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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.
KRT5 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.
: 1.76
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
0.20
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.
48%
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.
39%
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
8493.2
Number of samples
492
Samples
Sample
Description
TPM
TCGA-CR-6491-01A
60 years, male, black or african american, stage:Stage IVA, alive, 693 days
21713.4
TCGA-IQ-A61J-01A
54 years, male, white, stage:Stage IVA, alive, 1021 days
21412.0
TCGA-CN-4734-01A
70 years, male, white, stage:Stage II, alive, 1690 days
21324.5
TCGA-T2-A6X2-01A
82 years, male, white, stage:Stage III, alive, 987 days
21099.2
TCGA-CV-7091-01A
54 years, male, white, stage:Stage I, alive, 3381 days
20857.1
TCGA-CV-7434-01A
64 years, male, white, stage:Stage IVA, dead, 218 days
20079.0
TCGA-CV-7183-01A
53 years, male, white, stage:Stage II, alive, 3981 days
19755.1
TCGA-CR-7365-01A
60 years, male, white, stage:Stage IVA, alive, 1191 days
19547.7
TCGA-CV-7432-01A
79 years, male, white, stage:Stage II, dead, 2570 days
19497.9
TCGA-CR-7401-01A
64 years, male, white, stage:Stage I, alive, 1077 days
19385.4
TCGA-CV-7414-01A
78 years, male, white, stage:Stage IVA, dead, 14 days
19299.1
TCGA-DQ-7592-01A
57 years, male, american indian or alaska native, stage:'--, alive, 1143 days
18411.9
TCGA-CV-7411-01A
64 years, female, white, stage:Stage IVA, dead, 2717 days
18394.7
TCGA-CR-7380-01A
58 years, male, white, stage:Stage IVB, dead, 606 days
18265.8
TCGA-CV-7095-01A
87 years, female, stage:Stage II, dead, 572 days
18200.4
TCGA-CR-7373-01A
66 years, male, white, stage:Stage IVA, alive, 889 days
18113.4
TCGA-CN-5365-01A
38 years, male, white, stage:Stage IVB, dead, 351 days
17885.5
TCGA-CV-7102-01A
76 years, female, white, stage:Stage IVA, dead, 56 days
17521.5
TCGA-CR-6471-01A
58 years, male, white, stage:Stage IVA, dead, 1202 days
17420.2
TCGA-F7-8489-01A
48 years, male, white, stage:Stage II, alive, 658 days
17392.8
TCGA-CN-A498-01A
61 years, female, white, stage:Stage III, dead, 773 days
17285.6
TCGA-CN-6018-01A
85 years, female, white, stage:Stage IVA, dead, 580 days
17113.5
TCGA-CV-6959-01A
48 years, male, white, stage:Stage III, dead, 256 days
17066.0
TCGA-D6-A4Z9-01A
59 years, male, white, stage:Stage IVA, alive, 539 days
16904.4
TCGA-CV-A463-01A
82 years, female, white, stage:Stage IVA, dead, 23 days
16862.2
TCGA-HD-7753-01A
62 years, male, black or african american, stage:Stage I, alive, 866 days
16744.6
TCGA-CV-7568-01A
48 years, female, white, stage:Stage IVA, dead, 927 days
16571.6
TCGA-CN-6011-01A
57 years, male, white, stage:Stage IVA, alive, 933 days
16568.2
TCGA-CN-6016-01A
64 years, male, white, stage:Stage IVA, alive, 1443 days
16526.8
TCGA-D6-6517-01A
59 years, male, white, stage:Stage III, alive, 292 days
16493.7
TCGA-CV-6952-01A
65 years, female, white, stage:Stage IVA, dead, 185 days
16381.0
TCGA-CR-7395-01A
80 years, female, white, stage:Stage II, alive, 930 days
16334.9
TCGA-HD-7229-01A
60 years, male, white, stage:Stage IVA, alive, 1027 days
16330.1
TCGA-CN-5367-01A
60 years, female, white, stage:Stage IVA, dead, 352 days
16324.3
TCGA-CQ-7063-01A
59 years, female, white, stage:Stage I, alive, 2133 days
16323.3
TCGA-C9-A480-01A
45 years, female, asian, stage:Stage III, alive, 386 days
16320.6
TCGA-D6-6516-01A
69 years, male, white, stage:Stage I, alive, 773 days
16308.1
TCGA-CR-7372-01A
45 years, male, white, stage:Stage I, alive, 759 days
16257.1
TCGA-CV-7180-01A
34 years, male, white, stage:Stage II, dead, 327 days
16143.3
TCGA-CN-4722-01A
61 years, female, white, stage:Stage II, alive, 1483 days
16123.9
TCGA-C9-A47Z-01A
72 years, female, asian, stage:Stage III, dead, 191 days
16014.0
TCGA-CV-5439-01A
62 years, male, white, stage:Stage IVA, dead, 546 days
15902.7
TCGA-CV-6955-01A
74 years, female, white, stage:Stage II, dead, 334 days
15822.8
TCGA-RS-A6TP-01A
58 years, male, white, stage:Stage II, alive, 516 days
15796.5
TCGA-UF-A7JC-01A
42 years, male, white, stage:Stage IVA, dead, 546 days
15781.9
TCGA-BA-5556-01A
58 years, female, white, stage:Stage II, alive, 725 days
15704.4
TCGA-CV-7104-01A
61 years, female, white, stage:Stage IVA, dead, 393 days
15646.5
TCGA-BB-A6UO-01A
61 years, female, white, stage:Stage IVA, dead, 268 days
15546.2
TCGA-CV-5436-01A
65 years, male, stage:Stage IVA, dead, 584 days
15537.8
TCGA-BA-6872-01A
47 years, male, white, stage:'--, dead, 384 days
15454.2
TCGA-UF-A7JK-01A
59 years, male, stage:Stage IVA, dead, 424 days
15411.4
TCGA-DQ-7588-01A
66 years, male, white, stage:'--, dead, 427 days
15378.0
TCGA-CQ-5326-01A
67 years, male, white, stage:Stage IVA, dead, 89 days
15349.4
TCGA-CQ-5331-01A
73 years, female, white, stage:'--, alive, 1399 days
15319.0
TCGA-CR-6493-01A
69 years, male, black or african american, stage:Stage IVA, dead, 282 days
15122.9
TCGA-CQ-6218-01A
52 years, female, white, stage:Stage IVA, alive, 1253 days
15091.2
TCGA-CV-7245-01A
62 years, male, white, stage:Stage IVA, alive, 797 days
14939.6
TCGA-IQ-7632-01A
68 years, female, white, stage:Stage IVA, alive, 441 days
14838.7
TCGA-D6-6823-01A
50 years, male, white, stage:Stage II, alive, 701 days
14823.2
TCGA-CV-7425-01A
77 years, female, white, stage:Stage III, dead, 1718 days
14615.1
TCGA-MT-A67A-01A
85 years, female, white, stage:Stage I, alive, 914 days
14537.1
TCGA-CV-7099-01A
85 years, female, white, stage:Stage II, dead, 243 days
14469.8
TCGA-BA-6873-01A
28 years, male, white, stage:Stage IVA, alive, 122 days
14441.3
TCGA-CQ-7071-01A
