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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
1251.9
Number of samples
494
Samples
Sample
Description
FPKM
TCGA-M7-A722-01A
65 years, male, alive, 1060 days
5012.0
TCGA-J4-A67K-01A
68 years, male, alive, 1004 days
4834.1
TCGA-FC-A6HD-01A
77 years, male, alive, 789 days
4002.1
TCGA-EJ-7325-01B
63 years, male, alive, 1070 days
3971.5
TCGA-KK-A6E4-01A
69 years, male, dead, 3502 days
3916.4
TCGA-H9-A6BY-01A
63 years, male, alive, 112 days
3501.2
TCGA-KK-A7AW-01A
57 years, male, alive, 1054 days
3409.3
TCGA-J4-A67N-01A
61 years, male, alive, 937 days
3264.2
TCGA-EJ-A65D-01A
66 years, male, alive, 393 days
3136.2
TCGA-HC-A6AO-01A
52 years, male, alive, 530 days
2996.8
TCGA-EJ-A46F-01A
57 years, male, alive, 783 days
2989.7
TCGA-QU-A6IO-01A
53 years, male, alive, 3716 days
2832.1
TCGA-HC-A6AP-01A
61 years, male, alive, 71 days
2782.7
TCGA-XK-AAIW-01A
78 years, male, alive, 1218 days
2722.8
TCGA-HC-A6HX-01A
55 years, male, alive, 38 days
2697.6
TCGA-HC-A6AS-01A
70 years, male, alive, 44 days
2695.6
TCGA-J4-A67M-01A
55 years, male, alive, 941 days
2693.5
TCGA-HC-A6AL-01A
64 years, male, alive, 67 days
2677.9
TCGA-J4-A67O-01A
59 years, male, alive, 839 days
2642.9
TCGA-KK-A7B0-01A
67 years, male, alive, 1329 days
2620.2
TCGA-V1-A9ZR-01A
69 years, male, alive, 1361 days
2521.2
TCGA-J4-A67R-01A
65 years, male, alive, 910 days
2500.7
TCGA-HC-A6AQ-01A
60 years, male, alive, 106 days
2472.1
TCGA-ZG-A9LB-01A
72 years, male, alive, 583 days
2463.5
TCGA-V1-A9Z7-01A
55 years, male, alive, 874 days
2362.8
TCGA-VP-A87B-01A
63 years, male, alive, 2722 days
2322.6
TCGA-EJ-A7NM-01A
64 years, male, alive, 128 days
2300.8
TCGA-J4-A67Q-01A
77 years, male, alive, 975 days
2229.5
TCGA-HC-A8D0-01A
61 years, male, alive, 775 days
2211.6
TCGA-J9-A8CM-01A
66 years, male, alive, 463 days
2202.9
TCGA-YL-A9WI-01A
63 years, male, alive, 1623 days
2170.0
TCGA-G9-6347-01A
59 years, male, alive, 2089 days
2128.3
TCGA-HC-A4ZV-01A
56 years, male, alive, 23 days
2126.5
TCGA-QU-A6IL-01A
64 years, male, alive, 97 days
2087.1
TCGA-M7-A71Z-01A
62 years, male, alive, 643 days
2078.9
TCGA-CH-5768-01A
72 years, male, white, alive, 731 days
2078.2
TCGA-G9-6379-01A
68 years, male, alive, 1778 days
2073.1
TCGA-HC-A6AN-01A
67 years, male, alive, 49 days
2060.7
TCGA-XQ-A8TA-01A
59 years, male, dead, 146 days
2058.6
TCGA-J4-A67L-01A
54 years, male, alive, 770 days
2056.1
TCGA-TP-A8TV-01A
62 years, male, alive, 610 days
2052.5
TCGA-J4-A67S-01A
63 years, male, alive, 833 days
2028.3
TCGA-EJ-7321-01A
57 years, male, black or african american, alive, 824 days
2025.7
TCGA-ZG-A9LZ-01A
66 years, male, alive, 692 days
1976.1
TCGA-EJ-5525-01A
67 years, male, white, alive, 1115 days
1975.6
TCGA-KK-A7AY-01A
60 years, male, alive, 1754 days
1928.8
TCGA-YL-A8HM-01A
66 years, male, alive, 1482 days
1923.3
TCGA-V1-A9OA-01A
62 years, male, alive, 636 days
1905.2
TCGA-VP-A876-01A
46 years, male, alive, 3333 days
1902.4
TCGA-QU-A6IN-01A
61 years, male, alive, 4264 days
1902.2
TCGA-HC-A76W-01A
73 years, male, alive, 213 days
1897.0
TCGA-EJ-A65B-01A
55 years, male, alive, 710 days
1885.6
TCGA-KK-A8IB-01A
65 years, male, alive, 83 days
1883.1
TCGA-KK-A7B2-01A
68 years, male, alive, 1099 days
1867.1
TCGA-EJ-A65M-01A
65 years, male, alive, 230 days
1865.2
TCGA-XK-AAJ3-01A
56 years, male, alive, 1262 days
1864.3
TCGA-J4-8198-01A
49 years, male, alive, 614 days
1855.4
TCGA-YL-A8SO-01B
64 years, male, alive, 3479 days
1855.0
TCGA-HC-8213-01A
48 years, male, alive, 589 days
1838.4
TCGA-ZG-A9NI-01A
73 years, male, alive, 132 days
1821.9
TCGA-KK-A7AP-01A
55 years, male, alive, 196 days
1815.7
