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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
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
KRT6A is not prognostic in Head and Neck Squamous Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
8734.7
Number of samples
492
Samples
Sample
Description
TPM
TCGA-H7-7774-01A
75 years, female, white, stage:Stage IVA, alive, 407 days
45642.6
TCGA-CN-5373-01A
55 years, female, white, stage:Stage I, alive, 1584 days
38330.5
TCGA-CV-7411-01A
64 years, female, white, stage:Stage IVA, dead, 2717 days
37583.6
TCGA-CR-7391-01A
36 years, female, white, stage:Stage I, alive, 913 days
29273.3
TCGA-CV-6955-01A
74 years, female, white, stage:Stage II, dead, 334 days
28064.0
TCGA-CR-6491-01A
60 years, male, black or african american, stage:Stage IVA, alive, 693 days
27886.3
TCGA-CV-7430-01A
56 years, male, white, stage:Stage IVA, dead, 495 days
26912.8
TCGA-CV-7183-01A
53 years, male, white, stage:Stage II, alive, 3981 days
26732.4
TCGA-CN-4734-01A
70 years, male, white, stage:Stage II, alive, 1690 days
26179.1
TCGA-CN-4722-01A
61 years, female, white, stage:Stage II, alive, 1483 days
25168.7
TCGA-CQ-6220-01A
69 years, male, white, stage:Stage III, dead, 985 days
24554.4
TCGA-C9-A47Z-01A
72 years, female, asian, stage:Stage III, dead, 191 days
24328.7
TCGA-CQ-6223-01A
69 years, male, white, stage:Stage II, alive, 1428 days
24264.3
TCGA-CN-5365-01A
38 years, male, white, stage:Stage IVB, dead, 351 days
24231.3
TCGA-IQ-A61J-01A
54 years, male, white, stage:Stage IVA, alive, 1021 days
24026.5
TCGA-CV-6935-01A
67 years, male, white, stage:Stage IVA, dead, 295 days
23945.2
TCGA-CR-7386-01A
69 years, male, white, stage:Stage IVA, alive, 1430 days
23547.0
TCGA-CR-7401-01A
64 years, male, white, stage:Stage I, alive, 1077 days
22867.6
TCGA-UF-A7JC-01A
42 years, male, white, stage:Stage IVA, dead, 546 days
22754.0
TCGA-CQ-6218-01A
52 years, female, white, stage:Stage IVA, alive, 1253 days
22479.4
TCGA-D6-6516-01A
69 years, male, white, stage:Stage I, alive, 773 days
22311.2
TCGA-CV-A463-01A
82 years, female, white, stage:Stage IVA, dead, 23 days
22240.4
TCGA-F7-A50G-01A
66 years, male, white, stage:Stage III, alive, 616 days
21972.9
TCGA-CR-6471-01A
58 years, male, white, stage:Stage IVA, dead, 1202 days
21843.0
TCGA-T2-A6X2-01A
82 years, male, white, stage:Stage III, alive, 987 days
21244.2
TCGA-CR-7365-01A
60 years, male, white, stage:Stage IVA, alive, 1191 days
20886.5
TCGA-CV-A45V-01A
87 years, female, white, stage:Stage IVA, dead, 32 days
20625.1
TCGA-HD-8634-01A
51 years, female, white, stage:Stage I, dead, 385 days
20044.2
TCGA-CQ-A4CE-01A
76 years, female, stage:Stage II, alive, 897 days
19994.2
TCGA-CV-A45P-01A
82 years, female, white, stage:Stage I, alive, 639 days
19668.3
TCGA-CQ-7065-01A
40 years, male, asian, stage:Stage II, alive, 1628 days
19657.9
TCGA-CV-A6JY-01A
69 years, male, white, stage:Stage IVA, alive, 646 days
19564.3
TCGA-CR-7372-01A
45 years, male, white, stage:Stage I, alive, 759 days
19257.2
TCGA-CV-7089-01A
74 years, male, white, stage:Stage IVA, dead, 1972 days
19212.2
TCGA-CQ-7071-01A
76 years, female, white, stage:Stage III, alive, 1311 days
19147.1
TCGA-CV-7425-01A
77 years, female, white, stage:Stage III, dead, 1718 days
19066.2
TCGA-D6-6825-01A
73 years, male, white, stage:Stage I, alive, 491 days
19036.8
TCGA-CQ-5331-01A
73 years, female, white, stage:'--, alive, 1399 days
18951.0
TCGA-CR-7393-01A
26 years, male, white, stage:Stage III, alive, 993 days
18843.0
TCGA-CV-6943-01A
74 years, male, white, stage:Stage III, dead, 602 days
18598.3
TCGA-CV-A465-01A
24 years, male, white, stage:Stage III, dead, 215 days
18556.8
TCGA-MT-A51W-01A
52 years, female, white, stage:Stage I, alive, 437 days
18535.4
TCGA-CV-5442-01A
76 years, female, white, stage:Stage IVA, alive, 2327 days
18428.9
TCGA-CR-7380-01A
58 years, male, white, stage:Stage IVB, dead, 606 days
18413.3
TCGA-CV-A45O-01A
57 years, male, white, stage:'--, alive, 851 days
18402.0
TCGA-CV-7423-01A
65 years, male, white, stage:Stage II, dead, 3059 days
18329.6
TCGA-C9-A480-01A
45 years, female, asian, stage:Stage III, alive, 386 days
18208.9
TCGA-IQ-7632-01A
68 years, female, white, stage:Stage IVA, alive, 441 days
18077.9
TCGA-CN-4737-01A
19 years, male, white, stage:Stage IVA, alive, 625 days
18064.4
TCGA-CV-7413-01A
74 years, female, white, stage:Stage II, dead, 294 days
18063.1
TCGA-CV-7095-01A
87 years, female, stage:Stage II, dead, 572 days
17910.4
TCGA-CV-7245-01A
62 years, male, white, stage:Stage IVA, alive, 797 days
17817.1
TCGA-CV-5970-01A
59 years, male, white, stage:Stage IVA, dead, 406 days
17750.1
TCGA-CQ-5326-01A
67 years, male, white, stage:Stage IVA, dead, 89 days
17721.9
TCGA-BA-5558-01A
65 years, male, white, stage:'--, alive, 1995 days
17709.7
TCGA-CV-6952-01A
65 years, female, white, stage:Stage IVA, dead, 185 days
17489.6
TCGA-CV-7427-01A
73 years, female, white, stage:Stage II, dead, 4760 days
17414.3
TCGA-CV-5439-01A
62 years, male, white, stage:Stage IVA, dead, 546 days
17112.8
TCGA-BA-5557-01A
41 years, female, stage:Stage III, alive, 623 days
16905.8
TCGA-BA-5556-01A
58 years, female, white, stage:Stage II, alive, 725 days
16792.8
TCGA-CV-6953-01A
80 years, female, white, stage:Stage III, dead, 1641 days
16749.0
TCGA-CV-7091-01A
54 years, male, white, stage:Stage I, alive, 3381 days
16618.6
TCGA-CV-7180-01A
34 years, male, white, stage:Stage II, dead, 327 days
16555.6
TCGA-CV-6945-01A
41 years, male, white, stage:Stage IVA, dead, 366 days
16537.7
TCGA-CR-7397-01A
44 years, male, white, stage:Stage IVA, alive, 754 days
16404.6
TCGA-CV-7434-01A
64 years, male, white, stage:Stage IVA, dead, 218 days
