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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
9334.2
Number of samples
494
Samples
Sample
Description
FPKM
TCGA-HC-7752-01A
61 years, male, white, alive, 782 days
56434.9
TCGA-X4-A8KS-01A
61 years, male, alive, 979 days
46129.3
TCGA-V1-A9OT-01A
62 years, male, alive, 476 days
41163.9
TCGA-HI-7169-01A
55 years, male, white, alive, 2684 days
39415.0
TCGA-G9-6498-01A
53 years, male, alive, 1952 days
32298.1
TCGA-XK-AAJT-01A
75 years, male, alive, 1434 days
29926.2
TCGA-G9-6369-01A
55 years, male, white, alive, 1215 days
28604.4
TCGA-V1-A8MF-01A
66 years, male, alive, 1449 days
28490.5
TCGA-ZG-A9LM-01A
72 years, male, alive, 378 days
28452.9
TCGA-G9-6496-01A
61 years, male, white, alive, 1726 days
28082.3
TCGA-KK-A59Z-01A
66 years, male, alive, 2628 days
26805.8
TCGA-V1-A9OX-01A
57 years, male, alive, 1134 days
26325.6
TCGA-V1-A8WS-01A
57 years, male, alive, 474 days
25654.4
TCGA-X4-A8KQ-01A
65 years, male, alive, 1383 days
25534.1
TCGA-G9-6343-01A
62 years, male, white, alive, 2450 days
25281.0
TCGA-KK-A8IB-01A
65 years, male, alive, 83 days
23869.6
TCGA-KK-A6E8-01A
68 years, male, alive, 1770 days
23739.5
TCGA-G9-6338-01A
61 years, male, white, alive, 2028 days
23659.3
TCGA-J9-A8CN-01A
53 years, male, alive, 1237 days
23351.3
TCGA-QU-A6IM-01A
59 years, male, alive, 1247 days
21991.2
TCGA-MG-AAMC-01A
59 years, male, alive, 173 days
21820.8
TCGA-ZG-A9L0-01A
71 years, male, alive, 355 days
21616.6
TCGA-KK-A7AQ-01A
62 years, male, alive, 1610 days
21263.7
TCGA-VN-A88M-01A
55 years, male, alive, 189 days
20339.9
TCGA-ZG-A9LB-01A
72 years, male, alive, 583 days
20295.8
TCGA-2A-A8VO-01A
57 years, male, alive, 1701 days
19925.7
TCGA-ZG-A8QY-01A
67 years, male, alive, 404 days
19412.9
TCGA-WW-A8ZI-01A
70 years, male, alive, 449 days
18898.5
TCGA-2A-AAYO-01A
58 years, male, alive, 1272 days
18831.5
TCGA-HC-A9TE-01A
64 years, male, alive, 587 days
18370.6
TCGA-V1-A9ZI-01A
69 years, male, alive, 1640 days
18235.5
TCGA-HC-7745-01A
65 years, male, white, alive, 721 days
18180.3
TCGA-YL-A8SO-01B
64 years, male, alive, 3479 days
18005.2
TCGA-ZG-A9L9-01A
60 years, male, alive, 617 days
17932.1
TCGA-G9-6378-01A
54 years, male, black or african american, alive, 1155 days
17789.7
TCGA-FC-A8O0-01A
68 years, male, alive, 616 days
17425.5
TCGA-VP-A87B-01A
63 years, male, alive, 2722 days
16867.5
TCGA-KK-A8IG-01A
55 years, male, alive, 2505 days
16254.9
TCGA-YL-A8S8-01A
68 years, male, alive, 1890 days
16246.4
TCGA-KK-A5A1-01A
72 years, male, dead, 2469 days
16242.2
TCGA-V1-A9OA-01A
62 years, male, alive, 636 days
16237.0
TCGA-XJ-A9DX-01A
male, alive, 973 days
16068.7
TCGA-HC-8262-01A
57 years, male, alive, 679 days
16064.1
TCGA-YL-A8HO-01A
67 years, male, alive, 2304 days
15872.7
TCGA-ZG-A9NI-01A
73 years, male, alive, 132 days
15747.2
TCGA-G9-7519-01A
58 years, male, alive, 849 days
15739.7
TCGA-HC-7078-01A
69 years, male, white, alive, 1985 days
15686.7
TCGA-M7-A723-01A
54 years, male, alive, 763 days
15653.5
TCGA-KK-A7B0-01A
67 years, male, alive, 1329 days
15609.0
TCGA-ZG-A9LU-01A
67 years, male, alive, 579 days
15461.5
TCGA-2A-A8W1-01A
54 years, male, alive, 112 days
15397.1
TCGA-J9-A52C-01A
57 years, male, alive, 178 days
15264.4
TCGA-EJ-A7NF-01A
56 years, male, alive, 250 days
15234.6
TCGA-2A-A8VX-01A
70 years, male, alive, 1378 days
15046.5
TCGA-HC-8264-01B
60 years, male, alive, 48 days
15038.5
TCGA-HC-A631-01A
67 years, male, alive, 54 days
15013.3
TCGA-J4-AAU2-01A
59 years, male, alive, 825 days
14879.1
TCGA-HI-7170-01A
58 years, male, white, alive, 2522 days
14869.0
TCGA-EJ-AB20-01A
61 years, male, alive, 131 days
14728.5
TCGA-G9-6362-01A
57 years, male, white, alive, 1443 days
