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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
11433.9
Number of samples
406
Samples
Sample
Description
FPKM
TCGA-CF-A3MF-01A
34 years, male, asian, stage:iii, alive, 383 days
74927.0
TCGA-DK-A1A7-01A
67 years, female, white, stage:iv, alive, 560 days
50272.2
TCGA-FJ-A3Z7-01A
76 years, male, white, stage:iv, alive, 945 days
46333.9
TCGA-CF-A3MI-01A
62 years, male, asian, stage:ii, alive, 370 days
44543.5
TCGA-ZF-A9R9-01A
58 years, male, white, stage:iv, dead, 864 days
40968.3
TCGA-CF-A9FF-01A
52 years, male, asian, stage:ii, alive, 361 days
40713.0
TCGA-KQ-A41R-01A
80 years, female, white, stage:ii, alive, 1350 days
39784.8
TCGA-CF-A8HX-01A
55 years, female, asian, stage:ii, alive, 345 days
35339.2
TCGA-DK-A3X1-01A
78 years, female, white, stage:iii, alive, 2009 days
33664.5
TCGA-CF-A47Y-01A
55 years, male, asian, stage:ii, alive, 373 days
33327.1
TCGA-XF-A8HG-01A
69 years, male, white, stage:iii, dead, 467 days
32451.0
TCGA-E7-A8O8-01A
59 years, male, asian, stage:ii, alive, 13 days
32157.8
TCGA-DK-A3IK-01A
87 years, male, white, stage:iv, dead, 146 days
31975.3
TCGA-ZF-A9R0-01A
82 years, male, white, stage:iii, dead, 680 days
31485.6
TCGA-XF-A9SH-01A
65 years, female, asian, stage:ii, dead, 1971 days
30711.9
TCGA-KQ-A41N-01A
73 years, male, black or african american, stage:iii, alive, 1604 days
30656.2
TCGA-GV-A3QK-01B
56 years, female, white, stage:iv, alive, 832 days
30385.5
TCGA-KQ-A41P-01A
76 years, male, white, stage:iv, alive, 1094 days
29851.3
TCGA-UY-A9PF-01A
78 years, male, white, stage:iv, alive, 117 days
29213.7
TCGA-DK-A3IL-01A
79 years, female, white, stage:iv, dead, 413 days
28648.1
TCGA-XF-A8HF-01A
80 years, male, white, stage:iii, dead, 2954 days
26264.3
TCGA-G2-AA3B-01A
75 years, female, white, stage:ii, alive, 2008 days
26250.9
TCGA-E7-A3Y1-01A
57 years, male, white, stage:ii, alive, 163 days
26186.6
TCGA-CU-A3YL-01A
67 years, male, white, stage:iii, alive, 906 days
26018.2
TCGA-FJ-A3ZF-01A
73 years, male, white, stage:iii, alive, 524 days
24994.2
TCGA-FD-A5BV-01A
47 years, female, white, stage:iii, dead, 163 days
24517.8
TCGA-KQ-A41O-01A
84 years, male, stage:iv, alive, 1538 days
24109.7
TCGA-YF-AA3L-01A
47 years, female, stage:ii, alive, 364 days
24008.9
TCGA-CF-A9FL-01A
85 years, male, asian, stage:iii, dead, 565 days
23962.5
TCGA-E7-A4XJ-01A
66 years, male, asian, stage:ii, dead, 68 days
23440.7
TCGA-DK-A6AW-01A
70 years, male, white, stage:ii, alive, 1621 days
23422.4
TCGA-FD-A43U-01A
70 years, male, white, stage:iv, alive, 636 days
22974.0
TCGA-CF-A47V-01A
52 years, male, asian, stage:ii, alive, 379 days
22894.7
TCGA-CF-A7I0-01A
54 years, male, asian, stage:ii, alive, 368 days
22865.1
TCGA-E7-A7PW-01A
63 years, male, asian, stage:iii, alive, 416 days
22804.2
TCGA-S5-AA26-01A
46 years, male, black or african american, stage:iii, alive, 503 days
22489.7
TCGA-FD-A43N-01A
76 years, male, white, stage:iii, alive, 230 days
22477.8
TCGA-ZF-AA51-01A
69 years, female, white, stage:ii, alive, 1714 days
22330.6
TCGA-CF-A47X-01A
60 years, male, asian, stage:ii, alive, 384 days
22107.8
TCGA-E7-A4IJ-01A
56 years, male, asian, stage:ii, dead, 674 days
21675.5
TCGA-E7-A7DU-01A
73 years, male, white, stage:iii, alive, 28 days
21671.3
TCGA-XF-A8HH-01A
61 years, female, white, stage:iv, dead, 57 days
21588.8
TCGA-4Z-AA7R-01A
73 years, male, black or african american, stage:iv, dead, 522 days
21404.7
TCGA-BT-A42E-01A
74 years, male, white, stage:iii, alive, 1108 days
21374.2
TCGA-KQ-A41Q-01A
89 years, male, white, stage:iii, alive, 1429 days
20657.9
TCGA-E7-A541-01A
66 years, male, white, stage:ii, dead, 778 days
20626.8
TCGA-DK-A2I6-01A
81 years, male, white, stage:iv, alive, 2656 days
20533.4
TCGA-DK-AA6S-01A
60 years, male, white, stage:iii, alive, 5050 days
19914.0
TCGA-XF-A9SV-01A
