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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
9247.8
Number of samples
406
Samples
Sample
Description
FPKM
TCGA-CF-A3MF-01A
34 years, male, asian, stage:iii, alive, 383 days
68344.2
TCGA-DK-A1A7-01A
67 years, female, white, stage:iv, alive, 560 days
65618.8
TCGA-FJ-A3Z7-01A
76 years, male, white, stage:iv, alive, 945 days
48864.9
TCGA-CF-A47Y-01A
55 years, male, asian, stage:ii, alive, 373 days
43092.7
TCGA-CF-A8HX-01A
55 years, female, asian, stage:ii, alive, 345 days
42121.4
TCGA-CF-A3MI-01A
62 years, male, asian, stage:ii, alive, 370 days
39512.5
TCGA-ZF-A9R9-01A
58 years, male, white, stage:iv, dead, 864 days
38359.0
TCGA-DK-A3X1-01A
78 years, female, white, stage:iii, alive, 2009 days
36307.9
TCGA-DK-A3IK-01A
87 years, male, white, stage:iv, dead, 146 days
33455.7
TCGA-ZF-A9R0-01A
82 years, male, white, stage:iii, dead, 680 days
31761.9
TCGA-CF-A9FF-01A
52 years, male, asian, stage:ii, alive, 361 days
30486.2
TCGA-E7-A4XJ-01A
66 years, male, asian, stage:ii, dead, 68 days
28979.4
TCGA-G2-A2EK-01A
57 years, male, white, stage:ii, alive, 485 days
28355.8
TCGA-E7-A8O8-01A
59 years, male, asian, stage:ii, alive, 13 days
28000.8
TCGA-H4-A2HO-01A
53 years, male, white, stage:iii, alive, 46 days
27337.6
TCGA-E7-A3Y1-01A
57 years, male, white, stage:ii, alive, 163 days
26488.9
TCGA-KQ-A41R-01A
80 years, female, white, stage:ii, alive, 1350 days
26368.0
TCGA-CF-A47X-01A
60 years, male, asian, stage:ii, alive, 384 days
25727.5
TCGA-XF-A9SH-01A
65 years, female, asian, stage:ii, dead, 1971 days
25109.6
TCGA-UY-A9PF-01A
78 years, male, white, stage:iv, alive, 117 days
24551.3
TCGA-XF-A8HG-01A
69 years, male, white, stage:iii, dead, 467 days
23994.6
TCGA-CF-A7I0-01A
54 years, male, asian, stage:ii, alive, 368 days
23752.7
TCGA-KQ-A41N-01A
73 years, male, black or african american, stage:iii, alive, 1604 days
23660.4
TCGA-ZF-AA51-01A
69 years, female, white, stage:ii, alive, 1714 days
22586.1
TCGA-FD-A43N-01A
76 years, male, white, stage:iii, alive, 230 days
22247.7
TCGA-CF-A9FL-01A
85 years, male, asian, stage:iii, dead, 565 days
22000.0
TCGA-KQ-A41P-01A
76 years, male, white, stage:iv, alive, 1094 days
21865.6
TCGA-XF-A8HC-01A
79 years, male, asian, stage:iv, dead, 200 days
21744.3
TCGA-FD-A5BV-01A
47 years, female, white, stage:iii, dead, 163 days
21618.2
TCGA-GV-A3QK-01B
56 years, female, white, stage:iv, alive, 832 days
20545.4
TCGA-DK-A3IL-01A
79 years, female, white, stage:iv, dead, 413 days
20354.3
TCGA-CF-A47V-01A
52 years, male, asian, stage:ii, alive, 379 days
20160.3
TCGA-KQ-A41O-01A
84 years, male, stage:iv, alive, 1538 days
19944.1
TCGA-DK-A6AW-01A
70 years, male, white, stage:ii, alive, 1621 days
19818.3
TCGA-E7-A7PW-01A
63 years, male, asian, stage:iii, alive, 416 days
18766.5
TCGA-KQ-A41Q-01A
89 years, male, white, stage:iii, alive, 1429 days
18751.6
TCGA-XF-A8HH-01A
61 years, female, white, stage:iv, dead, 57 days
17886.3
TCGA-CU-A0YO-01A
84 years, male, white, stage:iv, dead, 149 days
17660.6
TCGA-S5-AA26-01A
46 years, male, black or african american, stage:iii, alive, 503 days
17172.3
TCGA-FJ-A3Z9-01A
72 years, male, white, dead, 385 days
16813.4
TCGA-CF-A47S-01A
41 years, male, asian, stage:ii, alive, 333 days
16596.6
TCGA-CF-A47T-01A
