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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
6297.6
Number of samples
494
Samples
Sample
Description
FPKM
TCGA-HC-7752-01A
61 years, male, white, alive, 782 days
41738.5
TCGA-HI-7169-01A
55 years, male, white, alive, 2684 days
34878.5
TCGA-X4-A8KS-01A
61 years, male, alive, 979 days
32365.8
TCGA-V1-A9OT-01A
62 years, male, alive, 476 days
30837.8
TCGA-G9-6343-01A
62 years, male, white, alive, 2450 days
29361.7
TCGA-G9-6498-01A
53 years, male, alive, 1952 days
27417.0
TCGA-ZG-A9LM-01A
72 years, male, alive, 378 days
23498.9
TCGA-V1-A8MF-01A
66 years, male, alive, 1449 days
21560.1
TCGA-V1-A9ZI-01A
69 years, male, alive, 1640 days
20077.3
TCGA-WW-A8ZI-01A
70 years, male, alive, 449 days
19789.1
TCGA-X4-A8KQ-01A
65 years, male, alive, 1383 days
19470.8
TCGA-G9-6362-01A
57 years, male, white, alive, 1443 days
18886.7
TCGA-HC-7745-01A
65 years, male, white, alive, 721 days
18475.2
TCGA-HI-7170-01A
58 years, male, white, alive, 2522 days
17773.6
TCGA-KK-A59Z-01A
66 years, male, alive, 2628 days
17748.4
TCGA-2A-AAYO-01A
58 years, male, alive, 1272 days
16804.4
TCGA-MG-AAMC-01A
59 years, male, alive, 173 days
15948.6
TCGA-KK-A7AQ-01A
62 years, male, alive, 1610 days
15920.5
TCGA-G9-6338-01A
61 years, male, white, alive, 2028 days
15706.1
TCGA-HC-A9TE-01A
64 years, male, alive, 587 days
15642.0
TCGA-ZG-A9L9-01A
60 years, male, alive, 617 days
15293.6
TCGA-J9-A8CN-01A
53 years, male, alive, 1237 days
14760.6
TCGA-G9-6496-01A
61 years, male, white, alive, 1726 days
14724.4
TCGA-2A-A8VX-01A
70 years, male, alive, 1378 days
14699.3
TCGA-XJ-A9DX-01A
male, alive, 973 days
14486.7
TCGA-EJ-7317-01A
71 years, male, white, alive, 771 days
14389.3
TCGA-M7-A723-01A
54 years, male, alive, 763 days
14052.4
TCGA-XA-A8JR-01A
68 years, male, alive, 376 days
13968.8
TCGA-VN-A88P-01A
60 years, male, alive, 1260 days
13955.1
TCGA-2A-A8VO-01A
57 years, male, alive, 1701 days
13621.0
TCGA-V1-A9OX-01A
57 years, male, alive, 1134 days
13415.9
TCGA-ZG-A9LB-01A
72 years, male, alive, 583 days
13240.8
TCGA-ZG-A9M4-01A
65 years, male, alive, 547 days
13218.8
TCGA-KK-A5A1-01A
72 years, male, dead, 2469 days
13092.0
TCGA-HC-A8D1-01A
68 years, male, alive, 573 days
12941.7
TCGA-J9-A8CL-01A
66 years, male, alive, 405 days
12637.5
TCGA-KK-A8IB-01A
65 years, male, alive, 83 days
12635.0
TCGA-G9-6373-01A
68 years, male, white, alive, 811 days
12585.0
TCGA-V1-A9OA-01A
62 years, male, alive, 636 days
12565.7
TCGA-G9-6369-01A
55 years, male, white, alive, 1215 days
12306.5
TCGA-KK-A8IG-01A
55 years, male, alive, 2505 days
12303.8
TCGA-FC-A8O0-01A
68 years, male, alive, 616 days
12254.3
TCGA-EJ-A7NF-01A
56 years, male, alive, 250 days
12176.2
TCGA-J9-A52E-01A
65 years, male, alive, 323 days
11904.6
TCGA-EJ-5517-01A
55 years, male, white, alive, 1889 days
11869.8
TCGA-HC-7078-01A
69 years, male, white, alive, 1985 days
11705.8
TCGA-HC-8262-01A
57 years, male, alive, 679 days
11682.9
TCGA-XJ-A83F-01A
male, alive, 1127 days
11546.1
TCGA-KK-A7B0-01A
67 years, male, alive, 1329 days
11510.2
TCGA-M7-A71Z-01A
62 years, male, alive, 643 days
11301.2
TCGA-EJ-AB20-01A
61 years, male, alive, 131 days
11272.7
TCGA-ZG-A9L6-01A
64 years, male, alive, 687 days
11265.5
TCGA-KC-A7FA-01A
63 years, male, alive, 598 days
11113.2
TCGA-EJ-A46G-01A
71 years, male, alive, 668 days
10852.6
TCGA-ZG-A9NI-01A
73 years, male, alive, 132 days
10782.4
TCGA-KK-A8IK-01A
56 years, male, alive, 2052 days
10734.6
TCGA-TP-A8TV-01A
62 years, male, alive, 610 days
10582.3
TCGA-HC-A632-01A
68 years, male, alive, 61 days
10515.3
TCGA-G9-7519-01A
58 years, male, alive, 849 days
10469.1
TCGA-G9-7523-01A
44 years, male, alive, 857 days
