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PROSTATE 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 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
45.9
Number of samples
494
Samples
Sample
Description
FPKM
TCGA-XJ-A9DI-01A
male, alive, 1461 days
343.6
TCGA-YL-A9WY-01A
57 years, male, alive, 1098 days
263.6
TCGA-HC-7817-01B
52 years, male, alive, 928 days
235.8
TCGA-YL-A8HO-01A
67 years, male, alive, 2304 days
225.3
TCGA-J4-A67M-01A
55 years, male, alive, 941 days
221.5
TCGA-KK-A7B2-01A
68 years, male, alive, 1099 days
207.7
TCGA-KK-A7B0-01A
67 years, male, alive, 1329 days
202.4
TCGA-HC-7079-01A
51 years, male, white, alive, 1184 days
193.3
TCGA-ZG-A9LU-01A
67 years, male, alive, 579 days
184.3
TCGA-G9-7523-01A
44 years, male, alive, 857 days
181.2
TCGA-ZG-A9L9-01A
60 years, male, alive, 617 days
170.0
TCGA-EJ-7328-01A
70 years, male, white, alive, 842 days
165.4
TCGA-ZG-A9MC-01A
69 years, male, alive, 455 days
164.1
TCGA-CH-5754-01A
65 years, male, white, alive, 62 days
162.0
TCGA-VP-A87C-01A
67 years, male, alive, 1690 days
159.5
TCGA-KK-A8IC-01A
54 years, male, alive, 2051 days
157.1
TCGA-M7-A723-01A
54 years, male, alive, 763 days
150.6
TCGA-J4-A67L-01A
54 years, male, alive, 770 days
148.0
TCGA-G9-6356-01A
60 years, male, white, alive, 1434 days
145.6
TCGA-HC-7210-01A
74 years, male, white, alive, 868 days
144.7
TCGA-CH-5743-01A
66 years, male, white, alive, 425 days
141.3
TCGA-H9-A6BX-01A
60 years, male, alive, 941 days
140.1
TCGA-J4-A6G1-01A
68 years, male, alive, 769 days
138.3
TCGA-ZG-A9L2-01A
70 years, male, alive, 1154 days
137.7
TCGA-HC-A632-01A
68 years, male, alive, 61 days
130.6
TCGA-EJ-A7NM-01A
64 years, male, alive, 128 days
127.7
TCGA-J4-A6G3-01A
57 years, male, alive, 849 days
125.5
TCGA-TP-A8TT-01A
64 years, male, alive, 526 days
125.5
TCGA-J4-AATV-01A
71 years, male, alive, 553 days
123.8
TCGA-YL-A9WX-01A
68 years, male, alive, 1518 days
121.6
TCGA-V1-A9O9-01A
57 years, male, alive, 2870 days
119.8
TCGA-HC-7233-01A
male, white, alive, 1355 days
117.5
TCGA-EJ-7792-01A
53 years, male, white, alive, 1396 days
117.0
TCGA-HC-7821-01A
54 years, male, white, alive, 956 days
116.3
TCGA-V1-A8MU-01A
57 years, male, alive, 1876 days
115.5
TCGA-V1-A9Z7-01A
55 years, male, alive, 874 days
113.8
TCGA-TK-A8OK-01A
73 years, male, alive, 27 days
112.7
TCGA-KK-A8IG-01A
55 years, male, alive, 2505 days
112.2
TCGA-EJ-5516-01A
49 years, male, white, alive, 1889 days
110.9
TCGA-J9-A52E-01A
65 years, male, alive, 323 days
110.0
TCGA-HC-7745-01A
65 years, male, white, alive, 721 days
105.7
TCGA-HC-A4ZV-01A
56 years, male, alive, 23 days
103.6
TCGA-HC-7737-01A
55 years, male, black or african american, alive, 1090 days
103.5
TCGA-XK-AAK1-01A
62 years, male, alive, 979 days
103.2
TCGA-KK-A59V-01A
64 years, male, alive, 3440 days
101.1
TCGA-EJ-A8FP-01A
59 years, male, alive, 299 days
101.1
TCGA-ZG-A9LZ-01A
66 years, male, alive, 692 days
100.5
TCGA-VP-A872-01A
60 years, male, alive, 3631 days
98.7
TCGA-HC-8266-01A
55 years, male, alive, 473 days
96.9
TCGA-EJ-5503-01A
50 years, male, white, alive, 1391 days
96.7
TCGA-2A-A8VT-01A
47 years, male, alive, 1373 days
96.0
TCGA-FC-7708-01A
52 years, male, asian, alive, 864 days
95.6
TCGA-EJ-5495-01A
68 years, male, white, alive, 1760 days
95.5
TCGA-V1-A9ZR-01A
69 years, male, alive, 1361 days
95.0
TCGA-X4-A8KQ-01A
65 years, male, alive, 1383 days
94.8
TCGA-J4-A67R-01A
65 years, male, alive, 910 days
94.5
TCGA-EJ-5514-01A
66 years, male, white, alive, 1829 days
92.6
TCGA-EJ-5502-01A
50 years, male, alive, 1171 days
88.2
TCGA-ZG-A8QY-01A
