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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 average 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
2585.4
Number of samples
494
Samples
Sample
Description
FPKM
TCGA-V1-A9OT-01A
62 years, male, alive, 476 days
20264.1
TCGA-X4-A8KS-01A
61 years, male, alive, 979 days
16538.4
TCGA-V1-A8MF-01A
66 years, male, alive, 1449 days
10886.2
TCGA-HC-A9TE-01A
64 years, male, alive, 587 days
10791.0
TCGA-MG-AAMC-01A
59 years, male, alive, 173 days
10491.8
TCGA-ZG-A9LM-01A
72 years, male, alive, 378 days
9638.2
TCGA-HC-7752-01A
61 years, male, white, alive, 782 days
8626.9
TCGA-V1-A9OA-01A
62 years, male, alive, 636 days
8584.1
TCGA-XK-AAJT-01A
75 years, male, alive, 1434 days
8363.9
TCGA-X4-A8KQ-01A
65 years, male, alive, 1383 days
8272.5
TCGA-G9-6378-01A
54 years, male, black or african american, alive, 1155 days
7959.8
TCGA-V1-A9OX-01A
57 years, male, alive, 1134 days
7889.0
TCGA-VN-A88M-01A
55 years, male, alive, 189 days
7833.2
TCGA-J4-AAU2-01A
59 years, male, alive, 825 days
7816.4
TCGA-HI-7169-01A
55 years, male, white, alive, 2684 days
7812.0
TCGA-WW-A8ZI-01A
70 years, male, alive, 449 days
7743.7
TCGA-ZG-A9M4-01A
65 years, male, alive, 547 days
7651.1
TCGA-V1-A8WS-01A
57 years, male, alive, 474 days
7505.4
TCGA-2A-AAYO-01A
58 years, male, alive, 1272 days
7261.6
TCGA-V1-A9ZI-01A
69 years, male, alive, 1640 days
7111.5
TCGA-G9-6343-01A
62 years, male, white, alive, 2450 days
6922.6
TCGA-ZG-A9LU-01A
67 years, male, alive, 579 days
6469.3
TCGA-G9-6496-01A
61 years, male, white, alive, 1726 days
6323.2
TCGA-ZG-A9L6-01A
64 years, male, alive, 687 days
6259.5
TCGA-2A-A8VO-01A
57 years, male, alive, 1701 days
6175.2
TCGA-XK-AAJA-01A
62 years, male, alive, 930 days
6040.0
TCGA-J9-A8CL-01A
66 years, male, alive, 405 days
6032.3
TCGA-ZG-A9L0-01A
71 years, male, alive, 355 days
6031.5
TCGA-2A-A8VX-01A
70 years, male, alive, 1378 days
5998.1
TCGA-XJ-A9DX-01A
male, alive, 973 days
5964.2
TCGA-G9-6498-01A
53 years, male, alive, 1952 days
5855.1
TCGA-G9-6338-01A
61 years, male, white, alive, 2028 days
5803.3
TCGA-KK-A8IB-01A
65 years, male, alive, 83 days
5779.6
TCGA-EJ-A7NH-01A
56 years, male, alive, 474 days
5676.4
TCGA-4L-AA1F-01A
64 years, male, alive, 350 days
5602.9
TCGA-KK-A7AQ-01A
62 years, male, alive, 1610 days
5596.5
TCGA-YL-A8S8-01A
68 years, male, alive, 1890 days
5517.7
TCGA-HC-A8D1-01A
68 years, male, alive, 573 days
5500.5
TCGA-ZG-A9LB-01A
72 years, male, alive, 583 days
5447.2
TCGA-EJ-A7NN-01A
61 years, male, alive, 197 days
5400.2
TCGA-EJ-A7NF-01A
56 years, male, alive, 250 days
5388.9
TCGA-YL-A8HJ-01A
58 years, male, alive, 1611 days
5284.0
TCGA-J9-A8CN-01A
53 years, male, alive, 1237 days
5256.8
TCGA-KK-A8IG-01A
55 years, male, alive, 2505 days
5184.5
TCGA-V1-A9OQ-01A
68 years, male, alive, 371 days
5163.3
TCGA-HC-7078-01A
69 years, male, white, alive, 1985 days
4985.9
TCGA-HC-8264-01B
60 years, male, alive, 48 days
4935.2
TCGA-XJ-A9DQ-01A
male, alive, 91 days
4934.8
TCGA-HC-A76W-01A
73 years, male, alive, 213 days
4928.5
TCGA-XA-A8JR-01A
68 years, male, alive, 376 days
4926.7
TCGA-TP-A8TV-01A
62 years, male, alive, 610 days
4870.0
TCGA-KC-A7FA-01A
63 years, male, alive, 598 days
4844.7
TCGA-J9-A8CK-01A
66 years, male, alive, 321 days
4793.4
TCGA-YL-A8SJ-01B
60 years, male, alive, 1395 days
4780.6
TCGA-VN-A88O-01A
49 years, male, alive, 481 days
4706.8
TCGA-KK-A59Z-01A
66 years, male, alive, 2628 days
4613.7
TCGA-TK-A8OK-01A
73 years, male, alive, 27 days
4507.2
TCGA-YL-A8S9-01A
63 years, male, alive, 1842 days
4462.6
TCGA-YL-A8SB-01A
62 years, male, alive, 1719 days
4387.7
TCGA-XJ-A83F-01A
male, alive, 1127 days
4353.1
