, stage:iii, alive, 392 days	322.9
TCGA-IQ-A61H-01A	76 years, male, white, stage:ii, alive, 1138 days	322.4
TCGA-CV-A45R-01A	46 years, male, white, stage:iii, alive, 5480 days	319.9
TCGA-QK-A8ZB-01A	69 years, male, black or african american, stage:iva, alive, 542 days	319.7
TCGA-MT-A7BN-01A	74 years, male, white, stage:iva, alive, 469 days	319.0
TCGA-F7-7848-01A	47 years, male, white, stage:iva, alive, 1131 days	316.2
TCGA-CR-6482-01A	62 years, male, black or african american, alive, 345 days	314.9
TCGA-CN-6992-01A	61 years, male, white, stage:iva, alive, 1066 days	314.8
TCGA-CQ-6218-01A	52 years, female, white, stage:iva, alive, 1253 days	313.4
TCGA-CV-7438-01A	87 years, female, white, stage:i, dead, 194 days	306.8
TCGA-CQ-5324-01A	59 years, male, white, stage:iii, alive, 1593 days	305.5
TCGA-CV-5436-01A	65 years, male, stage:iva, dead, 584 days	297.8
TCGA-BA-5151-01A	72 years, male, white, stage:iva, alive, 722 days	294.4
TCGA-CN-4735-01A	52 years, male, white, stage:iva, alive, 1737 days	293.6
TCGA-HD-A633-01A	74 years, male, white, stage:iva, alive, 421 days	287.0
TCGA-UF-A7JT-01A	72 years, female, white, stage:iva, dead, 993 days	285.4
TCGA-D6-A74Q-01A	67 years, male, white, stage:iva, alive, 710 days	285.2
TCGA-CQ-5326-01A	67 years, male, white, stage:iva, dead, 89 days	282.0
TCGA-CR-5250-01A	71 years, male, white, alive, 799 days	279.9
TCGA-BB-4228-01A	50 years, male, white, stage:iii, alive, 559 days	277.5
TCGA-IQ-7630-01A	49 years, male, white, stage:ii, alive, 485 days	277.1
TCGA-CV-7247-01A	55 years, male, white, stage:iii, dead, 577 days	272.9
TCGA-P3-A6T5-01A	79 years, female, white, stage:iva, dead, 882 days	272.6
TCGA-BB-A5HY-01A	64 years, male, white, stage:iva, dead, 321 days	270.6
TCGA-D6-A6EQ-01A	57 years, male, white, stage:iva, alive, 368 days	270.4
TCGA-CV-6936-01A	68 years, male, white, stage:iva, dead, 166 days	269.1
TCGA-CV-7422-01A	60 years, female, white, stage:iva, dead, 1037 days	267.0
TCGA-CV-7183-01A	53 years, male, white, stage:ii, alive, 3981 days	264.7
TCGA-CV-7423-01A	65 years, male, white, stage:ii, dead, 3059 days	264.5
TCGA-CV-A45W-01A	76 years, male, white, stage:ii, dead, 1398 days	261.3
TCGA-CV-7446-01A	66 years, male, white, stage:iva, dead, 1093 days	258.1
TCGA-CR-7364-01A	66 years, male, white, stage:iii, alive, 1435 days	257.2
TCGA-P3-A6SW-01A	50 years, male, white, stage:ivb, alive, 1120 days	254.7
TCGA-CQ-7069-01A	77 years, female, white, stage:ii, alive, 1274 days	252.6
TCGA-BB-A5HZ-01A	65 years, male, white, stage:iva, alive, 827 days	249.0
TCGA-MT-A51X-01A	30 years, male, white, stage:iva, alive, 242 days	246.6
TCGA-CV-6950-01A	64 years, male, white, stage:iva, dead, 459 days	240.0
TCGA-CR-6481-01A	47 years, male, white, alive, 311 days	238.8
TCGA-CV-6959-01A	48 years, male, white, stage:iii, dead, 256 days	238.2
TCGA-CR-6478-01A	66 years, female, white, dead, 183 days	236.6
TCGA-CN-6996-01A	58 years, female, white, stage:iva, dead, 530 days	236.5
TCGA-CN-6011-01A	57 years, male, white, stage:iva, alive, 933 days	236.5
