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HEAD AND NECK CANCER - Interactive survival scatter ploti
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
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.
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 FPKM
24.6
Number of samples
499
Samples
Sample
Description
FPKM
TCGA-MZ-A6I9-01A
68 years, male, white, dead, 489 days
132.1
TCGA-CV-A6JU-01A
61 years, female, white, stage:ivb, alive, 110 days
125.9
TCGA-CV-A6K1-01A
65 years, male, white, stage:iva, alive, 685 days
98.7
TCGA-TN-A7HI-01A
56 years, male, white, stage:iva, alive, 412 days
98.5
TCGA-HD-A634-01A
57 years, male, white, stage:iva, dead, 130 days
82.1
TCGA-KU-A66S-01A
69 years, female, white, stage:iii, dead, 406 days
79.8
TCGA-BA-A6D8-01A
59 years, male, black or african american, stage:iva, alive, 850 days
78.4
TCGA-CN-A63U-01A
50 years, male, white, stage:iva, alive, 964 days
77.6
TCGA-BA-4074-01A
69 years, male, white, stage:iva, dead, 462 days
75.3
TCGA-MZ-A7D7-01A
51 years, male, white, stage:iva, alive, 547 days
74.9
TCGA-UF-A7JS-01A
59 years, male, white, stage:iva, dead, 680 days
72.0
TCGA-D6-A6EM-01A
65 years, female, white, stage:iii, alive, 232 days
70.8
TCGA-CV-A6JM-01A
85 years, male, white, dead, 194 days
61.8
TCGA-H7-8501-01A
54 years, male, white, stage:iva, alive, 461 days
61.5
TCGA-D6-A6EP-01A
62 years, male, white, stage:iii, alive, 424 days
60.1
TCGA-BB-4224-01A
52 years, male, white, stage:iva, alive, 278 days
59.8
TCGA-P3-A6T6-01A
53 years, male, white, stage:iva, dead, 395 days
57.5
TCGA-IQ-A61I-01A
63 years, male, black or african american, stage:iva, dead, 2 days
56.4
TCGA-QK-A6IJ-01A
71 years, male, white, stage:iii, alive, 387 days
55.3
TCGA-CV-A6JE-01A
78 years, male, white, alive, 1075 days
55.2
TCGA-CN-A641-01A
47 years, male, white, stage:iva, alive, 367 days
54.6
TCGA-UF-A7JF-01A
80 years, male, white, stage:iva, alive, 1686 days
53.6
TCGA-D6-A6EN-01A
72 years, male, white, stage:iii, alive, 687 days
53.2
TCGA-HD-A6I0-01A
56 years, male, white, stage:iva, alive, 210 days
53.1
TCGA-BB-8601-01A
84 years, male, black or african american, stage:iii, alive, 624 days
51.9
TCGA-CV-A6JN-01A
53 years, male, white, alive, 906 days
51.7
TCGA-CN-A63W-01A
48 years, female, white, stage:iva, dead, 377 days
51.5
TCGA-MT-A7BN-01A
74 years, male, white, stage:iva, alive, 469 days
50.9
TCGA-D6-A6ES-01A
50 years, male, white, stage:iva, alive, 389 days
50.8
TCGA-CN-A6UY-01A
57 years, male, white, stage:iva, alive, 713 days
50.6
TCGA-QK-A8Z7-01A
59 years, male, black or african american, stage:iva, alive, 392 days
50.2
TCGA-CX-A4AQ-01A
56 years, male, white, stage:iva, alive, 1555 days
50.1
TCGA-IQ-A6SG-01A
61 years, female, white, stage:iii, alive, 579 days
50.0
TCGA-BA-7269-01A
61 years, male, white, stage:iii, alive, 1273 days
48.9
TCGA-HD-8635-01A
61 years, female, white, stage:iii, alive, 695 days
48.4
TCGA-CR-6473-01A
68 years, male, white, alive, 1125 days
47.9
TCGA-HD-8314-01A
58 years, male, white, stage:iii, alive, 670 days
47.0
TCGA-P3-A6SW-01A
50 years, male, white, stage:ivb, alive, 1120 days
45.1
TCGA-CN-A6V7-01A
40 years, male, white, stage:iva, alive, 594 days
45.0
TCGA-P3-A5QF-01A
49 years, male, white, stage:iva, dead, 330 days
44.7
TCGA-BA-A6DE-01A
70 years, female, white, stage:ii, alive, 440 days
44.7
TCGA-F7-A624-01A
73 years, male, white, stage:ii, alive, 378 days
44.3
TCGA-CV-A45Q-01A
69 years, female, white, dead, 5152 days
44.1
TCGA-CN-6023-01A
73 years, male, white, stage:iva, alive, 1584 days
43.0
TCGA-QK-A6VB-01A
66 years, male, white, stage:iva, alive, 641 days
42.5
TCGA-CV-6003-01A
50 years, female, white, stage:iii, alive, 1665 days
42.3
TCGA-CV-5441-01A
58 years, male, white, stage:iva, alive, 2886 days
42.1
TCGA-QK-A8Z8-01A
60 years, female, black or african american, stage:ivc, dead, 171 days
42.0
TCGA-KU-A6H7-01A
55 years, female, white, stage:iva, alive, 586 days
41.6
TCGA-P3-A6T5-01A
79 years, female, white, stage:iva, dead, 882 days
40.4
TCGA-CQ-A4C9-01A
56 years, male, stage:iii, alive, 707 days
40.4
TCGA-CQ-A4CI-01A
73 years, male, white, stage:iii, alive, 950 days
40.2
TCGA-CV-A45W-01A
76 years, male, white, stage:ii, dead, 1398 days
40.2
TCGA-IQ-A6SH-01A
55 years, male, black or african american, stage:iii, alive, 471 days
39.9
TCGA-CR-6472-01A
59 years, male, white, alive, 1050 days
39.8
TCGA-BA-A8YP-01A
50 years, male, black or african american, stage:ivb, alive, 499 days
39.5
TCGA-BA-A6DA-01A
41 years, female, white, stage:iva, alive, 351 days
39.2
TCGA-F7-A61V-01A
54 years, male, white, stage:ii, alive, 759 days