14680.1
TCGA-J9-A8CK-01A
66 years, male, alive, 321 days
14641.8
TCGA-XA-A8JR-01A
68 years, male, alive, 376 days
14327.1
TCGA-M7-A71Z-01A
62 years, male, alive, 643 days
14282.3
TCGA-EJ-7325-01B
63 years, male, alive, 1070 days
14247.1
TCGA-G9-7523-01A
44 years, male, alive, 857 days
14190.2
TCGA-ZG-A9L6-01A
64 years, male, alive, 687 days
14163.9
TCGA-2A-A8W3-01A
70 years, male, alive, 863 days
14163.3
TCGA-J9-A52E-01A
65 years, male, alive, 323 days
14147.7
TCGA-TP-A8TV-01A
62 years, male, alive, 610 days
14131.3
TCGA-XJ-A83F-01A
male, alive, 1127 days
14113.1
TCGA-G9-6354-01A
55 years, male, alive, 2066 days
14089.7
TCGA-KC-A7FA-01A
63 years, male, alive, 598 days
14016.4
TCGA-EJ-A65G-01A
57 years, male, alive, 666 days
13963.8
TCGA-HC-7750-01A
50 years, male, white, alive, 522 days
13920.2
TCGA-G9-6365-01A
71 years, male, white, alive, 1363 days
13899.9
TCGA-KK-A7AZ-01A
56 years, male, alive, 1519 days
13867.9
TCGA-HI-7168-01A
62 years, male, white, alive, 3323 days
13769.4
TCGA-ZG-A9N3-01A
73 years, male, alive, 349 days
13727.6
TCGA-FC-A4JI-01A
71 years, male, alive, 877 days
13671.9
TCGA-KK-A59V-01A
64 years, male, alive, 3440 days
13483.3
TCGA-G9-6336-01A
57 years, male, white, alive, 2068 days
13413.3
TCGA-ZG-A9M4-01A
65 years, male, alive, 547 days
13392.4
TCGA-4L-AA1F-01A
64 years, male, alive, 350 days
13347.3
TCGA-EJ-7317-01A
71 years, male, white, alive, 771 days
13296.4
TCGA-CH-5765-01A
55 years, male, white, alive, 700 days
13159.2
TCGA-HC-A8D0-01A
61 years, male, alive, 775 days
13099.9
TCGA-J4-A67Q-01A
77 years, male, alive, 975 days
13098.3
TCGA-XQ-A8TB-01A
67 years, male, alive, 770 days
13078.7
TCGA-M7-A722-01A
65 years, male, alive, 1060 days
12942.7
TCGA-J9-A8CL-01A
66 years, male, alive, 405 days
12915.3
TCGA-TK-A8OK-01A
73 years, male, alive, 27 days
12834.9
TCGA-V1-A8WV-01A
53 years, male, alive, 686 days
12811.9
TCGA-YL-A9WI-01A
63 years, male, alive, 1623 days
12772.5
TCGA-EJ-8474-01A
70 years, male, alive, 766 days
12769.3
TCGA-V1-A9OH-01A
64 years, male, alive, 2403 days
12569.4
TCGA-ZG-A9LN-01A
57 years, male, alive, 115 days
12461.5
TCGA-YL-A8HJ-01A
58 years, male, alive, 1611 days
12423.4
TCGA-HC-8261-01A
48 years, male, alive, 546 days
12333.9
TCGA-QU-A6IO-01A
53 years, male, alive, 3716 days
12222.7
TCGA-EJ-A8FN-01A
58 years, male, alive, 329 days
12126.8
TCGA-G9-7525-01A
64 years, male, alive, 994 days
12103.2
TCGA-XJ-A9DQ-01A
male, alive, 91 days
12084.1
TCGA-V1-A9O7-01A
61 years, male, alive, 2499 days
12057.5
TCGA-M7-A724-01A
64 years, male, alive, 889 days
12040.0
TCGA-YL-A8SJ-01B
60 years, male, alive, 1395 days
11936.5
TCGA-G9-6339-01A
58 years, male, alive, 2551 days
11896.8
TCGA-G9-6373-01A
68 years, male, white, alive, 811 days
11888.5
TCGA-HC-7075-01A
male, white, alive, 601 days
11768.7
TCGA-ZG-A8QX-01A
56 years, male, alive, 442 days
11675.1
TCGA-QU-A6IL-01A
64 years, male, alive, 97 days
11610.1
TCGA-V1-A9ZG-01A
65 years, male, alive, 1517 days
11601.8
TCGA-G9-6329-01A
67 years, male, white, alive, 1266 days
11586.4
TCGA-V1-A9Z8-01A
60 years, male, alive, 827 days
11553.7
TCGA-VN-A88P-01A
60 years, male, alive, 1260 days
11546.6
TCGA-YL-A8SH-01B
69 years, male, dead, 875 days
11543.0
TCGA-ZG-A8QW-01A
72 years, male, alive, 94 days
11434.4
TCGA-HC-8257-01A
70 years, male, alive, 726 days
11429.2
TCGA-H9-A6BY-01A
63 years, male, alive, 112 days
11337.0
TCGA-G9-7510-01A
66 years, male, alive, 1185 days
11332.2
TCGA-YL-A8S9-01A
63 years, male, alive, 1842 days
11332.1
TCGA-KC-A7F6-01A
64 years, male, alive, 263 days
11214.1
TCGA-KK-A8IF-01A
57 years, male, alive, 804 days
11198.2
TCGA-G9-6348-01A
68 years, male, white, alive, 1515 days
11162.6