TCGA-HC-A6HY-01A
51 years, male, alive, 134 days
1807.4
TCGA-YL-A8SJ-01B
60 years, male, alive, 1395 days
1801.4
TCGA-ZG-A9L9-01A
60 years, male, alive, 617 days
1799.5
TCGA-HC-7744-01A
46 years, male, white, alive, 531 days
1789.5
TCGA-KK-A8I8-01A
69 years, male, alive, 967 days
1777.8
TCGA-HC-8257-01A
70 years, male, alive, 726 days
1758.1
TCGA-KK-A6E3-01A
56 years, male, alive, 2056 days
1754.5
TCGA-HC-A632-01A
68 years, male, alive, 61 days
1746.4
TCGA-KK-A5A1-01A
72 years, male, dead, 2469 days
1740.1
TCGA-FC-A66V-01A
74 years, male, alive, 524 days
1738.6
TCGA-YL-A8SI-01A
69 years, male, alive, 1614 days
1719.4
TCGA-KC-A7F3-01A
67 years, male, alive, 665 days
1712.5
TCGA-KK-A6E2-01A
54 years, male, alive, 5024 days
1700.4
TCGA-CH-5740-01A
57 years, male, white, alive, 31 days
1691.7
TCGA-EJ-A6RA-01A
70 years, male, alive, 353 days
1668.0
TCGA-XJ-A83F-01A
male, alive, 1127 days
1655.9
TCGA-CH-5788-01A
69 years, male, white, alive, 821 days
1655.7
TCGA-ZG-A8QY-01A
67 years, male, alive, 404 days
1652.2
TCGA-XQ-A8TB-01A
67 years, male, alive, 770 days
1648.0
TCGA-HC-7747-01A
52 years, male, white, alive, 748 days
1639.9
TCGA-VP-A875-01A
67 years, male, alive, 2309 days
1635.3
TCGA-HC-8262-01A
57 years, male, alive, 679 days
1631.2
TCGA-M7-A71Y-01A
55 years, male, alive, 493 days
1622.2
TCGA-V1-A9OH-01A
64 years, male, alive, 2403 days
1618.2
TCGA-2A-A8W3-01A
70 years, male, alive, 863 days
1610.2
TCGA-EJ-7318-01B
51 years, male, alive, 1029 days
1596.6
TCGA-EJ-A65G-01A
57 years, male, alive, 666 days
1592.8
TCGA-EJ-7218-01B
71 years, male, alive, 2542 days
1590.3
TCGA-EJ-5509-01A
64 years, male, white, alive, 1464 days
1570.2
TCGA-YL-A8S9-01A
63 years, male, alive, 1842 days
1556.1
TCGA-M7-A724-01A
64 years, male, alive, 889 days
1541.8
TCGA-V1-A9OQ-01A
68 years, male, alive, 371 days
1539.5
TCGA-V1-A9ZI-01A
69 years, male, alive, 1640 days
1534.7
TCGA-YL-A8S8-01A
68 years, male, alive, 1890 days
1534.1
TCGA-HC-A76X-01A
62 years, male, alive, 150 days
1532.0
TCGA-J4-A6G1-01A
68 years, male, alive, 769 days
1531.0
TCGA-HC-7233-01A
male, white, alive, 1355 days
1529.8
TCGA-J9-A8CK-01A
66 years, male, alive, 321 days
1526.1
TCGA-EJ-A6RC-01A
64 years, male, alive, 873 days
1518.6
TCGA-CH-5769-01A
48 years, male, white, alive, 62 days
1514.8
TCGA-VP-A87H-01A
76 years, male, alive, 663 days
1514.5
TCGA-KK-A7AV-01A
58 years, male, alive, 822 days
1507.6
TCGA-KK-A6E5-01A
63 years, male, alive, 2073 days
1497.1
TCGA-EJ-8474-01A
70 years, male, alive, 766 days
1493.7
TCGA-HI-7171-01A
56 years, male, white, dead, 1329 days
1491.2
TCGA-ZG-A8QZ-01A
65 years, male, alive, 308 days
1482.2
TCGA-2A-A8VO-01A
57 years, male, alive, 1701 days
1473.7
TCGA-XK-AAJP-01A
66 years, male, alive, 1259 days
1471.2
TCGA-QU-A6IM-01A
59 years, male, alive, 1247 days
1468.9
TCGA-M7-A723-01A
54 years, male, alive, 763 days
1468.9
TCGA-KK-A59Z-01A
66 years, male, alive, 2628 days
1465.9
TCGA-XK-AAK1-01A
62 years, male, alive, 979 days
1463.1
TCGA-V1-A8MF-01A
66 years, male, alive, 1449 days
1445.5
TCGA-VN-A88P-01A
60 years, male, alive, 1260 days
1444.9
TCGA-2A-AAYO-01A
58 years, male, alive, 1272 days
1438.8
TCGA-J4-A83N-01A
57 years, male, alive, 992 days
1431.8
TCGA-EJ-A7NF-01A
56 years, male, alive, 250 days
1429.8
TCGA-EJ-AB20-01A
61 years, male, alive, 131 days
1424.3
TCGA-V1-A9O9-01A
57 years, male, alive, 2870 days
1421.2
TCGA-CH-5764-01A
66 years, male, white, alive, 31 days
1420.4
TCGA-Y6-A8TL-01A
65 years, male, alive, 992 days
1418.1
TCGA-KK-A8IL-01A
65 years, male, dead, 628 days
1409.9
TCGA-EJ-7328-01A
70 years, male, white, alive, 842 days
1409.6
TCGA-KK-A8I4-01A
64 years, male, alive, 2259 days
