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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
7262.9
Number of samples
406
Samples
Sample
Description
FPKM
TCGA-CF-A3MF-01A
34 years, male, asian, stage:iii, alive, 383 days
56502.9
TCGA-DK-A1A7-01A
67 years, female, white, stage:iv, alive, 560 days
42256.2
TCGA-FJ-A3Z7-01A
76 years, male, white, stage:iv, alive, 945 days
42191.7
TCGA-XF-A8HG-01A
69 years, male, white, stage:iii, dead, 467 days
33289.2
TCGA-CF-A3MI-01A
62 years, male, asian, stage:ii, alive, 370 days
31101.7
TCGA-DK-A3X1-01A
78 years, female, white, stage:iii, alive, 2009 days
29303.5
TCGA-ZF-A9R9-01A
58 years, male, white, stage:iv, dead, 864 days
29243.4
TCGA-CF-A8HX-01A
55 years, female, asian, stage:ii, alive, 345 days
28468.4
TCGA-CF-A47Y-01A
55 years, male, asian, stage:ii, alive, 373 days
26476.0
TCGA-ZF-A9R0-01A
82 years, male, white, stage:iii, dead, 680 days
24822.6
TCGA-XF-A9SH-01A
65 years, female, asian, stage:ii, dead, 1971 days
22772.7
TCGA-CF-A9FF-01A
52 years, male, asian, stage:ii, alive, 361 days
22412.8
TCGA-GV-A3QK-01B
56 years, female, white, stage:iv, alive, 832 days
22124.4
TCGA-KQ-A41R-01A
80 years, female, white, stage:ii, alive, 1350 days
20520.2
TCGA-E7-A8O8-01A
59 years, male, asian, stage:ii, alive, 13 days
20495.9
TCGA-DK-A3IK-01A
87 years, male, white, stage:iv, dead, 146 days
20272.3
TCGA-XF-A8HF-01A
80 years, male, white, stage:iii, dead, 2954 days
19474.5
TCGA-E7-A4XJ-01A
66 years, male, asian, stage:ii, dead, 68 days
18917.5
TCGA-UY-A9PF-01A
78 years, male, white, stage:iv, alive, 117 days
17597.9
TCGA-H4-A2HO-01A
53 years, male, white, stage:iii, alive, 46 days
17472.0
TCGA-G2-AA3B-01A
75 years, female, white, stage:ii, alive, 2008 days
17448.8
TCGA-DK-A3IL-01A
79 years, female, white, stage:iv, dead, 413 days
17231.9
TCGA-CU-A3YL-01A
67 years, male, white, stage:iii, alive, 906 days
17097.8
TCGA-E7-A3Y1-01A
57 years, male, white, stage:ii, alive, 163 days
16871.3
TCGA-KQ-A41P-01A
76 years, male, white, stage:iv, alive, 1094 days
16618.1
TCGA-KQ-A41N-01A
73 years, male, black or african american, stage:iii, alive, 1604 days
16513.9
TCGA-S5-AA26-01A
46 years, male, black or african american, stage:iii, alive, 503 days
16455.0
TCGA-KQ-A41Q-01A
89 years, male, white, stage:iii, alive, 1429 days
16389.1
TCGA-BT-A42E-01A
74 years, male, white, stage:iii, alive, 1108 days
15993.3
TCGA-ZF-A9RC-01A
77 years, male, white, stage:iii, alive, 2868 days
15920.4
TCGA-CF-A9FL-01A
85 years, male, asian, stage:iii, dead, 565 days
15824.4
TCGA-ZF-AA51-01A
69 years, female, white, stage:ii, alive, 1714 days
15576.7
TCGA-CF-A47S-01A
41 years, male, asian, stage:ii, alive, 333 days
15465.3
TCGA-E7-A7PW-01A
63 years, male, asian, stage:iii, alive, 416 days
15119.1
TCGA-CF-A47X-01A
60 years, male, asian, stage:ii, alive, 384 days
14901.8
TCGA-FD-A5BV-01A
47 years, female, white, stage:iii, dead, 163 days
14617.8
TCGA-G2-A2EK-01A
57 years, male, white, stage:ii, alive, 485 days
14216.6
TCGA-G2-A3IE-01A
52 years, male, white, stage:ii, dead, 612 days
13873.4
TCGA-FJ-A3ZF-01A
73 years, male, white, stage:iii, alive, 524 days
13798.2
TCGA-XF-A9SV-01A
82 years, male, white, stage:iv, dead, 388 days
13640.3
TCGA-GD-A76B-01A
86 years, female, white, stage:ii, dead, 224 days
13427.6
TCGA-E7-A97Q-01A
60 years, female, white, stage:iv, dead, 246 days
13426.5
TCGA-FD-A43N-01A
76 years, male, white, stage:iii, alive, 230 days
13356.8
TCGA-CF-A7I0-01A
54 years, male, asian, stage:ii, alive, 368 days
13339.5
TCGA-KQ-A41O-01A
84 years, male, stage:iv, alive, 1538 days
12901.5
TCGA-CU-A0YO-01A
84 years, male, white, stage:iv, dead, 149 days
12827.2
TCGA-FJ-A3ZE-01A
65 years, male, white, stage:iv, dead, 324 days
12714.1
TCGA-DK-A6AW-01A
70 years, male, white, stage:ii, alive, 1621 days
12606.1
TCGA-KQ-A41S-01A