39.1
TCGA-CV-A460-01A
72 years, male, white, dead, 1838 days
38.6
TCGA-CQ-A4C6-01A
63 years, male, asian, stage:ii, alive, 1353 days
38.6
TCGA-UF-A7JT-01A
72 years, female, white, stage:iva, dead, 993 days
38.0
TCGA-UF-A71A-01A
67 years, male, white, stage:iva, dead, 86 days
37.4
TCGA-D6-A6EQ-01A
57 years, male, white, stage:iva, alive, 368 days
37.3
TCGA-T2-A6WZ-01A
53 years, male, white, dead, 484 days
37.3
TCGA-TN-A7HL-01A
59 years, male, white, stage:iva, alive, 619 days
37.3
TCGA-UF-A71B-01A
50 years, male, white, stage:iva, alive, 1506 days
37.3
TCGA-F7-A622-01A
75 years, male, white, stage:iii, dead, 359 days
37.2
TCGA-CN-6988-01A
47 years, male, white, stage:iva, alive, 318 days
36.9
TCGA-D6-A6EK-01A
67 years, male, white, stage:iii, alive, 875 days
36.2
TCGA-BB-A5HY-01A
64 years, male, white, stage:iva, dead, 321 days
36.2
TCGA-BA-4075-01A
49 years, male, black or african american, stage:iii, dead, 283 days
36.1
TCGA-QK-A6VC-01A
62 years, female, black or african american, stage:iva, alive, 600 days
36.1
TCGA-T3-A92N-01A
79 years, male, black or african american, stage:iva, dead, 95 days
36.0
TCGA-IQ-A61G-01A
57 years, male, white, stage:iva, alive, 360 days
35.9
TCGA-QK-A6IH-01A
65 years, female, white, stage:ivb, alive, 653 days
35.5
TCGA-IQ-A61E-01A
55 years, female, white, stage:iii, alive, 1147 days
35.3
TCGA-T2-A6X0-01A
49 years, male, white, alive, 216 days
35.0
TCGA-CV-6941-01A
51 years, male, white, stage:iii, dead, 342 days
34.9
TCGA-P3-A6T2-01A
45 years, male, white, stage:iva, alive, 2298 days
34.9
TCGA-CQ-6225-01A
65 years, male, white, stage:iii, dead, 403 days
34.8
TCGA-DQ-7588-01A
66 years, male, white, dead, 427 days
34.7
TCGA-BA-6869-01A
62 years, male, white, stage:iii, alive, 644 days
34.7
TCGA-BA-A4IG-01A
77 years, male, white, alive, 855 days
34.6
TCGA-QK-A6IG-01A
69 years, male, white, stage:iii, dead, 222 days
34.4
TCGA-D6-A6EO-01A
44 years, male, white, stage:iva, alive, 759 days
34.4
TCGA-UF-A7JO-01A
79 years, female, white, stage:iva, dead, 631 days
34.2
TCGA-UF-A7JK-01A
59 years, male, stage:iva, dead, 424 days
33.7
TCGA-D6-A4ZB-01A
61 years, male, white, stage:iii, alive, 376 days
33.5
TCGA-CV-7418-01A
62 years, male, black or african american, stage:iva, dead, 789 days
33.5
TCGA-CV-5430-01A
61 years, male, white, stage:iva, alive, 4241 days
32.9
TCGA-CV-5966-01A
63 years, female, white, stage:iva, dead, 545 days
32.7
TCGA-CR-7402-01A
68 years, male, white, alive, 911 days
32.7
TCGA-UP-A6WW-01A
58 years, male, white, alive, 518 days
32.7
TCGA-CV-6956-01A
67 years, male, white, stage:iii, dead, 217 days
32.7
TCGA-CR-7399-01A
60 years, female, white, stage:iva, alive, 181 days
32.3
TCGA-CV-7180-01A
34 years, male, white, stage:ii, dead, 327 days
32.3
TCGA-CX-7082-01A
82 years, male, white, stage:iva, dead, 11 days
31.8
TCGA-UF-A71E-01A
63 years, male, white, stage:iva, dead, 1504 days
31.7
TCGA-BA-6872-01A
47 years, male, white, dead, 384 days
31.7
TCGA-CV-7254-01A
55 years, male, white, stage:ii, dead, 1459 days
31.7
TCGA-CV-6436-01A
62 years, male, white, stage:iva, alive, 1899 days
31.6
TCGA-UF-A7JH-01A
59 years, male, black or african american, stage:iva, alive, 896 days
31.4
TCGA-BA-A6DD-01A
44 years, male, black or african american, stage:iva, dead, 173 days
31.4
TCGA-CV-7261-01A
57 years, male, white, stage:iva, alive, 1512 days
31.3
TCGA-F7-A61W-01A
51 years, male, asian, stage:iva, alive, 14 days
31.2
TCGA-CV-7263-01A
64 years, male, black or african american, stage:ii, dead, 560 days
31.2
TCGA-CR-6487-01A
50 years, male, white, stage:i, alive, 234 days
31.1
TCGA-CN-A49C-01A
67 years, male, white, alive, 645 days
30.9
TCGA-CV-7429-01A
55 years, male, white, stage:iva, dead, 107 days
30.9
TCGA-F7-A620-01A
47 years, male, white, stage:iii, alive, 543 days
30.8
TCGA-MT-A67D-01A
55 years, male, white, stage:ii, alive, 56 days
30.5
TCGA-CN-A497-01A
63 years, male, stage:iii, alive, 1065 days
30.3
TCGA-P3-A5Q5-01A
54 years, male, white, stage:iva, alive, 910 days
30.1
TCGA-CQ-5332-01A
87 years, male, white, stage:iii, dead, 317 days
30.1
TCGA-CN-6992-01A
61 years, male, white, stage:iva, alive, 1066 days
30.0
TCGA-CV-A45Z-01A
75 years, male, white, dead, 1466 days
30.0
TCGA-CV-6433-01A
57 years, male, white, stage:ii, alive, 641 days
29.9
TCGA-CR-6477-01A
57 years, female, white, alive, 514 days
29.5
TCGA-BA-A4II-01A
46 years, male, white, stage:ii, alive, 918 days
29.4
TCGA-D6-8569-01A
52 years, male, white, stage:ii, alive, 770 days
29.2
TCGA-CQ-6220-01A
69 years, male, white, stage:iii, dead, 985 days
29.1
TCGA-CV-6950-01A
