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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
9982.9
Number of samples
406
Samples
Sample
Description
FPKM
TCGA-CF-A3MF-01A
34 years, male, asian, stage:iii, alive, 383 days
80706.5
TCGA-CF-A8HX-01A
55 years, female, asian, stage:ii, alive, 345 days
47529.9
TCGA-CF-A3MI-01A
62 years, male, asian, stage:ii, alive, 370 days
41092.4
TCGA-DK-A3X1-01A
78 years, female, white, stage:iii, alive, 2009 days
40108.6
TCGA-E7-A8O8-01A
59 years, male, asian, stage:ii, alive, 13 days
34341.6
TCGA-DK-A1A7-01A
67 years, female, white, stage:iv, alive, 560 days
34273.0
TCGA-KQ-A41N-01A
73 years, male, black or african american, stage:iii, alive, 1604 days
31005.9
TCGA-CF-A9FF-01A
52 years, male, asian, stage:ii, alive, 361 days
30546.4
TCGA-XF-A8HG-01A
69 years, male, white, stage:iii, dead, 467 days
28064.2
TCGA-DK-A3IL-01A
79 years, female, white, stage:iv, dead, 413 days
26863.4
TCGA-BT-A42E-01A
74 years, male, white, stage:iii, alive, 1108 days
26133.7
TCGA-KQ-A41P-01A
76 years, male, white, stage:iv, alive, 1094 days
26094.6
TCGA-KQ-A41O-01A
84 years, male, stage:iv, alive, 1538 days
26060.0
TCGA-S5-AA26-01A
46 years, male, black or african american, stage:iii, alive, 503 days
25708.3
TCGA-DK-A6B6-01A
57 years, male, white, stage:ii, alive, 1115 days
25279.8
TCGA-E7-A4XJ-01A
66 years, male, asian, stage:ii, dead, 68 days
25103.4
TCGA-FJ-A3Z7-01A
76 years, male, white, stage:iv, alive, 945 days
24779.7
TCGA-E7-A7PW-01A
63 years, male, asian, stage:iii, alive, 416 days
24155.7
TCGA-G2-AA3B-01A
75 years, female, white, stage:ii, alive, 2008 days
24040.8
TCGA-KQ-A41R-01A
80 years, female, white, stage:ii, alive, 1350 days
23695.0
TCGA-XF-A9SH-01A
65 years, female, asian, stage:ii, dead, 1971 days
23658.1
TCGA-ZF-A9R9-01A
58 years, male, white, stage:iv, dead, 864 days
23548.4
TCGA-CF-A47Y-01A
55 years, male, asian, stage:ii, alive, 373 days
23424.9
TCGA-E7-A3Y1-01A
57 years, male, white, stage:ii, alive, 163 days
23274.5
TCGA-UY-A8OD-01A
67 years, female, black or african american, stage:ii, alive, 3432 days
21833.3
TCGA-FD-A5BV-01A
47 years, female, white, stage:iii, dead, 163 days
21812.7
TCGA-DK-AA6T-01A
63 years, male, white, stage:ii, alive, 572 days
21743.9
TCGA-ZF-A9R0-01A
82 years, male, white, stage:iii, dead, 680 days
20587.7
TCGA-XF-A8HC-01A
79 years, male, asian, stage:iv, dead, 200 days
20533.2
TCGA-FJ-A3Z9-01A
72 years, male, white, dead, 385 days
19892.5
TCGA-G2-A3IE-01A
52 years, male, white, stage:ii, dead, 612 days
19363.1
TCGA-DK-AA6S-01A
60 years, male, white, stage:iii, alive, 5050 days
19330.0
TCGA-GV-A3QK-01B
56 years, female, white, stage:iv, alive, 832 days
19021.9
TCGA-CF-A47W-01A
42 years, male, asian, stage:ii, alive, 368 days
18963.4
TCGA-DK-A3IK-01A
87 years, male, white, stage:iv, dead, 146 days
18958.5
TCGA-CF-A47T-01A
58 years, female, asian, stage:ii, dead, 385 days
18856.9
TCGA-DK-A6AW-01A
70 years, male, white, stage:ii, alive, 1621 days
18771.6
TCGA-DK-A1AD-01A
69 years, male, white, stage:iv, alive, 3420 days
18741.5
TCGA-YF-AA3L-01A
47 years, female, stage:ii, alive, 364 days
18555.2
TCGA-DK-A6AV-01A
82 years, female, asian, stage:ii, alive, 1952 days
18511.9
TCGA-XF-AAMG-01A
49 years, male, white, stage:iii, alive, 3364 days
18312.3
TCGA-XF-A8HF-01A
80 years, male, white, stage:iii, dead, 2954 days
18217.8
TCGA-CF-A7I0-01A
54 years, male, asian, stage:ii, alive, 368 days
18214.1
TCGA-CF-A9FL-01A
85 years, male, asian, stage:iii, dead, 565 days
18171.7
TCGA-CU-A3YL-01A
67 years, male, white, stage:iii, alive, 906 days
17481.5
TCGA-GD-A2C5-01A
53 years, female, white, stage:iv, alive, 812 days
17381.7
TCGA-E5-A4U1-01A
72 years, male, stage:ii, alive, 1181 days
17353.4
TCGA-MV-A51V-01A
75 years, male, white, stage:iii, alive, 410 days
17320.3
TCGA-XF-AAMJ-01A