1406.7
TCGA-KC-A7FE-01A
62 years, male, alive, 352 days
1406.3
TCGA-EJ-7784-01A
63 years, male, white, alive, 781 days
1396.9
TCGA-YL-A8SQ-01B
61 years, male, alive, 2083 days
1396.6
TCGA-YL-A8SP-01B
58 years, male, alive, 2366 days
1390.8
TCGA-HC-8256-01A
53 years, male, alive, 860 days
1383.9
TCGA-EJ-A8FS-01A
66 years, male, alive, 266 days
1380.4
TCGA-YL-A8HJ-01A
58 years, male, alive, 1611 days
1379.6
TCGA-J9-A52D-01A
71 years, male, alive, 212 days
1373.0
TCGA-EJ-7797-01A
53 years, male, white, alive, 983 days
1370.6
TCGA-V1-A9ZG-01A
65 years, male, alive, 1517 days
1367.4
TCGA-YL-A8SH-01B
69 years, male, dead, 875 days
1365.9
TCGA-V1-A9Z8-01A
60 years, male, alive, 827 days
1364.8
TCGA-G9-6365-01A
71 years, male, white, alive, 1363 days
1364.7
TCGA-V1-A8MG-01A
54 years, male, alive, 857 days
1364.6
TCGA-EJ-A8FN-01A
58 years, male, alive, 329 days
1351.8
TCGA-KK-A7AZ-01A
56 years, male, alive, 1519 days
1351.1
TCGA-J4-AATV-01A
71 years, male, alive, 553 days
1337.3
TCGA-ZG-A9MC-01A
69 years, male, alive, 455 days
1333.8
TCGA-KK-A8IF-01A
57 years, male, alive, 804 days
1333.3
TCGA-YL-A8SK-01B
67 years, male, alive, 1408 days
1325.7
TCGA-ZG-A9L2-01A
70 years, male, alive, 1154 days
1325.1
TCGA-J4-A83K-01A
52 years, male, alive, 328 days
1324.7
TCGA-HC-8216-01A
58 years, male, alive, 682 days
1324.5
TCGA-G9-6361-01A
61 years, male, white, alive, 1415 days
1324.1
TCGA-EJ-7115-01A
65 years, male, white, alive, 2687 days
1321.8
TCGA-XJ-A83G-01A
male, alive, 1461 days
1321.1
TCGA-ZG-A9L0-01A
71 years, male, alive, 355 days
1319.9
TCGA-EJ-5499-01A
61 years, male, asian, alive, 1415 days
1318.8
TCGA-XA-A8JR-01A
68 years, male, alive, 376 days
1316.9
TCGA-G9-6377-01A
61 years, male, white, alive, 958 days
1314.5
TCGA-YL-A8SB-01A
62 years, male, alive, 1719 days
1311.5
TCGA-YL-A8HO-01A
67 years, male, alive, 2304 days
1306.5
TCGA-XK-AAIR-01A
75 years, male, alive, 972 days
1304.2
TCGA-CH-5751-01A
68 years, male, white, alive, 1065 days
1295.6
TCGA-J4-AAU2-01A
59 years, male, alive, 825 days
1295.0
TCGA-EJ-5496-01A
59 years, male, white, alive, 595 days
1290.8
TCGA-ZG-A9N3-01A
73 years, male, alive, 349 days
1288.7
TCGA-VN-A943-01A
71 years, male, alive, 496 days
1288.2
TCGA-V1-A8WS-01A
57 years, male, alive, 474 days
1287.8
TCGA-J9-A52C-01A
57 years, male, alive, 178 days
1287.5
TCGA-ZG-A9L4-01A
61 years, male, alive, 1108 days
1278.5
TCGA-V1-A9OY-01A
58 years, male, alive, 1067 days
1270.3
TCGA-M7-A720-01A
53 years, male, alive, 384 days
1269.4
TCGA-EJ-7314-01A
62 years, male, white, alive, 1150 days
1266.4
TCGA-G9-6363-01A
64 years, male, white, alive, 1378 days
1265.8
TCGA-XK-AAJR-01A
62 years, male, alive, 1124 days
1265.5
TCGA-HC-7231-01A
66 years, male, white, alive, 939 days
1263.0
TCGA-CH-5750-01A
72 years, male, white, alive, 396 days
1261.4
TCGA-CH-5767-01A
66 years, male, white, alive, 458 days
1260.3
TCGA-HC-8261-01A
48 years, male, alive, 546 days
1259.8
TCGA-XK-AAJU-01A
65 years, male, alive, 1576 days
1258.2
TCGA-HC-7750-01A
50 years, male, white, alive, 522 days
1257.7
TCGA-EJ-5512-01A
46 years, male, white, alive, 1733 days
1253.2
TCGA-XK-AAJT-01A
75 years, male, alive, 1434 days
1252.7
TCGA-EJ-A7NG-01A
64 years, male, alive, 432 days
1250.8
TCGA-ZG-A9LY-01A
60 years, male, alive, 370 days
1246.8
TCGA-EJ-5521-01A
63 years, male, white, alive, 2279 days
1242.0
TCGA-V1-A9O7-01A
61 years, male, alive, 2499 days
1239.1
TCGA-KK-A8I9-01A
61 years, male, alive, 1001 days
1237.1
TCGA-EJ-7123-01A
59 years, male, white, alive, 2572 days
1237.0
TCGA-EJ-A46D-01A
53 years, male, alive, 626 days
1234.9
TCGA-HC-A8D1-01A
68 years, male, alive, 573 days
1230.2
