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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
3435.3
Number of samples
494
Samples
Sample
Description
FPKM
TCGA-FC-A66V-01A
74 years, male, alive, 524 days
48532.5
TCGA-2A-A8VL-01A
51 years, male, alive, 621 days
30421.1
TCGA-M7-A723-01A
54 years, male, alive, 763 days
30026.5
TCGA-EJ-A65B-01A
55 years, male, alive, 710 days
23716.2
TCGA-YL-A8SB-01A
62 years, male, alive, 1719 days
23318.2
TCGA-J4-A67R-01A
65 years, male, alive, 910 days
23031.0
TCGA-J4-A67O-01A
59 years, male, alive, 839 days
22658.7
TCGA-G9-6379-01A
68 years, male, alive, 1778 days
20094.8
TCGA-EJ-A8FP-01A
59 years, male, alive, 299 days
20018.0
TCGA-CH-5789-01A
61 years, male, white, alive, 304 days
18965.9
TCGA-G9-6351-01A
51 years, male, white, alive, 2048 days
18874.4
TCGA-VN-A88P-01A
60 years, male, alive, 1260 days
18792.9
TCGA-EJ-5515-01A
60 years, male, white, alive, 1832 days
18593.2
TCGA-HC-8260-01A
43 years, male, alive, 686 days
18552.6
TCGA-EJ-A6RA-01A
70 years, male, alive, 353 days
18302.8
TCGA-G9-6353-01A
58 years, male, white, alive, 1542 days
17069.5
TCGA-V1-A8MF-01A
66 years, male, alive, 1449 days
16862.9
TCGA-HC-7747-01A
52 years, male, white, alive, 748 days
16452.0
TCGA-QU-A6IM-01A
59 years, male, alive, 1247 days
15503.1
TCGA-XK-AAJU-01A
65 years, male, alive, 1576 days
14677.9
TCGA-ZG-A9LU-01A
67 years, male, alive, 579 days
14589.4
TCGA-EJ-A8FO-01A
51 years, male, alive, 282 days
14409.6
TCGA-HC-A6AQ-01A
60 years, male, alive, 106 days
13956.3
TCGA-HC-A8D1-01A
68 years, male, alive, 573 days
13946.1
TCGA-HC-A6AS-01A
70 years, male, alive, 44 days
13226.1
TCGA-EJ-A46B-01A
66 years, male, alive, 657 days
12885.0
TCGA-VP-A872-01A
60 years, male, alive, 3631 days
12143.9
TCGA-ZG-A9L6-01A
64 years, male, alive, 687 days
11965.8
TCGA-EJ-5503-01A
50 years, male, white, alive, 1391 days
11753.1
TCGA-V1-A8MK-01A
42 years, male, alive, 508 days
11536.1
TCGA-G9-6384-01A
53 years, male, white, alive, 765 days
11150.6
TCGA-V1-A9ZK-01A
69 years, male, alive, 1383 days
11052.1
TCGA-M7-A720-01A
53 years, male, alive, 384 days
10960.4
TCGA-HC-A6HY-01A
51 years, male, alive, 134 days
10772.3
TCGA-HC-8264-01B
60 years, male, alive, 48 days
10622.8
TCGA-EJ-A7NK-01A
58 years, male, alive, 476 days
10602.3
TCGA-KK-A6E5-01A
63 years, male, alive, 2073 days
10439.9
TCGA-G9-6354-01A
55 years, male, alive, 2066 days
10283.1
TCGA-EJ-A46D-01A
53 years, male, alive, 626 days
10006.3
TCGA-HC-7736-01A
59 years, male, white, alive, 1103 days
9906.0
TCGA-EJ-5501-01A
55 years, male, white, alive, 1365 days
9896.4
TCGA-YL-A9WH-01A
67 years, male, alive, 427 days
9696.8
TCGA-YL-A9WX-01A
68 years, male, alive, 1518 days
9431.0
TCGA-EJ-A7NG-01A
64 years, male, alive, 432 days
9291.9
TCGA-G9-6342-01A
61 years, male, white, alive, 1696 days
9038.6
TCGA-H9-7775-01A
68 years, male, white, alive, 185 days
8921.4
TCGA-J4-AATV-01A
71 years, male, alive, 553 days
8773.5
TCGA-HC-7820-01A
72 years, male, white, alive, 747 days
8687.4
TCGA-KK-A7B2-01A
68 years, male, alive, 1099 days
8483.1
TCGA-J4-A83L-01A
61 years, male, alive, 720 days
8422.1
TCGA-G9-7509-01A
48 years, male, alive, 1610 days
8232.7
TCGA-G9-6367-01A
60 years, male, white, alive, 1222 days
8112.6
TCGA-KC-A7F3-01A
67 years, male, alive, 665 days
8098.5
TCGA-SU-A7E7-01A
60 years, male, alive, 551 days
8081.6
TCGA-HC-7745-01A
65 years, male, white, alive, 721 days
7992.6
TCGA-KK-A8I7-01A
55 years, male, alive, 2002 days
7933.6
TCGA-J4-A67T-01A
63 years, male, alive, 183 days
7920.4
TCGA-EJ-5512-01A
46 years, male, white, alive, 1733 days
7800.2
TCGA-J4-8200-01A
47 years, male, alive, 1218 days
7590.3