TCGA-KK-A7B2-01A
68 years, male, alive, 1099 days
11072.1
TCGA-EJ-5499-01A
61 years, male, asian, alive, 1415 days
11008.4
TCGA-YL-A8SB-01A
62 years, male, alive, 1719 days
10970.4
TCGA-M7-A721-01A
70 years, male, alive, 400 days
10954.2
TCGA-G9-A9S0-01A
53 years, male, dead, 791 days
10941.7
TCGA-HC-A76W-01A
73 years, male, alive, 213 days
10871.4
TCGA-V1-A9OQ-01A
68 years, male, alive, 371 days
10854.1
TCGA-J4-A83M-01A
64 years, male, alive, 543 days
10801.0
TCGA-CH-5767-01A
66 years, male, white, alive, 458 days
10721.9
TCGA-V1-A8MM-01A
61 years, male, alive, 1195 days
10712.6
TCGA-YL-A8HM-01A
66 years, male, alive, 1482 days
10706.7
TCGA-EJ-A65D-01A
66 years, male, alive, 393 days
10663.4
TCGA-XQ-A8TA-01A
59 years, male, dead, 146 days
10574.4
TCGA-EJ-7115-01A
65 years, male, white, alive, 2687 days
10470.8
TCGA-KK-A6E5-01A
63 years, male, alive, 2073 days
10460.7
TCGA-ZG-A9L4-01A
61 years, male, alive, 1108 days
10426.0
TCGA-YL-A8SI-01A
69 years, male, alive, 1614 days
10414.7
TCGA-KK-A6E7-01A
46 years, male, alive, 2760 days
10342.5
TCGA-CH-5772-01A
63 years, male, white, alive, 486 days
10315.4
TCGA-YL-A9WK-01A
63 years, male, alive, 2136 days
10293.0
TCGA-EJ-A7NH-01A
56 years, male, alive, 474 days
10274.1
TCGA-KK-A7AY-01A
60 years, male, alive, 1754 days
10262.1
TCGA-EJ-A7NN-01A
61 years, male, alive, 197 days
10229.4
TCGA-VN-A88O-01A
49 years, male, alive, 481 days
10183.6
TCGA-EJ-7789-01A
66 years, male, black or african american, alive, 1105 days
10181.9
TCGA-CH-5751-01A
68 years, male, white, alive, 1065 days
10138.6
TCGA-EJ-A8FS-01A
66 years, male, alive, 266 days
10138.3
TCGA-KK-A8I4-01A
64 years, male, alive, 2259 days
10124.7
TCGA-QU-A6IP-01A
66 years, male, alive, 2620 days
10089.8
TCGA-V1-A8MG-01A
54 years, male, alive, 857 days
10070.6
TCGA-XK-AAIR-01A
75 years, male, alive, 972 days
10065.1
TCGA-EJ-A46G-01A
71 years, male, alive, 668 days
10057.1
TCGA-2A-AAYF-01A
57 years, male, alive, 1364 days
10045.7
TCGA-KC-A7F3-01A
67 years, male, alive, 665 days
9960.2
TCGA-EJ-7788-01A
53 years, male, white, alive, 859 days
9916.4
TCGA-KK-A8I5-01A
55 years, male, alive, 3096 days
9860.2
TCGA-XK-AAK1-01A
62 years, male, alive, 979 days
9850.6
TCGA-G9-6361-01A
61 years, male, white, alive, 1415 days
9842.8
TCGA-V1-A8ML-01A
64 years, male, alive, 448 days
9744.8
TCGA-G9-6499-01A
66 years, male, white, alive, 1543 days
9719.5
TCGA-VN-A88L-01A
54 years, male, alive, 746 days
9696.6
TCGA-HC-A4ZV-01A
56 years, male, alive, 23 days
9682.7
TCGA-M7-A71Y-01A
55 years, male, alive, 493 days
9680.0
TCGA-G9-6377-01A
61 years, male, white, alive, 958 days
9656.8
TCGA-XJ-A83G-01A
male, alive, 1461 days
9476.8
TCGA-G9-6494-01A
66 years, male, white, alive, 1771 days
9473.0
TCGA-KK-A8IA-01A
69 years, male, alive, 1931 days
9430.2
TCGA-KK-A8I7-01A
55 years, male, alive, 2002 days
9413.6
TCGA-HC-A6AN-01A
67 years, male, alive, 49 days
9341.2
TCGA-G9-A9S4-01A
62 years, male, alive, 906 days
9333.3
TCGA-G9-6366-01A
61 years, male, white, alive, 1947 days
9321.7
TCGA-ZG-A9LZ-01A
66 years, male, alive, 692 days
9307.0
TCGA-HC-8213-01A
48 years, male, alive, 589 days
9287.8
TCGA-ZG-A9KY-01A
73 years, male, alive, 130 days
9282.1
TCGA-EJ-7328-01A
70 years, male, white, alive, 842 days
9198.4
TCGA-YL-A8SQ-01B
61 years, male, alive, 2083 days
9194.8
TCGA-EJ-A8FP-01A
59 years, male, alive, 299 days
9183.8
TCGA-EJ-8472-01A
63 years, male, alive, 756 days
9170.6
TCGA-KK-A7B1-01A
65 years, male, alive, 1063 days
9169.5
TCGA-G9-6385-01A
66 years, male, white, alive, 830 days
9160.6
TCGA-HC-8260-01A
43 years, male, alive, 686 days
9129.8
TCGA-HC-7738-01A
58 years, male, white, alive, 964 days
9096.8
TCGA-KK-A7AP-01A
55 years, male, alive, 196 days