10391.2
TCGA-V1-A9OQ-01A
68 years, male, alive, 371 days
10321.2
TCGA-CH-5751-01A
68 years, male, white, alive, 1065 days
10283.4
TCGA-XJ-A9DQ-01A
male, alive, 91 days
10225.1
TCGA-YL-A8SH-01B
69 years, male, dead, 875 days
10217.1
TCGA-V1-A9Z8-01A
60 years, male, alive, 827 days
10141.6
TCGA-G9-7525-01A
64 years, male, alive, 994 days
10112.6
TCGA-J4-AAU2-01A
59 years, male, alive, 825 days
10003.8
TCGA-KK-A7AY-01A
60 years, male, alive, 1754 days
9891.4
TCGA-KK-A59V-01A
64 years, male, alive, 3440 days
9887.8
TCGA-YL-A8HJ-01A
58 years, male, alive, 1611 days
9838.0
TCGA-EJ-7325-01B
63 years, male, alive, 1070 days
9832.6
TCGA-VN-A88O-01A
49 years, male, alive, 481 days
9771.9
TCGA-ZG-A8QX-01A
56 years, male, alive, 442 days
9767.8
TCGA-G9-6339-01A
58 years, male, alive, 2551 days
9587.9
TCGA-V1-A9OH-01A
64 years, male, alive, 2403 days
9575.7
TCGA-VN-A88M-01A
55 years, male, alive, 189 days
9478.6
TCGA-VP-A87B-01A
63 years, male, alive, 2722 days
9396.1
TCGA-XK-AAK1-01A
62 years, male, alive, 979 days
9370.5
TCGA-G9-6378-01A
54 years, male, black or african american, alive, 1155 days
9366.6
TCGA-YL-A8SB-01A
62 years, male, alive, 1719 days
9310.3
TCGA-VN-A88L-01A
54 years, male, alive, 746 days
9276.7
TCGA-HC-7750-01A
50 years, male, white, alive, 522 days
9255.1
TCGA-V1-A8WS-01A
57 years, male, alive, 474 days
9142.6
TCGA-EJ-7115-01A
65 years, male, white, alive, 2687 days
9079.4
TCGA-M7-A722-01A
65 years, male, alive, 1060 days
8979.0
TCGA-HI-7168-01A
62 years, male, white, alive, 3323 days
8964.7
TCGA-EJ-A8FN-01A
58 years, male, alive, 329 days
8947.8
TCGA-ZG-A9LU-01A
67 years, male, alive, 579 days
8913.0
TCGA-ZG-A9ND-01A
55 years, male, alive, 410 days
8856.3
TCGA-QU-A6IM-01A
59 years, male, alive, 1247 days
8842.3
TCGA-EJ-A65M-01A
65 years, male, alive, 230 days
8771.5
TCGA-EJ-A7NH-01A
56 years, male, alive, 474 days
8769.2
TCGA-XK-AAJT-01A
75 years, male, alive, 1434 days
8743.1
TCGA-EJ-A6RA-01A
70 years, male, alive, 353 days
8692.0
TCGA-HC-8213-01A
48 years, male, alive, 589 days
8679.4
TCGA-EJ-A8FP-01A
59 years, male, alive, 299 days
8667.6
TCGA-HC-A631-01A
67 years, male, alive, 54 days
8523.1
TCGA-HC-8257-01A
70 years, male, alive, 726 days
8503.6
TCGA-G9-6354-01A
55 years, male, alive, 2066 days
8458.1
TCGA-ZG-A9MC-01A
69 years, male, alive, 455 days
8456.7
TCGA-J9-A8CK-01A
66 years, male, alive, 321 days
8430.6
TCGA-EJ-A65G-01A
57 years, male, alive, 666 days
8401.7
TCGA-CH-5794-01A
65 years, male, white, alive, 882 days
8369.4
TCGA-YL-A8SQ-01B
61 years, male, alive, 2083 days
8354.3
TCGA-EJ-8474-01A
70 years, male, alive, 766 days
8330.6
TCGA-XQ-A8TA-01A
59 years, male, dead, 146 days
8325.6
TCGA-ZG-A9LN-01A
57 years, male, alive, 115 days
8274.0
TCGA-YL-A8S8-01A
68 years, male, alive, 1890 days
8259.2
TCGA-HC-7075-01A
male, white, alive, 601 days
8170.8
TCGA-TK-A8OK-01A
73 years, male, alive, 27 days
8153.9
TCGA-G9-6336-01A
57 years, male, white, alive, 2068 days
8099.8
TCGA-ZG-A9KY-01A
73 years, male, alive, 130 days
7943.0
TCGA-YL-A9WK-01A
63 years, male, alive, 2136 days
7805.6
TCGA-KK-A6E8-01A
68 years, male, alive, 1770 days
7795.5
TCGA-G9-6365-01A
71 years, male, white, alive, 1363 days
7792.8
TCGA-J4-A67Q-01A
77 years, male, alive, 975 days
7789.5
TCGA-G9-6356-01A
60 years, male, white, alive, 1434 days
7763.8
TCGA-G9-6329-01A
67 years, male, white, alive, 1266 days
7693.4
TCGA-EJ-A7NN-01A
61 years, male, alive, 197 days
7689.7
TCGA-HC-8216-01A
58 years, male, alive, 682 days
7683.8
TCGA-EJ-7328-01A
70 years, male, white, alive, 842 days
7497.5
TCGA-J9-A52C-01A
57 years, male, alive, 178 days
7491.2
TCGA-YL-A8SO-01B
64 years, male, alive, 3479 days
7397.1
TCGA-HC-A8D0-01A
