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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 interactive Survival Scatter plot allows for the cutoff to be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Survival analysis". Under the Survival Scatter plot the p-score landscape is shown together with the difference in median between survival time for patients who have died with respect to high and low expression. This is intended to aid the user in exploring custom cutoffs.
Individual patient data is displayed in an interactive plot 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).
Based on the FPKM value of each gene, we classified the patients into two groups and examined their prognoses. In the analysis, we excluded genes with low expression, i.e., those with a median expression among samples less than FPKM 1. The prognosis of each group of patients was examined by Kaplan-Meier survival estimators, and the survival outcomes of the two groups were compared by log-rank tests. To choose the best FPKM cut-offs for grouping the patients most significantly, all FPKM values from the 20th to 80th percentiles were used to group the patients, significant differences in the survival outcomes of the groups were examined and the value yielding the lowest log-rank P value is selected.
: 24.21
Median expression: N/A
Median follow up time: 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 median 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
21.5
Number of samples
285
Samples
Sample
Description
FPKM
TCGA-F9-A7VF-01A
75 years, female, white, stage:i, alive, 73 days
56.6
TCGA-2Z-A9J7-01A
63 years, male, white, stage:iv, dead, 139 days
55.1
TCGA-DW-5560-01A
38 years, female, white, stage:i, alive, 1486 days
53.6
TCGA-BQ-5885-01A
63 years, male, white, stage:iii, alive, 921 days
53.1
TCGA-G7-A8LB-01A
70 years, male, white, stage:iv, alive, 547 days
49.8
TCGA-IZ-A6M9-01A
63 years, male, white, stage:i, alive, 376 days
49.1
TCGA-B1-A654-01A
43 years, female, black or african american, stage:i, alive, 616 days
47.9
TCGA-A4-A6HP-01A
66 years, male, white, stage:i, alive, 379 days
45.5
TCGA-G7-A8LC-01A
61 years, male, white, stage:i, alive, 702 days
45.5
TCGA-MH-A562-01A
57 years, male, black or african american, stage:i, alive, 616 days
43.6
TCGA-F9-A7Q0-01A
37 years, female, asian, stage:i, alive, 398 days
43.5
TCGA-G7-6795-01A
56 years, male, white, stage:i, alive, 1194 days
42.8
TCGA-P4-A5E6-01A
67 years, male, black or african american, stage:iii, alive, 3035 days
42.5
TCGA-IZ-A6M8-01A
69 years, male, black or african american, stage:i, alive, 497 days
41.1
TCGA-SX-A71R-01A
51 years, male, white, stage:i, alive, 1457 days
40.7
TCGA-G7-6796-01A
58 years, male, white, stage:i, alive, 2173 days
40.6
TCGA-SX-A7SS-01A
67 years, male, white, stage:i, alive, 1615 days
40.2
TCGA-SX-A7SL-01A
74 years, male, stage:i, alive, 823 days
39.7
TCGA-AT-A5NU-01A
77 years, male, white, stage:i, alive, 67 days
39.6
TCGA-P4-A5ED-01A
51 years, male, white, stage:i, alive, 2816 days
39.2
TCGA-2Z-A9JQ-01A
66 years, male, white, stage:i, alive, 778 days
38.3
TCGA-BQ-5888-01A
74 years, female, white, stage:i, alive, 403 days
38.1
TCGA-AL-3472-01A
