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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
3664.6
Number of samples
494
Samples
Sample
Description
FPKM
TCGA-HC-7752-01A
61 years, male, white, alive, 782 days
26644.4
TCGA-HI-7169-01A
55 years, male, white, alive, 2684 days
22937.6
TCGA-X4-A8KS-01A
61 years, male, alive, 979 days
21434.6
TCGA-KK-A59Z-01A
66 years, male, alive, 2628 days
15503.3
TCGA-ZG-A9LM-01A
72 years, male, alive, 378 days
14294.1
TCGA-XJ-A9DX-01A
male, alive, 973 days
13839.1
TCGA-V1-A8MF-01A
66 years, male, alive, 1449 days
13488.0
TCGA-G9-6369-01A
55 years, male, white, alive, 1215 days
13190.9
TCGA-G9-6496-01A
61 years, male, white, alive, 1726 days
13128.4
TCGA-HC-A9TE-01A
64 years, male, alive, 587 days
12644.1
TCGA-V1-A9OT-01A
62 years, male, alive, 476 days
12308.4
TCGA-X4-A8KQ-01A
65 years, male, alive, 1383 days
12279.6
TCGA-G9-6498-01A
53 years, male, alive, 1952 days
12133.3
TCGA-HC-7078-01A
69 years, male, white, alive, 1985 days
11622.6
TCGA-G9-6343-01A
62 years, male, white, alive, 2450 days
11026.7
TCGA-YL-A8S9-01A
63 years, male, alive, 1842 days
10994.1
TCGA-ZG-A9M4-01A
65 years, male, alive, 547 days
10084.6
TCGA-G9-6338-01A
61 years, male, white, alive, 2028 days
9978.1
TCGA-J9-A52E-01A
65 years, male, alive, 323 days
9898.0
TCGA-HI-7170-01A
58 years, male, white, alive, 2522 days
9724.2
TCGA-HC-7745-01A
65 years, male, white, alive, 721 days
9213.7
TCGA-V1-A8WS-01A
57 years, male, alive, 474 days
9172.6
TCGA-HI-7168-01A
62 years, male, white, alive, 3323 days
8987.4
TCGA-G9-6329-01A
67 years, male, white, alive, 1266 days
8911.6
TCGA-KK-A5A1-01A
72 years, male, dead, 2469 days
8599.8
TCGA-XQ-A8TA-01A
59 years, male, dead, 146 days
8554.0
TCGA-XK-AAJT-01A
75 years, male, alive, 1434 days
8394.9
TCGA-WW-A8ZI-01A
70 years, male, alive, 449 days
8223.6
TCGA-HC-A631-01A
67 years, male, alive, 54 days
8070.3
TCGA-CH-5751-01A
68 years, male, white, alive, 1065 days
8055.3
TCGA-G9-6362-01A
57 years, male, white, alive, 1443 days
8010.0
TCGA-V1-A9ZI-01A
69 years, male, alive, 1640 days
7950.0
TCGA-J9-A8CL-01A
66 years, male, alive, 405 days
7933.4
TCGA-J9-A8CN-01A
53 years, male, alive, 1237 days
7566.2
TCGA-KK-A7AQ-01A
62 years, male, alive, 1610 days
7539.0
TCGA-M7-A723-01A
54 years, male, alive, 763 days
7510.8
TCGA-G9-6373-01A
68 years, male, white, alive, 811 days
7429.4
TCGA-G9-6378-01A
54 years, male, black or african american, alive, 1155 days
7259.6
TCGA-G9-7519-01A
58 years, male, alive, 849 days
7192.5
TCGA-2A-A8VX-01A
70 years, male, alive, 1378 days
7087.1
TCGA-ZG-A9LB-01A
72 years, male, alive, 583 days
7021.0
TCGA-FC-A8O0-01A
68 years, male, alive, 616 days
6997.7
TCGA-HC-A8D1-01A
68 years, male, alive, 573 days
6978.8
TCGA-MG-AAMC-01A
59 years, male, alive, 173 days
6858.5
TCGA-VN-A88M-01A
55 years, male, alive, 189 days
6758.0
TCGA-VP-A87B-01A
63 years, male, alive, 2722 days
6728.4
TCGA-KK-A8IB-01A
65 years, male, alive, 83 days
6716.5
TCGA-VN-A88L-01A
54 years, male, alive, 746 days
6713.6
TCGA-VN-A88P-01A
60 years, male, alive, 1260 days
6665.8
TCGA-XA-A8JR-01A
68 years, male, alive, 376 days
6584.3
TCGA-XK-AAIR-01A
75 years, male, alive, 972 days
6543.2
TCGA-EJ-7317-01A
71 years, male, white, alive, 771 days
6509.2
TCGA-XK-AAJA-01A
62 years, male, alive, 930 days
6438.0
TCGA-KK-A6E8-01A
68 years, male, alive, 1770 days
6384.4
TCGA-EJ-7789-01A
66 years, male, black or african american, alive, 1105 days
6375.2
TCGA-HC-A8D0-01A
61 years, male, alive, 775 days
6130.3
TCGA-2A-AAYO-01A
58 years, male, alive, 1272 days
6077.3
TCGA-KC-A7FA-01A
63 years, male, alive, 598 days
6032.4
TCGA-ZG-A9LU-01A
67 years, male, alive, 579 days