67 years, male, alive, 404 days
88.1
TCGA-KK-A5A1-01A
72 years, male, dead, 2469 days
86.9
TCGA-CH-5751-01A
68 years, male, white, alive, 1065 days
85.5
TCGA-J4-A67N-01A
61 years, male, alive, 937 days
84.4
TCGA-V1-A8MG-01A
54 years, male, alive, 857 days
84.1
TCGA-KK-A7AV-01A
58 years, male, alive, 822 days
83.9
TCGA-EJ-A46E-01A
57 years, male, alive, 524 days
82.4
TCGA-XK-AAIV-01A
63 years, male, alive, 1133 days
81.9
TCGA-HC-7078-01A
69 years, male, white, alive, 1985 days
80.5
TCGA-G9-6343-01A
62 years, male, white, alive, 2450 days
80.4
TCGA-V1-A9OX-01A
57 years, male, alive, 1134 days
80.0
TCGA-V1-A9Z9-01A
64 years, male, alive, 540 days
79.7
TCGA-EJ-7794-01A
67 years, male, white, alive, 1306 days
78.7
TCGA-G9-6499-01A
66 years, male, white, alive, 1543 days
78.2
TCGA-EJ-5521-01A
63 years, male, white, alive, 2279 days
77.9
TCGA-ZG-A9M4-01A
65 years, male, alive, 547 days
77.1
TCGA-CH-5792-01A
57 years, male, white, alive, 91 days
76.9
TCGA-V1-A9O5-01A
65 years, male, alive, 1932 days
76.8
TCGA-EJ-A6RC-01A
64 years, male, alive, 873 days
76.8
TCGA-KK-A59Z-01A
66 years, male, alive, 2628 days
76.5
TCGA-CH-5771-01A
63 years, male, white, alive, 396 days
74.8
TCGA-J4-A83I-01A
63 years, male, alive, 685 days
74.6
TCGA-KC-A4BV-01A
66 years, male, alive, 1328 days
74.1
TCGA-HC-A9TE-01A
64 years, male, alive, 587 days
74.0
TCGA-YL-A8SQ-01B
61 years, male, alive, 2083 days
73.9
TCGA-M7-A722-01A
65 years, male, alive, 1060 days
72.9
TCGA-KK-A8I4-01A
64 years, male, alive, 2259 days
72.2
TCGA-EJ-7331-01A
64 years, male, white, alive, 742 days
72.2
TCGA-EJ-5512-01A
46 years, male, white, alive, 1733 days
70.9
TCGA-J4-A67K-01A
68 years, male, alive, 1004 days
70.9
TCGA-HC-A6AL-01A
64 years, male, alive, 67 days
70.4
TCGA-G9-7521-01A
52 years, male, alive, 942 days
69.7
TCGA-EJ-5522-01A
51 years, male, white, alive, 2079 days
67.7
TCGA-4L-AA1F-01A
64 years, male, alive, 350 days
66.9
TCGA-HC-7750-01A
50 years, male, white, alive, 522 days
65.8
TCGA-V1-A9OQ-01A
68 years, male, alive, 371 days
65.6
TCGA-EJ-7218-01B
71 years, male, alive, 2542 days
65.3
TCGA-EJ-5509-01A
64 years, male, white, alive, 1464 days
64.9
TCGA-EJ-5504-01A
65 years, male, white, alive, 1427 days
64.4
TCGA-CH-5744-01A
64 years, male, white, alive, 60 days
64.1
TCGA-EJ-5526-01A
56 years, male, white, alive, 1909 days
63.8
TCGA-KK-A6DY-01A
50 years, male, alive, 4295 days
63.4
TCGA-YL-A9WJ-01A
47 years, male, dead, 1855 days
62.5
TCGA-V1-A8WW-01A
60 years, male, alive, 1078 days
62.4
TCGA-EJ-8470-01A
58 years, male, alive, 1159 days
62.3
TCGA-EJ-A7NJ-01A
59 years, male, alive, 197 days
61.9
TCGA-HC-A6AP-01A
61 years, male, alive, 71 days
61.7
TCGA-J9-A8CP-01A
66 years, male, alive, 386 days
61.6
TCGA-KK-A6E2-01A
54 years, male, alive, 5024 days
61.0
TCGA-ZG-A9L0-01A
71 years, male, alive, 355 days
61.0
TCGA-EJ-7797-01A
53 years, male, white, alive, 983 days
60.7
TCGA-EJ-A7NN-01A
61 years, male, alive, 197 days
60.4
TCGA-YL-A8SR-01B
64 years, male, alive, 273 days
60.3
TCGA-EJ-7125-01A
45 years, male, white, alive, 2850 days
59.7
TCGA-XA-A8JR-01A
68 years, male, alive, 376 days
59.4
TCGA-KK-A8I7-01A
55 years, male, alive, 2002 days
59.4
TCGA-XK-AAIW-01A
78 years, male, alive, 1218 days
59.3
TCGA-2A-A8W3-01A
70 years, male, alive, 863 days
58.7
TCGA-J4-A83M-01A
64 years, male, alive, 543 days
57.9
TCGA-G9-7522-01A
49 years, male, alive, 1078 days
57.5
TCGA-KC-A7F6-01A
64 years, male, alive, 263 days
57.3
TCGA-YL-A8HJ-01A
58 years, male, alive, 1611 days
57.0
TCGA-EJ-7312-01B
58 years, male, alive, 1099 days
57.0
TCGA-EJ-7782-01A