76 years, female, white, stage:Stage III, alive, 1311 days
14433.1
TCGA-CV-7089-01A
74 years, male, white, stage:Stage IVA, dead, 1972 days
14407.2
TCGA-MT-A51W-01A
52 years, female, white, stage:Stage I, alive, 437 days
14345.2
TCGA-CV-7247-01A
55 years, male, white, stage:Stage III, dead, 577 days
14317.4
TCGA-CV-7252-01A
62 years, female, black or african american, stage:Stage IVA, dead, 151 days
14293.9
TCGA-CR-7386-01A
69 years, male, white, stage:Stage IVA, alive, 1430 days
14213.1
TCGA-P3-A6T0-01A
47 years, female, white, stage:Stage IVA, alive, 578 days
14153.1
TCGA-BA-5558-01A
65 years, male, white, stage:'--, alive, 1995 days
14118.7
TCGA-CV-5442-01A
76 years, female, white, stage:Stage IVA, alive, 2327 days
14067.4
TCGA-CQ-6220-01A
69 years, male, white, stage:Stage III, dead, 985 days
13946.1
TCGA-F7-A50J-01A
67 years, female, white, stage:Stage III, alive, 947 days
13869.2
TCGA-CN-5369-01A
90 years, female, white, stage:Stage IVA, dead, 1 days
13827.9
TCGA-CV-7413-01A
74 years, female, white, stage:Stage II, dead, 294 days
13822.8
TCGA-CV-6943-01A
74 years, male, white, stage:Stage III, dead, 602 days
13603.2
TCGA-CV-7428-01A
47 years, male, white, stage:Stage IVA, dead, 1671 days
13578.3
TCGA-CQ-6223-01A
69 years, male, white, stage:Stage II, alive, 1428 days
13549.6
TCGA-CR-7379-01A
78 years, female, white, stage:Stage IVA, alive, 1036 days
13546.1
TCGA-CN-A499-01A
60 years, female, white, stage:Stage II, alive, 717 days
13471.9
TCGA-CV-A45V-01A
87 years, female, white, stage:Stage IVA, dead, 32 days
13471.5
TCGA-CV-6950-01A
64 years, male, white, stage:Stage IVA, dead, 459 days
13466.6
TCGA-HD-7832-01A
52 years, male, white, stage:Stage IVA, alive, 836 days
13440.6
TCGA-CV-7410-01A
61 years, male, white, stage:Stage III, dead, 6417 days
13433.0
TCGA-F7-A50G-01A
66 years, male, white, stage:Stage III, alive, 616 days
13391.6
TCGA-CN-4738-01A
53 years, male, white, stage:Stage IVA, dead, 436 days
13311.1
TCGA-CV-7430-01A
56 years, male, white, stage:Stage IVA, dead, 495 days
13305.5
TCGA-BB-A6UM-01A
52 years, male, white, stage:Stage III, alive, 393 days
13243.3
TCGA-QK-A6V9-01A
56 years, male, white, stage:Stage II, alive, 833 days
13198.9
TCGA-IQ-7630-01A
49 years, male, white, stage:Stage II, alive, 485 days
13125.6
TCGA-CR-7368-01A
54 years, male, white, stage:Stage IVA, alive, 1245 days
13079.0
TCGA-CN-6994-01A
67 years, male, white, stage:Stage IVA, alive, 1183 days
13010.4
TCGA-CN-5366-01A
51 years, male, white, stage:Stage IVA, dead, 360 days
13006.8
TCGA-CV-5979-01A
26 years, male, white, stage:Stage IVA, alive, 1315 days
12949.1
TCGA-IQ-A6SH-01A
55 years, male, black or african american, stage:Stage III, alive, 471 days
12849.1
TCGA-T2-A6X0-01A
49 years, male, white, stage:'--, alive, 216 days
12847.8
TCGA-QK-A64Z-01A
79 years, female, white, stage:Stage IVA, dead, 641 days
12838.5
TCGA-H7-8502-01A
50 years, male, white, stage:Stage IVA, alive, 458 days
12828.5
TCGA-CN-4737-01A
19 years, male, white, stage:Stage IVA, alive, 625 days
12722.3
TCGA-HD-8635-01A
61 years, female, white, stage:Stage III, alive, 695 days
12673.6
TCGA-CV-7427-01A
73 years, female, white, stage:Stage II, dead, 4760 days
12659.5
TCGA-CV-5441-01A
58 years, male, white, stage:Stage IVA, alive, 2886 days
12602.5
TCGA-CV-A45P-01A
82 years, female, white, stage:Stage I, alive, 639 days
12433.2
TCGA-CN-4741-01A
75 years, male, white, stage:Stage IVA, alive, 2239 days
12423.1
TCGA-P3-A6T5-01A
79 years, female, white, stage:Stage IVA, dead, 882 days
12417.0
TCGA-CQ-A4CE-01A
76 years, female, stage:Stage II, alive, 897 days
12409.9
TCGA-CN-5355-01A
64 years, male, black or african american, stage:Stage IVA, alive, 1278 days
12322.3
TCGA-WA-A7GZ-01A
58 years, male, white, stage:'--, dead, 625 days
12265.9
TCGA-CV-7255-01A
32 years, female, white, stage:Stage IVA, dead, 64 days
12262.7
TCGA-CR-7402-01A
68 years, male, white, stage:'--, alive, 911 days
12262.5
TCGA-HL-7533-01A
65 years, male, white, stage:'--, alive, 1057 days
12260.5
TCGA-UF-A718-01A
62 years, male, white, stage:Stage IVA, alive, 1971 days
12243.1
TCGA-P3-A6T7-01A
55 years, male, white, stage:Stage IVA, dead, 487 days
12211.6
TCGA-CV-6935-01A
67 years, male, white, stage:Stage IVA, dead, 295 days
12178.0
TCGA-D6-6825-01A
73 years, male, white, stage:Stage I, alive, 491 days
12167.5
TCGA-HD-8634-01A
51 years, female, white, stage:Stage I, dead, 385 days
12111.7
TCGA-CR-6472-01A
59 years, male, white, stage:'--, alive, 1050 days
12053.3
TCGA-CN-5356-01A
56 years, male, white, stage:Stage III, alive, 1409 days
12007.5
TCGA-CN-6996-01A
58 years, female, white, stage:Stage IVA, dead, 530 days
11981.9
TCGA-P3-A6SX-01A
67 years, male, white, stage:Stage III, dead, 1430 days
11963.9
TCGA-CV-7407-01A
67 years, female, white, stage:Stage II, dead, 1081 days
11961.2
TCGA-CV-7423-01A
65 years, male, white, stage:Stage II, dead, 3059 days
11936.9
TCGA-D6-6826-01A
64 years, female, white, stage:Stage IVA, dead, 348 days
11747.0
TCGA-D6-A6EQ-01A
57 years, male, white, stage:Stage IVA, alive, 368 days
11698.7
TCGA-CQ-7065-01A
40 years, male, asian, stage:Stage II, alive, 1628 days
11482.8
TCGA-CV-5435-01A
57 years, male, white, stage:Stage IVA, dead, 2319 days
11453.3
TCGA-CQ-A4C6-01A
63 years, male, asian, stage:Stage II, alive, 1353 days
11399.1
TCGA-TN-A7HJ-01A
51 years, male, white, stage:Stage IVA, alive, 403 days
11346.4
TCGA-CV-7090-01A
39 years, male, white, stage:Stage II, alive, 5252 days
11329.8
TCGA-CN-A6V7-01A
40 years, male, white, stage:Stage IVA, alive, 594 days
11289.5
TCGA-F7-A61S-01A
62 years, male, white, stage:Stage III, alive, 576 days
11277.8
TCGA-CQ-5334-01A