5990.2
TCGA-4L-AA1F-01A
64 years, male, alive, 350 days
5982.8
TCGA-V1-A9OA-01A
62 years, male, alive, 636 days
5926.6
TCGA-G9-A9S4-01A
62 years, male, alive, 906 days
5921.7
TCGA-EJ-A46G-01A
71 years, male, alive, 668 days
5890.6
TCGA-YL-A9WK-01A
63 years, male, alive, 2136 days
5833.5
TCGA-YL-A8SB-01A
62 years, male, alive, 1719 days
5830.5
TCGA-ZG-A9L9-01A
60 years, male, alive, 617 days
5659.4
TCGA-XJ-A9DQ-01A
male, alive, 91 days
5604.6
TCGA-KK-A8IK-01A
56 years, male, alive, 2052 days
5557.9
TCGA-HC-7750-01A
50 years, male, white, alive, 522 days
5553.6
TCGA-YL-A8S8-01A
68 years, male, alive, 1890 days
5500.6
TCGA-HC-A632-01A
68 years, male, alive, 61 days
5494.3
TCGA-HC-8262-01A
57 years, male, alive, 679 days
5455.6
TCGA-ZG-A9L6-01A
64 years, male, alive, 687 days
5448.7
TCGA-ZG-A9N3-01A
73 years, male, alive, 349 days
5427.9
TCGA-XK-AAK1-01A
62 years, male, alive, 979 days
5406.2
TCGA-KK-A8IG-01A
55 years, male, alive, 2505 days
5368.5
TCGA-G9-7510-01A
66 years, male, alive, 1185 days
5353.4
TCGA-V1-A9OX-01A
57 years, male, alive, 1134 days
5295.6
TCGA-G9-6354-01A
55 years, male, alive, 2066 days
5218.0
TCGA-V1-A9OQ-01A
68 years, male, alive, 371 days
5169.4
TCGA-ZG-A9NI-01A
73 years, male, alive, 132 days
5140.2
TCGA-G9-7523-01A
44 years, male, alive, 857 days
5123.2
TCGA-G9-6339-01A
58 years, male, alive, 2551 days
5120.6
TCGA-J4-AAU2-01A
59 years, male, alive, 825 days
5118.8
TCGA-V1-A8MM-01A
61 years, male, alive, 1195 days
5118.8
TCGA-HC-8261-01A
48 years, male, alive, 546 days
5111.2
TCGA-HC-8257-01A
70 years, male, alive, 726 days
5035.5
TCGA-HC-A48F-01A
47 years, male, alive, 680 days
5001.8
TCGA-V1-A8MG-01A
54 years, male, alive, 857 days
4997.6
TCGA-HC-A4ZV-01A
56 years, male, alive, 23 days
4983.4
TCGA-EJ-A7NK-01A
58 years, male, alive, 476 days
4944.2
TCGA-EJ-A65G-01A
57 years, male, alive, 666 days
4937.2
TCGA-2A-A8VO-01A
57 years, male, alive, 1701 days
4934.3
TCGA-TK-A8OK-01A
73 years, male, alive, 27 days
4873.5
TCGA-FC-A4JI-01A
71 years, male, alive, 877 days
4869.8
TCGA-ZG-A9KY-01A
73 years, male, alive, 130 days
4849.8
TCGA-ZG-A9LN-01A
57 years, male, alive, 115 days
4819.3
TCGA-EJ-A7NH-01A
56 years, male, alive, 474 days
4809.0
TCGA-M7-A71Z-01A
62 years, male, alive, 643 days
4806.0
TCGA-G9-A9S0-01A
53 years, male, dead, 791 days
4804.1
TCGA-VN-A88O-01A
49 years, male, alive, 481 days
4776.0
TCGA-G9-6385-01A
66 years, male, white, alive, 830 days
4730.0
TCGA-M7-A724-01A
64 years, male, alive, 889 days
4704.2
TCGA-CH-5767-01A
66 years, male, white, alive, 458 days
4683.4
TCGA-YL-A8SQ-01B
61 years, male, alive, 2083 days
4674.4
TCGA-CH-5761-01A
61 years, male, white, alive, 28 days
4574.2
TCGA-EJ-7115-01A
65 years, male, white, alive, 2687 days
4565.3
TCGA-G9-6333-01A
66 years, male, white, alive, 2465 days
4545.8
TCGA-EJ-A46I-01A
57 years, male, alive, 668 days
4517.8
TCGA-EJ-A7NN-01A
61 years, male, alive, 197 days
4485.4
TCGA-HC-A76W-01A
73 years, male, alive, 213 days
4450.9
TCGA-G9-6336-01A
57 years, male, white, alive, 2068 days
4389.7
TCGA-EJ-8472-01A
63 years, male, alive, 756 days
4386.4
TCGA-HC-7080-01A
66 years, male, white, alive, 1106 days
4380.9
TCGA-HC-7737-01A
55 years, male, black or african american, alive, 1090 days
4376.7
TCGA-YL-A8SH-01B
69 years, male, dead, 875 days
4358.3
TCGA-V1-A9OH-01A
64 years, male, alive, 2403 days
4348.4
TCGA-KK-A8I4-01A
64 years, male, alive, 2259 days
4340.1
TCGA-ZG-A9L0-01A
71 years, male, alive, 355 days
4331.5
TCGA-KK-A7AP-01A
55 years, male, alive, 196 days
4328.8
TCGA-ZG-A8QX-01A
56 years, male, alive, 442 days
4327.3
TCGA-XK-AAJP-01A
66 years, male, alive, 1259 days
4316.6
TCGA-G9-6356-01A