70 years, male, asian, stage:iii, dead, 1670 days
17247.7
TCGA-ZF-A9R7-01A
76 years, female, white, stage:ii, alive, 665 days
17148.2
TCGA-GU-AATP-01A
74 years, male, white, stage:iv, alive, 1003 days
17018.9
TCGA-KQ-A41Q-01A
89 years, male, white, stage:iii, alive, 1429 days
16961.9
TCGA-4Z-AA7R-01A
73 years, male, black or african american, stage:iv, dead, 522 days
16912.3
TCGA-UY-A78O-01A
74 years, female, white, stage:ii, alive, 2312 days
16691.2
TCGA-CF-A47V-01A
52 years, male, asian, stage:ii, alive, 379 days
16568.1
TCGA-UY-A9PE-01A
87 years, male, white, stage:iv, alive, 189 days
16511.2
TCGA-LT-A5Z6-01A
56 years, male, white, stage:ii, alive, 474 days
16409.8
TCGA-UY-A9PF-01A
78 years, male, white, stage:iv, alive, 117 days
16389.0
TCGA-2F-A9KQ-01A
69 years, male, white, stage:iii, alive, 2886 days
16348.7
TCGA-KQ-A41S-01A
87 years, female, white, stage:iii, alive, 35 days
16053.9
TCGA-FJ-A3ZF-01A
73 years, male, white, stage:iii, alive, 524 days
15864.4
TCGA-FD-A62O-01A
74 years, male, white, stage:iv, dead, 216 days
15703.5
TCGA-E7-A4IJ-01A
56 years, male, asian, stage:ii, dead, 674 days
15595.5
TCGA-UY-A78M-01A
81 years, female, asian, stage:iv, dead, 690 days
15510.1
TCGA-ZF-AA52-01A
70 years, male, white, stage:iii, dead, 1077 days
15199.7
TCGA-GV-A3JZ-01A
55 years, male, white, stage:iv, alive, 603 days
15175.3
TCGA-CU-A0YO-01A
84 years, male, white, stage:iv, dead, 149 days
14988.4
TCGA-CF-A47X-01A
60 years, male, asian, stage:ii, alive, 384 days
14943.0
TCGA-XF-AAN0-01A
68 years, male, white, stage:iv, dead, 1718 days
14623.7
TCGA-XF-A9SV-01A
82 years, male, white, stage:iv, dead, 388 days
14597.2
TCGA-BT-A20W-01A
71 years, male, white, stage:ii, dead, 254 days
14487.8
TCGA-DK-AA6X-01A
63 years, male, white, stage:ii, alive, 467 days
14276.0
TCGA-ZF-AA5P-01A
65 years, male, white, stage:iv, alive, 372 days
14221.5
TCGA-E7-A97Q-01A
60 years, female, white, stage:iv, dead, 246 days
13982.7
TCGA-4Z-AA7M-01A
65 years, male, white, stage:iii, alive, 495 days
13775.8
TCGA-ZF-A9RC-01A
77 years, male, white, stage:iii, alive, 2868 days
13729.7
TCGA-XF-A9ST-01A
68 years, male, white, stage:iii, dead, 128 days
13722.7
TCGA-K4-A83P-01A
77 years, male, white, stage:iv, alive, 495 days
13669.7
TCGA-DK-A2I6-01A
81 years, male, white, stage:iv, alive, 2656 days
13615.3
TCGA-ZF-AA51-01A
69 years, female, white, stage:ii, alive, 1714 days
13177.5
TCGA-XF-A9SU-01A
74 years, female, white, stage:iv, dead, 182 days
13174.0
TCGA-GD-A76B-01A
86 years, female, white, stage:ii, dead, 224 days
13157.0
TCGA-CF-A3MH-01A
75 years, male, asian, stage:ii, alive, 398 days
13093.7
TCGA-GV-A6ZA-01A
54 years, male, white, stage:ii, alive, 691 days
13031.5
TCGA-LC-A66R-01A
78 years, male, white, stage:iv, alive, 466 days
12991.5
TCGA-DK-A1AE-01A
84 years, male, white, stage:iii, alive, 491 days
12860.5
TCGA-GC-A3RD-01A
83 years, female, white, stage:iii, alive, 428 days
12844.6
TCGA-H4-A2HO-01A
53 years, male, white, stage:iii, alive, 46 days
12823.1
TCGA-ZF-A9R3-01A
53 years, female, white, stage:ii, dead, 949 days
12642.7
TCGA-DK-AA75-01A
82 years, male, white, stage:iii, dead, 340 days
12536.4
TCGA-FD-A43N-01A
76 years, male, white, stage:iii, alive, 230 days
12513.6
TCGA-CU-A0YR-01A
84 years, male, white, stage:iv, dead, 460 days
12447.3
TCGA-G2-AA3F-01A
77 years, male, white, stage:iv, alive, 893 days
12324.4
TCGA-GV-A3QF-01A
79 years, male, white, stage:iv, dead, 617 days
12321.6
TCGA-C4-A0F6-01A
82 years, female, stage:iii, alive, 700 days
12298.8
TCGA-4Z-AA83-01A
52 years, male, white, stage:ii, alive, 2024 days
12281.6
TCGA-CU-A72E-01A
76 years, male, white, stage:iv, dead, 413 days
12269.1
TCGA-CF-A47S-01A
41 years, male, asian, stage:ii, alive, 333 days
12195.0
TCGA-FD-A3SS-01A
66 years, male, white, stage:iv, dead, 391 days
12166.0
TCGA-G2-A2EK-01A
57 years, male, white, stage:ii, alive, 485 days