TCGA-H7-8501-01A	54 years, male, white, stage:iva, alive, 461 days	235.7
TCGA-BA-A6DB-01A	24 years, female, white, stage:i, alive, 216 days	233.9
TCGA-QK-A652-01A	60 years, male, white, stage:iii, alive, 645 days	233.6
TCGA-CV-6951-01A	57 years, male, white, stage:iva, dead, 915 days	231.0
TCGA-CV-7238-01A	69 years, female, white, stage:ii, alive, 2727 days	230.9
TCGA-QK-A6VC-01A	62 years, female, black or african american, stage:iva, alive, 600 days	226.1
TCGA-CV-7101-01A	80 years, male, white, stage:ii, dead, 160 days	224.7
TCGA-DQ-5625-01A	52 years, female, white, dead, 1133 days	223.7
TCGA-HD-8314-01A	58 years, male, white, stage:iii, alive, 670 days	222.7
TCGA-CQ-A4C6-01A	63 years, male, asian, stage:ii, alive, 1353 days	222.2
TCGA-CN-6010-01A	53 years, male, white, stage:iva, alive, 1523 days	216.2
TCGA-F7-A50G-01A	66 years, male, white, stage:iii, alive, 616 days	215.4
TCGA-QK-A64Z-01A	79 years, female, white, stage:iva, dead, 641 days	215.2
TCGA-QK-A8Z7-01A	59 years, male, black or african american, stage:iva, alive, 392 days	213.1
TCGA-UF-A7JO-01A	79 years, female, white, stage:iva, dead, 631 days	212.9
TCGA-CV-5430-01A	61 years, male, white, stage:iva, alive, 4241 days	212.3
TCGA-CQ-6229-01A	61 years, male, white, stage:ii, alive, 1179 days	211.8
TCGA-CV-6939-01A	60 years, male, white, stage:iva, dead, 666 days	209.8
TCGA-BA-A4IF-01A	59 years, male, white, alive, 895 days	207.8
TCGA-CV-A6JD-01A	82 years, female, white, dead, 182 days	206.0
TCGA-BA-5558-01A	65 years, male, white, alive, 1995 days	204.3
TCGA-UP-A6WW-01A	58 years, male, white, alive, 518 days	204.1
TCGA-CN-A642-01A	57 years, male, white, stage:ivb, dead, 82 days	204.0
TCGA-HD-8635-01A	61 years, female, white, stage:iii, alive, 695 days	203.8
TCGA-UF-A7JV-01A	62 years, female, white, stage:iva, dead, 90 days	203.5
TCGA-F7-8489-01A	48 years, male, white, stage:ii, alive, 658 days	197.3
TCGA-P3-A6T0-01A	47 years, female, white, stage:iva, alive, 578 days	194.6
TCGA-CR-6487-01A	50 years, male, white, stage:i, alive, 234 days	194.5
TCGA-CN-A63T-01A	60 years, male, white, stage:iva, alive, 225 days	193.5
TCGA-CV-7434-01A	64 years, male, white, stage:iva, dead, 218 days	190.8
TCGA-F7-A50I-01A	72 years, male, white, stage:iva, alive, 92 days	190.8
TCGA-BA-5556-01A	58 years, female, white, stage:ii, alive, 725 days	189.1
TCGA-P3-A6T7-01A	55 years, male, white, stage:iva, dead, 487 days	188.3
TCGA-QK-A6IH-01A	65 years, female, white, stage:ivb, alive, 653 days	188.2
TCGA-CQ-5331-01A	73 years, female, white, alive, 1399 days	186.8
TCGA-D6-A4Z9-01A	59 years, male, white, stage:iva, alive, 539 days	186.1
TCGA-CN-5367-01A	60 years, female, white, stage:iva, dead, 352 days	185.3
TCGA-CV-A6K2-01A	79 years, male, white, stage:iva, dead, 317 days	185.2
TCGA-IQ-A6SG-01A	61 years, female, white, stage:iii, alive, 579 days	184.9
TCGA-CV-5966-01A	63 years, female, white, stage:iva, dead, 545 days	184.5
TCGA-CV-6962-01A	66 years, male, white, stage:iva, dead, 126 days	183.5
TCGA-F7-A620-01A	47 years, male, white, stage:iii, alive, 543 days	183.2
TCGA-CV-A6JE-01A	78 years, male, white, alive, 1075 days	182.2