TCGA-G9-6362-01A
57 years, male, white, alive, 1443 days
4349.3
TCGA-M7-A723-01A
54 years, male, alive, 763 days
4332.2
TCGA-G9-A9S0-01A
53 years, male, dead, 791 days
4316.9
TCGA-V1-A8ML-01A
64 years, male, alive, 448 days
4312.4
TCGA-XK-AAJP-01A
66 years, male, alive, 1259 days
4292.3
TCGA-VN-A88L-01A
54 years, male, alive, 746 days
4266.4
TCGA-2A-A8W3-01A
70 years, male, alive, 863 days
4254.3
TCGA-EJ-A8FN-01A
58 years, male, alive, 329 days
4254.1
TCGA-VN-A88P-01A
60 years, male, alive, 1260 days
4253.7
TCGA-ZG-A9KY-01A
73 years, male, alive, 130 days
4209.7
TCGA-ZG-A9NI-01A
73 years, male, alive, 132 days
4189.7
TCGA-G9-A9S4-01A
62 years, male, alive, 906 days
4164.3
TCGA-YL-A8SO-01B
64 years, male, alive, 3479 days
4153.7
TCGA-HC-A8D0-01A
61 years, male, alive, 775 days
4153.6
TCGA-G9-6494-01A
66 years, male, white, alive, 1771 days
4139.8
TCGA-HC-7745-01A
65 years, male, white, alive, 721 days
4118.3
TCGA-V1-A9OH-01A
64 years, male, alive, 2403 days
4104.1
TCGA-ZG-A9LY-01A
60 years, male, alive, 370 days
4055.3
TCGA-2A-A8W1-01A
54 years, male, alive, 112 days
4004.4
TCGA-YL-A9WK-01A
63 years, male, alive, 2136 days
3993.6
TCGA-G9-6329-01A
67 years, male, white, alive, 1266 days
3957.0
TCGA-YL-A9WI-01A
63 years, male, alive, 1623 days
3886.5
TCGA-YL-A8SH-01B
69 years, male, dead, 875 days
3828.7
TCGA-FC-A8O0-01A
68 years, male, alive, 616 days
3805.9
TCGA-EJ-8472-01A
63 years, male, alive, 756 days
3781.2
TCGA-G9-6336-01A
57 years, male, white, alive, 2068 days
3774.7
TCGA-CH-5772-01A
63 years, male, white, alive, 486 days
3757.3
TCGA-ZG-A9LS-01A
64 years, male, alive, 516 days
3747.4
TCGA-V1-A9OF-01A
50 years, male, alive, 1184 days
3726.0
TCGA-YL-A8HO-01A
67 years, male, alive, 2304 days
3672.0
TCGA-2A-AAYF-01A
57 years, male, alive, 1364 days
3637.3
TCGA-V1-A8MG-01A
54 years, male, alive, 857 days
3633.4
TCGA-ZG-A9MC-01A
69 years, male, alive, 455 days
3616.4
TCGA-ZG-A8QY-01A
67 years, male, alive, 404 days
3608.2
TCGA-G9-7523-01A
44 years, male, alive, 857 days
3600.0
TCGA-G9-6365-01A
71 years, male, white, alive, 1363 days
3559.7
TCGA-KK-A8IK-01A
56 years, male, alive, 2052 days
3558.2
TCGA-KK-A7B3-01A
62 years, male, alive, 899 days
3550.5
TCGA-KC-A7F3-01A
67 years, male, alive, 665 days
3550.4
TCGA-CH-5765-01A
55 years, male, white, alive, 700 days
3529.0
TCGA-2A-A8VL-01A
51 years, male, alive, 621 days
3523.6
TCGA-G9-7519-01A
58 years, male, alive, 849 days
3514.1
TCGA-ZG-A8QX-01A
56 years, male, alive, 442 days
3504.4
TCGA-J4-AATV-01A
71 years, male, alive, 553 days
3482.0
TCGA-V1-A9O7-01A
61 years, male, alive, 2499 days
3480.4
TCGA-VN-A943-01A
71 years, male, alive, 496 days
3478.1
TCGA-ZG-A9LN-01A
57 years, male, alive, 115 days
3470.4
TCGA-HI-7170-01A
58 years, male, white, alive, 2522 days
3459.8
TCGA-M7-A721-01A
70 years, male, alive, 400 days
3449.5
TCGA-EJ-A8FS-01A
66 years, male, alive, 266 days
3431.7
TCGA-XK-AAJ3-01A
56 years, male, alive, 1262 days
3425.8
TCGA-VP-A87B-01A
63 years, male, alive, 2722 days
3412.4
TCGA-KK-A8IF-01A
57 years, male, alive, 804 days
3393.7
TCGA-EJ-A7NK-01A
58 years, male, alive, 476 days
3384.7
TCGA-YL-A9WJ-01A
47 years, male, dead, 1855 days
3381.3
TCGA-EJ-A8FP-01A
59 years, male, alive, 299 days
3362.2
TCGA-YL-A8SI-01A
69 years, male, alive, 1614 days
3360.6
TCGA-HC-A48F-01A
47 years, male, alive, 680 days
3359.7
TCGA-ZG-A9L9-01A
60 years, male, alive, 617 days
3341.4
TCGA-CH-5767-01A
66 years, male, white, alive, 458 days
3339.4
TCGA-VP-A878-01A
58 years, male, alive, 3130 days
3335.3
TCGA-KK-A8I7-01A
55 years, male, alive, 2002 days
3332.6
TCGA-V1-A9ZG-01A
65 years, male, alive, 1517 days
3330.8
TCGA-YL-A8SK-01B
67 years, male, alive, 1408 days