TCGA-HC-A6HX-01A
55 years, male, alive, 38 days
7562.5
TCGA-HC-8216-01A
58 years, male, alive, 682 days
7401.1
TCGA-V1-A9Z9-01A
64 years, male, alive, 540 days
7379.2
TCGA-HC-8266-01A
55 years, male, alive, 473 days
7323.7
TCGA-HC-7209-01A
60 years, male, white, alive, 440 days
7246.1
TCGA-G9-6366-01A
61 years, male, white, alive, 1947 days
7210.1
TCGA-HC-7821-01A
54 years, male, white, alive, 956 days
7141.7
TCGA-V1-A8WW-01A
60 years, male, alive, 1078 days
7108.2
TCGA-MG-AAMC-01A
59 years, male, alive, 173 days
7081.8
TCGA-FC-A6HD-01A
77 years, male, alive, 789 days
7069.5
TCGA-EJ-5505-01A
57 years, male, white, alive, 922 days
7055.6
TCGA-VN-A88I-01A
59 years, male, alive, 269 days
6990.8
TCGA-EJ-5516-01A
49 years, male, white, alive, 1889 days
6912.4
TCGA-EJ-7793-01A
49 years, male, white, alive, 114 days
6733.7
TCGA-J4-A67M-01A
55 years, male, alive, 941 days
6650.1
TCGA-EJ-5498-01A
56 years, male, white, alive, 1720 days
6627.4
TCGA-G9-6336-01A
57 years, male, white, alive, 2068 days
6575.2
TCGA-XJ-A9DQ-01A
male, alive, 91 days
6493.9
TCGA-EJ-5497-01A
48 years, male, white, alive, 405 days
6458.9
TCGA-EJ-5522-01A
51 years, male, white, alive, 2079 days
6337.6
TCGA-EJ-7328-01A
70 years, male, white, alive, 842 days
6300.5
TCGA-H9-A6BX-01A
60 years, male, alive, 941 days
6160.4
TCGA-EJ-A8FU-01A
64 years, male, alive, 138 days
6096.7
TCGA-KC-A4BR-01A
76 years, male, alive, 1349 days
6019.7
TCGA-J4-A83K-01A
52 years, male, alive, 328 days
5960.4
TCGA-J4-A67L-01A
54 years, male, alive, 770 days
5905.5
TCGA-EJ-8470-01A
58 years, male, alive, 1159 days
5900.1
TCGA-TP-A8TV-01A
62 years, male, alive, 610 days
5878.5
TCGA-HC-A631-01A
67 years, male, alive, 54 days
5853.2
TCGA-M7-A721-01A
70 years, male, alive, 400 days
5841.6
TCGA-J4-AATZ-01A
66 years, male, alive, 412 days
5807.3
TCGA-EJ-5506-01A
67 years, male, white, alive, 1381 days
5711.5
TCGA-HI-7169-01A
55 years, male, white, alive, 2684 days
5572.5
TCGA-G9-7510-01A
66 years, male, alive, 1185 days
5496.2
TCGA-G9-6494-01A
66 years, male, white, alive, 1771 days
5426.2
TCGA-EJ-7312-01B
58 years, male, alive, 1099 days
5404.1
TCGA-YL-A8HO-01A
67 years, male, alive, 2304 days
5348.7
TCGA-CH-5746-01A
57 years, male, white, alive, 731 days
5200.0
TCGA-KC-A7FA-01A
63 years, male, alive, 598 days
5168.6
TCGA-EJ-5526-01A
56 years, male, white, alive, 1909 days
5080.8
TCGA-G9-6362-01A
57 years, male, white, alive, 1443 days
5079.1
TCGA-XJ-A9DK-01A
male, alive, 275 days
5075.5
TCGA-V1-A9OX-01A
57 years, male, alive, 1134 days
5038.8
TCGA-HC-A8D0-01A
61 years, male, alive, 775 days
5018.7
TCGA-EJ-7317-01A
71 years, male, white, alive, 771 days
4949.8
TCGA-EJ-5508-01A
65 years, male, white, alive, 1965 days
4919.7
TCGA-EJ-7797-01A
53 years, male, white, alive, 983 days
4919.4
TCGA-J9-A52B-01A
62 years, male, alive, 422 days
4804.3
TCGA-XK-AAJR-01A
62 years, male, alive, 1124 days
4780.3
TCGA-G9-6385-01A
66 years, male, white, alive, 830 days
4674.7
TCGA-VP-A87C-01A
67 years, male, alive, 1690 days
4672.8
TCGA-V1-A8MU-01A
57 years, male, alive, 1876 days
4657.0
TCGA-G9-7522-01A
49 years, male, alive, 1078 days
4645.2
TCGA-HC-8257-01A
70 years, male, alive, 726 days
4639.6
TCGA-V1-A9Z8-01A
60 years, male, alive, 827 days
4570.3
TCGA-EJ-AB27-01A
51 years, male, alive, 145 days
4418.9
TCGA-VP-A879-01A
70 years, male, dead, 728 days
4359.7
TCGA-XK-AAJT-01A
75 years, male, alive, 1434 days
4346.7
TCGA-EJ-7791-01A
67 years, male, white, alive, 1118 days
4318.5
TCGA-J4-A67S-01A
63 years, male, alive, 833 days
4288.7
TCGA-FC-7708-01A
52 years, male, asian, alive, 864 days
4270.9
TCGA-KK-A7B1-01A
65 years, male, alive, 1063 days
4224.1