82 years, male, white, stage:iv, dead, 388 days
19523.4
TCGA-CF-A47S-01A
41 years, male, asian, stage:ii, alive, 333 days
19521.2
TCGA-H4-A2HO-01A
53 years, male, white, stage:iii, alive, 46 days
19452.5
TCGA-CF-A47T-01A
58 years, female, asian, stage:ii, dead, 385 days
19276.4
TCGA-DK-A2I1-01A
73 years, female, white, stage:ii, alive, 546 days
18915.1
TCGA-CU-A0YO-01A
84 years, male, white, stage:iv, dead, 149 days
18906.6
TCGA-E7-A97Q-01A
60 years, female, white, stage:iv, dead, 246 days
18811.7
TCGA-E7-A519-01A
72 years, male, white, stage:ii, alive, 508 days
18769.3
TCGA-MV-A51V-01A
75 years, male, white, stage:iii, alive, 410 days
18371.5
TCGA-GD-A2C5-01A
53 years, female, white, stage:iv, alive, 812 days
18331.3
TCGA-DK-A6AV-01A
82 years, female, asian, stage:ii, alive, 1952 days
17877.9
TCGA-GD-A76B-01A
86 years, female, white, stage:ii, dead, 224 days
17694.2
TCGA-XF-AAMJ-01A
70 years, male, asian, stage:iii, dead, 1670 days
17606.1
TCGA-GU-AATP-01A
74 years, male, white, stage:iv, alive, 1003 days
17601.6
TCGA-DK-A6B6-01A
57 years, male, white, stage:ii, alive, 1115 days
17514.3
TCGA-G2-A2EK-01A
57 years, male, white, stage:ii, alive, 485 days
17344.0
TCGA-XF-A9SU-01A
74 years, female, white, stage:iv, dead, 182 days
17342.0
TCGA-C4-A0F6-01A
82 years, female, stage:iii, alive, 700 days
17291.8
TCGA-LT-A5Z6-01A
56 years, male, white, stage:ii, alive, 474 days
17069.1
TCGA-ZF-AA5P-01A
65 years, male, white, stage:iv, alive, 372 days
17031.8
TCGA-GC-A3RD-01A
83 years, female, white, stage:iii, alive, 428 days
16947.0
TCGA-BT-A20W-01A
71 years, male, white, stage:ii, dead, 254 days
16901.5
TCGA-GV-A3JZ-01A
55 years, male, white, stage:iv, alive, 603 days
16860.7
TCGA-XF-AAN0-01A
68 years, male, white, stage:iv, dead, 1718 days
16813.1
TCGA-XF-A9SP-01A
59 years, male, white, stage:iii, dead, 454 days
16742.0
TCGA-DK-A1AE-01A
84 years, male, white, stage:iii, alive, 491 days
16740.1
TCGA-CF-A1HR-01A
62 years, male, asian, stage:iii, alive, 389 days
16677.5
TCGA-DK-AA6T-01A
63 years, male, white, stage:ii, alive, 572 days
16668.6
TCGA-DK-A1AD-01A
69 years, male, white, stage:iv, alive, 3420 days
16628.8
TCGA-GV-A6ZA-01A
54 years, male, white, stage:ii, alive, 691 days
16499.8
TCGA-FJ-A3Z9-01A
72 years, male, white, dead, 385 days
16436.8
TCGA-GC-A6I3-01A
90 years, female, black or african american, stage:iv, alive, 423 days
16426.6
TCGA-E5-A4U1-01A
72 years, male, stage:ii, alive, 1181 days
16318.9
TCGA-DK-AA75-01A
82 years, male, white, stage:iii, dead, 340 days
16227.0
TCGA-UY-A78M-01A
81 years, female, asian, stage:iv, dead, 690 days
16140.4
TCGA-UY-A9PE-01A
87 years, male, white, stage:iv, alive, 189 days
16014.5
TCGA-XF-AAMG-01A
49 years, male, white, stage:iii, alive, 3364 days
15986.4
TCGA-2F-A9KQ-01A
69 years, male, white, stage:iii, alive, 2886 days
15983.7
TCGA-ZF-AA52-01A
70 years, male, white, stage:iii, dead, 1077 days
15604.5
TCGA-BL-A0C8-01A
73 years, male, white, stage:i, alive, 1219 days
15542.0
TCGA-ZF-A9RC-01A
77 years, male, white, stage:iii, alive, 2868 days
15517.6
TCGA-KQ-A41S-01A
87 years, female, white, stage:iii, alive, 35 days
15475.4
TCGA-CF-A47W-01A
42 years, male, asian, stage:ii, alive, 368 days
15402.8
TCGA-FT-A3EE-01A
80 years, female, white, stage:iii, dead, 99 days
15348.8
TCGA-ZF-A9R7-01A
76 years, female, white, stage:ii, alive, 665 days
15165.9
TCGA-UY-A78O-01A
74 years, female, white, stage:ii, alive, 2312 days
15125.5
TCGA-GU-A42R-01A
68 years, male, white, stage:iv, dead, 577 days
15120.3
TCGA-UY-A9PH-01A
73 years, male, white, stage:ii, alive, 1561 days
15044.6
TCGA-BT-A20J-01A
75 years, male, white, stage:ii, dead, 579 days
14993.0
TCGA-UY-A78P-01A
78 years, female, white, stage:ii, alive, 2380 days
14864.3
TCGA-G2-AA3D-01A
60 years, male, white, stage:iv, alive, 2139 days
14532.1
TCGA-UY-A8OD-01A