3314.8
TCGA-CH-5746-01A
57 years, male, white, alive, 731 days
3312.8
TCGA-XJ-A83G-01A
male, alive, 1461 days
3312.2
TCGA-J9-A8CM-01A
66 years, male, alive, 463 days
3303.4
TCGA-V1-A9O9-01A
57 years, male, alive, 2870 days
3300.7
TCGA-V1-A8MM-01A
61 years, male, alive, 1195 days
3281.1
TCGA-KC-A7FE-01A
62 years, male, alive, 352 days
3271.8
TCGA-YL-A8SQ-01B
61 years, male, alive, 2083 days
3262.0
TCGA-KK-A8I4-01A
64 years, male, alive, 2259 days
3242.1
TCGA-EJ-8474-01A
70 years, male, alive, 766 days
3240.3
TCGA-G9-6356-01A
60 years, male, white, alive, 1434 days
3233.6
TCGA-HC-8262-01A
57 years, male, alive, 679 days
3225.3
TCGA-ZG-A9L4-01A
61 years, male, alive, 1108 days
3222.0
TCGA-G9-7509-01A
48 years, male, alive, 1610 days
3211.3
TCGA-ZG-A9N3-01A
73 years, male, alive, 349 days
3198.7
TCGA-ZG-A9L5-01A
58 years, male, alive, 908 days
3180.9
TCGA-KK-A8IL-01A
65 years, male, dead, 628 days
3159.8
TCGA-KC-A7F6-01A
64 years, male, alive, 263 days
3153.6
TCGA-YL-A9WY-01A
57 years, male, alive, 1098 days
3144.4
TCGA-V1-A8WV-01A
53 years, male, alive, 686 days
3127.8
TCGA-VN-A88N-01A
62 years, male, alive, 766 days
3126.5
TCGA-EJ-A7NG-01A
64 years, male, alive, 432 days
3067.3
TCGA-CH-5751-01A
68 years, male, white, alive, 1065 days
3066.8
TCGA-G9-7525-01A
64 years, male, alive, 994 days
3064.8
TCGA-KC-A4BR-01A
76 years, male, alive, 1349 days
3063.1
TCGA-G9-6385-01A
66 years, male, white, alive, 830 days
3060.3
TCGA-VP-A879-01A
70 years, male, dead, 728 days
3048.5
TCGA-HC-8261-01A
48 years, male, alive, 546 days
3034.5
TCGA-Y6-A8TL-01A
65 years, male, alive, 992 days
3032.8
TCGA-XQ-A8TB-01A
67 years, male, alive, 770 days
3018.8
TCGA-FC-A4JI-01A
71 years, male, alive, 877 days
3017.1
TCGA-ZG-A9L2-01A
70 years, male, alive, 1154 days
2994.3
TCGA-V1-A9Z8-01A
60 years, male, alive, 827 days
2990.9
TCGA-2A-A8VV-01A
52 years, male, alive, 671 days
2984.4
TCGA-J4-AATZ-01A
66 years, male, alive, 412 days
2971.0
TCGA-M7-A71Y-01A
55 years, male, alive, 493 days
2966.5
TCGA-EJ-5517-01A
55 years, male, white, alive, 1889 days
2959.2
TCGA-ZG-A8QW-01A
72 years, male, alive, 94 days
2951.4
TCGA-G9-6373-01A
68 years, male, white, alive, 811 days
2923.1
TCGA-ZG-A9LZ-01A
66 years, male, alive, 692 days
2921.9
TCGA-KK-A7B1-01A
65 years, male, alive, 1063 days
2913.3
TCGA-CH-5743-01A
66 years, male, white, alive, 425 days
2907.1
TCGA-YL-A8HK-01A
59 years, male, alive, 1491 days
2895.7
TCGA-KK-A8IA-01A
69 years, male, alive, 1931 days
2886.7
TCGA-KK-A7AZ-01A
56 years, male, alive, 1519 days
2851.1
TCGA-XJ-A9DK-01A
male, alive, 275 days
2811.6
TCGA-SU-A7E7-01A
60 years, male, alive, 551 days
2805.5
TCGA-YJ-A8SW-01A
male, alive, 148 days
2801.1
TCGA-KK-A8I5-01A
55 years, male, alive, 3096 days
2798.9
TCGA-V1-A9ZR-01A
69 years, male, alive, 1361 days
2793.3
TCGA-G9-6367-01A
60 years, male, white, alive, 1222 days
2759.2
TCGA-YL-A9WL-01A
59 years, male, alive, 740 days
2743.1
TCGA-HC-A76X-01A
62 years, male, alive, 150 days
2723.1
TCGA-KK-A8IM-01A
55 years, male, alive, 1915 days
2719.6
TCGA-HC-7075-01A
male, white, alive, 601 days
2706.9
TCGA-EJ-AB27-01A
51 years, male, alive, 145 days
2693.9
TCGA-EJ-A7NJ-01A
59 years, male, alive, 197 days
2673.5
TCGA-XK-AAJU-01A
65 years, male, alive, 1576 days
2671.1
TCGA-KK-A8IH-01A
50 years, male, alive, 2013 days
2664.7
TCGA-TP-A8TT-01A
64 years, male, alive, 526 days
2646.6
TCGA-XJ-A9DI-01A
male, alive, 1461 days
2642.1
TCGA-EJ-A6RC-01A
64 years, male, alive, 873 days
2626.0
TCGA-ZG-A9ND-01A
55 years, male, alive, 410 days
2623.5
TCGA-V1-A9OY-01A
58 years, male, alive, 1067 days
2623.5
TCGA-G9-A9S7-01A
55 years, male, alive, 728 days
2621.7
TCGA-CH-5788-01A