61 years, male, alive, 775 days
7376.9
TCGA-KK-A7B3-01A
62 years, male, alive, 899 days
7376.3
TCGA-KK-A7B2-01A
68 years, male, alive, 1099 days
7352.2
TCGA-EJ-5512-01A
46 years, male, white, alive, 1733 days
7341.6
TCGA-VN-A88I-01A
59 years, male, alive, 269 days
7244.4
TCGA-G9-A9S0-01A
53 years, male, dead, 791 days
7226.9
TCGA-G9-6499-01A
66 years, male, white, alive, 1543 days
7207.0
TCGA-HC-A76W-01A
73 years, male, alive, 213 days
7186.7
TCGA-YL-A8S9-01A
63 years, male, alive, 1842 days
7167.7
TCGA-V1-A8MM-01A
61 years, male, alive, 1195 days
7166.6
TCGA-KK-A8I7-01A
55 years, male, alive, 2002 days
7162.9
TCGA-2A-A8W1-01A
54 years, male, alive, 112 days
7129.0
TCGA-EJ-7793-01A
49 years, male, white, alive, 114 days
7126.5
TCGA-YL-A8HO-01A
67 years, male, alive, 2304 days
7106.7
TCGA-XK-AAJA-01A
62 years, male, alive, 930 days
7106.5
TCGA-G9-6353-01A
58 years, male, white, alive, 1542 days
7104.4
TCGA-YL-A8SI-01A
69 years, male, alive, 1614 days
7083.1
TCGA-KK-A7AP-01A
55 years, male, alive, 196 days
7061.5
TCGA-EJ-5499-01A
61 years, male, asian, alive, 1415 days
7003.7
TCGA-XJ-A83G-01A
male, alive, 1461 days
6974.3
TCGA-V1-A8ML-01A
64 years, male, alive, 448 days
6905.6
TCGA-VP-A878-01A
58 years, male, alive, 3130 days
6861.9
TCGA-KK-A6E5-01A
63 years, male, alive, 2073 days
6858.1
TCGA-ZG-A9N3-01A
73 years, male, alive, 349 days
6840.5
TCGA-G9-7510-01A
66 years, male, alive, 1185 days
6824.1
TCGA-M7-A71Y-01A
55 years, male, alive, 493 days
6798.8
TCGA-J4-A83L-01A
61 years, male, alive, 720 days
6794.0
TCGA-CH-5746-01A
57 years, male, white, alive, 731 days
6765.2
TCGA-KK-A7AZ-01A
56 years, male, alive, 1519 days
6749.4
TCGA-ZG-A9L5-01A
58 years, male, alive, 908 days
6653.8
TCGA-V1-A8MG-01A
54 years, male, alive, 857 days
6554.4
TCGA-G9-6348-01A
68 years, male, white, alive, 1515 days
6547.2
TCGA-V1-A9O7-01A
61 years, male, alive, 2499 days
6542.1
TCGA-G9-A9S4-01A
62 years, male, alive, 906 days
6533.6
TCGA-J4-A83M-01A
64 years, male, alive, 543 days
6494.4
TCGA-QU-A6IL-01A
64 years, male, alive, 97 days
6479.7
TCGA-EJ-7788-01A
53 years, male, white, alive, 859 days
6451.6
TCGA-M7-A724-01A
64 years, male, alive, 889 days
6450.9
TCGA-ZG-A8QW-01A
72 years, male, alive, 94 days
6440.4
TCGA-G9-6370-01A
52 years, male, white, alive, 1156 days
6354.0
TCGA-HC-A6HX-01A
55 years, male, alive, 38 days
6353.4
TCGA-YL-A8SJ-01B
60 years, male, alive, 1395 days
6347.7
TCGA-KK-A8IA-01A
69 years, male, alive, 1931 days
6347.5
TCGA-HC-8261-01A
48 years, male, alive, 546 days
6344.8
TCGA-EJ-A8FS-01A
66 years, male, alive, 266 days
6343.1
TCGA-ZG-A9LS-01A
64 years, male, alive, 516 days
6269.2
TCGA-EJ-7789-01A
66 years, male, black or african american, alive, 1105 days
6250.1
TCGA-G9-6367-01A
60 years, male, white, alive, 1222 days
6239.5
TCGA-FC-A4JI-01A
71 years, male, alive, 877 days
6224.5
TCGA-EJ-A7NK-01A
58 years, male, alive, 476 days
6161.5
TCGA-G9-6333-01A
66 years, male, white, alive, 2465 days
6158.9
TCGA-2A-A8VL-01A
51 years, male, alive, 621 days
6149.7
TCGA-QU-A6IO-01A
53 years, male, alive, 3716 days
6143.9
TCGA-ZG-A8QY-01A
67 years, male, alive, 404 days
6091.6
TCGA-KK-A8IL-01A
65 years, male, dead, 628 days
6063.3
TCGA-QU-A6IP-01A
66 years, male, alive, 2620 days
6040.6
TCGA-HC-7080-01A
66 years, male, white, alive, 1106 days
6040.3
TCGA-EJ-5515-01A
60 years, male, white, alive, 1832 days
6035.7
TCGA-KC-A4BR-01A
76 years, male, alive, 1349 days
6028.0
TCGA-XK-AAJP-01A
66 years, male, alive, 1259 days
6000.5
TCGA-EJ-A7NG-01A
64 years, male, alive, 432 days
5971.7
TCGA-KK-A7B1-01A
65 years, male, alive, 1063 days
5960.2
TCGA-CH-5767-01A
66 years, male, white, alive, 458 days
5948.0
