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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
4241.6
Number of samples
494
Samples
Sample
Description
FPKM
TCGA-KK-A6E3-01A
56 years, male, alive, 2056 days
13154.8
TCGA-KK-A7AW-01A
57 years, male, alive, 1054 days
11122.8
TCGA-XK-AAK1-01A
62 years, male, alive, 979 days
11019.4
TCGA-QU-A6IL-01A
64 years, male, alive, 97 days
10491.0
TCGA-EJ-7312-01B
58 years, male, alive, 1099 days
10150.5
TCGA-VN-A88N-01A
62 years, male, alive, 766 days
10103.2
TCGA-CH-5737-01A
73 years, male, white, alive, 91 days
10081.4
TCGA-G9-6343-01A
62 years, male, white, alive, 2450 days
9760.7
TCGA-J9-A8CP-01A
66 years, male, alive, 386 days
9648.3
TCGA-XJ-A83G-01A
male, alive, 1461 days
9531.3
TCGA-QU-A6IO-01A
53 years, male, alive, 3716 days
9397.0
TCGA-J4-A67S-01A
63 years, male, alive, 833 days
9326.6
TCGA-VN-A943-01A
71 years, male, alive, 496 days
9226.7
TCGA-J9-A8CN-01A
53 years, male, alive, 1237 days
9149.3
TCGA-V1-A8WL-01A
65 years, male, alive, 1948 days
9133.4
TCGA-EJ-5517-01A
55 years, male, white, alive, 1889 days
9057.0
TCGA-J4-A67O-01A
59 years, male, alive, 839 days
9011.6
TCGA-HC-8259-01A
50 years, male, alive, 924 days
8709.5
TCGA-XK-AAJR-01A
62 years, male, alive, 1124 days
8649.2
TCGA-G9-7519-01A
58 years, male, alive, 849 days
8571.7
TCGA-G9-6371-01A
58 years, male, white, alive, 1226 days
8568.6
TCGA-EJ-7318-01B
51 years, male, alive, 1029 days
8501.0
TCGA-2A-AAYF-01A
57 years, male, alive, 1364 days
8455.7
TCGA-Y6-A9XI-01A
72 years, male, alive, 526 days
8339.9
TCGA-XK-AAJA-01A
62 years, male, alive, 930 days
8316.0
TCGA-G9-6351-01A
51 years, male, white, alive, 2048 days
8305.2
TCGA-G9-6333-01A
66 years, male, white, alive, 2465 days
8255.0
TCGA-G9-6332-01A
55 years, male, white, alive, 2657 days
8253.1
TCGA-HC-7075-01A
male, white, alive, 601 days
8202.0
TCGA-KK-A8IJ-01A
59 years, male, alive, 1559 days
8170.7
TCGA-G9-6354-01A
55 years, male, alive, 2066 days
8088.1
TCGA-M7-A724-01A
64 years, male, alive, 889 days
8086.1
TCGA-EJ-A46F-01A
57 years, male, alive, 783 days
7851.6
TCGA-HC-A6AQ-01A
60 years, male, alive, 106 days
7833.7
TCGA-CH-5744-01A
64 years, male, white, alive, 60 days
7786.9
TCGA-YL-A8SR-01B
64 years, male, alive, 273 days
7766.1
TCGA-G9-6494-01A
66 years, male, white, alive, 1771 days
7760.3
TCGA-HC-A6AN-01A
67 years, male, alive, 49 days
7710.5
TCGA-V1-A8X3-01A
52 years, male, alive, 202 days
7709.3
TCGA-2A-A8W1-01A
54 years, male, alive, 112 days
7531.3
TCGA-V1-A9OQ-01A
68 years, male, alive, 371 days
7527.4
TCGA-HC-A8CY-01A
63 years, male, alive, 290 days
7330.6
TCGA-J4-A83N-01A
57 years, male, alive, 992 days
7256.1
TCGA-EJ-A65G-01A
57 years, male, alive, 666 days
7209.1
TCGA-YL-A8SA-01A
69 years, male, alive, 512 days
7155.5
TCGA-EJ-7325-01B
63 years, male, alive, 1070 days
7119.6
TCGA-HC-A6AO-01A
52 years, male, alive, 530 days
7101.7
TCGA-J4-A67M-01A
55 years, male, alive, 941 days
7056.3
TCGA-G9-6367-01A
60 years, male, white, alive, 1222 days
7046.1
TCGA-EJ-A7NJ-01A
59 years, male, alive, 197 days
7005.9
TCGA-J4-A67L-01A
54 years, male, alive, 770 days
6994.1
TCGA-G9-7522-01A
49 years, male, alive, 1078 days
6979.4
TCGA-FC-A66V-01A
74 years, male, alive, 524 days
6893.0
TCGA-KK-A6E8-01A
68 years, male, alive, 1770 days
6873.6
TCGA-EJ-A65J-01A
62 years, male, alive, 451 days
6861.4
TCGA-KC-A4BN-01A
55 years, male, alive, 1815 days
6839.4
TCGA-VP-A87B-01A
63 years, male, alive, 2722 days
6836.8
TCGA-KK-A7AU-01A
63 years, male, alive, 1775 days
6778.4
TCGA-EJ-5532-01A
57 years, male, white, alive, 1828 days
6735.0
TCGA-EJ-AB27-01A
51 years, male, alive, 145 days
6672.8
TCGA-MG-AAMC-01A
59 years, male, alive, 173 days
