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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
5610.7
Number of samples
494
Samples
Sample
Description
FPKM
TCGA-HC-7752-01A
61 years, male, white, alive, 782 days
43759.4
TCGA-HI-7169-01A
55 years, male, white, alive, 2684 days
36406.9
TCGA-X4-A8KS-01A
61 years, male, alive, 979 days
33478.6
TCGA-V1-A9OT-01A
62 years, male, alive, 476 days
23683.6
TCGA-G9-6498-01A
53 years, male, alive, 1952 days
23343.9
TCGA-KK-A59Z-01A
66 years, male, alive, 2628 days
22105.4
TCGA-ZG-A9LM-01A
72 years, male, alive, 378 days
19589.8
TCGA-X4-A8KQ-01A
65 years, male, alive, 1383 days
19579.6
TCGA-V1-A8MF-01A
66 years, male, alive, 1449 days
19531.9
TCGA-HC-A9TE-01A
64 years, male, alive, 587 days
18106.9
TCGA-G9-6496-01A
61 years, male, white, alive, 1726 days
16892.9
TCGA-MG-AAMC-01A
59 years, male, alive, 173 days
16708.6
TCGA-XJ-A9DX-01A
male, alive, 973 days
16554.3
TCGA-G9-6343-01A
62 years, male, white, alive, 2450 days
16462.8
TCGA-G9-6338-01A
61 years, male, white, alive, 2028 days
16320.7
TCGA-KK-A8IB-01A
65 years, male, alive, 83 days
14751.2
TCGA-WW-A8ZI-01A
70 years, male, alive, 449 days
14539.1
TCGA-M7-A723-01A
54 years, male, alive, 763 days
14481.2
TCGA-HI-7170-01A
58 years, male, white, alive, 2522 days
13441.8
TCGA-G9-6369-01A
55 years, male, white, alive, 1215 days
13287.2
TCGA-2A-A8VX-01A
70 years, male, alive, 1378 days
12864.5
TCGA-J9-A8CN-01A
53 years, male, alive, 1237 days
12797.4
TCGA-V1-A9OX-01A
57 years, male, alive, 1134 days
12790.3
TCGA-XK-AAJT-01A
75 years, male, alive, 1434 days
12757.2
TCGA-KK-A7AQ-01A
62 years, male, alive, 1610 days
12463.0
TCGA-V1-A9ZI-01A
69 years, male, alive, 1640 days
12254.5
TCGA-VP-A87B-01A
63 years, male, alive, 2722 days
12240.2
TCGA-G9-6362-01A
57 years, male, white, alive, 1443 days
12155.6
TCGA-HC-7745-01A
65 years, male, white, alive, 721 days
12144.2
TCGA-VN-A88M-01A
55 years, male, alive, 189 days
12094.5
TCGA-KK-A5A1-01A
72 years, male, dead, 2469 days
11895.6
TCGA-HC-7078-01A
69 years, male, white, alive, 1985 days
11397.4
TCGA-VN-A88P-01A
60 years, male, alive, 1260 days
10560.3
TCGA-J9-A52E-01A
65 years, male, alive, 323 days
10338.9
TCGA-G9-7519-01A
58 years, male, alive, 849 days
10332.2
TCGA-V1-A9OA-01A
62 years, male, alive, 636 days
10250.3
TCGA-FC-A8O0-01A
68 years, male, alive, 616 days
10073.6
TCGA-HI-7168-01A
62 years, male, white, alive, 3323 days
10044.7
TCGA-2A-A8VO-01A
57 years, male, alive, 1701 days
10018.5
TCGA-ZG-A9L6-01A
64 years, male, alive, 687 days
9983.7
TCGA-J4-AAU2-01A
59 years, male, alive, 825 days
9962.6
TCGA-ZG-A9LB-01A
72 years, male, alive, 583 days
9887.1
TCGA-EJ-A7NF-01A
56 years, male, alive, 250 days
9806.5
TCGA-KK-A8IG-01A
55 years, male, alive, 2505 days
9771.4
TCGA-G9-6378-01A
54 years, male, black or african american, alive, 1155 days
9767.0
TCGA-HC-A76W-01A
73 years, male, alive, 213 days
9704.2
TCGA-XJ-A83F-01A
male, alive, 1127 days
9675.4
TCGA-G9-7523-01A
44 years, male, alive, 857 days
9642.7
TCGA-ZG-A9L0-01A
71 years, male, alive, 355 days
9602.7
TCGA-V1-A8WS-01A
57 years, male, alive, 474 days
9498.9
TCGA-J9-A8CL-01A
66 years, male, alive, 405 days
9476.3
TCGA-YL-A8HO-01A
67 years, male, alive, 2304 days
9471.2
TCGA-G9-6329-01A
67 years, male, white, alive, 1266 days
9467.6
TCGA-ZG-A9NI-01A
73 years, male, alive, 132 days
9402.0
TCGA-EJ-7317-01A
71 years, male, white, alive, 771 days
9396.9
TCGA-2A-AAYO-01A
58 years, male, alive, 1272 days
9382.2
TCGA-EJ-A46G-01A
71 years, male, alive, 668 days
9252.3
TCGA-ZG-A8QY-01A
67 years, male, alive, 404 days
9183.5
TCGA-TK-A8OK-01A
73 years, male, alive, 27 days
9170.1
TCGA-KC-A7FA-01A
