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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
474.5
Number of samples
494
Samples
Sample
Description
FPKM
TCGA-M7-A722-01A
65 years, male, alive, 1060 days
2156.6
TCGA-XQ-A8TA-01A
59 years, male, dead, 146 days
1630.3
TCGA-EJ-7325-01B
63 years, male, alive, 1070 days
1561.8
TCGA-J4-A67K-01A
68 years, male, alive, 1004 days
1348.3
TCGA-V1-A9OT-01A
62 years, male, alive, 476 days
1314.4
TCGA-FC-A6HD-01A
77 years, male, alive, 789 days
1272.3
TCGA-KK-A7AW-01A
57 years, male, alive, 1054 days
1257.2
TCGA-G9-6373-01A
68 years, male, white, alive, 811 days
1242.6
TCGA-H9-A6BY-01A
63 years, male, alive, 112 days
1224.4
TCGA-QU-A6IN-01A
61 years, male, alive, 4264 days
1177.2
TCGA-HC-A4ZV-01A
56 years, male, alive, 23 days
1157.3
TCGA-KK-A5A1-01A
72 years, male, dead, 2469 days
1124.5
TCGA-ZG-A9LB-01A
72 years, male, alive, 583 days
1107.8
TCGA-V1-A8MM-01A
61 years, male, alive, 1195 days
1106.1
TCGA-EJ-A46F-01A
57 years, male, alive, 783 days
1083.8
TCGA-G9-6362-01A
57 years, male, white, alive, 1443 days
1052.9
TCGA-KK-A8IK-01A
56 years, male, alive, 2052 days
1048.7
TCGA-QU-A6IL-01A
64 years, male, alive, 97 days
1018.1
TCGA-V1-A9OQ-01A
68 years, male, alive, 371 days
1001.4
TCGA-KK-A7AP-01A
55 years, male, alive, 196 days
995.7
TCGA-XK-AAIW-01A
78 years, male, alive, 1218 days
993.8
TCGA-2A-A8VX-01A
70 years, male, alive, 1378 days
992.3
TCGA-KK-A8IF-01A
57 years, male, alive, 804 days
974.8
TCGA-VN-A88M-01A
55 years, male, alive, 189 days
970.5
TCGA-HC-7752-01A
61 years, male, white, alive, 782 days
953.3
TCGA-ZG-A9L9-01A
60 years, male, alive, 617 days
929.5
TCGA-EJ-A65D-01A
66 years, male, alive, 393 days
916.1
TCGA-HC-A6AQ-01A
60 years, male, alive, 106 days
896.5
TCGA-J4-A67Q-01A
77 years, male, alive, 975 days
893.9
TCGA-V1-A9ZI-01A
69 years, male, alive, 1640 days
881.7
TCGA-EJ-7789-01A
66 years, male, black or african american, alive, 1105 days
866.6
TCGA-KK-A6E4-01A
69 years, male, dead, 3502 days
849.8
TCGA-KK-A7AZ-01A
56 years, male, alive, 1519 days
841.5
TCGA-EJ-AB20-01A
61 years, male, alive, 131 days
833.4
TCGA-MG-AAMC-01A
59 years, male, alive, 173 days
822.2
TCGA-G9-6379-01A
68 years, male, alive, 1778 days
816.7
TCGA-G9-A9S4-01A
62 years, male, alive, 906 days
814.4
TCGA-QU-A6IM-01A
59 years, male, alive, 1247 days
808.4
TCGA-QU-A6IO-01A
53 years, male, alive, 3716 days
807.1
TCGA-EJ-8474-01A
70 years, male, alive, 766 days
794.1
TCGA-HC-A6AO-01A
52 years, male, alive, 530 days
789.8
TCGA-KK-A7B0-01A
67 years, male, alive, 1329 days
782.5
TCGA-V1-A8MG-01A
54 years, male, alive, 857 days
770.4
TCGA-KK-A8I8-01A
69 years, male, alive, 967 days
769.5
TCGA-XJ-A9DX-01A
male, alive, 973 days
767.1
TCGA-G9-6329-01A
67 years, male, white, alive, 1266 days
756.8
TCGA-J4-A67O-01A
59 years, male, alive, 839 days
756.7
TCGA-V1-A9ZR-01A
69 years, male, alive, 1361 days
754.6
TCGA-M7-A71Z-01A
62 years, male, alive, 643 days
753.5
TCGA-VP-A87H-01A
76 years, male, alive, 663 days
752.3
TCGA-KK-A59V-01A
64 years, male, alive, 3440 days
743.3
TCGA-G9-7525-01A
64 years, male, alive, 994 days
740.5
TCGA-KC-A7F5-01A
54 years, male, alive, 91 days
740.4
TCGA-V1-A9Z7-01A
55 years, male, alive, 874 days
739.4
TCGA-EJ-A7NM-01A
64 years, male, alive, 128 days
737.5
TCGA-HI-7171-01A
56 years, male, white, dead, 1329 days
735.1
TCGA-TP-A8TV-01A
62 years, male, alive, 610 days
733.7
TCGA-HC-A8D0-01A
61 years, male, alive, 775 days
729.4
TCGA-2A-A8VO-01A
57 years, male, alive, 1701 days
723.6
TCGA-EJ-7328-01A
70 years, male, white, alive, 842 days
717.2
TCGA-X4-A8KS-01A
61 years, male, alive, 979 days