6568.5
TCGA-VN-A88O-01A
49 years, male, alive, 481 days
6551.3
TCGA-V1-A8MU-01A
57 years, male, alive, 1876 days
6534.3
TCGA-EJ-7317-01A
71 years, male, white, alive, 771 days
6528.3
TCGA-HC-8256-01A
53 years, male, alive, 860 days
6527.8
TCGA-V1-A8ML-01A
64 years, male, alive, 448 days
6527.5
TCGA-HC-A6AL-01A
64 years, male, alive, 67 days
6515.0
TCGA-FC-A6HD-01A
77 years, male, alive, 789 days
6500.9
TCGA-KK-A6E5-01A
63 years, male, alive, 2073 days
6491.5
TCGA-EJ-A65M-01A
65 years, male, alive, 230 days
6457.8
TCGA-HC-7078-01A
69 years, male, white, alive, 1985 days
6418.5
TCGA-FC-A5OB-01A
53 years, male, alive, 680 days
6418.3
TCGA-J4-A83M-01A
64 years, male, alive, 543 days
6417.3
TCGA-EJ-7218-01B
71 years, male, alive, 2542 days
6403.0
TCGA-J4-A67T-01A
63 years, male, alive, 183 days
6390.8
TCGA-J4-AAU2-01A
59 years, male, alive, 825 days
6306.9
TCGA-G9-6353-01A
58 years, male, white, alive, 1542 days
6283.2
TCGA-KK-A6E4-01A
69 years, male, dead, 3502 days
6253.4
TCGA-ZG-A9ND-01A
55 years, male, alive, 410 days
6233.3
TCGA-HC-7742-01A
58 years, male, white, alive, 938 days
6221.7
TCGA-G9-7509-01A
48 years, male, alive, 1610 days
6219.9
TCGA-HC-8216-01A
58 years, male, alive, 682 days
6198.7
TCGA-V1-A9Z9-01A
64 years, male, alive, 540 days
6188.7
TCGA-EJ-A7NF-01A
56 years, male, alive, 250 days
6178.1
TCGA-CH-5767-01A
66 years, male, white, alive, 458 days
6152.1
TCGA-2A-A8VO-01A
57 years, male, alive, 1701 days
6133.5
TCGA-HC-7749-01A
70 years, male, white, alive, 724 days
6006.8
TCGA-G9-6377-01A
61 years, male, white, alive, 958 days
5986.0
TCGA-G9-6336-01A
57 years, male, white, alive, 2068 days
5975.9
TCGA-HC-8213-01A
48 years, male, alive, 589 days
5963.7
TCGA-VP-A87J-01A
56 years, male, alive, 1774 days
5954.8
TCGA-2A-AAYU-01A
56 years, male, alive, 615 days
5937.0
TCGA-KC-A7FD-01A
62 years, male, alive, 270 days
5929.3
TCGA-XA-A8JR-01A
68 years, male, alive, 376 days
5925.9
TCGA-EJ-A65E-01A
67 years, male, alive, 417 days
5925.6
TCGA-HC-7211-01A
62 years, male, white, alive, 1221 days
5915.8
TCGA-EJ-7793-01A
49 years, male, white, alive, 114 days
5893.0
TCGA-EJ-5511-01A
55 years, male, black or african american, alive, 1476 days
5882.6
TCGA-2A-A8VV-01A
52 years, male, alive, 671 days
5854.7
TCGA-G9-6362-01A
57 years, male, white, alive, 1443 days
5829.6
TCGA-EJ-A8FO-01A
51 years, male, alive, 282 days
5814.0
TCGA-KK-A7AQ-01A
62 years, male, alive, 1610 days
5788.2
TCGA-HC-7820-01A
72 years, male, white, alive, 747 days
5769.1
TCGA-HC-7210-01A
74 years, male, white, alive, 868 days
5768.5
TCGA-CH-5741-01A
56 years, male, white, alive, 395 days
5758.9
TCGA-G9-6369-01A
55 years, male, white, alive, 1215 days
5753.5
TCGA-EJ-8474-01A
70 years, male, alive, 766 days
5730.0
TCGA-HC-7819-01A
53 years, male, white, alive, 543 days
5729.9
TCGA-KK-A8ID-01A
70 years, male, alive, 2107 days
5723.3
TCGA-XJ-A83F-01A
male, alive, 1127 days
5723.2
TCGA-QU-A6IP-01A
66 years, male, alive, 2620 days
5679.9
TCGA-V1-A9OX-01A
57 years, male, alive, 1134 days
5674.6
TCGA-EJ-5515-01A
60 years, male, white, alive, 1832 days
5668.2
TCGA-YL-A8S9-01A
63 years, male, alive, 1842 days
5665.6
TCGA-VP-A875-01A
67 years, male, alive, 2309 days
5638.8
TCGA-HC-8260-01A
43 years, male, alive, 686 days
5626.4
TCGA-2A-A8VL-01A
51 years, male, alive, 621 days
5607.3
TCGA-EJ-8470-01A
58 years, male, alive, 1159 days
5579.6
TCGA-ZG-A9L6-01A
64 years, male, alive, 687 days
5579.1
TCGA-EJ-A46B-01A
66 years, male, alive, 657 days
5569.7
TCGA-EJ-5510-01A
49 years, male, white, alive, 1887 days
5567.3
TCGA-G9-6385-01A
66 years, male, white, alive, 830 days
5558.0
TCGA-HC-7077-01A