63 years, male, alive, 598 days
9112.3
TCGA-YL-A8S8-01A
68 years, male, alive, 1890 days
9026.2
TCGA-XJ-A9DQ-01A
male, alive, 91 days
8983.0
TCGA-CH-5767-01A
66 years, male, white, alive, 458 days
8923.7
TCGA-KK-A7AZ-01A
56 years, male, alive, 1519 days
8848.0
TCGA-G9-6373-01A
68 years, male, white, alive, 811 days
8820.8
TCGA-YL-A8SJ-01B
60 years, male, alive, 1395 days
8818.0
TCGA-YL-A8SO-01B
64 years, male, alive, 3479 days
8739.9
TCGA-EJ-A7NH-01A
56 years, male, alive, 474 days
8732.4
TCGA-TP-A8TV-01A
62 years, male, alive, 610 days
8723.5
TCGA-HC-7750-01A
50 years, male, white, alive, 522 days
8693.5
TCGA-YL-A8HJ-01A
58 years, male, alive, 1611 days
8688.9
TCGA-ZG-A9LU-01A
67 years, male, alive, 579 days
8687.4
TCGA-ZG-A9LN-01A
57 years, male, alive, 115 days
8594.1
TCGA-ZG-A8QX-01A
56 years, male, alive, 442 days
8507.5
TCGA-2A-A8W1-01A
54 years, male, alive, 112 days
8281.8
TCGA-YL-A9WK-01A
63 years, male, alive, 2136 days
8256.4
TCGA-YL-A8SB-01A
62 years, male, alive, 1719 days
8187.1
TCGA-V1-A9OH-01A
64 years, male, alive, 2403 days
7956.1
TCGA-XA-A8JR-01A
68 years, male, alive, 376 days
7928.0
TCGA-VN-A88O-01A
49 years, male, alive, 481 days
7923.3
TCGA-ZG-A9M4-01A
65 years, male, alive, 547 days
7897.7
TCGA-HC-A8D0-01A
61 years, male, alive, 775 days
7886.0
TCGA-J9-A8CK-01A
66 years, male, alive, 321 days
7844.3
TCGA-2A-A8W3-01A
70 years, male, alive, 863 days
7722.6
TCGA-YL-A8SH-01B
69 years, male, dead, 875 days
7718.1
TCGA-YL-A8SQ-01B
61 years, male, alive, 2083 days
7649.3
TCGA-EJ-A65G-01A
57 years, male, alive, 666 days
7634.0
TCGA-V1-A9OQ-01A
68 years, male, alive, 371 days
7629.8
TCGA-J9-A52C-01A
57 years, male, alive, 178 days
7614.0
TCGA-EJ-7115-01A
65 years, male, white, alive, 2687 days
7594.1
TCGA-CH-5751-01A
68 years, male, white, alive, 1065 days
7586.1
TCGA-J4-A83M-01A
64 years, male, alive, 543 days
7568.2
TCGA-KK-A8IK-01A
56 years, male, alive, 2052 days
7533.1
TCGA-V1-A8MG-01A
54 years, male, alive, 857 days
7505.8
TCGA-G9-6339-01A
58 years, male, alive, 2551 days
7485.1
TCGA-HC-8261-01A
48 years, male, alive, 546 days
7448.0
TCGA-4L-AA1F-01A
64 years, male, alive, 350 days
7363.7
TCGA-ZG-A9KY-01A
73 years, male, alive, 130 days
7339.7
TCGA-KK-A59V-01A
64 years, male, alive, 3440 days
7338.7
TCGA-V1-A9Z8-01A
60 years, male, alive, 827 days
7335.9
TCGA-YL-A9WI-01A
63 years, male, alive, 1623 days
7333.6
TCGA-ZG-A9L9-01A
60 years, male, alive, 617 days
7308.8
TCGA-HC-A631-01A
67 years, male, alive, 54 days
7301.8
TCGA-EJ-7328-01A
70 years, male, white, alive, 842 days
7290.1
TCGA-EJ-AB20-01A
61 years, male, alive, 131 days
7281.7
TCGA-G9-6333-01A
66 years, male, white, alive, 2465 days
7281.3
TCGA-HC-8262-01A
57 years, male, alive, 679 days
7266.4
TCGA-HC-A4ZV-01A
56 years, male, alive, 23 days
7155.6
TCGA-XJ-A83G-01A
male, alive, 1461 days
7094.7
TCGA-M7-A71Z-01A
62 years, male, alive, 643 days
7081.9
TCGA-HC-7737-01A
55 years, male, black or african american, alive, 1090 days
7029.6
TCGA-KK-A8I4-01A
64 years, male, alive, 2259 days
6891.6
TCGA-V1-A8ML-01A
64 years, male, alive, 448 days
6888.0
TCGA-G9-6336-01A
57 years, male, white, alive, 2068 days
6884.7
TCGA-XQ-A8TA-01A
59 years, male, dead, 146 days
6873.8
TCGA-HC-7821-01A
54 years, male, white, alive, 956 days
6824.2
TCGA-V1-A8WV-01A
53 years, male, alive, 686 days
6774.8
TCGA-G9-6499-01A
66 years, male, white, alive, 1543 days
6743.0
TCGA-J4-A83L-01A
61 years, male, alive, 720 days
6705.8
TCGA-G9-6385-01A
66 years, male, white, alive, 830 days
6672.2
TCGA-XK-AAJA-01A
62 years, male, alive, 930 days
6587.4
TCGA-EJ-A8FN-01A
58 years, male, alive, 329 days
6584.8
TCGA-KK-A8IF-01A
57 years, male, alive, 804 days
6536.7