87 years, female, white, stage:iii, alive, 35 days
12531.1
TCGA-GV-A3QF-01A
79 years, male, white, stage:iv, dead, 617 days
12475.9
TCGA-GU-AATP-01A
74 years, male, white, stage:iv, alive, 1003 days
12429.5
TCGA-XF-A9SU-01A
74 years, female, white, stage:iv, dead, 182 days
12132.0
TCGA-CF-A47V-01A
52 years, male, asian, stage:ii, alive, 379 days
12093.7
TCGA-UY-A8OD-01A
67 years, female, black or african american, stage:ii, alive, 3432 days
12040.2
TCGA-DK-A6B6-01A
57 years, male, white, stage:ii, alive, 1115 days
11800.4
TCGA-DK-A2I1-01A
73 years, female, white, stage:ii, alive, 546 days
11730.8
TCGA-FJ-A3Z9-01A
72 years, male, white, dead, 385 days
11681.7
TCGA-MV-A51V-01A
75 years, male, white, stage:iii, alive, 410 days
11602.5
TCGA-XF-AAMG-01A
49 years, male, white, stage:iii, alive, 3364 days
11483.3
TCGA-DK-A1AD-01A
69 years, male, white, stage:iv, alive, 3420 days
11480.7
TCGA-CF-A47T-01A
58 years, female, asian, stage:ii, dead, 385 days
11480.4
TCGA-DK-AA75-01A
82 years, male, white, stage:iii, dead, 340 days
11435.1
TCGA-LT-A5Z6-01A
56 years, male, white, stage:ii, alive, 474 days
11228.4
TCGA-XF-AAMJ-01A
70 years, male, asian, stage:iii, dead, 1670 days
11207.9
TCGA-ZF-A9R7-01A
76 years, female, white, stage:ii, alive, 665 days
11195.4
TCGA-BL-A0C8-01A
73 years, male, white, stage:i, alive, 1219 days
11140.8
TCGA-GC-A3RD-01A
83 years, female, white, stage:iii, alive, 428 days
11056.6
TCGA-DK-AA6S-01A
60 years, male, white, stage:iii, alive, 5050 days
10943.7
TCGA-2F-A9KQ-01A
69 years, male, white, stage:iii, alive, 2886 days
10861.3
TCGA-XF-A8HH-01A
61 years, female, white, stage:iv, dead, 57 days
10822.6
TCGA-DK-AA6T-01A
63 years, male, white, stage:ii, alive, 572 days
10707.7
TCGA-UY-A9PE-01A
87 years, male, white, stage:iv, alive, 189 days
10648.2
TCGA-ZF-AA5P-01A
65 years, male, white, stage:iv, alive, 372 days
10448.2
TCGA-DK-A2I6-01A
81 years, male, white, stage:iv, alive, 2656 days
10443.9
TCGA-G2-AA3D-01A
60 years, male, white, stage:iv, alive, 2139 days
10417.1
TCGA-GV-A3QH-01A
67 years, male, white, stage:ii, dead, 258 days
10391.0
TCGA-DK-A1AE-01A
84 years, male, white, stage:iii, alive, 491 days
10327.1
TCGA-4Z-AA7O-01A
64 years, male, black or african american, stage:ii, alive, 512 days
10307.9
TCGA-C4-A0F6-01A
82 years, female, stage:iii, alive, 700 days
10276.9
TCGA-4Z-AA7R-01A
73 years, male, black or african american, stage:iv, dead, 522 days
10154.7
TCGA-E7-A519-01A
72 years, male, white, stage:ii, alive, 508 days
10108.3
TCGA-G2-A2EC-01A
58 years, female, black or african american, stage:ii, dead, 696 days
10097.9
TCGA-XF-AAMY-01A
78 years, male, white, stage:iii, alive, 3011 days
10051.0
TCGA-GV-A6ZA-01A
54 years, male, white, stage:ii, alive, 691 days
10041.4
TCGA-DK-AA6P-01A
72 years, female, white, stage:ii, alive, 457 days
9876.7
TCGA-4Z-AA83-01A
52 years, male, white, stage:ii, alive, 2024 days
9794.5
TCGA-GD-A2C5-01A
53 years, female, white, stage:iv, alive, 812 days
9781.9
TCGA-K4-A3WS-01A
66 years, male, white, stage:iii, alive, 761 days
9741.2
TCGA-E7-A6MD-01A
66 years, male, white, stage:iv, alive, 129 days
9606.1
TCGA-DK-AA6X-01A
63 years, male, white, stage:ii, alive, 467 days
9605.2
TCGA-BT-A3PK-01A
80 years, male, white, stage:ii, dead, 303 days
9595.6
TCGA-4Z-AA7N-01A
66 years, male, white, stage:iii, dead, 1367 days
9556.4
TCGA-ZF-A9RL-01A
61 years, male, white, stage:ii, alive, 2703 days
9555.2
TCGA-E5-A2PC-01A
61 years, female, white, stage:iv, alive, 1326 days
9535.3
TCGA-FD-A3SS-01A
66 years, male, white, stage:iv, dead, 391 days
9519.4
TCGA-FT-A3EE-01A
80 years, female, white, stage:iii, dead, 99 days
9438.1
TCGA-LT-A8JT-01A
69 years, female, white, stage:ii, alive, 641 days
9412.3
TCGA-ZF-AA52-01A
70 years, male, white, stage:iii, dead, 1077 days
9262.4
TCGA-GV-A3JZ-01A
55 years, male, white, stage:iv, alive, 603 days