64 years, male, black or african american, alive, 2115 days
5518.4
TCGA-YL-A8SQ-01B
61 years, male, alive, 2083 days
5515.3
TCGA-CH-5753-01A
70 years, male, white, alive, 31 days
5496.9
TCGA-EJ-5505-01A
57 years, male, white, alive, 922 days
5491.2
TCGA-KK-A8IG-01A
55 years, male, alive, 2505 days
5456.4
TCGA-YL-A8SI-01A
69 years, male, alive, 1614 days
5447.8
TCGA-EJ-7786-01A
62 years, male, white, alive, 1096 days
5444.3
TCGA-EJ-A8FP-01A
59 years, male, alive, 299 days
5441.8
TCGA-J4-8200-01A
47 years, male, alive, 1218 days
5411.5
TCGA-KK-A6E7-01A
46 years, male, alive, 2760 days
5406.6
TCGA-V1-A9OF-01A
50 years, male, alive, 1184 days
5401.1
TCGA-EJ-5519-01A
64 years, male, white, alive, 1962 days
5389.1
TCGA-M7-A721-01A
70 years, male, alive, 400 days
5388.5
TCGA-EJ-A6RA-01A
70 years, male, alive, 353 days
5381.1
TCGA-EJ-7331-01A
64 years, male, white, alive, 742 days
5362.1
TCGA-VP-A87D-01A
54 years, male, alive, 1853 days
5360.9
TCGA-V1-A8WN-01A
48 years, male, alive, 924 days
5353.5
TCGA-CH-5748-01A
64 years, male, white, alive, 31 days
5331.1
TCGA-QU-A6IM-01A
59 years, male, alive, 1247 days
5299.9
TCGA-KK-A59Y-01A
56 years, male, alive, 1968 days
5299.7
TCGA-EJ-7123-01A
59 years, male, white, alive, 2572 days
5290.1
TCGA-HC-7738-01A
58 years, male, white, alive, 964 days
5270.5
TCGA-H9-A6BY-01A
63 years, male, alive, 112 days
5261.1
TCGA-KK-A7B3-01A
62 years, male, alive, 899 days
5256.3
TCGA-KK-A6E1-01A
57 years, male, alive, 2198 days
5241.3
TCGA-EJ-5530-01A
61 years, male, white, alive, 1832 days
5241.0
TCGA-XK-AAJP-01A
66 years, male, alive, 1259 days
5236.0
TCGA-Y6-A8TL-01A
65 years, male, alive, 992 days
5228.4
TCGA-EJ-A8FS-01A
66 years, male, alive, 266 days
5212.6
TCGA-YL-A9WJ-01A
47 years, male, dead, 1855 days
5211.7
TCGA-J4-A83I-01A
63 years, male, alive, 685 days
5210.1
TCGA-XK-AAIR-01A
75 years, male, alive, 972 days
5199.0
TCGA-VN-A88R-01A
53 years, male, alive, 784 days
5163.8
TCGA-VN-A88M-01A
55 years, male, alive, 189 days
5159.5
TCGA-VN-A88L-01A
54 years, male, alive, 746 days
5130.9
TCGA-G9-6379-01A
68 years, male, alive, 1778 days
5121.0
TCGA-EJ-A65F-01A
59 years, male, alive, 560 days
5118.9
TCGA-V1-A8MK-01A
42 years, male, alive, 508 days
5116.2
TCGA-EJ-A65D-01A
66 years, male, alive, 393 days
5105.3
TCGA-YL-A8HL-01A
58 years, male, alive, 1565 days
5071.2
TCGA-G9-6496-01A
61 years, male, white, alive, 1726 days
5066.3
TCGA-2A-AAYO-01A
58 years, male, alive, 1272 days
5062.9
TCGA-G9-6499-01A
66 years, male, white, alive, 1543 days
5043.2
TCGA-HC-A6AP-01A
61 years, male, alive, 71 days
5033.2
TCGA-VP-A879-01A
70 years, male, dead, 728 days
5030.7
TCGA-HC-A76X-01A
62 years, male, alive, 150 days
5022.5
TCGA-G9-6348-01A
68 years, male, white, alive, 1515 days
5001.0
TCGA-J9-A8CL-01A
66 years, male, alive, 405 days
4971.3
TCGA-EJ-A7NK-01A
58 years, male, alive, 476 days
4964.6
TCGA-HC-A6HY-01A
51 years, male, alive, 134 days
4939.0
TCGA-EJ-A7NH-01A
56 years, male, alive, 474 days
4937.0
TCGA-G9-7510-01A
66 years, male, alive, 1185 days
4919.4
TCGA-KK-A7B2-01A
68 years, male, alive, 1099 days
4905.2
TCGA-H9-7775-01A
68 years, male, white, alive, 185 days
4866.3
TCGA-EJ-5497-01A
48 years, male, white, alive, 405 days
4860.0
TCGA-EJ-8468-01A
64 years, male, alive, 2347 days
4852.6
TCGA-J4-A67R-01A
65 years, male, alive, 910 days
4828.8
TCGA-HC-7750-01A
50 years, male, white, alive, 522 days
4825.4
TCGA-KK-A7AV-01A
58 years, male, alive, 822 days
4821.3
TCGA-V1-A9OH-01A
64 years, male, alive, 2403 days
4797.0
TCGA-KK-A8I7-01A
55 years, male, alive, 2002 days
4747.7
TCGA-G9-6339-01A
58 years, male, alive, 2551 days
4700.9
TCGA-J4-A6M7-01A
53 years, male, alive, 512 days
4693.4
TCGA-XJ-A9DQ-01A