87 years, male, white, stage:Stage IVA, dead, 129 days
11277.3
TCGA-CR-7385-01A
42 years, male, white, stage:'--, alive, 997 days
11232.4
TCGA-CR-5247-01A
48 years, male, black or african american, stage:'--, alive, 358 days
11211.7
TCGA-CN-6013-01A
56 years, male, white, stage:Stage IVA, dead, 727 days
11191.9
TCGA-CV-5432-01A
68 years, male, white, stage:Stage III, alive, 3930 days
11170.0
TCGA-DQ-5625-01A
52 years, female, white, stage:'--, dead, 1133 days
11168.5
TCGA-CN-5364-01A
55 years, male, white, stage:Stage IVA, dead, 493 days
11159.4
TCGA-BA-4078-01A
83 years, male, white, stage:'--, dead, 276 days
11110.8
TCGA-CN-4726-01A
68 years, male, white, stage:Stage IVA, dead, 142 days
11103.7
TCGA-BA-5152-01A
56 years, male, white, stage:Stage IVA, alive, 1288 days
11043.1
TCGA-CQ-5327-01A
61 years, female, asian, stage:Stage IVA, alive, 1660 days
11038.7
TCGA-CV-7097-01A
53 years, male, white, stage:Stage II, dead, 385 days
11024.5
TCGA-CR-5249-01A
35 years, female, white, stage:Stage II, alive, 1152 days
11000.2
TCGA-CV-7178-01A
64 years, female, white, stage:Stage IVA, dead, 2166 days
10905.8
TCGA-BA-5151-01A
72 years, male, white, stage:Stage IVA, alive, 722 days
10880.3
TCGA-CV-7446-01A
66 years, male, white, stage:Stage IVA, dead, 1093 days
10879.6
TCGA-CR-6484-01A
67 years, female, asian, stage:Stage IVA, alive, 354 days
10872.0
TCGA-P3-A6T2-01A
45 years, male, white, stage:Stage IVA, alive, 2298 days
10868.8
TCGA-BA-5153-01A
51 years, male, white, stage:'--, dead, 1762 days
10837.0
TCGA-H7-A6C4-01A
35 years, female, white, stage:Stage IVA, dead, 414 days
10778.1
TCGA-CN-A6V3-01A
61 years, male, white, stage:Stage IVA, alive, 742 days
10691.7
TCGA-CV-6003-01A
50 years, female, white, stage:Stage III, alive, 1665 days
10559.4
TCGA-BA-A6DI-01A
62 years, male, black or african american, stage:'--, dead, 336 days
10495.1
TCGA-DQ-5629-01A
64 years, male, white, stage:'--, dead, 941 days
10427.7
TCGA-CQ-6222-01A
63 years, male, white, stage:Stage IVA, alive, 2016 days
10416.2
TCGA-CR-6478-01A
66 years, female, white, stage:'--, dead, 183 days
10355.7
TCGA-CN-5363-01A
48 years, male, black or african american, stage:Stage IVB, dead, 253 days
10333.5
TCGA-KU-A6H7-01A
55 years, female, white, stage:Stage IVA, alive, 586 days
10319.7
TCGA-CR-6492-01A
78 years, male, white, stage:Stage III, alive, 479 days
10316.4
TCGA-P3-A6T4-01A
54 years, male, white, stage:Stage IVA, dead, 62 days
10273.3
TCGA-CV-6953-01A
80 years, female, white, stage:Stage III, dead, 1641 days
10220.9
TCGA-BA-A4IF-01A
59 years, male, white, stage:'--, alive, 895 days
10151.0
TCGA-CR-6480-01A
53 years, male, white, stage:'--, alive, 362 days
10149.9
TCGA-CQ-5329-01A
46 years, female, white, stage:Stage II, alive, 2143 days
10145.6
TCGA-CX-7082-01A
82 years, male, white, stage:Stage IVA, dead, 11 days
10144.7
TCGA-CV-A45R-01A
46 years, male, white, stage:Stage III, alive, 5480 days
10134.1
TCGA-T3-A92N-01A
79 years, male, black or african american, stage:Stage IVA, dead, 95 days
10109.1
TCGA-CV-7437-01A
77 years, male, stage:Stage II, dead, 506 days
10098.1
TCGA-BA-6870-01A
60 years, female, black or african american, stage:'--, dead, 451 days
10040.1
TCGA-UP-A6WW-01A
58 years, male, white, stage:'--, alive, 518 days
10020.7
TCGA-CR-6477-01A
56 years, female, white, stage:'--, alive, 514 days
9973.1
TCGA-CV-6436-01A
62 years, male, white, stage:Stage IVA, alive, 1899 days
9922.2
TCGA-CR-7389-01A
55 years, male, black or african american, stage:'--, alive, 392 days
9918.1
TCGA-CN-4736-01A
70 years, female, white, stage:'--, dead, 395 days
9844.8
TCGA-T2-A6WX-01A
73 years, female, white, stage:'--, dead, 209 days
9840.1
TCGA-QK-A8ZB-01A
68 years, male, black or african american, stage:Stage IVA, alive, 542 days
9805.3
TCGA-P3-A6T3-01A
49 years, male, white, stage:Stage IVA, dead, 577 days
9787.6
TCGA-BA-5555-01A
54 years, male, black or african american, stage:Stage IVA, alive, 520 days
9767.2
TCGA-CV-5970-01A
59 years, male, white, stage:Stage IVA, dead, 406 days
9759.6
TCGA-CV-A6K2-01A
79 years, male, white, stage:Stage IVA, dead, 317 days
9753.0
TCGA-P3-A5QE-01A
49 years, male, white, stage:Stage III, alive, 1559 days
9720.7
TCGA-CR-7369-01A
59 years, male, white, stage:Stage IVA, dead, 1090 days
9634.9
TCGA-CV-A6JY-01A
69 years, male, white, stage:Stage IVA, alive, 646 days
9579.1
TCGA-BB-4223-01A
48 years, male, white, stage:Stage IVA, alive, 3221 days
9570.7
TCGA-CN-6998-01A
53 years, male, white, stage:Stage IVA, dead, 357 days
9471.8
TCGA-CV-5977-01A
66 years, male, white, stage:Stage IVA, alive, 1840 days
9457.7
TCGA-DQ-5631-01A
52 years, male, white, stage:'--, dead, 548 days
9360.6
TCGA-CQ-5324-01A
59 years, male, white, stage:Stage III, alive, 1593 days
9350.3
TCGA-UF-A7JH-01A
59 years, male, black or african american, stage:Stage IVA, alive, 896 days
9300.5
TCGA-CQ-7069-01A
77 years, female, white, stage:Stage II, alive, 1274 days
9241.3
TCGA-CV-7236-01A
77 years, female, white, stage:Stage IVA, dead, 144 days
9225.1
TCGA-CV-7253-01A
58 years, male, black or african american, stage:Stage IVA, dead, 361 days
9215.7
TCGA-H7-7774-01A
75 years, female, white, stage:Stage IVA, alive, 407 days
9162.6
TCGA-CQ-A4C7-01A
88 years, male, white, stage:Stage III, dead, 353 days
9141.5
TCGA-CV-6951-01A
57 years, male, white, stage:Stage IVA, dead, 915 days
9137.7
TCGA-CN-4729-01A
73 years, male, white, stage:Stage III, alive, 392 days
9134.5
TCGA-CR-7367-01A
52 years, male, white, stage:Stage IVA, alive, 1440 days
9033.9
TCGA-CR-7364-01A
66 years, male, white, stage:Stage III, alive, 1435 days
9025.0
TCGA-CN-5373-01A
55 years, female, white, stage:Stage I, alive, 1584 days
9006.2