TCGA-V1-A9O7-01A
61 years, male, alive, 2499 days
6519.8
TCGA-EJ-8472-01A
63 years, male, alive, 756 days
6467.9
TCGA-VP-A87H-01A
76 years, male, alive, 663 days
6444.2
TCGA-EJ-A46I-01A
57 years, male, alive, 668 days
6441.4
TCGA-2A-A8VL-01A
51 years, male, alive, 621 days
6435.3
TCGA-HC-A48F-01A
47 years, male, alive, 680 days
6405.4
TCGA-G9-A9S0-01A
53 years, male, dead, 791 days
6364.8
TCGA-G9-6377-01A
61 years, male, white, alive, 958 days
6361.8
TCGA-EJ-A8FS-01A
66 years, male, alive, 266 days
6350.9
TCGA-M7-A71Y-01A
55 years, male, alive, 493 days
6276.2
TCGA-KK-A8IA-01A
69 years, male, alive, 1931 days
6273.1
TCGA-KK-A6E5-01A
63 years, male, alive, 2073 days
6264.3
TCGA-EJ-7789-01A
66 years, male, black or african american, alive, 1105 days
6247.9
TCGA-G9-7510-01A
66 years, male, alive, 1185 days
6231.9
TCGA-HC-7075-01A
male, white, alive, 601 days
6200.8
TCGA-G9-7525-01A
64 years, male, alive, 994 days
6181.1
TCGA-EJ-A7NN-01A
61 years, male, alive, 197 days
6130.6
TCGA-G9-6356-01A
60 years, male, white, alive, 1434 days
6126.4
TCGA-VN-A88N-01A
62 years, male, alive, 766 days
6124.7
TCGA-HC-A8D1-01A
68 years, male, alive, 573 days
6122.2
TCGA-ZG-A9LY-01A
60 years, male, alive, 370 days
6110.2
TCGA-EJ-A46B-01A
66 years, male, alive, 657 days
6097.3
TCGA-EJ-7312-01B
58 years, male, alive, 1099 days
6069.3
TCGA-YL-A8SK-01B
67 years, male, alive, 1408 days
6052.9
TCGA-CH-5746-01A
57 years, male, white, alive, 731 days
6032.0
TCGA-2A-A8VV-01A
52 years, male, alive, 671 days
6004.2
TCGA-ZG-A9LS-01A
64 years, male, alive, 516 days
6002.9
TCGA-HC-8257-01A
70 years, male, alive, 726 days
5999.4
TCGA-V1-A8MM-01A
61 years, male, alive, 1195 days
5996.3
TCGA-HC-A632-01A
68 years, male, alive, 61 days
5985.0
TCGA-HC-A8CY-01A
63 years, male, alive, 290 days
5974.5
TCGA-CH-5744-01A
64 years, male, white, alive, 60 days
5949.5
TCGA-VN-A88L-01A
54 years, male, alive, 746 days
5918.7
TCGA-KK-A8I7-01A
55 years, male, alive, 2002 days
5909.8
TCGA-YJ-A8SW-01A
male, alive, 148 days
5874.3
TCGA-EJ-A65J-01A
62 years, male, alive, 451 days
5813.7
TCGA-G9-6366-01A
61 years, male, white, alive, 1947 days
5801.3
TCGA-EJ-A8FU-01A
64 years, male, alive, 138 days
5793.2
TCGA-M7-A721-01A
70 years, male, alive, 400 days
5779.5
TCGA-G9-6354-01A
55 years, male, alive, 2066 days
5761.4
TCGA-HC-7080-01A
66 years, male, white, alive, 1106 days
5746.8
TCGA-KK-A8IL-01A
65 years, male, dead, 628 days
5745.8
TCGA-KK-A7B3-01A
62 years, male, alive, 899 days
5739.4
TCGA-ZG-A9L5-01A
58 years, male, alive, 908 days
5724.3
TCGA-EJ-A8FP-01A
59 years, male, alive, 299 days
5686.3
TCGA-YL-A8S9-01A
63 years, male, alive, 1842 days
5675.6
TCGA-KC-A7F3-01A
67 years, male, alive, 665 days
5668.2
TCGA-KK-A7AP-01A
55 years, male, alive, 196 days
5605.4
TCGA-G9-6365-01A
71 years, male, white, alive, 1363 days
5601.8
TCGA-KC-A4BR-01A
76 years, male, alive, 1349 days
5592.9
TCGA-ZG-A9L1-01A
66 years, male, alive, 1302 days
5577.2
TCGA-VP-A875-01A
67 years, male, alive, 2309 days
5506.7
TCGA-QU-A6IP-01A
66 years, male, alive, 2620 days
5504.9
TCGA-G9-6364-01A
72 years, male, white, alive, 1198 days
5421.9
TCGA-KK-A6E8-01A
68 years, male, alive, 1770 days
5417.2
TCGA-EJ-5506-01A
67 years, male, white, alive, 1381 days
5416.2
TCGA-EJ-A46E-01A
57 years, male, alive, 524 days
5409.2
TCGA-XK-AAJP-01A
66 years, male, alive, 1259 days
5407.4
TCGA-M7-A724-01A
64 years, male, alive, 889 days
5405.9
TCGA-ZG-A9N3-01A
73 years, male, alive, 349 days
5400.5
TCGA-ZG-A8QW-01A
72 years, male, alive, 94 days
5396.6
TCGA-CH-5771-01A
63 years, male, white, alive, 396 days
5356.8
TCGA-EJ-5517-01A
55 years, male, white, alive, 1889 days
5344.2
TCGA-VP-A878-01A