9186.7
TCGA-FD-A5BR-01A
57 years, male, white, stage:ii, alive, 813 days
9014.6
TCGA-FD-A43X-01A
84 years, male, white, stage:ii, alive, 110 days
8987.0
TCGA-4Z-AA7M-01A
65 years, male, white, stage:iii, alive, 495 days
8951.3
TCGA-GU-A42P-01A
72 years, male, white, stage:iv, dead, 332 days
8920.4
TCGA-K4-AAQO-01A
56 years, male, white, stage:iii, alive, 359 days
8705.5
TCGA-G2-AA3F-01A
77 years, male, white, stage:iv, alive, 893 days
8619.7
TCGA-GU-A42R-01A
68 years, male, white, stage:iv, dead, 577 days
8608.5
TCGA-4Z-AA7Q-01A
79 years, male, white, stage:iii, dead, 510 days
8577.6
TCGA-E7-A4IJ-01A
56 years, male, asian, stage:ii, dead, 674 days
8565.2
TCGA-CF-A3MH-01A
75 years, male, asian, stage:ii, alive, 398 days
8443.4
TCGA-XF-A9SP-01A
59 years, male, white, stage:iii, dead, 454 days
8384.7
TCGA-G2-A2EL-01A
77 years, male, white, stage:ii, dead, 819 days
8355.7
TCGA-UY-A78O-01A
74 years, female, white, stage:ii, alive, 2312 days
8353.2
TCGA-XF-A8HC-01A
79 years, male, asian, stage:iv, dead, 200 days
8321.5
TCGA-YF-AA3L-01A
47 years, female, stage:ii, alive, 364 days
8301.4
TCGA-FD-A62O-01A
74 years, male, white, stage:iv, dead, 216 days
8241.6
TCGA-GV-A3JV-01A
66 years, male, white, stage:iv, dead, 434 days
8181.5
TCGA-K4-A3WU-01B
88 years, male, white, stage:iii, alive, 105 days
8102.3
TCGA-SY-A9G0-01A
82 years, male, white, stage:iv, dead, 1008 days
8060.6
TCGA-FD-A3SN-01A
79 years, male, white, stage:iii, alive, 887 days
8046.5
TCGA-GC-A3YS-01A
61 years, male, white, stage:iv, alive, 758 days
8025.7
TCGA-CF-A47W-01A
42 years, male, asian, stage:ii, alive, 368 days
8020.1
TCGA-FD-A6TI-01A
73 years, male, white, stage:iv, dead, 294 days
8004.5
TCGA-FD-A3SL-01A
60 years, male, white, stage:iv, dead, 712 days
7977.8
TCGA-4Z-AA84-01A
61 years, male, white, stage:iv, alive, 460 days
7935.8
TCGA-FD-A43U-01A
70 years, male, white, stage:iv, alive, 636 days
7934.6
TCGA-GD-A3OP-01A
84 years, female, white, stage:iv, alive, 64 days
7917.6
TCGA-DK-AA76-01A
64 years, female, white, stage:ii, alive, 366 days
7910.2
TCGA-XF-A8HI-01A
57 years, female, white, stage:iv, dead, 544 days
7879.3
TCGA-CF-A1HR-01A
62 years, male, asian, stage:iii, alive, 389 days
7867.0
TCGA-CU-A0YR-01A
84 years, male, white, stage:iv, dead, 460 days
7835.2
TCGA-BT-A20W-01A
71 years, male, white, stage:ii, dead, 254 days
7796.5
TCGA-2F-A9KO-01A
63 years, male, white, stage:iv, dead, 734 days
7744.8
TCGA-BT-A42C-01A
64 years, male, white, stage:ii, alive, 873 days
7694.9
TCGA-GU-A767-01A
81 years, male, white, stage:iv, dead, 144 days
7694.1
TCGA-E5-A4U1-01A
72 years, male, stage:ii, alive, 1181 days
7650.1
TCGA-BT-A20J-01A
75 years, male, white, stage:ii, dead, 579 days
7623.1
TCGA-CF-A5U8-01A
59 years, male, asian, stage:ii, alive, 399 days
7578.8
TCGA-FD-A3SJ-01A
59 years, male, white, stage:iv, dead, 739 days
7382.6
TCGA-CU-A72E-01A
76 years, male, white, stage:iv, dead, 413 days
7326.0
TCGA-XF-AAN0-01A
68 years, male, white, stage:iv, dead, 1718 days
7316.0
TCGA-DK-A3IT-01A
62 years, male, white, stage:iii, alive, 648 days
7299.8
TCGA-BT-A20R-01A
79 years, female, white, stage:iv, dead, 154 days
7252.1
TCGA-UY-A78M-01A
81 years, female, asian, stage:iv, dead, 690 days
7219.9
TCGA-GU-AATQ-01A
69 years, male, white, stage:iii, dead, 213 days
7216.6
TCGA-E7-A7DU-01A
73 years, male, white, stage:iii, alive, 28 days
7214.8
TCGA-GV-A3JW-01A
74 years, male, white, stage:ii, alive, 649 days
7212.7
TCGA-DK-A3IV-01A
60 years, male, white, stage:ii, dead, 294 days
7203.1
TCGA-K4-A83P-01A
77 years, male, white, stage:iv, alive, 495 days
7195.4
TCGA-XF-A8HE-01A
47 years, male, white, stage:iii, alive, 3817 days
7194.2
TCGA-BT-A20Q-01A
73 years, male, white, stage:iv, dead, 593 days
7156.6
TCGA-ZF-A9R3-01A
53 years, female, white, stage:ii, dead, 949 days
7093.5
TCGA-DK-A6AV-01A