TCGA-P3-A6T4-01A	54 years, male, white, stage:iva, dead, 62 days	181.8
TCGA-HD-7832-01A	52 years, male, white, stage:iva, alive, 836 days	181.0
TCGA-CN-6995-01A	79 years, male, white, stage:iva, dead, 112 days	179.8
TCGA-CN-6021-01A	63 years, female, white, dead, 276 days	178.4
TCGA-CV-A45Z-01A	75 years, male, white, dead, 1466 days	178.2
TCGA-CV-5443-01A	63 years, male, black or african american, stage:iii, alive, 2784 days	178.1
TCGA-CR-7374-01A	67 years, female, white, alive, 30 days	175.4
TCGA-BA-5152-01A	56 years, male, white, stage:iva, alive, 1288 days	175.2
TCGA-CV-6945-01A	41 years, male, white, stage:iva, dead, 366 days	174.5
TCGA-CV-7440-01A	38 years, male, white, stage:ii, dead, 675 days	174.1
TCGA-CV-6960-01A	49 years, male, black or african american, stage:iii, dead, 862 days	174.0
TCGA-CV-7095-01A	87 years, female, stage:ii, dead, 572 days	173.5
TCGA-CQ-5323-01A	82 years, male, white, stage:i, alive, 1466 days	173.3
TCGA-D6-6827-01A	55 years, female, white, stage:i, alive, 568 days	173.2
TCGA-CN-A49B-01A	71 years, male, white, stage:iii, alive, 904 days	171.5
TCGA-D6-A4ZB-01A	61 years, male, white, stage:iii, alive, 376 days	171.0
TCGA-CN-4741-01A	75 years, male, white, stage:iva, alive, 2239 days	170.0
TCGA-CR-7402-01A	68 years, male, white, alive, 911 days	169.8
TCGA-CV-A45U-01A	59 years, male, white, stage:iva, dead, 1079 days	169.1
TCGA-CN-6012-01A	66 years, male, white, stage:iva, alive, 1460 days	168.9
TCGA-CN-5360-01A	68 years, male, white, stage:iva, alive, 2169 days	167.7
TCGA-CV-6956-01A	67 years, male, white, stage:iii, dead, 217 days	167.3
TCGA-F7-A50J-01A	67 years, female, white, stage:iii, alive, 947 days	165.9
TCGA-CQ-A4CD-01A	69 years, male, white, stage:iva, alive, 1022 days	164.0
TCGA-CR-6467-01A	59 years, male, white, stage:iii, alive, 1777 days	162.6
TCGA-CV-7425-01A	77 years, female, white, stage:iii, dead, 1718 days	162.6
TCGA-D6-6823-01A	50 years, male, white, stage:ii, alive, 701 days	160.7
TCGA-BA-A4IH-01A	57 years, male, white, alive, 622 days	160.3
TCGA-D6-6517-01A	59 years, male, white, stage:iii, alive, 292 days	160.0
TCGA-BA-6873-01A	28 years, male, white, stage:iva, alive, 122 days	157.3
TCGA-CV-A6JU-01A	61 years, female, white, stage:ivb, alive, 110 days	154.8
TCGA-CN-6013-01A	56 years, male, white, stage:iva, dead, 727 days	154.3
TCGA-T2-A6X0-01A	49 years, male, white, alive, 216 days	151.9
TCGA-CN-4739-01A	71 years, male, white, stage:iva, dead, 1394 days	150.3
TCGA-CX-A4AQ-01A	56 years, male, white, stage:iva, alive, 1555 days	149.7
TCGA-CR-6491-01A	60 years, male, black or african american, stage:iva, alive, 693 days	149.2
TCGA-T3-A92N-01A	79 years, male, black or african american, stage:iva, dead, 95 days	144.8
TCGA-BA-A6D8-01A	59 years, male, black or african american, stage:iva, alive, 850 days	143.1
TCGA-CR-5249-01A	35 years, female, white, stage:ii, alive, 1152 days	142.4
TCGA-CN-A6V6-01A	59 years, male, white, stage:iva, alive, 635 days	140.6
TCGA-CV-5432-01A	68 years, male, white, stage:iii, alive, 3930 days	139.2