60 years, male, white, alive, 1434 days
4296.3
TCGA-V1-A9Z8-01A
60 years, male, alive, 827 days
4285.5
TCGA-YJ-A8SW-01A
male, alive, 148 days
4248.9
TCGA-YL-A8HJ-01A
58 years, male, alive, 1611 days
4235.2
TCGA-KK-A8IA-01A
69 years, male, alive, 1931 days
4207.1
TCGA-KK-A6E5-01A
63 years, male, alive, 2073 days
4203.3
TCGA-XJ-A83F-01A
male, alive, 1127 days
4197.8
TCGA-EJ-7328-01A
70 years, male, white, alive, 842 days
4194.6
TCGA-KK-A59V-01A
64 years, male, alive, 3440 days
4183.4
TCGA-KC-A4BR-01A
76 years, male, alive, 1349 days
4165.7
TCGA-G9-6361-01A
61 years, male, white, alive, 1415 days
4162.3
TCGA-KK-A7B3-01A
62 years, male, alive, 899 days
4157.5
TCGA-XJ-A83G-01A
male, alive, 1461 days
4149.1
TCGA-EJ-A8FP-01A
59 years, male, alive, 299 days
4141.0
TCGA-J9-A52C-01A
57 years, male, alive, 178 days
4110.9
TCGA-V1-A9O7-01A
61 years, male, alive, 2499 days
4041.8
TCGA-EJ-5517-01A
55 years, male, white, alive, 1889 days
4020.1
TCGA-HC-7742-01A
58 years, male, white, alive, 938 days
4014.1
TCGA-HC-8264-01B
60 years, male, alive, 48 days
3997.1
TCGA-V1-A8WV-01A
53 years, male, alive, 686 days
3996.2
TCGA-YL-A8SJ-01B
60 years, male, alive, 1395 days
3978.2
TCGA-EJ-A7NF-01A
56 years, male, alive, 250 days
3967.5
TCGA-YL-A8HO-01A
67 years, male, alive, 2304 days
3943.3
TCGA-J9-A8CM-01A
66 years, male, alive, 463 days
3934.1
TCGA-2A-A8W3-01A
70 years, male, alive, 863 days
3925.8
TCGA-KK-A7B1-01A
65 years, male, alive, 1063 days
3914.6
TCGA-VN-A88N-01A
62 years, male, alive, 766 days
3914.5
TCGA-HC-8266-01A
55 years, male, alive, 473 days
3888.0
TCGA-HC-7821-01A
54 years, male, white, alive, 956 days
3885.9
TCGA-G9-6494-01A
66 years, male, white, alive, 1771 days
3861.7
TCGA-EJ-A46B-01A
66 years, male, alive, 657 days
3829.6
TCGA-J9-A8CK-01A
66 years, male, alive, 321 days
3801.2
TCGA-CH-5771-01A
63 years, male, white, alive, 396 days
3785.8
TCGA-G9-6499-01A
66 years, male, white, alive, 1543 days
3780.8
TCGA-TP-A8TV-01A
62 years, male, alive, 610 days
3777.1
TCGA-EJ-A8FN-01A
58 years, male, alive, 329 days
3738.3
TCGA-V1-A8ML-01A
64 years, male, alive, 448 days
3710.2
TCGA-VN-A88I-01A
59 years, male, alive, 269 days
3704.6
TCGA-YL-A8HM-01A
66 years, male, alive, 1482 days
3684.9
TCGA-G9-6353-01A
58 years, male, white, alive, 1542 days
3683.3
TCGA-EJ-A46E-01A
57 years, male, alive, 524 days
3672.1
TCGA-HC-7075-01A
male, white, alive, 601 days
3661.9
TCGA-2A-A8VL-01A
51 years, male, alive, 621 days
3660.4
TCGA-G9-6366-01A
61 years, male, white, alive, 1947 days
3658.7
TCGA-HC-8216-01A
58 years, male, alive, 682 days
3647.3
TCGA-2A-A8W1-01A
54 years, male, alive, 112 days
3630.7
TCGA-YL-A8SK-01B
67 years, male, alive, 1408 days
3623.8
TCGA-M7-A721-01A
70 years, male, alive, 400 days
3622.8
TCGA-KK-A8I9-01A
61 years, male, alive, 1001 days
3612.6
TCGA-YL-A8SO-01B
64 years, male, alive, 3479 days
3594.2
TCGA-KK-A7AV-01A
58 years, male, alive, 822 days
3567.8
TCGA-M7-A71Y-01A
55 years, male, alive, 493 days
3567.7
TCGA-J9-A52B-01A
62 years, male, alive, 422 days
3549.0
TCGA-G9-7525-01A
64 years, male, alive, 994 days
3537.9
TCGA-CH-5754-01A
65 years, male, white, alive, 62 days
3520.7
TCGA-HC-7738-01A
58 years, male, white, alive, 964 days
3498.3
TCGA-HC-8260-01A
43 years, male, alive, 686 days
3494.9
TCGA-EJ-A8FU-01A
64 years, male, alive, 138 days
3490.8
TCGA-EJ-7314-01A
62 years, male, white, alive, 1150 days
3474.1
TCGA-HC-7740-01B
59 years, male, white, alive, 717 days
3473.9
TCGA-CH-5750-01A
72 years, male, white, alive, 396 days
3466.7
TCGA-EJ-7123-01A
59 years, male, white, alive, 2572 days
3449.4
TCGA-ZG-A9MC-01A
69 years, male, alive, 455 days
3443.3
TCGA-CH-5743-01A
66 years, male, white, alive, 425 days