TCGA-KK-A7AQ-01A
62 years, male, alive, 1610 days
1230.2
TCGA-VN-A88K-01A
58 years, male, alive, 776 days
1229.5
TCGA-ZG-A9LS-01A
64 years, male, alive, 516 days
1225.6
TCGA-VP-A87C-01A
67 years, male, alive, 1690 days
1222.7
TCGA-2A-AAYF-01A
57 years, male, alive, 1364 days
1219.8
TCGA-CH-5743-01A
66 years, male, white, alive, 425 days
1213.2
TCGA-KK-A8IK-01A
56 years, male, alive, 2052 days
1211.3
TCGA-CH-5748-01A
64 years, male, white, alive, 31 days
1209.4
TCGA-VP-A87D-01A
54 years, male, alive, 1853 days
1208.2
TCGA-FC-A4JI-01A
71 years, male, alive, 877 days
1202.9
TCGA-HC-7075-01A
male, white, alive, 601 days
1202.4
TCGA-EJ-8470-01A
58 years, male, alive, 1159 days
1202.4
TCGA-HC-8260-01A
43 years, male, alive, 686 days
1202.2
TCGA-KK-A8IA-01A
69 years, male, alive, 1931 days
1198.4
TCGA-HC-7212-01A
56 years, male, white, alive, 870 days
1197.8
TCGA-HC-7818-01A
66 years, male, white, alive, 938 days
1196.9
TCGA-QU-A6IP-01A
66 years, male, alive, 2620 days
1195.9
TCGA-VP-A878-01A
58 years, male, alive, 3130 days
1195.9
TCGA-KK-A8I7-01A
55 years, male, alive, 2002 days
1193.7
TCGA-EJ-7794-01A
67 years, male, white, alive, 1306 days
1193.6
TCGA-KC-A4BR-01A
76 years, male, alive, 1349 days
1192.7
TCGA-YL-A8SC-01A
66 years, male, alive, 1261 days
1192.2
TCGA-G9-7525-01A
64 years, male, alive, 994 days
1189.9
TCGA-KK-A7B4-01A
64 years, male, alive, 987 days
1187.7
TCGA-EJ-7793-01A
49 years, male, white, alive, 114 days
1186.1
TCGA-EJ-A65F-01A
59 years, male, alive, 560 days
1183.0
TCGA-G9-A9S7-01A
55 years, male, alive, 728 days
1183.0
TCGA-2A-A8VV-01A
52 years, male, alive, 671 days
1181.7
TCGA-KK-A8ID-01A
70 years, male, alive, 2107 days
1181.3
TCGA-HC-7738-01A
58 years, male, white, alive, 964 days
1180.9
TCGA-KK-A6E7-01A
46 years, male, alive, 2760 days
1179.0
TCGA-G9-6373-01A
68 years, male, white, alive, 811 days
1176.1
TCGA-J4-A83L-01A
61 years, male, alive, 720 days
1176.0
TCGA-CH-5752-01A
66 years, male, white, alive, 943 days
1174.2
TCGA-J4-A6M7-01A
53 years, male, alive, 512 days
1169.6
TCGA-CH-5746-01A
57 years, male, white, alive, 731 days
1164.1
TCGA-ZG-A9LN-01A
57 years, male, alive, 115 days
1162.5
TCGA-KK-A6E8-01A
68 years, male, alive, 1770 days
1161.2
TCGA-CH-5745-01A
68 years, male, white, alive, 91 days
1160.3
TCGA-J4-A83M-01A
64 years, male, alive, 543 days
1156.8
TCGA-G9-6332-01A
55 years, male, white, alive, 2657 days
1155.7
TCGA-CH-5792-01A
57 years, male, white, alive, 91 days
1153.5
TCGA-EJ-5504-01A
65 years, male, white, alive, 1427 days
1153.3
TCGA-HC-A631-01A
67 years, male, alive, 54 days
1153.3
TCGA-J4-A67T-01A
63 years, male, alive, 183 days
1147.8
TCGA-G9-6371-01A
58 years, male, white, alive, 1226 days
1147.2
TCGA-HC-7745-01A
65 years, male, white, alive, 721 days
1141.4
TCGA-HC-8259-01A
50 years, male, alive, 924 days
1138.6
TCGA-EJ-A7NK-01A
58 years, male, alive, 476 days
1138.0
TCGA-V1-A8X3-01A
52 years, male, alive, 202 days
1135.8
TCGA-V1-A9ZK-01A
69 years, male, alive, 1383 days
1135.7
TCGA-VN-A88L-01A
54 years, male, alive, 746 days
1133.4
TCGA-G9-7510-01A
66 years, male, alive, 1185 days
1132.8
TCGA-HC-7230-01A
50 years, male, white, alive, 1001 days
1128.5
TCGA-VN-A88Q-01A
60 years, male, alive, 1366 days
1127.2
TCGA-KC-A7FD-01A
62 years, male, alive, 270 days
1126.0
TCGA-G9-6348-01A
68 years, male, white, alive, 1515 days
1125.9
TCGA-VN-A88M-01A
55 years, male, alive, 189 days
1124.5
TCGA-V1-A8WV-01A
53 years, male, alive, 686 days
1123.4
TCGA-XJ-A9DK-01A
male, alive, 275 days
1119.3
TCGA-G9-6329-01A
67 years, male, white, alive, 1266 days
1117.7
TCGA-VP-A87E-01A
59 years, male, alive, 2037 days
1113.5
TCGA-KK-A59V-01A
