We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
UROTHELIAL 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
560.1
Number of samples
406
Samples
Sample
Description
FPKM
TCGA-S5-A6DX-01A
83 years, male, white, stage:iv, dead, 56 days
3226.4
TCGA-CF-A5UA-01A
67 years, male, asian, stage:ii, alive, 365 days
3181.0
TCGA-XF-A9SX-01A
63 years, female, white, stage:iv, dead, 719 days
2533.4
TCGA-BT-A20T-01A
63 years, male, white, stage:iv, dead, 453 days
2236.7
TCGA-CF-A47W-01A
42 years, male, asian, stage:ii, alive, 368 days
2090.5
TCGA-FD-A43X-01A
84 years, male, white, stage:ii, alive, 110 days
1961.0
TCGA-FD-A6TC-01A
79 years, female, white, stage:iii, alive, 187 days
1740.5
TCGA-XF-A9SU-01A
74 years, female, white, stage:iv, dead, 182 days
1739.8
TCGA-XF-A9SV-01A
82 years, male, white, stage:iv, dead, 388 days
1727.5
TCGA-DK-AA76-01A
64 years, female, white, stage:ii, alive, 366 days
1683.5
TCGA-4Z-AA7O-01A
64 years, male, black or african american, stage:ii, alive, 512 days
1638.0
TCGA-CF-A47S-01A
41 years, male, asian, stage:ii, alive, 333 days
1632.0
TCGA-GD-A6C6-01A
64 years, male, white, stage:iii, alive, 67 days
1610.1
TCGA-CF-A8HY-01A
59 years, male, asian, stage:ii, alive, 345 days
1560.6
TCGA-4Z-AA81-01A
80 years, male, white, stage:ii, dead, 1270 days
1549.0
TCGA-G2-A2EO-01A
69 years, male, white, stage:iii, dead, 1804 days
1534.1
TCGA-BT-A20P-01A
81 years, female, white, stage:iii, dead, 544 days
1500.5
TCGA-CF-A47T-01A
58 years, female, asian, stage:ii, dead, 385 days
1496.2
TCGA-FD-A6TK-01A
60 years, male, white, stage:iii, alive, 330 days
1488.1
TCGA-E7-A7DU-01A
73 years, male, white, stage:iii, alive, 28 days
1472.9
TCGA-CF-A47Y-01A
55 years, male, asian, stage:ii, alive, 373 days
1470.9
TCGA-YC-A89H-01A
78 years, female, white, stage:ii, alive, 573 days
1461.7
TCGA-CF-A5U8-01A
59 years, male, asian, stage:ii, alive, 399 days
1457.1
TCGA-FD-A62O-01A
74 years, male, white, stage:iv, dead, 216 days
1433.4
TCGA-GU-A767-01A
81 years, male, white, stage:iv, dead, 144 days
1426.8
TCGA-KQ-A41O-01A
84 years, male, stage:iv, alive, 1538 days
1420.2
TCGA-KQ-A41R-01A
80 years, female, white, stage:ii, alive, 1350 days
1390.8
TCGA-DK-A3IT-01A
62 years, male, white, stage:iii, alive, 648 days
1388.1
TCGA-FD-A62N-01A
69 years, male, asian, stage:iii, alive, 82 days
1320.5
TCGA-GU-A763-01A
72 years, male, white, stage:iii, alive, 997 days
1315.4
TCGA-CF-A3MI-01A
62 years, male, asian, stage:ii, alive, 370 days
1310.6
TCGA-4Z-AA7Y-01A
60 years, male, white, stage:ii, alive, 1522 days
1293.9
TCGA-YF-AA3M-01A
57 years, male, stage:ii, alive, 415 days
1280.8
TCGA-DK-A6B2-01A
70 years, male, white, stage:iv, alive, 477 days
1241.4
TCGA-DK-A3IK-01A
87 years, male, white, stage:iv, dead, 146 days
1240.0
TCGA-GV-A6ZA-01A
54 years, male, white, stage:ii, alive, 691 days
1214.8
TCGA-DK-A6AV-01A
82 years, female, asian, stage:ii, alive, 1952 days
1204.3
TCGA-DK-A1A5-01A
79 years, male, white, stage:ii, dead, 65 days
1202.9
TCGA-DK-A1A6-01A
53 years, male, white, stage:iv, alive, 2020 days
1196.5
TCGA-DK-AA77-01A
61 years, male, white, stage:ii, alive, 618 days
1194.7
TCGA-E7-A519-01A
72 years, male, white, stage:ii, alive, 508 days
1186.4
TCGA-XF-AAMZ-01A
81 years, female, white, stage:iv, dead, 1348 days
1182.9
TCGA-CF-A9FL-01A
85 years, male, asian, stage:iii, dead, 565 days
1177.5
TCGA-UY-A9PH-01A
73 years, male, white, stage:ii, alive, 1561 days
1174.3
TCGA-DK-AA71-01A
71 years, male, white, stage:ii, alive, 415 days
1166.7
TCGA-DK-A3IS-01A
68 years, male, white, stage:ii, alive, 1529 days
1164.4
TCGA-4Z-AA89-01A
61 years, male, white, stage:iv, alive, 902 days
1155.8
TCGA-2F-A9KQ-01A
69 years, male, white, stage:iii, alive, 2886 days
1144.9
TCGA-DK-AA6M-01A