12153.1
TCGA-FD-A6TI-01A
73 years, male, white, stage:iv, dead, 294 days
12040.9
TCGA-BT-A20P-01A
81 years, female, white, stage:iii, dead, 544 days
11984.1
TCGA-DK-A2I1-01A
73 years, female, white, stage:ii, alive, 546 days
11961.1
TCGA-BT-A3PK-01A
80 years, male, white, stage:ii, dead, 303 days
11902.1
TCGA-XF-A9T5-01A
78 years, female, white, stage:iv, alive, 2027 days
11854.8
TCGA-GV-A3JV-01A
66 years, male, white, stage:iv, dead, 434 days
11793.2
TCGA-FT-A3EE-01A
80 years, female, white, stage:iii, dead, 99 days
11792.1
TCGA-G2-A2EC-01A
58 years, female, black or african american, stage:ii, dead, 696 days
11784.8
TCGA-BT-A42C-01A
64 years, male, white, stage:ii, alive, 873 days
11731.9
TCGA-BL-A5ZZ-01A
80 years, female, white, stage:iii, alive, 377 days
11687.5
TCGA-DK-AA6P-01A
72 years, female, white, stage:ii, alive, 457 days
11670.4
TCGA-GV-A3JW-01A
74 years, male, white, stage:ii, alive, 649 days
11633.0
TCGA-4Z-AA82-01A
59 years, male, black or african american, stage:iv, dead, 1556 days
11618.7
TCGA-UY-A78N-01A
79 years, male, white, stage:iv, dead, 2641 days
11476.1
TCGA-UY-A78K-01A
60 years, male, white, stage:iv, dead, 536 days
11472.1
TCGA-XF-AAN1-01A
75 years, female, stage:iii, dead, 941 days
11449.3
TCGA-FD-A6TG-01A
73 years, male, white, stage:iv, dead, 93 days
11282.4
TCGA-E5-A2PC-01A
61 years, female, white, stage:iv, alive, 1326 days
11247.2
TCGA-2F-A9KW-01A
67 years, female, white, stage:iii, dead, 254 days
11100.2
TCGA-CF-A5U8-01A
59 years, male, asian, stage:ii, alive, 399 days
11092.8
TCGA-GC-A3YS-01A
61 years, male, white, stage:iv, alive, 758 days
11084.6
TCGA-YC-A89H-01A
78 years, female, white, stage:ii, alive, 573 days
11073.2
TCGA-FD-A62P-01A
76 years, male, white, stage:ii, dead, 191 days
10975.6
TCGA-CF-A27C-01A
52 years, male, asian, stage:iii, alive, 425 days
10919.6
TCGA-UY-A78P-01A
78 years, female, white, stage:ii, alive, 2380 days
10889.8
TCGA-DK-AA6U-01A
64 years, male, white, stage:ii, alive, 578 days
10838.9
TCGA-YC-A9TC-01A
72 years, male, white, stage:iv, dead, 20 days
10824.5
TCGA-FD-A3SL-01A
60 years, male, white, stage:iv, dead, 712 days
10769.5
TCGA-UY-A8OC-01A
90 years, male, white, stage:iv, dead, 92 days
10737.9
TCGA-GU-AATQ-01A
69 years, male, white, stage:iii, dead, 213 days
10698.7
TCGA-XF-A8HD-01A
77 years, male, white, stage:iii, alive, 2964 days
10630.7
TCGA-K4-AAQO-01A
56 years, male, white, stage:iii, alive, 359 days
10628.9
TCGA-CF-A1HS-01A
75 years, female, asian, stage:iii, alive, 382 days
10626.5
TCGA-4Z-AA84-01A
61 years, male, white, stage:iv, alive, 460 days
10603.3
TCGA-4Z-AA7Q-01A
79 years, male, white, stage:iii, dead, 510 days
10569.8
TCGA-E7-A541-01A
66 years, male, white, stage:ii, dead, 778 days
10539.4
TCGA-GU-A763-01A
72 years, male, white, stage:iii, alive, 997 days
10518.6
TCGA-XF-A9SW-01A
85 years, male, white, stage:iv, dead, 362 days
10497.2
TCGA-FD-A3SN-01A
79 years, male, white, stage:iii, alive, 887 days
10474.2
TCGA-GC-A6I3-01A
90 years, female, black or african american, stage:iv, alive, 423 days
10371.8
TCGA-SY-A9G0-01A
82 years, male, white, stage:iv, dead, 1008 days
10364.3
TCGA-BT-A20T-01A
63 years, male, white, stage:iv, dead, 453 days
10332.0
TCGA-4Z-AA7N-01A
66 years, male, white, stage:iii, dead, 1367 days
10320.8
TCGA-DK-A3IT-01A
62 years, male, white, stage:iii, alive, 648 days
10291.7
TCGA-BT-A20Q-01A
73 years, male, white, stage:iv, dead, 593 days
10274.9
TCGA-GV-A40G-01A
77 years, male, white, stage:ii, alive, 580 days
10270.2
TCGA-E7-A7DU-01A
73 years, male, white, stage:iii, alive, 28 days
10255.9
TCGA-GU-A42P-01A
72 years, male, white, stage:iv, dead, 332 days
10238.6
TCGA-4Z-AA7S-01A
66 years, male, black or african american, stage:iii, dead, 1064 days
10187.7
TCGA-XF-AAME-01A
64 years, female, white, stage:ii, dead, 2828 days
10166.6