16357.1
TCGA-CQ-7063-01A
59 years, female, white, stage:Stage I, alive, 2133 days
16188.8
TCGA-CQ-6222-01A
63 years, male, white, stage:Stage IVA, alive, 2016 days
16151.8
TCGA-CN-4729-01A
73 years, male, white, stage:Stage III, alive, 392 days
15710.7
TCGA-D6-A4Z9-01A
59 years, male, white, stage:Stage IVA, alive, 539 days
15659.2
TCGA-P3-A6T4-01A
54 years, male, white, stage:Stage IVA, dead, 62 days
15565.1
TCGA-DQ-7592-01A
57 years, male, american indian or alaska native, stage:'--, alive, 1143 days
15513.7
TCGA-CN-A498-01A
61 years, female, white, stage:Stage III, dead, 773 days
15441.1
TCGA-CN-4738-01A
53 years, male, white, stage:Stage IVA, dead, 436 days
15323.5
TCGA-CV-7410-01A
61 years, male, white, stage:Stage III, dead, 6417 days
15284.9
TCGA-CQ-5323-01A
82 years, male, white, stage:Stage I, alive, 1466 days
15248.9
TCGA-CV-7428-01A
47 years, male, white, stage:Stage IVA, dead, 1671 days
15202.1
TCGA-CV-7177-01A
82 years, female, white, stage:Stage II, dead, 663 days
15170.9
TCGA-CR-7395-01A
80 years, female, white, stage:Stage II, alive, 930 days
14912.2
TCGA-CR-7394-01A
70 years, male, white, stage:Stage IVA, alive, 1346 days
14761.9
TCGA-BA-5151-01A
72 years, male, white, stage:Stage IVA, alive, 722 days
14626.6
TCGA-CV-7102-01A
76 years, female, white, stage:Stage IVA, dead, 56 days
14603.7
TCGA-HD-A4C1-01A
41 years, female, black or african american, stage:Stage IVA, alive, 11 days
14532.7
TCGA-CN-4725-01A
60 years, male, white, stage:Stage II, alive, 1157 days
14498.9
TCGA-CN-5356-01A
56 years, male, white, stage:Stage III, alive, 1409 days
14481.3
TCGA-QK-A64Z-01A
79 years, female, white, stage:Stage IVA, dead, 641 days
14263.1
TCGA-CV-7432-01A
79 years, male, white, stage:Stage II, dead, 2570 days
14259.4
TCGA-CQ-6229-01A
61 years, male, white, stage:Stage II, alive, 1179 days
14144.4
TCGA-D6-6517-01A
59 years, male, white, stage:Stage III, alive, 292 days
14143.4
TCGA-F7-A50J-01A
67 years, female, white, stage:Stage III, alive, 947 days
14023.7
TCGA-P3-A6T7-01A
55 years, male, white, stage:Stage IVA, dead, 487 days
13967.6
TCGA-BA-6872-01A
47 years, male, white, stage:'--, dead, 384 days
13937.8
TCGA-CV-7104-01A
61 years, female, white, stage:Stage IVA, dead, 393 days
13887.3
TCGA-CV-6959-01A
48 years, male, white, stage:Stage III, dead, 256 days
13804.5
TCGA-CN-6994-01A
67 years, male, white, stage:Stage IVA, alive, 1183 days
13540.5
TCGA-TN-A7HJ-01A
51 years, male, white, stage:Stage IVA, alive, 403 days
13479.2
TCGA-CX-7086-01A
53 years, male, black or african american, stage:Stage III, alive, 573 days
13466.7
TCGA-F7-8489-01A
48 years, male, white, stage:Stage II, alive, 658 days
13453.1
TCGA-CN-6011-01A
57 years, male, white, stage:Stage IVA, alive, 933 days
13408.1
TCGA-CN-5367-01A
60 years, female, white, stage:Stage IVA, dead, 352 days
13388.7
TCGA-H7-A6C4-01A
35 years, female, white, stage:Stage IVA, dead, 414 days
13325.0
TCGA-CR-7379-01A
78 years, female, white, stage:Stage IVA, alive, 1036 days
13322.8
TCGA-HD-7229-01A
60 years, male, white, stage:Stage IVA, alive, 1027 days
13122.6
TCGA-CN-6021-01A
63 years, female, white, stage:'--, dead, 276 days
13096.7
TCGA-CN-6018-01A
85 years, female, white, stage:Stage IVA, dead, 580 days
13037.1
TCGA-CN-5366-01A
51 years, male, white, stage:Stage IVA, dead, 360 days
12870.8
TCGA-CV-7255-01A
32 years, female, white, stage:Stage IVA, dead, 64 days
12791.3
TCGA-CX-7085-01A
77 years, female, white, stage:Stage I, alive, 321 days
12719.0
TCGA-CV-A468-01A
42 years, male, stage:Stage IVA, dead, 464 days
12668.0
TCGA-BB-A6UO-01A
61 years, female, white, stage:Stage IVA, dead, 268 days
12581.1
TCGA-CR-6477-01A
56 years, female, white, stage:'--, alive, 514 days
12545.5
TCGA-CN-4736-01A
70 years, female, white, stage:'--, dead, 395 days
12504.7
TCGA-CQ-A4C6-01A
63 years, male, asian, stage:Stage II, alive, 1353 days
12421.7
TCGA-CQ-5324-01A
59 years, male, white, stage:Stage III, alive, 1593 days
12365.4
TCGA-CV-7253-01A
58 years, male, black or african american, stage:Stage IVA, dead, 361 days
12309.3
TCGA-CN-A499-01A
60 years, female, white, stage:Stage II, alive, 717 days
12273.8
TCGA-CR-7369-01A
59 years, male, white, stage:Stage IVA, dead, 1090 days
12141.3
TCGA-P3-A6T0-01A
47 years, female, white, stage:Stage IVA, alive, 578 days
12104.5
TCGA-DQ-5625-01A
52 years, female, white, stage:'--, dead, 1133 days
12014.9
TCGA-CN-4726-01A
68 years, male, white, stage:Stage IVA, dead, 142 days
11931.0
TCGA-CQ-5327-01A
61 years, female, asian, stage:Stage IVA, alive, 1660 days
11921.4
TCGA-BA-A6DB-01A
24 years, female, white, stage:Stage I, alive, 216 days
11904.4
TCGA-CN-5369-01A
90 years, female, white, stage:Stage IVA, dead, 1 days
11856.1
TCGA-CV-7415-01A
60 years, male, white, stage:Stage IVA, dead, 695 days
11797.0
TCGA-CN-4741-01A
75 years, male, white, stage:Stage IVA, alive, 2239 days
11737.7
TCGA-MT-A51X-01A
30 years, male, white, stage:Stage IVA, alive, 242 days
11724.5
TCGA-CV-A45T-01A
64 years, female, white, stage:'--, dead, 4856 days
11712.6
TCGA-UF-A7JH-01A
59 years, male, black or african american, stage:Stage IVA, alive, 896 days
11689.0
TCGA-IQ-A6SH-01A
55 years, male, black or african american, stage:Stage III, alive, 471 days
11682.4
TCGA-H7-8502-01A
50 years, male, white, stage:Stage IVA, alive, 458 days
11640.5
TCGA-UF-A7JK-01A
59 years, male, stage:Stage IVA, dead, 424 days
11580.5
TCGA-CR-7377-01A
58 years, male, white, stage:Stage IVA, dead, 279 days
11542.7
TCGA-CV-7236-01A
77 years, female, white, stage:Stage IVA, dead, 144 days
11533.9
TCGA-CQ-5329-01A
46 years, female, white, stage:Stage II, alive, 2143 days
11380.7