64 years, female, white, stage:ii, alive, 1582 days
1140.3
TCGA-XF-A8HD-01A
77 years, male, white, stage:iii, alive, 2964 days
1137.8
TCGA-XF-A9T6-01A
88 years, female, white, stage:iii, alive, 64 days
1137.4
TCGA-XF-A8HH-01A
61 years, female, white, stage:iv, dead, 57 days
1132.4
TCGA-G2-A3IE-01A
52 years, male, white, stage:ii, dead, 612 days
1121.9
TCGA-UY-A9PE-01A
87 years, male, white, stage:iv, alive, 189 days
1121.5
TCGA-DK-A3IL-01A
79 years, female, white, stage:iv, dead, 413 days
1103.6
TCGA-DK-A1AA-01A
57 years, male, white, stage:iii, alive, 578 days
1099.6
TCGA-BT-A2LB-01A
73 years, female, white, stage:iii, dead, 492 days
1098.1
TCGA-S5-AA26-01A
46 years, male, black or african american, stage:iii, alive, 503 days
1091.2
TCGA-KQ-A41N-01A
73 years, male, black or african american, stage:iii, alive, 1604 days
1083.0
TCGA-E7-A678-01A
55 years, male, asian, stage:iii, alive, 798 days
1076.2
TCGA-CF-A9FF-01A
52 years, male, asian, stage:ii, alive, 361 days
1076.1
TCGA-E7-A8O8-01A
59 years, male, asian, stage:ii, alive, 13 days
1069.3
TCGA-E5-A4U1-01A
72 years, male, stage:ii, alive, 1181 days
1067.2
TCGA-UY-A9PD-01A
81 years, male, white, stage:iii, alive, 542 days
1064.3
TCGA-ZF-AA4V-01A
66 years, male, white, stage:iii, alive, 1806 days
1058.0
TCGA-LT-A8JT-01A
69 years, female, white, stage:ii, alive, 641 days
1042.9
TCGA-DK-A6B0-01A
61 years, male, white, stage:ii, alive, 2330 days
1041.3
TCGA-ZF-AA4U-01A
70 years, male, white, stage:iii, dead, 262 days
1015.9
TCGA-CF-A47V-01A
52 years, male, asian, stage:ii, alive, 379 days
1013.6
TCGA-FD-A43U-01A
70 years, male, white, stage:iv, alive, 636 days
995.8
TCGA-UY-A78O-01A
74 years, female, white, stage:ii, alive, 2312 days
992.9
TCGA-E7-A4XJ-01A
66 years, male, asian, stage:ii, dead, 68 days
986.8
TCGA-XF-A9SJ-01A
83 years, male, white, stage:iv, dead, 98 days
981.1
TCGA-ZF-AA5N-01A
62 years, female, white, stage:iv, dead, 168 days
971.6
TCGA-ZF-A9RL-01A
61 years, male, white, stage:ii, alive, 2703 days
967.6
TCGA-DK-A1AG-01A
66 years, male, white, stage:iii, alive, 475 days
965.3
TCGA-FD-A3SN-01A
79 years, male, white, stage:iii, alive, 887 days
959.5
TCGA-XF-A9T0-01A
69 years, male, white, stage:iii, alive, 799 days
949.3
TCGA-CU-A0YR-01A
84 years, male, white, stage:iv, dead, 460 days
932.9
TCGA-GU-AATO-01A
75 years, male, white, stage:iv, dead, 324 days
932.8
TCGA-XF-A9SZ-01A
79 years, male, white, stage:iv, dead, 859 days
932.4
TCGA-XF-AAN1-01A
75 years, female, stage:iii, dead, 941 days
920.9
TCGA-DK-A3IN-01A
72 years, male, white, stage:iii, dead, 250 days
908.0
TCGA-DK-A1AC-01A
72 years, male, white, stage:iii, alive, 3981 days
907.5
TCGA-XF-AAN2-01A
73 years, male, white, stage:ii, dead, 1869 days
904.3
TCGA-ZF-AA52-01A
70 years, male, white, stage:iii, dead, 1077 days
897.3
TCGA-CF-A1HR-01A
62 years, male, asian, stage:iii, alive, 389 days
891.1
TCGA-GC-A3BM-01A
70 years, male, white, stage:ii, dead, 651 days
876.1
TCGA-E7-A4IJ-01A
56 years, male, asian, stage:ii, dead, 674 days
874.5
TCGA-FD-A5BZ-01A
77 years, female, white, stage:iv, dead, 835 days
873.5
TCGA-XF-A8HI-01A
57 years, female, white, stage:iv, dead, 544 days
870.7
TCGA-GC-A3RB-01A
54 years, male, white, stage:iii, alive, 582 days
869.4
TCGA-GV-A3JV-01A
66 years, male, white, stage:iv, dead, 434 days
857.5
TCGA-FD-A43N-01A
76 years, male, white, stage:iii, alive, 230 days
856.0
TCGA-FD-A6TG-01A
73 years, male, white, stage:iv, dead, 93 days
855.5
TCGA-CU-A5W6-01A
70 years, male, white, stage:iii, dead, 56 days
853.7
TCGA-4Z-AA87-01A
72 years, male, black or african american, stage:iii, alive, 1454 days
850.7
TCGA-E7-A8O7-01A
52 years, male, asian, stage:ii, alive, 466 days
848.8
TCGA-SY-A9G5-01A
66 years, male, white, stage:iii, alive, 1186 days
840.5
TCGA-GU-A762-01A