9081.9
TCGA-KK-A8IL-01A
65 years, male, dead, 628 days
9071.4
TCGA-J4-A67R-01A
65 years, male, alive, 910 days
9056.2
TCGA-ZG-A9LY-01A
60 years, male, alive, 370 days
9008.2
TCGA-EJ-A65B-01A
55 years, male, alive, 710 days
9001.7
TCGA-J4-AATV-01A
71 years, male, alive, 553 days
8900.9
TCGA-KK-A6E0-01A
59 years, male, alive, 1483 days
8894.4
TCGA-ZG-A9LS-01A
64 years, male, alive, 516 days
8830.0
TCGA-J4-A83L-01A
61 years, male, alive, 720 days
8738.8
TCGA-J4-A67O-01A
59 years, male, alive, 839 days
8733.1
TCGA-XK-AAJA-01A
62 years, male, alive, 930 days
8725.6
TCGA-EJ-7314-01A
62 years, male, white, alive, 1150 days
8713.6
TCGA-KK-A7AW-01A
57 years, male, alive, 1054 days
8701.9
TCGA-YL-A9WJ-01A
47 years, male, dead, 1855 days
8692.0
TCGA-HC-A8D1-01A
68 years, male, alive, 573 days
8653.2
TCGA-CH-5746-01A
57 years, male, white, alive, 731 days
8632.5
TCGA-G9-6356-01A
60 years, male, white, alive, 1434 days
8616.0
TCGA-KK-A7B4-01A
64 years, male, alive, 987 days
8597.9
TCGA-G9-6347-01A
59 years, male, alive, 2089 days
8593.8
TCGA-V1-A9Z9-01A
64 years, male, alive, 540 days
8579.8
TCGA-XK-AAJU-01A
65 years, male, alive, 1576 days
8576.2
TCGA-EJ-7321-01A
57 years, male, black or african american, alive, 824 days
8528.9
TCGA-KC-A7FE-01A
62 years, male, alive, 352 days
8495.3
TCGA-EJ-7793-01A
49 years, male, white, alive, 114 days
8482.9
TCGA-KK-A7B3-01A
62 years, male, alive, 899 days
8476.3
TCGA-KC-A4BR-01A
76 years, male, alive, 1349 days
8463.1
TCGA-HC-7818-01A
66 years, male, white, alive, 938 days
8461.5
TCGA-KK-A59X-01A
55 years, male, alive, 2535 days
8457.2
TCGA-VN-A88I-01A
59 years, male, alive, 269 days
8451.6
TCGA-HC-A76X-01A
62 years, male, alive, 150 days
8407.2
TCGA-HC-A6HX-01A
55 years, male, alive, 38 days
8406.7
TCGA-G9-6379-01A
68 years, male, alive, 1778 days
8401.3
TCGA-EJ-A46I-01A
57 years, male, alive, 668 days
8399.5
TCGA-V1-A8WW-01A
60 years, male, alive, 1078 days
8366.3
TCGA-V1-A9Z7-01A
55 years, male, alive, 874 days
8336.6
TCGA-HC-7821-01A
54 years, male, white, alive, 956 days
8310.2
TCGA-VN-A943-01A
71 years, male, alive, 496 days
8288.9
TCGA-HC-7737-01A
55 years, male, black or african american, alive, 1090 days
8239.1
TCGA-G9-6353-01A
58 years, male, white, alive, 1542 days
8229.2
TCGA-J4-A83N-01A
57 years, male, alive, 992 days
8216.4
TCGA-EJ-A6RC-01A
64 years, male, alive, 873 days
8184.1
TCGA-G9-6371-01A
58 years, male, white, alive, 1226 days
8108.2
TCGA-CH-5769-01A
48 years, male, white, alive, 62 days
8105.7
TCGA-KK-A8IK-01A
56 years, male, alive, 2052 days
8100.7
TCGA-ZG-A9MC-01A
69 years, male, alive, 455 days
8073.3
TCGA-EJ-A65J-01A
62 years, male, alive, 451 days
8054.0
TCGA-CH-5761-01A
61 years, male, white, alive, 28 days
8021.3
TCGA-J4-A67T-01A
63 years, male, alive, 183 days
8018.1
TCGA-TP-A8TT-01A
64 years, male, alive, 526 days
8013.8
TCGA-VP-A87H-01A
76 years, male, alive, 663 days
7945.6
TCGA-EJ-A6RA-01A
70 years, male, alive, 353 days
7942.2
TCGA-YL-A9WH-01A
67 years, male, alive, 427 days
7936.3
TCGA-EJ-5517-01A
55 years, male, white, alive, 1889 days
7911.4
TCGA-VP-A872-01A
60 years, male, alive, 3631 days
7894.5
TCGA-G9-6332-01A
55 years, male, white, alive, 2657 days
7884.3
TCGA-XK-AAJP-01A
66 years, male, alive, 1259 days
7884.0
TCGA-J4-8198-01A
49 years, male, alive, 614 days
7831.0
TCGA-CH-5744-01A
64 years, male, white, alive, 60 days
7823.9
TCGA-ZG-A9ND-01A
55 years, male, alive, 410 days
7814.8
TCGA-CH-5771-01A
63 years, male, white, alive, 396 days
7801.6
TCGA-EJ-A7NK-01A
58 years, male, alive, 476 days
7786.3
TCGA-VN-A88N-01A
62 years, male, alive, 766 days
7778.5
TCGA-G9-6333-01A
66 years, male, white, alive, 2465 days
7746.2
TCGA-YL-A9WY-01A