male, alive, 91 days
4682.6
TCGA-VN-A88P-01A
60 years, male, alive, 1260 days
4663.5
TCGA-XJ-A9DX-01A
male, alive, 973 days
4657.9
TCGA-J4-A83K-01A
52 years, male, alive, 328 days
4655.9
TCGA-YL-A8HM-01A
66 years, male, alive, 1482 days
4651.5
TCGA-KK-A7B1-01A
65 years, male, alive, 1063 days
4632.9
TCGA-CH-5789-01A
61 years, male, white, alive, 304 days
4631.0
TCGA-YL-A9WK-01A
63 years, male, alive, 2136 days
4626.0
TCGA-HC-A8D1-01A
68 years, male, alive, 573 days
4617.9
TCGA-EJ-7791-01A
67 years, male, white, alive, 1118 days
4615.9
TCGA-EJ-5503-01A
50 years, male, white, alive, 1391 days
4569.5
TCGA-J4-A67N-01A
61 years, male, alive, 937 days
4567.7
TCGA-EJ-7789-01A
66 years, male, black or african american, alive, 1105 days
4559.5
TCGA-HC-8258-01A
56 years, male, alive, 847 days
4552.9
TCGA-XK-AAJ3-01A
56 years, male, alive, 1262 days
4533.4
TCGA-KK-A8I6-01A
58 years, male, alive, 668 days
4525.5
TCGA-FC-A8O0-01A
68 years, male, alive, 616 days
4522.1
TCGA-HC-8261-01A
48 years, male, alive, 546 days
4520.5
TCGA-YL-A8SC-01A
66 years, male, alive, 1261 days
4506.8
TCGA-G9-7521-01A
52 years, male, alive, 942 days
4492.2
TCGA-CH-5794-01A
65 years, male, white, alive, 882 days
4491.6
TCGA-SU-A7E7-01A
60 years, male, alive, 551 days
4484.7
TCGA-KK-A7AP-01A
55 years, male, alive, 196 days
4481.7
TCGA-KK-A6E0-01A
59 years, male, alive, 1483 days
4478.3
TCGA-G9-6364-01A
72 years, male, white, alive, 1198 days
4478.2
TCGA-G9-6342-01A
61 years, male, white, alive, 1696 days
4474.2
TCGA-EJ-5526-01A
56 years, male, white, alive, 1909 days
4472.9
TCGA-HC-A6AS-01A
70 years, male, alive, 44 days
4470.1
TCGA-EJ-7781-01A
65 years, male, white, alive, 1073 days
4452.6
TCGA-YJ-A8SW-01A
male, alive, 148 days
4443.8
TCGA-VN-A88K-01A
58 years, male, alive, 776 days
4407.4
TCGA-CH-5765-01A
55 years, male, white, alive, 700 days
4401.2
TCGA-KK-A7AZ-01A
56 years, male, alive, 1519 days
4392.8
TCGA-HC-8262-01A
57 years, male, alive, 679 days
4361.5
TCGA-J4-A83J-01A
68 years, male, alive, 696 days
4350.4
TCGA-EJ-7125-01A
45 years, male, white, alive, 2850 days
4350.3
TCGA-VP-A876-01A
46 years, male, alive, 3333 days
4346.9
TCGA-EJ-5504-01A
65 years, male, white, alive, 1427 days
4303.1
TCGA-EJ-7794-01A
67 years, male, white, alive, 1306 days
4284.9
TCGA-G9-6366-01A
61 years, male, white, alive, 1947 days
4283.5
TCGA-HC-7748-01A
60 years, male, white, alive, 792 days
4271.1
TCGA-HC-7818-01A
66 years, male, white, alive, 938 days
4267.7
TCGA-EJ-5496-01A
59 years, male, white, alive, 595 days
4237.1
TCGA-CH-5771-01A
63 years, male, white, alive, 396 days
4230.8
TCGA-G9-6361-01A
61 years, male, white, alive, 1415 days
4221.0
TCGA-M7-A722-01A
65 years, male, alive, 1060 days
4217.1
TCGA-EJ-5521-01A
63 years, male, white, alive, 2279 days
4198.7
TCGA-ZG-A9LY-01A
60 years, male, alive, 370 days
4183.3
TCGA-J9-A52D-01A
71 years, male, alive, 212 days
4177.0
TCGA-EJ-A8FN-01A
58 years, male, alive, 329 days
4171.2
TCGA-KK-A8I5-01A
55 years, male, alive, 3096 days
4159.3
TCGA-TP-A8TT-01A
64 years, male, alive, 526 days
4159.2
TCGA-EJ-A46D-01A
53 years, male, alive, 626 days
4144.2
TCGA-KC-A7F3-01A
67 years, male, alive, 665 days
4143.7
TCGA-EJ-A6RC-01A
64 years, male, alive, 873 days
4140.2
TCGA-ZG-A9L5-01A
58 years, male, alive, 908 days
4131.7
TCGA-YL-A8HO-01A
67 years, male, alive, 2304 days
4117.3
TCGA-X4-A8KQ-01A
65 years, male, alive, 1383 days
4108.1
TCGA-KC-A7F5-01A
54 years, male, alive, 91 days
4085.3
TCGA-CH-5772-01A
63 years, male, white, alive, 486 days
4068.7
TCGA-G9-7525-01A
64 years, male, alive, 994 days
4065.0
TCGA-VP-A87K-01A
63 years, male, alive, 1306 days
4062.9
TCGA-HC-A6HX-01A
55 years, male, alive, 38 days