TCGA-CN-5361-01A
80 years, male, white, stage:Stage IVA, dead, 2120 days
8992.9
TCGA-BB-4225-01A
73 years, male, white, stage:'--, alive, 146 days
8975.3
TCGA-UF-A7JO-01A
79 years, female, white, stage:Stage IVA, dead, 631 days
8952.8
TCGA-IQ-A61E-01A
55 years, female, white, stage:Stage III, alive, 1147 days
8867.5
TCGA-CQ-6224-01A
52 years, male, white, stage:Stage IVA, alive, 1721 days
8823.2
TCGA-F7-A50I-01A
72 years, male, white, stage:Stage IVA, alive, 92 days
8820.9
TCGA-HD-A4C1-01A
41 years, female, black or african american, stage:Stage IVA, alive, 11 days
8811.8
TCGA-CQ-5330-01A
69 years, female, white, stage:Stage IVA, alive, 1897 days
8795.8
TCGA-CV-6938-01A
87 years, male, white, stage:Stage II, dead, 144 days
8777.3
TCGA-CR-7391-01A
36 years, female, white, stage:Stage I, alive, 913 days
8701.2
TCGA-D6-A74Q-01A
67 years, male, white, stage:Stage IVA, alive, 710 days
8663.3
TCGA-CR-6488-01A
68 years, female, white, stage:Stage II, alive, 379 days
8650.9
TCGA-QK-A8ZA-01A
60 years, male, black or african american, stage:'--, dead, 371 days
8637.0
TCGA-CV-A461-01A
65 years, male, white, stage:'--, dead, 2064 days
8625.4
TCGA-CQ-5325-01A
65 years, male, white, stage:Stage I, dead, 654 days
8557.3
TCGA-CR-6481-01A
47 years, male, white, stage:'--, alive, 311 days
8521.4
TCGA-F7-A622-01A
75 years, male, white, stage:Stage III, dead, 359 days
8517.3
TCGA-CV-5444-01A
64 years, male, black or african american, stage:Stage IVA, alive, 2437 days
8515.7
TCGA-D6-6515-01A
82 years, female, white, stage:Stage II, dead, 403 days
8515.5
TCGA-CV-7101-01A
80 years, male, white, stage:Stage II, dead, 160 days
8499.8
TCGA-CV-A6JZ-01A
68 years, male, white, stage:Stage II, alive, 714 days
8464.5
TCGA-CN-A49B-01A
71 years, male, white, stage:Stage III, alive, 904 days
8414.7
TCGA-CR-6474-01A
51 years, male, white, stage:Stage IVA, dead, 564 days
8412.1
TCGA-D6-8569-01A
52 years, male, white, stage:Stage II, alive, 770 days
8333.7
TCGA-BA-A6DJ-01A
62 years, male, asian, stage:Stage IVA, dead, 407 days
8265.1
TCGA-DQ-5624-01A
43 years, female, white, stage:'--, alive, 1778 days
8220.3
TCGA-QK-A6IH-01A
65 years, female, white, stage:Stage IVB, alive, 653 days
8197.7
TCGA-CR-5243-01A
51 years, male, white, stage:'--, alive, 2562 days
8197.7
TCGA-CR-5250-01A
71 years, male, white, stage:'--, alive, 799 days
8192.5
TCGA-F7-A620-01A
47 years, male, white, stage:Stage III, alive, 543 days
8101.4
TCGA-CN-6020-01A
58 years, male, black or african american, stage:Stage III, dead, 205 days
8091.7
TCGA-F7-A623-01A
70 years, male, white, stage:Stage IVA, alive, 616 days
8059.2
TCGA-CQ-A4CB-01A
59 years, male, stage:Stage III, alive, 893 days
8049.3
TCGA-D6-A4ZB-01A
61 years, male, white, stage:Stage III, alive, 376 days
8041.1
TCGA-D6-8568-01A
62 years, male, white, stage:Stage II, alive, 759 days
8027.3
TCGA-BB-4227-01A
66 years, male, white, stage:Stage IVA, alive, 134 days
8022.1
TCGA-CV-6945-01A
41 years, male, white, stage:Stage IVA, dead, 366 days
8007.4
TCGA-CR-6470-01A
38 years, male, white, stage:Stage II, alive, 1521 days
7988.0
TCGA-CR-7377-01A
58 years, male, white, stage:Stage IVA, dead, 279 days
7969.5
TCGA-CV-6940-01A
80 years, female, white, stage:Stage III, dead, 804 days
7955.5
TCGA-CV-7177-01A
82 years, female, white, stage:Stage II, dead, 663 days
7952.3
TCGA-P3-A6T8-01A
54 years, male, white, stage:Stage IVA, alive, 400 days
7951.7
TCGA-CV-7415-01A
60 years, male, white, stage:Stage IVA, dead, 695 days
7923.7
TCGA-CV-A460-01A
72 years, male, white, stage:'--, dead, 1838 days
7899.5
TCGA-CN-A49C-01A
67 years, male, white, stage:'--, alive, 645 days
7876.2
TCGA-DQ-5630-01A
73 years, male, white, stage:'--, alive, 1030 days
7861.0
TCGA-UF-A71E-01A
63 years, male, white, stage:Stage IVA, dead, 1504 days
7860.3
TCGA-HD-A6HZ-01A
79 years, female, white, stage:Stage III, alive, 111 days
7837.5
TCGA-BA-A6DD-01A
44 years, male, black or african american, stage:Stage IVA, dead, 173 days
7807.6
TCGA-CV-7433-01A
49 years, male, white, stage:Stage IVA, dead, 601 days
7783.6
TCGA-P3-A5QF-01A
49 years, male, white, stage:Stage IVA, dead, 330 days
7769.4
TCGA-CN-6021-01A
63 years, female, white, stage:'--, dead, 276 days
7759.8
TCGA-CV-A45Z-01A
75 years, male, white, stage:'--, dead, 1466 days
7728.2
TCGA-CN-A6V6-01A
59 years, male, white, stage:Stage IVA, alive, 635 days
7721.1
TCGA-CR-7404-01A
53 years, male, white, stage:'--, alive, 1472 days
7707.9
TCGA-CQ-5332-01A
87 years, male, white, stage:Stage III, dead, 317 days
7702.4
TCGA-CR-7393-01A
26 years, male, white, stage:Stage III, alive, 993 days
7576.3
TCGA-CV-7416-01A
29 years, female, white, stage:Stage IVA, dead, 763 days
7559.1
TCGA-CV-6939-01A
60 years, male, white, stage:Stage IVA, dead, 666 days
7553.1
TCGA-CQ-6227-01A
77 years, male, white, stage:Stage IVA, dead, 129 days
7544.6
TCGA-QK-AA3J-01A
69 years, male, black or african american, stage:Stage I, alive, 466 days
7540.5
TCGA-HD-A633-01A
74 years, male, white, stage:Stage IVA, alive, 421 days
7539.4
TCGA-CQ-6229-01A
61 years, male, white, stage:Stage II, alive, 1179 days
7490.5
TCGA-CQ-A4CG-01A
78 years, female, white, stage:Stage III, dead, 430 days
7478.5
TCGA-CR-7383-01A
79 years, female, white, stage:Stage I, dead, 521 days
7472.1
TCGA-CV-A6JT-01A
65 years, male, white, stage:Stage II, alive, 852 days
7462.1
TCGA-F7-8298-01A
58 years, male, white, stage:Stage I, alive, 995 days
7438.7
TCGA-RS-A6TO-01A
82 years, female, white, stage:Stage IVA, dead, 387 days
7413.1
TCGA-CV-7261-01A
57 years, male, white, stage:Stage IVA, alive, 1512 days
7365.8
TCGA-CV-5430-01A
61 years, male, white, stage:Stage IVA, alive, 4241 days
7344.0