82 years, female, asian, stage:ii, alive, 1952 days
7068.6
TCGA-CF-A1HS-01A
75 years, female, asian, stage:iii, alive, 382 days
6998.9
TCGA-GU-A764-01A
66 years, male, white, stage:ii, alive, 610 days
6955.7
TCGA-K4-A4AC-01A
83 years, male, white, stage:ii, dead, 278 days
6942.7
TCGA-ZF-AA4X-01A
56 years, male, white, stage:ii, alive, 2044 days
6928.9
TCGA-BT-A3PH-01A
76 years, male, white, stage:iv, dead, 142 days
6921.5
TCGA-UY-A9PH-01A
73 years, male, white, stage:ii, alive, 1561 days
6866.2
TCGA-DK-A3IN-01A
72 years, male, white, stage:iii, dead, 250 days
6837.6
TCGA-CF-A27C-01A
52 years, male, asian, stage:iii, alive, 425 days
6833.6
TCGA-2F-A9KW-01A
67 years, female, white, stage:iii, dead, 254 days
6832.8
TCGA-BT-A2LB-01A
73 years, female, white, stage:iii, dead, 492 days
6816.0
TCGA-FD-A3NA-01A
60 years, male, white, stage:ii, alive, 1845 days
6761.9
TCGA-UY-A78P-01A
78 years, female, white, stage:ii, alive, 2380 days
6758.2
TCGA-E7-A541-01A
66 years, male, white, stage:ii, dead, 778 days
6707.2
TCGA-YC-A89H-01A
78 years, female, white, stage:ii, alive, 573 days
6669.6
TCGA-XF-A9SW-01A
85 years, male, white, stage:iv, dead, 362 days
6655.2
TCGA-C4-A0F7-01A
77 years, male, stage:iv, dead, 62 days
6652.8
TCGA-FD-A62P-01A
76 years, male, white, stage:ii, dead, 191 days
6603.8
TCGA-E7-A85H-01A
64 years, male, asian, stage:iii, alive, 394 days
6551.3
TCGA-BT-A20T-01A
63 years, male, white, stage:iv, dead, 453 days
6513.2
TCGA-ZF-A9R2-01A
75 years, male, white, stage:ii, alive, 642 days
6473.7
TCGA-XF-A9SL-01A
69 years, male, white, stage:iv, dead, 2020 days
6459.6
TCGA-CU-A5W6-01A
70 years, male, white, stage:iii, dead, 56 days
6433.1
TCGA-XF-AAN1-01A
75 years, female, stage:iii, dead, 941 days
6402.0
TCGA-YC-A8S6-01A
71 years, male, white, stage:ii, alive, 293 days
6390.0
TCGA-DK-A3WX-01A
67 years, female, white, stage:iii, dead, 321 days
6381.0
TCGA-XF-A9T5-01A
78 years, female, white, stage:iv, alive, 2027 days
6231.5
TCGA-FD-A6TG-01A
73 years, male, white, stage:iv, dead, 93 days
6223.2
TCGA-DK-AA6U-01A
64 years, male, white, stage:ii, alive, 578 days
6216.2
TCGA-BT-A0YX-01A
70 years, female, white, stage:iii, dead, 400 days
6214.6
TCGA-E7-A5KE-01A
78 years, female, asian, stage:ii, alive, 17 days
6198.8
TCGA-ZF-AA4T-01A
65 years, male, white, stage:iv, dead, 599 days
6103.0
TCGA-BT-A20N-01A
72 years, male, stage:iii, dead, 795 days
6056.6
TCGA-BT-A20X-01A
56 years, male, white, stage:iv, dead, 251 days
6003.2
TCGA-5N-A9KM-01A
73 years, female, white, stage:iii, dead, 530 days
5989.1
TCGA-FD-A6TB-01A
82 years, male, white, stage:iii, alive, 572 days
5972.9
TCGA-UY-A9PD-01A
81 years, male, white, stage:iii, alive, 542 days
5953.5
TCGA-XF-AAN5-01A
61 years, female, white, stage:iii, alive, 2293 days
5876.4
TCGA-2F-A9KR-01A
59 years, female, stage:iii, dead, 3183 days
5790.9
TCGA-FD-A6TA-01A
58 years, male, white, stage:iv, alive, 1912 days
5787.9
TCGA-XF-AAMR-01A
48 years, male, white, stage:iii, alive, 2790 days
5787.5
TCGA-YC-A9TC-01A
72 years, male, white, stage:iv, dead, 20 days
5750.4
TCGA-XF-A8HD-01A
77 years, male, white, stage:iii, alive, 2964 days
5663.9
TCGA-DK-A1AA-01A
57 years, male, white, stage:iii, alive, 578 days
5627.6
TCGA-XF-A9SJ-01A
83 years, male, white, stage:iv, dead, 98 days
5621.5
TCGA-UY-A78K-01A
60 years, male, white, stage:iv, dead, 536 days
5616.5
TCGA-UY-A78N-01A
79 years, male, white, stage:iv, dead, 2641 days
5607.6
TCGA-XF-AAMZ-01A
81 years, female, white, stage:iv, dead, 1348 days
5600.1
TCGA-ZF-AA4U-01A
70 years, male, white, stage:iii, dead, 262 days
5558.9
TCGA-XF-A9ST-01A
68 years, male, white, stage:iii, dead, 128 days
5546.0
TCGA-GU-A763-01A
72 years, male, white, stage:iii, alive, 997 days
5529.8
TCGA-FD-A3SM-01A
70 years, male, white, stage:iv, dead, 547 days
5526.9
TCGA-BL-A3JM-01A