715.4
TCGA-EJ-7321-01A
57 years, male, black or african american, alive, 824 days
707.7
TCGA-ZG-A9LZ-01A
66 years, male, alive, 692 days
703.5
TCGA-J4-A67N-01A
61 years, male, alive, 937 days
702.3
TCGA-ZG-A9L5-01A
58 years, male, alive, 908 days
700.7
TCGA-M7-A724-01A
64 years, male, alive, 889 days
693.7
TCGA-EJ-A7NF-01A
56 years, male, alive, 250 days
693.5
TCGA-G9-6365-01A
71 years, male, white, alive, 1363 days
689.1
TCGA-G9-6498-01A
53 years, male, alive, 1952 days
688.6
TCGA-V1-A9OH-01A
64 years, male, alive, 2403 days
685.1
TCGA-HC-A76W-01A
73 years, male, alive, 213 days
684.5
TCGA-KK-A7AY-01A
60 years, male, alive, 1754 days
679.2
TCGA-J9-A8CM-01A
66 years, male, alive, 463 days
672.6
TCGA-HC-A6HY-01A
51 years, male, alive, 134 days
670.3
TCGA-V1-A8WV-01A
53 years, male, alive, 686 days
656.9
TCGA-KK-A6E8-01A
68 years, male, alive, 1770 days
655.9
TCGA-HC-A6HX-01A
55 years, male, alive, 38 days
654.9
TCGA-ZG-A9NI-01A
73 years, male, alive, 132 days
650.4
TCGA-G9-6343-01A
62 years, male, white, alive, 2450 days
650.4
TCGA-YL-A8SO-01B
64 years, male, alive, 3479 days
647.3
TCGA-2A-A8VV-01A
52 years, male, alive, 671 days
642.2
TCGA-VN-A88P-01A
60 years, male, alive, 1260 days
641.4
TCGA-VP-A876-01A
46 years, male, alive, 3333 days
641.2
TCGA-J4-A67R-01A
65 years, male, alive, 910 days
639.5
TCGA-HC-8213-01A
48 years, male, alive, 589 days
634.9
TCGA-HC-A6AL-01A
64 years, male, alive, 67 days
633.7
TCGA-XK-AAK1-01A
62 years, male, alive, 979 days
631.9
TCGA-G9-6347-01A
59 years, male, alive, 2089 days
626.7
TCGA-HC-7078-01A
69 years, male, white, alive, 1985 days
625.3
TCGA-VP-A87B-01A
63 years, male, alive, 2722 days
625.0
TCGA-J4-A67M-01A
55 years, male, alive, 941 days
621.8
TCGA-YL-A8SJ-01B
60 years, male, alive, 1395 days
621.4
TCGA-YL-A8S9-01A
63 years, male, alive, 1842 days
621.1
TCGA-EJ-5525-01A
67 years, male, white, alive, 1115 days
620.5
TCGA-VP-A875-01A
67 years, male, alive, 2309 days
620.5
TCGA-J4-AAU2-01A
59 years, male, alive, 825 days
617.7
TCGA-V1-A8WS-01A
57 years, male, alive, 474 days
613.1
TCGA-HC-7744-01A
46 years, male, white, alive, 531 days
612.0
TCGA-G9-A9S7-01A
55 years, male, alive, 728 days
611.8
TCGA-YL-A8SQ-01B
61 years, male, alive, 2083 days
605.8
TCGA-ZG-A9LM-01A
72 years, male, alive, 378 days
595.4
TCGA-J9-A8CN-01A
53 years, male, alive, 1237 days
592.7
TCGA-V1-A9OA-01A
62 years, male, alive, 636 days
592.2
TCGA-G9-6496-01A
61 years, male, white, alive, 1726 days
588.2
TCGA-G9-6339-01A
58 years, male, alive, 2551 days
584.5
TCGA-ZG-A9LS-01A
64 years, male, alive, 516 days
584.4
TCGA-Y6-A8TL-01A
65 years, male, alive, 992 days
584.0
TCGA-KK-A7AQ-01A
62 years, male, alive, 1610 days
583.5
TCGA-YL-A9WK-01A
63 years, male, alive, 2136 days
581.2
TCGA-HC-A6AP-01A
61 years, male, alive, 71 days
579.5
TCGA-G9-6354-01A
55 years, male, alive, 2066 days
575.7
TCGA-KK-A8I9-01A
61 years, male, alive, 1001 days
575.7
TCGA-X4-A8KQ-01A
65 years, male, alive, 1383 days
575.2
TCGA-KC-A7F3-01A
67 years, male, alive, 665 days
573.5
TCGA-G9-6332-01A
55 years, male, white, alive, 2657 days
572.2
TCGA-VN-A88K-01A
58 years, male, alive, 776 days
571.9
TCGA-FC-A4JI-01A
71 years, male, alive, 877 days
568.9
TCGA-CH-5768-01A
72 years, male, white, alive, 731 days
566.7
TCGA-V1-A9OY-01A
58 years, male, alive, 1067 days
566.3
TCGA-XJ-A83G-01A
male, alive, 1461 days
563.6
TCGA-G9-6377-01A
61 years, male, white, alive, 958 days
562.4
TCGA-HC-A6AS-01A
70 years, male, alive, 44 days
557.9
TCGA-EJ-7318-01B
51 years, male, alive, 1029 days
556.9
TCGA-KK-A6E5-01A
63 years, male, alive, 2073 days
556.6