67 years, female, black or african american, stage:ii, alive, 3432 days
14348.3
TCGA-FD-A62O-01A
74 years, male, white, stage:iv, dead, 216 days
14326.6
TCGA-FJ-A3ZE-01A
65 years, male, white, stage:iv, dead, 324 days
14078.3
TCGA-FD-A5BR-01A
57 years, male, white, stage:ii, alive, 813 days
14043.9
TCGA-K4-AAQO-01A
56 years, male, white, stage:iii, alive, 359 days
14040.2
TCGA-S5-A6DX-01A
83 years, male, white, stage:iv, dead, 56 days
13974.4
TCGA-K4-A83P-01A
77 years, male, white, stage:iv, alive, 495 days
13958.4
TCGA-BT-A20T-01A
63 years, male, white, stage:iv, dead, 453 days
13892.6
TCGA-G2-A3IE-01A
52 years, male, white, stage:ii, dead, 612 days
13878.8
TCGA-ZF-A9R3-01A
53 years, female, white, stage:ii, dead, 949 days
13874.0
TCGA-UY-A9PD-01A
81 years, male, white, stage:iii, alive, 542 days
13824.3
TCGA-GU-AATQ-01A
69 years, male, white, stage:iii, dead, 213 days
13806.5
TCGA-GV-A3QF-01A
79 years, male, white, stage:iv, dead, 617 days
13736.0
TCGA-CF-A8HY-01A
59 years, male, asian, stage:ii, alive, 345 days
13688.6
TCGA-XF-A8HC-01A
79 years, male, asian, stage:iv, dead, 200 days
13687.0
TCGA-G2-A2EC-01A
58 years, female, black or african american, stage:ii, dead, 696 days
13620.9
TCGA-DK-AA6X-01A
63 years, male, white, stage:ii, alive, 467 days
13618.2
TCGA-GU-A764-01A
66 years, male, white, stage:ii, alive, 610 days
13563.4
TCGA-XF-AAN1-01A
75 years, female, stage:iii, dead, 941 days
13520.3
TCGA-GC-A3WC-01A
80 years, female, white, stage:iii, alive, 540 days
13501.9
TCGA-BT-A42F-01A
64 years, male, white, stage:iv, alive, 864 days
13452.1
TCGA-G2-AA3F-01A
77 years, male, white, stage:iv, alive, 893 days
13290.4
TCGA-BT-A42C-01A
64 years, male, white, stage:ii, alive, 873 days
13287.3
TCGA-ZF-AA4X-01A
56 years, male, white, stage:ii, alive, 2044 days
13212.4
TCGA-4Z-AA7Q-01A
79 years, male, white, stage:iii, dead, 510 days
13192.6
TCGA-4Z-AA83-01A
52 years, male, white, stage:ii, alive, 2024 days
13157.2
TCGA-CU-A0YR-01A
84 years, male, white, stage:iv, dead, 460 days
13110.4
TCGA-FD-A3SL-01A
60 years, male, white, stage:iv, dead, 712 days
13082.3
TCGA-4Z-AA84-01A
61 years, male, white, stage:iv, alive, 460 days
13027.9
TCGA-ZF-A9R2-01A
75 years, male, white, stage:ii, alive, 642 days
12890.1
TCGA-K4-A4AC-01A
83 years, male, white, stage:ii, dead, 278 days
12799.6
TCGA-CF-A5U8-01A
59 years, male, asian, stage:ii, alive, 399 days
12630.2
TCGA-4Z-AA7O-01A
64 years, male, black or african american, stage:ii, alive, 512 days
12604.4
TCGA-E5-A2PC-01A
61 years, female, white, stage:iv, alive, 1326 days
12459.6
TCGA-DK-A2I2-01A
63 years, female, white, stage:iv, dead, 237 days
12426.6
TCGA-FD-A6TI-01A
73 years, male, white, stage:iv, dead, 294 days
12395.9
TCGA-4Z-AA7M-01A
65 years, male, white, stage:iii, alive, 495 days
12359.3
TCGA-2F-A9KW-01A
67 years, female, white, stage:iii, dead, 254 days
12291.9
TCGA-BT-A3PK-01A
80 years, male, white, stage:ii, dead, 303 days
12239.4
TCGA-GV-A3QH-01A
67 years, male, white, stage:ii, dead, 258 days
12195.6
TCGA-CU-A72E-01A
76 years, male, white, stage:iv, dead, 413 days
12152.4
TCGA-LT-A8JT-01A
69 years, female, white, stage:ii, alive, 641 days
12150.3
TCGA-K4-A3WU-01B
88 years, male, white, stage:iii, alive, 105 days
11975.8
TCGA-E7-A6MD-01A
66 years, male, white, stage:iv, alive, 129 days
11956.6
TCGA-YC-A9TC-01A
72 years, male, white, stage:iv, dead, 20 days
11776.3
TCGA-CU-A5W6-01A
70 years, male, white, stage:iii, dead, 56 days
11648.7
TCGA-DK-AA76-01A
64 years, female, white, stage:ii, alive, 366 days
11421.1
TCGA-UY-A8OC-01A
90 years, male, white, stage:iv, dead, 92 days
11334.3
TCGA-FD-A43X-01A
84 years, male, white, stage:ii, alive, 110 days
11318.3
TCGA-CF-A3MH-01A
75 years, male, asian, stage:ii, alive, 398 days
11296.2
TCGA-XF-A8HB-01A
50 years, female, stage:ii, alive, 1370 days
11291.1
TCGA-GU-A767-01A
81 years, male, white, stage:iv, dead, 144 days