64 years, male, white, stage:iva, dead, 459 days
29.1
TCGA-HD-7832-01A
52 years, male, white, stage:iva, alive, 836 days
29.0
TCGA-P3-A6T7-01A
55 years, male, white, stage:iva, dead, 487 days
28.9
TCGA-CQ-7072-01A
51 years, male, white, stage:ii, alive, 2359 days
28.7
TCGA-QK-A8ZA-01A
60 years, male, black or african american, dead, 371 days
28.7
TCGA-CR-7383-01A
79 years, female, white, stage:i, dead, 521 days
28.6
TCGA-BB-4217-01A
68 years, male, black or african american, stage:iva, alive, 187 days
28.6
TCGA-CV-6441-01A
60 years, male, white, stage:iii, dead, 292 days
28.6
TCGA-CQ-A4CD-01A
69 years, male, white, stage:iva, alive, 1022 days
28.5
TCGA-CV-A45U-01A
59 years, male, white, stage:iva, dead, 1079 days
28.5
TCGA-CN-A63T-01A
60 years, male, white, stage:iva, alive, 225 days
28.4
TCGA-BA-A6DJ-01A
62 years, male, asian, stage:iva, dead, 407 days
28.2
TCGA-CV-5977-01A
66 years, male, white, stage:iva, alive, 1840 days
28.1
TCGA-BB-4227-01A
66 years, male, white, stage:iva, alive, 134 days
28.1
TCGA-QK-AA3J-01A
69 years, male, black or african american, stage:i, alive, 466 days
28.0
TCGA-CV-7100-01A
66 years, male, white, stage:iii, dead, 274 days
28.0
TCGA-MZ-A5BI-01A
53 years, male, white, dead, 217 days
27.9
TCGA-QK-A6V9-01A
56 years, male, white, stage:ii, alive, 833 days
27.9
TCGA-BB-A6UM-01A
52 years, male, white, stage:iii, alive, 393 days
27.6
TCGA-D6-6517-01A
59 years, male, white, stage:iii, alive, 292 days
27.6
TCGA-P3-A6SX-01A
67 years, male, white, stage:iii, dead, 1430 days
27.6
TCGA-CR-5247-01A
48 years, male, black or african american, alive, 358 days
27.6
TCGA-UF-A71D-01A
54 years, female, white, stage:iva, alive, 1461 days
27.6
TCGA-CV-A6JZ-01A
68 years, male, white, stage:ii, alive, 714 days
27.5
TCGA-CV-7250-01A
64 years, male, white, stage:iva, dead, 2900 days
27.4
TCGA-TN-A7HJ-01A
51 years, male, white, stage:iva, alive, 403 days
27.4
TCGA-F7-A50J-01A
67 years, female, white, stage:iii, alive, 947 days
27.2
TCGA-D6-A4Z9-01A
59 years, male, white, stage:iva, alive, 539 days
27.2
TCGA-BA-5555-01A
54 years, male, black or african american, stage:iva, alive, 520 days
27.2
TCGA-CV-7253-01A
58 years, male, black or african american, stage:iva, dead, 361 days
27.1
TCGA-F7-A623-01A
70 years, male, white, stage:iva, alive, 616 days
27.1
TCGA-UF-A7JC-01A
42 years, male, white, stage:iva, dead, 546 days
26.9
TCGA-BB-A6UO-01A
61 years, female, white, stage:iva, dead, 268 days
26.9
TCGA-CV-7421-01A
76 years, male, white, stage:iva, dead, 2 days
26.8
TCGA-WA-A7H4-01A
69 years, male, white, stage:ii, alive, 443 days
26.8
TCGA-CV-5432-01A
68 years, male, white, stage:iii, alive, 3930 days
26.6
TCGA-CN-6997-01A
66 years, male, white, stage:iva, dead, 988 days
26.6
TCGA-CV-7238-01A
69 years, female, white, stage:ii, alive, 2727 days
26.6
TCGA-CV-6940-01A
80 years, female, white, stage:iii, dead, 804 days
26.3
TCGA-BA-A6DB-01A
24 years, female, white, stage:i, alive, 216 days
26.3
TCGA-BB-8596-01A
69 years, female, white, stage:iva, alive, 2161 days
26.2
TCGA-CV-A45T-01A
64 years, female, white, dead, 4856 days
26.1
TCGA-QK-AA3K-01A
60 years, male, black or african american, stage:iva, alive, 253 days
26.0
TCGA-CV-A465-01A
24 years, male, white, stage:iii, dead, 215 days
26.0
TCGA-CV-6945-01A
41 years, male, white, stage:iva, dead, 366 days
26.0
TCGA-D6-6823-01A
50 years, male, white, stage:ii, alive, 701 days
25.9
TCGA-CV-7252-01A
62 years, female, black or african american, stage:iva, dead, 151 days
25.7
TCGA-BB-4228-01A
50 years, male, white, stage:iii, alive, 559 days
25.6
TCGA-CV-7424-01A
67 years, male, asian, stage:iva, dead, 453 days
25.6
TCGA-HD-A633-01A
74 years, male, white, stage:iva, alive, 421 days
25.5
TCGA-WA-A7GZ-01A
58 years, male, white, dead, 625 days
25.5
TCGA-D6-8568-01A
62 years, male, white, stage:ii, alive, 759 days
25.3
TCGA-BB-A5HZ-01A
65 years, male, white, stage:iva, alive, 827 days
25.3
TCGA-F7-A61S-01A
62 years, male, white, stage:iii, alive, 576 days
25.2
TCGA-HD-7753-01A
62 years, male, black or african american, stage:i, alive, 866 days
25.0
TCGA-CV-A464-01A
48 years, male, white, stage:iii, alive, 1722 days
25.0
TCGA-CN-5374-01A
56 years, female, white, stage:iva, dead, 1732 days
24.9
TCGA-P3-A6T3-01A
49 years, male, white, stage:iva, dead, 577 days
24.9
TCGA-QK-A8Z9-01B
56 years, male, black or african american, stage:iva, dead, 449 days
24.8
TCGA-BA-4078-01A
83 years, male, white, dead, 276 days
24.7
TCGA-MT-A67A-01A
85 years, female, white, stage:i, alive, 914 days
24.5
TCGA-UF-A7JV-01A
62 years, female, white, stage:iva, dead, 90 days
24.5
TCGA-F7-7848-01A