TCGA-EJ-7312-01B
58 years, male, alive, 1099 days
5924.2
TCGA-H9-A6BX-01A
60 years, male, alive, 941 days
5906.4
TCGA-2A-A8W3-01A
70 years, male, alive, 863 days
5841.6
TCGA-KK-A7AW-01A
57 years, male, alive, 1054 days
5803.2
TCGA-HC-8264-01B
60 years, male, alive, 48 days
5802.8
TCGA-EJ-A6RC-01A
64 years, male, alive, 873 days
5794.6
TCGA-V1-A8WV-01A
53 years, male, alive, 686 days
5763.4
TCGA-EJ-8472-01A
63 years, male, alive, 756 days
5762.5
TCGA-Y6-A8TL-01A
65 years, male, alive, 992 days
5751.1
TCGA-EJ-A46E-01A
57 years, male, alive, 524 days
5744.7
TCGA-HC-A8CY-01A
63 years, male, alive, 290 days
5744.2
TCGA-EJ-7314-01A
62 years, male, white, alive, 1150 days
5730.4
TCGA-V1-A9OF-01A
50 years, male, alive, 1184 days
5714.9
TCGA-KK-A8IF-01A
57 years, male, alive, 804 days
5712.4
TCGA-CH-5768-01A
72 years, male, white, alive, 731 days
5711.5
TCGA-EJ-A46B-01A
66 years, male, alive, 657 days
5705.3
TCGA-CH-5750-01A
72 years, male, white, alive, 396 days
5688.5
TCGA-HC-8260-01A
43 years, male, alive, 686 days
5683.2
TCGA-YL-A8SK-01B
67 years, male, alive, 1408 days
5673.8
TCGA-4L-AA1F-01A
64 years, male, alive, 350 days
5669.7
TCGA-CH-5743-01A
66 years, male, white, alive, 425 days
5669.0
TCGA-EJ-7792-01A
53 years, male, white, alive, 1396 days
5656.2
TCGA-HC-A6HY-01A
51 years, male, alive, 134 days
5655.5
TCGA-HC-7749-01A
70 years, male, white, alive, 724 days
5629.6
TCGA-EJ-7318-01B
51 years, male, alive, 1029 days
5626.7
TCGA-G9-6371-01A
58 years, male, white, alive, 1226 days
5622.4
TCGA-CH-5772-01A
63 years, male, white, alive, 486 days
5610.6
TCGA-V1-A9ZR-01A
69 years, male, alive, 1361 days
5595.0
TCGA-KK-A8I4-01A
64 years, male, alive, 2259 days
5575.6
TCGA-HC-A76X-01A
62 years, male, alive, 150 days
5573.3
TCGA-EJ-A8FU-01A
64 years, male, alive, 138 days
5565.2
TCGA-YL-A8HM-01A
66 years, male, alive, 1482 days
5439.4
TCGA-ZG-A9L1-01A
66 years, male, alive, 1302 days
5417.7
TCGA-HC-A6AN-01A
67 years, male, alive, 49 days
5415.1
TCGA-J4-A67R-01A
65 years, male, alive, 910 days
5388.9
TCGA-G9-6366-01A
61 years, male, white, alive, 1947 days
5310.5
TCGA-J4-AATV-01A
71 years, male, alive, 553 days
5303.1
TCGA-CH-5748-01A
64 years, male, white, alive, 31 days
5273.1
TCGA-ZG-A9L0-01A
71 years, male, alive, 355 days
5272.7
TCGA-YL-A8SR-01B
64 years, male, alive, 273 days
5263.7
TCGA-EJ-A65D-01A
66 years, male, alive, 393 days
5234.2
TCGA-2A-AAYF-01A
57 years, male, alive, 1364 days
5214.6
TCGA-V1-A9Z9-01A
64 years, male, alive, 540 days
5208.8
TCGA-EJ-7218-01B
71 years, male, alive, 2542 days
5139.4
TCGA-KC-A7FE-01A
62 years, male, alive, 352 days
5128.3
TCGA-G9-6377-01A
61 years, male, white, alive, 958 days
5094.3
TCGA-ZG-A9L4-01A
61 years, male, alive, 1108 days
5051.5
TCGA-J9-A52D-01A
71 years, male, alive, 212 days
5044.0
TCGA-KC-A7F3-01A
67 years, male, alive, 665 days
5039.9
TCGA-J9-A8CM-01A
66 years, male, alive, 463 days
5039.9
TCGA-V1-A9Z7-01A
55 years, male, alive, 874 days
5031.0
TCGA-XJ-A9DK-01A
male, alive, 275 days
5018.8
TCGA-YJ-A8SW-01A
male, alive, 148 days
4997.9
TCGA-KK-A8I5-01A
55 years, male, alive, 3096 days
4958.2
TCGA-HC-7818-01A
66 years, male, white, alive, 938 days
4946.0
TCGA-CH-5790-01A
64 years, male, white, alive, 974 days
4943.5
TCGA-J4-A67K-01A
68 years, male, alive, 1004 days
4939.6
TCGA-XK-AAJU-01A
65 years, male, alive, 1576 days
4938.0
TCGA-HC-7747-01A
52 years, male, white, alive, 748 days
4927.2
TCGA-ZG-A9LY-01A
60 years, male, alive, 370 days
4922.6
TCGA-G9-6364-01A
72 years, male, white, alive, 1198 days
4918.3
TCGA-2A-A8VV-01A
52 years, male, alive, 671 days
4911.5
TCGA-CH-5792-01A
57 years, male, white, alive, 91 days
4902.5
TCGA-EJ-5494-01A