63 years, male, white, stage:iii, dead, 205 days
5509.3
TCGA-XF-AAME-01A
64 years, female, white, stage:ii, dead, 2828 days
5484.3
TCGA-GC-A3OO-01A
79 years, male, white, stage:ii, alive, 481 days
5479.8
TCGA-GV-A40G-01A
77 years, male, white, stage:ii, alive, 580 days
5474.5
TCGA-2F-A9KP-01A
66 years, male, white, stage:iv, dead, 364 days
5418.0
TCGA-ZF-AA4R-01A
67 years, male, white, stage:iv, dead, 1036 days
5404.7
TCGA-DK-A1A3-01A
60 years, male, white, stage:iv, dead, 665 days
5370.3
TCGA-K4-A4AB-01B
76 years, male, white, stage:iii, alive, 84 days
5354.4
TCGA-K4-A6MB-01A
64 years, male, white, stage:iv, alive, 469 days
5340.0
TCGA-4Z-AA7S-01A
66 years, male, black or african american, stage:iii, dead, 1064 days
5317.4
TCGA-ZF-A9R4-01A
83 years, male, white, stage:ii, alive, 921 days
5286.2
TCGA-DK-A3IS-01A
68 years, male, white, stage:ii, alive, 1529 days
5220.2
TCGA-GC-A3WC-01A
80 years, female, white, stage:iii, alive, 540 days
5212.2
TCGA-4Z-AA87-01A
72 years, male, black or african american, stage:iii, alive, 1454 days
5210.9
TCGA-4Z-AA81-01A
80 years, male, white, stage:ii, dead, 1270 days
5195.0
TCGA-DK-A1AF-01A
84 years, female, white, stage:iv, alive, 536 days
5178.2
TCGA-UY-A8OC-01A
90 years, male, white, stage:iv, dead, 92 days
5136.5
TCGA-DK-A1AG-01A
66 years, male, white, stage:iii, alive, 475 days
5105.7
TCGA-FD-A6TF-01A
80 years, female, white, stage:iv, dead, 69 days
5100.8
TCGA-DK-AA6W-01A
79 years, male, white, stage:ii, dead, 415 days
5098.4
TCGA-DK-A6B0-01A
61 years, male, white, stage:ii, alive, 2330 days
5096.5
TCGA-XF-A9SK-01A
65 years, male, white, stage:iv, dead, 486 days
5074.7
TCGA-GC-A3I6-01A
45 years, male, white, stage:iii, dead, 630 days
5039.1
TCGA-XF-AAMX-01A
87 years, female, black or african american, stage:iii, dead, 206 days
5022.5
TCGA-XF-A9T0-01A
69 years, male, white, stage:iii, alive, 799 days
5008.5
TCGA-BT-A20P-01A
81 years, female, white, stage:iii, dead, 544 days
4985.8
TCGA-FD-A6TE-01A
54 years, male, white, stage:iv, alive, 376 days
4977.9
TCGA-CF-A5UA-01A
67 years, male, asian, stage:ii, alive, 365 days
4945.6
TCGA-FD-A43S-01A
71 years, female, white, stage:iii, alive, 455 days
4941.4
TCGA-C4-A0F1-01A
71 years, male, stage:iii, alive, 89 days
4916.2
TCGA-DK-A6B2-01A
70 years, male, white, stage:iv, alive, 477 days
4907.8
TCGA-ZF-A9R1-01A
81 years, male, white, stage:iv, alive, 773 days
4907.2
TCGA-XF-A9SY-01A
60 years, female, white, stage:iv, alive, 640 days
4891.3
TCGA-ZF-A9RE-01A
78 years, female, white, stage:ii, dead, 106 days
4878.2
TCGA-XF-AAMT-01A
75 years, female, white, stage:iv, dead, 90 days
4872.6
TCGA-BL-A13J-01A
65 years, male, white, stage:iv, dead, 81 days
4870.6
TCGA-FD-A6TD-01A
77 years, male, white, stage:iii, dead, 386 days
4847.5
TCGA-2F-A9KT-01A
83 years, male, white, stage:ii, alive, 3314 days
4835.1
TCGA-DK-AA6Q-01A
61 years, female, white, stage:iv, dead, 413 days
4822.0
TCGA-DK-A3IQ-01A
74 years, male, white, stage:iii, dead, 539 days
4796.2
TCGA-FT-A61P-01A
76 years, male, white, stage:iv, alive, 337 days
4751.4
TCGA-CU-A0YN-01A
60 years, male, white, stage:iii, dead, 393 days
4650.8
TCGA-GC-A3BM-01A
70 years, male, white, stage:ii, dead, 651 days
4645.0
TCGA-GU-A42Q-01A
67 years, male, white, stage:iii, dead, 344 days
4626.0
TCGA-BT-A42F-01A
64 years, male, white, stage:iv, alive, 864 days
4617.4
TCGA-GU-A766-01A
62 years, male, white, stage:ii, alive, 480 days
4593.7
TCGA-BL-A5ZZ-01A
80 years, female, white, stage:iii, alive, 377 days
4569.8
TCGA-ZF-AA53-01A
60 years, male, white, stage:ii, alive, 1761 days
4546.0
TCGA-UY-A78L-01A
62 years, male, white, stage:iv, alive, 1127 days
4532.5
TCGA-E7-A6MF-01A
37 years, male, asian, stage:ii, alive, 750 days
4530.1
TCGA-FD-A43P-01A
74 years, male, black or african american, stage:ii, alive, 832 days
4526.6
TCGA-E7-A8O7-01A