57 years, male, black or african american, alive, 2029 days
37.8
TCGA-A4-7286-01A
42 years, male, white, alive, 554 days
37.5
TCGA-MH-A55Z-01A
65 years, male, black or african american, stage:i, alive, 845 days
37.3
TCGA-UZ-A9Q0-01A
60 years, male, white, stage:i, alive, 3368 days
36.4
TCGA-KV-A6GE-01A
65 years, male, white, stage:i, alive, 885 days
35.1
TCGA-2Z-A9JE-01A
59 years, male, white, stage:i, alive, 1728 days
35.1
TCGA-2Z-A9JT-01A
71 years, male, white, stage:i, alive, 684 days
34.7
TCGA-DW-7840-01A
60 years, male, black or african american, stage:i, alive, 114 days
34.2
TCGA-B1-A47M-01A
79 years, male, black or african american, stage:iii, alive, 659 days
34.2
TCGA-5P-A9K8-01A
51 years, female, white, alive, 1309 days
34.0
TCGA-UZ-A9PL-01A
59 years, male, white, stage:ii, alive, 3152 days
33.1
TCGA-Q2-A5QZ-01A
61 years, female, black or african american, stage:iii, alive, 428 days
32.8
TCGA-5P-A9JY-01A
79 years, male, white, dead, 1508 days
32.6
TCGA-B1-A47O-01A
54 years, female, white, stage:i, alive, 842 days
32.6
TCGA-Y8-A898-01A
69 years, male, white, stage:i, alive, 475 days
32.1
TCGA-UZ-A9PV-01A
65 years, male, white, stage:i, alive, 1444 days
32.1
TCGA-IZ-8195-01A
82 years, male, white, stage:ii, alive, 677 days
31.6
TCGA-BQ-7056-01A
75 years, female, white, stage:iii, alive, 612 days
31.2
TCGA-WN-AB4C-01A
female, white, stage:i, alive, 1188 days
31.0
TCGA-Y8-A8RY-01A
63 years, male, white, stage:i, alive, 769 days
30.9
TCGA-SX-A7SN-01A
52 years, male, white, stage:i, alive, 578 days
30.3
TCGA-Y8-A896-01A
62 years, male, white, stage:iii, alive, 567 days
29.8
TCGA-5P-A9K2-01A
62 years, male, white, alive, 2392 days
29.7
TCGA-2Z-A9JP-01A
63 years, male, white, stage:i, alive, 893 days
29.6
TCGA-AL-7173-01A
72 years, female, white, stage:iv, alive, 2060 days
28.9
TCGA-DW-5561-01A
51 years, male, black or african american, stage:i, alive, 414 days
28.5
TCGA-UZ-A9PZ-01A
65 years, male, white, stage:iii, alive, 657 days
28.3
TCGA-4A-A93W-01A
66 years, female, white, stage:i, alive, 4 days
28.2
TCGA-MH-A55W-01A
50 years, male, black or african american, stage:i, alive, 1043 days
27.9
TCGA-A4-7583-01A
60 years, male, black or african american, stage:i, alive, 3 days
27.3
TCGA-EV-5902-01A
58 years, male, white, stage:i, alive, 578 days
27.3
TCGA-IA-A40X-01A
49 years, female, black or african american, stage:i, alive, 608 days
27.1
TCGA-B9-A5W9-01A
40 years, male, white, stage:i, alive, 5 days
27.1
TCGA-BQ-5889-01A
63 years, male, white, stage:iv, dead, 329 days
26.7
TCGA-Y8-A895-01A
74 years, male, white, stage:i, alive, 484 days
26.6
TCGA-BQ-7053-01A
57 years, female, black or african american, stage:iii, alive, 1516 days
26.6
TCGA-J7-A8I2-01A
75 years, male, asian, stage:i, alive, 307 days
26.6
TCGA-P4-AAVL-01A
85 years, male, white, stage:iii, dead, 487 days
26.5
TCGA-SX-A7SP-01A
66 years, female, white, stage:i, dead, 496 days
26.4
TCGA-B1-A47N-01A
62 years, male, white, stage:i, alive, 1110 days
26.3
TCGA-MH-A854-01A
62 years, female, black or african american, stage:i, alive, 536 days
26.2
TCGA-B9-4617-01A
41 years, male, black or african american, alive, 35 days
26.2
TCGA-WN-A9G9-01A
male, white, stage:i, alive, 791 days
26.0
TCGA-SX-A71W-01A
66 years, male, white, stage:i, alive, 1076 days