58 years, male, alive, 3130 days
5337.7
TCGA-KK-A8I5-01A
55 years, male, alive, 3096 days
5295.9
TCGA-CH-5743-01A
66 years, male, white, alive, 425 days
5294.4
TCGA-CH-5753-01A
70 years, male, white, alive, 31 days
5269.5
TCGA-KK-A7B1-01A
65 years, male, alive, 1063 days
5248.5
TCGA-EJ-A7NK-01A
58 years, male, alive, 476 days
5248.0
TCGA-YL-A8HM-01A
66 years, male, alive, 1482 days
5238.5
TCGA-YL-A8HK-01A
59 years, male, alive, 1491 days
5232.9
TCGA-G9-A9S4-01A
62 years, male, alive, 906 days
5207.9
TCGA-XJ-A9DK-01A
male, alive, 275 days
5184.2
TCGA-EJ-A46H-01A
60 years, male, alive, 724 days
5153.2
TCGA-EJ-A7NG-01A
64 years, male, alive, 432 days
5135.9
TCGA-ZG-A9ND-01A
55 years, male, alive, 410 days
5128.6
TCGA-G9-6370-01A
52 years, male, white, alive, 1156 days
5115.3
TCGA-H9-A6BX-01A
60 years, male, alive, 941 days
5102.6
TCGA-YL-A9WJ-01A
47 years, male, dead, 1855 days
5090.0
TCGA-J4-AATV-01A
71 years, male, alive, 553 days
5087.8
TCGA-KC-A7FE-01A
62 years, male, alive, 352 days
5084.9
TCGA-KK-A7AV-01A
58 years, male, alive, 822 days
5084.1
TCGA-G9-6353-01A
58 years, male, white, alive, 1542 days
5077.7
TCGA-ZG-A9MC-01A
69 years, male, alive, 455 days
5065.0
TCGA-J4-A67T-01A
63 years, male, alive, 183 days
5031.7
TCGA-HC-A76X-01A
62 years, male, alive, 150 days
5021.8
TCGA-EJ-A6RC-01A
64 years, male, alive, 873 days
4991.2
TCGA-HC-7742-01A
58 years, male, white, alive, 938 days
4979.1
TCGA-Y6-A8TL-01A
65 years, male, alive, 992 days
4978.6
TCGA-EJ-8474-01A
70 years, male, alive, 766 days
4957.2
TCGA-HC-7740-01B
59 years, male, white, alive, 717 days
4936.6
TCGA-KC-A4BL-01A
65 years, male, alive, 934 days
4931.2
TCGA-EJ-7793-01A
49 years, male, white, alive, 114 days
4909.4
TCGA-EJ-7314-01A
62 years, male, white, alive, 1150 days
4861.5
TCGA-XK-AAJU-01A
65 years, male, alive, 1576 days
4860.7
TCGA-YL-A9WY-01A
57 years, male, alive, 1098 days
4853.0
TCGA-XQ-A8TB-01A
67 years, male, alive, 770 days
4848.3
TCGA-KC-A4BN-01A
55 years, male, alive, 1815 days
4843.1
TCGA-CH-5764-01A
66 years, male, white, alive, 31 days
4837.3
TCGA-KK-A6E6-01A
69 years, male, alive, 3447 days
4831.4
TCGA-KK-A6E2-01A
54 years, male, alive, 5024 days
4822.3
TCGA-EJ-5494-01A
50 years, male, white, alive, 1477 days
4812.9
TCGA-YL-A8SR-01B
64 years, male, alive, 273 days
4791.5
TCGA-HC-7738-01A
58 years, male, white, alive, 964 days
4757.9
TCGA-YL-A9WH-01A
67 years, male, alive, 427 days
4749.5
TCGA-EJ-5499-01A
61 years, male, asian, alive, 1415 days
4723.2
TCGA-CH-5790-01A
64 years, male, white, alive, 974 days
4715.0
TCGA-XJ-A9DI-01A
male, alive, 1461 days
4711.9
TCGA-G9-7521-01A
52 years, male, alive, 942 days
4710.0
TCGA-KK-A7B4-01A
64 years, male, alive, 987 days
4709.4
TCGA-G9-6367-01A
60 years, male, white, alive, 1222 days
4694.1
TCGA-CH-5750-01A
72 years, male, white, alive, 396 days
4664.2
TCGA-HC-8260-01A
43 years, male, alive, 686 days
4661.7
TCGA-G9-6342-01A
61 years, male, white, alive, 1696 days
4655.3
TCGA-J9-A52D-01A
71 years, male, alive, 212 days
4638.5
TCGA-V1-A8MK-01A
42 years, male, alive, 508 days
4635.5
TCGA-XK-AAJ3-01A
56 years, male, alive, 1262 days
4629.5
TCGA-EJ-7123-01A
59 years, male, white, alive, 2572 days
4617.0
TCGA-CH-5769-01A
48 years, male, white, alive, 62 days
4604.3
TCGA-HC-8266-01A
55 years, male, alive, 473 days
4593.1
TCGA-CH-5754-01A
65 years, male, white, alive, 62 days
4592.0
TCGA-CH-5772-01A
63 years, male, white, alive, 486 days
4589.0
TCGA-V1-A9OF-01A
50 years, male, alive, 1184 days
4567.3
TCGA-G9-6351-01A
51 years, male, white, alive, 2048 days
4553.3
TCGA-CH-5765-01A
55 years, male, white, alive, 700 days
4541.8
TCGA-KK-A8I9-01A
61 years, male, alive, 1001 days
4520.8