TCGA-F7-A623-01A	70 years, male, white, stage:iva, alive, 616 days	138.3
TCGA-BB-4223-01A	48 years, male, white, stage:iva, alive, 3221 days	138.0
TCGA-KU-A66S-01A	69 years, female, white, stage:iii, dead, 406 days	131.6
TCGA-IQ-A61E-01A	55 years, female, white, stage:iii, alive, 1147 days	131.2
TCGA-BA-4077-01B	45 years, female, white, stage:iva, dead, 1134 days	131.2
TCGA-H7-A6C4-01A	35 years, female, white, stage:iva, dead, 414 days	130.3
TCGA-BA-5153-01A	51 years, male, white, dead, 1762 days	129.7
TCGA-CR-7404-01A	53 years, male, white, alive, 1472 days	127.2
TCGA-CV-A45T-01A	64 years, female, white, dead, 4856 days	124.5
TCGA-QK-A6IG-01A	69 years, male, white, stage:iii, dead, 222 days	124.5
TCGA-CQ-5333-01A	74 years, male, white, stage:ii, dead, 341 days	123.9
TCGA-CN-4738-01A	53 years, male, white, stage:iva, dead, 436 days	123.1
TCGA-CR-6492-01A	78 years, male, white, stage:iii, alive, 479 days	122.7
TCGA-CN-6023-01A	73 years, male, white, stage:iva, alive, 1584 days	122.6
TCGA-CN-6988-01A	47 years, male, white, stage:iva, alive, 318 days	119.3
TCGA-CV-A461-01A	65 years, male, white, dead, 2064 days	118.6
TCGA-CV-6948-01A	79 years, female, white, stage:ivb, dead, 1289 days	117.5
TCGA-BB-4217-01A	68 years, male, black or african american, stage:iva, alive, 187 days	116.3
TCGA-BA-A6DJ-01A	62 years, male, asian, stage:iva, dead, 407 days	114.9
TCGA-TN-A7HI-01A	56 years, male, white, stage:iva, alive, 412 days	112.8
TCGA-UF-A7JK-01A	59 years, male, stage:iva, dead, 424 days	112.2
TCGA-BA-4076-01A	39 years, male, white, dead, 415 days	111.9
TCGA-MT-A67F-01A	60 years, female, white, stage:iva, alive, 384 days	110.8
TCGA-CR-7368-01A	54 years, male, white, stage:iva, alive, 1245 days	110.7
TCGA-CR-7399-01A	60 years, female, white, stage:iva, alive, 181 days	110.4
TCGA-CN-4730-01A	62 years, male, white, stage:iva, alive, 817 days	110.2
TCGA-UF-A71E-01A	63 years, male, white, stage:iva, dead, 1504 days	109.9
TCGA-CV-7428-01A	47 years, male, white, stage:iva, dead, 1671 days	106.5
TCGA-CQ-5327-01A	61 years, female, asian, stage:iva, alive, 1660 days	106.3
TCGA-CN-4725-01A	60 years, male, white, stage:ii, alive, 1157 days	105.1
TCGA-KU-A6H8-01A	41 years, male, white, stage:iva, dead, 327 days	104.6
TCGA-P3-A6T3-01A	49 years, male, white, stage:iva, dead, 577 days	103.5
TCGA-IQ-A6SH-01A	55 years, male, black or african american, stage:iii, alive, 471 days	102.7
TCGA-CR-6473-01A	68 years, male, white, alive, 1125 days	102.5
TCGA-HL-7533-01A	65 years, male, white, alive, 1057 days	102.1
TCGA-BA-6868-01B	53 years, male, black or african american, dead, 472 days	101.6
TCGA-CV-7418-01A	62 years, male, black or african american, stage:iva, dead, 789 days	101.5
TCGA-BA-4075-01A	49 years, male, black or african american, stage:iii, dead, 283 days	101.4
TCGA-BA-5555-01A	54 years, male, black or african american, stage:iva, alive, 520 days	96.4
TCGA-D6-A6EO-01A	44 years, male, white, stage:iva, alive, 759 days	96.2
TCGA-T2-A6WZ-01A	53 years, male, white, dead, 484 days	95.7
TCGA-CN-A499-01A	60 years, female, white, stage:ii, alive, 717 days	93.3