TCGA-EJ-A7NH-01A
56 years, male, alive, 474 days
4193.2
TCGA-HC-8262-01A
57 years, male, alive, 679 days
4137.4
TCGA-EJ-A46E-01A
57 years, male, alive, 524 days
4060.3
TCGA-Y6-A9XI-01A
72 years, male, alive, 526 days
4055.1
TCGA-VN-A88L-01A
54 years, male, alive, 746 days
4047.7
TCGA-HC-7818-01A
66 years, male, white, alive, 938 days
3999.1
TCGA-EJ-A6RC-01A
64 years, male, alive, 873 days
3945.5
TCGA-YL-A8HL-01A
58 years, male, alive, 1565 days
3938.0
TCGA-G9-6356-01A
60 years, male, white, alive, 1434 days
3883.0
TCGA-CH-5740-01A
57 years, male, white, alive, 31 days
3866.6
TCGA-G9-6329-01A
67 years, male, white, alive, 1266 days
3793.0
TCGA-KK-A8IC-01A
54 years, male, alive, 2051 days
3782.6
TCGA-V1-A9OT-01A
62 years, male, alive, 476 days
3737.3
TCGA-CH-5792-01A
57 years, male, white, alive, 91 days
3694.0
TCGA-YL-A8SR-01B
64 years, male, alive, 273 days
3678.3
TCGA-EJ-5527-01A
69 years, male, white, alive, 1778 days
3647.3
TCGA-HC-7233-01A
male, white, alive, 1355 days
3600.1
TCGA-G9-6333-01A
66 years, male, white, alive, 2465 days
3571.9
TCGA-EJ-7331-01A
64 years, male, white, alive, 742 days
3556.7
TCGA-KC-A4BN-01A
55 years, male, alive, 1815 days
3502.2
TCGA-CH-5763-01A
66 years, male, white, alive, 365 days
3451.8
TCGA-HC-8256-01A
53 years, male, alive, 860 days
3434.1
TCGA-V1-A8ML-01A
64 years, male, alive, 448 days
3419.9
TCGA-KK-A7AV-01A
58 years, male, alive, 822 days
3335.1
TCGA-CH-5771-01A
63 years, male, white, alive, 396 days
3306.4
TCGA-EJ-7115-01A
65 years, male, white, alive, 2687 days
3292.8
TCGA-V1-A8WN-01A
48 years, male, alive, 924 days
3260.2
TCGA-ZG-A8QZ-01A
65 years, male, alive, 308 days
3258.7
TCGA-EJ-A65E-01A
67 years, male, alive, 417 days
3234.6
TCGA-XA-A8JR-01A
68 years, male, alive, 376 days
3214.0
TCGA-Y6-A8TL-01A
65 years, male, alive, 992 days
3208.5
TCGA-EJ-7330-01A
68 years, male, white, alive, 191 days
3190.4
TCGA-YL-A8HJ-01A
58 years, male, alive, 1611 days
3173.8
TCGA-QU-A6IP-01A
66 years, male, alive, 2620 days
3164.6
TCGA-2A-A8VV-01A
52 years, male, alive, 671 days
3146.0
TCGA-CH-5761-01A
61 years, male, white, alive, 28 days
3132.5
TCGA-KK-A8IB-01A
65 years, male, alive, 83 days
3108.9
TCGA-KK-A6E1-01A
57 years, male, alive, 2198 days
3107.6
TCGA-J4-A6G1-01A
68 years, male, alive, 769 days
3100.4
TCGA-KK-A6E6-01A
69 years, male, alive, 3447 days
3072.2
TCGA-KK-A8I6-01A
58 years, male, alive, 668 days
3058.3
TCGA-CH-5766-01A
55 years, male, white, alive, 31 days
3044.6
TCGA-EJ-7782-01A
71 years, male, black or african american, alive, 1167 days
3031.4
TCGA-VP-A878-01A
58 years, male, alive, 3130 days
3009.2
TCGA-J4-A6G3-01A
57 years, male, alive, 849 days
3006.2
TCGA-V1-A9OF-01A
50 years, male, alive, 1184 days
2942.7
TCGA-CH-5743-01A
66 years, male, white, alive, 425 days
2933.5
TCGA-XJ-A9DX-01A
male, alive, 973 days
2916.5
TCGA-EJ-5530-01A
61 years, male, white, alive, 1832 days
2908.5
TCGA-YL-A8SK-01B
67 years, male, alive, 1408 days
2906.8
TCGA-HC-7078-01A
69 years, male, white, alive, 1985 days
2883.5
TCGA-G9-A9S0-01A
53 years, male, dead, 791 days
2867.8
TCGA-KK-A7AQ-01A
62 years, male, alive, 1610 days
2845.5
TCGA-G9-6361-01A
61 years, male, white, alive, 1415 days
2813.9
TCGA-EJ-A8FN-01A
58 years, male, alive, 329 days
2776.1
TCGA-EJ-A7NJ-01A
59 years, male, alive, 197 days
2711.4
TCGA-EJ-A65M-01A
65 years, male, alive, 230 days
2692.0
TCGA-X4-A8KS-01A
61 years, male, alive, 979 days
2679.8
TCGA-G9-6348-01A
68 years, male, white, alive, 1515 days
2632.9
TCGA-HC-A6AN-01A
67 years, male, alive, 49 days
2629.0
TCGA-HC-7748-01A
60 years, male, white, alive, 792 days
2604.5
TCGA-VP-A87D-01A
54 years, male, alive, 1853 days