TCGA-XK-AAJT-01A
75 years, male, alive, 1434 days
555.9
TCGA-KK-A7AU-01A
63 years, male, alive, 1775 days
551.7
TCGA-HC-A76X-01A
62 years, male, alive, 150 days
549.9
TCGA-V1-A9Z8-01A
60 years, male, alive, 827 days
549.0
TCGA-KK-A59Z-01A
66 years, male, alive, 2628 days
548.8
TCGA-HI-7170-01A
58 years, male, white, alive, 2522 days
545.5
TCGA-EJ-5496-01A
59 years, male, white, alive, 595 days
542.5
TCGA-XJ-A83F-01A
male, alive, 1127 days
541.7
TCGA-CH-5788-01A
69 years, male, white, alive, 821 days
541.5
TCGA-YL-A8SP-01B
58 years, male, alive, 2366 days
541.4
TCGA-V1-A9OX-01A
57 years, male, alive, 1134 days
537.8
TCGA-YL-A8SI-01A
69 years, male, alive, 1614 days
536.8
TCGA-XK-AAJ3-01A
56 years, male, alive, 1262 days
535.4
TCGA-ZG-A9LU-01A
67 years, male, alive, 579 days
531.3
TCGA-YL-A8SH-01B
69 years, male, dead, 875 days
530.9
TCGA-M7-A723-01A
54 years, male, alive, 763 days
529.0
TCGA-KC-A7F6-01A
64 years, male, alive, 263 days
527.7
TCGA-KK-A7B2-01A
68 years, male, alive, 1099 days
526.2
TCGA-HC-A632-01A
68 years, male, alive, 61 days
525.9
TCGA-V1-A8MF-01A
66 years, male, alive, 1449 days
523.4
TCGA-CH-5740-01A
57 years, male, white, alive, 31 days
523.2
TCGA-G9-6361-01A
61 years, male, white, alive, 1415 days
522.8
TCGA-G9-6378-01A
54 years, male, black or african american, alive, 1155 days
521.5
TCGA-J4-A83N-01A
57 years, male, alive, 992 days
520.8
TCGA-V1-A8ML-01A
64 years, male, alive, 448 days
520.1
TCGA-KK-A7AV-01A
58 years, male, alive, 822 days
519.7
TCGA-KK-A8IL-01A
65 years, male, dead, 628 days
519.3
TCGA-V1-A9O9-01A
57 years, male, alive, 2870 days
519.1
TCGA-G9-6338-01A
61 years, male, white, alive, 2028 days
514.9
TCGA-G9-6348-01A
68 years, male, white, alive, 1515 days
513.9
TCGA-G9-6356-01A
60 years, male, white, alive, 1434 days
513.9
TCGA-YL-A8SB-01A
62 years, male, alive, 1719 days
513.7
TCGA-YL-A9WL-01A
59 years, male, alive, 740 days
512.8
TCGA-EJ-5512-01A
46 years, male, white, alive, 1733 days
512.3
TCGA-EJ-5499-01A
61 years, male, asian, alive, 1415 days
510.5
TCGA-EJ-5509-01A
64 years, male, white, alive, 1464 days
510.2
TCGA-VP-A87K-01A
63 years, male, alive, 1306 days
510.2
TCGA-XK-AAJP-01A
66 years, male, alive, 1259 days
509.9
TCGA-EJ-A65F-01A
59 years, male, alive, 560 days
508.3
TCGA-ZG-A9L0-01A
71 years, male, alive, 355 days
506.7
TCGA-ZG-A8QY-01A
67 years, male, alive, 404 days
505.8
TCGA-EJ-A65G-01A
57 years, male, alive, 666 days
503.7
TCGA-KK-A6E2-01A
54 years, male, alive, 5024 days
501.4
TCGA-HI-7168-01A
62 years, male, white, alive, 3323 days
500.4
TCGA-VN-A88Q-01A
60 years, male, alive, 1366 days
500.1
TCGA-G9-6363-01A
64 years, male, white, alive, 1378 days
499.8
TCGA-HC-8256-01A
53 years, male, alive, 860 days
499.6
TCGA-ZG-A9N3-01A
73 years, male, alive, 349 days
497.3
TCGA-G9-6371-01A
58 years, male, white, alive, 1226 days
496.9
TCGA-J4-8198-01A
49 years, male, alive, 614 days
494.3
TCGA-KC-A7FD-01A
62 years, male, alive, 270 days
491.8
TCGA-EJ-A65B-01A
55 years, male, alive, 710 days
491.0
TCGA-KK-A8IA-01A
69 years, male, alive, 1931 days
488.7
TCGA-KK-A7B3-01A
62 years, male, alive, 899 days
488.5
TCGA-YL-A8HJ-01A
58 years, male, alive, 1611 days
486.2
TCGA-XK-AAJR-01A
62 years, male, alive, 1124 days
485.2
TCGA-HC-7233-01A
male, white, alive, 1355 days
484.0
TCGA-HC-8257-01A
70 years, male, alive, 726 days
483.3
TCGA-KC-A7FE-01A
62 years, male, alive, 352 days
483.2
TCGA-V1-A9ZG-01A
65 years, male, alive, 1517 days
482.3
TCGA-V1-A9OF-01A
50 years, male, alive, 1184 days
482.2
TCGA-XQ-A8TB-01A
67 years, male, alive, 770 days
481.9
TCGA-KK-A8IB-01A
65 years, male, alive, 83 days
479.4