50 years, male, white, alive, 1477 days
4897.0
TCGA-V1-A8WL-01A
65 years, male, alive, 1948 days
4895.1
TCGA-SU-A7E7-01A
60 years, male, alive, 551 days
4878.6
TCGA-YL-A8SP-01B
58 years, male, alive, 2366 days
4855.6
TCGA-HC-8266-01A
55 years, male, alive, 473 days
4850.6
TCGA-EJ-7123-01A
59 years, male, white, alive, 2572 days
4844.7
TCGA-XJ-A9DI-01A
male, alive, 1461 days
4844.0
TCGA-J4-A83N-01A
57 years, male, alive, 992 days
4812.6
TCGA-J4-A67T-01A
63 years, male, alive, 183 days
4803.0
TCGA-KC-A7F6-01A
64 years, male, alive, 263 days
4778.9
TCGA-XQ-A8TB-01A
67 years, male, alive, 770 days
4736.2
TCGA-EJ-A46I-01A
57 years, male, alive, 668 days
4732.4
TCGA-CH-5739-01A
65 years, male, white, alive, 671 days
4700.6
TCGA-J9-A52B-01A
62 years, male, alive, 422 days
4689.0
TCGA-EJ-A65J-01A
62 years, male, alive, 451 days
4656.3
TCGA-G9-6385-01A
66 years, male, white, alive, 830 days
4652.8
TCGA-KK-A7AV-01A
58 years, male, alive, 822 days
4650.9
TCGA-VN-A943-01A
71 years, male, alive, 496 days
4637.5
TCGA-CH-5764-01A
66 years, male, white, alive, 31 days
4610.6
TCGA-V1-A9O9-01A
57 years, male, alive, 2870 days
4608.2
TCGA-VN-A88N-01A
62 years, male, alive, 766 days
4608.1
TCGA-H9-A6BY-01A
63 years, male, alive, 112 days
4599.5
TCGA-EJ-7786-01A
62 years, male, white, alive, 1096 days
4592.4
TCGA-HC-7742-01A
58 years, male, white, alive, 938 days
4587.1
TCGA-XK-AAJR-01A
62 years, male, alive, 1124 days
4575.9
TCGA-HC-A6AQ-01A
60 years, male, alive, 106 days
4553.6
TCGA-YL-A9WY-01A
57 years, male, alive, 1098 days
4550.4
TCGA-G9-6342-01A
61 years, male, white, alive, 1696 days
4533.1
TCGA-HC-A48F-01A
47 years, male, alive, 680 days
4531.7
TCGA-VP-A87H-01A
76 years, male, alive, 663 days
4527.0
TCGA-J4-8200-01A
47 years, male, alive, 1218 days
4507.4
TCGA-KC-A7F5-01A
54 years, male, alive, 91 days
4494.0
TCGA-YL-A9WJ-01A
47 years, male, dead, 1855 days
4484.4
TCGA-HC-7821-01A
54 years, male, white, alive, 956 days
4470.6
TCGA-YL-A9WI-01A
63 years, male, alive, 1623 days
4460.7
TCGA-XK-AAJ3-01A
56 years, male, alive, 1262 days
4450.8
TCGA-J4-A6G3-01A
57 years, male, alive, 849 days
4446.9
TCGA-YL-A9WL-01A
59 years, male, alive, 740 days
4444.7
TCGA-HC-7737-01A
55 years, male, black or african american, alive, 1090 days
4418.2
TCGA-KK-A8I8-01A
69 years, male, alive, 967 days
4417.7
TCGA-EJ-5509-01A
64 years, male, white, alive, 1464 days
4416.0
TCGA-KK-A8I9-01A
61 years, male, alive, 1001 days
4414.1
TCGA-HC-7817-01B
52 years, male, alive, 928 days
4414.0
TCGA-CH-5740-01A
57 years, male, white, alive, 31 days
4402.5
TCGA-EJ-A46D-01A
53 years, male, alive, 626 days
4401.4
TCGA-HC-8258-01A
56 years, male, alive, 847 days
4397.1
TCGA-J4-A67O-01A
59 years, male, alive, 839 days
4387.1
TCGA-CH-5744-01A
64 years, male, white, alive, 60 days
4380.8
TCGA-G9-6351-01A
51 years, male, white, alive, 2048 days
4380.5
TCGA-EJ-7797-01A
53 years, male, white, alive, 983 days
4373.8
TCGA-EJ-5531-01A
62 years, male, white, alive, 1273 days
4330.7
TCGA-EJ-A65B-01A
55 years, male, alive, 710 days
4326.4
TCGA-M7-A720-01A
53 years, male, alive, 384 days
4318.0
TCGA-ZG-A9L2-01A
70 years, male, alive, 1154 days
4316.0
TCGA-EJ-AB27-01A
51 years, male, alive, 145 days
4311.9
TCGA-YL-A9WX-01A
68 years, male, alive, 1518 days
4297.0
TCGA-M7-A721-01A
70 years, male, alive, 400 days
4293.8
TCGA-CH-5771-01A
63 years, male, white, alive, 396 days
4288.9
TCGA-KK-A6E6-01A
69 years, male, alive, 3447 days
4274.4
TCGA-EJ-5521-01A
63 years, male, white, alive, 2279 days
4224.2
TCGA-V1-A9OY-01A
58 years, male, alive, 1067 days
4217.3
TCGA-CH-5761-01A
61 years, male, white, alive, 28 days
4209.3
TCGA-V1-A8WW-01A
60 years, male, alive, 1078 days
4207.4
TCGA-TP-A8TT-01A