47 years, male, white, stage:iva, alive, 1131 days
24.5
TCGA-RS-A6TO-01A
82 years, female, white, stage:iva, dead, 387 days
24.4
TCGA-CV-5443-01A
63 years, male, black or african american, stage:iii, alive, 2784 days
24.3
TCGA-BA-5152-01A
56 years, male, white, stage:iva, alive, 1288 days
24.3
TCGA-CV-7422-01A
60 years, female, white, stage:iva, dead, 1037 days
24.2
TCGA-CQ-A4CH-01A
58 years, male, asian, stage:ii, dead, 379 days
24.2
TCGA-CN-4725-01A
60 years, male, white, stage:ii, alive, 1157 days
24.1
TCGA-CQ-7069-01A
77 years, female, white, stage:ii, alive, 1274 days
24.0
TCGA-UF-A7J9-01A
75 years, male, white, stage:iva, alive, 1358 days
24.0
TCGA-CR-7370-01A
72 years, female, white, alive, 105 days
24.0
TCGA-CR-7390-01A
67 years, male, white, stage:iva, alive, 1508 days
23.9
TCGA-CR-7364-01A
66 years, male, white, stage:iii, alive, 1435 days
23.9
TCGA-H7-A76A-01A
57 years, male, white, alive, 637 days
23.8
TCGA-DQ-5630-01A
73 years, male, white, alive, 1030 days
23.7
TCGA-CN-6012-01A
66 years, male, white, stage:iva, alive, 1460 days
23.6
TCGA-BA-A6DI-01A
62 years, male, black or african american, dead, 336 days
23.6
TCGA-UF-A719-01A
54 years, male, stage:ii, alive, 1663 days
23.6
TCGA-CV-6942-01A
73 years, female, white, stage:ii, alive, 4282 days
23.6
TCGA-CR-7398-01A
53 years, female, white, stage:ii, alive, 156 days
23.5
TCGA-CV-7102-01A
76 years, female, white, stage:iva, dead, 56 days
23.4
TCGA-CV-7255-01A
32 years, female, white, stage:iva, dead, 64 days
23.3
TCGA-CV-7416-01A
29 years, female, white, stage:iva, dead, 763 days
23.2
TCGA-CN-5366-01A
51 years, male, white, stage:iva, dead, 360 days
23.2
TCGA-H7-8502-01A
50 years, male, white, stage:iva, alive, 458 days
23.1
TCGA-4P-AA8J-01A
66 years, male, black or african american, stage:iva, alive, 102 days
23.1
TCGA-CN-A499-01A
60 years, female, white, stage:ii, alive, 717 days
23.0
TCGA-QK-A652-01A
60 years, male, white, stage:iii, alive, 645 days
23.0
TCGA-DQ-7591-01A
62 years, male, white, alive, 622 days
23.0
TCGA-BA-6873-01A
28 years, male, white, stage:iva, alive, 122 days
23.0
TCGA-D6-6827-01A
55 years, female, white, stage:i, alive, 568 days
22.9
TCGA-BB-4225-01A
73 years, male, white, alive, 146 days
22.9
TCGA-CQ-6227-01A
77 years, male, white, stage:iva, dead, 129 days
22.9
TCGA-CQ-5326-01A
67 years, male, white, stage:iva, dead, 89 days
22.8
TCGA-CN-6022-01A
49 years, male, white, stage:iva, dead, 281 days
22.7
TCGA-CQ-A4C7-01A
88 years, male, white, stage:iii, dead, 353 days
22.7
TCGA-BA-A4IH-01A
57 years, male, white, alive, 622 days
22.7
TCGA-CV-7434-01A
64 years, male, white, stage:iva, dead, 218 days
22.6
TCGA-BA-A6DL-01A
59 years, male, white, alive, 623 days
22.6
TCGA-CN-5363-01A
48 years, male, black or african american, stage:ivb, dead, 253 days
22.6
TCGA-QK-A6IF-01A
61 years, male, white, alive, 704 days
22.6
TCGA-CV-A461-01A
65 years, male, white, dead, 2064 days
22.5
TCGA-CV-6960-01A
49 years, male, black or african american, stage:iii, dead, 862 days
22.3
TCGA-CN-4727-01A
56 years, male, white, stage:iva, alive, 1560 days
22.1
TCGA-BA-4076-01A
39 years, male, white, dead, 415 days
22.1
TCGA-CR-6493-01A
69 years, male, black or african american, stage:iva, dead, 282 days
22.0
TCGA-CV-6951-01A
57 years, male, white, stage:iva, dead, 915 days
22.0
TCGA-BA-A4IF-01A
59 years, male, white, alive, 895 days
22.0
TCGA-BA-5558-01A
65 years, male, white, alive, 1995 days
22.0
TCGA-CN-A49B-01A
71 years, male, white, stage:iii, alive, 904 days
22.0
TCGA-BA-5153-01A
51 years, male, white, dead, 1762 days
21.9
TCGA-D6-A74Q-01A
67 years, male, white, stage:iva, alive, 710 days
21.8
TCGA-CV-7437-01A
77 years, male, stage:ii, dead, 506 days
21.7
TCGA-CV-7099-01A
85 years, female, white, stage:ii, dead, 243 days
21.7
TCGA-CN-6010-01A
53 years, male, white, stage:iva, alive, 1523 days
21.7
TCGA-CN-4739-01A
71 years, male, white, stage:iva, dead, 1394 days
21.6
TCGA-CN-4730-01A
62 years, male, white, stage:iva, alive, 817 days
21.6
TCGA-CV-5436-01A
65 years, male, stage:iva, dead, 584 days
21.6
TCGA-CN-5369-01A
90 years, female, white, stage:iva, dead, 380 days
21.5
TCGA-UF-A7JA-01A
66 years, female, white, stage:iva, alive, 2265 days
21.5
TCGA-CQ-5329-01A
46 years, female, white, stage:ii, alive, 2143 days
21.5
TCGA-CV-5973-01A
62 years, female, white, stage:iii, alive, 2641 days
21.5
TCGA-CV-7247-01A
55 years, male, white, stage:iii, dead, 577 days
21.5
TCGA-QK-A8ZB-01A
69 years, male, black or african american, stage:iva, alive, 542 days
21.5
TCGA-CV-A6JD-01A
82 years, female, white, dead, 182 days
21.4
TCGA-BA-6870-01A