TCGA-M7-A720-01A
53 years, male, alive, 384 days
4520.0
TCGA-KK-A59Y-01A
56 years, male, alive, 1968 days
4518.4
TCGA-HC-7818-01A
66 years, male, white, alive, 938 days
4517.0
TCGA-KK-A8I6-01A
58 years, male, alive, 668 days
4465.9
TCGA-HC-8264-01B
60 years, male, alive, 48 days
4452.9
TCGA-V1-A9ZG-01A
65 years, male, alive, 1517 days
4449.6
TCGA-G9-6332-01A
55 years, male, white, alive, 2657 days
4448.9
TCGA-VP-A87E-01A
59 years, male, alive, 2037 days
4441.6
TCGA-KC-A7F5-01A
54 years, male, alive, 91 days
4430.7
TCGA-XK-AAJR-01A
62 years, male, alive, 1124 days
4429.4
TCGA-HC-8216-01A
58 years, male, alive, 682 days
4409.2
TCGA-J4-AATZ-01A
66 years, male, alive, 412 days
4405.9
TCGA-G9-6361-01A
61 years, male, white, alive, 1415 days
4391.0
TCGA-KK-A7B0-01A
67 years, male, alive, 1329 days
4337.3
TCGA-V1-A9Z9-01A
64 years, male, alive, 540 days
4331.9
TCGA-KK-A7B2-01A
68 years, male, alive, 1099 days
4327.4
TCGA-KC-A4BV-01A
66 years, male, alive, 1328 days
4294.7
TCGA-J4-A83K-01A
52 years, male, alive, 328 days
4266.1
TCGA-HC-7231-01A
66 years, male, white, alive, 939 days
4264.5
TCGA-VN-A88I-01A
59 years, male, alive, 269 days
4264.3
TCGA-J9-A8CP-01A
66 years, male, alive, 386 days
4262.8
TCGA-J4-A6G3-01A
57 years, male, alive, 849 days
4254.8
TCGA-V1-A9O9-01A
57 years, male, alive, 2870 days
4247.6
TCGA-HC-7749-01A
70 years, male, white, alive, 724 days
4237.8
TCGA-ZG-A9LZ-01A
66 years, male, alive, 692 days
4226.2
TCGA-G9-6348-01A
68 years, male, white, alive, 1515 days
4210.6
TCGA-V1-A9ZR-01A
69 years, male, alive, 1361 days
4207.8
TCGA-YL-A8SP-01B
58 years, male, alive, 2366 days
4199.3
TCGA-EJ-A6RA-01A
70 years, male, alive, 353 days
4194.9
TCGA-YL-A9WX-01A
68 years, male, alive, 1518 days
4194.0
TCGA-VN-A88R-01A
53 years, male, alive, 784 days
4185.3
TCGA-EJ-5512-01A
46 years, male, white, alive, 1733 days
4173.3
TCGA-CH-5768-01A
72 years, male, white, alive, 731 days
4172.7
TCGA-2A-AAYF-01A
57 years, male, alive, 1364 days
4169.9
TCGA-HC-7081-01A
male, white, alive, 1136 days
4166.4
TCGA-KK-A8II-01A
61 years, male, dead, 3467 days
4164.8
TCGA-KK-A8IM-01A
55 years, male, alive, 1915 days
4164.1
TCGA-G9-6371-01A
58 years, male, white, alive, 1226 days
4160.1
TCGA-EJ-A46D-01A
53 years, male, alive, 626 days
4139.1
TCGA-EJ-AB27-01A
51 years, male, alive, 145 days
4129.6
TCGA-EJ-7792-01A
53 years, male, white, alive, 1396 days
4118.1
TCGA-KK-A8IC-01A
54 years, male, alive, 2051 days
4112.3
TCGA-SU-A7E7-01A
60 years, male, alive, 551 days
4101.7
TCGA-EJ-A8FO-01A
51 years, male, alive, 282 days
4093.0
TCGA-VP-A879-01A
70 years, male, dead, 728 days
4091.7
TCGA-CH-5763-01A
66 years, male, white, alive, 365 days
4089.2
TCGA-ZG-A9L4-01A
61 years, male, alive, 1108 days
4088.3
TCGA-CH-5762-01A
60 years, male, white, alive, 1339 days
4064.8
TCGA-KC-A7F6-01A
64 years, male, alive, 263 days
4057.5
TCGA-EJ-7781-01A
65 years, male, white, alive, 1073 days
4050.8
TCGA-QU-A6IM-01A
59 years, male, alive, 1247 days
4045.0
TCGA-YL-A8HL-01A
58 years, male, alive, 1565 days
4024.6
TCGA-FC-A4JI-01A
71 years, male, alive, 877 days
4020.4
TCGA-KK-A8IJ-01A
59 years, male, alive, 1559 days
4002.3
TCGA-M7-A725-01A
56 years, male, alive, 573 days
3998.6
TCGA-EJ-7788-01A
53 years, male, white, alive, 859 days
3997.4
TCGA-HC-8213-01A
48 years, male, alive, 589 days
3978.5
TCGA-EJ-7125-01A
45 years, male, white, alive, 2850 days
3970.2
TCGA-CH-5748-01A
64 years, male, white, alive, 31 days
3936.9
TCGA-EJ-5515-01A
60 years, male, white, alive, 1832 days
3935.1
TCGA-CH-5792-01A
57 years, male, white, alive, 91 days
3916.9
TCGA-KK-A6E0-01A
59 years, male, alive, 1483 days
3903.0
TCGA-J4-A83N-01A
57 years, male, alive, 992 days