TCGA-ZG-A9LN-01A
57 years, male, alive, 115 days
478.6
TCGA-HC-8259-01A
50 years, male, alive, 924 days
474.9
TCGA-VN-A88N-01A
62 years, male, alive, 766 days
473.9
TCGA-EJ-A6RC-01A
64 years, male, alive, 873 days
470.3
TCGA-V1-A8WL-01A
65 years, male, alive, 1948 days
469.9
TCGA-EJ-7218-01B
71 years, male, alive, 2542 days
469.9
TCGA-XA-A8JR-01A
68 years, male, alive, 376 days
468.2
TCGA-HC-7749-01A
70 years, male, white, alive, 724 days
467.6
TCGA-EJ-A6RA-01A
70 years, male, alive, 353 days
466.9
TCGA-QU-A6IP-01A
66 years, male, alive, 2620 days
466.8
TCGA-2A-AAYO-01A
58 years, male, alive, 1272 days
464.3
TCGA-YL-A8SC-01A
66 years, male, alive, 1261 days
464.1
TCGA-EJ-7314-01A
62 years, male, white, alive, 1150 days
463.4
TCGA-YL-A8HO-01A
67 years, male, alive, 2304 days
463.1
TCGA-HC-8262-01A
57 years, male, alive, 679 days
462.2
TCGA-J4-A83K-01A
52 years, male, alive, 328 days
461.9
TCGA-CH-5764-01A
66 years, male, white, alive, 31 days
461.2
TCGA-HC-8216-01A
58 years, male, alive, 682 days
460.1
TCGA-VP-A87D-01A
54 years, male, alive, 1853 days
459.7
TCGA-KK-A8ID-01A
70 years, male, alive, 2107 days
459.7
TCGA-FC-A66V-01A
74 years, male, alive, 524 days
458.6
TCGA-ZG-A9L2-01A
70 years, male, alive, 1154 days
458.3
TCGA-HC-A6AN-01A
67 years, male, alive, 49 days
457.3
TCGA-VN-A943-01A
71 years, male, alive, 496 days
457.2
TCGA-HC-7738-01A
58 years, male, white, alive, 964 days
452.3
TCGA-XJ-A9DQ-01A
male, alive, 91 days
451.0
TCGA-J9-A8CL-01A
66 years, male, alive, 405 days
447.5
TCGA-EJ-A65M-01A
65 years, male, alive, 230 days
446.6
TCGA-KC-A7FA-01A
63 years, male, alive, 598 days
446.6
TCGA-G9-6499-01A
66 years, male, white, alive, 1543 days
444.7
TCGA-KK-A6E6-01A
69 years, male, alive, 3447 days
444.4
TCGA-CH-5751-01A
68 years, male, white, alive, 1065 days
443.3
TCGA-EJ-5495-01A
68 years, male, white, alive, 1760 days
443.3
TCGA-XK-AAJU-01A
65 years, male, alive, 1576 days
443.2
TCGA-2A-A8W3-01A
70 years, male, alive, 863 days
443.1
TCGA-EJ-8469-01A
46 years, male, alive, 2324 days
441.7
TCGA-YL-A8SK-01B
67 years, male, alive, 1408 days
441.6
TCGA-ZG-A9L4-01A
61 years, male, alive, 1108 days
440.9
TCGA-ZG-A9LY-01A
60 years, male, alive, 370 days
440.4
TCGA-HC-7819-01A
53 years, male, white, alive, 543 days
440.0
TCGA-VN-A88O-01A
49 years, male, alive, 481 days
439.8
TCGA-KK-A8IH-01A
50 years, male, alive, 2013 days
438.2
TCGA-ZG-A8QW-01A
72 years, male, alive, 94 days
437.6
TCGA-EJ-7797-01A
53 years, male, white, alive, 983 days
437.3
TCGA-YL-A8SL-01B
74 years, male, alive, 987 days
436.6
TCGA-2A-AAYF-01A
57 years, male, alive, 1364 days
436.5
TCGA-YL-A9WI-01A
63 years, male, alive, 1623 days
436.4
TCGA-G9-7510-01A
66 years, male, alive, 1185 days
434.8
TCGA-HC-7750-01A
50 years, male, white, alive, 522 days
433.8
TCGA-XK-AAIR-01A
75 years, male, alive, 972 days
432.7
TCGA-WW-A8ZI-01A
70 years, male, alive, 449 days
432.6
TCGA-J4-A67S-01A
63 years, male, alive, 833 days
431.8
TCGA-KK-A8I5-01A
55 years, male, alive, 3096 days
431.7
TCGA-HC-7747-01A
52 years, male, white, alive, 748 days
430.8
TCGA-EJ-7788-01A
53 years, male, white, alive, 859 days
430.5
TCGA-CH-5750-01A
72 years, male, white, alive, 396 days
428.4
TCGA-J4-A67L-01A
54 years, male, alive, 770 days
428.3
TCGA-EJ-7793-01A
49 years, male, white, alive, 114 days
427.5
TCGA-J9-A8CK-01A
66 years, male, alive, 321 days
426.0
TCGA-HC-7745-01A
65 years, male, white, alive, 721 days
422.6
TCGA-G9-7523-01A
44 years, male, alive, 857 days
421.5
TCGA-M7-A71Y-01A
55 years, male, alive, 493 days
420.2
TCGA-KK-A7B1-01A
65 years, male, alive, 1063 days
419.3
TCGA-EJ-A8FS-01A