TCGA-BT-A20J-01A
75 years, male, white, stage:ii, dead, 579 days
10141.4
TCGA-4Z-AA7O-01A
64 years, male, black or african american, stage:ii, alive, 512 days
10080.7
TCGA-E7-A5KE-01A
78 years, female, asian, stage:ii, alive, 17 days
9967.4
TCGA-XF-A9SL-01A
69 years, male, white, stage:iv, dead, 2020 days
9943.1
TCGA-E7-A85H-01A
64 years, male, asian, stage:iii, alive, 394 days
9899.0
TCGA-XF-A9SP-01A
59 years, male, white, stage:iii, dead, 454 days
9845.8
TCGA-ZF-AA4W-01A
56 years, male, white, stage:iii, alive, 1830 days
9769.2
TCGA-CF-A1HR-01A
62 years, male, asian, stage:iii, alive, 389 days
9763.4
TCGA-FD-A43U-01A
70 years, male, white, stage:iv, alive, 636 days
9739.1
TCGA-FD-A43X-01A
84 years, male, white, stage:ii, alive, 110 days
9734.9
TCGA-BL-A0C8-01A
73 years, male, white, stage:i, alive, 1219 days
9730.2
TCGA-YC-A8S6-01A
71 years, male, white, stage:ii, alive, 293 days
9726.8
TCGA-K4-A3WS-01A
66 years, male, white, stage:iii, alive, 761 days
9651.0
TCGA-BT-A0YX-01A
70 years, female, white, stage:iii, dead, 400 days
9599.0
TCGA-DK-A6B0-01A
61 years, male, white, stage:ii, alive, 2330 days
9542.5
TCGA-XF-A8HI-01A
57 years, female, white, stage:iv, dead, 544 days
9510.5
TCGA-G2-A2EL-01A
77 years, male, white, stage:ii, dead, 819 days
9483.0
TCGA-DK-AA6W-01A
79 years, male, white, stage:ii, dead, 415 days
9453.6
TCGA-XF-AAN5-01A
61 years, female, white, stage:iii, alive, 2293 days
9450.0
TCGA-4Z-AA89-01A
61 years, male, white, stage:iv, alive, 902 days
9443.0
TCGA-ZF-A9R2-01A
75 years, male, white, stage:ii, alive, 642 days
9422.6
TCGA-BT-A20X-01A
56 years, male, white, stage:iv, dead, 251 days
9387.6
TCGA-FD-A3NA-01A
60 years, male, white, stage:ii, alive, 1845 days
9382.9
TCGA-XF-AAMZ-01A
81 years, female, white, stage:iv, dead, 1348 days
9335.2
TCGA-DK-A1A3-01A
60 years, male, white, stage:iv, dead, 665 days
9266.4
TCGA-BT-A20R-01A
79 years, female, white, stage:iv, dead, 154 days
9148.7
TCGA-XF-AAMR-01A
48 years, male, white, stage:iii, alive, 2790 days
9099.9
TCGA-DK-A6B1-01A
67 years, male, white, stage:ii, alive, 2049 days
9052.8
TCGA-DK-A3IN-01A
72 years, male, white, stage:iii, dead, 250 days
9048.7
TCGA-XF-A8HH-01A
61 years, female, white, stage:iv, dead, 57 days
9031.0
TCGA-FD-A6TF-01A
80 years, female, white, stage:iv, dead, 69 days
8998.0
TCGA-BT-A2LB-01A
73 years, female, white, stage:iii, dead, 492 days
8995.1
TCGA-4Z-AA81-01A
80 years, male, white, stage:ii, dead, 1270 days
8987.3
TCGA-FD-A5BR-01A
57 years, male, white, stage:ii, alive, 813 days
8964.9
TCGA-GU-A42R-01A
68 years, male, white, stage:iv, dead, 577 days
8944.0
TCGA-YF-AA3M-01A
57 years, male, stage:ii, alive, 415 days
8859.3
TCGA-DK-A3WX-01A
67 years, female, white, stage:iii, dead, 321 days
8833.5
TCGA-CU-A5W6-01A
70 years, male, white, stage:iii, dead, 56 days
8819.5
TCGA-ZF-AA4X-01A
56 years, male, white, stage:ii, alive, 2044 days
8758.3
TCGA-2F-A9KO-01A
63 years, male, white, stage:iv, dead, 734 days
8667.5
TCGA-FD-A6TD-01A
77 years, male, white, stage:iii, dead, 386 days
8651.0
TCGA-ZF-AA4U-01A
70 years, male, white, stage:iii, dead, 262 days
8631.5
TCGA-FD-A6TB-01A
82 years, male, white, stage:iii, alive, 572 days
8502.1
TCGA-FT-A61P-01A
76 years, male, white, stage:iv, alive, 337 days
8486.5
TCGA-XF-A9SJ-01A
83 years, male, white, stage:iv, dead, 98 days
8433.1
TCGA-GU-A766-01A
62 years, male, white, stage:ii, alive, 480 days
8432.7
TCGA-FD-A6TE-01A
54 years, male, white, stage:iv, alive, 376 days
8357.1
TCGA-ZF-AA4R-01A
67 years, male, white, stage:iv, dead, 1036 days
8332.6
TCGA-XF-A9T0-01A
69 years, male, white, stage:iii, alive, 799 days
8325.1
TCGA-GC-A6I1-01A
90 years, female, white, stage:ii, dead, 272 days
8288.1
TCGA-K4-A4AC-01A
83 years, male, white, stage:ii, dead, 278 days
8287.7
TCGA-FJ-A3ZE-01A
65 years, male, white, stage:iv, dead, 324 days
8237.9