11282.2
TCGA-FD-A6TG-01A
73 years, male, white, stage:iv, dead, 93 days
11275.3
TCGA-XF-AAN5-01A
61 years, female, white, stage:iii, alive, 2293 days
11214.4
TCGA-SY-A9G0-01A
82 years, male, white, stage:iv, dead, 1008 days
11171.9
TCGA-4Z-AA82-01A
59 years, male, black or african american, stage:iv, dead, 1556 days
11108.3
TCGA-GD-A3OP-01A
84 years, female, white, stage:iv, alive, 64 days
11075.0
TCGA-GV-A3JV-01A
66 years, male, white, stage:iv, dead, 434 days
11061.0
TCGA-CF-A27C-01A
52 years, male, asian, stage:iii, alive, 425 days
10990.6
TCGA-DK-AA6U-01A
64 years, male, white, stage:ii, alive, 578 days
10974.8
TCGA-4Z-AA7N-01A
66 years, male, white, stage:iii, dead, 1367 days
10943.3
TCGA-C4-A0F1-01A
71 years, male, stage:iii, alive, 89 days
10847.6
TCGA-FD-A62P-01A
76 years, male, white, stage:ii, dead, 191 days
10781.5
TCGA-XF-A9SJ-01A
83 years, male, white, stage:iv, dead, 98 days
10715.1
TCGA-E7-A85H-01A
64 years, male, asian, stage:iii, alive, 394 days
10702.0
TCGA-2F-A9KO-01A
63 years, male, white, stage:iv, dead, 734 days
10628.5
TCGA-DK-AA6P-01A
72 years, female, white, stage:ii, alive, 457 days
10594.6
TCGA-FD-A6TF-01A
80 years, female, white, stage:iv, dead, 69 days
10578.0
TCGA-XF-A8HI-01A
57 years, female, white, stage:iv, dead, 544 days
10539.9
TCGA-ZF-AA4T-01A
65 years, male, white, stage:iv, dead, 599 days
10518.1
TCGA-BT-A20N-01A
72 years, male, stage:iii, dead, 795 days
10484.8
TCGA-YC-A8S6-01A
71 years, male, white, stage:ii, alive, 293 days
10442.3
TCGA-DK-AA6W-01A
79 years, male, white, stage:ii, dead, 415 days
10430.1
TCGA-XF-AAMW-01A
79 years, female, white, stage:iv, dead, 253 days
10376.1
TCGA-UY-A78K-01A
60 years, male, white, stage:iv, dead, 536 days
10299.5
TCGA-YC-A89H-01A
78 years, female, white, stage:ii, alive, 573 days
10289.7
TCGA-GU-A763-01A
72 years, male, white, stage:iii, alive, 997 days
10282.5
TCGA-BT-A20Q-01A
73 years, male, white, stage:iv, dead, 593 days
10230.0
TCGA-G2-A2EL-01A
77 years, male, white, stage:ii, dead, 819 days
10186.0
TCGA-DK-A3IT-01A
62 years, male, white, stage:iii, alive, 648 days
10165.7
TCGA-XF-A9SL-01A
69 years, male, white, stage:iv, dead, 2020 days
10069.2
TCGA-GC-A3YS-01A
61 years, male, white, stage:iv, alive, 758 days
10039.3
TCGA-XF-A9T5-01A
78 years, female, white, stage:iv, alive, 2027 days
10036.9
TCGA-FD-A3SN-01A
79 years, male, white, stage:iii, alive, 887 days
10035.0
TCGA-CF-A5UA-01A
67 years, male, asian, stage:ii, alive, 365 days
9932.7
TCGA-DK-A3IN-01A
72 years, male, white, stage:iii, dead, 250 days
9902.1
TCGA-GU-A42P-01A
72 years, male, white, stage:iv, dead, 332 days
9858.5
TCGA-XF-A8HE-01A
47 years, male, white, stage:iii, alive, 3817 days
9810.7
TCGA-XF-AAMY-01A
78 years, male, white, stage:iii, alive, 3011 days
9806.0
TCGA-ZF-A9RL-01A
61 years, male, white, stage:ii, alive, 2703 days
9769.8
TCGA-ZF-AA4U-01A
70 years, male, white, stage:iii, dead, 262 days
9759.0
TCGA-K4-A3WS-01A
66 years, male, white, stage:iii, alive, 761 days
9715.3
TCGA-FD-A6TD-01A
77 years, male, white, stage:iii, dead, 386 days
9703.2
TCGA-YF-AA3M-01A
57 years, male, stage:ii, alive, 415 days
9666.0
TCGA-BT-A2LB-01A
73 years, female, white, stage:iii, dead, 492 days
9613.2
TCGA-DK-A3WX-01A
67 years, female, white, stage:iii, dead, 321 days
9528.9
TCGA-DK-A3IS-01A
68 years, male, white, stage:ii, alive, 1529 days
9484.9
TCGA-ZF-AA4R-01A
67 years, male, white, stage:iv, dead, 1036 days
9456.0
TCGA-XF-AAME-01A
64 years, female, white, stage:ii, dead, 2828 days
9422.4
TCGA-BT-A2LD-01A
78 years, female, white, stage:iv, dead, 623 days
9226.5
TCGA-XF-AAMX-01A
87 years, female, black or african american, stage:iii, dead, 206 days
9191.2
TCGA-BT-A0YX-01A
70 years, female, white, stage:iii, dead, 400 days
9184.9
TCGA-XF-A8HD-01A
77 years, male, white, stage:iii, alive, 2964 days
9145.4