60 years, female, black or african american, dead, 451 days
21.2
TCGA-CR-6480-01A
53 years, male, white, alive, 362 days
21.1
TCGA-CN-6024-01A
66 years, male, white, stage:iva, dead, 337 days
21.1
TCGA-UF-A718-01A
62 years, male, white, stage:iva, alive, 1971 days
21.1
TCGA-HL-7533-01A
65 years, male, white, alive, 1057 days
20.9
TCGA-CV-7242-01A
60 years, female, white, stage:ii, alive, 1095 days
20.9
TCGA-CV-5978-01A
53 years, female, black or african american, stage:ivb, dead, 215 days
20.8
TCGA-CV-5434-01A
60 years, male, black or african american, stage:iva, dead, 3314 days
20.8
TCGA-CR-6492-01A
78 years, male, white, stage:iii, alive, 479 days
20.7
TCGA-RS-A6TP-01A
58 years, male, white, stage:ii, alive, 516 days
20.3
TCGA-CV-A468-01A
42 years, male, stage:iva, dead, 464 days
20.2
TCGA-CV-7438-01A
87 years, female, white, stage:i, dead, 194 days
20.1
TCGA-CN-5364-01A
55 years, male, white, stage:iva, dead, 493 days
20.0
TCGA-BB-4223-01A
48 years, male, white, stage:iva, alive, 3221 days
20.0
TCGA-QK-A6II-01A
52 years, male, white, stage:iva, dead, 284 days
20.0
TCGA-CR-6478-01A
66 years, female, white, dead, 183 days
19.9
TCGA-CQ-5333-01A
74 years, male, white, stage:ii, dead, 341 days
19.8
TCGA-CQ-A4CB-01A
59 years, male, stage:iii, alive, 893 days
19.8
TCGA-CN-5367-01A
60 years, female, white, stage:iva, dead, 352 days
19.8
TCGA-CQ-6219-01A
50 years, female, white, stage:iva, dead, 479 days
19.8
TCGA-CN-4731-01A
63 years, female, white, stage:iva, dead, 998 days
19.7
TCGA-T2-A6WX-01A
73 years, female, white, dead, 209 days
19.6
TCGA-CN-A642-01A
57 years, male, white, stage:ivb, dead, 82 days
19.6
TCGA-CN-4737-01A
20 years, male, white, stage:iva, alive, 625 days
19.6
TCGA-CV-7089-01A
74 years, male, white, stage:iva, dead, 1972 days
19.6
TCGA-CV-6938-01A
87 years, male, white, stage:ii, dead, 144 days
19.5
TCGA-CV-6933-01A
53 years, male, white, stage:iii, dead, 2741 days
19.5
TCGA-D6-6516-01A
69 years, male, white, stage:i, alive, 773 days
19.4
TCGA-CV-A45V-01A
87 years, female, white, stage:iva, dead, 32 days
19.3
TCGA-CQ-5325-01A
65 years, male, white, stage:i, dead, 654 days
19.3
TCGA-CV-7248-01A
63 years, female, black or african american, stage:iva, dead, 521 days
19.2
TCGA-CV-7428-01A
47 years, male, white, stage:iva, dead, 1671 days
19.2
TCGA-CV-7432-01A
79 years, male, white, stage:ii, dead, 2570 days
19.1
TCGA-CV-7410-01A
61 years, male, white, stage:iii, dead, 6417 days
19.1
TCGA-CV-6936-01A
68 years, male, white, stage:iva, dead, 166 days
19.1
TCGA-CV-5440-01A
52 years, male, white, stage:iva, alive, 3270 days
19.1
TCGA-P3-A6T0-01A
47 years, female, white, stage:iva, alive, 578 days
19.1
TCGA-CN-5356-01A
56 years, male, white, stage:iii, alive, 1409 days
19.1
TCGA-CN-5361-01A
80 years, male, white, stage:iva, dead, 2120 days
19.0
TCGA-CN-A498-01A
61 years, female, white, stage:iii, dead, 773 days
18.9
TCGA-CV-7103-01A
49 years, male, white, stage:iva, dead, 1591 days
18.9
TCGA-CN-6989-01A
64 years, male, white, stage:iva, dead, 980 days
18.9
TCGA-CQ-5323-01A
82 years, male, white, stage:i, alive, 1466 days
18.8
TCGA-UF-A7JJ-01A
69 years, male, stage:iva, alive, 549 days
18.8
TCGA-P3-A6T8-01A
54 years, male, white, stage:iva, alive, 400 days
18.8
TCGA-CV-7430-01A
56 years, male, white, stage:iva, dead, 495 days
18.7
TCGA-CV-A6K0-01B
58 years, male, white, stage:i, alive, 606 days
18.6
TCGA-CR-7389-01A
55 years, male, black or african american, alive, 392 days
18.6
TCGA-MT-A51X-01A
30 years, male, white, stage:iva, alive, 242 days
18.6
TCGA-QK-A64Z-01A
79 years, female, white, stage:iva, dead, 641 days
18.6
TCGA-CV-A6JY-01A
69 years, male, white, stage:iva, alive, 646 days
18.5
TCGA-CV-7414-01A
78 years, male, white, stage:iva, dead, 14 days
18.4
TCGA-CV-A45P-01A
83 years, female, white, stage:i, alive, 639 days
18.4
TCGA-CQ-5327-01A
61 years, female, asian, stage:iva, alive, 1660 days
18.4
TCGA-CN-4741-01A
75 years, male, white, stage:iva, alive, 2239 days
18.4
TCGA-CV-A6JT-01A
65 years, male, white, stage:ii, alive, 852 days
18.3
TCGA-CR-7388-01A
70 years, female, white, dead, 823 days
18.3
TCGA-BB-A5HU-01A
47 years, male, white, stage:iva, alive, 782 days
18.3
TCGA-CR-6491-01A
60 years, male, black or african american, stage:iva, alive, 693 days
18.3
TCGA-CN-4740-01A
79 years, female, white, stage:iva, dead, 839 days
18.3
TCGA-CV-6955-01A
74 years, female, white, stage:ii, dead, 334 days
18.2
TCGA-CQ-6228-01A
71 years, female, white, stage:iva, dead, 456 days
18.2
TCGA-CQ-A4CE-01A
76 years, female, stage:ii, alive, 897 days
18.2
TCGA-CR-5248-01A
53 years, male, white, alive, 1663 days