TCGA-K4-A4AB-01B
76 years, male, white, stage:iii, alive, 84 days
8221.1
TCGA-GC-A3I6-01A
45 years, male, white, stage:iii, dead, 630 days
8190.9
TCGA-5N-A9KM-01A
73 years, female, white, stage:iii, dead, 530 days
8148.7
TCGA-G2-AA3D-01A
60 years, male, white, stage:iv, alive, 2139 days
8086.1
TCGA-2F-A9KP-01A
66 years, male, white, stage:iv, dead, 364 days
8084.2
TCGA-ZF-A9RL-01A
61 years, male, white, stage:ii, alive, 2703 days
8063.8
TCGA-XF-A8HB-01A
50 years, female, stage:ii, alive, 1370 days
8058.6
TCGA-GU-A767-01A
81 years, male, white, stage:iv, dead, 144 days
8040.8
TCGA-XF-AAN2-01A
73 years, male, white, stage:ii, dead, 1869 days
8026.7
TCGA-XF-AAN4-01A
77 years, female, white, stage:iii, dead, 823 days
7980.7
TCGA-XF-AAMY-01A
78 years, male, white, stage:iii, alive, 3011 days
7960.1
TCGA-GC-A3OO-01A
79 years, male, white, stage:ii, alive, 481 days
7940.0
TCGA-GU-A764-01A
66 years, male, white, stage:ii, alive, 610 days
7927.8
TCGA-GV-A3QH-01A
67 years, male, white, stage:ii, dead, 258 days
7894.8
TCGA-GC-A3WC-01A
80 years, female, white, stage:iii, alive, 540 days
7837.3
TCGA-E7-A519-01A
72 years, male, white, stage:ii, alive, 508 days
7753.5
TCGA-4Z-AA87-01A
72 years, male, black or african american, stage:iii, alive, 1454 days
7692.6
TCGA-GD-A3OP-01A
84 years, female, white, stage:iv, alive, 64 days
7655.2
TCGA-UY-A78L-01A
62 years, male, white, stage:iv, alive, 1127 days
7628.6
TCGA-C4-A0F1-01A
71 years, male, stage:iii, alive, 89 days
7596.7
TCGA-GV-A3QI-01A
47 years, male, white, stage:iii, alive, 1110 days
7581.1
TCGA-C4-A0F7-01A
77 years, male, stage:iv, dead, 62 days
7551.3
TCGA-ZF-A9R4-01A
83 years, male, white, stage:ii, alive, 921 days
7458.6
TCGA-XF-AAN3-01A
76 years, male, white, stage:iv, alive, 2625 days
7422.2
TCGA-K4-A5RI-01A
67 years, female, white, stage:iii, dead, 356 days
7414.2
TCGA-DK-A6B2-01A
70 years, male, white, stage:iv, alive, 477 days
7352.7
TCGA-FD-A3SJ-01A
59 years, male, white, stage:iv, dead, 739 days
7346.1
TCGA-E7-A7XN-01A
67 years, male, asian, stage:iii, alive, 428 days
7344.3
TCGA-DK-AA76-01A
64 years, female, white, stage:ii, alive, 366 days
7266.0
TCGA-ZF-A9RE-01A
78 years, female, white, stage:ii, dead, 106 days
7181.1
TCGA-ZF-A9RF-01A
74 years, male, white, stage:ii, alive, 1949 days
7149.2
TCGA-FD-A43S-01A
71 years, female, white, stage:iii, alive, 455 days
7140.1
TCGA-ZF-AA4N-01A
74 years, male, white, stage:ii, dead, 88 days
7137.9
TCGA-S5-A6DX-01A
83 years, male, white, stage:iv, dead, 56 days
7120.7
TCGA-XF-A9T3-01A
69 years, female, white, stage:iv, alive, 68 days
7095.3
TCGA-E7-A3X6-01A
70 years, male, white, stage:ii, dead, 904 days
7087.5
TCGA-C4-A0EZ-01A
69 years, female, stage:iv, dead, 273 days
7078.3
TCGA-BT-A2LD-01A
78 years, female, white, stage:iv, dead, 623 days
7071.8
TCGA-DK-A3IS-01A
68 years, male, white, stage:ii, alive, 1529 days
7023.0
TCGA-LT-A8JT-01A
69 years, female, white, stage:ii, alive, 641 days
7021.5
TCGA-GC-A3BM-01A
70 years, male, white, stage:ii, dead, 651 days
7021.1
TCGA-E7-A97P-01A
73 years, male, asian, stage:ii, dead, 437 days
7016.3
TCGA-ZF-A9RM-01A
70 years, male, white, stage:ii, alive, 1455 days
7002.9
TCGA-BT-A20N-01A
72 years, male, stage:iii, dead, 795 days
6975.4
TCGA-UY-A8OB-01A
64 years, male, white, stage:iv, alive, 2109 days
6971.2
TCGA-K4-A6MB-01A
64 years, male, white, stage:iv, alive, 469 days
6930.9
TCGA-FD-A3SM-01A
70 years, male, white, stage:iv, dead, 547 days
6920.5
TCGA-4Z-AA80-01A
73 years, male, white, stage:ii, dead, 19 days
6903.0
TCGA-FD-A43P-01A
74 years, male, black or african american, stage:ii, alive, 832 days
6873.6
TCGA-DK-A1AG-01A
66 years, male, white, stage:iii, alive, 475 days
6868.7
TCGA-FD-A5BS-01A
68 years, male, white, stage:iii, alive, 1639 days
6860.8
TCGA-DK-AA6Q-01A
61 years, female, white, stage:iv, dead, 413 days
6814.7