3440.7
TCGA-ZG-A9LS-01A
64 years, male, alive, 516 days
3425.9
TCGA-EJ-7312-01B
58 years, male, alive, 1099 days
3415.9
TCGA-H9-A6BX-01A
60 years, male, alive, 941 days
3377.7
TCGA-EJ-A65M-01A
65 years, male, alive, 230 days
3374.9
TCGA-YL-A9WY-01A
57 years, male, alive, 1098 days
3372.8
TCGA-ZG-A9L5-01A
58 years, male, alive, 908 days
3360.4
TCGA-EJ-7793-01A
49 years, male, white, alive, 114 days
3359.6
TCGA-HC-8265-01B
66 years, male, alive, 483 days
3354.6
TCGA-G9-6377-01A
61 years, male, white, alive, 958 days
3352.5
TCGA-G9-6365-01A
71 years, male, white, alive, 1363 days
3344.2
TCGA-G9-6364-01A
72 years, male, white, alive, 1198 days
3334.9
TCGA-VP-A878-01A
58 years, male, alive, 3130 days
3330.7
TCGA-CH-5772-01A
63 years, male, white, alive, 486 days
3327.3
TCGA-EJ-A46H-01A
60 years, male, alive, 724 days
3318.2
TCGA-KC-A4BL-01A
65 years, male, alive, 934 days
3310.6
TCGA-CH-5746-01A
57 years, male, white, alive, 731 days
3290.2
TCGA-EJ-7788-01A
53 years, male, white, alive, 859 days
3272.1
TCGA-CH-5788-01A
69 years, male, white, alive, 821 days
3268.3
TCGA-EJ-A6RC-01A
64 years, male, alive, 873 days
3258.7
TCGA-KK-A8I7-01A
55 years, male, alive, 2002 days
3228.7
TCGA-KC-A7F3-01A
67 years, male, alive, 665 days
3219.9
TCGA-KC-A4BV-01A
66 years, male, alive, 1328 days
3204.3
TCGA-J4-AATV-01A
71 years, male, alive, 553 days
3202.0
TCGA-EJ-A7NG-01A
64 years, male, alive, 432 days
3185.6
TCGA-M7-A720-01A
53 years, male, alive, 384 days
3178.1
TCGA-EJ-A8FS-01A
66 years, male, alive, 266 days
3172.6
TCGA-KC-A7F6-01A
64 years, male, alive, 263 days
3163.1
TCGA-CH-5753-01A
70 years, male, white, alive, 31 days
3159.3
TCGA-G9-6370-01A
52 years, male, white, alive, 1156 days
3139.1
TCGA-KK-A8IL-01A
65 years, male, dead, 628 days
3130.8
TCGA-G9-6342-01A
61 years, male, white, alive, 1696 days
3129.7
TCGA-G9-7521-01A
52 years, male, alive, 942 days
3109.7
TCGA-YL-A8SP-01B
58 years, male, alive, 2366 days
3098.6
TCGA-ZG-A9LY-01A
60 years, male, alive, 370 days
3092.5
TCGA-ZG-A9L1-01A
66 years, male, alive, 1302 days
3091.1
TCGA-V1-A9Z7-01A
55 years, male, alive, 874 days
3090.9
TCGA-J4-AATZ-01A
66 years, male, alive, 412 days
3073.7
TCGA-HC-8258-01A
56 years, male, alive, 847 days
3061.5
TCGA-CH-5744-01A
64 years, male, white, alive, 60 days
3052.5
TCGA-VP-A87H-01A
76 years, male, alive, 663 days
3043.2
TCGA-KK-A8IF-01A
57 years, male, alive, 804 days
3042.3
TCGA-2A-AAYF-01A
57 years, male, alive, 1364 days
3035.0
TCGA-HC-7749-01A
70 years, male, white, alive, 724 days
3033.1
TCGA-XK-AAJ3-01A
56 years, male, alive, 1262 days
3024.4
TCGA-KK-A7AZ-01A
56 years, male, alive, 1519 days
3023.6
TCGA-XK-AAJR-01A
62 years, male, alive, 1124 days
3017.7
TCGA-VN-A88R-01A
53 years, male, alive, 784 days
3002.7
TCGA-XJ-A9DK-01A
male, alive, 275 days
2974.5
TCGA-EJ-AB20-01A
61 years, male, alive, 131 days
2974.1
TCGA-J4-A83M-01A
64 years, male, alive, 543 days
2963.8
TCGA-G9-6332-01A
55 years, male, white, alive, 2657 days
2957.5
TCGA-EJ-A6RA-01A
70 years, male, alive, 353 days
2948.3
TCGA-KK-A7AY-01A
60 years, male, alive, 1754 days
2938.7
TCGA-J4-A67T-01A
63 years, male, alive, 183 days
2937.3
TCGA-HC-7231-01A
66 years, male, white, alive, 939 days
2937.1
TCGA-EJ-5515-01A
60 years, male, white, alive, 1832 days
2930.3
TCGA-G9-6367-01A
60 years, male, white, alive, 1222 days
2915.8
TCGA-V1-A9ZR-01A
69 years, male, alive, 1361 days
2904.8
TCGA-G9-6384-01A
53 years, male, white, alive, 765 days
2897.3
TCGA-XQ-A8TB-01A
67 years, male, alive, 770 days
2885.3
TCGA-J9-A8CP-01A
66 years, male, alive, 386 days
2883.8
TCGA-J4-A83L-01A
61 years, male, alive, 720 days
2875.8
TCGA-EJ-A65J-01A
62 years, male, alive, 451 days