64 years, male, alive, 526 days
4193.7
TCGA-G9-6347-01A
59 years, male, alive, 2089 days
4187.8
TCGA-EJ-5505-01A
57 years, male, white, alive, 922 days
4185.1
TCGA-J4-AATZ-01A
66 years, male, alive, 412 days
4184.7
TCGA-EJ-5506-01A
67 years, male, white, alive, 1381 days
4181.6
TCGA-KK-A8IM-01A
55 years, male, alive, 1915 days
4179.5
TCGA-HC-7231-01A
66 years, male, white, alive, 939 days
4175.1
TCGA-CH-5741-01A
56 years, male, white, alive, 395 days
4170.7
TCGA-CH-5765-01A
55 years, male, white, alive, 700 days
4146.1
TCGA-EJ-5504-01A
65 years, male, white, alive, 1427 days
4121.3
TCGA-G9-6384-01A
53 years, male, white, alive, 765 days
4108.2
TCGA-KK-A8I6-01A
58 years, male, alive, 668 days
4106.5
TCGA-HI-7171-01A
56 years, male, white, dead, 1329 days
4103.6
TCGA-CH-5769-01A
48 years, male, white, alive, 62 days
4088.9
TCGA-KK-A8IJ-01A
59 years, male, alive, 1559 days
4084.4
TCGA-G9-A9S7-01A
55 years, male, alive, 728 days
4081.0
TCGA-EJ-A8FO-01A
51 years, male, alive, 282 days
4067.5
TCGA-CH-5753-01A
70 years, male, white, alive, 31 days
4040.3
TCGA-VN-A88K-01A
58 years, male, alive, 776 days
4034.5
TCGA-EJ-A46F-01A
57 years, male, alive, 783 days
4004.5
TCGA-CH-5789-01A
61 years, male, white, alive, 304 days
4002.5
TCGA-HC-7233-01A
male, white, alive, 1355 days
3988.9
TCGA-G9-7522-01A
49 years, male, alive, 1078 days
3988.3
TCGA-EJ-5508-01A
65 years, male, white, alive, 1965 days
3982.5
TCGA-VP-A875-01A
67 years, male, alive, 2309 days
3979.5
TCGA-VN-A88R-01A
53 years, male, alive, 784 days
3973.3
TCGA-EJ-7125-01A
45 years, male, white, alive, 2850 days
3971.6
TCGA-G9-7509-01A
48 years, male, alive, 1610 days
3946.6
TCGA-EJ-7794-01A
67 years, male, white, alive, 1306 days
3904.2
TCGA-EJ-7781-01A
65 years, male, white, alive, 1073 days
3901.3
TCGA-EJ-5510-01A
49 years, male, white, alive, 1887 days
3895.4
TCGA-VN-A88Q-01A
60 years, male, alive, 1366 days
3865.1
TCGA-CH-5788-01A
69 years, male, white, alive, 821 days
3860.9
TCGA-CH-5754-01A
65 years, male, white, alive, 62 days
3831.7
TCGA-G9-6379-01A
68 years, male, alive, 1778 days
3814.7
TCGA-CH-5737-01A
73 years, male, white, alive, 91 days
3811.2
TCGA-KC-A4BL-01A
65 years, male, alive, 934 days
3811.0
TCGA-EJ-A7NJ-01A
59 years, male, alive, 197 days
3807.8
TCGA-HC-A4ZV-01A
56 years, male, alive, 23 days
3794.8
TCGA-VP-AA1N-01A
70 years, male, alive, 1365 days
3786.4
TCGA-EJ-5526-01A
56 years, male, white, alive, 1909 days
3782.4
TCGA-HC-7230-01A
50 years, male, white, alive, 1001 days
3774.8
TCGA-EJ-7315-01A
68 years, male, white, alive, 1008 days
3758.3
TCGA-J9-A8CP-01A
66 years, male, alive, 386 days
3749.6
TCGA-EJ-A7NM-01A
64 years, male, alive, 128 days
3736.0
TCGA-J4-A67S-01A
63 years, male, alive, 833 days
3730.5
TCGA-V1-A9ZK-01A
69 years, male, alive, 1383 days
3728.3
TCGA-EJ-5516-01A
49 years, male, white, alive, 1889 days
3704.3
TCGA-G9-6332-01A
55 years, male, white, alive, 2657 days
3701.8
TCGA-EJ-7783-01A
70 years, male, white, alive, 787 days
3691.9
TCGA-VP-A87E-01A
59 years, male, alive, 2037 days
3674.0
TCGA-V1-A9ZG-01A
65 years, male, alive, 1517 days
3661.4
TCGA-HC-7820-01A
72 years, male, white, alive, 747 days
3647.1
TCGA-VP-A872-01A
60 years, male, alive, 3631 days
3640.9
TCGA-J4-A67N-01A
61 years, male, alive, 937 days
3639.7
TCGA-KK-A6E0-01A
59 years, male, alive, 1483 days
3639.2
TCGA-G9-6494-01A
66 years, male, white, alive, 1771 days
3637.9
TCGA-V1-A9OL-01A
66 years, male, alive, 1913 days
3612.0
TCGA-YL-A8SA-01A
69 years, male, alive, 512 days
3610.0
TCGA-HC-8259-01A
50 years, male, alive, 924 days
3605.3
TCGA-KK-A8IC-01A
54 years, male, alive, 2051 days
3551.7
TCGA-G9-7521-01A
52 years, male, alive, 942 days