52 years, male, asian, stage:ii, alive, 466 days
4526.4
TCGA-XF-AAN4-01A
77 years, female, white, stage:iii, dead, 823 days
4502.1
TCGA-XF-A9T3-01A
69 years, female, white, stage:iv, alive, 68 days
4499.2
TCGA-4Z-AA82-01A
59 years, male, black or african american, stage:iv, dead, 1556 days
4491.1
TCGA-XF-AAN3-01A
76 years, male, white, stage:iv, alive, 2625 days
4469.0
TCGA-GV-A40E-01A
75 years, male, white, stage:ii, dead, 261 days
4406.3
TCGA-BT-A2LD-01A
78 years, female, white, stage:iv, dead, 623 days
4391.8
TCGA-YF-AA3M-01A
57 years, male, stage:ii, alive, 415 days
4369.4
TCGA-GV-A3QI-01A
47 years, male, white, stage:iii, alive, 1110 days
4367.4
TCGA-FD-A5BZ-01A
77 years, female, white, stage:iv, dead, 835 days
4343.3
TCGA-LC-A66R-01A
78 years, male, white, stage:iv, alive, 466 days
4309.7
TCGA-DK-A6B1-01A
67 years, male, white, stage:ii, alive, 2049 days
4281.1
TCGA-G2-A2ES-01A
85 years, male, white, stage:ii, dead, 1004 days
4172.5
TCGA-E7-A678-01A
55 years, male, asian, stage:iii, alive, 798 days
4121.8
TCGA-ZF-A9R5-01A
59 years, male, white, stage:iii, alive, 1090 days
4121.4
TCGA-ZF-AA5H-01A
60 years, female, white, stage:iv, alive, 897 days
4091.8
TCGA-FD-A3SO-01A
68 years, male, white, stage:iv, dead, 168 days
4088.3
TCGA-CF-A9FM-01A
50 years, male, asian, stage:i, alive, 398 days
4049.3
TCGA-HQ-A5NE-01A
56 years, male, stage:iii, dead, 370 days
4004.8
TCGA-UY-A9PA-01A
48 years, male, white, stage:iii, alive, 119 days
3992.3
TCGA-FD-A5C0-01A
61 years, male, white, stage:iv, dead, 550 days
3956.9
TCGA-E7-A677-01A
81 years, male, asian, stage:ii, alive, 820 days
3898.5
TCGA-ZF-AA4W-01A
56 years, male, white, stage:iii, alive, 1830 days
3895.8
TCGA-ZF-A9RF-01A
74 years, male, white, stage:ii, alive, 1949 days
3890.2
TCGA-FD-A3SQ-01A
62 years, male, white, stage:iv, dead, 1423 days
3889.5
TCGA-HQ-A2OE-01A
male, alive, 1174 days
3866.6
TCGA-G2-A3VY-01A
66 years, male, asian, stage:ii, alive, 536 days
3866.0
TCGA-CF-A8HY-01A
59 years, male, asian, stage:ii, alive, 345 days
3865.0
TCGA-ZF-AA4N-01A
74 years, male, white, stage:ii, dead, 88 days
3832.5
TCGA-E7-A7XN-01A
67 years, male, asian, stage:iii, alive, 428 days
3810.1
TCGA-ZF-A9RM-01A
70 years, male, white, stage:ii, alive, 1455 days
3799.2
TCGA-K4-A3WV-01A
77 years, female, white, stage:ii, alive, 646 days
3778.6
TCGA-FD-A3B6-01A
75 years, male, white, stage:ii, dead, 1005 days
3724.2
TCGA-BT-A20O-01A
75 years, male, white, stage:iii, dead, 370 days
3712.1
TCGA-E7-A3X6-01A
70 years, male, white, stage:ii, dead, 904 days
3708.8
TCGA-XF-A9SZ-01A
79 years, male, white, stage:iv, dead, 859 days
3707.2
TCGA-DK-A1AB-01A
74 years, female, white, stage:iv, dead, 508 days
3680.2
TCGA-FD-A5BS-01A
68 years, male, white, stage:iii, alive, 1639 days
3673.9
TCGA-ZF-AA4V-01A
66 years, male, white, stage:iii, alive, 1806 days
3660.2
TCGA-XF-A9T8-01A
64 years, male, white, stage:iii, dead, 418 days
3649.1
TCGA-E7-A6ME-01A
75 years, male, asian, stage:ii, alive, 731 days
3616.7
TCGA-CF-A3MG-01A
48 years, male, asian, stage:ii, alive, 369 days
3609.0
TCGA-XF-AAN8-01A
74 years, female, white, stage:iii, dead, 118 days
3604.3
TCGA-S5-A6DX-01A
83 years, male, white, stage:iv, dead, 56 days
3571.1
TCGA-5N-A9KI-01A
76 years, female, white, stage:iii, dead, 76 days
3567.7
TCGA-XF-AAMW-01A
79 years, female, white, stage:iv, dead, 253 days
3549.5
TCGA-FD-A3SP-01A
60 years, male, white, stage:iii, alive, 783 days
3549.3
TCGA-4Z-AA80-01A
73 years, male, white, stage:ii, dead, 19 days
3541.7
TCGA-CU-A3QU-01A
58 years, male, white, stage:iv, alive, 158 days
3539.2
TCGA-DK-A3IM-01A
77 years, male, white, stage:iii, dead, 248 days
3508.3
TCGA-DK-A1AC-01A
72 years, male, white, stage:iii, alive, 3981 days
3490.0
TCGA-SY-A9G5-01A
66 years, male, white, stage:iii, alive, 1186 days
3484.6
TCGA-XF-A9SM-01A
76 years, male, white, stage:iii, alive, 1048 days