87 years, male, white, stage:iv, dead, 232 days
839.8
TCGA-4Z-AA80-01A
73 years, male, white, stage:ii, dead, 19 days
833.6
TCGA-2F-A9KO-01A
63 years, male, white, stage:iv, dead, 734 days
828.5
TCGA-CU-A3YL-01A
67 years, male, white, stage:iii, alive, 906 days
826.1
TCGA-G2-AA3B-01A
75 years, female, white, stage:ii, alive, 2008 days
822.5
TCGA-CF-A8HX-01A
55 years, female, asian, stage:ii, alive, 345 days
822.3
TCGA-DK-AA75-01A
82 years, male, white, stage:iii, dead, 340 days
821.2
TCGA-UY-A8OB-01A
64 years, male, white, stage:iv, alive, 2109 days
817.6
TCGA-DK-A1AD-01A
69 years, male, white, stage:iv, alive, 3420 days
816.4
TCGA-ZF-A9R0-01A
82 years, male, white, stage:iii, dead, 680 days
815.9
TCGA-UY-A78M-01A
81 years, female, asian, stage:iv, dead, 690 days
802.7
TCGA-ZF-A9R4-01A
83 years, male, white, stage:ii, alive, 921 days
800.8
TCGA-UY-A78K-01A
60 years, male, white, stage:iv, dead, 536 days
796.0
TCGA-GC-A3RD-01A
83 years, female, white, stage:iii, alive, 428 days
795.6
TCGA-BL-A13J-01A
65 years, male, white, stage:iv, dead, 81 days
793.7
TCGA-FD-A3NA-01A
60 years, male, white, stage:ii, alive, 1845 days
779.3
TCGA-DK-A3X1-01A
78 years, female, white, stage:iii, alive, 2009 days
777.3
TCGA-DK-A2I6-01A
81 years, male, white, stage:iv, alive, 2656 days
776.8
TCGA-YF-AA3L-01A
47 years, female, stage:ii, alive, 364 days
760.9
TCGA-DK-AA6L-01A
48 years, male, white, stage:iv, dead, 1163 days
760.7
TCGA-CF-A47X-01A
60 years, male, asian, stage:ii, alive, 384 days
741.8
TCGA-GD-A76B-01A
86 years, female, white, stage:ii, dead, 224 days
738.8
TCGA-XF-AAMY-01A
78 years, male, white, stage:iii, alive, 3011 days
736.4
TCGA-ZF-A9R2-01A
75 years, male, white, stage:ii, alive, 642 days
734.6
TCGA-GV-A3QH-01A
67 years, male, white, stage:ii, dead, 258 days
732.3
TCGA-R3-A69X-01A
70 years, male, white, stage:iii, alive, 433 days
730.9
TCGA-UY-A9PF-01A
78 years, male, white, stage:iv, alive, 117 days
730.5
TCGA-UY-A8OC-01A
90 years, male, white, stage:iv, dead, 92 days
726.2
TCGA-FJ-A3ZF-01A
73 years, male, white, stage:iii, alive, 524 days
724.6
TCGA-ZF-AA51-01A
69 years, female, white, stage:ii, alive, 1714 days
721.2
TCGA-FT-A61P-01A
76 years, male, white, stage:iv, alive, 337 days
720.8
TCGA-GV-A40E-01A
75 years, male, white, stage:ii, dead, 261 days
717.9
TCGA-DK-A6AW-01A
70 years, male, white, stage:ii, alive, 1621 days
715.5
TCGA-FD-A5BT-01A
84 years, male, white, stage:iii, dead, 328 days
708.2
TCGA-FJ-A3Z9-01A
72 years, male, white, dead, 385 days
699.5
TCGA-FD-A6TA-01A
58 years, male, white, stage:iv, alive, 1912 days
697.2
TCGA-KQ-A41P-01A
76 years, male, white, stage:iv, alive, 1094 days
695.3
TCGA-GV-A3QK-01B
56 years, female, white, stage:iv, alive, 832 days
694.8
TCGA-XF-A9SP-01A
59 years, male, white, stage:iii, dead, 454 days
691.2
TCGA-FD-A3B6-01A
75 years, male, white, stage:ii, dead, 1005 days
687.0
TCGA-4Z-AA7S-01A
66 years, male, black or african american, stage:iii, dead, 1064 days
685.3
TCGA-DK-A1A7-01A
67 years, female, white, stage:iv, alive, 560 days
680.3
TCGA-DK-A6B6-01A
57 years, male, white, stage:ii, alive, 1115 days
677.8
TCGA-DK-AA6U-01A
64 years, male, white, stage:ii, alive, 578 days
664.4
TCGA-BT-A20W-01A
71 years, male, white, stage:ii, dead, 254 days
663.2
TCGA-BT-A20Q-01A
73 years, male, white, stage:iv, dead, 593 days
657.5
TCGA-E5-A2PC-01A
61 years, female, white, stage:iv, alive, 1326 days
655.6
TCGA-FT-A3EE-01A
80 years, female, white, stage:iii, dead, 99 days
653.3
TCGA-E7-A5KF-01A
67 years, male, asian, stage:ii, alive, 20 days
649.9
TCGA-2F-A9KP-01A
66 years, male, white, stage:iv, dead, 364 days
646.6
TCGA-UY-A78N-01A
79 years, male, white, stage:iv, dead, 2641 days
646.5
TCGA-K4-A6MB-01A
64 years, male, white, stage:iv, alive, 469 days