TCGA-F7-A623-01A
70 years, male, white, stage:Stage IVA, alive, 616 days
11364.4
TCGA-CV-A45R-01A
46 years, male, white, stage:Stage III, alive, 5480 days
11350.1
TCGA-CN-4742-01A
48 years, female, white, stage:Stage IVA, dead, 397 days
11252.4
TCGA-IQ-A6SG-01A
61 years, female, white, stage:Stage III, alive, 579 days
11232.6
TCGA-HD-7753-01A
62 years, male, black or african american, stage:Stage I, alive, 866 days
11148.7
TCGA-CQ-7069-01A
77 years, female, white, stage:Stage II, alive, 1274 days
11022.8
TCGA-CV-5977-01A
66 years, male, white, stage:Stage IVA, alive, 1840 days
10972.8
TCGA-QK-A8ZB-01A
68 years, male, black or african american, stage:Stage IVA, alive, 542 days
10890.4
TCGA-D6-6515-01A
82 years, female, white, stage:Stage II, dead, 403 days
10870.0
TCGA-CN-6020-01A
58 years, male, black or african american, stage:Stage III, dead, 205 days
10849.2
TCGA-CV-5436-01A
65 years, male, stage:Stage IVA, dead, 584 days
10827.2
TCGA-CV-7252-01A
62 years, female, black or african american, stage:Stage IVA, dead, 151 days
10808.2
TCGA-MT-A67A-01A
85 years, female, white, stage:Stage I, alive, 914 days
10776.7
TCGA-CN-5355-01A
64 years, male, black or african american, stage:Stage IVA, alive, 1278 days
10756.8
TCGA-HD-7832-01A
52 years, male, white, stage:Stage IVA, alive, 836 days
10753.0
TCGA-CV-7097-01A
53 years, male, white, stage:Stage II, dead, 385 days
10684.3
TCGA-CR-6492-01A
78 years, male, white, stage:Stage III, alive, 479 days
10677.5
TCGA-UF-A718-01A
62 years, male, white, stage:Stage IVA, alive, 1971 days
10651.0
TCGA-RS-A6TO-01A
82 years, female, white, stage:Stage IVA, dead, 387 days
10645.1
TCGA-CR-6488-01A
68 years, female, white, stage:Stage II, alive, 379 days
10571.0
TCGA-QK-A652-01A
60 years, male, white, stage:Stage III, alive, 645 days
10555.8
TCGA-DQ-5629-01A
64 years, male, white, stage:'--, dead, 941 days
10449.1
TCGA-BA-A6DI-01A
62 years, male, black or african american, stage:'--, dead, 336 days
10429.3
TCGA-CV-7433-01A
49 years, male, white, stage:Stage IVA, dead, 601 days
10413.1
TCGA-CV-A6K2-01A
79 years, male, white, stage:Stage IVA, dead, 317 days
10392.1
TCGA-CV-5432-01A
68 years, male, white, stage:Stage III, alive, 3930 days
10373.5
TCGA-CR-7367-01A
52 years, male, white, stage:Stage IVA, alive, 1440 days
10355.7
TCGA-CR-7373-01A
66 years, male, white, stage:Stage IVA, alive, 889 days
10268.7
TCGA-CV-7099-01A
85 years, female, white, stage:Stage II, dead, 243 days
10259.3
TCGA-CV-5434-01A
60 years, male, black or african american, stage:Stage IVA, dead, 3314 days
10245.5
TCGA-CR-6484-01A
67 years, female, asian, stage:Stage IVA, alive, 354 days
10237.4
TCGA-DQ-5624-01A
43 years, female, white, stage:'--, alive, 1778 days
10225.6
TCGA-CR-7389-01A
55 years, male, black or african american, stage:'--, alive, 392 days
10197.1
TCGA-CQ-5325-01A
65 years, male, white, stage:Stage I, dead, 654 days
10159.7
TCGA-BA-A6DJ-01A
62 years, male, asian, stage:Stage IVA, dead, 407 days
10123.9
TCGA-CQ-5332-01A
87 years, male, white, stage:Stage III, dead, 317 days
10103.5
TCGA-D6-A4ZB-01A
61 years, male, white, stage:Stage III, alive, 376 days
10068.1
TCGA-CN-6998-01A
53 years, male, white, stage:Stage IVA, dead, 357 days
10066.5
TCGA-CV-A45X-01A
47 years, male, white, stage:Stage IVA, dead, 198 days
10062.3
TCGA-F7-A61S-01A
62 years, male, white, stage:Stage III, alive, 576 days
10050.3
TCGA-HD-8635-01A
61 years, female, white, stage:Stage III, alive, 695 days
10021.2
TCGA-CR-6493-01A
69 years, male, black or african american, stage:Stage IVA, dead, 282 days
10011.6
TCGA-CN-6996-01A
58 years, female, white, stage:Stage IVA, dead, 530 days
9984.1
TCGA-CR-7368-01A
54 years, male, white, stage:Stage IVA, alive, 1245 days
9961.5
TCGA-CN-6016-01A
64 years, male, white, stage:Stage IVA, alive, 1443 days
9952.3
TCGA-P3-A6SX-01A
67 years, male, white, stage:Stage III, dead, 1430 days
9890.7
TCGA-BA-6873-01A
28 years, male, white, stage:Stage IVA, alive, 122 days
9885.8
TCGA-CN-6013-01A
56 years, male, white, stage:Stage IVA, dead, 727 days
9856.5
TCGA-BA-4076-01A
39 years, male, white, stage:'--, dead, 415 days
9813.3
TCGA-BA-A6DD-01A
44 years, male, black or african american, stage:Stage IVA, dead, 173 days
9770.7
TCGA-CV-A464-01A
48 years, male, white, stage:Stage III, alive, 1722 days
9684.0
TCGA-BB-4227-01A
66 years, male, white, stage:Stage IVA, alive, 134 days
9682.2
TCGA-D6-8569-01A
52 years, male, white, stage:Stage II, alive, 770 days
9656.2
TCGA-DQ-7588-01A
66 years, male, white, stage:'--, dead, 427 days
9567.6
TCGA-CV-6950-01A
64 years, male, white, stage:Stage IVA, dead, 459 days
9515.3
TCGA-CV-5979-01A
26 years, male, white, stage:Stage IVA, alive, 1315 days
9479.8
TCGA-BA-A6DL-01A
59 years, male, white, stage:'--, alive, 623 days
9440.3
TCGA-DQ-5630-01A
73 years, male, white, stage:'--, alive, 1030 days
9394.0
TCGA-CV-7261-01A
57 years, male, white, stage:Stage IVA, alive, 1512 days
9255.4
TCGA-CV-6003-01A
50 years, female, white, stage:Stage III, alive, 1665 days
9253.0
TCGA-CQ-5334-01A
87 years, male, white, stage:Stage IVA, dead, 129 days
9225.6
TCGA-BA-6870-01A
60 years, female, black or african american, stage:'--, dead, 451 days
9210.3
TCGA-CV-7446-01A
66 years, male, white, stage:Stage IVA, dead, 1093 days
9190.8
TCGA-BB-A5HZ-01A
65 years, male, white, stage:Stage IVA, alive, 827 days
9165.5
TCGA-CN-A6V3-01A
61 years, male, white, stage:Stage IVA, alive, 742 days
9161.9
TCGA-F7-A620-01A
47 years, male, white, stage:Stage III, alive, 543 days
9141.8
TCGA-F7-A50I-01A
72 years, male, white, stage:Stage IVA, alive, 92 days
9106.9
TCGA-D6-6826-01A
64 years, female, white, stage:Stage IVA, dead, 348 days