4062.4
TCGA-HC-7212-01A
56 years, male, white, alive, 870 days
4049.2
TCGA-EJ-7797-01A
53 years, male, white, alive, 983 days
4040.7
TCGA-EJ-A46I-01A
57 years, male, alive, 668 days
4029.0
TCGA-VP-AA1N-01A
70 years, male, alive, 1365 days
4020.9
TCGA-KK-A8II-01A
61 years, male, dead, 3467 days
4018.2
TCGA-M7-A723-01A
54 years, male, alive, 763 days
4012.3
TCGA-ZG-A8QZ-01A
65 years, male, alive, 308 days
4009.2
TCGA-EJ-7315-01A
68 years, male, white, alive, 1008 days
3955.1
TCGA-KK-A6E6-01A
69 years, male, alive, 3447 days
3953.7
TCGA-G9-6378-01A
54 years, male, black or african american, alive, 1155 days
3914.7
TCGA-V1-A8MG-01A
54 years, male, alive, 857 days
3894.9
TCGA-KC-A4BR-01A
76 years, male, alive, 1349 days
3884.2
TCGA-M7-A725-01A
56 years, male, alive, 573 days
3876.0
TCGA-G9-A9S7-01A
55 years, male, alive, 728 days
3875.3
TCGA-EJ-5502-01A
50 years, male, alive, 1171 days
3875.1
TCGA-EJ-5512-01A
46 years, male, white, alive, 1733 days
3837.1
TCGA-KK-A8IM-01A
55 years, male, alive, 1915 days
3826.6
TCGA-KK-A59X-01A
55 years, male, alive, 2535 days
3812.7
TCGA-V1-A9OL-01A
66 years, male, alive, 1913 days
3797.0
TCGA-CH-5763-01A
66 years, male, white, alive, 365 days
3791.0
TCGA-KK-A7AY-01A
60 years, male, alive, 1754 days
3787.2
TCGA-KC-A7FA-01A
63 years, male, alive, 598 days
3780.0
TCGA-HC-7209-01A
60 years, male, white, alive, 440 days
3752.0
TCGA-ZG-A8QX-01A
56 years, male, alive, 442 days
3737.4
TCGA-FC-7708-01A
52 years, male, asian, alive, 864 days
3737.2
TCGA-KC-A4BV-01A
66 years, male, alive, 1328 days
3715.3
TCGA-V1-A9OY-01A
58 years, male, alive, 1067 days
3713.6
TCGA-HC-7737-01A
55 years, male, black or african american, alive, 1090 days
3699.2
TCGA-CH-5745-01A
68 years, male, white, alive, 91 days
3692.0
TCGA-V1-A8MM-01A
61 years, male, alive, 1195 days
3675.2
TCGA-V1-A8MF-01A
66 years, male, alive, 1449 days
3669.2
TCGA-HC-7232-01A
66 years, male, white, alive, 1161 days
3641.9
TCGA-M7-A71Z-01A
62 years, male, alive, 643 days
3637.1
TCGA-EJ-A8FU-01A
64 years, male, alive, 138 days
3634.2
TCGA-KK-A8IA-01A
69 years, male, alive, 1931 days
3625.9
TCGA-EJ-5516-01A
49 years, male, white, alive, 1889 days
3617.9
TCGA-CH-5746-01A
57 years, male, white, alive, 731 days
3613.7
TCGA-HC-7821-01A
54 years, male, white, alive, 956 days
3608.0
TCGA-ZG-A9NI-01A
73 years, male, alive, 132 days
3566.5
TCGA-J4-8198-01A
49 years, male, alive, 614 days
3555.9
TCGA-KK-A8I8-01A
69 years, male, alive, 967 days
3550.4
TCGA-G9-6384-01A
53 years, male, white, alive, 765 days
3549.8
TCGA-EJ-7788-01A
53 years, male, white, alive, 859 days
3514.5
TCGA-J4-AATZ-01A
66 years, male, alive, 412 days
3510.7
TCGA-KC-A7FE-01A
62 years, male, alive, 352 days
3507.8
TCGA-KK-A8IH-01A
50 years, male, alive, 2013 days
3472.6
TCGA-EJ-5508-01A
65 years, male, white, alive, 1965 days
3468.2
TCGA-XK-AAJU-01A
65 years, male, alive, 1576 days
3462.0
TCGA-HC-8264-01B
60 years, male, alive, 48 days
3451.5
TCGA-EJ-A65B-01A
55 years, male, alive, 710 days
3446.6
TCGA-KK-A6DY-01A
50 years, male, alive, 4295 days
3440.0
TCGA-VP-A87E-01A
59 years, male, alive, 2037 days
3429.0
TCGA-EJ-7115-01A
65 years, male, white, alive, 2687 days
3421.1
TCGA-EJ-5501-01A
55 years, male, white, alive, 1365 days
3409.9
TCGA-G9-6363-01A
64 years, male, white, alive, 1378 days
3406.5
TCGA-EJ-A7NG-01A
64 years, male, alive, 432 days
3395.2
TCGA-TP-A8TV-01A
62 years, male, alive, 610 days
3380.7
TCGA-HI-7171-01A
56 years, male, white, dead, 1329 days
3367.4
TCGA-ZG-A9KY-01A
73 years, male, alive, 130 days
3361.3
TCGA-EJ-5531-01A
62 years, male, white, alive, 1273 days
3360.4
TCGA-YL-A8SB-01A
62 years, male, alive, 1719 days
3309.5