71 years, male, black or african american, alive, 1167 days
57.0
TCGA-G9-A9S7-01A
55 years, male, alive, 728 days
56.8
TCGA-EJ-5497-01A
48 years, male, white, alive, 405 days
56.7
TCGA-KK-A7B1-01A
65 years, male, alive, 1063 days
56.6
TCGA-YL-A8HM-01A
66 years, male, alive, 1482 days
56.5
TCGA-ZG-A9LN-01A
57 years, male, alive, 115 days
55.9
TCGA-HC-7747-01A
52 years, male, white, alive, 748 days
55.8
TCGA-CH-5740-01A
57 years, male, white, alive, 31 days
55.2
TCGA-EJ-5501-01A
55 years, male, white, alive, 1365 days
55.1
TCGA-EJ-A65J-01A
62 years, male, alive, 451 days
55.1
TCGA-G9-6362-01A
57 years, male, white, alive, 1443 days
54.6
TCGA-G9-6373-01A
68 years, male, white, alive, 811 days
53.4
TCGA-J4-A83J-01A
68 years, male, alive, 696 days
53.4
TCGA-V1-A8X3-01A
52 years, male, alive, 202 days
53.3
TCGA-EJ-7783-01A
70 years, male, white, alive, 787 days
53.0
TCGA-XK-AAJT-01A
75 years, male, alive, 1434 days
52.5
TCGA-HC-7081-01A
male, white, alive, 1136 days
51.9
TCGA-VP-A87K-01A
63 years, male, alive, 1306 days
51.9
TCGA-CH-5738-01A
72 years, male, white, alive, 212 days
51.1
TCGA-ZG-A9LM-01A
72 years, male, alive, 378 days
50.9
TCGA-CH-5750-01A
72 years, male, white, alive, 396 days
50.9
TCGA-V1-A8MM-01A
61 years, male, alive, 1195 days
50.5
TCGA-G9-6385-01A
66 years, male, white, alive, 830 days
50.3
TCGA-XJ-A83G-01A
male, alive, 1461 days
50.2
TCGA-HC-7232-01A
66 years, male, white, alive, 1161 days
50.0
TCGA-ZG-A8QZ-01A
65 years, male, alive, 308 days
49.8
TCGA-EJ-8468-01A
64 years, male, alive, 2347 days
49.3
TCGA-V1-A9OT-01A
62 years, male, alive, 476 days
48.1
TCGA-J4-8200-01A
47 years, male, alive, 1218 days
48.1
TCGA-KK-A8IM-01A
55 years, male, alive, 1915 days
48.0
TCGA-V1-A8WL-01A
65 years, male, alive, 1948 days
47.8
TCGA-J9-A52C-01A
57 years, male, alive, 178 days
47.7
TCGA-V1-A9OA-01A
62 years, male, alive, 636 days
47.5
TCGA-EJ-5531-01A
62 years, male, white, alive, 1273 days
47.4
TCGA-EJ-7315-01A
68 years, male, white, alive, 1008 days
47.3
TCGA-HI-7171-01A
56 years, male, white, dead, 1329 days
47.2
TCGA-WW-A8ZI-01A
70 years, male, alive, 449 days
47.0
TCGA-EJ-5530-01A
61 years, male, white, alive, 1832 days
46.9
TCGA-V1-A9ZG-01A
65 years, male, alive, 1517 days
46.5
TCGA-G9-A9S0-01A
53 years, male, dead, 791 days
46.2
TCGA-CH-5768-01A
72 years, male, white, alive, 731 days
46.1
TCGA-EJ-A46B-01A
66 years, male, alive, 657 days
46.0
TCGA-EJ-5494-01A
50 years, male, white, alive, 1477 days
45.9
TCGA-YL-A8SC-01A
66 years, male, alive, 1261 days
45.4
TCGA-EJ-5498-01A
56 years, male, white, alive, 1720 days
45.4
TCGA-FC-7961-01A
62 years, male, white, alive, 469 days
45.3
TCGA-V1-A9ZI-01A
69 years, male, alive, 1640 days
44.4
TCGA-KK-A7B4-01A
64 years, male, alive, 987 days
44.3
TCGA-KC-A4BL-01A
65 years, male, alive, 934 days
44.2
TCGA-V1-A9OL-01A
66 years, male, alive, 1913 days
44.2
TCGA-V1-A9Z8-01A
60 years, male, alive, 827 days
43.8
TCGA-V1-A9O7-01A
61 years, male, alive, 2499 days
43.7
TCGA-EJ-7785-01A
54 years, male, white, alive, 1177 days
43.2
TCGA-KK-A8I9-01A
61 years, male, alive, 1001 days
43.1
TCGA-V1-A8WV-01A
53 years, male, alive, 686 days
42.9
TCGA-J9-A52B-01A
62 years, male, alive, 422 days
42.8
TCGA-VP-A87E-01A
59 years, male, alive, 2037 days
42.3
TCGA-YL-A8SB-01A
62 years, male, alive, 1719 days
42.2
TCGA-YL-A9WH-01A
67 years, male, alive, 427 days
41.9
TCGA-CH-5739-01A
65 years, male, white, alive, 671 days
41.9
TCGA-HC-A6AS-01A
70 years, male, alive, 44 days
41.9
TCGA-H9-A6BY-01A
63 years, male, alive, 112 days
41.8
TCGA-HC-8216-01A
58 years, male, alive, 682 days
41.8
TCGA-EJ-5506-01A