TCGA-CQ-6223-01A	69 years, male, white, stage:ii, alive, 1428 days	90.8
TCGA-CV-5440-01A	52 years, male, white, stage:iva, alive, 3270 days	90.3
TCGA-MT-A51W-01A	52 years, female, white, stage:i, alive, 437 days	89.9
TCGA-CV-7432-01A	79 years, male, white, stage:ii, dead, 2570 days	89.1
TCGA-CQ-6220-01A	69 years, male, white, stage:iii, dead, 985 days	88.3
TCGA-CR-7373-01A	66 years, male, white, stage:iva, alive, 889 days	88.1
TCGA-CV-7250-01A	64 years, male, white, stage:iva, dead, 2900 days	87.8
TCGA-CV-7427-01A	73 years, female, white, stage:ii, dead, 4760 days	87.2
TCGA-D6-6516-01A	69 years, male, white, stage:i, alive, 773 days	86.8
TCGA-CV-A6JO-01B	69 years, male, white, stage:iva, dead, 197 days	85.9
TCGA-CQ-6222-01A	63 years, male, white, stage:iva, alive, 2016 days	84.7
TCGA-CV-5977-01A	66 years, male, white, stage:iva, alive, 1840 days	84.2
TCGA-UF-A7JC-01A	42 years, male, white, stage:iva, dead, 546 days	83.7
TCGA-CV-6938-01A	87 years, male, white, stage:ii, dead, 144 days	83.7
TCGA-BA-6870-01A	60 years, female, black or african american, dead, 451 days	83.4
TCGA-MZ-A5BI-01A	53 years, male, white, dead, 217 days	83.0
TCGA-CR-7385-01A	42 years, male, white, alive, 997 days	82.4
TCGA-CR-5248-01A	53 years, male, white, alive, 1663 days	81.3
TCGA-QK-A6IF-01A	61 years, male, white, alive, 704 days	77.7
TCGA-CV-6952-01A	65 years, female, white, stage:iva, dead, 185 days	74.7
TCGA-BB-4225-01A	73 years, male, white, alive, 146 days	74.3
TCGA-F7-A61V-01A	54 years, male, white, stage:ii, alive, 759 days	74.0
TCGA-CV-A45X-01A	47 years, male, white, stage:iva, dead, 198 days	74.0
TCGA-CN-A63W-01A	48 years, female, white, stage:iva, dead, 377 days	74.0
TCGA-CQ-7063-01A	59 years, female, white, stage:i, alive, 2133 days	73.9
TCGA-HD-7229-01A	60 years, male, white, stage:iva, alive, 1027 days	73.7
TCGA-CV-7430-01A	56 years, male, white, stage:iva, dead, 495 days	71.2
TCGA-CV-A6K1-01A	65 years, male, white, stage:iva, alive, 685 days	68.8
TCGA-UF-A71D-01A	54 years, female, white, stage:iva, alive, 1461 days	68.6
TCGA-CV-7437-01A	77 years, male, stage:ii, dead, 506 days	68.0
TCGA-BA-A6DE-01A	70 years, female, white, stage:ii, alive, 440 days	67.9
TCGA-CR-6493-01A	69 years, male, black or african american, stage:iva, dead, 282 days	66.7
TCGA-BA-A6DL-01A	59 years, male, white, alive, 623 days	66.4
TCGA-P3-A5QF-01A	49 years, male, white, stage:iva, dead, 330 days	66.1
TCGA-QK-A8Z8-01A	60 years, female, black or african american, stage:ivc, dead, 171 days	65.6
TCGA-CV-A6JM-01A	85 years, male, white, dead, 194 days	65.2
TCGA-CN-5365-01A	38 years, male, white, stage:ivb, dead, 351 days	63.6
TCGA-CQ-A4CE-01A	76 years, female, stage:ii, alive, 897 days	62.3
TCGA-CV-A45O-01A	57 years, male, white, alive, 851 days	61.6
TCGA-CQ-7065-01A	40 years, male, asian, stage:ii, alive, 1628 days	61.2
TCGA-CN-A63U-01A	50 years, male, white, stage:iva, alive, 964 days	60.3
TCGA-CV-7089-01A	74 years, male, white, stage:iva, dead, 1972 days	60.1
TCGA-BB-4227-01A	66 years, male, white, stage:iva, alive, 134 days	58.8