57 years, male, alive, 1098 days
7744.6
TCGA-EJ-A8FU-01A
64 years, male, alive, 138 days
7710.9
TCGA-2A-A8VL-01A
51 years, male, alive, 621 days
7707.6
TCGA-VN-A88R-01A
53 years, male, alive, 784 days
7704.0
TCGA-ZG-A9L5-01A
58 years, male, alive, 908 days
7684.4
TCGA-KK-A8I6-01A
58 years, male, alive, 668 days
7674.5
TCGA-HC-8258-01A
56 years, male, alive, 847 days
7634.6
TCGA-HC-8256-01A
53 years, male, alive, 860 days
7626.9
TCGA-EJ-A65M-01A
65 years, male, alive, 230 days
7608.2
TCGA-CH-5788-01A
69 years, male, white, alive, 821 days
7605.6
TCGA-CH-5768-01A
72 years, male, white, alive, 731 days
7596.6
TCGA-EJ-A46D-01A
53 years, male, alive, 626 days
7594.2
TCGA-2A-A8VV-01A
52 years, male, alive, 671 days
7556.5
TCGA-EJ-A46B-01A
66 years, male, alive, 657 days
7550.8
TCGA-HC-7080-01A
66 years, male, white, alive, 1106 days
7535.4
TCGA-KK-A8I9-01A
61 years, male, alive, 1001 days
7469.9
TCGA-EJ-7318-01B
51 years, male, alive, 1029 days
7463.6
TCGA-G9-6364-01A
72 years, male, white, alive, 1198 days
7462.4
TCGA-J4-A67K-01A
68 years, male, alive, 1004 days
7446.4
TCGA-HC-A6AQ-01A
60 years, male, alive, 106 days
7441.8
TCGA-YL-A8SK-01B
67 years, male, alive, 1408 days
7363.4
TCGA-YL-A9WL-01A
59 years, male, alive, 740 days
7348.9
TCGA-HC-A48F-01A
47 years, male, alive, 680 days
7334.5
TCGA-V1-A8WL-01A
65 years, male, alive, 1948 days
7330.4
TCGA-HC-A8CY-01A
63 years, male, alive, 290 days
7329.3
TCGA-VP-A878-01A
58 years, male, alive, 3130 days
7190.1
TCGA-J9-A52B-01A
62 years, male, alive, 422 days
7186.1
TCGA-EJ-7218-01B
71 years, male, alive, 2542 days
7183.9
TCGA-KK-A8IH-01A
50 years, male, alive, 2013 days
7167.6
TCGA-KC-A7F5-01A
54 years, male, alive, 91 days
7150.5
TCGA-CH-5794-01A
65 years, male, white, alive, 882 days
7111.9
TCGA-CH-5754-01A
65 years, male, white, alive, 62 days
7087.4
TCGA-KK-A8I8-01A
69 years, male, alive, 967 days
7066.2
TCGA-VP-AA1N-01A
70 years, male, alive, 1365 days
7058.2
TCGA-XK-AAJ3-01A
56 years, male, alive, 1262 days
7047.0
TCGA-V1-A9OY-01A
58 years, male, alive, 1067 days
7041.8
TCGA-G9-6367-01A
60 years, male, white, alive, 1222 days
7033.0
TCGA-G9-6370-01A
52 years, male, white, alive, 1156 days
7007.9
TCGA-KK-A8IM-01A
55 years, male, alive, 1915 days
7007.1
TCGA-EJ-7784-01A
63 years, male, white, alive, 781 days
7005.5
TCGA-VP-A87E-01A
59 years, male, alive, 2037 days
6938.2
TCGA-Y6-A8TL-01A
65 years, male, alive, 992 days
6928.9
TCGA-EJ-5506-01A
67 years, male, white, alive, 1381 days
6926.8
TCGA-FC-A66V-01A
74 years, male, alive, 524 days
6826.5
TCGA-ZG-A9L1-01A
66 years, male, alive, 1302 days
6803.9
TCGA-M7-A725-01A
56 years, male, alive, 573 days
6796.3
TCGA-V1-A8MK-01A
42 years, male, alive, 508 days
6790.1
TCGA-HC-8259-01A
50 years, male, alive, 924 days
6781.2
TCGA-CH-5792-01A
57 years, male, white, alive, 91 days
6765.2
TCGA-YL-A8HK-01A
59 years, male, alive, 1491 days
6758.5
TCGA-J4-A67S-01A
63 years, male, alive, 833 days
6756.6
TCGA-KK-A6E6-01A
69 years, male, alive, 3447 days
6746.9
TCGA-HC-7230-01A
50 years, male, white, alive, 1001 days
6742.5
TCGA-J4-A67L-01A
54 years, male, alive, 770 days
6680.4
TCGA-J4-A6G3-01A
57 years, male, alive, 849 days
6671.7
TCGA-H9-A6BX-01A
60 years, male, alive, 941 days
6655.6
TCGA-EJ-7123-01A
59 years, male, white, alive, 2572 days
6652.3
TCGA-EJ-A46E-01A
57 years, male, alive, 524 days
6620.2
TCGA-XJ-A9DK-01A
male, alive, 275 days
6606.0
TCGA-EJ-7797-01A
53 years, male, white, alive, 983 days
6587.1
TCGA-V1-A9O9-01A
57 years, male, alive, 2870 days
6577.4
TCGA-XK-AAIV-01A
63 years, male, alive, 1133 days
6574.5
TCGA-HC-7749-01A
70 years, male, white, alive, 724 days
6548.7
TCGA-CH-5790-01A
64 years, male, white, alive, 974 days