TCGA-GU-A766-01A
62 years, male, white, stage:ii, alive, 480 days
9119.1
TCGA-XF-A9SW-01A
85 years, male, white, stage:iv, dead, 362 days
9076.6
TCGA-BT-A20P-01A
81 years, female, white, stage:iii, dead, 544 days
9062.8
TCGA-FD-A6TB-01A
82 years, male, white, stage:iii, alive, 572 days
9019.9
TCGA-DK-A6B0-01A
61 years, male, white, stage:ii, alive, 2330 days
9016.6
TCGA-2F-A9KR-01A
59 years, female, stage:iii, dead, 3183 days
9005.4
TCGA-4Z-AA81-01A
80 years, male, white, stage:ii, dead, 1270 days
8980.0
TCGA-GV-A3JW-01A
74 years, male, white, stage:ii, alive, 649 days
8896.8
TCGA-FD-A3SJ-01A
59 years, male, white, stage:iv, dead, 739 days
8880.6
TCGA-XF-AAMR-01A
48 years, male, white, stage:iii, alive, 2790 days
8801.9
TCGA-UY-A78N-01A
79 years, male, white, stage:iv, dead, 2641 days
8771.4
TCGA-FD-A43S-01A
71 years, female, white, stage:iii, alive, 455 days
8614.9
TCGA-ZF-A9RE-01A
78 years, female, white, stage:ii, dead, 106 days
8605.6
TCGA-XF-A9T3-01A
69 years, female, white, stage:iv, alive, 68 days
8600.0
TCGA-5N-A9KM-01A
73 years, female, white, stage:iii, dead, 530 days
8587.6
TCGA-FD-A3B7-01A
66 years, male, black or african american, stage:iii, dead, 122 days
8564.8
TCGA-FD-A3SS-01A
66 years, male, white, stage:iv, dead, 391 days
8524.3
TCGA-GV-A40E-01A
75 years, male, white, stage:ii, dead, 261 days
8515.5
TCGA-GV-A40G-01A
77 years, male, white, stage:ii, alive, 580 days
8502.0
TCGA-BL-A5ZZ-01A
80 years, female, white, stage:iii, alive, 377 days
8449.6
TCGA-GU-A42Q-01A
67 years, male, white, stage:iii, dead, 344 days
8416.6
TCGA-UY-A8OB-01A
64 years, male, white, stage:iv, alive, 2109 days
8414.8
TCGA-ZF-A9RM-01A
70 years, male, white, stage:ii, alive, 1455 days
8410.5
TCGA-G2-A2ES-01A
85 years, male, white, stage:ii, dead, 1004 days
8404.8
TCGA-ZF-AA4W-01A
56 years, male, white, stage:iii, alive, 1830 days
8388.1
TCGA-LC-A66R-01A
78 years, male, white, stage:iv, alive, 466 days
8329.8
TCGA-K4-A6MB-01A
64 years, male, white, stage:iv, alive, 469 days
8261.2
TCGA-DK-A1AG-01A
66 years, male, white, stage:iii, alive, 475 days
8121.7
TCGA-K4-A3WV-01A
77 years, female, white, stage:ii, alive, 646 days
8105.4
TCGA-BT-A20X-01A
56 years, male, white, stage:iv, dead, 251 days
7844.5
TCGA-XF-A9ST-01A
68 years, male, white, stage:iii, dead, 128 days
7818.9
TCGA-FD-A5C1-01A
61 years, female, white, stage:iii, alive, 1792 days
7757.9
TCGA-E7-A3X6-01A
70 years, male, white, stage:ii, dead, 904 days
7718.9
TCGA-BT-A20R-01A
79 years, female, white, stage:iv, dead, 154 days
7716.9
TCGA-FT-A61P-01A
76 years, male, white, stage:iv, alive, 337 days
7711.9
TCGA-ZF-AA4N-01A
74 years, male, white, stage:ii, dead, 88 days
7705.8
TCGA-XF-AAMZ-01A
81 years, female, white, stage:iv, dead, 1348 days
7699.8
TCGA-BT-A3PH-01A
76 years, male, white, stage:iv, dead, 142 days
7689.2
TCGA-ZF-A9R1-01A
81 years, male, white, stage:iv, alive, 773 days
7682.9
TCGA-4Z-AA87-01A
72 years, male, black or african american, stage:iii, alive, 1454 days
7632.0
TCGA-4Z-AA7S-01A
66 years, male, black or african american, stage:iii, dead, 1064 days
7616.7
TCGA-E7-A678-01A
55 years, male, asian, stage:iii, alive, 798 days
7508.5
TCGA-4Z-AA89-01A
61 years, male, white, stage:iv, alive, 902 days
7486.7
TCGA-CF-A1HS-01A
75 years, female, asian, stage:iii, alive, 382 days
7466.8
TCGA-E7-A8O7-01A
52 years, male, asian, stage:ii, alive, 466 days
7454.6
TCGA-FD-A3NA-01A
60 years, male, white, stage:ii, alive, 1845 days
7430.4
TCGA-DK-A1A3-01A
60 years, male, white, stage:iv, dead, 665 days
7372.4
TCGA-DK-A1AA-01A
57 years, male, white, stage:iii, alive, 578 days
7348.4
TCGA-XF-A9T0-01A
69 years, male, white, stage:iii, alive, 799 days
7333.1
TCGA-ZF-A9R4-01A
83 years, male, white, stage:ii, alive, 921 days
7295.1
TCGA-DK-A1AF-01A
84 years, female, white, stage:iv, alive, 536 days
7272.9
TCGA-XF-AAMT-01A