69 years, male, white, alive, 821 days
2603.9
TCGA-V1-A8MK-01A
42 years, male, alive, 508 days
2596.4
TCGA-KK-A8I9-01A
61 years, male, alive, 1001 days
2588.4
TCGA-EJ-A8FU-01A
64 years, male, alive, 138 days
2586.7
TCGA-EJ-7317-01A
71 years, male, white, alive, 771 days
2585.1
TCGA-KK-A7AV-01A
58 years, male, alive, 822 days
2580.3
TCGA-KK-A8II-01A
61 years, male, dead, 3467 days
2563.1
TCGA-HC-8260-01A
43 years, male, alive, 686 days
2560.4
TCGA-HC-7080-01A
66 years, male, white, alive, 1106 days
2543.6
TCGA-V1-A9Z9-01A
64 years, male, alive, 540 days
2475.3
TCGA-V1-A8WW-01A
60 years, male, alive, 1078 days
2466.2
TCGA-G9-6370-01A
52 years, male, white, alive, 1156 days
2466.2
TCGA-EJ-8470-01A
58 years, male, alive, 1159 days
2463.5
TCGA-YL-A9WX-01A
68 years, male, alive, 1518 days
2458.9
TCGA-EJ-7321-01A
57 years, male, black or african american, alive, 824 days
2441.4
TCGA-HC-7821-01A
54 years, male, white, alive, 956 days
2437.0
TCGA-Y6-A9XI-01A
72 years, male, alive, 526 days
2430.4
TCGA-V1-A9ZK-01A
69 years, male, alive, 1383 days
2408.8
TCGA-YL-A9WH-01A
67 years, male, alive, 427 days
2408.7
TCGA-J4-A83J-01A
68 years, male, alive, 696 days
2394.3
TCGA-J4-A83L-01A
61 years, male, alive, 720 days
2392.2
TCGA-YL-A8SA-01A
69 years, male, alive, 512 days
2389.1
TCGA-EJ-A65G-01A
57 years, male, alive, 666 days
2380.9
TCGA-EJ-5496-01A
59 years, male, white, alive, 595 days
2380.8
TCGA-KC-A7F5-01A
54 years, male, alive, 91 days
2380.5
TCGA-YL-A8HM-01A
66 years, male, alive, 1482 days
2373.8
TCGA-HC-7750-01A
50 years, male, white, alive, 522 days
2359.4
TCGA-G9-6384-01A
53 years, male, white, alive, 765 days
2355.4
TCGA-EJ-5526-01A
56 years, male, white, alive, 1909 days
2344.5
TCGA-EJ-A6RA-01A
70 years, male, alive, 353 days
2342.1
TCGA-XQ-A8TA-01A
59 years, male, dead, 146 days
2337.8
TCGA-KK-A7AP-01A
55 years, male, alive, 196 days
2332.2
TCGA-YL-A8SP-01B
58 years, male, alive, 2366 days
2326.8
TCGA-M7-A71Z-01A
62 years, male, alive, 643 days
2320.9
TCGA-EJ-7328-01A
70 years, male, white, alive, 842 days
2313.2
TCGA-M7-A725-01A
56 years, male, alive, 573 days
2305.2
TCGA-YL-A8SR-01B
64 years, male, alive, 273 days
2287.8
TCGA-CH-5768-01A
72 years, male, white, alive, 731 days
2286.8
TCGA-EJ-A8FO-01A
51 years, male, alive, 282 days
2275.5
TCGA-V1-A9OL-01A
66 years, male, alive, 1913 days
2262.3
TCGA-VP-A876-01A
46 years, male, alive, 3333 days
2257.8
TCGA-XK-AAIV-01A
63 years, male, alive, 1133 days
2251.5
TCGA-ZG-A9L1-01A
66 years, male, alive, 1302 days
2240.4
TCGA-VN-A88R-01A
53 years, male, alive, 784 days
2229.9
TCGA-CH-5790-01A
64 years, male, white, alive, 974 days
2228.4
TCGA-EJ-A46D-01A
53 years, male, alive, 626 days
2227.0
TCGA-EJ-5504-01A
65 years, male, white, alive, 1427 days
2216.9
TCGA-EJ-7115-01A
65 years, male, white, alive, 2687 days
2215.2
TCGA-J4-A83M-01A
64 years, male, alive, 543 days
2208.7
TCGA-G9-6332-01A
55 years, male, white, alive, 2657 days
2204.6
TCGA-G9-6369-01A
55 years, male, white, alive, 1215 days
2194.1
TCGA-G9-7510-01A
66 years, male, alive, 1185 days
2185.7
TCGA-CH-5744-01A
64 years, male, white, alive, 60 days
2181.4
TCGA-V1-A8WL-01A
65 years, male, alive, 1948 days
2179.1
TCGA-VP-AA1N-01A
70 years, male, alive, 1365 days
2177.9
TCGA-XK-AAIR-01A
75 years, male, alive, 972 days
2159.8
TCGA-HC-A9TH-01A
58 years, male, alive, 844 days
2159.8
TCGA-EJ-5506-01A
67 years, male, white, alive, 1381 days
2155.4
TCGA-CH-5769-01A
48 years, male, white, alive, 62 days
2144.4
TCGA-HI-7168-01A
62 years, male, white, alive, 3323 days
2121.6
TCGA-YL-A8SL-01B
74 years, male, alive, 987 days
2116.4
TCGA-M7-A720-01A
53 years, male, alive, 384 days
2115.3
TCGA-CH-5750-01A