TCGA-2A-A8VX-01A
70 years, male, alive, 1378 days
3309.2
TCGA-CH-5750-01A
72 years, male, white, alive, 396 days
3294.1
TCGA-HC-7747-01A
52 years, male, white, alive, 748 days
3288.8
TCGA-YL-A9WX-01A
68 years, male, alive, 1518 days
3287.8
TCGA-EJ-8472-01A
63 years, male, alive, 756 days
3274.9
TCGA-EJ-5522-01A
51 years, male, white, alive, 2079 days
3271.9
TCGA-J4-A83L-01A
61 years, male, alive, 720 days
3268.7
TCGA-VN-A88Q-01A
60 years, male, alive, 1366 days
3261.4
TCGA-M7-A720-01A
53 years, male, alive, 384 days
3251.9
TCGA-EJ-A7NN-01A
61 years, male, alive, 197 days
3243.3
TCGA-EJ-5542-01A
60 years, male, white, alive, 1513 days
3207.9
TCGA-VP-A878-01A
58 years, male, alive, 3130 days
3172.1
TCGA-CH-5791-01A
72 years, male, white, alive, 1004 days
3171.2
TCGA-EJ-7314-01A
62 years, male, white, alive, 1150 days
3169.3
TCGA-YL-A9WL-01A
59 years, male, alive, 740 days
3165.0
TCGA-KK-A6E2-01A
54 years, male, alive, 5024 days
3159.4
TCGA-ZG-A9L2-01A
70 years, male, alive, 1154 days
3157.3
TCGA-J9-A8CK-01A
66 years, male, alive, 321 days
3101.4
TCGA-YL-A8SO-01B
64 years, male, alive, 3479 days
3096.0
TCGA-G9-6329-01A
67 years, male, white, alive, 1266 days
3087.4
TCGA-EJ-7792-01A
53 years, male, white, alive, 1396 days
3084.2
TCGA-HC-7230-01A
50 years, male, white, alive, 1001 days
3077.1
TCGA-G9-6347-01A
59 years, male, alive, 2089 days
3076.9
TCGA-EJ-7330-01A
68 years, male, white, alive, 191 days
3070.1
TCGA-EJ-7785-01A
54 years, male, white, alive, 1177 days
3060.3
TCGA-G9-6370-01A
52 years, male, white, alive, 1156 days
3052.2
TCGA-KK-A5A1-01A
72 years, male, dead, 2469 days
3044.7
TCGA-CH-5768-01A
72 years, male, white, alive, 731 days
3005.2
TCGA-XK-AAJT-01A
75 years, male, alive, 1434 days
2991.2
TCGA-V1-A9ZK-01A
69 years, male, alive, 1383 days
2977.2
TCGA-KK-A8IK-01A
56 years, male, alive, 2052 days
2969.6
TCGA-HC-8266-01A
55 years, male, alive, 473 days
2969.2
TCGA-CH-5766-01A
55 years, male, white, alive, 31 days
2958.8
TCGA-V1-A9Z8-01A
60 years, male, alive, 827 days
2940.5
TCGA-M7-A71Y-01A
55 years, male, alive, 493 days
2932.8
TCGA-YL-A9WI-01A
63 years, male, alive, 1623 days
2919.2
TCGA-KC-A7F6-01A
64 years, male, alive, 263 days
2918.4
TCGA-HC-7080-01A
66 years, male, white, alive, 1106 days
2915.0
TCGA-ZG-A9LM-01A
72 years, male, alive, 378 days
2906.0
TCGA-CH-5739-01A
65 years, male, white, alive, 671 days
2897.5
TCGA-X4-A8KS-01A
61 years, male, alive, 979 days
2888.4
TCGA-VP-A87H-01A
76 years, male, alive, 663 days
2885.9
TCGA-J4-A67Q-01A
77 years, male, alive, 975 days
2874.5
TCGA-J4-A67K-01A
68 years, male, alive, 1004 days
2868.1
TCGA-CH-5764-01A
66 years, male, white, alive, 31 days
2846.7
TCGA-CH-5738-01A
72 years, male, white, alive, 212 days
2843.5
TCGA-G9-6338-01A
61 years, male, white, alive, 2028 days
2842.1
TCGA-HC-7213-01A
53 years, male, white, alive, 1219 days
2837.7
TCGA-HC-7752-01A
61 years, male, white, alive, 782 days
2828.3
TCGA-CH-5762-01A
60 years, male, white, alive, 1339 days
2819.5
TCGA-HI-7168-01A
62 years, male, white, alive, 3323 days
2809.0
TCGA-EJ-5507-01A
54 years, male, white, alive, 1457 days
2806.2
TCGA-J9-A52C-01A
57 years, male, alive, 178 days
2785.4
TCGA-EJ-5527-01A
69 years, male, white, alive, 1778 days
2785.4
TCGA-KK-A7B0-01A
67 years, male, alive, 1329 days
2782.1
TCGA-EJ-7784-01A
63 years, male, white, alive, 781 days
2781.1
TCGA-V1-A9ZG-01A
65 years, male, alive, 1517 days
2744.9
TCGA-ZG-A9LN-01A
57 years, male, alive, 115 days
2738.4
TCGA-YL-A8HK-01A
59 years, male, alive, 1491 days
2730.3
TCGA-HC-8257-01A
70 years, male, alive, 726 days
2725.6
TCGA-HC-7231-01A
66 years, male, white, alive, 939 days
2690.9
TCGA-2A-A8W3-01A