2872.2
TCGA-CH-5792-01A
57 years, male, white, alive, 91 days
2856.6
TCGA-HC-7818-01A
66 years, male, white, alive, 938 days
2853.9
TCGA-ZG-A8QY-01A
67 years, male, alive, 404 days
2853.0
TCGA-J4-A6G3-01A
57 years, male, alive, 849 days
2853.0
TCGA-VP-A875-01A
67 years, male, alive, 2309 days
2843.6
TCGA-EJ-5512-01A
46 years, male, white, alive, 1733 days
2843.4
TCGA-QU-A6IP-01A
66 years, male, alive, 2620 days
2834.9
TCGA-Y6-A8TL-01A
65 years, male, alive, 992 days
2833.4
TCGA-CH-5790-01A
64 years, male, white, alive, 974 days
2780.7
TCGA-VN-A943-01A
71 years, male, alive, 496 days
2779.5
TCGA-CH-5769-01A
48 years, male, white, alive, 62 days
2778.4
TCGA-YL-A8SR-01B
64 years, male, alive, 273 days
2776.8
TCGA-KK-A8IC-01A
54 years, male, alive, 2051 days
2768.3
TCGA-HC-A8CY-01A
63 years, male, alive, 290 days
2764.1
TCGA-HC-8213-01A
48 years, male, alive, 589 days
2762.3
TCGA-ZG-A9ND-01A
55 years, male, alive, 410 days
2754.2
TCGA-KK-A6E0-01A
59 years, male, alive, 1483 days
2753.7
TCGA-KK-A7B2-01A
68 years, male, alive, 1099 days
2751.5
TCGA-EJ-7797-01A
53 years, male, white, alive, 983 days
2744.1
TCGA-YL-A8HK-01A
59 years, male, alive, 1491 days
2739.4
TCGA-EJ-5494-01A
50 years, male, white, alive, 1477 days
2736.3
TCGA-CH-5768-01A
72 years, male, white, alive, 731 days
2732.9
TCGA-ZG-A8QW-01A
72 years, male, alive, 94 days
2732.2
TCGA-M7-A725-01A
56 years, male, alive, 573 days
2731.4
TCGA-YL-A8HL-01A
58 years, male, alive, 1565 days
2712.4
TCGA-KK-A7B0-01A
67 years, male, alive, 1329 days
2706.3
TCGA-CH-5764-01A
66 years, male, white, alive, 31 days
2696.1
TCGA-V1-A8MU-01A
57 years, male, alive, 1876 days
2693.3
TCGA-EJ-A8FO-01A
51 years, male, alive, 282 days
2674.5
TCGA-EJ-A65F-01A
59 years, male, alive, 560 days
2669.7
TCGA-XJ-A9DI-01A
male, alive, 1461 days
2661.3
TCGA-CH-5765-01A
55 years, male, white, alive, 700 days
2655.8
TCGA-YL-A9WI-01A
63 years, male, alive, 1623 days
2655.7
TCGA-XK-AAJU-01A
65 years, male, alive, 1576 days
2653.6
TCGA-YL-A9WH-01A
67 years, male, alive, 427 days
2644.7
TCGA-KK-A8IH-01A
50 years, male, alive, 2013 days
2643.0
TCGA-KK-A8I5-01A
55 years, male, alive, 3096 days
2631.0
TCGA-YL-A9WX-01A
68 years, male, alive, 1518 days
2606.9
TCGA-KK-A7AU-01A
63 years, male, alive, 1775 days
2603.0
TCGA-G9-7522-01A
49 years, male, alive, 1078 days
2600.2
TCGA-HC-8256-01A
53 years, male, alive, 860 days
2600.1
TCGA-V1-A9OF-01A
50 years, male, alive, 1184 days
2599.4
TCGA-HC-7819-01A
53 years, male, white, alive, 543 days
2597.6
TCGA-J4-A83N-01A
57 years, male, alive, 992 days
2595.1
TCGA-EJ-8474-01A
70 years, male, alive, 766 days
2591.6
TCGA-J9-A52D-01A
71 years, male, alive, 212 days
2571.2
TCGA-ZG-A9LZ-01A
66 years, male, alive, 692 days
2567.4
TCGA-V1-A9OY-01A
58 years, male, alive, 1067 days
2565.8
TCGA-V1-A8WW-01A
60 years, male, alive, 1078 days
2564.0
TCGA-V1-A9OL-01A
66 years, male, alive, 1913 days
2550.0
TCGA-YL-A9WJ-01A
47 years, male, dead, 1855 days
2547.1
TCGA-G9-6351-01A
51 years, male, white, alive, 2048 days
2542.2
TCGA-EJ-5508-01A
65 years, male, white, alive, 1965 days
2540.0
TCGA-KK-A59Y-01A
56 years, male, alive, 1968 days
2539.5
TCGA-V1-A9Z9-01A
64 years, male, alive, 540 days
2539.3
TCGA-HI-7171-01A
56 years, male, white, dead, 1329 days
2537.2
TCGA-KK-A6E1-01A
57 years, male, alive, 2198 days
2536.6
TCGA-SU-A7E7-01A
60 years, male, alive, 551 days
2516.4
TCGA-ZG-A8QZ-01A
65 years, male, alive, 308 days
2513.1
TCGA-G9-A9S7-01A
55 years, male, alive, 728 days
2500.1
TCGA-XK-AAIV-01A
63 years, male, alive, 1133 days
2488.9
TCGA-KK-A6E6-01A
69 years, male, alive, 3447 days
2483.8
TCGA-V1-A8WL-01A
65 years, male, alive, 1948 days
2479.5