644.6
TCGA-FD-A5BY-01A
63 years, female, white, stage:iii, alive, 251 days
639.8
TCGA-K4-A6FZ-01A
75 years, female, white, stage:iii, alive, 55 days
638.2
TCGA-UY-A9PA-01A
48 years, male, white, stage:iii, alive, 119 days
637.4
TCGA-BT-A20R-01A
79 years, female, white, stage:iv, dead, 154 days
636.7
TCGA-H4-A2HO-01A
53 years, male, white, stage:iii, alive, 46 days
631.0
TCGA-GC-A4ZW-01A
71 years, male, white, stage:iii, alive, 15 days
623.9
TCGA-GV-A40G-01A
77 years, male, white, stage:ii, alive, 580 days
617.5
TCGA-FD-A43P-01A
74 years, male, black or african american, stage:ii, alive, 832 days
613.7
TCGA-ZF-A9R3-01A
53 years, female, white, stage:ii, dead, 949 days
613.1
TCGA-CF-A3MF-01A
34 years, male, asian, stage:iii, alive, 383 days
610.3
TCGA-FD-A6TF-01A
80 years, female, white, stage:iv, dead, 69 days
609.7
TCGA-FD-A3SR-01A
68 years, male, white, stage:iv, dead, 602 days
601.3
TCGA-BT-A42C-01A
64 years, male, white, stage:ii, alive, 873 days
601.1
TCGA-4Z-AA7M-01A
65 years, male, white, stage:iii, alive, 495 days
595.4
TCGA-ZF-AA5H-01A
60 years, female, white, stage:iv, alive, 897 days
593.7
TCGA-BT-A20N-01A
72 years, male, stage:iii, dead, 795 days
588.5
TCGA-XF-AAMQ-01A
59 years, female, white, stage:ii, alive, 2177 days
587.3
TCGA-BT-A3PH-01A
76 years, male, white, stage:iv, dead, 142 days
585.6
TCGA-4Z-AA83-01A
52 years, male, white, stage:ii, alive, 2024 days
579.4
TCGA-DK-AA6P-01A
72 years, female, white, stage:ii, alive, 457 days
575.2
TCGA-FD-A6TH-01A
63 years, male, white, stage:iv, dead, 131 days
575.0
TCGA-GU-A42R-01A
68 years, male, white, stage:iv, dead, 577 days
572.2
TCGA-E7-A85H-01A
64 years, male, asian, stage:iii, alive, 394 days
569.1
TCGA-BT-A42F-01A
64 years, male, white, stage:iv, alive, 864 days
566.3
TCGA-E7-A677-01A
81 years, male, asian, stage:ii, alive, 820 days
562.3
TCGA-GD-A2C5-01A
53 years, female, white, stage:iv, alive, 812 days
559.4
TCGA-5N-A9KM-01A
73 years, female, white, stage:iii, dead, 530 days
558.1
TCGA-5N-A9KI-01A
76 years, female, white, stage:iii, dead, 76 days
553.7
TCGA-C4-A0F6-01A
82 years, female, stage:iii, alive, 700 days
550.5
TCGA-XF-A8HC-01A
79 years, male, asian, stage:iv, dead, 200 days
546.2
TCGA-DK-A3IU-01A
58 years, male, white, stage:ii, dead, 706 days
541.6
TCGA-2F-A9KR-01A
59 years, female, stage:iii, dead, 3183 days
538.9
TCGA-K4-AAQO-01A
56 years, male, white, stage:iii, alive, 359 days
536.3
TCGA-GD-A3OQ-01A
48 years, male, white, stage:iv, alive, 95 days
535.9
TCGA-FD-A6TI-01A
73 years, male, white, stage:iv, dead, 294 days
534.4
TCGA-FD-A3SM-01A
70 years, male, white, stage:iv, dead, 547 days
532.9
TCGA-FD-A5BV-01A
47 years, female, white, stage:iii, dead, 163 days
531.8
TCGA-XF-A9T4-01A
48 years, male, white, stage:iv, dead, 495 days
523.8
TCGA-MV-A51V-01A
75 years, male, white, stage:iii, alive, 410 days
522.3
TCGA-DK-A1AF-01A
84 years, female, white, stage:iv, alive, 536 days
521.0
TCGA-HQ-A2OE-01A
male, alive, 1174 days
518.3
TCGA-H4-A2HQ-01A
64 years, female, black or african american, stage:iv, alive, 590 days
516.8
TCGA-FD-A3SO-01A
68 years, male, white, stage:iv, dead, 168 days
514.0
TCGA-GV-A3JX-01A
59 years, male, white, stage:iii, alive, 581 days
513.1
TCGA-E7-A6ME-01A
75 years, male, asian, stage:ii, alive, 731 days
510.4
TCGA-GC-A3OO-01A
79 years, male, white, stage:ii, alive, 481 days
507.1
TCGA-E7-A3X6-01A
70 years, male, white, stage:ii, dead, 904 days
505.6
TCGA-DK-A2I1-01A
73 years, female, white, stage:ii, alive, 546 days
505.2
TCGA-G2-AA3D-01A
60 years, male, white, stage:iv, alive, 2139 days
502.6
TCGA-DK-A2I2-01A
63 years, female, white, stage:iv, dead, 237 days
499.6
TCGA-K4-A3WS-01A
66 years, male, white, stage:iii, alive, 761 days
492.8
TCGA-GV-A3JW-01A