2587.4
TCGA-G9-6370-01A
52 years, male, white, alive, 1156 days
2585.6
TCGA-CH-5769-01A
48 years, male, white, alive, 62 days
2584.3
TCGA-G9-6499-01A
66 years, male, white, alive, 1543 days
2572.9
TCGA-KK-A8I9-01A
61 years, male, alive, 1001 days
2567.9
TCGA-EJ-5542-01A
60 years, male, white, alive, 1513 days
2504.6
TCGA-EJ-5511-01A
55 years, male, black or african american, alive, 1476 days
2497.5
TCGA-EJ-5499-01A
61 years, male, asian, alive, 1415 days
2468.6
TCGA-KK-A59Y-01A
56 years, male, alive, 1968 days
2449.3
TCGA-KK-A7B3-01A
62 years, male, alive, 899 days
2441.6
TCGA-EJ-5502-01A
50 years, male, alive, 1171 days
2438.6
TCGA-CH-5745-01A
68 years, male, white, alive, 91 days
2437.8
TCGA-HI-7170-01A
58 years, male, white, alive, 2522 days
2412.7
TCGA-VN-A88Q-01A
60 years, male, alive, 1366 days
2395.7
TCGA-YL-A8SI-01A
69 years, male, alive, 1614 days
2395.6
TCGA-G9-A9S4-01A
62 years, male, alive, 906 days
2393.0
TCGA-2A-A8VO-01A
57 years, male, alive, 1701 days
2381.4
TCGA-J4-AAU2-01A
59 years, male, alive, 825 days
2367.4
TCGA-EJ-7218-01B
71 years, male, alive, 2542 days
2365.9
TCGA-ZG-A9LN-01A
57 years, male, alive, 115 days
2311.4
TCGA-EJ-5496-01A
59 years, male, white, alive, 595 days
2265.7
TCGA-HC-7752-01A
61 years, male, white, alive, 782 days
2261.8
TCGA-VN-A88M-01A
55 years, male, alive, 189 days
2245.4
TCGA-G9-6364-01A
72 years, male, white, alive, 1198 days
2224.2
TCGA-CH-5744-01A
64 years, male, white, alive, 60 days
2209.9
TCGA-EJ-7783-01A
70 years, male, white, alive, 787 days
2208.4
TCGA-EJ-5521-01A
63 years, male, white, alive, 2279 days
2196.9
TCGA-CH-5768-01A
72 years, male, white, alive, 731 days
2193.4
TCGA-HC-8258-01A
56 years, male, alive, 847 days
2164.8
TCGA-ZG-A9L4-01A
61 years, male, alive, 1108 days
2148.2
TCGA-KK-A6E3-01A
56 years, male, alive, 2056 days
2137.9
TCGA-VN-A88O-01A
49 years, male, alive, 481 days
2130.7
TCGA-VN-A88K-01A
58 years, male, alive, 776 days
2118.5
TCGA-EJ-A46I-01A
57 years, male, alive, 668 days
2105.8
TCGA-G9-6496-01A
61 years, male, white, alive, 1726 days
2103.1
TCGA-V1-A9OY-01A
58 years, male, alive, 1067 days
2097.2
TCGA-HC-A6AL-01A
64 years, male, alive, 67 days
2096.1
TCGA-EJ-5514-01A
66 years, male, white, alive, 1829 days
2075.5
TCGA-KK-A8IG-01A
55 years, male, alive, 2505 days
2068.1
TCGA-G9-6347-01A
59 years, male, alive, 2089 days
2062.0
TCGA-G9-6343-01A
62 years, male, white, alive, 2450 days
2060.3
TCGA-TP-A8TT-01A
64 years, male, alive, 526 days
2018.1
TCGA-ZG-A9LB-01A
72 years, male, alive, 583 days
2007.8
TCGA-TK-A8OK-01A
73 years, male, alive, 27 days
1953.2
TCGA-HC-7230-01A
50 years, male, white, alive, 1001 days
1910.7
TCGA-EJ-5510-01A
49 years, male, white, alive, 1887 days
1901.3
TCGA-KK-A6E7-01A
46 years, male, alive, 2760 days
1869.1
TCGA-G9-7519-01A
58 years, male, alive, 849 days
1868.2
TCGA-XK-AAJA-01A
62 years, male, alive, 930 days
1865.3
TCGA-EJ-5507-01A
54 years, male, white, alive, 1457 days
1864.0
TCGA-J4-A67N-01A
61 years, male, alive, 937 days
1850.8
TCGA-ZG-A8QW-01A
72 years, male, alive, 94 days
1819.9
TCGA-EJ-7314-01A
62 years, male, white, alive, 1150 days
1818.9
TCGA-G9-6339-01A
58 years, male, alive, 2551 days
1808.7
TCGA-HC-A6AP-01A
61 years, male, alive, 71 days
1805.5
TCGA-CH-5741-01A
56 years, male, white, alive, 395 days
1798.9
TCGA-KC-A4BL-01A
65 years, male, alive, 934 days
1793.4
TCGA-EJ-7792-01A
53 years, male, white, alive, 1396 days
1783.4
TCGA-YL-A8SO-01B
64 years, male, alive, 3479 days
1775.0
TCGA-HC-7232-01A
66 years, male, white, alive, 1161 days
1761.4
TCGA-V1-A9OQ-01A
68 years, male, alive, 371 days
1758.2
TCGA-HC-7817-01B
52 years, male, alive, 928 days