72 years, male, white, alive, 396 days
2110.2
TCGA-VP-A87E-01A
59 years, male, alive, 2037 days
2099.1
TCGA-CH-5753-01A
70 years, male, white, alive, 31 days
2080.7
TCGA-G9-6371-01A
58 years, male, white, alive, 1226 days
2078.5
TCGA-KK-A8IC-01A
54 years, male, alive, 2051 days
2072.5
TCGA-G9-6354-01A
55 years, male, alive, 2066 days
2061.3
TCGA-EJ-5499-01A
61 years, male, asian, alive, 1415 days
2051.3
TCGA-HC-A631-01A
67 years, male, alive, 54 days
2040.9
TCGA-EJ-7789-01A
66 years, male, black or african american, alive, 1105 days
2040.3
TCGA-G9-6377-01A
61 years, male, white, alive, 958 days
2036.7
TCGA-XK-AAK1-01A
62 years, male, alive, 979 days
2025.0
TCGA-HC-A8CY-01A
63 years, male, alive, 290 days
2023.7
TCGA-XK-AAJR-01A
62 years, male, alive, 1124 days
2019.6
TCGA-G9-6361-01A
61 years, male, white, alive, 1415 days
2016.8
TCGA-YL-A8HL-01A
58 years, male, alive, 1565 days
2016.2
TCGA-EJ-5495-01A
68 years, male, white, alive, 1760 days
2016.0
TCGA-EJ-7312-01B
58 years, male, alive, 1099 days
2012.1
TCGA-V1-A9O5-01A
65 years, male, alive, 1932 days
2004.4
TCGA-V1-A8X3-01A
52 years, male, alive, 202 days
2003.1
TCGA-EJ-7125-01A
45 years, male, white, alive, 2850 days
1993.8
TCGA-EJ-8468-01A
64 years, male, alive, 2347 days
1988.4
TCGA-EJ-7218-01B
71 years, male, alive, 2542 days
1986.0
TCGA-KK-A8I8-01A
69 years, male, alive, 967 days
1984.6
TCGA-G9-7521-01A
52 years, male, alive, 942 days
1970.8
TCGA-G9-6339-01A
58 years, male, alive, 2551 days
1967.4
TCGA-VP-A87H-01A
76 years, male, alive, 663 days
1966.6
TCGA-ZG-A8QZ-01A
65 years, male, alive, 308 days
1957.6
TCGA-VP-A87K-01A
63 years, male, alive, 1306 days
1954.0
TCGA-J4-A83I-01A
63 years, male, alive, 685 days
1938.2
TCGA-G9-6353-01A
58 years, male, white, alive, 1542 days
1935.4
TCGA-KK-A7B4-01A
64 years, male, alive, 987 days
1928.1
TCGA-CH-5762-01A
60 years, male, white, alive, 1339 days
1902.2
TCGA-CH-5771-01A
63 years, male, white, alive, 396 days
1895.7
TCGA-EJ-7797-01A
53 years, male, white, alive, 983 days
1889.4
TCGA-J9-A8CP-01A
66 years, male, alive, 386 days
1888.5
TCGA-VN-A88I-01A
59 years, male, alive, 269 days
1881.9
TCGA-G9-6348-01A
68 years, male, white, alive, 1515 days
1867.7
TCGA-EJ-A7NM-01A
64 years, male, alive, 128 days
1857.0
TCGA-2A-A8VT-01A
47 years, male, alive, 1373 days
1850.5
TCGA-EJ-7788-01A
53 years, male, white, alive, 859 days
1845.7
TCGA-V1-A8MU-01A
57 years, male, alive, 1876 days
1844.5
TCGA-EJ-5515-01A
60 years, male, white, alive, 1832 days
1840.4
TCGA-HC-8257-01A
70 years, male, alive, 726 days
1838.2
TCGA-EJ-5516-01A
49 years, male, white, alive, 1889 days
1833.9
TCGA-V1-A9Z7-01A
55 years, male, alive, 874 days
1828.8
TCGA-EJ-AB20-01A
61 years, male, alive, 131 days
1828.6
TCGA-EJ-A65J-01A
62 years, male, alive, 451 days
1823.7
TCGA-EJ-7123-01A
59 years, male, white, alive, 2572 days
1813.2
TCGA-M7-A724-01A
64 years, male, alive, 889 days
1801.9
TCGA-CH-5763-01A
66 years, male, white, alive, 365 days
1800.7
TCGA-CH-5789-01A
61 years, male, white, alive, 304 days
1798.5
TCGA-KC-A7FD-01A
62 years, male, alive, 270 days
1798.0
TCGA-CH-5764-01A
66 years, male, white, alive, 31 days
1796.0
TCGA-CH-5741-01A
56 years, male, white, alive, 395 days
1788.9
TCGA-2A-AAYU-01A
56 years, male, alive, 615 days
1788.3
TCGA-CH-5754-01A
65 years, male, white, alive, 62 days
1786.0
TCGA-KK-A8I6-01A
58 years, male, alive, 668 days
1774.4
TCGA-EJ-7793-01A
49 years, male, white, alive, 114 days
1758.9
TCGA-J4-A83K-01A
52 years, male, alive, 328 days
1749.8
TCGA-CH-5748-01A
64 years, male, white, alive, 31 days
1739.8
TCGA-J4-8198-01A
49 years, male, alive, 614 days
1733.5
TCGA-G9-7522-01A