TCGA-CN-A63U-01A
50 years, male, white, stage:Stage IVA, alive, 964 days
7331.4
TCGA-P3-A5Q6-01A
49 years, male, white, stage:Stage IVA, dead, 480 days
7326.7
TCGA-CV-6948-01A
79 years, female, white, stage:Stage IVB, dead, 1289 days
7318.3
TCGA-CX-7085-01A
77 years, female, white, stage:Stage I, alive, 321 days
7309.6
TCGA-BA-A4IG-01A
77 years, male, white, stage:'--, alive, 855 days
7278.5
TCGA-P3-A5Q5-01A
54 years, male, white, stage:Stage IVA, alive, 910 days
7266.1
TCGA-QK-A652-01A
60 years, male, white, stage:Stage III, alive, 645 days
7143.1
TCGA-CR-7394-01A
70 years, male, white, stage:Stage IVA, alive, 1346 days
7119.8
TCGA-CV-6933-01A
53 years, male, white, stage:Stage III, dead, 2741 days
7097.2
TCGA-CV-6941-01A
51 years, male, white, stage:Stage III, dead, 342 days
7070.7
TCGA-CV-7438-01A
87 years, female, white, stage:Stage I, dead, 194 days
7047.2
TCGA-CV-6954-01A
59 years, male, black or african american, stage:Stage IVA, dead, 2002 days
7030.1
TCGA-CV-7238-01A
69 years, female, white, stage:Stage II, alive, 2727 days
6982.9
TCGA-CV-7422-01A
60 years, female, white, stage:Stage IVA, dead, 1037 days
6968.1
TCGA-CQ-A4CH-01A
58 years, male, asian, stage:Stage II, dead, 379 days
6968.0
TCGA-HD-8224-01A
63 years, male, white, stage:Stage IVA, dead, 446 days
6925.0
TCGA-BA-A6DB-01A
24 years, female, white, stage:Stage I, alive, 216 days
6902.6
TCGA-CN-A63W-01A
48 years, female, white, stage:Stage IVA, dead, 377 days
6885.2
TCGA-UF-A7J9-01A
75 years, male, white, stage:Stage IVA, alive, 1358 days
6865.2
TCGA-BA-A8YP-01A
50 years, male, black or african american, stage:Stage IVB, alive, 499 days
6862.0
TCGA-IQ-A61G-01A
57 years, male, white, stage:Stage IVA, alive, 360 days
6853.2
TCGA-CV-5976-01A
50 years, male, white, stage:Stage IVA, alive, 1478 days
6842.9
TCGA-CV-A6JN-01A
53 years, male, white, stage:'--, alive, 906 days
6826.4
TCGA-CX-7086-01A
53 years, male, black or african american, stage:Stage III, alive, 573 days
6822.8
TCGA-CN-6989-01A
64 years, male, white, stage:Stage IVA, dead, 980 days
6816.6
TCGA-CN-A63V-01A
59 years, male, white, stage:Stage IVA, alive, 679 days
6786.6
TCGA-CR-7376-01A
83 years, male, white, stage:Stage III, alive, 972 days
6703.4
TCGA-CN-4730-01A
62 years, male, white, stage:Stage IVA, alive, 817 days
6680.8
TCGA-CR-6487-01A
50 years, male, white, stage:Stage I, alive, 234 days
6656.2
TCGA-QK-A6VC-01A
62 years, female, black or african american, stage:Stage IVA, alive, 600 days
6631.8
TCGA-CV-A468-01A
42 years, male, stage:Stage IVA, dead, 464 days
6610.1
TCGA-MT-A51X-01A
30 years, male, white, stage:Stage IVA, alive, 242 days
6607.2
TCGA-CQ-A4CD-01A
69 years, male, white, stage:Stage IVA, alive, 1022 days
6605.9
TCGA-F7-A61W-01A
51 years, male, asian, stage:Stage IVA, alive, 14 days
6576.2
TCGA-CV-A45T-01A
64 years, female, white, stage:'--, dead, 4856 days
6515.1
TCGA-BB-4228-01A
50 years, male, white, stage:Stage III, alive, 559 days
6512.7
TCGA-MT-A67F-01A
60 years, female, white, stage:Stage IVA, alive, 384 days
6503.0
TCGA-CN-4723-01A
67 years, male, white, stage:Stage IVA, alive, 1699 days
6389.1
TCGA-CN-6024-01A
66 years, male, white, stage:Stage IVA, dead, 337 days
6286.7
TCGA-CN-6012-01A
66 years, male, white, stage:Stage IVA, alive, 1460 days
6281.4
TCGA-CQ-6219-01A
50 years, female, white, stage:Stage IVA, dead, 479 days
6272.0
TCGA-CN-5370-01A
78 years, male, white, stage:Stage III, dead, 259 days
6246.2
TCGA-CQ-5333-01A
74 years, male, white, stage:Stage II, dead, 341 days
6238.0
TCGA-TN-A7HL-01A
59 years, male, white, stage:Stage IVA, alive, 619 days
6141.7
TCGA-CN-A6UY-01A
57 years, male, white, stage:Stage IVA, alive, 713 days
6137.8
TCGA-CR-7388-01A
70 years, female, white, stage:'--, dead, 823 days
6083.9
TCGA-BA-5559-01A
71 years, male, white, stage:'--, dead, 2083 days
6072.8
TCGA-BA-5557-01A
41 years, female, stage:Stage III, alive, 623 days
6059.7
TCGA-CV-A6K1-01A
65 years, male, white, stage:Stage IVA, alive, 685 days
5994.9
TCGA-CR-7390-01A
67 years, male, white, stage:Stage IVA, alive, 1508 days
5994.1
TCGA-BA-A6DL-01A
59 years, male, white, stage:'--, alive, 623 days
5908.1
TCGA-CN-5374-01A
56 years, female, white, stage:Stage IVA, dead, 1732 days
5888.4
TCGA-CV-5434-01A
60 years, male, black or african american, stage:Stage IVA, dead, 3314 days
5875.0
TCGA-CV-A464-01A
48 years, male, white, stage:Stage III, alive, 1722 days
5825.8
TCGA-CR-7397-01A
44 years, male, white, stage:Stage IVA, alive, 754 days
5823.6
TCGA-CN-6010-01A
53 years, male, white, stage:Stage IVA, alive, 1523 days
5743.6
TCGA-CV-6942-01A
73 years, female, white, stage:Stage II, alive, 4282 days
5743.3
TCGA-CN-5359-01A
59 years, male, white, stage:Stage IVA, dead, 377 days
5676.2
TCGA-CN-5358-01A
60 years, male, white, stage:Stage II, dead, 261 days
5673.9
TCGA-CV-6934-01A
66 years, female, white, stage:Stage IVA, dead, 65 days
5671.1
TCGA-CR-6467-01A
59 years, male, white, stage:Stage III, alive, 1777 days
5660.6
TCGA-KU-A66T-01A
53 years, female, white, stage:Stage IVA, alive, 552 days
5655.9
TCGA-QK-A6VB-01A
66 years, male, white, stage:Stage IVA, alive, 641 days
5590.0
TCGA-QK-A6II-01A
52 years, male, white, stage:Stage IVA, dead, 284 days
5574.9
TCGA-F7-A61V-01A
54 years, male, white, stage:Stage II, alive, 759 days
5496.4
TCGA-CR-7392-01A
67 years, female, white, stage:Stage IVA, alive, 1425 days
5490.9
TCGA-CV-5443-01A
63 years, male, black or african american, stage:Stage III, alive, 2784 days
5468.4
TCGA-CR-5248-01A
53 years, male, white, stage:'--, alive, 1663 days
5439.8
TCGA-CQ-5323-01A
82 years, male, white, stage:Stage I, alive, 1466 days
5419.2
TCGA-BA-A6DG-01A