70 years, male, alive, 863 days
2675.2
TCGA-EJ-7782-01A
71 years, male, black or african american, alive, 1167 days
2666.9
TCGA-KK-A7B4-01A
64 years, male, alive, 987 days
2632.8
TCGA-EJ-5524-01A
57 years, male, white, alive, 1882 days
2628.6
TCGA-HC-7745-01A
65 years, male, white, alive, 721 days
2619.5
TCGA-CH-5792-01A
57 years, male, white, alive, 91 days
2613.2
TCGA-ZG-A9L1-01A
66 years, male, alive, 1302 days
2600.5
TCGA-CH-5754-01A
65 years, male, white, alive, 62 days
2586.6
TCGA-EJ-5499-01A
61 years, male, asian, alive, 1415 days
2570.1
TCGA-EJ-8469-01A
46 years, male, alive, 2324 days
2561.3
TCGA-HC-A632-01A
68 years, male, alive, 61 days
2560.5
TCGA-KK-A59Z-01A
66 years, male, alive, 2628 days
2558.6
TCGA-XJ-A9DK-01A
male, alive, 275 days
2556.7
TCGA-HC-A9TH-01A
58 years, male, alive, 844 days
2548.3
TCGA-YL-A8S8-01A
68 years, male, alive, 1890 days
2545.3
TCGA-CH-5740-01A
57 years, male, white, alive, 31 days
2539.1
TCGA-EJ-5518-01A
66 years, male, white, alive, 2118 days
2527.2
TCGA-ZG-A9LB-01A
72 years, male, alive, 583 days
2518.3
TCGA-HC-7081-01A
male, white, alive, 1136 days
2510.8
TCGA-YL-A8SH-01B
69 years, male, dead, 875 days
2506.3
TCGA-KK-A8IB-01A
65 years, male, alive, 83 days
2484.9
TCGA-EJ-7327-01A
61 years, male, white, alive, 923 days
2470.4
TCGA-YL-A9WY-01A
57 years, male, alive, 1098 days
2413.7
TCGA-QU-A6IN-01A
61 years, male, alive, 4264 days
2401.5
TCGA-EJ-A7NM-01A
64 years, male, alive, 128 days
2393.2
TCGA-CH-5790-01A
64 years, male, white, alive, 974 days
2390.9
TCGA-EJ-5509-01A
64 years, male, white, alive, 1464 days
2359.4
TCGA-ZG-A9L0-01A
71 years, male, alive, 355 days
2358.4
TCGA-J4-AATV-01A
71 years, male, alive, 553 days
2353.4
TCGA-G9-6356-01A
60 years, male, white, alive, 1434 days
2343.0
TCGA-KK-A8I9-01A
61 years, male, alive, 1001 days
2306.8
TCGA-EJ-5498-01A
56 years, male, white, alive, 1720 days
2297.1
TCGA-HC-7233-01A
male, white, alive, 1355 days
2280.4
TCGA-YL-A8HJ-01A
58 years, male, alive, 1611 days
2276.6
TCGA-J4-A6G1-01A
68 years, male, alive, 769 days
2272.9
TCGA-J9-A8CM-01A
66 years, male, alive, 463 days
2253.5
TCGA-G9-6373-01A
68 years, male, white, alive, 811 days
2250.3
TCGA-HC-A76W-01A
73 years, male, alive, 213 days
2248.7
TCGA-EJ-A46G-01A
71 years, male, alive, 668 days
2245.1
TCGA-H9-A6BX-01A
60 years, male, alive, 941 days
2222.2
TCGA-XJ-A9DI-01A
male, alive, 1461 days
2194.7
TCGA-EJ-7321-01A
57 years, male, black or african american, alive, 824 days
2175.6
TCGA-V1-A9O5-01A
65 years, male, alive, 1932 days
2175.2
TCGA-J4-A6G3-01A
57 years, male, alive, 849 days
2164.7
TCGA-EJ-5506-01A
67 years, male, white, alive, 1381 days
2155.7
TCGA-V1-A8WS-01A
57 years, male, alive, 474 days
2123.2
TCGA-YL-A8SP-01B
58 years, male, alive, 2366 days
2118.7
TCGA-FC-7961-01A
62 years, male, white, alive, 469 days
2107.8
TCGA-KK-A8IC-01A
54 years, male, alive, 2051 days
2090.1
TCGA-HC-A48F-01A
47 years, male, alive, 680 days
2051.2
TCGA-YL-A8SL-01B
74 years, male, alive, 987 days
2017.0
TCGA-CH-5769-01A
48 years, male, white, alive, 62 days
1988.4
TCGA-V1-A9OT-01A
62 years, male, alive, 476 days
1962.0
TCGA-EJ-7783-01A
70 years, male, white, alive, 787 days
1960.0
TCGA-EJ-A46H-01A
60 years, male, alive, 724 days
1957.3
TCGA-ZG-A8QW-01A
72 years, male, alive, 94 days
1955.8
TCGA-G9-6365-01A
71 years, male, white, alive, 1363 days
1950.8
TCGA-XQ-A8TB-01A
67 years, male, alive, 770 days
1948.3
TCGA-ZG-A9LZ-01A
66 years, male, alive, 692 days
1868.9
TCGA-G9-7523-01A
44 years, male, alive, 857 days
1852.3
TCGA-HC-A8D0-01A
61 years, male, alive, 775 days
1845.5
TCGA-ZG-A9L4-01A
61 years, male, alive, 1108 days
1783.2
TCGA-HC-7744-01A