74 years, male, white, stage:ii, alive, 649 days
491.6
TCGA-XF-A9SM-01A
76 years, male, white, stage:iii, alive, 1048 days
488.6
TCGA-4Z-AA7W-01A
55 years, male, white, stage:ii, alive, 840 days
486.7
TCGA-K4-A4AB-01B
76 years, male, white, stage:iii, alive, 84 days
483.6
TCGA-FD-A6TE-01A
54 years, male, white, stage:iv, alive, 376 days
481.4
TCGA-G2-A2EF-01A
50 years, male, white, stage:ii, alive, 1884 days
479.9
TCGA-DK-A1A3-01A
60 years, male, white, stage:iv, dead, 665 days
476.5
TCGA-FD-A3SQ-01A
62 years, male, white, stage:iv, dead, 1423 days
464.7
TCGA-FD-A3SL-01A
60 years, male, white, stage:iv, dead, 712 days
463.5
TCGA-FD-A6TD-01A
77 years, male, white, stage:iii, dead, 386 days
462.0
TCGA-GU-AATP-01A
74 years, male, white, stage:iv, alive, 1003 days
446.5
TCGA-UY-A9PB-01A
49 years, male, white, stage:iii, alive, 899 days
446.5
TCGA-FD-A3SJ-01A
59 years, male, white, stage:iv, dead, 739 days
442.6
TCGA-XF-AAN0-01A
68 years, male, white, stage:iv, dead, 1718 days
440.2
TCGA-ZF-A9RC-01A
77 years, male, white, stage:iii, alive, 2868 days
438.8
TCGA-GV-A3JZ-01A
55 years, male, white, stage:iv, alive, 603 days
438.4
TCGA-FD-A62P-01A
76 years, male, white, stage:ii, dead, 191 days
437.8
TCGA-DK-AA6S-01A
60 years, male, white, stage:iii, alive, 5050 days
435.3
TCGA-4Z-AA84-01A
61 years, male, white, stage:iv, alive, 460 days
434.1
TCGA-E7-A97Q-01A
60 years, female, white, stage:iv, dead, 246 days
433.8
TCGA-E7-A541-01A
66 years, male, white, stage:ii, dead, 778 days
431.5
TCGA-G2-AA3F-01A
77 years, male, white, stage:iv, alive, 893 days
429.6
TCGA-E7-A7PW-01A
63 years, male, asian, stage:iii, alive, 416 days
429.3
TCGA-BT-A3PJ-01A
76 years, male, white, stage:iii, alive, 789 days
426.7
TCGA-FD-A43S-01A
71 years, female, white, stage:iii, alive, 455 days
418.8
TCGA-YC-A8S6-01A
71 years, male, white, stage:ii, alive, 293 days
415.2
TCGA-XF-A9SH-01A
65 years, female, asian, stage:ii, dead, 1971 days
414.0
TCGA-G2-A2EK-01A
57 years, male, white, stage:ii, alive, 485 days
405.0
TCGA-BL-A0C8-01A
73 years, male, white, stage:i, alive, 1219 days
404.0
TCGA-ZF-AA4R-01A
67 years, male, white, stage:iv, dead, 1036 days
403.2
TCGA-CF-A9FM-01A
50 years, male, asian, stage:i, alive, 398 days
402.3
TCGA-BT-A3PK-01A
80 years, male, white, stage:ii, dead, 303 days
395.5
TCGA-GU-A764-01A
66 years, male, white, stage:ii, alive, 610 days
395.2
TCGA-FJ-A3Z7-01A
76 years, male, white, stage:iv, alive, 945 days
387.2
TCGA-YC-A9TC-01A
72 years, male, white, stage:iv, dead, 20 days
385.0
TCGA-ZF-AA53-01A
60 years, male, white, stage:ii, alive, 1761 days
375.0
TCGA-K4-A83P-01A
77 years, male, white, stage:iv, alive, 495 days
371.6
TCGA-2F-A9KT-01A
83 years, male, white, stage:ii, alive, 3314 days
366.5
TCGA-E7-A5KE-01A
78 years, female, asian, stage:ii, alive, 17 days
365.3
TCGA-UY-A8OD-01A
67 years, female, black or african american, stage:ii, alive, 3432 days
364.7
TCGA-K4-A54R-01A
59 years, male, white, stage:ii, alive, 842 days
356.8
TCGA-GV-A3QI-01A
47 years, male, white, stage:iii, alive, 1110 days
354.5
TCGA-GD-A3OP-01A
84 years, female, white, stage:iv, alive, 64 days
352.9
TCGA-ZF-A9R7-01A
76 years, female, white, stage:ii, alive, 665 days
351.6
TCGA-KQ-A41S-01A
87 years, female, white, stage:iii, alive, 35 days
350.6
TCGA-ZF-A9RM-01A
70 years, male, white, stage:ii, alive, 1455 days
349.0
TCGA-CF-A7I0-01A
54 years, male, asian, stage:ii, alive, 368 days
347.8
TCGA-XF-AAMW-01A
79 years, female, white, stage:iv, dead, 253 days
346.5
TCGA-ZF-A9R9-01A
58 years, male, white, stage:iv, dead, 864 days
343.3
TCGA-E5-A4TZ-01A
64 years, male, white, stage:iv, dead, 467 days
322.9
TCGA-LT-A5Z6-01A
56 years, male, white, stage:ii, alive, 474 days
322.5
TCGA-ZF-AA5P-01A
65 years, male, white, stage:iv, alive, 372 days
318.5