9063.6
TCGA-HD-A633-01A
74 years, male, white, stage:Stage IVA, alive, 421 days
9050.5
TCGA-P3-A5Q6-01A
49 years, male, white, stage:Stage IVA, dead, 480 days
9048.1
TCGA-IQ-7630-01A
49 years, male, white, stage:Stage II, alive, 485 days
9045.5
TCGA-P3-A6T3-01A
49 years, male, white, stage:Stage IVA, dead, 577 days
9016.5
TCGA-CN-A641-01A
47 years, male, white, stage:Stage IVA, alive, 367 days
8930.7
TCGA-CV-7247-01A
55 years, male, white, stage:Stage III, dead, 577 days
8910.4
TCGA-BA-5152-01A
56 years, male, white, stage:Stage IVA, alive, 1288 days
8835.4
TCGA-CN-A49B-01A
71 years, male, white, stage:Stage III, alive, 904 days
8790.6
TCGA-CQ-A4CH-01A
58 years, male, asian, stage:Stage II, dead, 379 days
8682.0
TCGA-CR-7390-01A
67 years, male, white, stage:Stage IVA, alive, 1508 days
8680.2
TCGA-CV-7407-01A
67 years, female, white, stage:Stage II, dead, 1081 days
8632.8
TCGA-CV-5444-01A
64 years, male, black or african american, stage:Stage IVA, alive, 2437 days
8541.9
TCGA-CN-4740-01A
79 years, female, white, stage:Stage IVA, dead, 839 days
8494.2
TCGA-F7-A622-01A
75 years, male, white, stage:Stage III, dead, 359 days
8429.5
TCGA-MT-A67F-01A
60 years, female, white, stage:Stage IVA, alive, 384 days
8408.5
TCGA-KU-A66T-01A
53 years, female, white, stage:Stage IVA, alive, 552 days
8403.1
TCGA-UF-A7JO-01A
79 years, female, white, stage:Stage IVA, dead, 631 days
8338.9
TCGA-CV-7238-01A
69 years, female, white, stage:Stage II, alive, 2727 days
8284.4
TCGA-CR-7371-01A
45 years, female, white, stage:Stage III, dead, 94 days
8278.9
TCGA-WA-A7GZ-01A
58 years, male, white, stage:'--, dead, 625 days
8209.5
TCGA-HD-A6HZ-01A
79 years, female, white, stage:Stage III, alive, 111 days
8180.7
TCGA-CR-7388-01A
70 years, female, white, stage:'--, dead, 823 days
8011.6
TCGA-P3-A6T2-01A
45 years, male, white, stage:Stage IVA, alive, 2298 days
8010.5
TCGA-CV-6940-01A
80 years, female, white, stage:Stage III, dead, 804 days
7972.5
TCGA-CV-6937-01A
71 years, male, white, stage:Stage II, dead, 624 days
7968.7
TCGA-CQ-5330-01A
69 years, female, white, stage:Stage IVA, alive, 1897 days
7875.0
TCGA-CV-5976-01A
50 years, male, white, stage:Stage IVA, alive, 1478 days
7867.5
TCGA-CN-6024-01A
66 years, male, white, stage:Stage IVA, dead, 337 days
7829.2
TCGA-CV-7437-01A
77 years, male, stage:Stage II, dead, 506 days
7828.4
TCGA-CN-6995-01A
78 years, male, white, stage:Stage IVA, dead, 112 days
7825.3
TCGA-CR-5247-01A
48 years, male, black or african american, stage:'--, alive, 358 days
7816.5
TCGA-T3-A92N-01A
79 years, male, black or african american, stage:Stage IVA, dead, 95 days
7798.2
TCGA-P3-A6T5-01A
79 years, female, white, stage:Stage IVA, dead, 882 days
7795.3
TCGA-BA-A4II-01A
46 years, male, white, stage:Stage II, alive, 918 days
7793.8
TCGA-CV-6954-01A
59 years, male, black or african american, stage:Stage IVA, dead, 2002 days
7765.3
TCGA-CQ-A4C7-01A
88 years, male, white, stage:Stage III, dead, 353 days
7693.9
TCGA-CX-7082-01A
82 years, male, white, stage:Stage IVA, dead, 11 days
7682.7
TCGA-CV-6933-01A
53 years, male, white, stage:Stage III, dead, 2741 days
7661.3
TCGA-CV-7568-01A
48 years, female, white, stage:Stage IVA, dead, 927 days
7607.3
TCGA-CV-5441-01A
58 years, male, white, stage:Stage IVA, alive, 2886 days
7564.0
TCGA-CV-7422-01A
60 years, female, white, stage:Stage IVA, dead, 1037 days
7532.7
TCGA-BB-A5HU-01A
47 years, male, white, stage:Stage IVA, alive, 782 days
7507.6
TCGA-UF-A7JJ-01A
68 years, male, stage:Stage IVA, alive, 549 days
7488.4
TCGA-F7-A61V-01A
54 years, male, white, stage:Stage II, alive, 759 days
7480.3
TCGA-D6-A6EQ-01A
57 years, male, white, stage:Stage IVA, alive, 368 days
7423.9
TCGA-CV-6961-01A
61 years, male, white, stage:Stage II, dead, 76 days
7358.1
TCGA-CV-7178-01A
64 years, female, white, stage:Stage IVA, dead, 2166 days
7336.4
TCGA-BA-A4IF-01A
59 years, male, white, stage:'--, alive, 895 days
7320.7
TCGA-IQ-A61E-01A
55 years, female, white, stage:Stage III, alive, 1147 days
7290.6
TCGA-D6-6823-01A
50 years, male, white, stage:Stage II, alive, 701 days
7240.7
TCGA-CQ-6224-01A
52 years, male, white, stage:Stage IVA, alive, 1721 days
7214.0
TCGA-UF-A71E-01A
63 years, male, white, stage:Stage IVA, dead, 1504 days
7140.8
TCGA-CN-5358-01A
60 years, male, white, stage:Stage II, dead, 261 days
7120.7
TCGA-CN-6989-01A
64 years, male, white, stage:Stage IVA, dead, 980 days
7051.2
TCGA-HL-7533-01A
65 years, male, white, stage:'--, alive, 1057 days
7003.4
TCGA-CV-A45U-01A
59 years, male, white, stage:Stage IVA, dead, 1079 days
6918.8
TCGA-CQ-6227-01A
77 years, male, white, stage:Stage IVA, dead, 129 days
6864.9
TCGA-CV-7090-01A
39 years, male, white, stage:Stage II, alive, 5252 days
6855.1
TCGA-CV-A6JZ-01A
68 years, male, white, stage:Stage II, alive, 714 days
6821.3
TCGA-CV-A6JT-01A
65 years, male, white, stage:Stage II, alive, 852 days
6813.0
TCGA-CN-A49C-01A
67 years, male, white, stage:'--, alive, 645 days
6811.4
TCGA-CR-5249-01A
35 years, female, white, stage:Stage II, alive, 1152 days
6792.5
TCGA-RS-A6TP-01A
58 years, male, white, stage:Stage II, alive, 516 days
6777.2
TCGA-UF-A7J9-01A
75 years, male, white, stage:Stage IVA, alive, 1358 days
6764.1
TCGA-BA-A6DG-01A
49 years, male, white, stage:'--, dead, 69 days
6729.6
TCGA-CR-6474-01A
51 years, male, white, stage:Stage IVA, dead, 564 days
6685.4
TCGA-CR-6478-01A
66 years, female, white, stage:'--, dead, 183 days
6685.0
TCGA-CR-7376-01A
83 years, male, white, stage:Stage III, alive, 972 days
6651.7
TCGA-CV-7101-01A
80 years, male, white, stage:Stage II, dead, 160 days
6589.8
TCGA-BA-5555-01A
54 years, male, black or african american, stage:Stage IVA, alive, 520 days