49 years, male, alive, 1078 days
1732.2
TCGA-V1-A8WN-01A
48 years, male, alive, 924 days
1707.2
TCGA-EJ-5508-01A
65 years, male, white, alive, 1965 days
1702.3
TCGA-KK-A6E5-01A
63 years, male, alive, 2073 days
1699.2
TCGA-HC-7738-01A
58 years, male, white, alive, 964 days
1693.9
TCGA-VP-A875-01A
67 years, male, alive, 2309 days
1684.6
TCGA-HC-7819-01A
53 years, male, white, alive, 543 days
1682.2
TCGA-EJ-5512-01A
46 years, male, white, alive, 1733 days
1669.4
TCGA-KK-A8IJ-01A
59 years, male, alive, 1559 days
1653.4
TCGA-EJ-5497-01A
48 years, male, white, alive, 405 days
1636.2
TCGA-EJ-A46G-01A
71 years, male, alive, 668 days
1635.6
TCGA-HC-7231-01A
66 years, male, white, alive, 939 days
1615.3
TCGA-HC-8266-01A
55 years, male, alive, 473 days
1613.7
TCGA-HC-8258-01A
56 years, male, alive, 847 days
1605.9
TCGA-KK-A6E8-01A
68 years, male, alive, 1770 days
1583.6
TCGA-VN-A88Q-01A
60 years, male, alive, 1366 days
1559.1
TCGA-HC-A4ZV-01A
56 years, male, alive, 23 days
1532.4
TCGA-EJ-5527-01A
69 years, male, white, alive, 1778 days
1521.8
TCGA-J4-A6G3-01A
57 years, male, alive, 849 days
1497.5
TCGA-HC-7742-01A
58 years, male, white, alive, 938 days
1496.0
TCGA-VP-A872-01A
60 years, male, alive, 3631 days
1490.6
TCGA-EJ-5494-01A
50 years, male, white, alive, 1477 days
1484.2
TCGA-J4-A83N-01A
57 years, male, alive, 992 days
1483.5
TCGA-CH-5792-01A
57 years, male, white, alive, 91 days
1472.6
TCGA-EJ-A46I-01A
57 years, male, alive, 668 days
1470.1
TCGA-KK-A6E6-01A
69 years, male, alive, 3447 days
1467.2
TCGA-EJ-7786-01A
62 years, male, white, alive, 1096 days
1449.4
TCGA-G9-6366-01A
61 years, male, white, alive, 1947 days
1446.9
TCGA-EJ-7314-01A
62 years, male, white, alive, 1150 days
1442.0
TCGA-EJ-5524-01A
57 years, male, white, alive, 1882 days
1439.3
TCGA-CH-5752-01A
66 years, male, white, alive, 943 days
1437.6
TCGA-HC-7818-01A
66 years, male, white, alive, 938 days
1431.4
TCGA-KK-A6E0-01A
59 years, male, alive, 1483 days
1426.5
TCGA-KK-A7B2-01A
68 years, male, alive, 1099 days
1425.8
TCGA-XK-AAIW-01A
78 years, male, alive, 1218 days
1425.0
TCGA-VP-A87D-01A
54 years, male, alive, 1853 days
1414.7
TCGA-CH-5766-01A
55 years, male, white, alive, 31 days
1408.1
TCGA-EJ-7331-01A
64 years, male, white, alive, 742 days
1402.5
TCGA-CH-5791-01A
72 years, male, white, alive, 1004 days
1395.8
TCGA-CH-5739-01A
65 years, male, white, alive, 671 days
1393.3
TCGA-H9-7775-01A
68 years, male, white, alive, 185 days
1392.0
TCGA-EJ-5522-01A
51 years, male, white, alive, 2079 days
1384.5
TCGA-EJ-5498-01A
56 years, male, white, alive, 1720 days
1378.2
TCGA-HC-7737-01A
55 years, male, black or african american, alive, 1090 days
1375.6
TCGA-CH-5794-01A
65 years, male, white, alive, 882 days
1374.1
TCGA-EJ-5510-01A
49 years, male, white, alive, 1887 days
1347.6
TCGA-KK-A5A1-01A
72 years, male, dead, 2469 days
1338.9
TCGA-HC-7081-01A
male, white, alive, 1136 days
1338.2
TCGA-KK-A8ID-01A
70 years, male, alive, 2107 days
1336.4
TCGA-G9-6499-01A
66 years, male, white, alive, 1543 days
1330.0
TCGA-HC-A632-01A
68 years, male, alive, 61 days
1322.0
TCGA-QU-A6IP-01A
66 years, male, alive, 2620 days
1320.1
TCGA-EJ-5509-01A
64 years, male, white, alive, 1464 days
1315.7
TCGA-H9-A6BX-01A
60 years, male, alive, 941 days
1310.4
TCGA-EJ-5505-01A
57 years, male, white, alive, 922 days
1310.0
TCGA-CH-5740-01A
57 years, male, white, alive, 31 days
1303.9
TCGA-G9-6364-01A
72 years, male, white, alive, 1198 days
1298.8
TCGA-HC-8216-01A
58 years, male, alive, 682 days
1295.8
TCGA-J9-A52D-01A
71 years, male, alive, 212 days
1284.3
TCGA-CH-5761-01A
61 years, male, white, alive, 28 days
1283.3
TCGA-HC-8256-01A
53 years, male, alive, 860 days
1272.6