TCGA-HC-7747-01A
52 years, male, white, alive, 748 days
2476.8
TCGA-KC-A7FE-01A
62 years, male, alive, 352 days
2476.8
TCGA-EJ-8470-01A
58 years, male, alive, 1159 days
2475.6
TCGA-V1-A9O9-01A
57 years, male, alive, 2870 days
2473.3
TCGA-KK-A8ID-01A
70 years, male, alive, 2107 days
2468.3
TCGA-EJ-5496-01A
59 years, male, white, alive, 595 days
2466.9
TCGA-KC-A4BN-01A
55 years, male, alive, 1815 days
2465.9
TCGA-VP-A879-01A
70 years, male, dead, 728 days
2451.5
TCGA-EJ-7218-01B
71 years, male, alive, 2542 days
2444.7
TCGA-YL-A8SI-01A
69 years, male, alive, 1614 days
2443.8
TCGA-KC-A7F5-01A
54 years, male, alive, 91 days
2436.4
TCGA-CH-5740-01A
57 years, male, white, alive, 31 days
2431.6
TCGA-KK-A7B4-01A
64 years, male, alive, 987 days
2424.0
TCGA-CH-5794-01A
65 years, male, white, alive, 882 days
2411.7
TCGA-V1-A9ZK-01A
69 years, male, alive, 1383 days
2397.6
TCGA-EJ-7784-01A
63 years, male, white, alive, 781 days
2391.7
TCGA-VN-A88Q-01A
60 years, male, alive, 1366 days
2388.3
TCGA-EJ-5526-01A
56 years, male, white, alive, 1909 days
2377.6
TCGA-KK-A8IM-01A
55 years, male, alive, 1915 days
2377.1
TCGA-2A-A8VV-01A
52 years, male, alive, 671 days
2370.7
TCGA-Y6-A9XI-01A
72 years, male, alive, 526 days
2369.2
TCGA-EJ-5499-01A
61 years, male, asian, alive, 1415 days
2365.8
TCGA-EJ-5511-01A
55 years, male, black or african american, alive, 1476 days
2364.0
TCGA-G9-6371-01A
58 years, male, white, alive, 1226 days
2357.0
TCGA-YL-A9WL-01A
59 years, male, alive, 740 days
2350.7
TCGA-G9-7509-01A
48 years, male, alive, 1610 days
2342.9
TCGA-KK-A6DY-01A
50 years, male, alive, 4295 days
2342.3
TCGA-CH-5741-01A
56 years, male, white, alive, 395 days
2333.8
TCGA-G9-6348-01A
68 years, male, white, alive, 1515 days
2325.2
TCGA-EJ-7783-01A
70 years, male, white, alive, 787 days
2324.1
TCGA-EJ-5504-01A
65 years, male, white, alive, 1427 days
2315.3
TCGA-HC-7209-01A
60 years, male, white, alive, 440 days
2311.8
TCGA-EJ-7330-01A
68 years, male, white, alive, 191 days
2310.4
TCGA-HC-7820-01A
72 years, male, white, alive, 747 days
2310.0
TCGA-KK-A8IJ-01A
59 years, male, alive, 1559 days
2305.5
TCGA-J4-A83I-01A
63 years, male, alive, 685 days
2297.5
TCGA-HC-A9TH-01A
58 years, male, alive, 844 days
2287.9
TCGA-KK-A8I6-01A
58 years, male, alive, 668 days
2274.1
TCGA-CH-5791-01A
72 years, male, white, alive, 1004 days
2273.5
TCGA-HC-7081-01A
male, white, alive, 1136 days
2272.1
TCGA-EJ-7781-01A
65 years, male, white, alive, 1073 days
2254.1
TCGA-EJ-A7NJ-01A
59 years, male, alive, 197 days
2245.1
TCGA-VP-A87E-01A
59 years, male, alive, 2037 days
2227.3
TCGA-J4-A83K-01A
52 years, male, alive, 328 days
2217.2
TCGA-V1-A8X3-01A
52 years, male, alive, 202 days
2216.5
TCGA-HC-7079-01A
51 years, male, white, alive, 1184 days
2213.1
TCGA-J4-8200-01A
47 years, male, alive, 1218 days
2208.3
TCGA-EJ-5501-01A
55 years, male, white, alive, 1365 days
2205.9
TCGA-HC-A76X-01A
62 years, male, alive, 150 days
2199.5
TCGA-CH-5762-01A
60 years, male, white, alive, 1339 days
2189.2
TCGA-CH-5748-01A
64 years, male, white, alive, 31 days
2188.8
TCGA-EJ-A46D-01A
53 years, male, alive, 626 days
2188.7
TCGA-EJ-7794-01A
67 years, male, white, alive, 1306 days
2182.2
TCGA-EJ-7325-01B
63 years, male, alive, 1070 days
2171.9
TCGA-V1-A8MK-01A
42 years, male, alive, 508 days
2168.5
TCGA-VP-AA1N-01A
70 years, male, alive, 1365 days
2162.5
TCGA-EJ-7782-01A
71 years, male, black or african american, alive, 1167 days
2159.2
TCGA-VP-A872-01A
60 years, male, alive, 3631 days
2158.1
TCGA-EJ-5506-01A
67 years, male, white, alive, 1381 days
2156.2
TCGA-CH-5789-01A
61 years, male, white, alive, 304 days
2154.8
TCGA-EJ-AB27-01A
51 years, male, alive, 145 days