1756.3
TCGA-EJ-7325-01B
63 years, male, alive, 1070 days
1752.8
TCGA-KK-A6DY-01A
50 years, male, alive, 4295 days
1744.2
TCGA-XK-AAIV-01A
63 years, male, alive, 1133 days
1738.9
TCGA-J4-A83N-01A
57 years, male, alive, 992 days
1735.0
TCGA-EJ-5531-01A
62 years, male, white, alive, 1273 days
1733.6
TCGA-J4-A67Q-01A
77 years, male, alive, 975 days
1719.1
TCGA-J4-A83I-01A
63 years, male, alive, 685 days
1696.8
TCGA-KK-A7AZ-01A
56 years, male, alive, 1519 days
1662.1
TCGA-CH-5762-01A
60 years, male, white, alive, 1339 days
1660.8
TCGA-HC-7211-01A
62 years, male, white, alive, 1221 days
1656.7
TCGA-EJ-A7NF-01A
56 years, male, alive, 250 days
1646.1
TCGA-XJ-A83G-01A
male, alive, 1461 days
1637.0
TCGA-KC-A7FE-01A
62 years, male, alive, 352 days
1601.2
TCGA-KC-A7F6-01A
64 years, male, alive, 263 days
1596.7
TCGA-EJ-AB20-01A
61 years, male, alive, 131 days
1583.5
TCGA-KK-A6E0-01A
59 years, male, alive, 1483 days
1565.7
TCGA-YL-A8SQ-01B
61 years, male, alive, 2083 days
1557.7
TCGA-EJ-5518-01A
66 years, male, white, alive, 2118 days
1556.5
TCGA-KK-A8IM-01A
55 years, male, alive, 1915 days
1554.1
TCGA-CH-5772-01A
63 years, male, white, alive, 486 days
1550.3
TCGA-M7-A71Y-01A
55 years, male, alive, 493 days
1544.6
TCGA-EJ-5504-01A
65 years, male, white, alive, 1427 days
1542.6
TCGA-J9-A8CK-01A
66 years, male, alive, 321 days
1540.7
TCGA-QU-A6IL-01A
64 years, male, alive, 97 days
1527.8
TCGA-KK-A8IL-01A
65 years, male, dead, 628 days
1521.2
TCGA-CH-5791-01A
72 years, male, white, alive, 1004 days
1498.6
TCGA-HC-7212-01A
56 years, male, white, alive, 870 days
1489.9
TCGA-2A-AAYU-01A
56 years, male, alive, 615 days
1455.8
TCGA-KC-A7FD-01A
62 years, male, alive, 270 days
1453.7
TCGA-EJ-5509-01A
64 years, male, white, alive, 1464 days
1452.3
TCGA-M7-A71Z-01A
62 years, male, alive, 643 days
1449.9
TCGA-HC-7738-01A
58 years, male, white, alive, 964 days
1427.5
TCGA-ZG-A9ND-01A
55 years, male, alive, 410 days
1394.5
TCGA-CH-5767-01A
66 years, male, white, alive, 458 days
1393.5
TCGA-CH-5748-01A
64 years, male, white, alive, 31 days
1367.9
TCGA-X4-A8KQ-01A
65 years, male, alive, 1383 days
1365.9
TCGA-KK-A8I5-01A
55 years, male, alive, 3096 days
1356.7
TCGA-EJ-7781-01A
65 years, male, white, alive, 1073 days
1353.6
TCGA-G9-6377-01A
61 years, male, white, alive, 958 days
1351.2
TCGA-HC-8259-01A
50 years, male, alive, 924 days
1342.7
TCGA-2A-A8VT-01A
47 years, male, alive, 1373 days
1340.1
TCGA-EJ-5495-01A
68 years, male, white, alive, 1760 days
1337.9
TCGA-VP-A87H-01A
76 years, male, alive, 663 days
1336.1
TCGA-YL-A8HK-01A
59 years, male, alive, 1491 days
1333.0
TCGA-ZG-A9LY-01A
60 years, male, alive, 370 days
1319.6
TCGA-J4-A83J-01A
68 years, male, alive, 696 days
1316.7
TCGA-EJ-7794-01A
67 years, male, white, alive, 1306 days
1316.5
TCGA-EJ-7327-01A
61 years, male, white, alive, 923 days
1316.2
TCGA-HC-7819-01A
53 years, male, white, alive, 543 days
1288.8
TCGA-EJ-7786-01A
62 years, male, white, alive, 1096 days
1260.9
TCGA-HC-7213-01A
53 years, male, white, alive, 1219 days
1260.3
TCGA-EJ-7123-01A
59 years, male, white, alive, 2572 days
1235.4
TCGA-XJ-A9DI-01A
male, alive, 1461 days
1195.7
TCGA-ZG-A9LM-01A
72 years, male, alive, 378 days
1183.6
TCGA-ZG-A9LS-01A
64 years, male, alive, 516 days
1177.2
TCGA-V1-A9O7-01A
61 years, male, alive, 2499 days
1157.0
TCGA-EJ-7784-01A
63 years, male, white, alive, 781 days
1146.9
TCGA-CH-5765-01A
55 years, male, white, alive, 700 days
1143.5
TCGA-H9-A6BY-01A
63 years, male, alive, 112 days
1139.8
TCGA-EJ-A65G-01A
57 years, male, alive, 666 days
1139.3
TCGA-YL-A9WL-01A
59 years, male, alive, 740 days
1107.0
TCGA-G9-6378-01A
54 years, male, black or african american, alive, 1155 days