6529.0
TCGA-CR-7364-01A
66 years, male, white, stage:Stage III, alive, 1435 days
6517.6
TCGA-CR-7392-01A
67 years, female, white, stage:Stage IVA, alive, 1425 days
6509.0
TCGA-CQ-A4CD-01A
69 years, male, white, stage:Stage IVA, alive, 1022 days
6485.4
TCGA-CN-6988-01A
47 years, male, white, stage:Stage IVA, alive, 318 days
6485.1
TCGA-CV-A45Z-01A
75 years, male, white, stage:'--, dead, 1466 days
6456.4
TCGA-CV-5978-01A
53 years, female, black or african american, stage:Stage IVB, dead, 215 days
6441.8
TCGA-QK-A6IH-01A
65 years, female, white, stage:Stage IVB, alive, 653 days
6434.7
TCGA-IQ-A61G-01A
57 years, male, white, stage:Stage IVA, alive, 360 days
6432.5
TCGA-CV-6436-01A
62 years, male, white, stage:Stage IVA, alive, 1899 days
6419.3
TCGA-CN-A63V-01A
59 years, male, white, stage:Stage IVA, alive, 679 days
6391.9
TCGA-CQ-6219-01A
50 years, female, white, stage:Stage IVA, dead, 479 days
6372.6
TCGA-CX-7219-01A
47 years, male, black or african american, stage:Stage IVA, alive, 1045 days
6330.7
TCGA-CR-7385-01A
42 years, male, white, stage:'--, alive, 997 days
6294.9
TCGA-P3-A6T8-01A
54 years, male, white, stage:Stage IVA, alive, 400 days
6292.1
TCGA-CN-5363-01A
48 years, male, black or african american, stage:Stage IVB, dead, 253 days
6288.8
TCGA-BB-8601-01A
84 years, male, black or african american, stage:Stage III, alive, 624 days
6272.1
TCGA-CV-5440-01A
52 years, male, white, stage:Stage IVA, alive, 3270 days
6266.2
TCGA-CV-6938-01A
87 years, male, white, stage:Stage II, dead, 144 days
6256.4
TCGA-CV-7421-01A
76 years, male, white, stage:Stage IVA, dead, 2 days
6159.8
TCGA-CN-5370-01A
78 years, male, white, stage:Stage III, dead, 259 days
6152.9
TCGA-BA-A4IG-01A
77 years, male, white, stage:'--, alive, 855 days
6132.9
TCGA-CQ-A4CG-01A
78 years, female, white, stage:Stage III, dead, 430 days
6087.6
TCGA-D6-A6EK-01A
67 years, male, white, stage:Stage III, alive, 875 days
6071.6
TCGA-CR-7383-01A
79 years, female, white, stage:Stage I, dead, 521 days
6067.8
TCGA-CN-A63T-01A
60 years, male, white, stage:Stage IVA, alive, 225 days
6030.0
TCGA-UF-A71D-01A
54 years, female, white, stage:Stage IVA, alive, 1461 days
6019.0
TCGA-CN-4728-01A
56 years, male, white, stage:Stage IVA, alive, 1724 days
6011.7
TCGA-CV-6951-01A
57 years, male, white, stage:Stage IVA, dead, 915 days
5994.2
TCGA-CN-5359-01A
59 years, male, white, stage:Stage IVA, dead, 377 days
5989.6
TCGA-T2-A6WX-01A
73 years, female, white, stage:'--, dead, 209 days
5971.6
TCGA-CV-7416-01A
29 years, female, white, stage:Stage IVA, dead, 763 days
5939.5
TCGA-CV-7248-01A
63 years, female, black or african american, stage:Stage IVA, dead, 521 days
5883.5
TCGA-QK-A8ZA-01A
60 years, male, black or african american, stage:'--, dead, 371 days
5874.1
TCGA-CN-A6V6-01A
59 years, male, white, stage:Stage IVA, alive, 635 days
5853.4
TCGA-CN-6012-01A
66 years, male, white, stage:Stage IVA, alive, 1460 days
5801.6
TCGA-P3-A5QF-01A
49 years, male, white, stage:Stage IVA, dead, 330 days
5799.6
TCGA-CN-6992-01A
61 years, male, white, stage:Stage IVA, alive, 1066 days
5776.0
TCGA-UF-A7JT-01A
72 years, female, white, stage:Stage IVA, dead, 993 days
5764.4
TCGA-F7-8298-01A
58 years, male, white, stage:Stage I, alive, 995 days
5751.6
TCGA-CQ-A4CB-01A
59 years, male, stage:Stage III, alive, 893 days
5689.3
TCGA-CV-6941-01A
51 years, male, white, stage:Stage III, dead, 342 days
5677.4
TCGA-CV-5435-01A
57 years, male, white, stage:Stage IVA, dead, 2319 days
5628.8
TCGA-CV-6942-01A
73 years, female, white, stage:Stage II, alive, 4282 days
5603.2
TCGA-UF-A71A-01A
67 years, male, white, stage:Stage IVA, dead, 86 days
5577.1
TCGA-CV-6934-01A
66 years, female, white, stage:Stage IVA, dead, 65 days
5489.6
TCGA-D6-8568-01A
62 years, male, white, stage:Stage II, alive, 759 days
5430.4
TCGA-UF-A7JA-01A
66 years, female, white, stage:Stage IVA, alive, 2265 days
5427.3
TCGA-CN-6019-01A
61 years, male, white, stage:Stage IVA, alive, 1038 days
5350.9
TCGA-CV-7103-01A
49 years, male, white, stage:Stage IVA, dead, 1591 days
5307.3
TCGA-CN-5364-01A
55 years, male, white, stage:Stage IVA, dead, 493 days
5290.9
TCGA-IQ-A61H-01A
76 years, male, white, stage:Stage II, alive, 1138 days
5254.0
TCGA-CV-7250-01A
64 years, male, white, stage:Stage IVA, dead, 2900 days
5210.1
TCGA-CN-4723-01A
67 years, male, white, stage:Stage IVA, alive, 1699 days
5209.8
TCGA-CV-A6JN-01A
53 years, male, white, stage:'--, alive, 906 days
5102.6
TCGA-HD-8314-01A
58 years, male, white, stage:Stage III, alive, 670 days
5092.0
TCGA-CQ-7068-01A
80 years, female, white, stage:Stage II, alive, 1309 days
5066.0
TCGA-CN-A63W-01A
48 years, female, white, stage:Stage IVA, dead, 377 days
5026.3
TCGA-CN-4739-01A
71 years, male, white, stage:Stage IVA, dead, 1394 days
4983.4
TCGA-CN-6997-01A
66 years, male, white, stage:Stage IVA, dead, 988 days
4973.7
TCGA-CN-4730-01A
62 years, male, white, stage:Stage IVA, alive, 817 days
4950.4
TCGA-CV-7414-01A
78 years, male, white, stage:Stage IVA, dead, 14 days
4929.5
TCGA-MT-A67D-01A
55 years, male, white, stage:Stage II, alive, 56 days
4917.8
TCGA-QK-A6VC-01A
62 years, female, black or african american, stage:Stage IVA, alive, 600 days
4882.4
TCGA-CR-7402-01A
68 years, male, white, stage:'--, alive, 911 days
4878.9
TCGA-T2-A6X0-01A
49 years, male, white, stage:'--, alive, 216 days
4872.4
TCGA-BA-A6DE-01A
70 years, female, white, stage:Stage II, alive, 440 days
4825.0
TCGA-CN-5360-01A
68 years, male, white, stage:Stage IVA, alive, 2169 days
4818.0
TCGA-MZ-A5BI-01A
53 years, male, white, stage:'--, dead, 217 days
4770.7
TCGA-CV-7435-01A
57 years, female, white, stage:Stage IVA, dead, 4680 days
4748.5