25.8
TCGA-PJ-A5Z9-01A
80 years, female, white, stage:i, alive, 540 days
25.7
TCGA-B9-A5W8-01A
50 years, male, black or african american, stage:ii, alive, 524 days
25.6
TCGA-2Z-A9J1-01A
71 years, male, white, stage:i, alive, 2298 days
25.6
TCGA-MH-A561-01A
66 years, male, white, stage:i, alive, 841 days
25.3
TCGA-B9-A44B-01A
70 years, male, black or african american, stage:iii, alive, 361 days
25.1
TCGA-2Z-A9J5-01A
80 years, male, white, stage:ii, alive, 3050 days
24.9
TCGA-SX-A7SR-01A
66 years, male, white, stage:ii, alive, 805 days
24.8
TCGA-5P-A9JU-01A
81 years, male, white, stage:iii, alive, 373 days
24.7
TCGA-MH-A560-01A
62 years, male, white, stage:i, alive, 924 days
24.6
TCGA-2Z-A9J6-01A
61 years, male, white, stage:i, alive, 1731 days
24.6
TCGA-A4-A5DU-01A
45 years, female, white, stage:i, alive, 496 days
24.6
TCGA-5P-A9KE-01A
70 years, male, white, alive, 824 days
24.6
TCGA-Y8-A897-01A
68 years, female, white, stage:i, alive, 549 days
24.5
TCGA-GL-A59R-01A
79 years, male, white, stage:iii, alive, 378 days
24.4
TCGA-MH-A856-01A
54 years, male, white, stage:i, alive, 947 days
24.4
TCGA-BQ-7048-01A
64 years, male, white, stage:iii, alive, 2839 days
24.3
TCGA-GL-8500-01A
63 years, male, white, stage:i, alive, 841 days
24.3
TCGA-AL-A5DJ-01A
55 years, female, white, stage:iii, dead, 1498 days
24.2
TCGA-DW-7836-01A
55 years, male, white, stage:i, alive, 1093 days
24.1
TCGA-MH-A857-01A
63 years, male, black or african american, stage:i, alive, 890 days
23.8
TCGA-BQ-5890-01A
69 years, male, white, stage:iii, alive, 233 days
23.7
TCGA-BQ-7045-01A
78 years, male, black or african american, stage:i, dead, 1468 days
23.7
TCGA-A4-8312-01A
60 years, male, black or african american, stage:i, alive, 708 days
23.5
TCGA-2Z-A9JR-01A
57 years, male, white, stage:i, alive, 161 days
23.5
TCGA-A4-A57E-01A
59 years, male, white, stage:iv, dead, 258 days
23.4
TCGA-HE-A5NI-01A
73 years, male, stage:i, alive, 360 days
23.4
TCGA-B9-A69E-01A
71 years, male, white, stage:iii, alive, 452 days
23.3
TCGA-HE-A5NJ-01A
58 years, male, alive, 1726 days
23.3
TCGA-HE-7129-01A
male, stage:ii, alive, 2492 days
23.3
TCGA-IA-A83T-01A
80 years, male, white, dead, 2684 days
23.0
TCGA-5P-A9K4-01A
54 years, male, white, alive, 2184 days
23.0
TCGA-SX-A7SU-01A
47 years, male, stage:i, alive, 1331 days
22.8
TCGA-IA-A40U-01A
56 years, male, white, stage:iii, alive, 511 days
22.8
TCGA-B9-A5W7-01A
47 years, male, black or african american, stage:i, alive, 585 days
22.7
TCGA-5P-A9K6-01A
64 years, male, white, alive, 1914 days
22.6
TCGA-GL-7773-01A
63 years, male, white, stage:i, alive, 393 days
22.6
TCGA-P4-AAVO-01A
69 years, male, white, stage:i, alive, 2400 days
22.5
TCGA-A4-7732-01A
55 years, male, black or african american, alive, 582 days
22.2
TCGA-2Z-A9JM-01A
28 years, male, white, stage:i, alive, 934 days
22.2
TCGA-5P-A9KF-01A
53 years, male, white, alive, 845 days
22.2
TCGA-BQ-7055-01A
73 years, male, white, stage:i, alive, 799 days
22.0
TCGA-A4-8311-01A
60 years, male, white, stage:i, alive, 729 days
21.9
TCGA-F9-A4JJ-01A
35 years, female, black or african american, stage:iii, dead, 325 days
21.8
TCGA-5P-A9JW-01A
64 years, male, white, alive, 3241 days
21.8
TCGA-2Z-A9J3-01A