3471.5
TCGA-E7-A97P-01A
73 years, male, asian, stage:ii, dead, 437 days
3446.4
TCGA-CU-A3KJ-01A
75 years, male, white, stage:iii, alive, 562 days
3427.4
TCGA-DK-A3IU-01A
58 years, male, white, stage:ii, dead, 706 days
3415.6
TCGA-DK-A6B5-01A
45 years, male, white, stage:iv, alive, 1542 days
3412.0
TCGA-BT-A0S7-01A
75 years, male, white, stage:iii, dead, 200 days
3406.1
TCGA-BT-A2LA-01A
54 years, male, white, stage:iii, alive, 522 days
3398.3
TCGA-FD-A3B3-01A
74 years, female, white, stage:iii, dead, 974 days
3380.9
TCGA-BT-A20U-01A
70 years, female, white, stage:iii, dead, 455 days
3366.3
TCGA-FD-A5C1-01A
61 years, female, white, stage:iii, alive, 1792 days
3293.2
TCGA-DK-A2I4-01A
79 years, male, white, stage:iii, alive, 4343 days
3287.6
TCGA-FD-A3B8-01A
56 years, male, white, stage:ii, alive, 384 days
3261.8
TCGA-4Z-AA89-01A
61 years, male, white, stage:iv, alive, 902 days
3245.3
TCGA-GD-A3OS-01A
54 years, female, white, stage:ii, alive, 638 days
3201.4
TCGA-DK-A1A5-01A
79 years, male, white, stage:ii, dead, 65 days
3187.7
TCGA-DK-AA6R-01A
69 years, male, white, stage:iv, alive, 5041 days
3179.5
TCGA-DK-A3WY-01A
67 years, female, white, stage:iii, alive, 4967 days
3178.0
TCGA-K4-A5RI-01A
67 years, female, white, stage:iii, dead, 356 days
3158.6
TCGA-FD-A6TK-01A
60 years, male, white, stage:iii, alive, 330 days
3152.8
TCGA-H4-A2HQ-01A
64 years, female, black or african american, stage:iv, alive, 590 days
3113.2
TCGA-DK-A1A6-01A
53 years, male, white, stage:iv, alive, 2020 days
3110.0
TCGA-FD-A6TC-01A
79 years, female, white, stage:iii, alive, 187 days
3067.3
TCGA-HQ-A5ND-01A
78 years, male, stage:iv, dead, 274 days
3041.3
TCGA-XF-AAN2-01A
73 years, male, white, stage:ii, dead, 1869 days
3035.6
TCGA-E5-A4TZ-01A
64 years, male, white, stage:iv, dead, 467 days
3033.6
TCGA-FD-A3N6-01A
43 years, female, black or african american, stage:ii, alive, 851 days
2965.5
TCGA-DK-A3WW-01A
57 years, male, white, stage:iii, alive, 633 days
2949.9
TCGA-UY-A8OB-01A
64 years, male, white, stage:iv, alive, 2109 days
2913.3
TCGA-BT-A20V-01A
59 years, female, black or african american, stage:iv, dead, 154 days
2903.7
TCGA-ZF-A9RD-01A
75 years, female, white, stage:iv, dead, 408 days
2901.7
TCGA-R3-A69X-01A
70 years, male, white, stage:iii, alive, 433 days
2899.7
TCGA-XF-A9T2-01A
54 years, male, white, stage:iii, dead, 575 days
2898.3
TCGA-ZF-AA56-01A
79 years, female, white, stage:iii, dead, 259 days
2887.0
TCGA-FD-A3B5-01A
86 years, male, black or african american, stage:iv, dead, 272 days
2877.3
TCGA-G2-A2EO-01A
69 years, male, white, stage:iii, dead, 1804 days
2854.3
TCGA-XF-AAMQ-01A
59 years, female, white, stage:ii, alive, 2177 days
2852.0
TCGA-K4-A6FZ-01A
75 years, female, white, stage:iii, alive, 55 days
2834.5
TCGA-GV-A3JX-01A
59 years, male, white, stage:iii, alive, 581 days
2810.4
TCGA-DK-AA71-01A
71 years, male, white, stage:ii, alive, 415 days
2791.4
TCGA-FD-A43Y-01A
65 years, male, white, stage:iii, dead, 474 days
2767.0
TCGA-FD-A3B7-01A
66 years, male, black or african american, stage:iii, dead, 122 days
2696.7
TCGA-FD-A62N-01A
69 years, male, asian, stage:iii, alive, 82 days
2692.5
TCGA-GD-A3OQ-01A
48 years, male, white, stage:iv, alive, 95 days
2686.4
TCGA-GC-A3RB-01A
54 years, male, white, stage:iii, alive, 582 days
2661.7
TCGA-XF-A9T6-01A
88 years, female, white, stage:iii, alive, 64 days
2638.0
TCGA-XF-AAMH-01A
80 years, male, white, stage:iv, dead, 344 days
2629.8
TCGA-GC-A4ZW-01A
71 years, male, white, stage:iii, alive, 15 days
2626.4
TCGA-XF-A8HB-01A
50 years, female, stage:ii, alive, 1370 days
2595.4
TCGA-K4-A54R-01A
59 years, male, white, stage:ii, alive, 842 days
2590.9
TCGA-GD-A6C6-01A
64 years, male, white, stage:iii, alive, 67 days
2575.2
TCGA-G2-A3IB-01A
66 years, male, black or african american, stage:ii, dead, 220 days