66 years, male, alive, 266 days
419.3
TCGA-CH-5767-01A
66 years, male, white, alive, 458 days
419.1
TCGA-V1-A8MU-01A
57 years, male, alive, 1876 days
419.0
TCGA-J4-A6M7-01A
53 years, male, alive, 512 days
418.7
TCGA-VP-A878-01A
58 years, male, alive, 3130 days
415.7
TCGA-YL-A8HM-01A
66 years, male, alive, 1482 days
415.2
TCGA-Y6-A9XI-01A
72 years, male, alive, 526 days
414.7
TCGA-HI-7169-01A
55 years, male, white, alive, 2684 days
411.8
TCGA-CH-5769-01A
48 years, male, white, alive, 62 days
411.3
TCGA-J9-A52B-01A
62 years, male, alive, 422 days
411.0
TCGA-EJ-A46D-01A
53 years, male, alive, 626 days
410.9
TCGA-G9-6353-01A
58 years, male, white, alive, 1542 days
410.2
TCGA-VN-A88I-01A
59 years, male, alive, 269 days
409.8
TCGA-2A-A8VL-01A
51 years, male, alive, 621 days
409.5
TCGA-EJ-AB27-01A
51 years, male, alive, 145 days
407.7
TCGA-KK-A8I7-01A
55 years, male, alive, 2002 days
406.5
TCGA-EJ-5511-01A
55 years, male, black or african american, alive, 1476 days
405.0
TCGA-KK-A8IG-01A
55 years, male, alive, 2505 days
403.3
TCGA-HC-A631-01A
67 years, male, alive, 54 days
402.2
TCGA-J4-A6G1-01A
68 years, male, alive, 769 days
402.0
TCGA-EJ-5504-01A
65 years, male, white, alive, 1427 days
401.8
TCGA-EJ-A8FN-01A
58 years, male, alive, 329 days
401.7
TCGA-HC-7075-01A
male, white, alive, 601 days
400.6
TCGA-HC-7230-01A
50 years, male, white, alive, 1001 days
400.3
TCGA-CH-5772-01A
63 years, male, white, alive, 486 days
399.6
TCGA-V1-A9Z9-01A
64 years, male, alive, 540 days
398.5
TCGA-EJ-5530-01A
61 years, male, white, alive, 1832 days
397.1
TCGA-J9-A8CP-01A
66 years, male, alive, 386 days
395.6
TCGA-EJ-5494-01A
50 years, male, white, alive, 1477 days
395.1
TCGA-ZG-A9KY-01A
73 years, male, alive, 130 days
394.1
TCGA-HC-A48F-01A
47 years, male, alive, 680 days
393.5
TCGA-FC-A8O0-01A
68 years, male, alive, 616 days
393.3
TCGA-J9-A52C-01A
57 years, male, alive, 178 days
392.9
TCGA-J4-A83L-01A
61 years, male, alive, 720 days
392.8
TCGA-VP-AA1N-01A
70 years, male, alive, 1365 days
392.1
TCGA-XJ-A9DK-01A
male, alive, 275 days
391.9
TCGA-EJ-7784-01A
63 years, male, white, alive, 781 days
391.9
TCGA-YL-A8S8-01A
68 years, male, alive, 1890 days
390.1
TCGA-ZG-A9L6-01A
64 years, male, alive, 687 days
389.7
TCGA-CH-5754-01A
65 years, male, white, alive, 62 days
387.7
TCGA-XJ-A9DI-01A
male, alive, 1461 days
387.6
TCGA-V1-A8MK-01A
42 years, male, alive, 508 days
386.7
TCGA-G9-7509-01A
48 years, male, alive, 1610 days
385.8
TCGA-EJ-A7NH-01A
56 years, male, alive, 474 days
385.2
TCGA-G9-6336-01A
57 years, male, white, alive, 2068 days
385.1
TCGA-HC-8261-01A
48 years, male, alive, 546 days
384.9
TCGA-EJ-7317-01A
71 years, male, white, alive, 771 days
383.4
TCGA-EJ-8472-01A
63 years, male, alive, 756 days
383.2
TCGA-ZG-A8QZ-01A
65 years, male, alive, 308 days
383.0
TCGA-G9-A9S0-01A
53 years, male, dead, 791 days
381.0
TCGA-ZG-A9MC-01A
69 years, male, alive, 455 days
380.8
TCGA-CH-5752-01A
66 years, male, white, alive, 943 days
380.5
TCGA-VN-A88L-01A
54 years, male, alive, 746 days
376.0
TCGA-HC-7818-01A
66 years, male, white, alive, 938 days
374.5
TCGA-J4-A83M-01A
64 years, male, alive, 543 days
374.4
TCGA-HC-8265-01B
66 years, male, alive, 483 days
374.3
TCGA-CH-5748-01A
64 years, male, white, alive, 31 days
374.0
TCGA-CH-5794-01A
65 years, male, white, alive, 882 days
373.9
TCGA-CH-5746-01A
57 years, male, white, alive, 731 days
373.7
TCGA-EJ-7123-01A
59 years, male, white, alive, 2572 days
373.5
TCGA-HC-7077-01A
64 years, male, black or african american, alive, 2115 days
373.3
TCGA-EJ-7783-01A
70 years, male, white, alive, 787 days
371.9
TCGA-CH-5791-01A