67 years, male, white, alive, 1381 days
41.7
TCGA-VN-A88Q-01A
60 years, male, alive, 1366 days
41.7
TCGA-KK-A8IJ-01A
59 years, male, alive, 1559 days
41.5
TCGA-ZG-A9LS-01A
64 years, male, alive, 516 days
41.2
TCGA-YL-A9WK-01A
63 years, male, alive, 2136 days
41.2
TCGA-EJ-5515-01A
60 years, male, white, alive, 1832 days
41.1
TCGA-EJ-7314-01A
62 years, male, white, alive, 1150 days
41.0
TCGA-HC-8265-01B
66 years, male, alive, 483 days
41.0
TCGA-ZG-A9L4-01A
61 years, male, alive, 1108 days
40.8
TCGA-EJ-5508-01A
65 years, male, white, alive, 1965 days
40.7
TCGA-EJ-7789-01A
66 years, male, black or african american, alive, 1105 days
40.5
TCGA-G9-6370-01A
52 years, male, white, alive, 1156 days
40.4
TCGA-CH-5745-01A
68 years, male, white, alive, 91 days
40.1
TCGA-H9-7775-01A
68 years, male, white, alive, 185 days
39.5
TCGA-VP-AA1N-01A
70 years, male, alive, 1365 days
39.4
TCGA-G9-6379-01A
68 years, male, alive, 1778 days
39.4
TCGA-G9-6384-01A
53 years, male, white, alive, 765 days
39.1
TCGA-HC-8264-01B
60 years, male, alive, 48 days
38.8
TCGA-EJ-7123-01A
59 years, male, white, alive, 2572 days
38.5
TCGA-J4-A67Q-01A
77 years, male, alive, 975 days
38.5
TCGA-EJ-5510-01A
49 years, male, white, alive, 1887 days
38.3
TCGA-HC-8258-01A
56 years, male, alive, 847 days
38.2
TCGA-HC-A9TH-01A
58 years, male, alive, 844 days
38.1
TCGA-XK-AAJ3-01A
56 years, male, alive, 1262 days
38.0
TCGA-G9-6365-01A
71 years, male, white, alive, 1363 days
37.9
TCGA-XK-AAIR-01A
75 years, male, alive, 972 days
37.9
TCGA-J9-A8CL-01A
66 years, male, alive, 405 days
37.7
TCGA-J9-A8CK-01A
66 years, male, alive, 321 days
37.6
TCGA-KK-A8IH-01A
50 years, male, alive, 2013 days
37.4
TCGA-HC-7231-01A
66 years, male, white, alive, 939 days
37.4
TCGA-V1-A8MF-01A
66 years, male, alive, 1449 days
37.3
TCGA-M7-A721-01A
70 years, male, alive, 400 days
37.2
TCGA-KC-A7FE-01A
62 years, male, alive, 352 days
37.1
TCGA-HC-A8D1-01A
68 years, male, alive, 573 days
37.0
TCGA-G9-6371-01A
58 years, male, white, alive, 1226 days
37.0
TCGA-QU-A6IM-01A
59 years, male, alive, 1247 days
36.9
TCGA-VP-A87J-01A
56 years, male, alive, 1774 days
36.5
TCGA-QU-A6IO-01A
53 years, male, alive, 3716 days
36.4
TCGA-J9-A8CM-01A
66 years, male, alive, 463 days
36.4
TCGA-G9-6369-01A
55 years, male, white, alive, 1215 days
36.3
TCGA-HC-A8CY-01A
63 years, male, alive, 290 days
36.1
TCGA-VP-A878-01A
58 years, male, alive, 3130 days
36.1
TCGA-EJ-7781-01A
65 years, male, white, alive, 1073 days
36.1
TCGA-EJ-5524-01A
57 years, male, white, alive, 1882 days
36.0
TCGA-G9-7510-01A
66 years, male, alive, 1185 days
36.0
TCGA-EJ-A8FN-01A
58 years, male, alive, 329 days
36.0
TCGA-HC-7744-01A
46 years, male, white, alive, 531 days
35.9
TCGA-EJ-5527-01A
69 years, male, white, alive, 1778 days
35.7
TCGA-HC-A76W-01A
73 years, male, alive, 213 days
35.6
TCGA-XK-AAJP-01A
66 years, male, alive, 1259 days
35.6
TCGA-XK-AAJU-01A
65 years, male, alive, 1576 days
35.5
TCGA-XQ-A8TB-01A
67 years, male, alive, 770 days
35.5
TCGA-G9-6348-01A
68 years, male, white, alive, 1515 days
35.5
TCGA-EJ-7788-01A
53 years, male, white, alive, 859 days
35.3
TCGA-EJ-5518-01A
66 years, male, white, alive, 2118 days
35.3
TCGA-EJ-7317-01A
71 years, male, white, alive, 771 days
35.2
TCGA-VN-A88R-01A
53 years, male, alive, 784 days
35.0
TCGA-G9-6498-01A
53 years, male, alive, 1952 days
34.9
TCGA-CH-5762-01A
60 years, male, white, alive, 1339 days
34.8
TCGA-V1-A9ZK-01A
69 years, male, alive, 1383 days
34.7
TCGA-KK-A8IB-01A
65 years, male, alive, 83 days
34.6
TCGA-KK-A8IL-01A
65 years, male, dead, 628 days
34.4
TCGA-EJ-7791-01A