6548.1
TCGA-KC-A4BL-01A
65 years, male, alive, 934 days
6546.5
TCGA-HC-A632-01A
68 years, male, alive, 61 days
6540.5
TCGA-J4-8200-01A
47 years, male, alive, 1218 days
6536.0
TCGA-KK-A8IC-01A
54 years, male, alive, 2051 days
6533.9
TCGA-CH-5750-01A
72 years, male, white, alive, 396 days
6523.1
TCGA-EJ-AB27-01A
51 years, male, alive, 145 days
6517.4
TCGA-V1-A9ZR-01A
69 years, male, alive, 1361 days
6470.5
TCGA-EJ-7312-01B
58 years, male, alive, 1099 days
6469.3
TCGA-EJ-A7NG-01A
64 years, male, alive, 432 days
6441.8
TCGA-YL-A8SP-01B
58 years, male, alive, 2366 days
6437.6
TCGA-KK-A59Y-01A
56 years, male, alive, 1968 days
6435.7
TCGA-M7-A720-01A
53 years, male, alive, 384 days
6412.9
TCGA-EJ-5512-01A
46 years, male, white, alive, 1733 days
6412.0
TCGA-ZG-A9L2-01A
70 years, male, alive, 1154 days
6398.5
TCGA-HC-7747-01A
52 years, male, white, alive, 748 days
6381.0
TCGA-EJ-5504-01A
65 years, male, white, alive, 1427 days
6379.9
TCGA-KK-A7AV-01A
58 years, male, alive, 822 days
6379.2
TCGA-QU-A6IN-01A
61 years, male, alive, 4264 days
6365.6
TCGA-XK-AAJR-01A
62 years, male, alive, 1124 days
6354.9
TCGA-V1-A9OF-01A
50 years, male, alive, 1184 days
6347.8
TCGA-J9-A8CM-01A
66 years, male, alive, 463 days
6335.8
TCGA-G9-7522-01A
49 years, male, alive, 1078 days
6328.4
TCGA-HC-A6HY-01A
51 years, male, alive, 134 days
6327.7
TCGA-VP-A875-01A
67 years, male, alive, 2309 days
6326.0
TCGA-J4-A67N-01A
61 years, male, alive, 937 days
6322.4
TCGA-G9-7509-01A
48 years, male, alive, 1610 days
6321.8
TCGA-G9-6342-01A
61 years, male, white, alive, 1696 days
6316.3
TCGA-HC-8216-01A
58 years, male, alive, 682 days
6298.8
TCGA-HC-7819-01A
53 years, male, white, alive, 543 days
6297.0
TCGA-G9-A9S7-01A
55 years, male, alive, 728 days
6284.4
TCGA-J4-A83K-01A
52 years, male, alive, 328 days
6284.1
TCGA-HC-7231-01A
66 years, male, white, alive, 939 days
6266.0
TCGA-HC-7077-01A
64 years, male, black or african american, alive, 2115 days
6243.5
TCGA-J9-A8CP-01A
66 years, male, alive, 386 days
6230.9
TCGA-HC-7742-01A
58 years, male, white, alive, 938 days
6218.0
TCGA-EJ-5496-01A
59 years, male, white, alive, 595 days
6203.3
TCGA-VN-A88Q-01A
60 years, male, alive, 1366 days
6184.8
TCGA-EJ-7783-01A
70 years, male, white, alive, 787 days
6173.3
TCGA-V1-A9ZK-01A
69 years, male, alive, 1383 days
6131.5
TCGA-KC-A4BN-01A
55 years, male, alive, 1815 days
6094.1
TCGA-HC-8266-01A
55 years, male, alive, 473 days
6093.4
TCGA-HC-A9TH-01A
58 years, male, alive, 844 days
6084.2
TCGA-YL-A8SA-01A
69 years, male, alive, 512 days
6064.7
TCGA-HC-A6AL-01A
64 years, male, alive, 67 days
6037.6
TCGA-J4-A83J-01A
68 years, male, alive, 696 days
6031.3
TCGA-FC-A6HD-01A
77 years, male, alive, 789 days
6021.7
TCGA-HC-7081-01A
male, white, alive, 1136 days
6003.4
TCGA-J9-A52D-01A
71 years, male, alive, 212 days
5988.1
TCGA-HC-7817-01B
52 years, male, alive, 928 days
5967.6
TCGA-EJ-A46F-01A
57 years, male, alive, 783 days
5959.2
TCGA-EJ-A7NJ-01A
59 years, male, alive, 197 days
5946.6
TCGA-J4-AATZ-01A
66 years, male, alive, 412 days
5941.1
TCGA-EJ-7786-01A
62 years, male, white, alive, 1096 days
5932.9
TCGA-EJ-5509-01A
64 years, male, white, alive, 1464 days
5896.6
TCGA-EJ-5510-01A
49 years, male, white, alive, 1887 days
5891.0
TCGA-KK-A8II-01A
61 years, male, dead, 3467 days
5854.9
TCGA-EJ-7125-01A
45 years, male, white, alive, 2850 days
5842.3
TCGA-EJ-A7NM-01A
64 years, male, alive, 128 days
5833.6
TCGA-HC-7232-01A
66 years, male, white, alive, 1161 days
5801.4
TCGA-SU-A7E7-01A
60 years, male, alive, 551 days
5794.1
TCGA-EJ-7792-01A
53 years, male, white, alive, 1396 days
5782.5
TCGA-VP-A879-01A
70 years, male, dead, 728 days
5757.5
TCGA-EJ-5495-01A