64 years, male, alive, 3440 days
1112.8
TCGA-EJ-5508-01A
65 years, male, white, alive, 1965 days
1109.9
TCGA-EJ-8469-01A
46 years, male, alive, 2324 days
1109.0
TCGA-KC-A7F6-01A
64 years, male, alive, 263 days
1107.8
TCGA-G9-6385-01A
66 years, male, white, alive, 830 days
1104.9
TCGA-HC-8266-01A
55 years, male, alive, 473 days
1104.6
TCGA-V1-A9OF-01A
50 years, male, alive, 1184 days
1104.2
TCGA-HC-8258-01A
56 years, male, alive, 847 days
1104.1
TCGA-FC-A5OB-01A
53 years, male, alive, 680 days
1101.7
TCGA-KK-A6E6-01A
69 years, male, alive, 3447 days
1101.5
TCGA-CH-5771-01A
63 years, male, white, alive, 396 days
1096.8
TCGA-ZG-A8QW-01A
72 years, male, alive, 94 days
1095.9
TCGA-J9-A8CN-01A
53 years, male, alive, 1237 days
1093.3
TCGA-CH-5772-01A
63 years, male, white, alive, 486 days
1092.6
TCGA-EJ-A7NN-01A
61 years, male, alive, 197 days
1092.0
TCGA-EJ-7317-01A
71 years, male, white, alive, 771 days
1091.2
TCGA-CH-5738-01A
72 years, male, white, alive, 212 days
1090.3
TCGA-HC-7079-01A
51 years, male, white, alive, 1184 days
1089.8
TCGA-YL-A9WX-01A
68 years, male, alive, 1518 days
1089.5
TCGA-EJ-5495-01A
68 years, male, white, alive, 1760 days
1089.3
TCGA-EJ-7788-01A
53 years, male, white, alive, 859 days
1088.0
TCGA-CH-5791-01A
72 years, male, white, alive, 1004 days
1084.1
TCGA-ZG-A9LM-01A
72 years, male, alive, 378 days
1083.3
TCGA-G9-6370-01A
52 years, male, white, alive, 1156 days
1081.5
TCGA-KK-A8IM-01A
55 years, male, alive, 1915 days
1080.7
TCGA-VN-A88O-01A
49 years, male, alive, 481 days
1080.3
TCGA-MG-AAMC-01A
59 years, male, alive, 173 days
1079.9
TCGA-EJ-7312-01B
58 years, male, alive, 1099 days
1077.9
TCGA-G9-6499-01A
66 years, male, white, alive, 1543 days
1075.4
TCGA-J4-8200-01A
47 years, male, alive, 1218 days
1074.9
TCGA-VP-A87K-01A
63 years, male, alive, 1306 days
1073.5
TCGA-KC-A4BL-01A
65 years, male, alive, 934 days
1071.6
TCGA-HC-7820-01A
72 years, male, white, alive, 747 days
1069.1
TCGA-G9-6356-01A
60 years, male, white, alive, 1434 days
1068.0
TCGA-EJ-5501-01A
55 years, male, white, alive, 1365 days
1064.2
TCGA-V1-A8MM-01A
61 years, male, alive, 1195 days
1063.1
TCGA-ZG-A9L5-01A
58 years, male, alive, 908 days
1062.9
TCGA-CH-5739-01A
65 years, male, white, alive, 671 days
1062.5
TCGA-M7-A721-01A
70 years, male, alive, 400 days
1061.7
TCGA-EJ-A8FU-01A
64 years, male, alive, 138 days
1057.2
TCGA-EJ-AB27-01A
51 years, male, alive, 145 days
1056.4
TCGA-HC-7749-01A
70 years, male, white, alive, 724 days
1055.9
TCGA-G9-6336-01A
57 years, male, white, alive, 2068 days
1051.7
TCGA-VP-A879-01A
70 years, male, dead, 728 days
1051.3
TCGA-HC-7078-01A
69 years, male, white, alive, 1985 days
1051.2
TCGA-J9-A52E-01A
65 years, male, alive, 323 days
1050.6
TCGA-EJ-5494-01A
50 years, male, white, alive, 1477 days
1050.3
TCGA-EJ-5514-01A
66 years, male, white, alive, 1829 days
1044.4
TCGA-V1-A9Z9-01A
64 years, male, alive, 540 days
1041.3
TCGA-CH-5794-01A
65 years, male, white, alive, 882 days
1040.7
TCGA-EJ-7789-01A
66 years, male, black or african american, alive, 1105 days
1039.9
TCGA-EJ-5531-01A
62 years, male, white, alive, 1273 days
1037.5
TCGA-J9-A8CL-01A
66 years, male, alive, 405 days
1035.3
TCGA-H9-7775-01A
68 years, male, white, alive, 185 days
1034.3
TCGA-KK-A6DY-01A
50 years, male, alive, 4295 days
1032.8
TCGA-HC-7817-01B
52 years, male, alive, 928 days
1032.6
TCGA-XJ-A9DI-01A
male, alive, 1461 days
1031.4
TCGA-ZG-A9L1-01A
66 years, male, alive, 1302 days
1029.8
TCGA-H9-A6BX-01A
60 years, male, alive, 941 days
1026.9
TCGA-EJ-5530-01A
61 years, male, white, alive, 1832 days
1025.6
TCGA-EJ-A46E-01A
57 years, male, alive, 524 days
1024.2
TCGA-J9-A52B-01A