3897.9
TCGA-CH-5761-01A
61 years, male, white, alive, 28 days
3895.7
TCGA-V1-A8WL-01A
65 years, male, alive, 1948 days
3895.4
TCGA-EJ-A65F-01A
59 years, male, alive, 560 days
3863.8
TCGA-J4-A83J-01A
68 years, male, alive, 696 days
3858.8
TCGA-EJ-7786-01A
62 years, male, white, alive, 1096 days
3855.1
TCGA-V1-A8WW-01A
60 years, male, alive, 1078 days
3851.7
TCGA-EJ-5504-01A
65 years, male, white, alive, 1427 days
3850.6
TCGA-G9-7522-01A
49 years, male, alive, 1078 days
3847.3
TCGA-VP-A872-01A
60 years, male, alive, 3631 days
3845.9
TCGA-V1-A9ZK-01A
69 years, male, alive, 1383 days
3839.1
TCGA-CH-5794-01A
65 years, male, white, alive, 882 days
3832.6
TCGA-EJ-5524-01A
57 years, male, white, alive, 1882 days
3821.4
TCGA-VN-A88Q-01A
60 years, male, alive, 1366 days
3796.4
TCGA-V1-A9OY-01A
58 years, male, alive, 1067 days
3784.7
TCGA-XK-AAK1-01A
62 years, male, alive, 979 days
3774.3
TCGA-XK-AAIV-01A
63 years, male, alive, 1133 days
3746.6
TCGA-KK-A8I8-01A
69 years, male, alive, 967 days
3746.3
TCGA-HC-7747-01A
52 years, male, white, alive, 748 days
3738.0
TCGA-EJ-5508-01A
65 years, male, white, alive, 1965 days
3736.0
TCGA-YL-A8SA-01A
69 years, male, alive, 512 days
3726.5
TCGA-EJ-A7NJ-01A
59 years, male, alive, 197 days
3725.9
TCGA-J9-A8CM-01A
66 years, male, alive, 463 days
3694.8
TCGA-CH-5789-01A
61 years, male, white, alive, 304 days
3674.6
TCGA-G9-6384-01A
53 years, male, white, alive, 765 days
3673.5
TCGA-G9-7509-01A
48 years, male, alive, 1610 days
3671.6
TCGA-HC-7819-01A
53 years, male, white, alive, 543 days
3666.6
TCGA-KK-A6DY-01A
50 years, male, alive, 4295 days
3632.8
TCGA-ZG-A9L2-01A
70 years, male, alive, 1154 days
3627.7
TCGA-ZG-A8QZ-01A
65 years, male, alive, 308 days
3625.7
TCGA-EJ-5509-01A
64 years, male, white, alive, 1464 days
3621.5
TCGA-HC-7230-01A
50 years, male, white, alive, 1001 days
3606.5
TCGA-XK-AAIR-01A
75 years, male, alive, 972 days
3603.9
TCGA-CH-5745-01A
68 years, male, white, alive, 91 days
3598.5
TCGA-EJ-7218-01B
71 years, male, alive, 2542 days
3589.1
TCGA-CH-5788-01A
69 years, male, white, alive, 821 days
3583.1
TCGA-EJ-5526-01A
56 years, male, white, alive, 1909 days
3583.0
TCGA-VN-A943-01A
71 years, male, alive, 496 days
3579.8
TCGA-G9-A9S7-01A
55 years, male, alive, 728 days
3571.4
TCGA-V1-A9Z7-01A
55 years, male, alive, 874 days
3559.0
TCGA-EJ-7327-01A
61 years, male, white, alive, 923 days
3558.6
TCGA-EJ-7797-01A
53 years, male, white, alive, 983 days
3555.7
TCGA-KK-A8IH-01A
50 years, male, alive, 2013 days
3552.1
TCGA-V1-A8MU-01A
57 years, male, alive, 1876 days
3534.3
TCGA-J4-8200-01A
47 years, male, alive, 1218 days
3521.7
TCGA-J4-8198-01A
49 years, male, alive, 614 days
3507.9
TCGA-KK-A7AY-01A
60 years, male, alive, 1754 days
3496.5
TCGA-V1-A8X3-01A
52 years, male, alive, 202 days
3489.7
TCGA-J4-A6G1-01A
68 years, male, alive, 769 days
3485.6
TCGA-KK-A8ID-01A
70 years, male, alive, 2107 days
3483.2
TCGA-VP-A876-01A
46 years, male, alive, 3333 days
3477.4
TCGA-EJ-5501-01A
55 years, male, white, alive, 1365 days
3466.7
TCGA-HC-8265-01B
66 years, male, alive, 483 days
3461.7
TCGA-Y6-A9XI-01A
72 years, male, alive, 526 days
3460.2
TCGA-EJ-5510-01A
49 years, male, white, alive, 1887 days
3444.3
TCGA-VP-AA1N-01A
70 years, male, alive, 1365 days
3410.1
TCGA-G9-6494-01A
66 years, male, white, alive, 1771 days
3407.4
TCGA-EJ-7321-01A
57 years, male, black or african american, alive, 824 days
3400.0
TCGA-YL-A8SI-01A
69 years, male, alive, 1614 days
3399.8
TCGA-J9-A52B-01A
62 years, male, alive, 422 days
3395.3
TCGA-H9-7775-01A
68 years, male, white, alive, 185 days
3341.6
TCGA-HC-8258-01A
56 years, male, alive, 847 days
3336.9
TCGA-VP-A87K-01A