67 years, male, white, alive, 1118 days
34.4
TCGA-G9-6354-01A
55 years, male, alive, 2066 days
34.2
TCGA-EJ-5499-01A
61 years, male, asian, alive, 1415 days
33.9
TCGA-HC-A6HX-01A
55 years, male, alive, 38 days
33.7
TCGA-2A-AAYO-01A
58 years, male, alive, 1272 days
33.5
TCGA-G9-6347-01A
59 years, male, alive, 2089 days
33.4
TCGA-VN-A88I-01A
59 years, male, alive, 269 days
33.0
TCGA-2A-A8VL-01A
51 years, male, alive, 621 days
32.8
TCGA-V1-A9OY-01A
58 years, male, alive, 1067 days
32.5
TCGA-CH-5765-01A
55 years, male, white, alive, 700 days
32.2
TCGA-ZG-A9L6-01A
64 years, male, alive, 687 days
32.1
TCGA-HI-7170-01A
58 years, male, white, alive, 2522 days
31.8
TCGA-CH-5764-01A
66 years, male, white, alive, 31 days
31.7
TCGA-CH-5769-01A
48 years, male, white, alive, 62 days
31.5
TCGA-EJ-7318-01B
51 years, male, alive, 1029 days
31.2
TCGA-G9-6377-01A
61 years, male, white, alive, 958 days
31.2
TCGA-V1-A8WS-01A
57 years, male, alive, 474 days
31.1
TCGA-YL-A8SK-01B
67 years, male, alive, 1408 days
30.9
TCGA-KK-A59Y-01A
56 years, male, alive, 1968 days
30.8
TCGA-EJ-7321-01A
57 years, male, black or african american, alive, 824 days
30.7
TCGA-YL-A8SA-01A
69 years, male, alive, 512 days
30.6
TCGA-YL-A8HK-01A
59 years, male, alive, 1491 days
30.5
TCGA-ZG-A9KY-01A
73 years, male, alive, 130 days
30.3
TCGA-HC-8260-01A
43 years, male, alive, 686 days
30.3
TCGA-J4-A67O-01A
59 years, male, alive, 839 days
30.1
TCGA-HC-A6AN-01A
67 years, male, alive, 49 days
29.8
TCGA-YJ-A8SW-01A
male, alive, 148 days
29.8
TCGA-KC-A7F3-01A
67 years, male, alive, 665 days
29.8
TCGA-G9-6494-01A
66 years, male, white, alive, 1771 days
29.5
TCGA-YL-A8S8-01A
68 years, male, alive, 1890 days
29.0
TCGA-KK-A7B3-01A
62 years, male, alive, 899 days
28.9
TCGA-ZG-A9LY-01A
60 years, male, alive, 370 days
28.6
TCGA-EJ-A46G-01A
71 years, male, alive, 668 days
28.6
TCGA-J4-A67S-01A
63 years, male, alive, 833 days
28.6
TCGA-FC-A66V-01A
74 years, male, alive, 524 days
28.2
TCGA-EJ-7115-01A
65 years, male, white, alive, 2687 days
28.1
TCGA-ZG-A9L1-01A
66 years, male, alive, 1302 days
28.0
TCGA-EJ-AB20-01A
61 years, male, alive, 131 days
27.9
TCGA-VN-A88P-01A
60 years, male, alive, 1260 days
27.8
TCGA-EJ-A46H-01A
60 years, male, alive, 724 days
27.7
TCGA-ZG-A9NI-01A
73 years, male, alive, 132 days
27.3
TCGA-CH-5741-01A
56 years, male, white, alive, 395 days
27.2
TCGA-EJ-A65M-01A
65 years, male, alive, 230 days
27.2
TCGA-HC-8261-01A
48 years, male, alive, 546 days
27.2
TCGA-HC-8259-01A
50 years, male, alive, 924 days
27.0
TCGA-ZG-A9N3-01A
73 years, male, alive, 349 days
26.9
TCGA-HC-A6AO-01A
52 years, male, alive, 530 days
26.9
TCGA-HC-A8D0-01A
61 years, male, alive, 775 days
26.7
TCGA-ZG-A8QW-01A
72 years, male, alive, 94 days
26.5
TCGA-KK-A6E0-01A
59 years, male, alive, 1483 days
26.5
TCGA-J4-A67T-01A
63 years, male, alive, 183 days
26.4
TCGA-EJ-A46I-01A
57 years, male, alive, 668 days
26.2
TCGA-HC-7211-01A
62 years, male, white, alive, 1221 days
26.1
TCGA-FC-A5OB-01A
53 years, male, alive, 680 days
25.8
TCGA-KK-A7AU-01A
63 years, male, alive, 1775 days
25.7
TCGA-2A-A8W1-01A
54 years, male, alive, 112 days
25.6
TCGA-KC-A4BR-01A
76 years, male, alive, 1349 days
25.6
TCGA-EJ-A6RA-01A
70 years, male, alive, 353 days
25.6
TCGA-HC-7818-01A
66 years, male, white, alive, 938 days
25.2
TCGA-CH-5766-01A
55 years, male, white, alive, 31 days
25.2
TCGA-KK-A8ID-01A
70 years, male, alive, 2107 days
25.0
TCGA-KK-A8II-01A
61 years, male, dead, 3467 days
24.9
TCGA-G9-6342-01A
61 years, male, white, alive, 1696 days
24.9
TCGA-EJ-5517-01A
55 years, male, white, alive, 1889 days