67 years, male, white, stage:ii, dead, 1771 days
21.8
TCGA-B9-4115-01A
53 years, male, black or african american, stage:i, alive, 803 days
21.8
TCGA-B9-7268-01A
59 years, male, white, stage:ii, alive, 671 days
21.8
TCGA-BQ-5886-01A
75 years, male, white, stage:iii, alive, 792 days
21.6
TCGA-Y8-A8S0-01A
58 years, male, white, stage:i, alive, 183 days
21.5
TCGA-A4-8516-01A
62 years, male, white, stage:iii, alive, 23 days
21.3
TCGA-IA-A83V-01A
63 years, male, white, stage:i, dead, 2941 days
21.1
TCGA-DW-7841-01A
61 years, male, black or african american, stage:i, alive, 445 days
21.0
TCGA-IA-A83W-01A
70 years, male, white, stage:i, dead, 2043 days
21.0
TCGA-KV-A74V-01A
40 years, male, white, stage:i, alive, 347 days
21.0
TCGA-G7-A4TM-01A
41 years, male, black or african american, stage:i, alive, 768 days
21.0
TCGA-MH-A855-01A
52 years, female, black or african american, stage:ii, alive, 369 days
20.9
TCGA-BQ-5880-01A
79 years, male, white, stage:iii, dead, 1314 days
20.8
TCGA-BQ-7058-01A
81 years, male, white, stage:iii, dead, 343 days
20.8
TCGA-5P-A9K0-01A
75 years, male, white, alive, 677 days
20.7
TCGA-G7-6797-01A
46 years, male, white, stage:iii, alive, 765 days
20.7
TCGA-UZ-A9PK-01A
71 years, male, white, stage:i, alive, 3571 days
20.5
TCGA-BQ-5881-01A
69 years, male, white, stage:i, alive, 1454 days
20.5
TCGA-HE-A5NK-01A
82 years, male, alive, 2228 days
20.4
TCGA-2Z-A9JS-01A
74 years, male, white, stage:i, dead, 492 days
20.4
TCGA-A4-7288-01A
71 years, female, white, alive, 1857 days
20.4
TCGA-UZ-A9PP-01A
60 years, male, white, stage:i, alive, 3010 days
20.4
TCGA-Y8-A894-01A
57 years, female, white, stage:i, alive, 567 days
20.4
TCGA-B1-A656-01A
64 years, male, white, stage:i, alive, 618 days
20.3
TCGA-5P-A9JZ-01A
51 years, female, white, alive, 2744 days
20.2
TCGA-A4-8630-01A
59 years, female, white, stage:i, alive, 436 days
20.2
TCGA-UN-AAZ9-01A
76 years, female, black or african american, stage:i, alive, 548 days
20.2
TCGA-A4-A5Y1-01A
75 years, male, white, stage:iii, dead, 395 days
20.1
TCGA-AL-3471-01A
74 years, male, white, stage:i, dead, 1500 days
20.0
TCGA-EV-5903-01A
57 years, male, white, stage:i, alive, 757 days
19.9
TCGA-J7-6720-01A
42 years, male, asian, stage:i, alive, 388 days
19.8
TCGA-UZ-A9PN-01A
54 years, male, white, stage:iii, dead, 1136 days
19.5
TCGA-UZ-A9PU-01A
77 years, male, white, stage:i, dead, 933 days
19.5
TCGA-O9-A75Z-01A
44 years, male, white, stage:i, alive, 471 days
19.5
TCGA-B3-A6W5-01A
43 years, male, black or african american, stage:i, alive, 309 days
19.5
TCGA-A4-8515-01A
47 years, male, american indian or alaska native, stage:i, alive, 709 days
19.5
TCGA-2Z-A9J2-01A
71 years, female, white, stage:i, alive, 1795 days
19.4
TCGA-4A-A93Y-01A
63 years, female, black or african american, stage:ii, alive, 352 days
19.4
TCGA-P4-A5E7-01A
74 years, female, white, stage:i, alive, 2649 days
19.4
TCGA-P4-AAVK-01A
74 years, male, white, stage:iii, alive, 1590 days
19.4
TCGA-A4-8517-01A
71 years, male, white, stage:i, alive, 597 days
19.4
TCGA-UZ-A9PM-01A
62 years, male, white, stage:ii, alive, 3811 days
19.3
TCGA-GL-A59T-01A
46 years, male, white, stage:i, alive, 546 days
19.2
TCGA-A4-A4ZT-01A
71 years, female, white, stage:i, alive, 516 days
19.2