75 years, female, white, stage:iv, dead, 90 days
7267.5
TCGA-FD-A43P-01A
74 years, male, black or african american, stage:ii, alive, 832 days
7262.4
TCGA-BT-A20U-01A
70 years, female, white, stage:iii, dead, 455 days
7185.3
TCGA-5N-A9KI-01A
76 years, female, white, stage:iii, dead, 76 days
7172.5
TCGA-GC-A3BM-01A
70 years, male, white, stage:ii, dead, 651 days
7119.9
TCGA-G2-A3VY-01A
66 years, male, asian, stage:ii, alive, 536 days
7091.7
TCGA-FD-A5BZ-01A
77 years, female, white, stage:iv, dead, 835 days
7085.5
TCGA-CU-A3QU-01A
58 years, male, white, stage:iv, alive, 158 days
7066.4
TCGA-FD-A3SP-01A
60 years, male, white, stage:iii, alive, 783 days
7045.8
TCGA-DK-AA6Q-01A
61 years, female, white, stage:iv, dead, 413 days
7023.3
TCGA-CF-A3MG-01A
48 years, male, asian, stage:ii, alive, 369 days
7004.7
TCGA-FD-A6TA-01A
58 years, male, white, stage:iv, alive, 1912 days
6982.9
TCGA-XF-AAN4-01A
77 years, female, white, stage:iii, dead, 823 days
6828.0
TCGA-2F-A9KP-01A
66 years, male, white, stage:iv, dead, 364 days
6819.1
TCGA-HQ-A5ND-01A
78 years, male, stage:iv, dead, 274 days
6795.5
TCGA-FD-A6TE-01A
54 years, male, white, stage:iv, alive, 376 days
6791.4
TCGA-FD-A5BS-01A
68 years, male, white, stage:iii, alive, 1639 days
6787.3
TCGA-ZF-AA5H-01A
60 years, female, white, stage:iv, alive, 897 days
6785.2
TCGA-GC-A3I6-01A
45 years, male, white, stage:iii, dead, 630 days
6769.3
TCGA-ZF-A9R5-01A
59 years, male, white, stage:iii, alive, 1090 days
6738.8
TCGA-GV-A3QI-01A
47 years, male, white, stage:iii, alive, 1110 days
6736.7
TCGA-XF-A9T2-01A
54 years, male, white, stage:iii, dead, 575 days
6722.8
TCGA-DK-A6B2-01A
70 years, male, white, stage:iv, alive, 477 days
6705.9
TCGA-DK-A6B1-01A
67 years, male, white, stage:ii, alive, 2049 days
6700.3
TCGA-K4-A6FZ-01A
75 years, female, white, stage:iii, alive, 55 days
6689.1
TCGA-BT-A20O-01A
75 years, male, white, stage:iii, dead, 370 days
6627.3
TCGA-ZF-A9RF-01A
74 years, male, white, stage:ii, alive, 1949 days
6608.3
TCGA-FD-A5BX-01A
82 years, male, white, stage:iv, dead, 173 days
6606.1
TCGA-GC-A3OO-01A
79 years, male, white, stage:ii, alive, 481 days
6529.8
TCGA-C4-A0F7-01A
77 years, male, stage:iv, dead, 62 days
6468.7
TCGA-XF-AAN3-01A
76 years, male, white, stage:iv, alive, 2625 days
6437.1
TCGA-ZF-A9RD-01A
75 years, female, white, stage:iv, dead, 408 days
6409.3
TCGA-UY-A9PA-01A
48 years, male, white, stage:iii, alive, 119 days
6322.6
TCGA-FD-A5C0-01A
61 years, male, white, stage:iv, dead, 550 days
6253.4
TCGA-ZF-AA53-01A
60 years, male, white, stage:ii, alive, 1761 days
6242.8
TCGA-DK-A3IQ-01A
74 years, male, white, stage:iii, dead, 539 days
6185.4
TCGA-GD-A6C6-01A
64 years, male, white, stage:iii, alive, 67 days
6036.2
TCGA-GV-A3JX-01A
59 years, male, white, stage:iii, alive, 581 days
6034.2
TCGA-XF-AAN2-01A
73 years, male, white, stage:ii, dead, 1869 days
6023.8
TCGA-HQ-A2OE-01A
male, alive, 1174 days
5991.9
TCGA-DK-A3IM-01A
77 years, male, white, stage:iii, dead, 248 days
5981.7
TCGA-FD-A3SM-01A
70 years, male, white, stage:iv, dead, 547 days
5975.4
TCGA-XF-AAN8-01A
74 years, female, white, stage:iii, dead, 118 days
5955.3
TCGA-XF-A9SY-01A
60 years, female, white, stage:iv, alive, 640 days
5955.0
TCGA-XF-A9T8-01A
64 years, male, white, stage:iii, dead, 418 days
5952.1
TCGA-FD-A3B5-01A
86 years, male, black or african american, stage:iv, dead, 272 days
5926.6
TCGA-CF-A9FM-01A
50 years, male, asian, stage:i, alive, 398 days
5925.3
TCGA-E7-A7XN-01A
67 years, male, asian, stage:iii, alive, 428 days
5891.3
TCGA-BL-A13J-01A
65 years, male, white, stage:iv, dead, 81 days
5869.2
TCGA-E7-A5KE-01A
78 years, female, asian, stage:ii, alive, 17 days
5822.7
TCGA-CU-A0YN-01A
60 years, male, white, stage:iii, dead, 393 days
5806.5
TCGA-K4-A54R-01A
59 years, male, white, stage:ii, alive, 842 days
5804.1
TCGA-XF-AAML-01A