49 years, male, white, stage:'--, dead, 69 days
5344.2
TCGA-UF-A7JJ-01A
68 years, male, stage:Stage IVA, alive, 549 days
5335.9
TCGA-CN-6997-01A
66 years, male, white, stage:Stage IVA, dead, 988 days
5321.2
TCGA-UF-A71A-01A
67 years, male, white, stage:Stage IVA, dead, 86 days
5313.7
TCGA-BA-A6DE-01A
70 years, female, white, stage:Stage II, alive, 440 days
5301.9
TCGA-UF-A7JF-01A
80 years, male, white, stage:Stage IVA, alive, 1686 days
5293.5
TCGA-BA-4076-01A
39 years, male, white, stage:'--, dead, 415 days
5292.6
TCGA-UF-A719-01A
54 years, male, stage:Stage II, alive, 1663 days
5287.1
TCGA-CN-6995-01A
78 years, male, white, stage:Stage IVA, dead, 112 days
5260.5
TCGA-IQ-A6SG-01A
61 years, female, white, stage:Stage III, alive, 579 days
5210.9
TCGA-4P-AA8J-01A
66 years, male, black or african american, stage:Stage IVA, alive, 102 days
5197.2
TCGA-CV-A45Q-01A
69 years, female, white, stage:'--, dead, 5152 days
5196.8
TCGA-CR-7370-01A
72 years, female, white, stage:'--, alive, 105 days
5106.3
TCGA-DQ-7591-01A
62 years, male, white, stage:'--, alive, 622 days
5082.7
TCGA-CQ-6228-01A
71 years, female, white, stage:Stage IVA, dead, 456 days
5082.1
TCGA-BB-A5HU-01A
47 years, male, white, stage:Stage IVA, alive, 782 days
5081.0
TCGA-CV-A45U-01A
59 years, male, white, stage:Stage IVA, dead, 1079 days
5072.5
TCGA-HD-7754-01A
69 years, male, white, stage:Stage IVA, alive, 783 days
5070.5
TCGA-CV-7418-01A
62 years, male, black or african american, stage:Stage IVA, dead, 789 days
5055.8
TCGA-HD-A6I0-01A
56 years, male, white, stage:Stage IVA, alive, 210 days
5048.1
TCGA-D6-A6EK-01A
67 years, male, white, stage:Stage III, alive, 875 days
5018.2
TCGA-CN-4740-01A
79 years, female, white, stage:Stage IVA, dead, 839 days
5003.1
TCGA-CQ-7068-01A
80 years, female, white, stage:Stage II, alive, 1309 days
4969.4
TCGA-BB-A5HZ-01A
65 years, male, white, stage:Stage IVA, alive, 827 days
4966.0
TCGA-CV-5440-01A
52 years, male, white, stage:Stage IVA, alive, 3270 days
4951.4
TCGA-QK-A6IG-01A
69 years, male, white, stage:Stage III, dead, 222 days
4941.7
TCGA-CN-4731-01A
63 years, female, white, stage:Stage IVA, dead, 998 days
4931.7
TCGA-CR-7371-01A
45 years, female, white, stage:Stage III, dead, 94 days
4913.3
TCGA-CV-6961-01A
61 years, male, white, stage:Stage II, dead, 76 days
4895.5
TCGA-BA-6869-01A
62 years, male, white, stage:Stage III, alive, 644 days
4880.9
TCGA-BB-4224-01A
52 years, male, white, stage:Stage IVA, alive, 278 days
4875.8
TCGA-UF-A7JA-01A
66 years, female, white, stage:Stage IVA, alive, 2265 days
4777.0
TCGA-QK-A6IF-01A
61 years, male, white, stage:'--, alive, 704 days
4749.4
TCGA-CV-A45X-01A
47 years, male, white, stage:Stage IVA, dead, 198 days
4748.4
TCGA-T2-A6WZ-01A
53 years, male, white, stage:'--, dead, 484 days
4708.1
TCGA-CR-7399-01A
60 years, female, white, stage:Stage IVA, alive, 181 days
4695.5
TCGA-QK-A8Z8-01A
60 years, female, black or african american, stage:Stage IVC, dead, 171 days
4683.0
TCGA-WA-A7H4-01A
69 years, male, white, stage:Stage II, alive, 443 days
4667.0
TCGA-CV-6937-01A
71 years, male, white, stage:Stage II, dead, 624 days
4656.8
TCGA-CQ-A4CI-01A
73 years, male, white, stage:Stage III, alive, 950 days
4656.4
TCGA-CV-7235-01A
67 years, male, white, stage:Stage II, alive, 2347 days
4648.3
TCGA-UF-A7JV-01A
62 years, female, white, stage:Stage IVA, dead, 90 days
4646.4
TCGA-CR-7398-01A
53 years, female, white, stage:Stage II, alive, 156 days
4603.8
TCGA-UF-A7JT-01A
72 years, female, white, stage:Stage IVA, dead, 993 days
4601.6
TCGA-QK-A6IJ-01A
71 years, male, white, stage:Stage III, alive, 387 days
4601.1
TCGA-BB-4217-01A
68 years, male, black or african american, stage:Stage IVA, alive, 187 days
4523.2
TCGA-CV-5978-01A
53 years, female, black or african american, stage:Stage IVB, dead, 215 days
4471.8
TCGA-CV-7440-01A
38 years, male, white, stage:Stage II, dead, 675 days
4452.8
TCGA-CV-5966-01A
63 years, female, white, stage:Stage IVA, dead, 545 days
4402.2
TCGA-BA-A6DA-01A
41 years, female, white, stage:Stage IVA, alive, 351 days
4379.1
TCGA-T3-A92M-01A
52 years, male, black or african american, stage:Stage IVA, alive, 417 days
4349.3
TCGA-CV-A6JD-01A
82 years, female, white, stage:'--, dead, 182 days
4332.2
TCGA-CN-4742-01A
48 years, female, white, stage:Stage IVA, dead, 397 days
4321.7
TCGA-CQ-A4C9-01A
56 years, male, stage:Stage III, alive, 707 days
4223.4
TCGA-D6-6824-01A
61 years, male, white, stage:Stage IVA, alive, 77 days
4205.0
TCGA-CV-A465-01A
24 years, male, white, stage:Stage III, dead, 215 days
4166.8
TCGA-CN-4727-01A
56 years, male, white, stage:Stage IVA, alive, 1560 days
4152.6
TCGA-F7-7848-01A
47 years, male, white, stage:Stage IVA, alive, 1131 days
4055.6
TCGA-BA-A4II-01A
46 years, male, white, stage:Stage II, alive, 918 days
4022.9
TCGA-KU-A6H8-01A
41 years, male, white, stage:Stage IVA, dead, 327 days
4022.4
TCGA-D6-A6EO-01A
44 years, male, white, stage:Stage IVA, alive, 759 days
4020.3
TCGA-CV-7263-01A
64 years, male, black or african american, stage:Stage II, dead, 560 days
4009.1
TCGA-CV-7103-01A
49 years, male, white, stage:Stage IVA, dead, 1591 days
4005.6
TCGA-CV-6433-01A
57 years, male, white, stage:Stage II, alive, 641 days
3939.0
TCGA-CR-6473-01A
68 years, male, white, stage:'--, alive, 1125 days
3887.4
TCGA-CN-4739-01A
71 years, male, white, stage:Stage IVA, dead, 1394 days
3842.7
TCGA-IQ-A61H-01A
76 years, male, white, stage:Stage II, alive, 1138 days
3839.8
TCGA-H7-A76A-01A
57 years, male, white, stage:'--, alive, 637 days
3827.0
TCGA-CV-7242-01A
60 years, female, white, stage:Stage II, alive, 1095 days
3807.1
TCGA-P3-A6T6-01A
53 years, male, white, stage:Stage IVA, dead, 395 days
3751.4
TCGA-CV-6962-01A