2149.9
TCGA-HC-8259-01A
50 years, male, alive, 924 days
2145.7
TCGA-J4-A6G1-01A
68 years, male, alive, 769 days
2140.7
TCGA-KK-A8I8-01A
69 years, male, alive, 967 days
2117.9
TCGA-HC-7817-01B
52 years, male, alive, 928 days
2117.7
TCGA-EJ-5509-01A
64 years, male, white, alive, 1464 days
2089.0
TCGA-2A-A8VT-01A
47 years, male, alive, 1373 days
2088.0
TCGA-CH-5763-01A
66 years, male, white, alive, 365 days
2060.2
TCGA-KK-A6E2-01A
54 years, male, alive, 5024 days
2058.4
TCGA-EJ-A7NM-01A
64 years, male, alive, 128 days
2053.9
TCGA-EJ-7786-01A
62 years, male, white, alive, 1096 days
2050.4
TCGA-KK-A8II-01A
61 years, male, dead, 3467 days
2047.3
TCGA-EJ-A65E-01A
67 years, male, alive, 417 days
2039.1
TCGA-HC-7230-01A
50 years, male, white, alive, 1001 days
2038.6
TCGA-J4-A83J-01A
68 years, male, alive, 696 days
2037.7
TCGA-EJ-5516-01A
49 years, male, white, alive, 1889 days
2037.1
TCGA-EJ-5521-01A
63 years, male, white, alive, 2279 days
2034.8
TCGA-EJ-7321-01A
57 years, male, black or african american, alive, 824 days
2017.7
TCGA-HC-A6HY-01A
51 years, male, alive, 134 days
2015.9
TCGA-YL-A8SA-01A
69 years, male, alive, 512 days
2008.0
TCGA-ZG-A9L2-01A
70 years, male, alive, 1154 days
1996.6
TCGA-QU-A6IM-01A
59 years, male, alive, 1247 days
1991.3
TCGA-EJ-7315-01A
68 years, male, white, alive, 1008 days
1984.4
TCGA-EJ-5531-01A
62 years, male, white, alive, 1273 days
1984.2
TCGA-EJ-7792-01A
53 years, male, white, alive, 1396 days
1953.5
TCGA-EJ-5510-01A
49 years, male, white, alive, 1887 days
1945.3
TCGA-QU-A6IO-01A
53 years, male, alive, 3716 days
1936.9
TCGA-CH-5737-01A
73 years, male, white, alive, 91 days
1894.7
TCGA-V1-A9ZG-01A
65 years, male, alive, 1517 days
1894.3
TCGA-EJ-7327-01A
61 years, male, white, alive, 923 days
1878.8
TCGA-HC-7232-01A
66 years, male, white, alive, 1161 days
1865.9
TCGA-EJ-5498-01A
56 years, male, white, alive, 1720 days
1852.9
TCGA-HC-7211-01A
62 years, male, white, alive, 1221 days
1848.0
TCGA-EJ-5518-01A
66 years, male, white, alive, 2118 days
1819.5
TCGA-J4-A67K-01A
68 years, male, alive, 1004 days
1811.7
TCGA-CH-5739-01A
65 years, male, white, alive, 671 days
1805.1
TCGA-VP-A87K-01A
63 years, male, alive, 1306 days
1801.7
TCGA-EJ-7318-01B
51 years, male, alive, 1029 days
1796.4
TCGA-CH-5752-01A
66 years, male, white, alive, 943 days
1793.8
TCGA-EJ-5502-01A
50 years, male, alive, 1171 days
1790.2
TCGA-VP-A876-01A
46 years, male, alive, 3333 days
1785.9
TCGA-EJ-5524-01A
57 years, male, white, alive, 1882 days
1777.2
TCGA-HC-7077-01A
64 years, male, black or african american, alive, 2115 days
1757.6
TCGA-EJ-7331-01A
64 years, male, white, alive, 742 days
1755.3
TCGA-ZG-A9L4-01A
61 years, male, alive, 1108 days
1747.4
TCGA-H9-7775-01A
68 years, male, white, alive, 185 days
1736.0
TCGA-EJ-7785-01A
54 years, male, white, alive, 1177 days
1692.7
TCGA-FC-A5OB-01A
53 years, male, alive, 680 days
1682.9
TCGA-EJ-8468-01A
64 years, male, alive, 2347 days
1654.7
TCGA-YL-A8SL-01B
74 years, male, alive, 987 days
1645.6
TCGA-M7-A722-01A
65 years, male, alive, 1060 days
1645.6
TCGA-EJ-5497-01A
48 years, male, white, alive, 405 days
1644.9
TCGA-V1-A9O5-01A
65 years, male, alive, 1932 days
1643.4
TCGA-J4-A67R-01A
65 years, male, alive, 910 days
1638.9
TCGA-EJ-5503-01A
50 years, male, white, alive, 1391 days
1616.2
TCGA-TP-A8TT-01A
64 years, male, alive, 526 days
1609.2
TCGA-HC-A6HX-01A
55 years, male, alive, 38 days
1596.9
TCGA-EJ-5495-01A
68 years, male, white, alive, 1760 days
1589.2
TCGA-EJ-5505-01A
57 years, male, white, alive, 922 days
1584.7
TCGA-KK-A7AW-01A
57 years, male, alive, 1054 days
1580.4
TCGA-HC-7233-01A
male, white, alive, 1355 days
1578.1
TCGA-V1-A8WN-01A