TCGA-GV-A3QF-01A
79 years, male, white, stage:iv, dead, 617 days
312.4
TCGA-CU-A3QU-01A
58 years, male, white, stage:iv, alive, 158 days
307.3
TCGA-E7-A7DV-01A
44 years, male, white, stage:iv, alive, 37 days
305.3
TCGA-BT-A2LD-01A
78 years, female, white, stage:iv, dead, 623 days
300.5
TCGA-K4-A3WU-01B
88 years, male, white, stage:iii, alive, 105 days
299.2
TCGA-XF-AAMX-01A
87 years, female, black or african american, stage:iii, dead, 206 days
297.1
TCGA-ZF-AA4T-01A
65 years, male, white, stage:iv, dead, 599 days
293.8
TCGA-CF-A3MH-01A
75 years, male, asian, stage:ii, alive, 398 days
290.1
TCGA-XF-A9T3-01A
69 years, female, white, stage:iv, alive, 68 days
286.9
TCGA-HQ-A5NE-01A
56 years, male, stage:iii, dead, 370 days
279.9
TCGA-XF-A9SK-01A
65 years, male, white, stage:iv, dead, 486 days
278.5
TCGA-FD-A3SS-01A
66 years, male, white, stage:iv, dead, 391 days
278.0
TCGA-FD-A3SP-01A
60 years, male, white, stage:iii, alive, 783 days
277.3
TCGA-G2-A3VY-01A
66 years, male, asian, stage:ii, alive, 536 days
273.3
TCGA-2F-A9KW-01A
67 years, female, white, stage:iii, dead, 254 days
268.8
TCGA-UY-A78L-01A
62 years, male, white, stage:iv, alive, 1127 days
267.9
TCGA-GC-A3YS-01A
61 years, male, white, stage:iv, alive, 758 days
267.4
TCGA-XF-AAMG-01A
49 years, male, white, stage:iii, alive, 3364 days
262.5
TCGA-LC-A66R-01A
78 years, male, white, stage:iv, alive, 466 days
251.4
TCGA-UY-A78P-01A
78 years, female, white, stage:ii, alive, 2380 days
251.1
TCGA-4Z-AA7R-01A
73 years, male, black or african american, stage:iv, dead, 522 days
245.0
TCGA-XF-A8HF-01A
80 years, male, white, stage:iii, dead, 2954 days
239.2
TCGA-CU-A0YO-01A
84 years, male, white, stage:iv, dead, 149 days
234.3
TCGA-GU-AATQ-01A
69 years, male, white, stage:iii, dead, 213 days
233.1
TCGA-DK-A6B5-01A
45 years, male, white, stage:iv, alive, 1542 days
232.9
TCGA-CU-A72E-01A
76 years, male, white, stage:iv, dead, 413 days
232.3
TCGA-DK-A3WX-01A
67 years, female, white, stage:iii, dead, 321 days
225.9
TCGA-XF-AAMJ-01A
70 years, male, asian, stage:iii, dead, 1670 days
223.2
TCGA-HQ-A5ND-01A
78 years, male, stage:iv, dead, 274 days
222.2
TCGA-FD-A5C1-01A
61 years, female, white, stage:iii, alive, 1792 days
214.2
TCGA-SY-A9G0-01A
82 years, male, white, stage:iv, dead, 1008 days
213.6
TCGA-E7-A3Y1-01A
57 years, male, white, stage:ii, alive, 163 days
212.1
TCGA-4Z-AA7Q-01A
79 years, male, white, stage:iii, dead, 510 days
210.5
TCGA-XF-A9SL-01A
69 years, male, white, stage:iv, dead, 2020 days
200.7
TCGA-E7-A6MD-01A
66 years, male, white, stage:iv, alive, 129 days
195.3
TCGA-BT-A20U-01A
70 years, female, white, stage:iii, dead, 455 days
192.2
TCGA-GU-A766-01A
62 years, male, white, stage:ii, alive, 480 days
191.1
TCGA-DK-A6B1-01A
67 years, male, white, stage:ii, alive, 2049 days
190.2
TCGA-E7-A6MF-01A
37 years, male, asian, stage:ii, alive, 750 days
187.6
TCGA-XF-AAMR-01A
48 years, male, white, stage:iii, alive, 2790 days
182.6
TCGA-CF-A3MG-01A
48 years, male, asian, stage:ii, alive, 369 days
179.7
TCGA-FD-A3B7-01A
66 years, male, black or african american, stage:iii, dead, 122 days
179.5
TCGA-4Z-AA86-01A
67 years, male, black or african american, stage:iv, dead, 311 days
176.4
TCGA-E7-A97P-01A
73 years, male, asian, stage:ii, dead, 437 days
171.9
TCGA-ZF-A9RE-01A
78 years, female, white, stage:ii, dead, 106 days
168.7
TCGA-XF-A8HG-01A
69 years, male, white, stage:iii, dead, 467 days
165.4
TCGA-FD-A3B8-01A
56 years, male, white, stage:ii, alive, 384 days
156.3
TCGA-BT-A42E-01A
74 years, male, white, stage:iii, alive, 1108 days
156.2
TCGA-GU-A42P-01A
72 years, male, white, stage:iv, dead, 332 days
148.9
TCGA-FD-A6TB-01A
82 years, male, white, stage:iii, alive, 572 days
145.4
TCGA-GC-A6I1-01A
90 years, female, white, stage:ii, dead, 272 days