18.1
TCGA-KU-A6H8-01A
41 years, male, white, stage:iva, dead, 327 days
18.1
TCGA-CX-7086-01A
53 years, male, black or african american, stage:iii, alive, 573 days
18.1
TCGA-CN-A6V3-01A
61 years, male, white, stage:iva, alive, 742 days
18.1
TCGA-CQ-7071-01A
76 years, female, white, stage:iii, alive, 1311 days
18.1
TCGA-CN-6018-01A
85 years, female, white, stage:iva, dead, 580 days
18.0
TCGA-T3-A92M-01A
52 years, male, black or african american, stage:iva, alive, 417 days
17.8
TCGA-CV-5976-01A
50 years, male, white, stage:iva, alive, 1478 days
17.7
TCGA-CV-6952-01A
65 years, female, white, stage:iva, dead, 185 days
17.7
TCGA-BA-A6DG-01A
49 years, male, white, dead, 69 days
17.6
TCGA-CN-5355-01A
64 years, male, black or african american, stage:iva, alive, 1278 days
17.5
TCGA-CN-5360-01A
68 years, male, white, stage:iva, alive, 2169 days
17.4
TCGA-CV-7090-01A
39 years, male, white, stage:ii, alive, 5252 days
17.4
TCGA-CN-4742-01A
48 years, female, white, stage:iva, dead, 397 days
17.3
TCGA-UF-A7JD-01A
71 years, male, stage:iva, dead, 739 days
17.3
TCGA-CV-7413-01A
74 years, female, white, stage:ii, dead, 294 days
17.2
TCGA-CQ-6229-01A
61 years, male, white, stage:ii, alive, 1179 days
17.2
TCGA-H7-A6C4-01A
35 years, female, white, stage:iva, dead, 414 days
17.1
TCGA-CQ-5330-01A
69 years, female, white, stage:iva, alive, 1897 days
17.1
TCGA-CV-7236-01A
77 years, female, white, stage:iva, dead, 144 days
17.1
TCGA-CQ-7065-01A
40 years, male, asian, stage:ii, alive, 1628 days
17.1
TCGA-CR-5243-01A
51 years, male, white, alive, 2562 days
17.1
TCGA-CV-A45R-01A
46 years, male, white, stage:iii, alive, 5480 days
17.0
TCGA-CN-4736-01A
70 years, female, white, dead, 395 days
17.0
TCGA-CR-6467-01A
59 years, male, white, stage:iii, alive, 1777 days
16.9
TCGA-CR-7395-01A
80 years, female, white, stage:ii, alive, 930 days
16.8
TCGA-CQ-6218-01A
52 years, female, white, stage:iva, alive, 1253 days
16.8
TCGA-T2-A6X2-01A
82 years, male, white, stage:iii, alive, 987 days
16.7
TCGA-CV-5979-01A
26 years, male, white, stage:iva, alive, 1315 days
16.6
TCGA-CR-7368-01A
54 years, male, white, stage:iva, alive, 1245 days
16.6
TCGA-F7-8489-01A
48 years, male, white, stage:ii, alive, 658 days
16.6
TCGA-CQ-A4CG-01A
78 years, female, white, stage:iii, dead, 430 days
16.5
TCGA-DQ-5631-01A
52 years, male, white, dead, 548 days
16.5
TCGA-CV-5439-01A
62 years, male, white, stage:iva, dead, 546 days
16.5
TCGA-CV-7407-01A
67 years, female, white, stage:ii, dead, 1081 days
16.5
TCGA-CR-7385-01A
42 years, male, white, alive, 997 days
16.5
TCGA-CN-6995-01A
79 years, male, white, stage:iva, dead, 112 days
16.3
TCGA-CV-5435-01A
57 years, male, white, stage:iva, dead, 2319 days
16.2
TCGA-CN-4733-01A
61 years, male, white, stage:iii, alive, 1586 days
16.2
TCGA-CR-7377-01A
58 years, male, white, stage:iva, dead, 279 days
16.2
TCGA-BA-5559-01A
72 years, male, white, dead, 2083 days
16.1
TCGA-CV-5444-01A
64 years, male, black or african american, stage:iva, alive, 2437 days
16.1
TCGA-DQ-5625-01A
52 years, female, white, dead, 1133 days
16.1
TCGA-CQ-5324-01A
59 years, male, white, stage:iii, alive, 1593 days
16.1
TCGA-CV-A45X-01A
47 years, male, white, stage:iva, dead, 198 days
16.0
TCGA-CR-7373-01A
66 years, male, white, stage:iva, alive, 889 days
15.9
TCGA-CN-6996-01A
58 years, female, white, stage:iva, dead, 530 days
15.9
TCGA-HD-7229-01A
60 years, male, white, stage:iva, alive, 1027 days
15.9
TCGA-CV-6954-01A
59 years, male, black or african american, stage:iva, dead, 2002 days
15.8
TCGA-CR-6482-01A
62 years, male, black or african american, alive, 345 days
15.7
TCGA-CV-A6JO-01B
69 years, male, white, stage:iva, dead, 197 days
15.7
TCGA-HD-A4C1-01A
41 years, female, black or african american, stage:iva, alive, 11 days
15.7
TCGA-CN-6020-01A
58 years, male, black or african american, stage:iii, dead, 205 days
15.7
TCGA-CN-4728-01A
56 years, male, white, stage:iva, alive, 1724 days
15.6
TCGA-CV-5970-01A
59 years, male, white, stage:iva, dead, 406 days
15.5
TCGA-CV-6937-01A
71 years, male, white, stage:ii, dead, 624 days
15.5
TCGA-IQ-A61H-01A
76 years, male, white, stage:ii, alive, 1138 days
15.4
TCGA-KU-A66T-01A
53 years, female, white, stage:iva, alive, 552 days
15.3
TCGA-IQ-7632-01A
68 years, female, white, stage:iva, alive, 441 days
15.2
TCGA-CV-7095-01A
87 years, female, stage:ii, dead, 572 days
15.2
TCGA-CN-A6V6-01A
59 years, male, white, stage:iva, alive, 635 days
15.0
TCGA-P3-A5QA-01A
41 years, male, stage:i, alive, 2182 days
15.0
TCGA-CN-4726-01A
69 years, male, white, stage:iva, dead, 142 days
14.9
TCGA-CV-7183-01A