62 years, male, alive, 422 days
1022.9
TCGA-VN-A88R-01A
53 years, male, alive, 784 days
1022.5
TCGA-HC-7819-01A
53 years, male, white, alive, 543 days
1021.6
TCGA-J4-A6G3-01A
57 years, male, alive, 849 days
1019.7
TCGA-EJ-A8FP-01A
59 years, male, alive, 299 days
1019.6
TCGA-CH-5765-01A
55 years, male, white, alive, 700 days
1017.2
TCGA-EJ-A7NH-01A
56 years, male, alive, 474 days
1013.1
TCGA-KK-A8IH-01A
50 years, male, alive, 2013 days
1012.2
TCGA-CH-5762-01A
60 years, male, white, alive, 1339 days
1008.4
TCGA-KK-A7B3-01A
62 years, male, alive, 899 days
1008.2
TCGA-VN-A88I-01A
59 years, male, alive, 269 days
1008.2
TCGA-J9-A8CP-01A
66 years, male, alive, 386 days
1006.4
TCGA-V1-A8WL-01A
65 years, male, alive, 1948 days
1004.9
TCGA-YJ-A8SW-01A
male, alive, 148 days
1004.5
TCGA-2A-A8VX-01A
70 years, male, alive, 1378 days
998.9
TCGA-KK-A8I5-01A
55 years, male, alive, 3096 days
997.2
TCGA-TP-A8TT-01A
64 years, male, alive, 526 days
997.1
TCGA-ZG-A9L6-01A
64 years, male, alive, 687 days
996.5
TCGA-EJ-5498-01A
56 years, male, white, alive, 1720 days
995.9
TCGA-SU-A7E7-01A
60 years, male, alive, 551 days
993.8
TCGA-EJ-7315-01A
68 years, male, white, alive, 1008 days
992.8
TCGA-V1-A9OX-01A
57 years, male, alive, 1134 days
991.3
TCGA-YL-A9WY-01A
57 years, male, alive, 1098 days
990.8
TCGA-EJ-A46I-01A
57 years, male, alive, 668 days
988.7
TCGA-KC-A7FA-01A
63 years, male, alive, 598 days
988.2
TCGA-YL-A8SL-01B
74 years, male, alive, 987 days
986.5
TCGA-G9-7519-01A
58 years, male, alive, 849 days
982.7
TCGA-YL-A8SR-01B
64 years, male, alive, 273 days
981.1
TCGA-EJ-7783-01A
70 years, male, white, alive, 787 days
977.8
TCGA-V1-A8MU-01A
57 years, male, alive, 1876 days
973.5
TCGA-2A-AAYU-01A
56 years, male, alive, 615 days
972.4
TCGA-G9-6343-01A
62 years, male, white, alive, 2450 days
969.4
TCGA-EJ-5527-01A
69 years, male, white, alive, 1778 days
968.5
TCGA-G9-6384-01A
53 years, male, white, alive, 765 days
967.9
TCGA-2A-A8W1-01A
54 years, male, alive, 112 days
962.7
TCGA-EJ-7786-01A
62 years, male, white, alive, 1096 days
959.6
TCGA-G9-6339-01A
58 years, male, alive, 2551 days
952.2
TCGA-ZG-A8QX-01A
56 years, male, alive, 442 days
951.6
TCGA-HC-7736-01A
59 years, male, white, alive, 1103 days
949.0
TCGA-FC-A8O0-01A
68 years, male, alive, 616 days
942.6
TCGA-KC-A7F5-01A
54 years, male, alive, 91 days
941.7
TCGA-Y6-A9XI-01A
72 years, male, alive, 526 days
938.0
TCGA-V1-A8MK-01A
42 years, male, alive, 508 days
937.5
TCGA-HC-A8CY-01A
63 years, male, alive, 290 days
934.6
TCGA-J4-A83I-01A
63 years, male, alive, 685 days
934.1
TCGA-EJ-5503-01A
50 years, male, white, alive, 1391 days
930.8
TCGA-XJ-A9DQ-01A
male, alive, 91 days
928.5
TCGA-CH-5790-01A
64 years, male, white, alive, 974 days
928.0
TCGA-EJ-5510-01A
49 years, male, white, alive, 1887 days
925.9
TCGA-V1-A9OL-01A
66 years, male, alive, 1913 days
925.4
TCGA-KK-A8IG-01A
55 years, male, alive, 2505 days
924.5
TCGA-CH-5741-01A
56 years, male, white, alive, 395 days
923.4
TCGA-EJ-5505-01A
57 years, male, white, alive, 922 days
921.2
TCGA-EJ-A8FO-01A
51 years, male, alive, 282 days
918.7
TCGA-YL-A9WL-01A
59 years, male, alive, 740 days
918.1
TCGA-G9-6378-01A
54 years, male, black or african american, alive, 1155 days
917.9
TCGA-YL-A8SA-01A
69 years, male, alive, 512 days
916.1
TCGA-KK-A8I6-01A
58 years, male, alive, 668 days
915.0
TCGA-EJ-A46B-01A
66 years, male, alive, 657 days
911.9
TCGA-G9-A9S4-01A
62 years, male, alive, 906 days
908.3
TCGA-YL-A9WH-01A
67 years, male, alive, 427 days
908.0
TCGA-YL-A9WJ-01A
47 years, male, dead, 1855 days
905.2
TCGA-ZG-A9LU-01A
67 years, male, alive, 579 days
904.2
TCGA-M7-A725-01A
56 years, male, alive, 573 days