63 years, male, alive, 1306 days
3326.1
TCGA-HC-7817-01B
52 years, male, alive, 928 days
3306.0
TCGA-KC-A7FD-01A
62 years, male, alive, 270 days
3300.5
TCGA-TP-A8TT-01A
64 years, male, alive, 526 days
3291.5
TCGA-HC-7820-01A
72 years, male, white, alive, 747 days
3289.1
TCGA-HC-7232-01A
66 years, male, white, alive, 1161 days
3282.7
TCGA-HI-7171-01A
56 years, male, white, dead, 1329 days
3265.0
TCGA-EJ-A65M-01A
65 years, male, alive, 230 days
3261.5
TCGA-YL-A8SC-01A
66 years, male, alive, 1261 days
3249.8
TCGA-HC-8259-01A
50 years, male, alive, 924 days
3243.2
TCGA-CH-5739-01A
65 years, male, white, alive, 671 days
3233.8
TCGA-EJ-7330-01A
68 years, male, white, alive, 191 days
3221.0
TCGA-EJ-7784-01A
63 years, male, white, alive, 781 days
3217.0
TCGA-EJ-7783-01A
70 years, male, white, alive, 787 days
3203.4
TCGA-YL-A9WL-01A
59 years, male, alive, 740 days
3191.4
TCGA-EJ-5495-01A
68 years, male, white, alive, 1760 days
3179.0
TCGA-QU-A6IO-01A
53 years, male, alive, 3716 days
3176.1
TCGA-J4-A83I-01A
63 years, male, alive, 685 days
3172.0
TCGA-EJ-5502-01A
50 years, male, alive, 1171 days
3123.2
TCGA-EJ-A65E-01A
67 years, male, alive, 417 days
3119.4
TCGA-EJ-5521-01A
63 years, male, white, alive, 2279 days
3113.5
TCGA-EJ-8470-01A
58 years, male, alive, 1159 days
3083.2
TCGA-KK-A7AU-01A
63 years, male, alive, 1775 days
3069.6
TCGA-CH-5741-01A
56 years, male, white, alive, 395 days
3047.1
TCGA-EJ-7331-01A
64 years, male, white, alive, 742 days
3032.8
TCGA-V1-A9OL-01A
66 years, male, alive, 1913 days
3007.8
TCGA-J4-A6M7-01A
53 years, male, alive, 512 days
3001.3
TCGA-VP-A87D-01A
54 years, male, alive, 1853 days
2998.2
TCGA-EJ-7318-01B
51 years, male, alive, 1029 days
2979.6
TCGA-HC-7077-01A
64 years, male, black or african american, alive, 2115 days
2966.0
TCGA-EJ-5496-01A
59 years, male, white, alive, 595 days
2961.3
TCGA-EJ-5531-01A
62 years, male, white, alive, 1273 days
2960.4
TCGA-J4-A67Q-01A
77 years, male, alive, 975 days
2936.0
TCGA-V1-A8WN-01A
48 years, male, alive, 924 days
2927.8
TCGA-CH-5740-01A
57 years, male, white, alive, 31 days
2925.9
TCGA-EJ-7785-01A
54 years, male, white, alive, 1177 days
2918.1
TCGA-HC-7209-01A
60 years, male, white, alive, 440 days
2916.3
TCGA-KK-A6E1-01A
57 years, male, alive, 2198 days
2914.2
TCGA-EJ-7782-01A
71 years, male, black or african american, alive, 1167 days
2906.8
TCGA-CH-5791-01A
72 years, male, white, alive, 1004 days
2904.9
TCGA-CH-5737-01A
73 years, male, white, alive, 91 days
2892.3
TCGA-EJ-7794-01A
67 years, male, white, alive, 1306 days
2889.9
TCGA-HC-7233-01A
male, white, alive, 1355 days
2871.1
TCGA-KK-A59X-01A
55 years, male, alive, 2535 days
2866.6
TCGA-EJ-5498-01A
56 years, male, white, alive, 1720 days
2858.7
TCGA-EJ-5516-01A
49 years, male, white, alive, 1889 days
2839.3
TCGA-2A-A8VT-01A
47 years, male, alive, 1373 days
2831.2
TCGA-HC-A9TH-01A
58 years, male, alive, 844 days
2809.4
TCGA-EJ-5505-01A
57 years, male, white, alive, 922 days
2804.0
TCGA-VP-A87C-01A
67 years, male, alive, 1690 days
2794.7
TCGA-CH-5766-01A
55 years, male, white, alive, 31 days
2782.1
TCGA-EJ-5497-01A
48 years, male, white, alive, 405 days
2721.8
TCGA-HC-7211-01A
62 years, male, white, alive, 1221 days
2700.0
TCGA-EJ-5503-01A
50 years, male, white, alive, 1391 days
2673.3
TCGA-HC-A6HY-01A
51 years, male, alive, 134 days
2670.2
TCGA-EJ-5522-01A
51 years, male, white, alive, 2079 days
2643.5
TCGA-EJ-7325-01B
63 years, male, alive, 1070 days
2585.6
TCGA-M7-A722-01A
65 years, male, alive, 1060 days
2583.1
TCGA-YL-A8SL-01B
74 years, male, alive, 987 days
2582.1
TCGA-CH-5738-01A
72 years, male, white, alive, 212 days
2571.8
TCGA-HC-7079-01A
51 years, male, white, alive, 1184 days