65 years, male, white, stage:Stage IVA, dead, 126 days
3749.8
TCGA-HD-7831-01A
74 years, male, white, stage:Stage IVA, alive, 667 days
3745.6
TCGA-CN-5360-01A
68 years, male, white, stage:Stage IVA, alive, 2169 days
3730.9
TCGA-BB-A5HY-01A
64 years, male, white, stage:Stage IVA, dead, 321 days
3718.5
TCGA-CV-7100-01A
66 years, male, white, stage:Stage III, dead, 274 days
3714.3
TCGA-UF-A71D-01A
54 years, female, white, stage:Stage IVA, alive, 1461 days
3703.0
TCGA-CV-5431-01A
73 years, male, white, stage:Stage IVA, dead, 522 days
3659.0
TCGA-CV-7435-01A
57 years, female, white, stage:Stage IVA, dead, 4680 days
3643.4
TCGA-CV-7421-01A
76 years, male, white, stage:Stage IVA, dead, 2 days
3634.6
TCGA-CN-4735-01A
52 years, male, white, stage:Stage IVA, alive, 1737 days
3617.0
TCGA-H7-8501-01A
54 years, male, white, stage:Stage IVA, alive, 461 days
3610.4
TCGA-CV-A45Y-01A
61 years, male, american indian or alaska native, stage:Stage IVA, dead, 2703 days
3576.2
TCGA-CX-7219-01A
47 years, male, black or african american, stage:Stage IVA, alive, 1045 days
3542.9
TCGA-BB-8601-01A
84 years, male, black or african american, stage:Stage III, alive, 624 days
3525.3
TCGA-CN-6017-01A
55 years, male, white, stage:Stage IVA, dead, 853 days
3508.9
TCGA-CV-A45O-01A
57 years, male, white, stage:'--, alive, 851 days
3505.7
TCGA-CN-6992-01A
61 years, male, white, stage:Stage IVA, alive, 1066 days
3500.8
TCGA-IQ-A61I-01A
63 years, male, black or african american, stage:Stage IVA, dead, 2 days
3467.0
TCGA-CN-4725-01A
60 years, male, white, stage:Stage II, alive, 1157 days
3462.7
TCGA-CN-6988-01A
47 years, male, white, stage:Stage IVA, alive, 318 days
3340.8
TCGA-UF-A71B-01A
50 years, male, white, stage:Stage IVA, alive, 1506 days
3311.6
TCGA-CV-6960-01A
49 years, male, black or african american, stage:Stage III, dead, 862 days
3268.4
TCGA-CN-A641-01A
47 years, male, white, stage:Stage IVA, alive, 367 days
3139.6
TCGA-MZ-A6I9-01A
68 years, male, white, stage:'--, dead, 489 days
3099.0
TCGA-CV-6441-01A
60 years, male, white, stage:Stage III, dead, 292 days
3050.2
TCGA-CR-7374-01A
67 years, female, white, stage:'--, alive, 30 days
3004.3
TCGA-CV-A6JE-01A
78 years, male, white, stage:'--, alive, 1075 days
2993.5
TCGA-CN-4733-01A
61 years, male, white, stage:Stage III, alive, 1586 days
2983.0
TCGA-MT-A67D-01A
55 years, male, white, stage:Stage II, alive, 56 days
2919.7
TCGA-CN-A49A-01A
60 years, male, white, stage:Stage IVB, dead, 526 days
2916.8
TCGA-BB-8596-01A
69 years, female, white, stage:Stage IVA, alive, 2161 days
2858.4
TCGA-CV-7250-01A
64 years, male, white, stage:Stage IVA, dead, 2900 days
2843.0
TCGA-BA-6871-01A
75 years, male, white, stage:'--, dead, 108 days
2763.3
TCGA-BA-4075-01A
49 years, male, black or african american, stage:Stage III, dead, 283 days
2673.9
TCGA-CV-7406-01A
49 years, male, white, stage:Stage II, dead, 1748 days
2666.5
TCGA-MZ-A7D7-01A
51 years, male, white, stage:Stage IVA, alive, 547 days
2627.3
TCGA-CV-A6JM-01A
85 years, male, white, stage:'--, dead, 194 days
2535.5
TCGA-CN-A642-01A
57 years, male, white, stage:Stage IVB, dead, 82 days
2521.8
TCGA-CN-A63T-01A
60 years, male, white, stage:Stage IVA, alive, 225 days
2504.5
TCGA-MZ-A5BI-01A
53 years, male, white, stage:'--, dead, 217 days
2447.4
TCGA-D6-A6EM-01A
65 years, female, white, stage:Stage III, alive, 232 days
2409.4
TCGA-CQ-6225-01A
65 years, male, white, stage:Stage III, dead, 403 days
2396.3
TCGA-CQ-7072-01A
51 years, male, white, stage:Stage II, alive, 2359 days
2395.7
TCGA-P3-A6SW-01A
50 years, male, white, stage:Stage IVB, alive, 1120 days
2389.8
TCGA-CN-4728-01A
56 years, male, white, stage:Stage IVA, alive, 1724 days
2364.7
TCGA-CV-7424-01A
67 years, male, asian, stage:Stage IVA, dead, 453 days
2313.9
TCGA-CR-7382-01A
49 years, male, white, stage:Stage IVA, alive, 796 days
2259.1
TCGA-CV-7248-01A
63 years, female, black or african american, stage:Stage IVA, dead, 521 days
2258.6
TCGA-QK-A8Z7-01A
59 years, male, black or african american, stage:Stage IVA, alive, 392 days
2176.7
TCGA-D6-A6EN-01A
71 years, male, white, stage:Stage III, alive, 687 days
2082.5
TCGA-CN-A497-01A
63 years, male, stage:Stage III, alive, 1065 days
2037.2
TCGA-BA-A4IH-01A
57 years, male, white, stage:'--, alive, 622 days
2012.3
TCGA-HD-8314-01A
58 years, male, white, stage:Stage III, alive, 670 days
1948.7
TCGA-CN-6023-01A
73 years, male, white, stage:Stage IVA, alive, 1584 days
1931.0
TCGA-UF-A7JS-01A
59 years, male, white, stage:Stage IVA, dead, 680 days
1894.5
TCGA-CX-A4AQ-01A
56 years, male, white, stage:Stage IVA, alive, 1555 days
1819.0
TCGA-CN-6019-01A
61 years, male, white, stage:Stage IVA, alive, 1038 days
1685.6
TCGA-CV-7254-01A
55 years, male, white, stage:Stage II, dead, 1459 days
1660.1
TCGA-D6-A6ES-01A
50 years, male, white, stage:Stage IVA, alive, 389 days
1649.3
TCGA-P3-A5QA-01A
41 years, male, stage:Stage I, alive, 2182 days
1562.1
TCGA-CV-A6JU-01A
61 years, female, white, stage:Stage IVB, alive, 110 days
1561.8
TCGA-D6-6827-01A
55 years, female, white, stage:Stage I, alive, 568 days
1454.8
TCGA-BA-4074-01A
69 years, male, white, stage:Stage IVA, dead, 462 days
1405.4
TCGA-CN-6022-01A
49 years, male, white, stage:Stage IVA, dead, 281 days
1384.2
TCGA-CV-6936-01A
68 years, male, white, stage:Stage IVA, dead, 166 days
1260.9
TCGA-CR-6482-01A
62 years, male, black or african american, stage:'--, alive, 345 days
1234.2
TCGA-BA-A6D8-01A
59 years, male, black or african american, stage:Stage IVA, alive, 850 days
1120.6
TCGA-CV-A45W-01A
75 years, male, white, stage:Stage II, dead, 1398 days
940.7
TCGA-CV-7429-01A
55 years, male, white, stage:Stage IVA, dead, 107 days