53 years, male, white, stage:ii, alive, 3981 days
14.9
TCGA-CV-7415-01A
60 years, male, white, stage:iva, dead, 695 days
14.9
TCGA-CV-7423-01A
65 years, male, white, stage:ii, dead, 3059 days
14.9
TCGA-HD-8634-01A
51 years, female, white, stage:i, dead, 385 days
14.9
TCGA-CQ-7068-01A
80 years, female, white, stage:ii, alive, 1309 days
14.9
TCGA-CV-6961-01A
61 years, male, white, stage:ii, dead, 76 days
14.8
TCGA-IQ-A61J-01A
54 years, male, white, stage:iva, alive, 1021 days
14.8
TCGA-CV-7245-01A
62 years, male, white, stage:iva, alive, 797 days
14.8
TCGA-CN-5359-01A
59 years, male, white, stage:iva, dead, 377 days
14.6
TCGA-CQ-5331-01A
73 years, female, white, alive, 1399 days
14.6
TCGA-CR-7372-01A
45 years, male, white, stage:i, alive, 759 days
14.6
TCGA-F7-A50I-01A
72 years, male, white, stage:iva, alive, 92 days
14.6
TCGA-CQ-6223-01A
69 years, male, white, stage:ii, alive, 1428 days
14.5
TCGA-P3-A5QE-01A
49 years, male, white, stage:iii, alive, 1559 days
14.5
TCGA-CQ-5334-01A
87 years, male, white, stage:iva, dead, 129 days
14.5
TCGA-CR-7392-01A
67 years, female, white, stage:iva, alive, 1425 days
14.5
TCGA-CN-A49A-01A
60 years, male, white, stage:ivb, dead, 526 days
14.4
TCGA-CR-7365-01A
60 years, male, white, stage:iva, alive, 1191 days
14.4
TCGA-CN-4729-01A
73 years, male, white, stage:iii, alive, 392 days
14.4
TCGA-CN-6021-01A
63 years, female, white, dead, 276 days
14.4
TCGA-CN-4735-01A
52 years, male, white, stage:iva, alive, 1737 days
14.4
TCGA-F7-8298-01A
58 years, male, white, stage:i, alive, 995 days
14.4
TCGA-CR-7401-01A
64 years, male, white, stage:i, alive, 1077 days
14.3
TCGA-CN-6013-01A
56 years, male, white, stage:iva, dead, 727 days
14.3
TCGA-CQ-7063-01A
59 years, female, white, stage:i, alive, 2133 days
14.2
TCGA-BA-4077-01B
45 years, female, white, stage:iva, dead, 1134 days
14.2
TCGA-HD-7754-01A
69 years, male, white, stage:iva, alive, 783 days
14.2
TCGA-CV-7435-01A
57 years, female, white, stage:iva, dead, 4680 days
14.1
TCGA-C9-A47Z-01A
72 years, female, asian, stage:iii, dead, 191 days
14.1
TCGA-CX-7219-01A
47 years, male, black or african american, stage:iva, alive, 1045 days
14.1
TCGA-CR-7379-01A
78 years, female, white, stage:iva, alive, 1036 days
14.1
TCGA-MT-A51W-01A
52 years, female, white, stage:i, alive, 437 days
14.1
TCGA-CV-7433-01A
49 years, male, white, stage:iva, dead, 601 days
14.0
TCGA-CR-6470-01A
38 years, male, white, stage:ii, alive, 1521 days
14.0
TCGA-CR-7371-01A
45 years, female, white, stage:iii, dead, 94 days
14.0
TCGA-D6-6824-01A
62 years, male, white, stage:iva, alive, 77 days
13.9
TCGA-CN-A63V-01A
59 years, male, white, stage:iva, alive, 679 days
13.9
TCGA-P3-A5Q6-01A
49 years, male, white, stage:iva, dead, 480 days
13.9
TCGA-CR-6474-01A
51 years, male, white, stage:iva, dead, 564 days
13.9
TCGA-CV-6962-01A
66 years, male, white, stage:iva, dead, 126 days
13.9
TCGA-CN-4722-01A
61 years, female, white, stage:ii, alive, 1483 days
13.9
TCGA-CV-5431-01A
73 years, male, white, stage:iva, dead, 522 days
13.9
TCGA-CV-7178-01A
64 years, female, white, stage:iva, dead, 2166 days
13.8
TCGA-CV-6939-01A
60 years, male, white, stage:iva, dead, 666 days
13.8
TCGA-P3-A6T4-01A
54 years, male, white, stage:iva, dead, 62 days
13.7
TCGA-CV-A45Y-01A
61 years, male, american indian or alaska native, stage:iva, dead, 2703 days
13.5
TCGA-CR-7382-01A
49 years, male, white, stage:iva, alive, 796 days
13.5
TCGA-CN-6019-01A
61 years, male, white, stage:iva, alive, 1038 days
13.5
TCGA-CR-7386-01A
69 years, male, white, stage:iva, alive, 1430 days
13.5
TCGA-C9-A480-01A
45 years, female, asian, stage:iii, alive, 386 days
13.4
TCGA-DQ-5629-01A
64 years, male, white, dead, 941 days
13.4
TCGA-DQ-5624-01A
43 years, female, white, alive, 1778 days
13.3
TCGA-CV-7440-01A
38 years, male, white, stage:ii, dead, 675 days
13.3
TCGA-CQ-6222-01A
63 years, male, white, stage:iva, alive, 2016 days
13.2
TCGA-CR-6481-01A
47 years, male, white, alive, 311 days
13.1
TCGA-CV-6959-01A
48 years, male, white, stage:iii, dead, 256 days
13.1
TCGA-CR-7404-01A
53 years, male, white, alive, 1472 days
13.0
TCGA-D6-6515-01A
82 years, female, white, stage:ii, dead, 403 days
13.0
TCGA-CR-7367-01A
52 years, male, white, stage:iva, alive, 1440 days
12.9
TCGA-CR-7374-01A
67 years, female, white, alive, 30 days
12.8
TCGA-CN-5370-01A
78 years, male, white, stage:iii, dead, 259 days
12.6
TCGA-CV-6935-01A
67 years, male, white, stage:iva, dead, 295 days
12.6
TCGA-CN-4734-01A
70 years, male, white, stage:ii, alive, 1690 days
12.5
TCGA-CN-5365-01A
38 years, male, white, stage:ivb, dead, 351 days
12.5