145.3
TCGA-DK-A3WY-01A
67 years, female, white, stage:iii, alive, 4967 days
143.4
TCGA-DK-A3X2-01A
85 years, male, white, stage:iv, dead, 547 days
141.6
TCGA-E7-A7XN-01A
67 years, male, asian, stage:iii, alive, 428 days
138.5
TCGA-ZF-AA58-01A
61 years, female, white, stage:iv, alive, 1649 days
137.9
TCGA-4Z-AA7N-01A
66 years, male, white, stage:iii, dead, 1367 days
136.3
TCGA-CF-A27C-01A
52 years, male, asian, stage:iii, alive, 425 days
136.2
TCGA-FJ-A3ZE-01A
65 years, male, white, stage:iv, dead, 324 days
136.2
TCGA-CF-A1HS-01A
75 years, female, asian, stage:iii, alive, 382 days
133.6
TCGA-CU-A0YN-01A
60 years, male, white, stage:iii, dead, 393 days
129.3
TCGA-DK-AA6R-01A
69 years, male, white, stage:iv, alive, 5041 days
128.0
TCGA-XF-AAN4-01A
77 years, female, white, stage:iii, dead, 823 days
127.3
TCGA-BT-A20J-01A
75 years, male, white, stage:ii, dead, 579 days
126.3
TCGA-XF-A9ST-01A
68 years, male, white, stage:iii, dead, 128 days
120.9
TCGA-ZF-A9R5-01A
59 years, male, white, stage:iii, alive, 1090 days
119.6
TCGA-DK-AA6X-01A
63 years, male, white, stage:ii, alive, 467 days
118.6
TCGA-FD-A5C0-01A
61 years, male, white, stage:iv, dead, 550 days
103.5
TCGA-K4-A4AC-01A
83 years, male, white, stage:ii, dead, 278 days
98.1
TCGA-XF-A9SI-01A
73 years, female, asian, stage:ii, alive, 2423 days
95.2
TCGA-G2-A3IB-01A
66 years, male, black or african american, stage:ii, dead, 220 days
87.8
TCGA-XF-AAML-01A
75 years, male, white, stage:ii, dead, 232 days
83.1
TCGA-XF-A9T2-01A
54 years, male, white, stage:iii, dead, 575 days
82.8
TCGA-XF-AAMH-01A
80 years, male, white, stage:iv, dead, 344 days
77.7
TCGA-ZF-A9RF-01A
74 years, male, white, stage:ii, alive, 1949 days
73.4
TCGA-DK-A3IQ-01A
74 years, male, white, stage:iii, dead, 539 days
72.4
TCGA-GC-A6I3-01A
90 years, female, black or african american, stage:iv, alive, 423 days
71.8
TCGA-ZF-AA4X-01A
56 years, male, white, stage:ii, alive, 2044 days
68.3
TCGA-FD-A3N5-01A
69 years, male, black or african american, stage:ii, dead, 685 days
64.6
TCGA-ZF-A9RN-01A
67 years, female, white, stage:iii, dead, 615 days
62.0
TCGA-FD-A62S-01A
60 years, female, black or african american, stage:iii, dead, 406 days
51.5
TCGA-4Z-AA82-01A
59 years, male, black or african american, stage:iv, dead, 1556 days
50.7
TCGA-ZF-A9R1-01A
81 years, male, white, stage:iv, alive, 773 days
40.0
TCGA-C4-A0F7-01A
77 years, male, stage:iv, dead, 62 days
35.2
TCGA-FD-A3B3-01A
74 years, female, white, stage:iii, dead, 974 days
34.4
TCGA-GC-A3RC-01A
59 years, male, white, stage:ii, alive, 484 days
32.1
TCGA-BT-A0S7-01A
75 years, male, white, stage:iii, dead, 200 days
31.3
TCGA-DK-A2HX-01A
80 years, female, white, stage:iv, dead, 1420 days
29.9
TCGA-HQ-A2OF-01A
52 years, female, stage:iii, alive, 1947 days
27.4
TCGA-XF-AAMT-01A
75 years, female, white, stage:iv, dead, 90 days
25.5
TCGA-XF-A9SW-01A
85 years, male, white, stage:iv, dead, 362 days
24.3
TCGA-XF-A9T5-01A
78 years, female, white, stage:iv, alive, 2027 days
24.2
TCGA-FD-A43Y-01A
65 years, male, white, stage:iii, dead, 474 days
24.1
TCGA-FD-A3B5-01A
86 years, male, black or african american, stage:iv, dead, 272 days
23.5
TCGA-DK-A1AE-01A
84 years, male, white, stage:iii, alive, 491 days
23.3
TCGA-DK-AA6T-01A
63 years, male, white, stage:ii, alive, 572 days
21.3
TCGA-XF-AAN8-01A
74 years, female, white, stage:iii, dead, 118 days
20.5
TCGA-XF-AAME-01A
64 years, female, white, stage:ii, dead, 2828 days
18.9
TCGA-BL-A3JM-01A
63 years, male, white, stage:iii, dead, 205 days
18.1
TCGA-FJ-A871-01A
49 years, male, white, stage:iii, dead, 272 days
17.1
TCGA-DK-A3IM-01A
77 years, male, white, stage:iii, dead, 248 days
16.1
TCGA-DK-AA6W-01A
79 years, male, white, stage:ii, dead, 415 days
15.6
TCGA-FD-A5BX-01A