46 years, male, white, alive, 531 days
1760.2
TCGA-KK-A8I4-01A
64 years, male, alive, 2259 days
1726.1
TCGA-YL-A8SK-01B
67 years, male, alive, 1408 days
1713.6
TCGA-G9-A9S4-01A
62 years, male, alive, 906 days
1706.3
TCGA-TK-A8OK-01A
73 years, male, alive, 27 days
1672.8
TCGA-HI-7170-01A
58 years, male, white, alive, 2522 days
1671.6
TCGA-EJ-5525-01A
67 years, male, white, alive, 1115 days
1655.4
TCGA-V1-A9Z7-01A
55 years, male, alive, 874 days
1645.9
TCGA-V1-A8WW-01A
60 years, male, alive, 1078 days
1642.8
TCGA-ZG-A9LU-01A
67 years, male, alive, 579 days
1641.8
TCGA-VP-A87C-01A
67 years, male, alive, 1690 days
1626.3
TCGA-KC-A4BL-01A
65 years, male, alive, 934 days
1624.7
TCGA-V1-A9ZI-01A
69 years, male, alive, 1640 days
1619.4
TCGA-EJ-7328-01A
70 years, male, white, alive, 842 days
1604.4
TCGA-VN-A88I-01A
59 years, male, alive, 269 days
1601.3
TCGA-KK-A59V-01A
64 years, male, alive, 3440 days
1572.7
TCGA-HC-7817-01B
52 years, male, alive, 928 days
1565.9
TCGA-V1-A9O9-01A
57 years, male, alive, 2870 days
1544.5
TCGA-CH-5788-01A
69 years, male, white, alive, 821 days
1543.1
TCGA-HC-A4ZV-01A
56 years, male, alive, 23 days
1523.8
TCGA-ZG-A8QY-01A
67 years, male, alive, 404 days
1517.4
TCGA-2A-A8VT-01A
47 years, male, alive, 1373 days
1503.5
TCGA-J9-A52B-01A
62 years, male, alive, 422 days
1472.3
TCGA-HI-7169-01A
55 years, male, white, alive, 2684 days
1463.2
TCGA-HC-8265-01B
66 years, male, alive, 483 days
1446.7
TCGA-EJ-5495-01A
68 years, male, white, alive, 1760 days
1446.3
TCGA-HC-A631-01A
67 years, male, alive, 54 days
1435.2
TCGA-V1-A9OA-01A
62 years, male, alive, 636 days
1427.5
TCGA-XK-AAIV-01A
63 years, male, alive, 1133 days
1423.2
TCGA-ZG-A9LS-01A
64 years, male, alive, 516 days
1406.9
TCGA-KK-A8IL-01A
65 years, male, dead, 628 days
1390.8
TCGA-HC-7740-01B
59 years, male, white, alive, 717 days
1366.6
TCGA-V1-A8WV-01A
53 years, male, alive, 686 days
1326.6
TCGA-HC-7736-01A
59 years, male, white, alive, 1103 days
1274.5
TCGA-YL-A8SJ-01B
60 years, male, alive, 1395 days
1271.8
TCGA-V1-A9O7-01A
61 years, male, alive, 2499 days
1270.8
TCGA-CH-5743-01A
66 years, male, white, alive, 425 days
1249.5
TCGA-EJ-AB20-01A
61 years, male, alive, 131 days
1235.5
TCGA-KK-A8IF-01A
57 years, male, alive, 804 days
1207.7
TCGA-V1-A9ZR-01A
69 years, male, alive, 1361 days
1199.5
TCGA-CH-5752-01A
66 years, male, white, alive, 943 days
1127.4
TCGA-WW-A8ZI-01A
70 years, male, alive, 449 days
1082.5
TCGA-G9-6498-01A
53 years, male, alive, 1952 days
1055.7
TCGA-EJ-A46E-01A
57 years, male, alive, 524 days
1041.2
TCGA-XK-AAIW-01A
78 years, male, alive, 1218 days
1021.1
TCGA-CH-5751-01A
68 years, male, white, alive, 1065 days
919.8
TCGA-FC-A4JI-01A
71 years, male, alive, 877 days
849.3
TCGA-CH-5761-01A
61 years, male, white, alive, 28 days
845.1
TCGA-YL-A9WH-01A
67 years, male, alive, 427 days
836.1
TCGA-J9-A52E-01A
65 years, male, alive, 323 days
820.1
TCGA-ZG-A9L9-01A
60 years, male, alive, 617 days
804.6
TCGA-G9-A9S0-01A
53 years, male, dead, 791 days
696.3
TCGA-EJ-5494-01A
50 years, male, white, alive, 1477 days
627.7
TCGA-ZG-A9MC-01A
69 years, male, alive, 455 days
563.9
TCGA-HC-7079-01A
51 years, male, white, alive, 1184 days
448.2
TCGA-EJ-5514-01A
66 years, male, white, alive, 1829 days
375.2
TCGA-VP-A872-01A
60 years, male, alive, 3631 days
319.1
TCGA-ZG-A9N3-01A
73 years, male, alive, 349 days
316.8
TCGA-ZG-A9M4-01A
65 years, male, alive, 547 days
264.7
TCGA-4L-AA1F-01A
64 years, male, alive, 350 days
226.6
TCGA-HC-A9TE-01A
64 years, male, alive, 587 days
181.4
TCGA-XQ-A8TA-01A
59 years, male, dead, 146 days
117.3
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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.