1100.4
TCGA-HC-7744-01A
46 years, male, white, alive, 531 days
1099.9
TCGA-KK-A8IH-01A
50 years, male, alive, 2013 days
1079.4
TCGA-J9-A52C-01A
57 years, male, alive, 178 days
1061.7
TCGA-FC-A5OB-01A
53 years, male, alive, 680 days
1052.0
TCGA-QU-A6IO-01A
53 years, male, alive, 3716 days
1049.1
TCGA-HC-A76W-01A
73 years, male, alive, 213 days
1040.0
TCGA-G9-6373-01A
68 years, male, white, alive, 811 days
1024.6
TCGA-2A-A8W3-01A
70 years, male, alive, 863 days
1006.7
TCGA-HC-7742-01A
58 years, male, white, alive, 938 days
982.2
TCGA-VP-AA1N-01A
70 years, male, alive, 1365 days
980.3
TCGA-XK-AAIR-01A
75 years, male, alive, 972 days
973.5
TCGA-VN-A88N-01A
62 years, male, alive, 766 days
961.0
TCGA-HC-A9TE-01A
64 years, male, alive, 587 days
953.9
TCGA-V1-A9O9-01A
57 years, male, alive, 2870 days
950.2
TCGA-V1-A9OA-01A
62 years, male, alive, 636 days
948.6
TCGA-KK-A7AU-01A
63 years, male, alive, 1775 days
929.9
TCGA-YL-A9WJ-01A
47 years, male, dead, 1855 days
923.1
TCGA-G9-A9S7-01A
55 years, male, alive, 728 days
918.7
TCGA-HC-7081-01A
male, white, alive, 1136 days
911.3
TCGA-ZG-A8QY-01A
67 years, male, alive, 404 days
869.0
TCGA-CH-5737-01A
73 years, male, white, alive, 91 days
868.7
TCGA-ZG-A9LZ-01A
66 years, male, alive, 692 days
860.2
TCGA-EJ-7318-01B
51 years, male, alive, 1029 days
855.1
TCGA-VN-A88R-01A
53 years, male, alive, 784 days
851.7
TCGA-CH-5739-01A
65 years, male, white, alive, 671 days
844.0
TCGA-EJ-8468-01A
64 years, male, alive, 2347 days
831.8
TCGA-CH-5764-01A
66 years, male, white, alive, 31 days
817.9
TCGA-V1-A9OL-01A
66 years, male, alive, 1913 days
808.5
TCGA-G9-6371-01A
58 years, male, white, alive, 1226 days
807.5
TCGA-V1-A8MM-01A
61 years, male, alive, 1195 days
800.1
TCGA-J4-A67K-01A
68 years, male, alive, 1004 days
790.5
TCGA-EJ-A65F-01A
59 years, male, alive, 560 days
775.4
TCGA-HC-7740-01B
59 years, male, white, alive, 717 days
770.9
TCGA-KK-A59X-01A
55 years, male, alive, 2535 days
766.8
TCGA-CH-5794-01A
65 years, male, white, alive, 882 days
763.7
TCGA-XK-AAJP-01A
66 years, male, alive, 1259 days
755.1
TCGA-EJ-7321-01A
57 years, male, black or african american, alive, 824 days
755.1
TCGA-FC-A8O0-01A
68 years, male, alive, 616 days
750.5
TCGA-J9-A8CP-01A
66 years, male, alive, 386 days
748.0
TCGA-YL-A9WY-01A
57 years, male, alive, 1098 days
740.4
TCGA-V1-A8WS-01A
57 years, male, alive, 474 days
732.4
TCGA-KK-A8IJ-01A
59 years, male, alive, 1559 days
726.2
TCGA-KK-A7B0-01A
67 years, male, alive, 1329 days
716.9
TCGA-HI-7168-01A
62 years, male, white, alive, 3323 days
715.9
TCGA-CH-5738-01A
72 years, male, white, alive, 212 days
709.0
TCGA-G9-6332-01A
55 years, male, white, alive, 2657 days
702.6
TCGA-EJ-8472-01A
63 years, male, alive, 756 days
695.9
TCGA-YL-A8SC-01A
66 years, male, alive, 1261 days
694.6
TCGA-2A-AAYO-01A
58 years, male, alive, 1272 days
678.0
TCGA-KK-A7AW-01A
57 years, male, alive, 1054 days
676.2
TCGA-CH-5750-01A
72 years, male, white, alive, 396 days
675.1
TCGA-HC-A76X-01A
62 years, male, alive, 150 days
672.4
TCGA-XK-AAK1-01A
62 years, male, alive, 979 days
667.3
TCGA-G9-7525-01A
64 years, male, alive, 994 days
663.7
TCGA-EJ-7785-01A
54 years, male, white, alive, 1177 days
654.2
TCGA-EJ-A7NN-01A
61 years, male, alive, 197 days
642.9
TCGA-CH-5754-01A
65 years, male, white, alive, 62 days
633.4
TCGA-EJ-5494-01A
50 years, male, white, alive, 1477 days
610.8
TCGA-KC-A7F5-01A
54 years, male, alive, 91 days
608.0
TCGA-EJ-5519-01A
64 years, male, white, alive, 1962 days
596.5
TCGA-YL-A9WK-01A
63 years, male, alive, 2136 days
587.0
TCGA-KK-A8IF-01A
57 years, male, alive, 804 days
578.8
TCGA-V1-A8WV-01A