TCGA-SX-A71U-01A
57 years, male, white, stage:i, alive, 1357 days
19.1
TCGA-SX-A71V-01A
80 years, male, white, stage:i, alive, 876 days
19.1
TCGA-BQ-5878-01A
79 years, female, white, stage:iii, alive, 1938 days
19.0
TCGA-Y8-A8RZ-01A
55 years, male, white, stage:i, alive, 112 days
19.0
TCGA-BQ-7046-01A
61 years, male, white, stage:i, alive, 2948 days
19.0
TCGA-AL-3468-01A
74 years, male, white, stage:ii, dead, 2331 days
18.8
TCGA-B1-A657-01A
54 years, male, white, stage:i, alive, 641 days
18.4
TCGA-HE-A5NL-01A
51 years, male, stage:i, alive, 767 days
18.4
TCGA-2Z-A9JO-01A
56 years, female, black or african american, stage:i, alive, 949 days
18.3
TCGA-UZ-A9PX-01A
73 years, male, white, stage:i, alive, 1981 days
18.1
TCGA-Y8-A8S1-01A
61 years, male, white, stage:i, alive, 404 days
18.1
TCGA-UZ-A9PR-01A
84 years, male, white, stage:i, alive, 2627 days
18.0
TCGA-G7-6790-01A
57 years, male, white, stage:i, alive, 1575 days
18.0
TCGA-BQ-5877-01A
60 years, male, black or african american, stage:iv, dead, 270 days
18.0
TCGA-DW-7837-01A
43 years, male, black or african american, stage:i, alive, 1142 days
17.9
TCGA-BQ-7062-01A
64 years, male, black or african american, stage:i, alive, 116 days
17.9
TCGA-UZ-A9PJ-01A
78 years, male, white, stage:i, dead, 797 days
17.8
TCGA-BQ-7051-01A
74 years, male, white, stage:ii, alive, 1533 days
17.8
TCGA-A4-8310-01A
58 years, male, white, stage:iii, alive, 780 days
17.6
TCGA-GL-A9DE-01A
74 years, male, black or african american, stage:i, alive, 496 days
17.6
TCGA-UZ-A9PS-01A
62 years, female, black or african american, stage:ii, alive, 2167 days
17.6
TCGA-5P-A9K3-01A
59 years, male, white, dead, 471 days
17.5
TCGA-G7-6789-01A
53 years, female, white, stage:iv, dead, 122 days
17.5
TCGA-B9-5155-01A
71 years, male, white, stage:iii, alive, 665 days
17.4
TCGA-A4-A48D-01A
85 years, male, black or african american, stage:i, alive, 379 days
17.4
TCGA-SX-A71S-01A
66 years, female, white, stage:i, alive, 1504 days
17.3
TCGA-G7-A8LE-01A
62 years, male, white, stage:i, alive, 2453 days
17.2
TCGA-2Z-A9JK-01A
50 years, male, white, stage:iii, alive, 1186 days
17.2
TCGA-UZ-A9PQ-01A
59 years, male, black or african american, stage:iii, dead, 2624 days
17.2
TCGA-B9-A8YH-01A
52 years, male, black or african american, stage:i, alive, 532 days
17.1
TCGA-DW-7834-01A
53 years, male, white, stage:i, alive, 3950 days
17.1
TCGA-2Z-A9JG-01A
64 years, male, white, stage:i, alive, 1662 days
17.0
TCGA-A4-A5Y0-01A
61 years, female, white, stage:i, alive, 252 days
17.0
TCGA-SX-A7SM-01A
60 years, male, black or african american, stage:iv, dead, 363 days
17.0
TCGA-2Z-A9J8-01A
50 years, male, white, stage:i, alive, 2790 days
17.0
TCGA-BQ-7060-01A
53 years, male, american indian or alaska native, stage:i, alive, 214 days
16.9
TCGA-2Z-A9JL-01A
47 years, male, black or african american, stage:i, alive, 1006 days
16.8
TCGA-B9-A8YI-01A
79 years, male, black or african american, stage:i, alive, 374 days
16.8
TCGA-B9-4113-01A
64 years, male, black or african american, stage:i, dead, 1536 days
16.8
TCGA-2K-A9WE-01A
53 years, male, white, stage:ii, alive, 214 days
16.8
TCGA-SX-A7SQ-01A
48 years, male, white, stage:i, alive, 1266 days
16.6
TCGA-GL-A9DD-01A