TCGA-KK-A59V-01A
64 years, male, alive, 3440 days
1271.2
TCGA-KK-A6E2-01A
54 years, male, alive, 5024 days
1270.0
TCGA-KK-A6DY-01A
50 years, male, alive, 4295 days
1267.1
TCGA-YL-A8SC-01A
66 years, male, alive, 1261 days
1266.8
TCGA-EJ-5507-01A
54 years, male, white, alive, 1457 days
1260.4
TCGA-EJ-7792-01A
53 years, male, white, alive, 1396 days
1247.0
TCGA-J9-A52C-01A
57 years, male, alive, 178 days
1241.7
TCGA-VP-A87C-01A
67 years, male, alive, 1690 days
1235.0
TCGA-EJ-7330-01A
68 years, male, white, alive, 191 days
1232.2
TCGA-HC-8213-01A
48 years, male, alive, 589 days
1224.1
TCGA-J9-A52E-01A
65 years, male, alive, 323 days
1223.9
TCGA-HC-7820-01A
72 years, male, white, alive, 747 days
1222.5
TCGA-HC-8259-01A
50 years, male, alive, 924 days
1219.2
TCGA-HC-7209-01A
60 years, male, white, alive, 440 days
1218.9
TCGA-J4-A67T-01A
63 years, male, alive, 183 days
1206.5
TCGA-VP-A87J-01A
56 years, male, alive, 1774 days
1197.6
TCGA-EJ-5525-01A
67 years, male, white, alive, 1115 days
1193.4
TCGA-KK-A7AU-01A
63 years, male, alive, 1775 days
1185.9
TCGA-CH-5737-01A
73 years, male, white, alive, 91 days
1182.2
TCGA-EJ-7783-01A
70 years, male, white, alive, 787 days
1181.6
TCGA-KK-A59X-01A
55 years, male, alive, 2535 days
1176.5
TCGA-J4-8200-01A
47 years, male, alive, 1218 days
1170.5
TCGA-HC-7749-01A
70 years, male, white, alive, 724 days
1168.3
TCGA-HC-7232-01A
66 years, male, white, alive, 1161 days
1161.7
TCGA-KK-A59Y-01A
56 years, male, alive, 1968 days
1157.0
TCGA-EJ-5501-01A
55 years, male, white, alive, 1365 days
1140.8
TCGA-EJ-A65F-01A
59 years, male, alive, 560 days
1135.3
TCGA-HC-7740-01B
59 years, male, white, alive, 717 days
1128.0
TCGA-EJ-5519-01A
64 years, male, white, alive, 1962 days
1102.7
TCGA-KC-A4BN-01A
55 years, male, alive, 1815 days
1102.4
TCGA-EJ-5531-01A
62 years, male, white, alive, 1273 days
1079.2
TCGA-HC-7233-01A
male, white, alive, 1355 days
1078.7
TCGA-EJ-5521-01A
63 years, male, white, alive, 2279 days
1071.6
TCGA-EJ-5502-01A
50 years, male, alive, 1171 days
1068.6
TCGA-EJ-7781-01A
65 years, male, white, alive, 1073 days
1061.8
TCGA-EJ-5514-01A
66 years, male, white, alive, 1829 days
1053.9
TCGA-EJ-7784-01A
63 years, male, white, alive, 781 days
1043.2
TCGA-KK-A6E1-01A
57 years, male, alive, 2198 days
1039.3
TCGA-KK-A7AY-01A
60 years, male, alive, 1754 days
1036.3
TCGA-EJ-A46H-01A
60 years, male, alive, 724 days
1022.6
TCGA-HC-7817-01B
52 years, male, alive, 928 days
1013.3
TCGA-EJ-7327-01A
61 years, male, white, alive, 923 days
1007.9
TCGA-EJ-7318-01B
51 years, male, alive, 1029 days
1003.2
TCGA-EJ-5542-01A
60 years, male, white, alive, 1513 days
983.0
TCGA-HC-7230-01A
50 years, male, white, alive, 1001 days
983.0
TCGA-HC-7747-01A
52 years, male, white, alive, 748 days
975.0
TCGA-CH-5738-01A
72 years, male, white, alive, 212 days
967.8
TCGA-EJ-A46B-01A
66 years, male, alive, 657 days
962.1
TCGA-VN-A88K-01A
58 years, male, alive, 776 days
947.1
TCGA-EJ-7315-01A
68 years, male, white, alive, 1008 days
938.4
TCGA-HI-7171-01A
56 years, male, white, dead, 1329 days
930.5
TCGA-KC-A4BL-01A
65 years, male, alive, 934 days
928.8
TCGA-J4-A6M7-01A
53 years, male, alive, 512 days
925.1
TCGA-EJ-5530-01A
61 years, male, white, alive, 1832 days
879.9
TCGA-G9-6333-01A
66 years, male, white, alive, 2465 days
869.9
TCGA-KC-A4BV-01A
66 years, male, alive, 1328 days
854.4
TCGA-EJ-5518-01A
66 years, male, white, alive, 2118 days
848.5
TCGA-KK-A7B0-01A
67 years, male, alive, 1329 days
839.8
TCGA-J4-A6G1-01A
68 years, male, alive, 769 days
838.5
TCGA-EJ-7794-01A
67 years, male, white, alive, 1306 days
808.9
TCGA-FC-7708-01A
52 years, male, asian, alive, 864 days
805.6
TCGA-EJ-8469-01A