24.9
TCGA-SU-A7E7-01A
60 years, male, alive, 551 days
24.8
TCGA-VN-A88L-01A
54 years, male, alive, 746 days
24.8
TCGA-EJ-5507-01A
54 years, male, white, alive, 1457 days
24.7
TCGA-EJ-A65F-01A
59 years, male, alive, 560 days
24.6
TCGA-YL-A8SH-01B
69 years, male, dead, 875 days
24.5
TCGA-KK-A6E5-01A
63 years, male, alive, 2073 days
24.2
TCGA-KK-A8I8-01A
69 years, male, alive, 967 days
24.1
TCGA-HC-7213-01A
53 years, male, white, alive, 1219 days
24.0
TCGA-HC-7075-01A
male, white, alive, 601 days
23.9
TCGA-EJ-8469-01A
46 years, male, alive, 2324 days
23.8
TCGA-HC-7209-01A
60 years, male, white, alive, 440 days
23.8
TCGA-CH-5788-01A
69 years, male, white, alive, 821 days
23.7
TCGA-G9-6363-01A
64 years, male, white, alive, 1378 days
23.6
TCGA-XK-AAJR-01A
62 years, male, alive, 1124 days
23.5
TCGA-CH-5767-01A
66 years, male, white, alive, 458 days
23.4
TCGA-EJ-A8FU-01A
64 years, male, alive, 138 days
23.3
TCGA-HC-8257-01A
70 years, male, alive, 726 days
23.3
TCGA-CH-5790-01A
64 years, male, white, alive, 974 days
23.2
TCGA-KC-A7FA-01A
63 years, male, alive, 598 days
23.2
TCGA-KK-A7AW-01A
57 years, male, alive, 1054 days
23.2
TCGA-J4-AATZ-01A
66 years, male, alive, 412 days
23.1
TCGA-M7-A71Y-01A
55 years, male, alive, 493 days
23.0
TCGA-EJ-8474-01A
70 years, male, alive, 766 days
23.0
TCGA-KK-A8I6-01A
58 years, male, alive, 668 days
22.9
TCGA-ZG-A9LB-01A
72 years, male, alive, 583 days
22.8
TCGA-YL-A8SO-01B
64 years, male, alive, 3479 days
22.7
TCGA-2A-A8VO-01A
57 years, male, alive, 1701 days
22.7
TCGA-YL-A8SI-01A
69 years, male, alive, 1614 days
22.7
TCGA-G9-6361-01A
61 years, male, white, alive, 1415 days
22.6
TCGA-EJ-7325-01B
63 years, male, alive, 1070 days
22.5
TCGA-YL-A8SP-01B
58 years, male, alive, 2366 days
22.5
TCGA-Y6-A8TL-01A
65 years, male, alive, 992 days
22.5
TCGA-EJ-AB27-01A
51 years, male, alive, 145 days
22.4
TCGA-G9-6333-01A
66 years, male, white, alive, 2465 days
22.3
TCGA-V1-A9OH-01A
64 years, male, alive, 2403 days
22.2
TCGA-EJ-A8FO-01A
51 years, male, alive, 282 days
22.1
TCGA-J4-A83L-01A
61 years, male, alive, 720 days
22.0
TCGA-HC-7742-01A
58 years, male, white, alive, 938 days
21.8
TCGA-VP-A87H-01A
76 years, male, alive, 663 days
21.8
TCGA-VP-A87B-01A
63 years, male, alive, 2722 days
21.6
TCGA-V1-A9OF-01A
50 years, male, alive, 1184 days
21.5
TCGA-V1-A8ML-01A
64 years, male, alive, 448 days
21.4
TCGA-EJ-5525-01A
67 years, male, white, alive, 1115 days
21.4
TCGA-HC-8256-01A
53 years, male, alive, 860 days
21.3
TCGA-KK-A6E3-01A
56 years, male, alive, 2056 days
21.2
TCGA-CH-5789-01A
61 years, male, white, alive, 304 days
21.1
TCGA-XJ-A9DK-01A
male, alive, 275 days
21.1
TCGA-M7-A720-01A
53 years, male, alive, 384 days
21.0
TCGA-EJ-A7NG-01A
64 years, male, alive, 432 days
20.8
TCGA-EJ-5519-01A
64 years, male, white, alive, 1962 days
20.7
TCGA-EJ-A7NK-01A
58 years, male, alive, 476 days
20.7
TCGA-G9-6329-01A
67 years, male, white, alive, 1266 days
20.6
TCGA-VP-A879-01A
70 years, male, dead, 728 days
20.6
TCGA-V1-A8MK-01A
42 years, male, alive, 508 days
20.4
TCGA-HC-7736-01A
59 years, male, white, alive, 1103 days
20.3
TCGA-EJ-A46D-01A
53 years, male, alive, 626 days
20.2
TCGA-XJ-A9DQ-01A
male, alive, 91 days
20.2
TCGA-HC-A6AQ-01A
60 years, male, alive, 106 days
20.0
TCGA-G9-7519-01A
58 years, male, alive, 849 days
19.9
TCGA-CH-5763-01A
66 years, male, white, alive, 365 days
19.9
TCGA-EJ-A65B-01A
55 years, male, alive, 710 days
19.7
TCGA-HC-7820-01A
72 years, male, white, alive, 747 days
19.6
TCGA-EJ-7327-01A
61 years, male, white, alive, 923 days
19.5
TCGA-V1-A8WN-01A