TCGA-IQ-A61O-01A
43 years, male, white, stage:iva, dead, 421 days
12.4
TCGA-MT-A67F-01A
60 years, female, white, stage:iva, alive, 384 days
12.4
TCGA-CR-5250-01A
71 years, male, white, alive, 799 days
12.4
TCGA-CV-6953-01A
80 years, female, white, stage:iii, dead, 1641 days
12.3
TCGA-CN-6011-01A
57 years, male, white, stage:iva, alive, 933 days
12.1
TCGA-CR-6488-01A
68 years, female, white, stage:ii, alive, 379 days
12.0
TCGA-H7-7774-01A
75 years, female, white, stage:iva, alive, 407 days
11.9
TCGA-CN-6998-01A
53 years, male, white, stage:iva, dead, 357 days
11.9
TCGA-HD-A6HZ-01A
79 years, female, white, stage:iii, alive, 111 days
11.8
TCGA-BA-5556-01A
58 years, female, white, stage:ii, alive, 725 days
11.8
TCGA-CN-5358-01A
60 years, male, white, stage:ii, dead, 261 days
11.7
TCGA-CV-6934-01A
66 years, female, white, stage:iva, dead, 65 days
11.7
TCGA-CV-7568-01A
48 years, female, white, stage:iva, dead, 927 days
11.6
TCGA-BA-6868-01B
53 years, male, black or african american, dead, 472 days
11.6
TCGA-CN-4738-01A
53 years, male, white, stage:iva, dead, 436 days
11.4
TCGA-CV-5971-01A
61 years, male, white, stage:iva, alive, 701 days
11.4
TCGA-CR-6484-01A
67 years, female, asian, stage:iva, alive, 354 days
11.4
TCGA-CV-7427-01A
73 years, female, white, stage:ii, dead, 4760 days
11.3
TCGA-BA-6871-01A
75 years, male, white, dead, 108 days
11.3
TCGA-IQ-7630-01A
49 years, male, white, stage:ii, alive, 485 days
11.3
TCGA-F7-A50G-01A
66 years, male, white, stage:iii, alive, 616 days
11.3
TCGA-CN-4723-01A
67 years, male, white, stage:iva, alive, 1699 days
11.3
TCGA-CR-7376-01A
84 years, male, white, stage:iii, alive, 972 days
11.2
TCGA-CV-7101-01A
80 years, male, white, stage:ii, dead, 160 days
11.1
TCGA-CV-6943-01A
74 years, male, white, stage:iii, dead, 602 days
10.9
TCGA-CR-5249-01A
35 years, female, white, stage:ii, alive, 1152 days
10.9
TCGA-CV-7411-01A
64 years, female, white, stage:iva, dead, 2717 days
10.9
TCGA-CR-7369-01A
59 years, male, white, stage:iva, dead, 1090 days
10.8
TCGA-CV-A6K2-01A
79 years, male, white, stage:iva, dead, 317 days
10.7
TCGA-CV-6948-01A
79 years, female, white, stage:ivb, dead, 1289 days
10.6
TCGA-CN-6017-01A
55 years, male, white, stage:iva, dead, 853 days
10.6
TCGA-CR-7391-01A
37 years, female, white, stage:i, alive, 913 days
10.5
TCGA-CN-6994-01A
67 years, male, white, stage:iva, alive, 1183 days
10.5
TCGA-D6-6825-01A
73 years, male, white, stage:i, alive, 491 days
10.3
TCGA-CQ-6224-01A
52 years, male, white, stage:iva, alive, 1721 days
10.1
TCGA-CV-7406-01A
50 years, male, white, stage:ii, dead, 1748 days
9.8
TCGA-BA-5151-01A
72 years, male, white, stage:iva, alive, 722 days
9.8
TCGA-CV-7104-01A
61 years, female, white, stage:iva, dead, 393 days
9.6
TCGA-CV-7425-01A
77 years, female, white, stage:iii, dead, 1718 days
9.5
TCGA-D6-6826-01A
64 years, female, white, stage:iva, dead, 348 days
9.5
TCGA-CR-7380-01A
58 years, male, white, stage:ivb, dead, 606 days
9.5
TCGA-CV-7091-01A
54 years, male, white, stage:i, alive, 3381 days
9.2
TCGA-DQ-7592-01A
57 years, male, american indian or alaska native, alive, 1143 days
9.2
TCGA-BA-5557-01A
41 years, female, stage:iii, alive, 623 days
8.8
TCGA-CR-7397-01A
44 years, male, white, stage:iva, alive, 754 days
8.8
TCGA-CV-7097-01A
53 years, male, white, stage:ii, dead, 385 days
8.8
TCGA-CV-7177-01A
82 years, female, white, stage:ii, dead, 663 days
8.8
TCGA-CR-7393-01A
26 years, male, white, stage:iii, alive, 993 days
8.7
TCGA-CX-7085-01A
77 years, female, white, stage:i, alive, 321 days
8.6
TCGA-CN-5373-01A
55 years, female, white, stage:i, alive, 1584 days
8.6
TCGA-CV-7235-01A
67 years, male, white, stage:ii, alive, 2347 days
8.5
TCGA-CV-A45O-01A
57 years, male, white, alive, 851 days
8.5
TCGA-IQ-7631-01A
60 years, female, white, stage:ii, alive, 1172 days
8.4
TCGA-CV-A463-01A
82 years, female, white, stage:iva, dead, 23 days
8.1
TCGA-CV-5442-01A
76 years, female, white, stage:iva, alive, 2327 days
8.0
TCGA-HD-8224-01A
63 years, male, white, stage:iva, dead, 446 days
8.0
TCGA-CR-7394-01A
70 years, male, white, stage:iva, alive, 1346 days
8.0
TCGA-CN-6016-01A
64 years, male, white, stage:iva, alive, 1443 days
7.0
TCGA-HD-7831-01A
74 years, male, white, stage:iva, alive, 667 days
6.3
TCGA-CQ-6221-01A
79 years, male, white, alive, 1000 days
6.2
TCGA-CR-6471-01A
58 years, male, white, stage:iva, dead, 1202 days
5.9
TCGA-CV-7446-01A
66 years, male, white, stage:iva, dead, 1093 days
5.8
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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.
The Human Protein Atlas project is funded