3551.4
TCGA-J4-A6G1-01A
68 years, male, alive, 769 days
3540.9
TCGA-H9-7775-01A
68 years, male, white, alive, 185 days
3538.9
TCGA-XK-AAIR-01A
75 years, male, alive, 972 days
3523.9
TCGA-CH-5763-01A
66 years, male, white, alive, 365 days
3523.4
TCGA-J4-A83J-01A
68 years, male, alive, 696 days
3522.1
TCGA-EJ-5532-01A
57 years, male, white, alive, 1828 days
3471.9
TCGA-V1-A8MK-01A
42 years, male, alive, 508 days
3471.6
TCGA-EJ-8470-01A
58 years, male, alive, 1159 days
3460.8
TCGA-KC-A4BN-01A
55 years, male, alive, 1815 days
3459.5
TCGA-VP-A879-01A
70 years, male, dead, 728 days
3452.2
TCGA-HC-7738-01A
58 years, male, white, alive, 964 days
3408.6
TCGA-G9-6361-01A
61 years, male, white, alive, 1415 days
3407.2
TCGA-ZG-A9LZ-01A
66 years, male, alive, 692 days
3402.9
TCGA-VP-A87K-01A
63 years, male, alive, 1306 days
3390.0
TCGA-CH-5738-01A
72 years, male, white, alive, 212 days
3371.6
TCGA-EJ-5501-01A
55 years, male, white, alive, 1365 days
3357.0
TCGA-ZG-A8QZ-01A
65 years, male, alive, 308 days
3353.6
TCGA-HC-7211-01A
62 years, male, white, alive, 1221 days
3352.2
TCGA-EJ-5497-01A
48 years, male, white, alive, 405 days
3351.9
TCGA-XK-AAIV-01A
63 years, male, alive, 1133 days
3323.9
TCGA-EJ-A46H-01A
60 years, male, alive, 724 days
3302.1
TCGA-EJ-A65F-01A
59 years, male, alive, 560 days
3294.4
TCGA-Y6-A9XI-01A
72 years, male, alive, 526 days
3283.9
TCGA-HC-8256-01A
53 years, male, alive, 860 days
3279.4
TCGA-YL-A8HK-01A
59 years, male, alive, 1491 days
3274.9
TCGA-FC-A66V-01A
74 years, male, alive, 524 days
3247.1
TCGA-VP-A876-01A
46 years, male, alive, 3333 days
3240.9
TCGA-EJ-5503-01A
50 years, male, white, alive, 1391 days
3216.4
TCGA-KK-A59Y-01A
56 years, male, alive, 1968 days
3216.4
TCGA-J4-A67L-01A
54 years, male, alive, 770 days
3209.5
TCGA-KK-A8IH-01A
50 years, male, alive, 2013 days
3192.1
TCGA-EJ-5524-01A
57 years, male, white, alive, 1882 days
3192.1
TCGA-EJ-7784-01A
63 years, male, white, alive, 781 days
3186.8
TCGA-V1-A8X3-01A
52 years, male, alive, 202 days
3178.1
TCGA-CH-5762-01A
60 years, male, white, alive, 1339 days
3176.6
TCGA-QU-A6IN-01A
61 years, male, alive, 4264 days
3148.5
TCGA-HC-A9TH-01A
58 years, male, alive, 844 days
3146.5
TCGA-KK-A8II-01A
61 years, male, dead, 3467 days
3126.1
TCGA-KK-A7AU-01A
63 years, male, alive, 1775 days
3091.2
TCGA-J4-A83K-01A
52 years, male, alive, 328 days
3090.3
TCGA-EJ-5518-01A
66 years, male, white, alive, 2118 days
3077.0
TCGA-HC-7209-01A
60 years, male, white, alive, 440 days
3055.4
TCGA-CH-5791-01A
72 years, male, white, alive, 1004 days
3048.5
TCGA-KK-A6E3-01A
56 years, male, alive, 2056 days
3016.8
TCGA-EJ-5522-01A
51 years, male, white, alive, 2079 days
2995.3
TCGA-V1-A8MU-01A
57 years, male, alive, 1876 days
2995.2
TCGA-HC-7232-01A
66 years, male, white, alive, 1161 days
2945.4
TCGA-HC-7081-01A
male, white, alive, 1136 days
2935.7
TCGA-HC-7819-01A
53 years, male, white, alive, 543 days
2888.3
TCGA-HC-7079-01A
51 years, male, white, alive, 1184 days
2861.3
TCGA-V1-A9O5-01A
65 years, male, alive, 1932 days
2834.9
TCGA-KK-A7B4-01A
64 years, male, alive, 987 days
2830.5
TCGA-KC-A4BV-01A
66 years, male, alive, 1328 days
2826.8
TCGA-YL-A9WH-01A
67 years, male, alive, 427 days
2819.7
TCGA-HC-7077-01A
64 years, male, black or african american, alive, 2115 days
2813.8
TCGA-EJ-A65E-01A
67 years, male, alive, 417 days
2812.4
TCGA-CH-5745-01A
68 years, male, white, alive, 91 days
2797.1
TCGA-KK-A6E2-01A
54 years, male, alive, 5024 days
2795.7
TCGA-KC-A7FD-01A
62 years, male, alive, 270 days
2788.2
TCGA-KK-A59X-01A
55 years, male, alive, 2535 days
2775.0
TCGA-EJ-5502-01A
50 years, male, alive, 1171 days
2774.4
TCGA-J4-A83I-01A
63 years, male, alive, 685 days