68 years, male, white, alive, 1760 days
5721.7
TCGA-EJ-5494-01A
50 years, male, white, alive, 1477 days
5685.2
TCGA-CH-5752-01A
66 years, male, white, alive, 943 days
5675.6
TCGA-CH-5741-01A
56 years, male, white, alive, 395 days
5673.6
TCGA-V1-A9O5-01A
65 years, male, alive, 1932 days
5641.0
TCGA-G9-6384-01A
53 years, male, white, alive, 765 days
5613.6
TCGA-ZG-A8QZ-01A
65 years, male, alive, 308 days
5589.0
TCGA-KK-A6DY-01A
50 years, male, alive, 4295 days
5582.9
TCGA-YL-A9WX-01A
68 years, male, alive, 1518 days
5577.3
TCGA-HC-7820-01A
72 years, male, white, alive, 747 days
5562.5
TCGA-KK-A8IJ-01A
59 years, male, alive, 1559 days
5560.0
TCGA-CH-5743-01A
66 years, male, white, alive, 425 days
5556.0
TCGA-CH-5753-01A
70 years, male, white, alive, 31 days
5547.8
TCGA-XJ-A9DI-01A
male, alive, 1461 days
5542.2
TCGA-YL-A8SL-01B
74 years, male, alive, 987 days
5535.9
TCGA-EJ-A65F-01A
59 years, male, alive, 560 days
5534.5
TCGA-VN-A88K-01A
58 years, male, alive, 776 days
5503.3
TCGA-EJ-A46H-01A
60 years, male, alive, 724 days
5498.9
TCGA-KK-A6E1-01A
57 years, male, alive, 2198 days
5480.0
TCGA-CH-5762-01A
60 years, male, white, alive, 1339 days
5469.4
TCGA-YJ-A8SW-01A
male, alive, 148 days
5435.9
TCGA-KC-A4BV-01A
66 years, male, alive, 1328 days
5431.1
TCGA-HC-7740-01B
59 years, male, white, alive, 717 days
5425.6
TCGA-VP-A876-01A
46 years, male, alive, 3333 days
5395.4
TCGA-EJ-A8FO-01A
51 years, male, alive, 282 days
5368.5
TCGA-G9-6351-01A
51 years, male, white, alive, 2048 days
5350.9
TCGA-HI-7171-01A
56 years, male, white, dead, 1329 days
5346.5
TCGA-YL-A8SR-01B
64 years, male, alive, 273 days
5317.8
TCGA-G9-7521-01A
52 years, male, alive, 942 days
5275.6
TCGA-CH-5737-01A
73 years, male, white, alive, 91 days
5264.0
TCGA-EJ-7781-01A
65 years, male, white, alive, 1073 days
5261.0
TCGA-V1-A8X3-01A
52 years, male, alive, 202 days
5213.2
TCGA-EJ-5521-01A
63 years, male, white, alive, 2279 days
5175.0
TCGA-EJ-5524-01A
57 years, male, white, alive, 1882 days
5148.9
TCGA-YL-A8HL-01A
58 years, male, alive, 1565 days
5136.3
TCGA-HC-8265-01B
66 years, male, alive, 483 days
5126.6
TCGA-EJ-8470-01A
58 years, male, alive, 1159 days
5112.3
TCGA-EJ-5515-01A
60 years, male, white, alive, 1832 days
5110.6
TCGA-CH-5748-01A
64 years, male, white, alive, 31 days
5093.2
TCGA-EJ-7330-01A
68 years, male, white, alive, 191 days
5081.5
TCGA-EJ-5502-01A
50 years, male, alive, 1171 days
5079.5
TCGA-V1-A8MU-01A
57 years, male, alive, 1876 days
5058.8
TCGA-EJ-A65E-01A
67 years, male, alive, 417 days
5049.8
TCGA-HC-7209-01A
60 years, male, white, alive, 440 days
5025.8
TCGA-EJ-7331-01A
64 years, male, white, alive, 742 days
5016.4
TCGA-2A-AAYU-01A
56 years, male, alive, 615 days
4989.3
TCGA-YL-A8SC-01A
66 years, male, alive, 1261 days
4954.8
TCGA-CH-5764-01A
66 years, male, white, alive, 31 days
4840.4
TCGA-EJ-5532-01A
57 years, male, white, alive, 1828 days
4798.4
TCGA-CH-5739-01A
65 years, male, white, alive, 671 days
4782.2
TCGA-J4-A6G1-01A
68 years, male, alive, 769 days
4766.0
TCGA-EJ-8468-01A
64 years, male, alive, 2347 days
4755.1
TCGA-J4-A67M-01A
55 years, male, alive, 941 days
4746.3
TCGA-KK-A6E2-01A
54 years, male, alive, 5024 days
4685.4
TCGA-V1-A9OL-01A
66 years, male, alive, 1913 days
4646.2
TCGA-VP-A87K-01A
63 years, male, alive, 1306 days
4639.8
TCGA-KC-A7FD-01A
62 years, male, alive, 270 days
4629.4
TCGA-CH-5740-01A
57 years, male, white, alive, 31 days
4595.0
TCGA-CH-5763-01A
66 years, male, white, alive, 365 days
4577.5
TCGA-EJ-5501-01A
55 years, male, white, alive, 1365 days
4570.9
TCGA-CH-5745-01A
68 years, male, white, alive, 91 days
4539.2
TCGA-FC-A5OB-01A
53 years, male, alive, 680 days
4507.9
TCGA-EJ-7327-01A