TCGA-ZF-AA4T-01A
65 years, male, white, stage:iv, dead, 599 days
6787.0
TCGA-UY-A9PH-01A
73 years, male, white, stage:ii, alive, 1561 days
6706.6
TCGA-CF-A5UA-01A
67 years, male, asian, stage:ii, alive, 365 days
6659.6
TCGA-G2-A2ES-01A
85 years, male, white, stage:ii, dead, 1004 days
6645.8
TCGA-XF-AAN8-01A
74 years, female, white, stage:iii, dead, 118 days
6578.3
TCGA-FD-A5C1-01A
61 years, female, white, stage:iii, alive, 1792 days
6557.1
TCGA-ZF-A9R5-01A
59 years, male, white, stage:iii, alive, 1090 days
6479.2
TCGA-CF-A8HY-01A
59 years, male, asian, stage:ii, alive, 345 days
6447.0
TCGA-GU-A42Q-01A
67 years, male, white, stage:iii, dead, 344 days
6419.5
TCGA-E7-A6MF-01A
37 years, male, asian, stage:ii, alive, 750 days
6335.9
TCGA-DK-A1AA-01A
57 years, male, white, stage:iii, alive, 578 days
6273.4
TCGA-BT-A42F-01A
64 years, male, white, stage:iv, alive, 864 days
6209.6
TCGA-DK-A1AF-01A
84 years, female, white, stage:iv, alive, 536 days
6186.0
TCGA-ZF-A9R1-01A
81 years, male, white, stage:iv, alive, 773 days
6185.9
TCGA-E7-A678-01A
55 years, male, asian, stage:iii, alive, 798 days
6174.9
TCGA-XF-AAN7-01A
60 years, male, white, stage:iv, dead, 565 days
6150.3
TCGA-DK-AA71-01A
71 years, male, white, stage:ii, alive, 415 days
6137.9
TCGA-UY-A9PD-01A
81 years, male, white, stage:iii, alive, 542 days
6131.6
TCGA-FD-A5BZ-01A
77 years, female, white, stage:iv, dead, 835 days
6121.5
TCGA-FD-A6TC-01A
79 years, female, white, stage:iii, alive, 187 days
6104.4
TCGA-E7-A677-01A
81 years, male, asian, stage:ii, alive, 820 days
6104.4
TCGA-BT-A20V-01A
59 years, female, black or african american, stage:iv, dead, 154 days
6056.4
TCGA-DK-A1AB-01A
74 years, female, white, stage:iv, dead, 508 days
6027.7
TCGA-XF-AAMT-01A
75 years, female, white, stage:iv, dead, 90 days
6014.2
TCGA-CF-A3MG-01A
48 years, male, asian, stage:ii, alive, 369 days
5991.7
TCGA-E7-A6MD-01A
66 years, male, white, stage:iv, alive, 129 days
5972.2
TCGA-XF-AAMX-01A
87 years, female, black or african american, stage:iii, dead, 206 days
5962.1
TCGA-K4-A6FZ-01A
75 years, female, white, stage:iii, alive, 55 days
5888.3
TCGA-BT-A20U-01A
70 years, female, white, stage:iii, dead, 455 days
5881.7
TCGA-DK-A3IM-01A
77 years, male, white, stage:iii, dead, 248 days
5837.5
TCGA-FD-A3B7-01A
66 years, male, black or african american, stage:iii, dead, 122 days
5816.5
TCGA-HQ-A5ND-01A
78 years, male, stage:iv, dead, 274 days
5807.1
TCGA-DK-A3IU-01A
58 years, male, white, stage:ii, dead, 706 days
5778.5
TCGA-BT-A0S7-01A
75 years, male, white, stage:iii, dead, 200 days
5753.1
TCGA-DK-A6B5-01A
45 years, male, white, stage:iv, alive, 1542 days
5705.6
TCGA-DK-A1A6-01A
53 years, male, white, stage:iv, alive, 2020 days
5625.8
TCGA-XF-A9SK-01A
65 years, male, white, stage:iv, dead, 486 days
5618.8
TCGA-XF-A9T2-01A
54 years, male, white, stage:iii, dead, 575 days
5611.0
TCGA-FD-A6TA-01A
58 years, male, white, stage:iv, alive, 1912 days
5589.4
TCGA-XF-A8HE-01A
47 years, male, white, stage:iii, alive, 3817 days
5582.1
TCGA-FD-A43Y-01A
65 years, male, white, stage:iii, dead, 474 days
5575.3
TCGA-FD-A5C0-01A
61 years, male, white, stage:iv, dead, 550 days
5562.9
TCGA-FD-A3SP-01A
60 years, male, white, stage:iii, alive, 783 days
5555.7
TCGA-5N-A9KI-01A
76 years, female, white, stage:iii, dead, 76 days
5553.9
TCGA-GU-AATO-01A
75 years, male, white, stage:iv, dead, 324 days
5524.4
TCGA-BT-A3PH-01A
76 years, male, white, stage:iv, dead, 142 days
5511.6
TCGA-FD-A3B8-01A
56 years, male, white, stage:ii, alive, 384 days
5470.7
TCGA-DK-AA6R-01A
69 years, male, white, stage:iv, alive, 5041 days
5420.6
TCGA-FD-A6TK-01A
60 years, male, white, stage:iii, alive, 330 days
5408.7
TCGA-ZF-AA5H-01A
60 years, female, white, stage:iv, alive, 897 days
5397.5
TCGA-FD-A5BX-01A
82 years, male, white, stage:iv, dead, 173 days
5390.9
TCGA-XF-A9SY-01A