53 years, male, alive, 686 days
563.3
TCGA-KK-A8ID-01A
70 years, male, alive, 2107 days
562.8
TCGA-KK-A7B4-01A
64 years, male, alive, 987 days
560.5
TCGA-HC-A9TH-01A
58 years, male, alive, 844 days
549.7
TCGA-EJ-5524-01A
57 years, male, white, alive, 1882 days
547.5
TCGA-HC-7079-01A
51 years, male, white, alive, 1184 days
545.5
TCGA-M7-A722-01A
65 years, male, alive, 1060 days
538.6
TCGA-KK-A8II-01A
61 years, male, dead, 3467 days
536.4
TCGA-HI-7171-01A
56 years, male, white, dead, 1329 days
524.0
TCGA-CH-5790-01A
64 years, male, white, alive, 974 days
522.9
TCGA-VP-A876-01A
46 years, male, alive, 3333 days
518.5
TCGA-EJ-7125-01A
45 years, male, white, alive, 2850 days
517.8
TCGA-HC-8261-01A
48 years, male, alive, 546 days
504.4
TCGA-V1-A8X3-01A
52 years, male, alive, 202 days
487.1
TCGA-2A-AAYF-01A
57 years, male, alive, 1364 days
478.2
TCGA-EJ-7788-01A
53 years, male, white, alive, 859 days
477.4
TCGA-EJ-5517-01A
55 years, male, white, alive, 1889 days
474.4
TCGA-M7-A725-01A
56 years, male, alive, 573 days
465.5
TCGA-HC-7749-01A
70 years, male, white, alive, 724 days
456.7
TCGA-XK-AAJ3-01A
56 years, male, alive, 1262 days
442.3
TCGA-V1-A8WL-01A
65 years, male, alive, 1948 days
441.1
TCGA-YL-A8SA-01A
69 years, male, alive, 512 days
437.7
TCGA-YL-A8SP-01B
58 years, male, alive, 2366 days
434.8
TCGA-EJ-7315-01A
68 years, male, white, alive, 1008 days
433.8
TCGA-ZG-A9N3-01A
73 years, male, alive, 349 days
433.3
TCGA-2A-A8VX-01A
70 years, male, alive, 1378 days
429.9
TCGA-HC-A6AO-01A
52 years, male, alive, 530 days
425.7
TCGA-VP-A87E-01A
59 years, male, alive, 2037 days
425.6
TCGA-EJ-5532-01A
57 years, male, white, alive, 1828 days
415.9
TCGA-J4-A83M-01A
64 years, male, alive, 543 days
412.1
TCGA-HC-7080-01A
66 years, male, white, alive, 1106 days
405.6
TCGA-G9-6498-01A
53 years, male, alive, 1952 days
403.6
TCGA-G9-7523-01A
44 years, male, alive, 857 days
403.6
TCGA-VP-A87K-01A
63 years, male, alive, 1306 days
402.6
TCGA-KK-A6E8-01A
68 years, male, alive, 1770 days
396.7
TCGA-HC-8213-01A
48 years, male, alive, 589 days
393.3
TCGA-KK-A6E4-01A
69 years, male, dead, 3502 days
385.4
TCGA-VN-A943-01A
71 years, male, alive, 496 days
383.7
TCGA-G9-6365-01A
71 years, male, white, alive, 1363 days
376.9
TCGA-G9-6363-01A
64 years, male, white, alive, 1378 days
370.0
TCGA-J9-A8CN-01A
53 years, male, alive, 1237 days
363.8
TCGA-HC-7075-01A
male, white, alive, 601 days
356.3
TCGA-EJ-8474-01A
70 years, male, alive, 766 days
355.5
TCGA-FC-7961-01A
62 years, male, white, alive, 469 days
351.5
TCGA-HC-7737-01A
55 years, male, black or african american, alive, 1090 days
349.1
TCGA-J9-A52D-01A
71 years, male, alive, 212 days
344.7
TCGA-V1-A9ZG-01A
65 years, male, alive, 1517 days
343.1
TCGA-YL-A8S9-01A
63 years, male, alive, 1842 days
342.7
TCGA-HC-A48F-01A
47 years, male, alive, 680 days
339.9
TCGA-HC-7231-01A
66 years, male, white, alive, 939 days
337.1
TCGA-YL-A9WI-01A
63 years, male, alive, 1623 days
337.0
TCGA-G9-6369-01A
55 years, male, white, alive, 1215 days
333.2
TCGA-HC-7750-01A
50 years, male, white, alive, 522 days
327.7
TCGA-EJ-A7NM-01A
64 years, male, alive, 128 days
327.2
TCGA-XJ-A83F-01A
male, alive, 1127 days
326.2
TCGA-YL-A8SJ-01B
60 years, male, alive, 1395 days
324.7
TCGA-HC-A8CY-01A
63 years, male, alive, 290 days
322.8
TCGA-EJ-A8FS-01A
66 years, male, alive, 266 days
321.6
TCGA-V1-A9OH-01A
64 years, male, alive, 2403 days
316.7
TCGA-ZG-A8QX-01A
56 years, male, alive, 442 days
300.4
TCGA-J4-8198-01A
49 years, male, alive, 614 days
297.5
TCGA-EJ-A65J-01A
62 years, male, alive, 451 days
295.6
TCGA-HC-7077-01A
64 years, male, black or african american, alive, 2115 days