69 years, male, white, stage:i, alive, 341 days
16.5
TCGA-EV-5901-01A
47 years, female, white, stage:i, alive, 1040 days
16.4
TCGA-B9-4116-01A
75 years, female, black or african american, alive, 627 days
16.3
TCGA-B9-4117-01A
48 years, female, black or african american, alive, 14 days
16.3
TCGA-HE-A5NH-01A
62 years, male, stage:i, alive, 791 days
16.2
TCGA-DZ-6133-01A
66 years, female, white, stage:i, dead, 1557 days
16.2
TCGA-UZ-A9PO-01A
80 years, male, white, stage:i, alive, 1911 days
16.2
TCGA-BQ-5883-01A
79 years, female, black or african american, stage:i, alive, 1242 days
16.1
TCGA-B3-8121-01A
48 years, female, black or african american, stage:i, alive, 379 days
16.1
TCGA-DW-7842-01A
52 years, male, white, stage:i, alive, 92 days
16.1
TCGA-BQ-5875-01A
66 years, female, white, stage:iii, alive, 2639 days
15.9
TCGA-A4-A5XZ-01A
65 years, female, white, stage:ii, alive, 479 days
15.8
TCGA-F9-A97G-01A
79 years, male, asian, stage:iii, alive, 13 days
15.7
TCGA-P4-A5EB-01A
83 years, male, white, stage:i, alive, 3015 days
15.7
TCGA-A4-7584-01A
59 years, male, black or african american, stage:i, alive, 650 days
15.7
TCGA-B1-7332-01A
61 years, female, black or african american, stage:ii, alive, 1141 days
15.5
TCGA-DW-7839-01A
58 years, female, white, stage:i, alive, 419 days
15.5
TCGA-SX-A7SO-01A
64 years, male, white, stage:i, alive, 1257 days
15.4
TCGA-F9-A8NY-01A
38 years, female, asian, stage:iv, alive, 36 days
15.4
TCGA-A4-7996-01A
61 years, female, white, stage:i, alive, 506 days
15.3
TCGA-BQ-5887-01A
54 years, male, white, stage:iii, alive, 771 days
15.3
TCGA-DZ-6135-01A
45 years, male, stage:i, alive, 2269 days
15.2
TCGA-P4-A5EA-01A
54 years, female, white, stage:iii, dead, 201 days
15.2
TCGA-BQ-7059-01A
71 years, male, white, stage:i, alive, 232 days
15.1
TCGA-2Z-A9JN-01A
50 years, female, black or african american, stage:i, alive, 740 days
15.1
TCGA-BQ-5893-01A
61 years, male, white, stage:iv, dead, 241 days
15.0
TCGA-B1-A655-01A
77 years, female, white, stage:i, alive, 510 days
14.9
TCGA-5P-A9KA-01A
61 years, male, white, alive, 395 days
14.9
TCGA-5P-A9KH-01A
77 years, male, white, alive, 2051 days
14.8
TCGA-KV-A6GD-01A
85 years, male, white, stage:i, alive, 560 days
14.7
TCGA-AL-3467-01A
54 years, female, white, alive, 2135 days
14.7
TCGA-5P-A9JV-01A
49 years, male, white, alive, 2043 days
14.7
TCGA-G7-6792-01A
40 years, male, black or african american, stage:i, alive, 2765 days
14.7
TCGA-BQ-7061-01A
84 years, female, white, stage:i, alive, 218 days
14.6
TCGA-B1-5398-01A
73 years, male, white, stage:iii, alive, 1251 days
14.6
TCGA-B3-4104-01A
75 years, male, white, stage:ii, alive, 1049 days
14.5
TCGA-AL-3473-01A
55 years, male, white, stage:ii, alive, 1906 days
14.3
TCGA-A4-8098-01A
73 years, male, black or african american, stage:i, alive, 896 days
14.3
TCGA-4A-A93X-01A
58 years, male, white, stage:iv, alive, 390 days
14.3
TCGA-P4-AAVM-01A
69 years, male, white, stage:i, alive, 1539 days
14.3
TCGA-PJ-A5Z8-01A
60 years, female, white, stage:i, alive, 600 days
14.2
TCGA-DZ-6132-01A
69 years, male, stage:i, alive, 2460 days
14.2
TCGA-BQ-5894-01A
42 years, male, stage:iv, alive, 84 days
14.1
TCGA-2Z-A9JI-01A
38 years, male, white, stage:iii, alive, 1567 days
13.9
TCGA-UZ-A9Q1-01A