60 years, female, white, stage:iv, alive, 640 days
5351.4
TCGA-XF-A9T8-01A
64 years, male, white, stage:iii, dead, 418 days
5351.3
TCGA-DK-A3IQ-01A
74 years, male, white, stage:iii, dead, 539 days
5345.4
TCGA-K4-A3WU-01B
88 years, male, white, stage:iii, alive, 105 days
5290.9
TCGA-ZF-AA53-01A
60 years, male, white, stage:ii, alive, 1761 days
5290.7
TCGA-FD-A3SQ-01A
62 years, male, white, stage:iv, dead, 1423 days
5275.0
TCGA-FD-A3B3-01A
74 years, female, white, stage:iii, dead, 974 days
5274.3
TCGA-XF-AAMH-01A
80 years, male, white, stage:iv, dead, 344 days
5268.6
TCGA-FD-A3SO-01A
68 years, male, white, stage:iv, dead, 168 days
5260.1
TCGA-CU-A0YN-01A
60 years, male, white, stage:iii, dead, 393 days
5237.3
TCGA-DK-A2I4-01A
79 years, male, white, stage:iii, alive, 4343 days
5231.5
TCGA-2F-A9KR-01A
59 years, female, stage:iii, dead, 3183 days
5226.8
TCGA-BT-A3PJ-01A
76 years, male, white, stage:iii, alive, 789 days
5219.0
TCGA-GV-A3JX-01A
59 years, male, white, stage:iii, alive, 581 days
5215.7
TCGA-ZF-AA56-01A
79 years, female, white, stage:iii, dead, 259 days
5201.9
TCGA-GC-A3RB-01A
54 years, male, white, stage:iii, alive, 582 days
5162.9
TCGA-DK-A3WY-01A
67 years, female, white, stage:iii, alive, 4967 days
5138.9
TCGA-BL-A3JM-01A
63 years, male, white, stage:iii, dead, 205 days
5098.6
TCGA-PQ-A6FN-01A
78 years, female, white, stage:iii, alive, 507 days
5058.9
TCGA-G2-A3IB-01A
66 years, male, black or african american, stage:ii, dead, 220 days
5038.6
TCGA-CF-A9FM-01A
50 years, male, asian, stage:i, alive, 398 days
4938.0
TCGA-GC-A4ZW-01A
71 years, male, white, stage:iii, alive, 15 days
4929.3
TCGA-CU-A3QU-01A
58 years, male, white, stage:iv, alive, 158 days
4872.9
TCGA-DK-A1A5-01A
79 years, male, white, stage:ii, dead, 65 days
4830.3
TCGA-H4-A2HQ-01A
64 years, female, black or african american, stage:iv, alive, 590 days
4823.3
TCGA-FD-A3N6-01A
43 years, female, black or african american, stage:ii, alive, 851 days
4813.4
TCGA-K4-A3WV-01A
77 years, female, white, stage:ii, alive, 646 days
4768.7
TCGA-DK-A3X2-01A
85 years, male, white, stage:iv, dead, 547 days
4696.4
TCGA-G2-AA3C-01A
66 years, male, white, stage:iv, dead, 211 days
4682.3
TCGA-HQ-A2OE-01A
male, alive, 1174 days
4665.3
TCGA-XF-AAML-01A
75 years, male, white, stage:ii, dead, 232 days
4658.7
TCGA-XF-A9SM-01A
76 years, male, white, stage:iii, alive, 1048 days
4643.7
TCGA-DK-AA74-01A
75 years, male, white, stage:iii, alive, 1708 days
4626.0
TCGA-FD-A62S-01A
60 years, female, black or african american, stage:iii, dead, 406 days
4615.5
TCGA-ZF-AA4V-01A
66 years, male, white, stage:iii, alive, 1806 days
4547.6
TCGA-HQ-A5NE-01A
56 years, male, stage:iii, dead, 370 days
4490.8
TCGA-G2-A2EO-01A
69 years, male, white, stage:iii, dead, 1804 days
4427.6
TCGA-K4-A54R-01A
59 years, male, white, stage:ii, alive, 842 days
4425.1
TCGA-SY-A9G5-01A
66 years, male, white, stage:iii, alive, 1186 days
4392.4
TCGA-BL-A13J-01A
65 years, male, white, stage:iv, dead, 81 days
4391.8
TCGA-FD-A3B5-01A
86 years, male, black or african american, stage:iv, dead, 272 days
4375.0
TCGA-GD-A3OS-01A
54 years, female, white, stage:ii, alive, 638 days
4329.7
TCGA-XF-A9SI-01A
73 years, female, asian, stage:ii, alive, 2423 days
4281.0
TCGA-K4-A5RH-01A
69 years, male, white, stage:iii, alive, 276 days
4223.6
TCGA-R3-A69X-01A
70 years, male, white, stage:iii, alive, 433 days
4219.4
TCGA-E7-A8O7-01A
52 years, male, asian, stage:ii, alive, 466 days
4212.2
TCGA-XF-A9T6-01A
88 years, female, white, stage:iii, alive, 64 days
4197.4
TCGA-GU-A762-01A
87 years, male, white, stage:iv, dead, 232 days
4099.0
TCGA-BT-A20O-01A
75 years, male, white, stage:iii, dead, 370 days
4021.9
TCGA-GV-A40E-01A
75 years, male, white, stage:ii, dead, 261 days
3978.8
TCGA-BT-A2LA-01A
54 years, male, white, stage:iii, alive, 522 days
3964.0
TCGA-FD-A62N-01A