903.9
TCGA-KK-A7AU-01A
63 years, male, alive, 1775 days
902.9
TCGA-CH-5754-01A
65 years, male, white, alive, 62 days
901.6
TCGA-EJ-5526-01A
56 years, male, white, alive, 1909 days
901.0
TCGA-EJ-5502-01A
50 years, male, alive, 1171 days
900.6
TCGA-KK-A8IJ-01A
59 years, male, alive, 1559 days
897.9
TCGA-HC-8264-01B
60 years, male, alive, 48 days
897.6
TCGA-EJ-7125-01A
45 years, male, white, alive, 2850 days
895.8
TCGA-KC-A4BV-01A
66 years, male, alive, 1328 days
895.5
TCGA-HC-A9TH-01A
58 years, male, alive, 844 days
892.3
TCGA-G9-7523-01A
44 years, male, alive, 857 days
891.3
TCGA-V1-A8WN-01A
48 years, male, alive, 924 days
890.5
TCGA-EJ-5517-01A
55 years, male, white, alive, 1889 days
888.5
TCGA-G9-6354-01A
55 years, male, alive, 2066 days
882.7
TCGA-4L-AA1F-01A
64 years, male, alive, 350 days
882.2
TCGA-EJ-7327-01A
61 years, male, white, alive, 923 days
867.6
TCGA-HC-A48F-01A
47 years, male, alive, 680 days
865.2
TCGA-CH-5763-01A
66 years, male, white, alive, 365 days
863.5
TCGA-KK-A6E0-01A
59 years, male, alive, 1483 days
860.3
TCGA-KK-A8IC-01A
54 years, male, alive, 2051 days
858.9
TCGA-EJ-7781-01A
65 years, male, white, alive, 1073 days
856.9
TCGA-EJ-5532-01A
57 years, male, white, alive, 1828 days
856.6
TCGA-G9-6353-01A
58 years, male, white, alive, 1542 days
855.7
TCGA-CH-5766-01A
55 years, male, white, alive, 31 days
855.0
TCGA-EJ-7791-01A
67 years, male, white, alive, 1118 days
854.5
TCGA-G9-6367-01A
60 years, male, white, alive, 1222 days
853.2
TCGA-HC-7737-01A
55 years, male, black or african american, alive, 1090 days
852.6
TCGA-CH-5737-01A
73 years, male, white, alive, 91 days
850.8
TCGA-HC-7209-01A
60 years, male, white, alive, 440 days
849.8
TCGA-FC-7708-01A
52 years, male, asian, alive, 864 days
845.6
TCGA-YL-A8HK-01A
59 years, male, alive, 1491 days
845.0
TCGA-KK-A7B1-01A
65 years, male, alive, 1063 days
844.1
TCGA-KK-A8II-01A
61 years, male, dead, 3467 days
842.1
TCGA-EJ-5542-01A
60 years, male, white, alive, 1513 days
840.9
TCGA-EJ-A46G-01A
71 years, male, alive, 668 days
837.6
TCGA-EJ-5506-01A
67 years, male, white, alive, 1381 days
836.2
TCGA-EJ-7330-01A
68 years, male, white, alive, 191 days
833.4
TCGA-EJ-7792-01A
53 years, male, white, alive, 1396 days
832.7
TCGA-V1-A9OT-01A
62 years, male, alive, 476 days
830.6
TCGA-FC-7961-01A
62 years, male, white, alive, 469 days
823.7
TCGA-VP-AA1N-01A
70 years, male, alive, 1365 days
823.4
TCGA-HC-7077-01A
64 years, male, black or african american, alive, 2115 days
821.5
TCGA-EJ-7331-01A
64 years, male, white, alive, 742 days
820.2
TCGA-G9-7509-01A
48 years, male, alive, 1610 days
815.8
TCGA-EJ-A65E-01A
67 years, male, alive, 417 days
813.9
TCGA-ZG-A9KY-01A
73 years, male, alive, 130 days
804.5
TCGA-EJ-A7NJ-01A
59 years, male, alive, 197 days
803.3
TCGA-EJ-5511-01A
55 years, male, black or african american, alive, 1476 days
802.1
TCGA-WW-A8ZI-01A
70 years, male, alive, 449 days
802.0
TCGA-J4-A83J-01A
68 years, male, alive, 696 days
796.5
TCGA-EJ-5497-01A
48 years, male, white, alive, 405 days
795.5
TCGA-TK-A8OK-01A
73 years, male, alive, 27 days
792.1
TCGA-EJ-5524-01A
57 years, male, white, alive, 1882 days
780.9
TCGA-2A-A8VL-01A
51 years, male, alive, 621 days
778.7
TCGA-HI-7170-01A
58 years, male, white, alive, 2522 days
778.0
TCGA-EJ-5522-01A
51 years, male, white, alive, 2079 days
773.8
TCGA-VP-A872-01A
60 years, male, alive, 3631 days
771.0
TCGA-V1-A8WW-01A
60 years, male, alive, 1078 days
765.0
TCGA-HC-7213-01A
53 years, male, white, alive, 1219 days
764.3
TCGA-VN-A88N-01A
62 years, male, alive, 766 days
764.0
TCGA-G9-6494-01A
66 years, male, white, alive, 1771 days
759.0
TCGA-V1-A8ML-01A