75 years, male, white, stage:ii, dead, 232 days
5745.0
TCGA-GU-A762-01A
87 years, male, white, stage:iv, dead, 232 days
5725.9
TCGA-E7-A677-01A
81 years, male, asian, stage:ii, alive, 820 days
5691.1
TCGA-UY-A78L-01A
62 years, male, white, stage:iv, alive, 1127 days
5671.7
TCGA-G2-AA3C-01A
66 years, male, white, stage:iv, dead, 211 days
5657.2
TCGA-DK-AA6R-01A
69 years, male, white, stage:iv, alive, 5041 days
5585.0
TCGA-FD-A43Y-01A
65 years, male, white, stage:iii, dead, 474 days
5535.9
TCGA-ZF-AA56-01A
79 years, female, white, stage:iii, dead, 259 days
5519.5
TCGA-H4-A2HQ-01A
64 years, female, black or african american, stage:iv, alive, 590 days
5487.1
TCGA-K4-A4AB-01B
76 years, male, white, stage:iii, alive, 84 days
5480.1
TCGA-FD-A6TK-01A
60 years, male, white, stage:iii, alive, 330 days
5409.2
TCGA-XF-A9SK-01A
65 years, male, white, stage:iv, dead, 486 days
5390.0
TCGA-SY-A9G5-01A
66 years, male, white, stage:iii, alive, 1186 days
5380.1
TCGA-DK-AA74-01A
75 years, male, white, stage:iii, alive, 1708 days
5375.9
TCGA-K4-A5RI-01A
67 years, female, white, stage:iii, dead, 356 days
5375.2
TCGA-XF-A9T6-01A
88 years, female, white, stage:iii, alive, 64 days
5372.3
TCGA-G2-A2EJ-01A
56 years, female, white, stage:ii, alive, 1460 days
5352.4
TCGA-FD-A3B8-01A
56 years, male, white, stage:ii, alive, 384 days
5319.5
TCGA-DK-A3IU-01A
58 years, male, white, stage:ii, dead, 706 days
5318.4
TCGA-G2-A2EF-01A
50 years, male, white, stage:ii, alive, 1884 days
5296.9
TCGA-FD-A3N6-01A
43 years, female, black or african american, stage:ii, alive, 851 days
5278.3
TCGA-PQ-A6FN-01A
78 years, female, white, stage:iii, alive, 507 days
5235.2
TCGA-DK-A1A6-01A
53 years, male, white, stage:iv, alive, 2020 days
5215.9
TCGA-XF-AAMQ-01A
59 years, female, white, stage:ii, alive, 2177 days
5136.3
TCGA-BT-A2LA-01A
54 years, male, white, stage:iii, alive, 522 days
5127.7
TCGA-ZF-AA4V-01A
66 years, male, white, stage:iii, alive, 1806 days
5112.4
TCGA-XF-AAMH-01A
80 years, male, white, stage:iv, dead, 344 days
5065.9
TCGA-2F-A9KT-01A
83 years, male, white, stage:ii, alive, 3314 days
5047.3
TCGA-E7-A7DV-01A
44 years, male, white, stage:iv, alive, 37 days
5032.8
TCGA-GD-A3OS-01A
54 years, female, white, stage:ii, alive, 638 days
5025.5
TCGA-DK-A3WY-01A
67 years, female, white, stage:iii, alive, 4967 days
5015.6
TCGA-E7-A6MF-01A
37 years, male, asian, stage:ii, alive, 750 days
4981.0
TCGA-BT-A0S7-01A
75 years, male, white, stage:iii, dead, 200 days
4976.4
TCGA-DK-A6B5-01A
45 years, male, white, stage:iv, alive, 1542 days
4942.4
TCGA-DK-AA77-01A
61 years, male, white, stage:ii, alive, 618 days
4907.9
TCGA-BT-A20V-01A
59 years, female, black or african american, stage:iv, dead, 154 days
4889.4
TCGA-FD-A3SO-01A
68 years, male, white, stage:iv, dead, 168 days
4848.5
TCGA-DK-A3WW-01A
57 years, male, white, stage:iii, alive, 633 days
4817.2
TCGA-DK-AA6M-01A
64 years, female, white, stage:ii, alive, 1582 days
4806.2
TCGA-XF-A9SM-01A
76 years, male, white, stage:iii, alive, 1048 days
4788.0
TCGA-HQ-A5NE-01A
56 years, male, stage:iii, dead, 370 days
4786.9
TCGA-FD-A3B3-01A
74 years, female, white, stage:iii, dead, 974 days
4744.6
TCGA-G2-A2EO-01A
69 years, male, white, stage:iii, dead, 1804 days
4709.0
TCGA-XF-A9SZ-01A
79 years, male, white, stage:iv, dead, 859 days
4708.6
TCGA-FD-A62N-01A
69 years, male, asian, stage:iii, alive, 82 days
4700.7
TCGA-4Z-AA80-01A
73 years, male, white, stage:ii, dead, 19 days
4664.2
TCGA-DK-A1A5-01A
79 years, male, white, stage:ii, dead, 65 days
4658.4
TCGA-BL-A3JM-01A
63 years, male, white, stage:iii, dead, 205 days
4640.8
TCGA-C4-A0EZ-01A
69 years, female, stage:iv, dead, 273 days
4598.8
TCGA-FD-A3SQ-01A
62 years, male, white, stage:iv, dead, 1423 days
4554.4
TCGA-DK-A2I4-01A
79 years, male, white, stage:iii, alive, 4343 days
4551.2
TCGA-FJ-A871-01A
49 years, male, white, stage:iii, dead, 272 days