69 years, male, asian, stage:iii, alive, 82 days
3940.0
TCGA-E5-A4TZ-01A
64 years, male, white, stage:iv, dead, 467 days
3862.4
TCGA-DK-AA6M-01A
64 years, female, white, stage:ii, alive, 1582 days
3850.3
TCGA-GD-A3OQ-01A
48 years, male, white, stage:iv, alive, 95 days
3846.8
TCGA-FD-A5BY-01A
63 years, female, white, stage:iii, alive, 251 days
3842.5
TCGA-DK-A3WW-01A
57 years, male, white, stage:iii, alive, 633 days
3833.0
TCGA-G2-A3VY-01A
66 years, male, asian, stage:ii, alive, 536 days
3800.5
TCGA-DK-A3IV-01A
60 years, male, white, stage:ii, dead, 294 days
3793.1
TCGA-FJ-A871-01A
49 years, male, white, stage:iii, dead, 272 days
3772.0
TCGA-UY-A9PA-01A
48 years, male, white, stage:iii, alive, 119 days
3753.9
TCGA-XF-AAMW-01A
79 years, female, white, stage:iv, dead, 253 days
3739.2
TCGA-BL-A13I-01A
57 years, female, white, stage:iii, dead, 223 days
3695.9
TCGA-ZF-A9RD-01A
75 years, female, white, stage:iv, dead, 408 days
3685.6
TCGA-2F-A9KT-01A
83 years, male, white, stage:ii, alive, 3314 days
3664.9
TCGA-XF-A9SX-01A
63 years, female, white, stage:iv, dead, 719 days
3643.8
TCGA-XF-A9SZ-01A
79 years, male, white, stage:iv, dead, 859 days
3639.7
TCGA-DK-A2HX-01A
80 years, female, white, stage:iv, dead, 1420 days
3522.0
TCGA-XF-AAMQ-01A
59 years, female, white, stage:ii, alive, 2177 days
3503.4
TCGA-E7-A6ME-01A
75 years, male, asian, stage:ii, alive, 731 days
3497.4
TCGA-4Z-AA7Y-01A
60 years, male, white, stage:ii, alive, 1522 days
3472.8
TCGA-4Z-AA86-01A
67 years, male, black or african american, stage:iv, dead, 311 days
3312.8
TCGA-DK-A1AC-01A
72 years, male, white, stage:iii, alive, 3981 days
3302.5
TCGA-E7-A5KF-01A
67 years, male, asian, stage:ii, alive, 20 days
3270.0
TCGA-ZF-A9RN-01A
67 years, female, white, stage:iii, dead, 615 days
3248.7
TCGA-G2-A2EF-01A
50 years, male, white, stage:ii, alive, 1884 days
3208.8
TCGA-FD-A5BU-01A
76 years, female, black or african american, stage:ii, alive, 588 days
3153.3
TCGA-C4-A0F0-01A
60 years, male, stage:ii, alive, 59 days
3141.6
TCGA-DK-A2I2-01A
63 years, female, white, stage:iv, dead, 237 days
3114.8
TCGA-HQ-A2OF-01A
52 years, female, stage:iii, alive, 1947 days
2980.3
TCGA-CU-A3KJ-01A
75 years, male, white, stage:iii, alive, 562 days
2975.6
TCGA-FD-A5BT-01A
84 years, male, white, stage:iii, dead, 328 days
2972.4
TCGA-XF-A9T4-01A
48 years, male, white, stage:iv, dead, 495 days
2922.5
TCGA-FD-A3B6-01A
75 years, male, white, stage:ii, dead, 1005 days
2829.9
TCGA-GD-A6C6-01A
64 years, male, white, stage:iii, alive, 67 days
2781.1
TCGA-ZF-AA58-01A
61 years, female, white, stage:iv, alive, 1649 days
2739.9
TCGA-DK-AA77-01A
61 years, male, white, stage:ii, alive, 618 days
2701.8
TCGA-4Z-AA7W-01A
55 years, male, white, stage:ii, alive, 840 days
2684.2
TCGA-K4-A5RJ-01A
75 years, male, white, stage:ii, alive, 539 days
2684.1
TCGA-GC-A3RC-01A
59 years, male, white, stage:ii, alive, 484 days
2662.7
TCGA-ZF-AA5N-01A
62 years, female, white, stage:iv, dead, 168 days
2574.6
TCGA-PQ-A6FI-01A
70 years, male, white, stage:ii, alive, 372 days
2239.9
TCGA-DK-AA6L-01A
48 years, male, white, stage:iv, dead, 1163 days
2208.6
TCGA-G2-A2EJ-01A
56 years, female, white, stage:ii, alive, 1460 days
2188.2
TCGA-E7-A7DV-01A
44 years, male, white, stage:iv, alive, 37 days
2003.9
TCGA-FD-A3N5-01A
69 years, male, black or african american, stage:ii, dead, 685 days
1945.8
TCGA-UY-A9PB-01A
49 years, male, white, stage:iii, alive, 899 days
1874.6
TCGA-FD-A3B4-01A
55 years, female, black or african american, stage:iii, dead, 510 days
1874.3
TCGA-FD-A6TH-01A
63 years, male, white, stage:iv, dead, 131 days
1728.2
TCGA-FD-A3SR-01A
68 years, male, white, stage:iv, dead, 602 days
997.3
TCGA-ZF-AA54-01A
71 years, male, white, stage:iii, dead, 590 days
983.9
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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.