64 years, male, alive, 448 days
758.3
TCGA-G9-7522-01A
49 years, male, alive, 1078 days
755.9
TCGA-YL-A9WK-01A
63 years, male, alive, 2136 days
752.6
TCGA-V1-A9O5-01A
65 years, male, alive, 1932 days
746.8
TCGA-HC-7232-01A
66 years, male, white, alive, 1161 days
739.5
TCGA-J4-AATZ-01A
66 years, male, alive, 412 days
733.4
TCGA-EJ-5516-01A
49 years, male, white, alive, 1889 days
726.4
TCGA-HC-7821-01A
54 years, male, white, alive, 956 days
726.0
TCGA-HC-7080-01A
66 years, male, white, alive, 1106 days
723.1
TCGA-XK-AAJA-01A
62 years, male, alive, 930 days
722.1
TCGA-KC-A4BN-01A
55 years, male, alive, 1815 days
712.1
TCGA-G9-6342-01A
61 years, male, white, alive, 1696 days
712.0
TCGA-CH-5753-01A
70 years, male, white, alive, 31 days
707.5
TCGA-HC-7081-01A
male, white, alive, 1136 days
694.3
TCGA-G9-6362-01A
57 years, male, white, alive, 1443 days
690.7
TCGA-KK-A59X-01A
55 years, male, alive, 2535 days
687.9
TCGA-XJ-A9DX-01A
male, alive, 973 days
679.6
TCGA-HC-7211-01A
62 years, male, white, alive, 1221 days
676.0
TCGA-EJ-5515-01A
60 years, male, white, alive, 1832 days
675.9
TCGA-G9-6351-01A
51 years, male, white, alive, 2048 days
674.5
TCGA-X4-A8KQ-01A
65 years, male, alive, 1383 days
671.3
TCGA-EJ-A46H-01A
60 years, male, alive, 724 days
668.3
TCGA-EJ-8468-01A
64 years, male, alive, 2347 days
663.9
TCGA-EJ-7785-01A
54 years, male, white, alive, 1177 days
657.2
TCGA-EJ-5519-01A
64 years, male, white, alive, 1962 days
654.2
TCGA-HC-7748-01A
60 years, male, white, alive, 792 days
648.8
TCGA-ZG-A9M4-01A
65 years, male, alive, 547 days
644.6
TCGA-HC-7742-01A
58 years, male, white, alive, 938 days
643.6
TCGA-EJ-7782-01A
71 years, male, black or african american, alive, 1167 days
632.2
TCGA-VP-A87J-01A
56 years, male, alive, 1774 days
632.1
TCGA-ZG-A9ND-01A
55 years, male, alive, 410 days
628.5
TCGA-EJ-8472-01A
63 years, male, alive, 756 days
613.7
TCGA-HC-A9TE-01A
64 years, male, alive, 587 days
608.7
TCGA-YL-A8HL-01A
58 years, male, alive, 1565 days
607.4
TCGA-CH-5761-01A
61 years, male, white, alive, 28 days
606.7
TCGA-G9-6498-01A
53 years, male, alive, 1952 days
604.0
TCGA-XK-AAIV-01A
63 years, male, alive, 1133 days
593.1
TCGA-HI-7168-01A
62 years, male, white, alive, 3323 days
579.6
TCGA-CH-5789-01A
61 years, male, white, alive, 304 days
578.7
TCGA-G9-6496-01A
61 years, male, white, alive, 1726 days
578.0
TCGA-KK-A6E1-01A
57 years, male, alive, 2198 days
575.9
TCGA-KK-A59Y-01A
56 years, male, alive, 1968 days
564.7
TCGA-G9-6364-01A
72 years, male, white, alive, 1198 days
563.5
TCGA-G9-A9S0-01A
53 years, male, dead, 791 days
555.9
TCGA-G9-6338-01A
61 years, male, white, alive, 2028 days
535.6
TCGA-EJ-5518-01A
66 years, male, white, alive, 2118 days
533.2
TCGA-2A-A8VT-01A
47 years, male, alive, 1373 days
530.0
TCGA-X4-A8KS-01A
61 years, male, alive, 979 days
529.7
TCGA-G9-6366-01A
61 years, male, white, alive, 1947 days
524.0
TCGA-EJ-5507-01A
54 years, male, white, alive, 1457 days
523.0
TCGA-CH-5744-01A
64 years, male, white, alive, 60 days
508.4
TCGA-HC-8265-01B
66 years, male, alive, 483 days
507.9
TCGA-G9-6333-01A
66 years, male, white, alive, 2465 days
506.5
TCGA-G9-7521-01A
52 years, male, alive, 942 days
491.2
TCGA-G9-6369-01A
55 years, male, white, alive, 1215 days
473.8
TCGA-EJ-A65J-01A
62 years, male, alive, 451 days
425.6
TCGA-HC-7210-01A
74 years, male, white, alive, 868 days
417.6
TCGA-HI-7169-01A
55 years, male, white, alive, 2684 days
410.7
TCGA-HC-7752-01A
61 years, male, white, alive, 782 days
356.7
TCGA-HC-7740-01B
59 years, male, white, alive, 717 days
323.7
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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.