46 years, male, alive, 2324 days
791.4
TCGA-HC-7211-01A
62 years, male, white, alive, 1221 days
775.6
TCGA-EJ-5511-01A
55 years, male, black or african american, alive, 1476 days
768.0
TCGA-EJ-A65E-01A
67 years, male, alive, 417 days
767.6
TCGA-EJ-A46E-01A
57 years, male, alive, 524 days
766.7
TCGA-EJ-7785-01A
54 years, male, white, alive, 1177 days
756.0
TCGA-EJ-5503-01A
50 years, male, white, alive, 1391 days
720.7
TCGA-HC-7077-01A
64 years, male, black or african american, alive, 2115 days
715.7
TCGA-G9-6351-01A
51 years, male, white, alive, 2048 days
710.6
TCGA-HC-7210-01A
74 years, male, white, alive, 868 days
704.9
TCGA-HC-7736-01A
59 years, male, white, alive, 1103 days
695.5
TCGA-G9-6342-01A
61 years, male, white, alive, 1696 days
690.6
TCGA-CH-5745-01A
68 years, male, white, alive, 91 days
686.9
TCGA-FC-7961-01A
62 years, male, white, alive, 469 days
676.9
TCGA-FC-A5OB-01A
53 years, male, alive, 680 days
670.0
TCGA-EJ-A65M-01A
65 years, male, alive, 230 days
666.7
TCGA-EJ-7782-01A
71 years, male, black or african american, alive, 1167 days
655.0
TCGA-EJ-5532-01A
57 years, male, white, alive, 1828 days
649.8
TCGA-HC-7212-01A
56 years, male, white, alive, 870 days
643.2
TCGA-EJ-7791-01A
67 years, male, white, alive, 1118 days
605.0
TCGA-J9-A52B-01A
62 years, male, alive, 422 days
579.6
TCGA-HC-7213-01A
53 years, male, white, alive, 1219 days
578.4
TCGA-HC-7748-01A
60 years, male, white, alive, 792 days
564.3
TCGA-HC-7079-01A
51 years, male, white, alive, 1184 days
551.2
TCGA-HC-8265-01B
66 years, male, alive, 483 days
477.2
TCGA-HC-A6AN-01A
67 years, male, alive, 49 days
472.9
TCGA-KK-A6E7-01A
46 years, male, alive, 2760 days
443.8
TCGA-J4-A67R-01A
65 years, male, alive, 910 days
424.9
TCGA-HC-7744-01A
46 years, male, white, alive, 531 days
404.2
TCGA-HC-A6HY-01A
51 years, male, alive, 134 days
392.0
TCGA-G9-6363-01A
64 years, male, white, alive, 1378 days
353.2
TCGA-FC-A66V-01A
74 years, male, alive, 524 days
351.1
TCGA-HC-A6AL-01A
64 years, male, alive, 67 days
336.9
TCGA-J4-A67S-01A
63 years, male, alive, 833 days
332.8
TCGA-EJ-7325-01B
63 years, male, alive, 1070 days
302.0
TCGA-EJ-A65B-01A
55 years, male, alive, 710 days
290.1
TCGA-EJ-A65D-01A
66 years, male, alive, 393 days
287.4
TCGA-J4-A67K-01A
68 years, male, alive, 1004 days
285.5
TCGA-H9-A6BY-01A
63 years, male, alive, 112 days
282.0
TCGA-HC-A6AQ-01A
60 years, male, alive, 106 days
277.4
TCGA-J4-A67Q-01A
77 years, male, alive, 975 days
272.8
TCGA-KK-A6E3-01A
56 years, male, alive, 2056 days
264.0
TCGA-J4-A67L-01A
54 years, male, alive, 770 days
256.5
TCGA-M7-A722-01A
65 years, male, alive, 1060 days
216.6
TCGA-QU-A6IO-01A
53 years, male, alive, 3716 days
201.5
TCGA-KK-A7AW-01A
57 years, male, alive, 1054 days
199.2
TCGA-QU-A6IL-01A
64 years, male, alive, 97 days
188.6
TCGA-HC-A6HX-01A
55 years, male, alive, 38 days
183.6
TCGA-KK-A6E4-01A
69 years, male, dead, 3502 days
182.0
TCGA-QU-A6IM-01A
59 years, male, alive, 1247 days
182.0
TCGA-J4-A67N-01A
61 years, male, alive, 937 days
162.9
TCGA-J4-A67M-01A
55 years, male, alive, 941 days
158.3
TCGA-HC-A6AS-01A
70 years, male, alive, 44 days
155.4
TCGA-HC-A6AP-01A
61 years, male, alive, 71 days
146.0
TCGA-HC-A6AO-01A
52 years, male, alive, 530 days
143.9
TCGA-G9-6379-01A
68 years, male, alive, 1778 days
124.6
TCGA-QU-A6IN-01A
61 years, male, alive, 4264 days
93.7
TCGA-EJ-A46F-01A
57 years, male, alive, 783 days
89.9
TCGA-FC-A6HD-01A
77 years, male, alive, 789 days
89.3
TCGA-G9-6347-01A
59 years, male, alive, 2089 days
71.1
TCGA-J4-A67O-01A
59 years, male, alive, 839 days
48.8
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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.