88 years, female, white, stage:i, alive, 1562 days
13.9
TCGA-GL-A9DC-01A
66 years, female, white, stage:i, alive, 392 days
13.9
TCGA-HE-A5NF-01A
58 years, male, stage:i, alive, 2582 days
13.8
TCGA-V9-A7HT-01A
67 years, male, black or african american, stage:ii, alive, 965 days
13.8
TCGA-DZ-6134-01A
69 years, male, white, stage:i, alive, 1856 days
13.7
TCGA-A4-7734-01A
53 years, female, white, stage:i, alive, 27 days
13.6
TCGA-GL-6846-01A
52 years, male, white, stage:iv, alive, 5925 days
13.6
TCGA-2Z-A9JD-01A
66 years, male, white, stage:i, alive, 1060 days
13.5
TCGA-B9-5156-01A
51 years, male, white, alive, 1338 days
13.5
TCGA-BQ-7050-01A
53 years, female, white, stage:i, alive, 1864 days
13.5
TCGA-IA-A83S-01A
81 years, male, white, dead, 2609 days
13.1
TCGA-IZ-8196-01A
50 years, male, white, stage:i, alive, 649 days
13.0
TCGA-GL-A4EM-01A
62 years, male, white, stage:i, alive, 32 days
12.9
TCGA-BQ-7049-01A
45 years, female, white, stage:i, dead, 1364 days
12.9
TCGA-IA-A40Y-01A
60 years, female, white, stage:iii, alive, 62 days
12.6
TCGA-B3-3926-01A
59 years, female, white, stage:i, alive, 883 days
12.5
TCGA-A4-7287-01A
75 years, female, white, stage:i, dead, 597 days
12.3
TCGA-B3-4103-01A
56 years, male, white, stage:i, alive, 930 days
12.3
TCGA-A4-7585-01A
67 years, male, white, stage:iii, dead, 1070 days
12.0
TCGA-G7-7502-01A
83 years, male, white, stage:i, alive, 786 days
11.9
TCGA-DW-7838-01A
66 years, male, white, stage:i, alive, 744 days
11.7
TCGA-2Z-A9J9-01A
77 years, male, black or african american, stage:i, alive, 2294 days
11.7
TCGA-BQ-5892-01A
51 years, male, white, stage:i, alive, 364 days
11.4
TCGA-BQ-5879-01A
32 years, female, white, stage:iii, dead, 697 days
11.4
TCGA-DW-7963-01B
43 years, male, black or african american, stage:i, alive, 1240 days
11.2
TCGA-G7-A8LD-01A
71 years, male, white, stage:iii, dead, 514 days
11.1
TCGA-B3-3925-01A
52 years, male, white, stage:iii, alive, 1029 days
10.8
TCGA-BQ-5891-01A
57 years, female, white, stage:iii, alive, 29 days
10.7
TCGA-2Z-A9JJ-01A
69 years, female, white, stage:i, alive, 1213 days
10.7
TCGA-A4-8518-01A
48 years, male, white, stage:i, alive, 600 days
10.6
TCGA-BQ-7044-01A
73 years, male, white, stage:iii, alive, 3760 days
10.6
TCGA-5P-A9K9-01A
59 years, female, white, dead, 589 days
9.9
TCGA-BQ-5882-01A
54 years, male, stage:iii, dead, 658 days
9.7
TCGA-G7-7501-01A
55 years, female, black or african american, stage:iii, dead, 624 days
9.2
TCGA-G7-6793-01A
60 years, female, white, stage:iv, dead, 336 days
8.7
TCGA-AL-3466-01A
41 years, male, white, stage:iv, dead, 293 days
8.7
TCGA-A4-7997-01A
67 years, male, white, stage:i, alive, 927 days
8.5
TCGA-A4-7828-01A
74 years, female, black or african american, stage:i, alive, 238 days
8.3
TCGA-A4-7915-01A
35 years, female, black or african american, stage:ii, alive, 7 days
7.8
TCGA-HE-7130-01A
female, stage:iii, alive, 1770 days
7.5
TCGA-GL-7966-01A
28 years, female, white, stage:iii, alive, 112 days
7.1
TCGA-BQ-5884-01A
59 years, female, black or african american, stage:i, alive, 792 days
6.8
TCGA-J7-8537-01A
37 years, female, asian, stage:iii, dead, 321 days
The Human Protein Atlas project is funded
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