2567.7
TCGA-V1-A9O5-01A
65 years, male, alive, 1932 days
2564.9
TCGA-HC-8256-01A
53 years, male, alive, 860 days
2529.8
TCGA-VN-A88K-01A
58 years, male, alive, 776 days
2524.9
TCGA-FC-7708-01A
52 years, male, asian, alive, 864 days
2507.3
TCGA-KK-A6E7-01A
46 years, male, alive, 2760 days
2492.8
TCGA-EJ-5532-01A
57 years, male, white, alive, 1828 days
2466.9
TCGA-EJ-5519-01A
64 years, male, white, alive, 1962 days
2450.0
TCGA-CH-5752-01A
66 years, male, white, alive, 943 days
2438.3
TCGA-EJ-7315-01A
68 years, male, white, alive, 1008 days
2386.6
TCGA-2A-AAYU-01A
56 years, male, alive, 615 days
2360.3
TCGA-HC-A6HX-01A
55 years, male, alive, 38 days
2328.5
TCGA-EJ-7791-01A
67 years, male, white, alive, 1118 days
2326.2
TCGA-EJ-8468-01A
64 years, male, alive, 2347 days
2299.2
TCGA-HC-7210-01A
74 years, male, white, alive, 868 days
2285.6
TCGA-VP-A87J-01A
56 years, male, alive, 1774 days
2278.4
TCGA-EJ-A7NM-01A
64 years, male, alive, 128 days
2257.6
TCGA-QU-A6IL-01A
64 years, male, alive, 97 days
2203.6
TCGA-KK-A7AW-01A
57 years, male, alive, 1054 days
2201.1
TCGA-XK-AAIW-01A
78 years, male, alive, 1218 days
2146.7
TCGA-EJ-5511-01A
55 years, male, black or african american, alive, 1476 days
2136.3
TCGA-J4-A67S-01A
63 years, male, alive, 833 days
2125.1
TCGA-HC-7736-01A
59 years, male, white, alive, 1103 days
2099.6
TCGA-EJ-5530-01A
61 years, male, white, alive, 1832 days
2090.5
TCGA-EJ-A65D-01A
66 years, male, alive, 393 days
2062.8
TCGA-EJ-5527-01A
69 years, male, white, alive, 1778 days
2000.3
TCGA-J4-A67R-01A
65 years, male, alive, 910 days
1994.2
TCGA-EJ-5518-01A
66 years, male, white, alive, 2118 days
1975.0
TCGA-HC-7748-01A
60 years, male, white, alive, 792 days
1938.3
TCGA-FC-A5OB-01A
53 years, male, alive, 680 days
1929.5
TCGA-HC-A6AN-01A
67 years, male, alive, 49 days
1912.0
TCGA-HC-7212-01A
56 years, male, white, alive, 870 days
1892.3
TCGA-HC-7213-01A
53 years, male, white, alive, 1219 days
1836.1
TCGA-EJ-5507-01A
54 years, male, white, alive, 1457 days
1769.8
TCGA-HC-A6AQ-01A
60 years, male, alive, 106 days
1747.8
TCGA-EJ-5514-01A
66 years, male, white, alive, 1829 days
1735.2
TCGA-EJ-5525-01A
67 years, male, white, alive, 1115 days
1727.6
TCGA-FC-A66V-01A
74 years, male, alive, 524 days
1711.2
TCGA-J4-A67K-01A
68 years, male, alive, 1004 days
1680.5
TCGA-G9-6347-01A
59 years, male, alive, 2089 days
1663.2
TCGA-EJ-A65B-01A
55 years, male, alive, 710 days
1662.8
TCGA-FC-7961-01A
62 years, male, white, alive, 469 days
1559.2
TCGA-EJ-5542-01A
60 years, male, white, alive, 1513 days
1553.9
TCGA-G9-6379-01A
68 years, male, alive, 1778 days
1514.0
TCGA-H9-A6BY-01A
63 years, male, alive, 112 days
1443.1
TCGA-KK-A6E3-01A
56 years, male, alive, 2056 days
1320.5
TCGA-EJ-A46F-01A
57 years, male, alive, 783 days
1303.7
TCGA-J4-A67L-01A
54 years, male, alive, 770 days
1227.4
TCGA-J4-A67N-01A
61 years, male, alive, 937 days
1187.4
TCGA-HC-A6AL-01A
64 years, male, alive, 67 days
1155.9
TCGA-J4-A67O-01A
59 years, male, alive, 839 days
1121.4
TCGA-QU-A6IN-01A
61 years, male, alive, 4264 days
1054.3
TCGA-HC-A6AO-01A
52 years, male, alive, 530 days
996.3
TCGA-J4-A67M-01A
55 years, male, alive, 941 days
986.8
TCGA-KK-A6E4-01A
69 years, male, dead, 3502 days
946.2
TCGA-HC-A6AP-01A
61 years, male, alive, 71 days
883.0
TCGA-EJ-8469-01A
46 years, male, alive, 2324 days
826.4
TCGA-HC-7744-01A
46 years, male, white, alive, 531 days
806.4
TCGA-FC-A6HD-01A
77 years, male, alive, 789 days
801.2
TCGA-G9-6363-01A
64 years, male, white, alive, 1378 days
761.1
TCGA-HC-A6AS-01A
70 years, male, alive, 44 days
655.4
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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.