82 years, male, white, stage:iv, dead, 173 days
15.4
TCGA-ZF-AA4W-01A
56 years, male, white, stage:iii, alive, 1830 days
14.5
TCGA-KQ-A41Q-01A
89 years, male, white, stage:iii, alive, 1429 days
13.3
TCGA-BT-A20V-01A
59 years, female, black or african american, stage:iv, dead, 154 days
13.1
TCGA-BL-A5ZZ-01A
80 years, female, white, stage:iii, alive, 377 days
12.9
TCGA-ZF-AA56-01A
79 years, female, white, stage:iii, dead, 259 days
12.4
TCGA-XF-A8HE-01A
47 years, male, white, stage:iii, alive, 3817 days
11.6
TCGA-CU-A3KJ-01A
75 years, male, white, stage:iii, alive, 562 days
11.5
TCGA-DK-A2I4-01A
79 years, male, white, stage:iii, alive, 4343 days
7.9
TCGA-PQ-A6FN-01A
78 years, female, white, stage:iii, alive, 507 days
7.9
TCGA-DK-A3IV-01A
60 years, male, white, stage:ii, dead, 294 days
7.0
TCGA-FD-A5BS-01A
68 years, male, white, stage:iii, alive, 1639 days
5.0
TCGA-BT-A20X-01A
56 years, male, white, stage:iv, dead, 251 days
4.9
TCGA-PQ-A6FI-01A
70 years, male, white, stage:ii, alive, 372 days
4.6
TCGA-ZF-AA54-01A
71 years, male, white, stage:iii, dead, 590 days
4.6
TCGA-XF-AAN3-01A
76 years, male, white, stage:iv, alive, 2625 days
4.4
TCGA-DK-AA74-01A
75 years, male, white, stage:iii, alive, 1708 days
4.3
TCGA-G2-A2EC-01A
58 years, female, black or african american, stage:ii, dead, 696 days
3.9
TCGA-K4-A5RI-01A
67 years, female, white, stage:iii, dead, 356 days
3.7
TCGA-FD-A5BR-01A
57 years, male, white, stage:ii, alive, 813 days
3.7
TCGA-G2-A2EL-01A
77 years, male, white, stage:ii, dead, 819 days
3.5
TCGA-GC-A3I6-01A
45 years, male, white, stage:iii, dead, 630 days
2.9
TCGA-XF-A9SY-01A
60 years, female, white, stage:iv, alive, 640 days
2.5
TCGA-G2-AA3C-01A
66 years, male, white, stage:iv, dead, 211 days
2.3
TCGA-K4-A3WV-01A
77 years, female, white, stage:ii, alive, 646 days
2.2
TCGA-ZF-A9RD-01A
75 years, female, white, stage:iv, dead, 408 days
2.2
TCGA-DK-A1AB-01A
74 years, female, white, stage:iv, dead, 508 days
1.9
TCGA-XF-A8HB-01A
50 years, female, stage:ii, alive, 1370 days
1.8
TCGA-DK-AA6Q-01A
61 years, female, white, stage:iv, dead, 413 days
1.8
TCGA-K4-A5RJ-01A
75 years, male, white, stage:ii, alive, 539 days
1.7
TCGA-XF-A9T8-01A
64 years, male, white, stage:iii, dead, 418 days
1.4
TCGA-C4-A0F0-01A
60 years, male, stage:ii, alive, 59 days
1.3
TCGA-FD-A3B4-01A
55 years, female, black or african american, stage:iii, dead, 510 days
1.3
TCGA-K4-A5RH-01A
69 years, male, white, stage:iii, alive, 276 days
1.1
TCGA-XF-AAN5-01A
61 years, female, white, stage:iii, alive, 2293 days
1.1
TCGA-C4-A0F1-01A
71 years, male, stage:iii, alive, 89 days
1.0
TCGA-G2-A2ES-01A
85 years, male, white, stage:ii, dead, 1004 days
1.0
TCGA-GD-A3OS-01A
54 years, female, white, stage:ii, alive, 638 days
1.0
TCGA-XF-AAN7-01A
60 years, male, white, stage:iv, dead, 565 days
0.9
TCGA-ZF-AA4N-01A
74 years, male, white, stage:ii, dead, 88 days
0.8
TCGA-C4-A0EZ-01A
69 years, female, stage:iv, dead, 273 days
0.8
TCGA-G2-A2EJ-01A
56 years, female, white, stage:ii, alive, 1460 days
0.6
TCGA-GC-A3WC-01A
80 years, female, white, stage:iii, alive, 540 days
0.6
TCGA-BL-A13I-01A
57 years, female, white, stage:iii, dead, 223 days
0.6
TCGA-FD-A5BU-01A
76 years, female, black or african american, stage:ii, alive, 588 days
0.6
TCGA-DK-A3WW-01A
57 years, male, white, stage:iii, alive, 633 days
0.4
TCGA-BT-A0YX-01A
70 years, female, white, stage:iii, dead, 400 days
0.3
TCGA-GU-A42Q-01A
67 years, male, white, stage:iii, dead, 344 days
0.3
TCGA-FD-A3N6-01A
43 years, female, black or african american, stage:ii, alive, 851 days
0.3
TCGA-BT-A20O-01A
75 years, male, white, stage:iii, dead, 370 days
0.3
TCGA-BT-A2LA-01A
54 years, male, white, stage:iii, alive, 522 days
0.2
Show allShow less
UROTHELIAL 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.