TCGA-UF-A719-01A	54 years, male, stage:ii, alive, 1663 days	58.0
TCGA-TN-A7HJ-01A	51 years, male, white, stage:iva, alive, 403 days	57.5
TCGA-P3-A5Q5-01A	54 years, male, white, stage:iva, alive, 910 days	56.1
TCGA-HD-8634-01A	51 years, female, white, stage:i, dead, 385 days	55.8
TCGA-CN-5374-01A	56 years, female, white, stage:iva, dead, 1732 days	53.9
TCGA-CV-A463-01A	82 years, female, white, stage:iva, dead, 23 days	52.5
TCGA-CV-7242-01A	60 years, female, white, stage:ii, alive, 1095 days	52.3
TCGA-CX-7086-01A	53 years, male, black or african american, stage:iii, alive, 573 days	51.8
TCGA-CV-A45P-01A	83 years, female, white, stage:i, alive, 639 days	51.8
TCGA-DQ-7591-01A	62 years, male, white, alive, 622 days	51.4
TCGA-CV-5979-01A	26 years, male, white, stage:iva, alive, 1315 days	49.7
TCGA-CV-7099-01A	85 years, female, white, stage:ii, dead, 243 days	49.2
TCGA-CV-7407-01A	67 years, female, white, stage:ii, dead, 1081 days	48.6
TCGA-CV-6953-01A	80 years, female, white, stage:iii, dead, 1641 days	46.1
TCGA-UF-A7JF-01A	80 years, male, white, stage:iva, alive, 1686 days	46.1
TCGA-MT-A67A-01A	85 years, female, white, stage:i, alive, 914 days	46.1
TCGA-BA-6869-01A	62 years, male, white, stage:iii, alive, 644 days	45.7
TCGA-CV-7255-01A	32 years, female, white, stage:iva, dead, 64 days	45.5
TCGA-CV-6003-01A	50 years, female, white, stage:iii, alive, 1665 days	45.3
TCGA-CN-A498-01A	61 years, female, white, stage:iii, dead, 773 days	45.3
TCGA-MZ-A6I9-01A	68 years, male, white, dead, 489 days	44.5
TCGA-BA-A6DI-01A	62 years, male, black or african american, dead, 336 days	44.2
TCGA-F7-A61W-01A	51 years, male, asian, stage:iva, alive, 14 days	43.9
TCGA-D6-A6EM-01A	65 years, female, white, stage:iii, alive, 232 days	43.8
TCGA-CR-6480-01A	53 years, male, white, alive, 362 days	43.5
TCGA-CN-A6V3-01A	61 years, male, white, stage:iva, alive, 742 days	43.1
TCGA-CV-A465-01A	24 years, male, white, stage:iii, dead, 215 days	43.0
TCGA-F7-A624-01A	73 years, male, white, stage:ii, alive, 378 days	42.2
TCGA-CV-7253-01A	58 years, male, black or african american, stage:iva, dead, 361 days	41.0
TCGA-P3-A6T6-01A	53 years, male, white, stage:iva, dead, 395 days	40.3
TCGA-KU-A6H7-01A	55 years, female, white, stage:iva, alive, 586 days	40.2
TCGA-CV-A6JY-01A	69 years, male, white, stage:iva, alive, 646 days	40.0
TCGA-CN-6998-01A	53 years, male, white, stage:iva, dead, 357 days	39.9
TCGA-CQ-7068-01A	80 years, female, white, stage:ii, alive, 1309 days	39.7
TCGA-C9-A47Z-01A	72 years, female, asian, stage:iii, dead, 191 days	38.7
TCGA-CV-5439-01A	62 years, male, white, stage:iva, dead, 546 days	37.7
TCGA-IQ-7632-01A	68 years, female, white, stage:iva, alive, 441 days	37.2
TCGA-KU-A66T-01A	53 years, female, white, stage:iva, alive, 552 days	36.7
TCGA-QK-A8ZA-01A	60 years, male, black or african american, dead, 371 days	36.2
TCGA-T2-A6WX-01A	73 years, female, white, dead, 209 days	36.0
TCGA-CV-6436-01A	62 years, male, white, stage:iva, alive, 1899 days	35.2
TCGA-BB-4224-01A	52 years, male, white, stage:iva, alive, 278 days	34.8