48 years, male, alive, 924 days
19.2
TCGA-J4-A83N-01A
57 years, male, alive, 992 days
19.1
TCGA-G9-7509-01A
48 years, male, alive, 1610 days
19.1
TCGA-VN-A88N-01A
62 years, male, alive, 766 days
19.1
TCGA-G9-6336-01A
57 years, male, white, alive, 2068 days
19.1
TCGA-HC-7740-01B
59 years, male, white, alive, 717 days
19.0
TCGA-ZG-A8QX-01A
56 years, male, alive, 442 days
19.0
TCGA-YL-A8SJ-01B
60 years, male, alive, 1395 days
19.0
TCGA-HC-7748-01A
60 years, male, white, alive, 792 days
19.0
TCGA-HI-7168-01A
62 years, male, white, alive, 3323 days
18.9
TCGA-EJ-A7NH-01A
56 years, male, alive, 474 days
18.8
TCGA-KK-A7AQ-01A
62 years, male, alive, 1610 days
18.8
TCGA-KK-A6E4-01A
69 years, male, dead, 3502 days
18.7
TCGA-KK-A7AZ-01A
56 years, male, alive, 1519 days
18.5
TCGA-G9-6364-01A
72 years, male, white, alive, 1198 days
18.3
TCGA-HC-A6HY-01A
51 years, male, alive, 134 days
18.3
TCGA-G9-6496-01A
61 years, male, white, alive, 1726 days
18.1
TCGA-CH-5794-01A
65 years, male, white, alive, 882 days
18.0
TCGA-KK-A8I5-01A
55 years, male, alive, 3096 days
17.9
TCGA-EJ-5511-01A
55 years, male, black or african american, alive, 1476 days
17.9
TCGA-G9-6353-01A
58 years, male, white, alive, 1542 days
17.8
TCGA-J9-A8CN-01A
53 years, male, alive, 1237 days
17.6
TCGA-HC-7738-01A
58 years, male, white, alive, 964 days
17.5
TCGA-ZG-A9L5-01A
58 years, male, alive, 908 days
17.3
TCGA-EJ-5532-01A
57 years, male, white, alive, 1828 days
17.3
TCGA-G9-6338-01A
61 years, male, white, alive, 2028 days
17.1
TCGA-J9-A52D-01A
71 years, male, alive, 212 days
16.8
TCGA-HC-7212-01A
56 years, male, white, alive, 870 days
16.8
TCGA-HC-7749-01A
70 years, male, white, alive, 724 days
16.8
TCGA-VP-A87D-01A
54 years, male, alive, 1853 days
16.6
TCGA-KK-A59X-01A
55 years, male, alive, 2535 days
16.5
TCGA-CH-5772-01A
63 years, male, white, alive, 486 days
16.5
TCGA-EJ-8472-01A
63 years, male, alive, 756 days
16.4
TCGA-G9-6378-01A
54 years, male, black or african american, alive, 1155 days
16.3
TCGA-HC-A631-01A
67 years, male, alive, 54 days
16.2
TCGA-VN-A88O-01A
49 years, male, alive, 481 days
16.2
TCGA-G9-6339-01A
58 years, male, alive, 2551 days
16.2
TCGA-XJ-A9DX-01A
male, alive, 973 days
16.0
TCGA-CH-5746-01A
57 years, male, white, alive, 731 days
15.8
TCGA-EJ-7784-01A
63 years, male, white, alive, 781 days
15.7
TCGA-YL-A8S9-01A
63 years, male, alive, 1842 days
15.6
TCGA-G9-A9S4-01A
62 years, male, alive, 906 days
15.5
TCGA-EJ-7330-01A
68 years, male, white, alive, 191 days
15.2
TCGA-YL-A9WI-01A
63 years, male, alive, 1623 days
15.1
TCGA-CH-5753-01A
70 years, male, white, alive, 31 days
15.1
TCGA-CH-5752-01A
66 years, male, white, alive, 943 days
15.0
TCGA-KK-A6E6-01A
69 years, male, alive, 3447 days
14.9
TCGA-G9-6367-01A
60 years, male, white, alive, 1222 days
14.8
TCGA-EJ-5505-01A
57 years, male, white, alive, 922 days
14.8
TCGA-CH-5791-01A
72 years, male, white, alive, 1004 days
14.5
TCGA-EJ-5542-01A
60 years, male, white, alive, 1513 days
14.4
TCGA-KK-A7AY-01A
60 years, male, alive, 1754 days
14.4
TCGA-HC-7080-01A
66 years, male, white, alive, 1106 days
14.4
TCGA-J4-AAU2-01A
59 years, male, alive, 825 days
14.3
TCGA-HC-8262-01A
57 years, male, alive, 679 days
14.2
TCGA-XJ-A83F-01A
male, alive, 1127 days
14.2
TCGA-EJ-A65E-01A
67 years, male, alive, 417 days
14.2
TCGA-QU-A6IL-01A
64 years, male, alive, 97 days
13.9
TCGA-Y6-A9XI-01A
72 years, male, alive, 526 days
13.7
TCGA-FC-A6HD-01A
77 years, male, alive, 789 days
13.7
TCGA-EJ-A65D-01A
66 years, male, alive, 393 days
13.3
TCGA-CH-5748-01A
64 years, male, white, alive, 31 days
13.3
TCGA-M7-A725-01A