48 years, male, alive, 924 days
1560.5
TCGA-CH-5766-01A
55 years, male, white, alive, 31 days
1544.0
TCGA-J4-A67Q-01A
77 years, male, alive, 975 days
1535.3
TCGA-J4-8198-01A
49 years, male, alive, 614 days
1519.5
TCGA-QU-A6IL-01A
64 years, male, alive, 97 days
1515.2
TCGA-EJ-5527-01A
69 years, male, white, alive, 1778 days
1514.3
TCGA-J4-A6M7-01A
53 years, male, alive, 512 days
1499.9
TCGA-HC-7736-01A
59 years, male, white, alive, 1103 days
1494.1
TCGA-EJ-5532-01A
57 years, male, white, alive, 1828 days
1487.0
TCGA-EJ-5522-01A
51 years, male, white, alive, 2079 days
1483.0
TCGA-XK-AAIW-01A
78 years, male, alive, 1218 days
1474.6
TCGA-2A-AAYU-01A
56 years, male, alive, 615 days
1471.1
TCGA-CH-5745-01A
68 years, male, white, alive, 91 days
1445.0
TCGA-VN-A88K-01A
58 years, male, alive, 776 days
1440.2
TCGA-KK-A59X-01A
55 years, male, alive, 2535 days
1436.2
TCGA-CH-5738-01A
72 years, male, white, alive, 212 days
1426.0
TCGA-YL-A8SC-01A
66 years, male, alive, 1261 days
1413.6
TCGA-EJ-7125-01A
45 years, male, white, alive, 2850 days
1398.7
TCGA-EJ-5525-01A
67 years, male, white, alive, 1115 days
1375.6
TCGA-VP-A87D-01A
54 years, male, alive, 1853 days
1375.5
TCGA-EJ-5514-01A
66 years, male, white, alive, 1829 days
1370.0
TCGA-EJ-7791-01A
67 years, male, white, alive, 1118 days
1366.4
TCGA-EJ-5507-01A
54 years, male, white, alive, 1457 days
1364.3
TCGA-HC-A6AN-01A
67 years, male, alive, 49 days
1323.4
TCGA-FC-7708-01A
52 years, male, asian, alive, 864 days
1317.9
TCGA-EJ-A65D-01A
66 years, male, alive, 393 days
1315.9
TCGA-EJ-5519-01A
64 years, male, white, alive, 1962 days
1279.5
TCGA-G9-6379-01A
68 years, male, alive, 1778 days
1240.4
TCGA-HC-7748-01A
60 years, male, white, alive, 792 days
1212.2
TCGA-HC-A6AQ-01A
60 years, male, alive, 106 days
1201.7
TCGA-HC-7210-01A
74 years, male, white, alive, 868 days
1172.6
TCGA-J4-A67S-01A
63 years, male, alive, 833 days
1168.5
TCGA-KC-A7FD-01A
62 years, male, alive, 270 days
1166.5
TCGA-VP-A87C-01A
67 years, male, alive, 1690 days
1149.9
TCGA-FC-7961-01A
62 years, male, white, alive, 469 days
1147.2
TCGA-EJ-A65B-01A
55 years, male, alive, 710 days
1113.3
TCGA-HC-7212-01A
56 years, male, white, alive, 870 days
1097.7
TCGA-VP-A87J-01A
56 years, male, alive, 1774 days
1096.7
TCGA-EJ-5530-01A
61 years, male, white, alive, 1832 days
1096.4
TCGA-HC-7213-01A
53 years, male, white, alive, 1219 days
1020.0
TCGA-EJ-A46F-01A
57 years, male, alive, 783 days
1012.1
TCGA-HC-A6AL-01A
64 years, male, alive, 67 days
990.9
TCGA-FC-A66V-01A
74 years, male, alive, 524 days
984.9
TCGA-G9-6347-01A
59 years, male, alive, 2089 days
947.7
TCGA-EJ-5542-01A
60 years, male, white, alive, 1513 days
886.2
TCGA-KK-A6E3-01A
56 years, male, alive, 2056 days
816.4
TCGA-J4-A67N-01A
61 years, male, alive, 937 days
793.9
TCGA-EJ-8469-01A
46 years, male, alive, 2324 days
776.6
TCGA-J4-A67L-01A
54 years, male, alive, 770 days
770.8
TCGA-H9-A6BY-01A
63 years, male, alive, 112 days
743.6
TCGA-HC-A6AS-01A
70 years, male, alive, 44 days
736.5
TCGA-KK-A6E7-01A
46 years, male, alive, 2760 days
725.8
TCGA-QU-A6IN-01A
61 years, male, alive, 4264 days
710.1
TCGA-J4-A67O-01A
59 years, male, alive, 839 days
675.6
TCGA-G9-6363-01A
64 years, male, white, alive, 1378 days
640.1
TCGA-HC-A6AO-01A
52 years, male, alive, 530 days
627.4
TCGA-HC-A6AP-01A
61 years, male, alive, 71 days
623.2
TCGA-FC-A6HD-01A
77 years, male, alive, 789 days
621.8
TCGA-J4-A67M-01A
55 years, male, alive, 941 days
498.0
TCGA-HC-7744-01A
46 years, male, white, alive, 531 days
391.2
TCGA-KK-A6E4-01A
69 years, male, dead, 3502 days
355.3
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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.