2571.7
TCGA-DK-A2I2-01A
63 years, female, white, stage:iv, dead, 237 days
2557.8
TCGA-FD-A5BX-01A
82 years, male, white, stage:iv, dead, 173 days
2543.0
TCGA-GU-AATO-01A
75 years, male, white, stage:iv, dead, 324 days
2536.0
TCGA-GU-A762-01A
87 years, male, white, stage:iv, dead, 232 days
2523.9
TCGA-DK-A2HX-01A
80 years, female, white, stage:iv, dead, 1420 days
2474.0
TCGA-G2-AA3C-01A
66 years, male, white, stage:iv, dead, 211 days
2454.1
TCGA-XF-AAN7-01A
60 years, male, white, stage:iv, dead, 565 days
2442.4
TCGA-C4-A0EZ-01A
69 years, female, stage:iv, dead, 273 days
2363.4
TCGA-K4-A5RH-01A
69 years, male, white, stage:iii, alive, 276 days
2333.5
TCGA-DK-AA77-01A
61 years, male, white, stage:ii, alive, 618 days
2315.5
TCGA-GC-A3RC-01A
59 years, male, white, stage:ii, alive, 484 days
2309.2
TCGA-BT-A3PJ-01A
76 years, male, white, stage:iii, alive, 789 days
2260.4
TCGA-HQ-A2OF-01A
52 years, female, stage:iii, alive, 1947 days
2253.8
TCGA-XF-A9SX-01A
63 years, female, white, stage:iv, dead, 719 days
2250.1
TCGA-ZF-A9RN-01A
67 years, female, white, stage:iii, dead, 615 days
2249.9
TCGA-XF-AAML-01A
75 years, male, white, stage:ii, dead, 232 days
2203.4
TCGA-DK-AA6M-01A
64 years, female, white, stage:ii, alive, 1582 days
2154.5
TCGA-DK-A3X2-01A
85 years, male, white, stage:iv, dead, 547 days
2145.1
TCGA-4Z-AA7Y-01A
60 years, male, white, stage:ii, alive, 1522 days
2131.9
TCGA-DK-AA74-01A
75 years, male, white, stage:iii, alive, 1708 days
2108.6
TCGA-XF-A9SI-01A
73 years, female, asian, stage:ii, alive, 2423 days
2089.5
TCGA-E7-A5KF-01A
67 years, male, asian, stage:ii, alive, 20 days
2025.7
TCGA-ZF-AA58-01A
61 years, female, white, stage:iv, alive, 1649 days
2023.8
TCGA-FJ-A871-01A
49 years, male, white, stage:iii, dead, 272 days
1986.7
TCGA-BL-A13I-01A
57 years, female, white, stage:iii, dead, 223 days
1932.3
TCGA-GC-A6I3-01A
90 years, female, black or african american, stage:iv, alive, 423 days
1929.4
TCGA-FD-A62S-01A
60 years, female, black or african american, stage:iii, dead, 406 days
1908.2
TCGA-K4-A5RJ-01A
75 years, male, white, stage:ii, alive, 539 days
1826.3
TCGA-DK-AA6L-01A
48 years, male, white, stage:iv, dead, 1163 days
1773.7
TCGA-G2-A2EF-01A
50 years, male, white, stage:ii, alive, 1884 days
1771.4
TCGA-ZF-AA5N-01A
62 years, female, white, stage:iv, dead, 168 days
1739.2
TCGA-4Z-AA7W-01A
55 years, male, white, stage:ii, alive, 840 days
1667.3
TCGA-FD-A6TH-01A
63 years, male, white, stage:iv, dead, 131 days
1587.9
TCGA-XF-A9T4-01A
48 years, male, white, stage:iv, dead, 495 days
1557.1
TCGA-G2-A2EJ-01A
56 years, female, white, stage:ii, alive, 1460 days
1551.3
TCGA-4Z-AA86-01A
67 years, male, black or african american, stage:iv, dead, 311 days
1512.2
TCGA-FD-A5BT-01A
84 years, male, white, stage:iii, dead, 328 days
1470.8
TCGA-FD-A3B4-01A
55 years, female, black or african american, stage:iii, dead, 510 days
1349.1
TCGA-PQ-A6FN-01A
78 years, female, white, stage:iii, alive, 507 days
1329.7
TCGA-E7-A7DV-01A
44 years, male, white, stage:iv, alive, 37 days
1326.8
TCGA-C4-A0F0-01A
60 years, male, stage:ii, alive, 59 days
1314.7
TCGA-FD-A5BU-01A
76 years, female, black or african american, stage:ii, alive, 588 days
1313.9
TCGA-FD-A3N5-01A
69 years, male, black or african american, stage:ii, dead, 685 days
1270.7
TCGA-GC-A6I1-01A
90 years, female, white, stage:ii, dead, 272 days
1257.7
TCGA-UY-A9PB-01A
49 years, male, white, stage:iii, alive, 899 days
1229.4
TCGA-FD-A5BY-01A
63 years, female, white, stage:iii, alive, 251 days
1212.6
TCGA-FD-A3SR-01A
68 years, male, white, stage:iv, dead, 602 days
924.2
TCGA-PQ-A6FI-01A
70 years, male, white, stage:ii, alive, 372 days
820.2
TCGA-ZF-AA54-01A
71 years, male, white, stage:iii, dead, 590 days
655.2
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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.