4525.1
TCGA-FD-A6TC-01A
79 years, female, white, stage:iii, alive, 187 days
4485.7
TCGA-DK-A3IV-01A
60 years, male, white, stage:ii, dead, 294 days
4393.0
TCGA-BL-A13I-01A
57 years, female, white, stage:iii, dead, 223 days
4384.8
TCGA-R3-A69X-01A
70 years, male, white, stage:iii, alive, 433 days
4355.6
TCGA-DK-AA71-01A
71 years, male, white, stage:ii, alive, 415 days
4295.3
TCGA-E7-A97P-01A
73 years, male, asian, stage:ii, dead, 437 days
4292.3
TCGA-XF-A9SX-01A
63 years, female, white, stage:iv, dead, 719 days
4291.0
TCGA-DK-A3X2-01A
85 years, male, white, stage:iv, dead, 547 days
4289.6
TCGA-GC-A3RB-01A
54 years, male, white, stage:iii, alive, 582 days
4266.6
TCGA-XF-AAN7-01A
60 years, male, white, stage:iv, dead, 565 days
4247.6
TCGA-BT-A3PJ-01A
76 years, male, white, stage:iii, alive, 789 days
4239.3
TCGA-E5-A4TZ-01A
64 years, male, white, stage:iv, dead, 467 days
4193.8
TCGA-C4-A0F0-01A
60 years, male, stage:ii, alive, 59 days
4136.1
TCGA-GC-A3RC-01A
59 years, male, white, stage:ii, alive, 484 days
4106.9
TCGA-GD-A3OQ-01A
48 years, male, white, stage:iv, alive, 95 days
4058.6
TCGA-GC-A6I1-01A
90 years, female, white, stage:ii, dead, 272 days
4049.6
TCGA-GU-AATO-01A
75 years, male, white, stage:iv, dead, 324 days
4012.8
TCGA-XF-A9SI-01A
73 years, female, asian, stage:ii, alive, 2423 days
3939.7
TCGA-4Z-AA7W-01A
55 years, male, white, stage:ii, alive, 840 days
3933.6
TCGA-E7-A5KF-01A
67 years, male, asian, stage:ii, alive, 20 days
3885.5
TCGA-ZF-AA58-01A
61 years, female, white, stage:iv, alive, 1649 days
3861.7
TCGA-FD-A3B6-01A
75 years, male, white, stage:ii, dead, 1005 days
3859.2
TCGA-GC-A4ZW-01A
71 years, male, white, stage:iii, alive, 15 days
3830.7
TCGA-K4-A5RJ-01A
75 years, male, white, stage:ii, alive, 539 days
3815.0
TCGA-FD-A62S-01A
60 years, female, black or african american, stage:iii, dead, 406 days
3785.3
TCGA-DK-A1AC-01A
72 years, male, white, stage:iii, alive, 3981 days
3733.0
TCGA-4Z-AA7Y-01A
60 years, male, white, stage:ii, alive, 1522 days
3684.9
TCGA-E7-A6ME-01A
75 years, male, asian, stage:ii, alive, 731 days
3674.0
TCGA-4Z-AA86-01A
67 years, male, black or african american, stage:iv, dead, 311 days
3672.3
TCGA-ZF-AA5N-01A
62 years, female, white, stage:iv, dead, 168 days
3639.1
TCGA-FD-A5BT-01A
84 years, male, white, stage:iii, dead, 328 days
3610.4
TCGA-FD-A3N5-01A
69 years, male, black or african american, stage:ii, dead, 685 days
3542.4
TCGA-CU-A3KJ-01A
75 years, male, white, stage:iii, alive, 562 days
3509.8
TCGA-PQ-A6FI-01A
70 years, male, white, stage:ii, alive, 372 days
3505.2
TCGA-DK-A2HX-01A
80 years, female, white, stage:iv, dead, 1420 days
3474.1
TCGA-DK-A1AB-01A
74 years, female, white, stage:iv, dead, 508 days
3400.1
TCGA-UY-A9PB-01A
49 years, male, white, stage:iii, alive, 899 days
3333.5
TCGA-FD-A5BU-01A
76 years, female, black or african american, stage:ii, alive, 588 days
3261.4
TCGA-G2-A3IB-01A
66 years, male, black or african american, stage:ii, dead, 220 days
3226.4
TCGA-K4-A5RH-01A
69 years, male, white, stage:iii, alive, 276 days
3215.9
TCGA-FD-A6TH-01A
63 years, male, white, stage:iv, dead, 131 days
3172.1
TCGA-DK-AA6L-01A
48 years, male, white, stage:iv, dead, 1163 days
3118.9
TCGA-HQ-A2OF-01A
52 years, female, stage:iii, alive, 1947 days
2975.1
TCGA-FD-A5BY-01A
63 years, female, white, stage:iii, alive, 251 days
2484.4
TCGA-ZF-A9RN-01A
67 years, female, white, stage:iii, dead, 615 days
2356.2
TCGA-FD-A3B4-01A
55 years, female, black or african american, stage:iii, dead, 510 days
2277.1
TCGA-XF-A9T4-01A
48 years, male, white, stage:iv, dead, 495 days
2105.0
TCGA-FD-A3SR-01A
68 years, male, white, stage:iv, dead, 602 days
1622.8
TCGA-ZF-AA54-01A
71 years, male, white, stage:iii, dead, 590 days
1035.2
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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.