819.7
TCGA-UF-A7JD-01A
71 years, male, stage:Stage IVA, dead, 739 days
715.3
TCGA-BA-7269-01A
61 years, male, white, stage:Stage III, alive, 1273 days
705.4
TCGA-IQ-7631-01A
60 years, female, white, stage:Stage II, alive, 1172 days
662.0
TCGA-KU-A66S-01A
69 years, female, white, stage:Stage III, dead, 406 days
636.4
TCGA-QK-AA3K-01A
60 years, male, black or african american, stage:Stage IVA, alive, 253 days
617.7
TCGA-CV-5971-01A
60 years, male, white, stage:Stage IVA, alive, 701 days
532.4
TCGA-D6-A6EP-01A
62 years, male, white, stage:Stage III, alive, 424 days
273.1
TCGA-MT-A7BN-01A
74 years, male, white, stage:Stage IVA, alive, 469 days
258.1
TCGA-TN-A7HI-01A
56 years, male, white, stage:Stage IVA, alive, 412 days
253.0
TCGA-IQ-A61O-01A
43 years, male, white, stage:Stage IVA, dead, 421 days
183.6
TCGA-CQ-6221-01A
79 years, male, white, stage:'--, alive, 1000 days
12.2
TCGA-HD-A634-01A
56 years, male, white, stage:Stage IVA, dead, 130 days
4.0
TCGA-F7-A624-01A
73 years, male, white, stage:Stage II, alive, 378 days
2.2
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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
1.8
CPT0194960003
Tumor
1.5
CPT0281470002
Normal
1.5
CPT0163740003
Tumor
1.4
CPT0011130005
Tumor
1.3
CPT0177010003
Tumor
1.1
CPT0162990004
Tumor
1.0
CPT0196210003
Tumor
1.0
CPT0244940004
Tumor
1.0
CPT0163720003
Normal
0.9
CPT0169740004
Normal
0.9
CPT0094350004
Tumor
0.9
CPT0241980004
Tumor
0.9
CPT0176770003
Tumor
0.8
CPT0194420003
Tumor
0.8
CPT0163240003
Tumor
0.8
CPT0199700003
Tumor
0.8
CPT0163600003
Tumor
0.8
CPT0248330003
Tumor
0.8
CPT0246670003
Tumor
0.8
CPT0163340003
Tumor
0.7
CPT0088060004
Tumor
0.7
CPT0236620003
Tumor
0.7
CPT0223450003
Tumor
0.6
CPT0246540003
Tumor
0.6
CPT0222360003
Tumor
0.6
CPT0163790003
Tumor
0.5
CPT0220610003
Tumor
0.5
CPT0229220002
Normal
0.5
CPT0245300003
Tumor
0.5
CPT0087820003
Tumor
0.4
CPT0237480004
Tumor
0.4
CPT0008520008
Tumor
0.4
CPT0094490004
Tumor
0.4
CPT0163650003
Tumor
0.4
CPT0226350003
Normal
0.4
CPT0207870004
Tumor
0.3
CPT0184530003
Tumor
0.3
CPT0245550003
Tumor
0.3
CPT0169640003
Tumor
0.3
C3N-00295-05
Normal
0.3
CPT0226340003
Tumor
0.3
CPT0008960003
Normal
0.3
CPT0194800003
Normal
0.3
CPT0095040003
Tumor
0.2
CPT0163410003
Tumor
0.2
CPT0278700002
Normal
0.2
CPT0008630003
Tumor
0.2
CPT0245460003
Normal
0.2
CPT0248520003
Tumor
0.2
C3N-02693-06
Normal
0.2
CPT0087990003
Tumor
0.2
CPT0169890003
Tumor
0.2
CPT0123260003
Tumor
0.2
CPT0226130003
Tumor
0.2
CPT0223460003
Normal
0.2
CPT0237620004
Tumor
0.1
CPT0237640003
Normal
0.1
CPT0163250003
Normal
0.1
CPT0094420004
Tumor
0.1
CPT0163480003
Tumor
0.1
CPT0226090003
Normal
0.1
CPT0011290003
Tumor
0.1
CPT0194250003
Tumor
0.1
CPT0196060003
Normal
0.1
CPT0245010003
Tumor
0.1
CPT0177390003
Tumor
0.1
CPT0235470002
Normal
0.1
CPT0199830003
Normal
0.0
CPT0162940003
Tumor
0.0
CPT0245450003
Tumor
0.0
CPT0235910003
Tumor
0.0
C3N-04275-05
Normal
0.0
CPT0177220003
Normal
0.0
CPT0177200003
Tumor
0.0
CPT0245130003
Tumor
0.0
C3N-00857-05
Normal
-0.1
CPT0222180003
Tumor
-0.1
CPT0235460003
Tumor
-0.1
C3N-04279-05
Normal
-0.1
CPT0245180003
Tumor
-0.1
CPT0088010003
Normal
-0.1
CPT0226390003
Tumor
-0.1
CPT0195860003
Tumor
-0.1
CPT0163800003
Normal
-0.1
CPT0248350003
Normal
-0.2
CPT0127050003
Tumor
-0.2
CPT0245190003
Normal
-0.2
CPT0245020003
Normal
-0.2
CPT0235920003
Normal
-0.2
CPT0094560004
Tumor
-0.2
CPT0162890003
Tumor
-0.2
CPT0226450003
Normal
-0.2
CPT0163610003
Normal
-0.2
CPT0199890003
Normal
-0.2
CPT0201860004
Normal
-0.3
CPT0163020003
Normal
-0.3
CPT0246590003
Tumor
-0.3
CPT0163430003
Normal
-0.3
CPT0236850004
Tumor
-0.3
CPT0245630003
Tumor
-0.3
CPT0245400003
Tumor
-0.3
C3N-01859-04
Normal
-0.3
CPT0011320003
Normal
-0.3
CPT0226270003
Normal
-0.3
CPT0199820003
Tumor
-0.3
CPT0196040003
Tumor
-0.3
CPT0245730003
Tumor
-0.3
CPT0163860003
Normal
-0.4
CPT0177710003
Tumor
-0.4
C3N-01620-05
Normal
-0.4
CPT0236870003
Normal
-0.4
CPT0194260003
Normal
-0.4
CPT0226440003
Tumor
-0.4
CPT0123180003
Tumor
-0.4
CPT0256560003
Tumor
-0.4
CPT0226400003
Normal
-0.4
C3N-01758-04
Normal
-0.4
CPT0088080003
Normal
-0.4
CPT0245410003
Normal
-0.4
CPT0245060004
Tumor
-0.5
CPT0163170003
Normal
-0.5
CPT0195700003
Normal
-0.5
CPT0201830004
Tumor
-0.5
CPT0094580003
Normal
-0.5
CPT0237150003
Normal
-0.5
CPT0237130004
Tumor
-0.5
CPT0199710003
Normal
-0.5
CPT0088410003
Tumor
-0.5
CPT0013000004
Tumor
-0.5
CPT0199880003
Tumor
-0.5
CPT0084650004
Normal
-0.6
CPT0245560003
Normal
-0.6
CPT0163490003
Normal
-0.6
C3N-04276-06
Normal
-0.6
CPT0220620003
Normal
-0.6
CPT0237500003
Normal
-0.6
CPT0013210004
Tumor
-0.6
CPT0123190003
Normal
-0.6
CPT0094280004
Tumor
-0.6
CPT0242000004
Normal
-0.6
CPT0223970003
Tumor
-0.7
CPT0088430003
Normal
-0.7
CPT0222200003
Normal
-0.7
CPT0024810003
Tumor
-0.8
CPT0236640003
Normal
-0.8
CPT0013250003
Normal
-0.8
CPT0190860003
Normal
-0.8
CPT0226030003
Tumor
-0.8
CPT0245500003
Tumor
-0.9
CPT0195880003
Normal
-0.9
CPT0008930003
Tumor
-0.9
CPT0250310003
Tumor
-0.9
CPT0243090003
Tumor
-1.0
CPT0013130003
Tumor
-1.0
CPT0226250004
Tumor
-1.0
CPT0243140004
Normal
-1.0
CPT0245140003
Normal
-1.1
CPT0246620003
Tumor
-1.1
CPT0195680003
Tumor
-1.1
CPT0163530003
Tumor
-1.2
CPT0013430003
Tumor
-1.2
CPT0013460003
Normal
-1.2
CPT0245680003
Tumor
-1.2
CPT0163160003
Tumor
-1.2
CPT0013030003
Normal
-1.3
CPT0245230004
Tumor
-1.3
CPT0123280003
Normal
-1.3
CPT0169730003
Tumor
-1.3
CPT0084630009
Tumor
-1.3
CPT0163910003
Tumor
-1.4
CPT0194790003
Tumor
-1.5
CPT0244890004
Tumor
-1.5
CPT0163090003
Tumor
-1.5
CPT0163840003
Tumor
-1.5
CPT0261520003
Tumor
-1.7
CPT0169920003
Normal
-1.7
CPT0190850003
Tumor
-2.1
CPT0245350003
Tumor
-2.4
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.