TCGA-CN-4731-01A
63 years, female, white, stage:Stage IVA, dead, 998 days
4739.4
TCGA-BA-A6DA-01A
41 years, female, white, stage:Stage IVA, alive, 351 days
4726.8
TCGA-CV-7438-01A
87 years, female, white, stage:Stage I, dead, 194 days
4706.7
TCGA-BB-4217-01A
68 years, male, black or african american, stage:Stage IVA, alive, 187 days
4642.7
TCGA-BA-A8YP-01A
50 years, male, black or african american, stage:Stage IVB, alive, 499 days
4601.3
TCGA-CN-5361-01A
80 years, male, white, stage:Stage IVA, dead, 2120 days
4595.4
TCGA-CR-6472-01A
59 years, male, white, stage:'--, alive, 1050 days
4583.6
TCGA-UF-A7JV-01A
62 years, female, white, stage:Stage IVA, dead, 90 days
4581.8
TCGA-CV-6960-01A
49 years, male, black or african american, stage:Stage III, dead, 862 days
4502.1
TCGA-KU-A6H7-01A
55 years, female, white, stage:Stage IVA, alive, 586 days
4491.2
TCGA-CV-7235-01A
67 years, male, white, stage:Stage II, alive, 2347 days
4465.7
TCGA-CR-7370-01A
72 years, female, white, stage:'--, alive, 105 days
4438.5
TCGA-QK-A6II-01A
52 years, male, white, stage:Stage IVA, dead, 284 days
4363.1
TCGA-CV-A461-01A
65 years, male, white, stage:'--, dead, 2064 days
4360.1
TCGA-H7-8501-01A
54 years, male, white, stage:Stage IVA, alive, 461 days
4335.4
TCGA-HD-7831-01A
74 years, male, white, stage:Stage IVA, alive, 667 days
4308.9
TCGA-CV-A6K1-01A
65 years, male, white, stage:Stage IVA, alive, 685 days
4286.9
TCGA-CN-6010-01A
53 years, male, white, stage:Stage IVA, alive, 1523 days
4218.6
TCGA-MZ-A7D7-01A
51 years, male, white, stage:Stage IVA, alive, 547 days
4153.8
TCGA-UF-A71B-01A
50 years, male, white, stage:Stage IVA, alive, 1506 days
4150.2
TCGA-BA-6869-01A
62 years, male, white, stage:Stage III, alive, 644 days
4147.2
TCGA-CN-A6V7-01A
40 years, male, white, stage:Stage IVA, alive, 594 days
4124.7
TCGA-H7-A76A-01A
57 years, male, white, stage:'--, alive, 637 days
4084.1
TCGA-DQ-5631-01A
52 years, male, white, stage:'--, dead, 548 days
4002.7
TCGA-CV-7418-01A
62 years, male, black or african american, stage:Stage IVA, dead, 789 days
3884.8
TCGA-CV-7440-01A
38 years, male, white, stage:Stage II, dead, 675 days
3874.4
TCGA-CV-A45Y-01A
61 years, male, american indian or alaska native, stage:Stage IVA, dead, 2703 days
3821.7
TCGA-CR-7398-01A
53 years, female, white, stage:Stage II, alive, 156 days
3802.6
TCGA-CQ-6225-01A
65 years, male, white, stage:Stage III, dead, 403 days
3777.8
TCGA-BA-A4IH-01A
57 years, male, white, stage:'--, alive, 622 days
3712.6
TCGA-CV-6962-01A
65 years, male, white, stage:Stage IVA, dead, 126 days
3687.5
TCGA-WA-A7H4-01A
69 years, male, white, stage:Stage II, alive, 443 days
3673.0
TCGA-QK-A8Z8-01A
60 years, female, black or african american, stage:Stage IVC, dead, 171 days
3623.7
TCGA-CQ-5333-01A
74 years, male, white, stage:Stage II, dead, 341 days
3598.7
TCGA-D6-A6EO-01A
44 years, male, white, stage:Stage IVA, alive, 759 days
3546.9
TCGA-D6-A74Q-01A
67 years, male, white, stage:Stage IVA, alive, 710 days
3522.2
TCGA-CR-7404-01A
53 years, male, white, stage:'--, alive, 1472 days
3495.6
TCGA-F7-A61W-01A
51 years, male, asian, stage:Stage IVA, alive, 14 days
3485.9
TCGA-CV-7406-01A
49 years, male, white, stage:Stage II, dead, 1748 days
3438.0
TCGA-QK-AA3J-01A
69 years, male, black or african american, stage:Stage I, alive, 466 days
3398.3
TCGA-P3-A5QE-01A
49 years, male, white, stage:Stage III, alive, 1559 days
3327.7
TCGA-CN-6023-01A
73 years, male, white, stage:Stage IVA, alive, 1584 days
3320.1
TCGA-4P-AA8J-01A
66 years, male, black or african american, stage:Stage IVA, alive, 102 days
3306.6
TCGA-CR-6473-01A
68 years, male, white, stage:'--, alive, 1125 days
3303.8
TCGA-QK-A6VB-01A
66 years, male, white, stage:Stage IVA, alive, 641 days
3300.6
TCGA-UF-A719-01A
54 years, male, stage:Stage II, alive, 1663 days
3290.0
TCGA-BA-4075-01A
49 years, male, black or african american, stage:Stage III, dead, 283 days
3269.7
TCGA-CR-6481-01A
47 years, male, white, stage:'--, alive, 311 days
3269.6
TCGA-CV-6948-01A
79 years, female, white, stage:Stage IVB, dead, 1289 days
3168.2
TCGA-CN-4733-01A
61 years, male, white, stage:Stage III, alive, 1586 days
3155.8
TCGA-BB-A6UM-01A
52 years, male, white, stage:Stage III, alive, 393 days
3147.8
TCGA-F7-7848-01A
47 years, male, white, stage:Stage IVA, alive, 1131 days
3120.6
TCGA-CQ-6228-01A
71 years, female, white, stage:Stage IVA, dead, 456 days
3030.4
TCGA-CN-6017-01A
55 years, male, white, stage:Stage IVA, dead, 853 days
3025.8
TCGA-CQ-A4CI-01A
73 years, male, white, stage:Stage III, alive, 950 days
2990.0
TCGA-CV-7242-01A
60 years, female, white, stage:Stage II, alive, 1095 days
2925.8
TCGA-HD-8224-01A
63 years, male, white, stage:Stage IVA, dead, 446 days
2894.6
TCGA-T2-A6WZ-01A
53 years, male, white, stage:'--, dead, 484 days
2829.3
TCGA-CN-4727-01A
56 years, male, white, stage:Stage IVA, alive, 1560 days
2804.3
TCGA-CR-7382-01A
49 years, male, white, stage:Stage IVA, alive, 796 days
2726.0
TCGA-QK-A6IG-01A
69 years, male, white, stage:Stage III, dead, 222 days
2691.7
TCGA-CV-A45Q-01A
69 years, female, white, stage:'--, dead, 5152 days
2668.4
TCGA-CQ-A4C9-01A
56 years, male, stage:Stage III, alive, 707 days
2629.6
TCGA-BB-8596-01A
69 years, female, white, stage:Stage IVA, alive, 2161 days
2603.9
TCGA-KU-A6H8-01A
41 years, male, white, stage:Stage IVA, dead, 327 days
2559.3
TCGA-BB-4223-01A
48 years, male, white, stage:Stage IVA, alive, 3221 days
2548.4
TCGA-QK-A6IJ-01A
71 years, male, white, stage:Stage III, alive, 387 days
2533.8
TCGA-HD-A6I0-01A
56 years, male, white, stage:Stage IVA, alive, 210 days
2523.6
TCGA-CV-A6JD-01A
82 years, female, white, stage:'--, dead, 182 days
2492.9