56 years, male, alive, 573 days
13.3
TCGA-CH-5761-01A
61 years, male, white, alive, 28 days
13.3
TCGA-2A-AAYU-01A
56 years, male, alive, 615 days
13.3
TCGA-KK-A6E7-01A
46 years, male, alive, 2760 days
12.8
TCGA-KC-A4BN-01A
55 years, male, alive, 1815 days
12.7
TCGA-EJ-A7NF-01A
56 years, male, alive, 250 days
12.7
TCGA-CH-5737-01A
73 years, male, white, alive, 91 days
12.7
TCGA-VP-A876-01A
46 years, male, alive, 3333 days
12.5
TCGA-VN-A88K-01A
58 years, male, alive, 776 days
12.5
TCGA-KK-A8IF-01A
57 years, male, alive, 804 days
12.5
TCGA-G9-7525-01A
64 years, male, alive, 994 days
12.4
TCGA-KK-A7AP-01A
55 years, male, alive, 196 days
12.4
TCGA-ZG-A9ND-01A
55 years, male, alive, 410 days
12.4
TCGA-EJ-A65G-01A
57 years, male, alive, 666 days
12.3
TCGA-HC-7230-01A
50 years, male, white, alive, 1001 days
12.2
TCGA-KK-A8IA-01A
69 years, male, alive, 1931 days
12.1
TCGA-YL-A8HL-01A
58 years, male, alive, 1565 days
11.9
TCGA-EJ-A8FS-01A
66 years, male, alive, 266 days
11.8
TCGA-EJ-7786-01A
62 years, male, white, alive, 1096 days
11.7
TCGA-KC-A7FD-01A
62 years, male, alive, 270 days
11.6
TCGA-G9-6332-01A
55 years, male, white, alive, 2657 days
11.5
TCGA-KK-A6E1-01A
57 years, male, alive, 2198 days
11.5
TCGA-KK-A8IK-01A
56 years, male, alive, 2052 days
11.3
TCGA-FC-A4JI-01A
71 years, male, alive, 877 days
11.1
TCGA-G9-6351-01A
51 years, male, white, alive, 2048 days
11.1
TCGA-EJ-7793-01A
49 years, male, white, alive, 114 days
10.9
TCGA-J4-A6M7-01A
53 years, male, alive, 512 days
10.6
TCGA-M7-A71Z-01A
62 years, male, alive, 643 days
10.5
TCGA-QU-A6IP-01A
66 years, male, alive, 2620 days
10.5
TCGA-YL-A9WL-01A
59 years, male, alive, 740 days
10.3
TCGA-J4-A83K-01A
52 years, male, alive, 328 days
10.1
TCGA-MG-AAMC-01A
59 years, male, alive, 173 days
9.9
TCGA-XQ-A8TA-01A
59 years, male, dead, 146 days
9.7
TCGA-QU-A6IN-01A
61 years, male, alive, 4264 days
9.7
TCGA-J4-8198-01A
49 years, male, alive, 614 days
9.5
TCGA-2A-AAYF-01A
57 years, male, alive, 1364 days
9.2
TCGA-HC-A76X-01A
62 years, male, alive, 150 days
9.1
TCGA-HC-7752-01A
61 years, male, white, alive, 782 days
9.1
TCGA-XK-AAJA-01A
62 years, male, alive, 930 days
9.1
TCGA-HC-7819-01A
53 years, male, white, alive, 543 days
8.7
TCGA-HC-7077-01A
64 years, male, black or african american, alive, 2115 days
8.4
TCGA-EJ-A46F-01A
57 years, male, alive, 783 days
8.3
TCGA-TP-A8TV-01A
62 years, male, alive, 610 days
8.1
TCGA-HC-8213-01A
48 years, male, alive, 589 days
7.8
TCGA-2A-A8VV-01A
52 years, male, alive, 671 days
7.6
TCGA-YL-A8SL-01B
74 years, male, alive, 987 days
7.5
TCGA-G9-6366-01A
61 years, male, white, alive, 1947 days
7.2
TCGA-HC-A48F-01A
47 years, male, alive, 680 days
6.4
TCGA-HI-7169-01A
55 years, male, white, alive, 2684 days
6.4
TCGA-FC-A8O0-01A
68 years, male, alive, 616 days
6.3
TCGA-KC-A7F5-01A
54 years, male, alive, 91 days
6.1
TCGA-EJ-5496-01A
59 years, male, white, alive, 595 days
6.0
TCGA-KK-A6E8-01A
68 years, male, alive, 1770 days
5.6
TCGA-VP-A875-01A
67 years, male, alive, 2309 days
5.2
TCGA-VN-A88M-01A
55 years, male, alive, 189 days
5.2
TCGA-X4-A8KS-01A
61 years, male, alive, 979 days
5.1
TCGA-2A-A8VX-01A
70 years, male, alive, 1378 days
4.6
TCGA-VN-A943-01A
71 years, male, alive, 496 days
3.9
TCGA-M7-A724-01A
64 years, male, alive, 889 days
3.9
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PROSTATE CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high. This score is based on the staining intensity and fraction of stained cells.
The Human Protein Atlas project is funded
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