TCGA-CN-A641-01A	47 years, male, white, stage:iva, alive, 367 days	34.0
TCGA-C9-A480-01A	45 years, female, asian, stage:iii, alive, 386 days	33.4
TCGA-HD-A6I0-01A	56 years, male, white, stage:iva, alive, 210 days	33.3
TCGA-BB-A6UM-01A	52 years, male, white, stage:iii, alive, 393 days	33.1
TCGA-P3-A5QE-01A	49 years, male, white, stage:iii, alive, 1559 days	32.0
TCGA-D6-A6EK-01A	67 years, male, white, stage:iii, alive, 875 days	31.9
TCGA-CV-A6JN-01A	53 years, male, white, alive, 906 days	30.5
TCGA-UF-A7JS-01A	59 years, male, white, stage:iva, dead, 680 days	29.7
TCGA-MZ-A7D7-01A	51 years, male, white, stage:iva, alive, 547 days	29.2
TCGA-QK-AA3J-01A	69 years, male, black or african american, stage:i, alive, 466 days	28.8
TCGA-TN-A7HL-01A	59 years, male, white, stage:iva, alive, 619 days	27.9
TCGA-D6-A6EN-01A	72 years, male, white, stage:iii, alive, 687 days	27.5
TCGA-IQ-A61G-01A	57 years, male, white, stage:iva, alive, 360 days	26.9
TCGA-BA-A6DA-01A	41 years, female, white, stage:iva, alive, 351 days	26.7
TCGA-CN-A49C-01A	67 years, male, white, alive, 645 days	25.7
TCGA-H7-7774-01A	75 years, female, white, stage:iva, alive, 407 days	24.8
TCGA-CV-6433-01A	57 years, male, white, stage:ii, alive, 641 days	24.8
TCGA-BB-8601-01A	84 years, male, black or african american, stage:iii, alive, 624 days	23.4
TCGA-QK-A6V9-01A	56 years, male, white, stage:ii, alive, 833 days	23.2
TCGA-F7-A622-01A	75 years, male, white, stage:iii, dead, 359 days	21.8
TCGA-DQ-7588-01A	66 years, male, white, dead, 427 days	21.7
TCGA-F7-A61S-01A	62 years, male, white, stage:iii, alive, 576 days	21.2
TCGA-CV-7180-01A	34 years, male, white, stage:ii, dead, 327 days	21.2
TCGA-RS-A6TP-01A	58 years, male, white, stage:ii, alive, 516 days	20.9
TCGA-BA-A4IG-01A	77 years, male, white, alive, 855 days	20.4
TCGA-HD-A634-01A	57 years, male, white, stage:iva, dead, 130 days	20.1
TCGA-IQ-A61I-01A	63 years, male, black or african american, stage:iva, dead, 2 days	19.6
TCGA-CV-A45Q-01A	69 years, female, white, dead, 5152 days	15.9
TCGA-D6-A6ES-01A	50 years, male, white, stage:iva, alive, 389 days	14.3
TCGA-QK-A6II-01A	52 years, male, white, stage:iva, dead, 284 days	13.4
TCGA-CQ-6225-01A	65 years, male, white, stage:iii, dead, 403 days	13.0
TCGA-CV-5973-01A	62 years, female, white, stage:iii, alive, 2641 days	10.5
TCGA-CV-5442-01A	76 years, female, white, stage:iva, alive, 2327 days	10.0
TCGA-CN-A6V7-01A	40 years, male, white, stage:iva, alive, 594 days	9.7
TCGA-CN-A6UY-01A	57 years, male, white, stage:iva, alive, 713 days	9.3
TCGA-CV-6441-01A	60 years, male, white, stage:iii, dead, 292 days	8.4
TCGA-CV-6955-01A	74 years, female, white, stage:ii, dead, 334 days	8.2
TCGA-QK-A6IJ-01A	71 years, male, white, stage:iii, alive, 387 days	7.4
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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. This score is based on the staining intensity and fraction of stained cells. Read more	Antibody HPA007583	Antibody CAB016766	Antibody CAB059993
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
Click images for details