TCGA-HD-7754-01A
69 years, male, white, stage:Stage IVA, alive, 783 days
2469.6
TCGA-CR-5250-01A
71 years, male, white, stage:'--, alive, 799 days
2468.7
TCGA-T3-A92M-01A
52 years, male, black or african american, stage:Stage IVA, alive, 417 days
2463.3
TCGA-CN-5374-01A
56 years, female, white, stage:Stage IVA, dead, 1732 days
2462.2
TCGA-CV-7263-01A
64 years, male, black or african american, stage:Stage II, dead, 560 days
2429.2
TCGA-CR-7374-01A
67 years, female, white, stage:'--, alive, 30 days
2412.4
TCGA-P3-A5QA-01A
41 years, male, stage:Stage I, alive, 2182 days
2396.7
TCGA-BA-5153-01A
51 years, male, white, stage:'--, dead, 1762 days
2392.0
TCGA-UF-A7JF-01A
80 years, male, white, stage:Stage IVA, alive, 1686 days
2391.5
TCGA-D6-6824-01A
61 years, male, white, stage:Stage IVA, alive, 77 days
2367.2
TCGA-CV-6939-01A
60 years, male, white, stage:Stage IVA, dead, 666 days
2340.1
TCGA-BB-A5HY-01A
64 years, male, white, stage:Stage IVA, dead, 321 days
2265.9
TCGA-CV-6936-01A
68 years, male, white, stage:Stage IVA, dead, 166 days
2262.2
TCGA-CV-5966-01A
63 years, female, white, stage:Stage IVA, dead, 545 days
2258.9
TCGA-CN-A49A-01A
60 years, male, white, stage:Stage IVB, dead, 526 days
2236.8
TCGA-CN-A63U-01A
50 years, male, white, stage:Stage IVA, alive, 964 days
2221.6
TCGA-CV-7100-01A
66 years, male, white, stage:Stage III, dead, 274 days
2211.4
TCGA-BB-4228-01A
50 years, male, white, stage:Stage III, alive, 559 days
2119.8
TCGA-BA-4078-01A
83 years, male, white, stage:'--, dead, 276 days
2028.0
TCGA-QK-A6V9-01A
56 years, male, white, stage:Stage II, alive, 833 days
1946.1
TCGA-CV-A460-01A
72 years, male, white, stage:'--, dead, 1838 days
1930.9
TCGA-UP-A6WW-01A
58 years, male, white, stage:'--, alive, 518 days
1915.5
TCGA-CN-6022-01A
49 years, male, white, stage:Stage IVA, dead, 281 days
1861.9
TCGA-BB-4224-01A
52 years, male, white, stage:Stage IVA, alive, 278 days
1846.4
TCGA-CV-7424-01A
67 years, male, asian, stage:Stage IVA, dead, 453 days
1824.1
TCGA-P3-A6T6-01A
53 years, male, white, stage:Stage IVA, dead, 395 days
1811.9
TCGA-TN-A7HL-01A
59 years, male, white, stage:Stage IVA, alive, 619 days
1788.2
TCGA-CN-A642-01A
57 years, male, white, stage:Stage IVB, dead, 82 days
1787.5
TCGA-MZ-A6I9-01A
68 years, male, white, stage:'--, dead, 489 days
1737.7
TCGA-CR-5248-01A
53 years, male, white, stage:'--, alive, 1663 days
1649.6
TCGA-CV-A6JM-01A
85 years, male, white, stage:'--, dead, 194 days
1604.9
TCGA-CV-6441-01A
60 years, male, white, stage:Stage III, dead, 292 days
1568.0
TCGA-UF-A7JS-01A
59 years, male, white, stage:Stage IVA, dead, 680 days
1500.7
TCGA-CR-6480-01A
53 years, male, white, stage:'--, alive, 362 days
1493.1
TCGA-QK-A8Z7-01A
59 years, male, black or african american, stage:Stage IVA, alive, 392 days
1460.5
TCGA-CV-A6JE-01A
78 years, male, white, stage:'--, alive, 1075 days
1376.7
TCGA-D6-A6ES-01A
50 years, male, white, stage:Stage IVA, alive, 389 days
1363.5
TCGA-BA-7269-01A
61 years, male, white, stage:Stage III, alive, 1273 days
1356.6
TCGA-CV-A45W-01A
75 years, male, white, stage:Stage II, dead, 1398 days
1349.6
TCGA-CN-A497-01A
63 years, male, stage:Stage III, alive, 1065 days
1334.5
TCGA-CR-7399-01A
60 years, female, white, stage:Stage IVA, alive, 181 days
1296.3
TCGA-CR-5243-01A
51 years, male, white, stage:'--, alive, 2562 days
1296.0
TCGA-D6-A6EM-01A
65 years, female, white, stage:Stage III, alive, 232 days
1279.0
TCGA-CV-5431-01A
73 years, male, white, stage:Stage IVA, dead, 522 days
1217.0
TCGA-CN-4735-01A
52 years, male, white, stage:Stage IVA, alive, 1737 days
1156.5
TCGA-IQ-A61I-01A
63 years, male, black or african american, stage:Stage IVA, dead, 2 days
1141.7
TCGA-P3-A5Q5-01A
54 years, male, white, stage:Stage IVA, alive, 910 days
1125.2
TCGA-CV-5443-01A
63 years, male, black or african american, stage:Stage III, alive, 2784 days
1048.0
TCGA-BA-4074-01A
69 years, male, white, stage:Stage IVA, dead, 462 days
969.2
TCGA-CV-7429-01A
55 years, male, white, stage:Stage IVA, dead, 107 days
951.6
TCGA-CV-A6JU-01A
61 years, female, white, stage:Stage IVB, alive, 110 days
815.8
TCGA-BB-4225-01A
73 years, male, white, stage:'--, alive, 146 days
788.6
TCGA-CV-7254-01A
55 years, male, white, stage:Stage II, dead, 1459 days
750.6
TCGA-D6-A6EN-01A
71 years, male, white, stage:Stage III, alive, 687 days
749.7
TCGA-CQ-7072-01A
51 years, male, white, stage:Stage II, alive, 2359 days
730.1
TCGA-P3-A6SW-01A
50 years, male, white, stage:Stage IVB, alive, 1120 days
705.5
TCGA-BA-A6D8-01A
59 years, male, black or african american, stage:Stage IVA, alive, 850 days
701.6
TCGA-CN-A6UY-01A
57 years, male, white, stage:Stage IVA, alive, 713 days
679.9
TCGA-CV-6433-01A
57 years, male, white, stage:Stage II, alive, 641 days
665.9
TCGA-CR-6482-01A
62 years, male, black or african american, stage:'--, alive, 345 days
643.2
TCGA-KU-A66S-01A
69 years, female, white, stage:Stage III, dead, 406 days
597.3
TCGA-CV-5971-01A
60 years, male, white, stage:Stage IVA, alive, 701 days
595.4
TCGA-IQ-7631-01A
60 years, female, white, stage:Stage II, alive, 1172 days
476.4
TCGA-CR-6470-01A
38 years, male, white, stage:Stage II, alive, 1521 days
453.9
TCGA-UF-A7JD-01A
71 years, male, stage:Stage IVA, dead, 739 days
404.5
TCGA-QK-A6IF-01A
61 years, male, white, stage:'--, alive, 704 days
386.2
TCGA-D6-6827-01A
55 years, female, white, stage:Stage I, alive, 568 days
329.9
TCGA-TN-A7HI-01A
56 years, male, white, stage:Stage IVA, alive, 412 days
293.9
TCGA-CR-6467-01A
59 years, male, white, stage:Stage III, alive, 1777 days
290.0
TCGA-BA-6871-01A
75 years, male, white, stage:'--, dead, 108 days
278.8
TCGA-BA-5559-01A
71 years, male, white, stage:'--, dead, 2083 days