2761.3
TCGA-EJ-8468-01A
64 years, male, alive, 2347 days
2757.8
TCGA-CH-5766-01A
55 years, male, white, alive, 31 days
2724.1
TCGA-KK-A6DY-01A
50 years, male, alive, 4295 days
2718.0
TCGA-EJ-5498-01A
56 years, male, white, alive, 1720 days
2715.7
TCGA-KK-A8ID-01A
70 years, male, alive, 2107 days
2696.8
TCGA-YL-A8HL-01A
58 years, male, alive, 1565 days
2696.0
TCGA-HC-A6AL-01A
64 years, male, alive, 67 days
2645.2
TCGA-2A-A8VT-01A
47 years, male, alive, 1373 days
2637.4
TCGA-2A-AAYU-01A
56 years, male, alive, 615 days
2587.8
TCGA-J4-8198-01A
49 years, male, alive, 614 days
2585.3
TCGA-EJ-5527-01A
69 years, male, white, alive, 1778 days
2575.7
TCGA-EJ-7321-01A
57 years, male, black or african american, alive, 824 days
2551.5
TCGA-EJ-7791-01A
67 years, male, white, alive, 1118 days
2491.7
TCGA-HC-A6AO-01A
52 years, male, alive, 530 days
2490.7
TCGA-EJ-7327-01A
61 years, male, white, alive, 923 days
2441.0
TCGA-FC-A6HD-01A
77 years, male, alive, 789 days
2403.9
TCGA-J4-A67M-01A
55 years, male, alive, 941 days
2385.9
TCGA-EJ-7330-01A
68 years, male, white, alive, 191 days
2381.7
TCGA-J4-A6M7-01A
53 years, male, alive, 512 days
2374.4
TCGA-CH-5752-01A
66 years, male, white, alive, 943 days
2370.9
TCGA-EJ-5496-01A
59 years, male, white, alive, 595 days
2351.7
TCGA-FC-7961-01A
62 years, male, white, alive, 469 days
2350.6
TCGA-EJ-5514-01A
66 years, male, white, alive, 1829 days
2326.4
TCGA-EJ-5495-01A
68 years, male, white, alive, 1760 days
2290.3
TCGA-HC-A6AS-01A
70 years, male, alive, 44 days
2286.9
TCGA-FC-7708-01A
52 years, male, asian, alive, 864 days
2179.3
TCGA-M7-A725-01A
56 years, male, alive, 573 days
2174.4
TCGA-YL-A8SL-01B
74 years, male, alive, 987 days
2158.1
TCGA-HC-7748-01A
60 years, male, white, alive, 792 days
2128.9
TCGA-EJ-5525-01A
67 years, male, white, alive, 1115 days
2112.2
TCGA-EJ-7785-01A
54 years, male, white, alive, 1177 days
2109.5
TCGA-KK-A6E1-01A
57 years, male, alive, 2198 days
2094.8
TCGA-KK-A6E7-01A
46 years, male, alive, 2760 days
2051.8
TCGA-V1-A8WN-01A
48 years, male, alive, 924 days
2048.8
TCGA-VP-A87D-01A
54 years, male, alive, 1853 days
2047.1
TCGA-HC-8265-01B
66 years, male, alive, 483 days
2007.3
TCGA-HC-A6AP-01A
61 years, male, alive, 71 days
2006.5
TCGA-EJ-7782-01A
71 years, male, black or african american, alive, 1167 days
2002.4
TCGA-EJ-7331-01A
64 years, male, white, alive, 742 days
1981.8
TCGA-FC-A5OB-01A
53 years, male, alive, 680 days
1918.2
TCGA-EJ-5519-01A
64 years, male, white, alive, 1962 days
1905.3
TCGA-VP-A87C-01A
67 years, male, alive, 1690 days
1901.3
TCGA-HC-7736-01A
59 years, male, white, alive, 1103 days
1873.1
TCGA-XK-AAIW-01A
78 years, male, alive, 1218 days
1857.9
TCGA-EJ-5542-01A
60 years, male, white, alive, 1513 days
1736.8
TCGA-EJ-5507-01A
54 years, male, white, alive, 1457 days
1665.9
TCGA-YL-A8SC-01A
66 years, male, alive, 1261 days
1611.7
TCGA-VP-A87J-01A
56 years, male, alive, 1774 days
1551.0
TCGA-G9-6363-01A
64 years, male, white, alive, 1378 days
1518.1
TCGA-EJ-5530-01A
61 years, male, white, alive, 1832 days
1503.7
TCGA-EJ-5511-01A
55 years, male, black or african american, alive, 1476 days
1465.5
TCGA-HC-7212-01A
56 years, male, white, alive, 870 days
1446.5
TCGA-HC-7210-01A
74 years, male, white, alive, 868 days
1374.5
TCGA-HC-7744-01A
46 years, male, white, alive, 531 days
1242.3
TCGA-HC-7213-01A
53 years, male, white, alive, 1219 days
1238.3
TCGA-HC-7740-01B
59 years, male, white, alive, 717 days
1227.7
TCGA-KK-A6E4-01A
69 years, male, dead, 3502 days
1210.0
TCGA-EJ-8469-01A
46 years, male, alive, 2324 days
844.6
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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.