72 years, male, white, alive, 1004 days
371.4
TCGA-KK-A6E3-01A
56 years, male, alive, 2056 days
371.0
TCGA-G9-6385-01A
66 years, male, white, alive, 830 days
370.8
TCGA-HC-A8D1-01A
68 years, male, alive, 573 days
370.7
TCGA-VP-A879-01A
70 years, male, dead, 728 days
368.0
TCGA-J4-AATV-01A
71 years, male, alive, 553 days
367.6
TCGA-HC-A9TH-01A
58 years, male, alive, 844 days
366.6
TCGA-EJ-5501-01A
55 years, male, white, alive, 1365 days
366.4
TCGA-EJ-7115-01A
65 years, male, white, alive, 2687 days
365.6
TCGA-HC-7820-01A
72 years, male, white, alive, 747 days
365.6
TCGA-V1-A9O7-01A
61 years, male, alive, 2499 days
364.1
TCGA-CH-5790-01A
64 years, male, white, alive, 974 days
362.9
TCGA-CH-5738-01A
72 years, male, white, alive, 212 days
361.2
TCGA-HC-7231-01A
66 years, male, white, alive, 939 days
359.6
TCGA-V1-A9OL-01A
66 years, male, alive, 1913 days
359.5
TCGA-VN-A88R-01A
53 years, male, alive, 784 days
358.8
TCGA-ZG-A8QX-01A
56 years, male, alive, 442 days
354.5
TCGA-KK-A8IM-01A
55 years, male, alive, 1915 days
349.8
TCGA-EJ-A7NK-01A
58 years, male, alive, 476 days
348.6
TCGA-EJ-7312-01B
58 years, male, alive, 1099 days
348.0
TCGA-VP-A87C-01A
67 years, male, alive, 1690 days
347.8
TCGA-J4-A67T-01A
63 years, male, alive, 183 days
347.8
TCGA-HC-A8CY-01A
63 years, male, alive, 290 days
345.3
TCGA-G9-6369-01A
55 years, male, white, alive, 1215 days
344.6
TCGA-EJ-7794-01A
67 years, male, white, alive, 1306 days
344.4
TCGA-XK-AAJA-01A
62 years, male, alive, 930 days
344.4
TCGA-YJ-A8SW-01A
male, alive, 148 days
342.1
TCGA-EJ-A7NG-01A
64 years, male, alive, 432 days
341.1
TCGA-M7-A720-01A
53 years, male, alive, 384 days
340.9
TCGA-CH-5753-01A
70 years, male, white, alive, 31 days
340.1
TCGA-CH-5739-01A
65 years, male, white, alive, 671 days
339.6
TCGA-KK-A6DY-01A
50 years, male, alive, 4295 days
338.8
TCGA-2A-AAYU-01A
56 years, male, alive, 615 days
336.1
TCGA-EJ-A46G-01A
71 years, male, alive, 668 days
335.6
TCGA-EJ-7315-01A
68 years, male, white, alive, 1008 days
335.0
TCGA-FC-7708-01A
52 years, male, asian, alive, 864 days
334.1
TCGA-EJ-5508-01A
65 years, male, white, alive, 1965 days
333.5
TCGA-HC-8260-01A
43 years, male, alive, 686 days
333.1
TCGA-HC-7212-01A
56 years, male, white, alive, 870 days
331.7
TCGA-CH-5762-01A
60 years, male, white, alive, 1339 days
331.0
TCGA-KC-A4BV-01A
66 years, male, alive, 1328 days
330.1
TCGA-KK-A7B4-01A
64 years, male, alive, 987 days
329.7
TCGA-EJ-5505-01A
57 years, male, white, alive, 922 days
328.1
TCGA-EJ-7327-01A
61 years, male, white, alive, 923 days
328.1
TCGA-EJ-5532-01A
57 years, male, white, alive, 1828 days
327.8
TCGA-J4-A83I-01A
63 years, male, alive, 685 days
327.4
TCGA-2A-A8W1-01A
54 years, male, alive, 112 days
327.3
TCGA-KC-A4BR-01A
76 years, male, alive, 1349 days
327.3
TCGA-EJ-A46B-01A
66 years, male, alive, 657 days
327.0
TCGA-CH-5745-01A
68 years, male, white, alive, 91 days
327.0
TCGA-H9-7775-01A
68 years, male, white, alive, 185 days
325.9
TCGA-YL-A8SA-01A
69 years, male, alive, 512 days
325.4
TCGA-ZG-A9L1-01A
66 years, male, alive, 1302 days
324.5
TCGA-G9-7519-01A
58 years, male, alive, 849 days
323.8
TCGA-EJ-8470-01A
58 years, male, alive, 1159 days
323.4
TCGA-J9-A52D-01A
71 years, male, alive, 212 days
323.3
TCGA-G9-6342-01A
61 years, male, white, alive, 1696 days
322.5
TCGA-EJ-5527-01A
69 years, male, white, alive, 1778 days
322.5
TCGA-V1-A8X3-01A
52 years, male, alive, 202 days
321.1
TCGA-KC-A4BL-01A
65 years, male, alive, 934 days
320.0
TCGA-KK-A6E0-01A
59 years, male, alive, 1483 days
318.6
TCGA-HC-8264-01B
60 years, male, alive, 48 days
316.6
TCGA-EJ-5510-01A