214.1
TCGA-IQ-A61O-01A
43 years, male, white, stage:Stage IVA, dead, 421 days
208.1
TCGA-CR-6487-01A
50 years, male, white, stage:Stage I, alive, 234 days
123.3
TCGA-CX-A4AQ-01A
56 years, male, white, stage:Stage IVA, alive, 1555 days
104.0
TCGA-CV-5430-01A
61 years, male, white, stage:Stage IVA, alive, 4241 days
81.2
TCGA-DQ-7591-01A
62 years, male, white, stage:'--, alive, 622 days
78.9
TCGA-QK-AA3K-01A
60 years, male, black or african american, stage:Stage IVA, alive, 253 days
57.3
TCGA-MT-A7BN-01A
74 years, male, white, stage:Stage IVA, alive, 469 days
33.1
TCGA-D6-A6EP-01A
62 years, male, white, stage:Stage III, alive, 424 days
15.7
TCGA-HD-A634-01A
56 years, male, white, stage:Stage IVA, dead, 130 days
4.1
TCGA-CQ-6221-01A
79 years, male, white, stage:'--, alive, 1000 days
3.0
TCGA-F7-A624-01A
73 years, male, white, stage:Stage II, alive, 378 days
2.5
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HEAD AND NECK SQUAMOUS CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
183
Samples
Sample ID
Sample type
nRPX
CPT0245600003
Tumor
2.4
CPT0194960003
Tumor
2.0
CPT0244940004
Tumor
1.9
CPT0011130005
Tumor
1.5
CPT0194420003
Tumor
1.5
CPT0281470002
Normal
1.4
CPT0236620003
Tumor
1.4
CPT0196210003
Tumor
1.4
CPT0163740003
Tumor
1.3
CPT0223450003
Tumor
1.2
CPT0220610003
Tumor
1.1
CPT0246670003
Tumor
1.1
CPT0162990004
Tumor
1.1
CPT0222360003
Tumor
1.0
CPT0163240003
Tumor
1.0
CPT0248330003
Tumor
0.9
CPT0177010003
Tumor
0.9
CPT0163720003
Normal
0.9
CPT0163340003
Tumor
0.8
CPT0176770003
Tumor
0.8
CPT0226340003
Tumor
0.8
CPT0241980004
Tumor
0.8
CPT0163790003
Tumor
0.8
CPT0094350004
Tumor
0.7
CPT0199700003
Tumor
0.7
CPT0095040003
Tumor
0.7
CPT0169740004
Normal
0.7
CPT0088060004
Tumor
0.7
CPT0207870004
Tumor
0.6
CPT0008630003
Tumor
0.5
CPT0245300003
Tumor
0.5
CPT0237620004
Tumor
0.5
CPT0184530003
Tumor
0.5
CPT0169890003
Tumor
0.5
CPT0163650003
Tumor
0.5
CPT0248520003
Tumor
0.4
CPT0169640003
Tumor
0.4
CPT0226440003
Tumor
0.4
CPT0008520008
Tumor
0.4
CPT0223460003
Normal
0.4
C3N-04279-05
Normal
0.3
CPT0123260003
Tumor
0.3
CPT0235460003
Tumor
0.3
CPT0163480003
Tumor
0.3
CPT0163600003
Tumor
0.3
CPT0246540003
Tumor
0.2
CPT0087820003
Tumor
0.2
CPT0087990003
Tumor
0.2
CPT0094420004
Tumor
0.2
CPT0245550003
Tumor
0.2
CPT0094560004
Tumor
0.2
CPT0237480004
Tumor
0.2
CPT0194800003
Normal
0.2
CPT0196060003
Normal
0.1
CPT0226090003
Normal
0.1
CPT0177200003
Tumor
0.1
CPT0199890003
Normal
0.1
CPT0194250003
Tumor
0.0
CPT0222180003
Tumor
0.0
CPT0245130003
Tumor
0.0
CPT0094490004
Tumor
0.0
CPT0235470002
Normal
0.0
CPT0162940003
Tumor
0.0
CPT0199830003
Normal
-0.1
CPT0245190003
Normal
-0.1
C3N-04275-05
Normal
-0.1
CPT0195860003
Tumor
-0.1
CPT0177390003
Tumor
-0.1
CPT0177220003
Normal
-0.1
CPT0195700003
Normal
-0.1
CPT0278700002
Normal
-0.1
CPT0235910003
Tumor
-0.1
CPT0237130004
Tumor
-0.1
CPT0199820003
Tumor
-0.1
CPT0163020003
Normal
-0.1
CPT0245180003
Tumor
-0.2
CPT0011290003
Tumor
-0.2
CPT0226450003
Normal
-0.2
CPT0256560003
Tumor
-0.2
CPT0235920003
Normal
-0.2
CPT0245010003
Tumor
-0.3
CPT0163490003
Normal
-0.3
CPT0229220002
Normal
-0.3
CPT0163800003
Normal
-0.3
CPT0123180003
Tumor
-0.3
CPT0245400003
Tumor
-0.3
CPT0127050003
Tumor
-0.4
CPT0245630003
Tumor
-0.4
CPT0245730003
Tumor
-0.4
CPT0245450003
Tumor
-0.4
CPT0223970003
Tumor
-0.4
CPT0245460003
Normal
-0.4
CPT0008960003
Normal
-0.4
CPT0094280004
Tumor
-0.5
CPT0024810003
Tumor
-0.5
CPT0013210004
Tumor
-0.5
CPT0245020003
Normal
-0.5
CPT0196040003
Tumor
-0.5
CPT0245500003
Tumor
-0.5
C3N-01758-04
Normal
-0.5
C3N-00857-05
Normal
-0.5
CPT0163410003
Tumor
-0.5
C3N-00295-05
Normal
-0.6
CPT0088410003
Tumor
-0.6
CPT0245060004
Tumor
-0.6
CPT0201860004
Normal
-0.6
CPT0177710003
Tumor
-0.6
CPT0013000004
Tumor
-0.6
CPT0246590003
Tumor
-0.6
C3N-01859-04
Normal
-0.6
CPT0123190003
Normal
-0.6
CPT0201830004
Tumor
-0.7
CPT0199710003
Normal
-0.7
CPT0194260003
Normal
-0.7
CPT0226350003
Normal
-0.8
CPT0226130003
Tumor
-0.8
CPT0236870003
Normal
-0.8
CPT0236850004
Tumor
-0.8
CPT0237640003
Normal
-0.8
CPT0199880003
Tumor
-0.8
CPT0237150003
Normal
-0.8
CPT0242000004
Normal
-0.8
CPT0088010003
Normal
-0.8
CPT0226390003
Tumor
-0.9
CPT0084630009
Tumor
-0.9
CPT0220620003
Normal
-0.9
CPT0190860003
Normal
-1.0
CPT0163430003
Normal
-1.0
CPT0163860003
Normal
-1.0
CPT0226270003
Normal
-1.0
CPT0248350003
Normal
-1.0
CPT0245680003
Tumor
-1.0
CPT0084650004
Normal
-1.0
CPT0162890003
Tumor
-1.0
CPT0013250003
Normal
-1.0
CPT0236640003
Normal
-1.0
CPT0011320003
Normal
-1.1
CPT0163530003
Tumor
-1.1
CPT0245410003
Normal
-1.1
CPT0250310003
Tumor
-1.1
CPT0163250003
Normal
-1.1
CPT0013030003
Normal
-1.1
CPT0237500003
Normal
-1.1
CPT0226030003
Tumor
-1.1
C3N-02693-06
Normal
-1.2
CPT0088080003
Normal
-1.2
CPT0245230004
Tumor
-1.2
CPT0226400003
Normal
-1.2
CPT0245560003
Normal
-1.2
CPT0094580003
Normal
-1.3
CPT0245140003
Normal
-1.3
C3N-01620-05
Normal
-1.3
C3N-04276-06
Normal
-1.3
CPT0008930003
Tumor
-1.3
CPT0013130003
Tumor
-1.4
CPT0163170003
Normal
-1.4
CPT0195880003
Normal
-1.4
CPT0088430003
Normal
-1.5
CPT0013460003
Normal
-1.5
CPT0169730003
Tumor
-1.5
CPT0195680003
Tumor
-1.5
CPT0163910003
Tumor
-1.5
CPT0013430003
Tumor
-1.5
CPT0244890004
Tumor
-1.5
CPT0123280003
Normal
-1.5
CPT0246620003
Tumor
-1.5
CPT0169920003
Normal
-1.5
CPT0163610003
Normal
-1.5
CPT0163840003
Tumor
-1.6
CPT0243090003
Tumor
-1.7
CPT0243140004
Normal
-1.7
CPT0222200003
Normal
-1.7
CPT0163090003
Tumor
-1.8
CPT0190850003
Tumor
-1.9
CPT0261520003
Tumor
-2.0
CPT0194790003
Tumor
-2.0
CPT0226250004
Tumor
-2.1
CPT0245350003
Tumor
-2.1
CPT0163160003
Tumor
-2.2
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.
The Human Protein Atlas project is funded