277.6
TCGA-HC-7210-01A
74 years, male, white, alive, 868 days
262.7
TCGA-XQ-A8TB-01A
67 years, male, alive, 770 days
261.1
TCGA-KK-A8IK-01A
56 years, male, alive, 2052 days
260.8
TCGA-YL-A8S8-01A
68 years, male, alive, 1890 days
254.7
TCGA-CH-5788-01A
69 years, male, white, alive, 821 days
254.4
TCGA-KK-A8I4-01A
64 years, male, alive, 2259 days
253.0
TCGA-KK-A8I8-01A
69 years, male, alive, 967 days
252.6
TCGA-V1-A8MG-01A
54 years, male, alive, 857 days
245.0
TCGA-EJ-A46F-01A
57 years, male, alive, 783 days
244.2
TCGA-G9-7521-01A
52 years, male, alive, 942 days
220.9
TCGA-KK-A59V-01A
64 years, male, alive, 3440 days
211.2
TCGA-VP-A87B-01A
63 years, male, alive, 2722 days
210.9
TCGA-CH-5753-01A
70 years, male, white, alive, 31 days
208.9
TCGA-KK-A7AY-01A
60 years, male, alive, 1754 days
208.4
TCGA-2A-A8W1-01A
54 years, male, alive, 112 days
204.3
TCGA-J9-A8CM-01A
66 years, male, alive, 463 days
198.1
TCGA-J9-A8CL-01A
66 years, male, alive, 405 days
188.9
TCGA-ZG-A9KY-01A
73 years, male, alive, 130 days
187.2
TCGA-YL-A8SH-01B
69 years, male, dead, 875 days
185.9
TCGA-YJ-A8SW-01A
male, alive, 148 days
183.5
TCGA-V1-A9ZI-01A
69 years, male, alive, 1640 days
180.1
TCGA-KK-A59Z-01A
66 years, male, alive, 2628 days
176.4
TCGA-M7-A724-01A
64 years, male, alive, 889 days
172.9
TCGA-V1-A9ZR-01A
69 years, male, alive, 1361 days
167.3
TCGA-HC-8265-01B
66 years, male, alive, 483 days
160.6
TCGA-G9-6338-01A
61 years, male, white, alive, 2028 days
158.5
TCGA-EJ-A65D-01A
66 years, male, alive, 393 days
153.2
TCGA-KK-A5A1-01A
72 years, male, dead, 2469 days
150.3
TCGA-EJ-A46H-01A
60 years, male, alive, 724 days
140.3
TCGA-YL-A8HM-01A
66 years, male, alive, 1482 days
136.1
TCGA-J4-A6M7-01A
53 years, male, alive, 512 days
131.6
TCGA-VP-A875-01A
67 years, male, alive, 2309 days
130.8
TCGA-KK-A8IA-01A
69 years, male, alive, 1931 days
127.1
TCGA-ZG-A9MC-01A
69 years, male, alive, 455 days
118.1
TCGA-VP-A87J-01A
56 years, male, alive, 1774 days
102.1
TCGA-V1-A9O5-01A
65 years, male, alive, 1932 days
101.7
TCGA-EJ-A46G-01A
71 years, male, alive, 668 days
101.1
TCGA-V1-A9Z7-01A
55 years, male, alive, 874 days
100.0
TCGA-ZG-A9L0-01A
71 years, male, alive, 355 days
94.8
TCGA-EJ-8469-01A
46 years, male, alive, 2324 days
88.2
TCGA-ZG-A9NI-01A
73 years, male, alive, 132 days
83.9
TCGA-ZG-A9L2-01A
70 years, male, alive, 1154 days
78.0
TCGA-KK-A6E2-01A
54 years, male, alive, 5024 days
77.5
TCGA-QU-A6IN-01A
61 years, male, alive, 4264 days
76.1
TCGA-4L-AA1F-01A
64 years, male, alive, 350 days
73.5
TCGA-EJ-7789-01A
66 years, male, black or african american, alive, 1105 days
71.3
TCGA-HC-A4ZV-01A
56 years, male, alive, 23 days
58.6
TCGA-J9-A52E-01A
65 years, male, alive, 323 days
52.0
TCGA-XQ-A8TA-01A
59 years, male, dead, 146 days
43.7
TCGA-WW-A8ZI-01A
70 years, male, alive, 449 days
41.6
TCGA-XK-AAIW-01A
78 years, male, alive, 1218 days
37.9
TCGA-ZG-A9L5-01A
58 years, male, alive, 908 days
37.1
TCGA-KC-A4BV-01A
66 years, male, alive, 1328 days
36.7
TCGA-HC-A632-01A
68 years, male, alive, 61 days
34.2
TCGA-ZG-A9L9-01A
60 years, male, alive, 617 days
31.0
TCGA-CH-5751-01A
68 years, male, white, alive, 1065 days
30.1
TCGA-FC-A4JI-01A
71 years, male, alive, 877 days
29.8
TCGA-YL-A8SL-01B
74 years, male, alive, 987 days
29.3
TCGA-KK-A7AP-01A
55 years, male, alive, 196 days
20.2
TCGA-ZG-A9L1-01A
66 years, male, alive, 1302 days
13.6
TCGA-CH-5752-01A
66 years, male, white, alive, 943 days
13.1
TCGA-EJ-5525-01A
67 years, male, white, alive, 1115 days
4.5
TCGA-ZG-A9M4-01A
65 years, male, alive, 547 days
1.1
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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.