49 years, male, white, alive, 1887 days
315.5
TCGA-EJ-5531-01A
62 years, male, white, alive, 1273 days
315.2
TCGA-EJ-5498-01A
56 years, male, white, alive, 1720 days
315.0
TCGA-KK-A8I6-01A
58 years, male, alive, 668 days
314.5
TCGA-J4-8200-01A
47 years, male, alive, 1218 days
313.6
TCGA-J9-A52E-01A
65 years, male, alive, 323 days
313.1
TCGA-V1-A9ZK-01A
69 years, male, alive, 1383 days
310.0
TCGA-SU-A7E7-01A
60 years, male, alive, 551 days
309.8
TCGA-CH-5737-01A
73 years, male, white, alive, 91 days
309.1
TCGA-CH-5743-01A
66 years, male, white, alive, 425 days
307.6
TCGA-HC-8266-01A
55 years, male, alive, 473 days
306.4
TCGA-VP-A87E-01A
59 years, male, alive, 2037 days
305.9
TCGA-G9-6384-01A
53 years, male, white, alive, 765 days
305.7
TCGA-KK-A59X-01A
55 years, male, alive, 2535 days
304.9
TCGA-HC-7213-01A
53 years, male, white, alive, 1219 days
304.8
TCGA-G9-6351-01A
51 years, male, white, alive, 2048 days
304.6
TCGA-EJ-5518-01A
66 years, male, white, alive, 2118 days
304.6
TCGA-EJ-5521-01A
63 years, male, white, alive, 2279 days
304.5
TCGA-G9-6494-01A
66 years, male, white, alive, 1771 days
303.7
TCGA-ZG-A9ND-01A
55 years, male, alive, 410 days
303.4
TCGA-HC-7080-01A
66 years, male, white, alive, 1106 days
303.2
TCGA-CH-5792-01A
57 years, male, white, alive, 91 days
301.9
TCGA-G9-6364-01A
72 years, male, white, alive, 1198 days
301.1
TCGA-EJ-7786-01A
62 years, male, white, alive, 1096 days
301.0
TCGA-KC-A4BN-01A
55 years, male, alive, 1815 days
300.8
TCGA-YL-A9WY-01A
57 years, male, alive, 1098 days
297.5
TCGA-EJ-5526-01A
56 years, male, white, alive, 1909 days
297.3
TCGA-HC-7736-01A
59 years, male, white, alive, 1103 days
296.6
TCGA-M7-A721-01A
70 years, male, alive, 400 days
294.5
TCGA-EJ-7792-01A
53 years, male, white, alive, 1396 days
293.3
TCGA-EJ-A8FU-01A
64 years, male, alive, 138 days
292.8
TCGA-EJ-7125-01A
45 years, male, white, alive, 2850 days
292.1
TCGA-CH-5765-01A
55 years, male, white, alive, 700 days
291.9
TCGA-YL-A8SR-01B
64 years, male, alive, 273 days
291.7
TCGA-HC-7821-01A
54 years, male, white, alive, 956 days
290.8
TCGA-HC-7209-01A
60 years, male, white, alive, 440 days
289.4
TCGA-EJ-A8FO-01A
51 years, male, alive, 282 days
288.7
TCGA-J4-AATZ-01A
66 years, male, alive, 412 days
287.5
TCGA-V1-A8WW-01A
60 years, male, alive, 1078 days
286.5
TCGA-FC-A5OB-01A
53 years, male, alive, 680 days
286.3
TCGA-CH-5771-01A
63 years, male, white, alive, 396 days
284.6
TCGA-EJ-5517-01A
55 years, male, white, alive, 1889 days
284.1
TCGA-KK-A8I4-01A
64 years, male, alive, 2259 days
283.1
TCGA-V1-A8WN-01A
48 years, male, alive, 924 days
283.1
TCGA-G9-6370-01A
52 years, male, white, alive, 1156 days
282.1
TCGA-G9-6366-01A
61 years, male, white, alive, 1947 days
281.3
TCGA-ZG-A9M4-01A
65 years, male, alive, 547 days
281.2
TCGA-H9-A6BX-01A
60 years, male, alive, 941 days
277.9
TCGA-EJ-5497-01A
48 years, male, white, alive, 405 days
277.5
TCGA-CH-5741-01A
56 years, male, white, alive, 395 days
276.9
TCGA-KK-A8II-01A
61 years, male, dead, 3467 days
276.7
TCGA-KK-A8IC-01A
54 years, male, alive, 2051 days
276.5
TCGA-HC-8258-01A
56 years, male, alive, 847 days
274.8
TCGA-KK-A59Y-01A
56 years, male, alive, 1968 days
274.7
TCGA-YL-A9WH-01A
67 years, male, alive, 427 days
274.5
TCGA-V1-A9O5-01A
65 years, male, alive, 1932 days
273.5
TCGA-EJ-A46E-01A
57 years, male, alive, 524 days
273.5
TCGA-YL-A9WX-01A
68 years, male, alive, 1518 days
272.6
TCGA-KK-A6E7-01A
46 years, male, alive, 2760 days
272.6
TCGA-EJ-A8FP-01A
59 years, male, alive, 299 days
271.7
TCGA-G9-6333-01A
66 years, male, white, alive, 2465 days
266.6
TCGA-EJ-5514-01A