61 years, male, white, alive, 923 days
4501.2
TCGA-EJ-5526-01A
56 years, male, white, alive, 1909 days
4427.2
TCGA-EJ-7315-01A
68 years, male, white, alive, 1008 days
4392.9
TCGA-HC-7233-01A
male, white, alive, 1355 days
4351.5
TCGA-EJ-7794-01A
67 years, male, white, alive, 1306 days
4349.6
TCGA-EJ-5519-01A
64 years, male, white, alive, 1962 days
4342.4
TCGA-EJ-5503-01A
50 years, male, white, alive, 1391 days
4324.3
TCGA-EJ-5505-01A
57 years, male, white, alive, 922 days
4303.1
TCGA-VP-A87C-01A
67 years, male, alive, 1690 days
4289.3
TCGA-KK-A7AU-01A
63 years, male, alive, 1775 days
4282.2
TCGA-CH-5789-01A
61 years, male, white, alive, 304 days
4246.4
TCGA-V1-A8WN-01A
48 years, male, alive, 924 days
4239.6
TCGA-KK-A6E3-01A
56 years, male, alive, 2056 days
4196.9
TCGA-KK-A6E4-01A
69 years, male, dead, 3502 days
4170.5
TCGA-HC-7079-01A
51 years, male, white, alive, 1184 days
4164.4
TCGA-EJ-5516-01A
49 years, male, white, alive, 1889 days
4148.6
TCGA-EJ-5531-01A
62 years, male, white, alive, 1273 days
4147.9
TCGA-J4-A6M7-01A
53 years, male, alive, 512 days
4119.3
TCGA-H9-7775-01A
68 years, male, white, alive, 185 days
4031.3
TCGA-EJ-5497-01A
48 years, male, white, alive, 405 days
3975.0
TCGA-VP-A87J-01A
56 years, male, alive, 1774 days
3960.0
TCGA-J4-A83I-01A
63 years, male, alive, 685 days
3947.9
TCGA-FC-7708-01A
52 years, male, asian, alive, 864 days
3927.9
TCGA-HC-A6AS-01A
70 years, male, alive, 44 days
3918.0
TCGA-EJ-5508-01A
65 years, male, white, alive, 1965 days
3910.5
TCGA-2A-A8VT-01A
47 years, male, alive, 1373 days
3881.2
TCGA-VP-A87D-01A
54 years, male, alive, 1853 days
3847.6
TCGA-CH-5766-01A
55 years, male, white, alive, 31 days
3822.4
TCGA-EJ-5507-01A
54 years, male, white, alive, 1457 days
3787.3
TCGA-EJ-7791-01A
67 years, male, white, alive, 1118 days
3778.1
TCGA-EJ-5527-01A
69 years, male, white, alive, 1778 days
3753.0
TCGA-Y6-A9XI-01A
72 years, male, alive, 526 days
3724.4
TCGA-EJ-5522-01A
51 years, male, white, alive, 2079 days
3670.4
TCGA-XK-AAIW-01A
78 years, male, alive, 1218 days
3659.8
TCGA-HC-7211-01A
62 years, male, white, alive, 1221 days
3563.2
TCGA-EJ-7782-01A
71 years, male, black or african american, alive, 1167 days
3543.6
TCGA-CH-5738-01A
72 years, male, white, alive, 212 days
3526.4
TCGA-EJ-5514-01A
66 years, male, white, alive, 1829 days
3456.9
TCGA-KK-A8ID-01A
70 years, male, alive, 2107 days
3404.6
TCGA-EJ-5518-01A
66 years, male, white, alive, 2118 days
3383.9
TCGA-HC-A6AP-01A
61 years, male, alive, 71 days
3366.4
TCGA-EJ-5511-01A
55 years, male, black or african american, alive, 1476 days
3310.3
TCGA-EJ-5498-01A
56 years, male, white, alive, 1720 days
3233.9
TCGA-EJ-7785-01A
54 years, male, white, alive, 1177 days
3189.2
TCGA-HC-7748-01A
60 years, male, white, alive, 792 days
3133.0
TCGA-HC-7212-01A
56 years, male, white, alive, 870 days
3068.5
TCGA-EJ-5530-01A
61 years, male, white, alive, 1832 days
3042.6
TCGA-CH-5791-01A
72 years, male, white, alive, 1004 days
3016.1
TCGA-FC-7961-01A
62 years, male, white, alive, 469 days
3008.4
TCGA-EJ-5525-01A
67 years, male, white, alive, 1115 days
2993.5
TCGA-HC-7736-01A
59 years, male, white, alive, 1103 days
2860.5
TCGA-HC-7213-01A
53 years, male, white, alive, 1219 days
2855.1
TCGA-EJ-5542-01A
60 years, male, white, alive, 1513 days
2835.9
TCGA-HC-A6AO-01A
52 years, male, alive, 530 days
2809.5
TCGA-HC-7210-01A
74 years, male, white, alive, 868 days
2575.4
TCGA-EJ-8469-01A
46 years, male, alive, 2324 days
2165.0
TCGA-G9-6363-01A
64 years, male, white, alive, 1378 days
1676.7
TCGA-HC-7744-01A
46 years, male, white, alive, 531 days
708.8
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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.