66 years, male, white, alive, 1829 days
266.0
TCGA-VP-A87J-01A
56 years, male, alive, 1774 days
263.7
TCGA-VP-A872-01A
60 years, male, alive, 3631 days
262.8
TCGA-EJ-A46I-01A
57 years, male, alive, 668 days
260.9
TCGA-TK-A8OK-01A
73 years, male, alive, 27 days
260.8
TCGA-G9-7522-01A
49 years, male, alive, 1078 days
260.4
TCGA-EJ-A65E-01A
67 years, male, alive, 417 days
260.0
TCGA-EJ-A7NN-01A
61 years, male, alive, 197 days
259.3
TCGA-XK-AAIV-01A
63 years, male, alive, 1133 days
258.8
TCGA-KK-A8IJ-01A
59 years, male, alive, 1559 days
258.7
TCGA-J4-A83J-01A
68 years, male, alive, 696 days
258.2
TCGA-G9-6367-01A
60 years, male, white, alive, 1222 days
258.0
TCGA-EJ-5524-01A
57 years, male, white, alive, 1882 days
253.5
TCGA-TP-A8TT-01A
64 years, male, alive, 526 days
252.6
TCGA-EJ-7781-01A
65 years, male, white, alive, 1073 days
250.3
TCGA-EJ-5506-01A
67 years, male, white, alive, 1381 days
249.9
TCGA-EJ-5502-01A
50 years, male, alive, 1171 days
246.7
TCGA-HC-A9TE-01A
64 years, male, alive, 587 days
242.4
TCGA-EJ-7331-01A
64 years, male, white, alive, 742 days
241.2
TCGA-HC-7817-01B
52 years, male, alive, 928 days
240.7
TCGA-YL-A9WJ-01A
47 years, male, dead, 1855 days
239.4
TCGA-HC-7079-01A
51 years, male, white, alive, 1184 days
239.1
TCGA-EJ-5503-01A
50 years, male, white, alive, 1391 days
235.8
TCGA-EJ-5519-01A
64 years, male, white, alive, 1962 days
234.8
TCGA-J4-A6G3-01A
57 years, male, alive, 849 days
234.5
TCGA-EJ-A7NJ-01A
59 years, male, alive, 197 days
234.2
TCGA-2A-A8VT-01A
47 years, male, alive, 1373 days
232.2
TCGA-HC-7081-01A
male, white, alive, 1136 days
228.6
TCGA-HC-7232-01A
66 years, male, white, alive, 1161 days
226.9
TCGA-EJ-5542-01A
60 years, male, white, alive, 1513 days
224.4
TCGA-EJ-7791-01A
67 years, male, white, alive, 1118 days
223.4
TCGA-EJ-5522-01A
51 years, male, white, alive, 2079 days
222.5
TCGA-CH-5763-01A
66 years, male, white, alive, 365 days
221.6
TCGA-YL-A8HK-01A
59 years, male, alive, 1491 days
219.0
TCGA-4L-AA1F-01A
64 years, male, alive, 350 days
218.5
TCGA-EJ-5516-01A
49 years, male, white, alive, 1889 days
218.5
TCGA-HC-7737-01A
55 years, male, black or african american, alive, 1090 days
215.7
TCGA-EJ-7782-01A
71 years, male, black or african american, alive, 1167 days
214.6
TCGA-HC-7748-01A
60 years, male, white, alive, 792 days
210.7
TCGA-CH-5766-01A
55 years, male, white, alive, 31 days
209.3
TCGA-M7-A725-01A
56 years, male, alive, 573 days
206.7
TCGA-YL-A8HL-01A
58 years, male, alive, 1565 days
198.0
TCGA-EJ-7330-01A
68 years, male, white, alive, 191 days
197.0
TCGA-HC-7211-01A
62 years, male, white, alive, 1221 days
194.9
TCGA-CH-5761-01A
61 years, male, white, alive, 28 days
192.5
TCGA-EJ-5507-01A
54 years, male, white, alive, 1457 days
186.8
TCGA-EJ-8468-01A
64 years, male, alive, 2347 days
180.7
TCGA-FC-7961-01A
62 years, male, white, alive, 469 days
179.2
TCGA-CH-5789-01A
61 years, male, white, alive, 304 days
175.1
TCGA-EJ-7785-01A
54 years, male, white, alive, 1177 days
174.5
TCGA-HC-7740-01B
59 years, male, white, alive, 717 days
172.3
TCGA-G9-7521-01A
52 years, male, alive, 942 days
169.6
TCGA-HC-7742-01A
58 years, male, white, alive, 938 days
169.1
TCGA-EJ-A46H-01A
60 years, male, alive, 724 days
168.3
TCGA-EJ-5515-01A
60 years, male, white, alive, 1832 days
163.4
TCGA-CH-5744-01A
64 years, male, white, alive, 60 days
162.3
TCGA-KK-A6E1-01A
57 years, male, alive, 2198 days
145.6
TCGA-EJ-A65J-01A
62 years, male, alive, 451 days
135.2
TCGA-HC-7210-01A
74 years, male, white, alive, 868 days
116.1
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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.