58 years, female, asian, stage:ii, dead, 385 days
16468.5
TCGA-BT-A42E-01A
74 years, male, white, stage:iii, alive, 1108 days
16410.6
TCGA-CU-A0YR-01A
84 years, male, white, stage:iv, dead, 460 days
16372.1
TCGA-E7-A97Q-01A
60 years, female, white, stage:iv, dead, 246 days
16313.3
TCGA-G2-A2EC-01A
58 years, female, black or african american, stage:ii, dead, 696 days
16055.4
TCGA-GD-A76B-01A
86 years, female, white, stage:ii, dead, 224 days
15843.2
TCGA-ZF-AA4T-01A
65 years, male, white, stage:iv, dead, 599 days
15820.0
TCGA-CU-A3YL-01A
67 years, male, white, stage:iii, alive, 906 days
15808.6
TCGA-XF-AAMG-01A
49 years, male, white, stage:iii, alive, 3364 days
15329.5
TCGA-FJ-A3ZF-01A
73 years, male, white, stage:iii, alive, 524 days
15240.9
TCGA-UY-A9PE-01A
87 years, male, white, stage:iv, alive, 189 days
15232.7
TCGA-DK-AA6T-01A
63 years, male, white, stage:ii, alive, 572 days
14971.3
TCGA-GV-A40G-01A
77 years, male, white, stage:ii, alive, 580 days
14708.6
TCGA-DK-A6AV-01A
82 years, female, asian, stage:ii, alive, 1952 days
14581.1
TCGA-BL-A0C8-01A
73 years, male, white, stage:i, alive, 1219 days
14500.8
TCGA-BT-A42F-01A
64 years, male, white, stage:iv, alive, 864 days
14474.1
TCGA-GV-A3JZ-01A
55 years, male, white, stage:iv, alive, 603 days
14451.7
TCGA-UY-A8OD-01A
67 years, female, black or african american, stage:ii, alive, 3432 days
14429.4
TCGA-DK-A6B6-01A
57 years, male, white, stage:ii, alive, 1115 days
14390.0
TCGA-DK-AA75-01A
82 years, male, white, stage:iii, dead, 340 days
14377.2
TCGA-G2-AA3B-01A
75 years, female, white, stage:ii, alive, 2008 days
14310.6
TCGA-G2-AA3D-01A
60 years, male, white, stage:iv, alive, 2139 days
14150.1
TCGA-FD-A3SS-01A
66 years, male, white, stage:iv, dead, 391 days
14137.4
TCGA-DK-A1AD-01A
69 years, male, white, stage:iv, alive, 3420 days
14076.5
TCGA-GV-A3QF-01A
79 years, male, white, stage:iv, dead, 617 days
14075.4
TCGA-GC-A3RD-01A
83 years, female, white, stage:iii, alive, 428 days
13998.2
TCGA-BT-A3PK-01A
80 years, male, white, stage:ii, dead, 303 days
13900.5
TCGA-G2-A3IE-01A
52 years, male, white, stage:ii, dead, 612 days
13891.8
TCGA-MV-A51V-01A
75 years, male, white, stage:iii, alive, 410 days
13887.1
TCGA-E7-A541-01A
66 years, male, white, stage:ii, dead, 778 days
13829.3
TCGA-2F-A9KQ-01A
69 years, male, white, stage:iii, alive, 2886 days
13703.4
TCGA-C4-A0F6-01A
82 years, female, stage:iii, alive, 700 days
13524.5
TCGA-CF-A5U8-01A
59 years, male, asian, stage:ii, alive, 399 days
13510.3
TCGA-DK-A2I1-01A
73 years, female, white, stage:ii, alive, 546 days
13408.5
TCGA-4Z-AA83-01A
52 years, male, white, stage:ii, alive, 2024 days
13408.4
TCGA-E7-A7DU-01A
73 years, male, white, stage:iii, alive, 28 days
13380.4
TCGA-DK-AA6X-01A
63 years, male, white, stage:ii, alive, 467 days
13355.7
TCGA-LT-A8JT-01A
69 years, female, white, stage:ii, alive, 641 days
13186.7
TCGA-ZF-A9RL-01A
61 years, male, white, stage:ii, alive, 2703 days
12972.5
TCGA-BT-A20W-01A
71 years, male, white, stage:ii, dead, 254 days
12972.5
TCGA-FD-A62O-01A
74 years, male, white, stage:iv, dead, 216 days
12865.0
TCGA-GD-A2C5-01A
53 years, female, white, stage:iv, alive, 812 days
12794.7
TCGA-CF-A1HR-01A
62 years, male, asian, stage:iii, alive, 389 days
12759.4
TCGA-XF-AAMX-01A
87 years, female, black or african american, stage:iii, dead, 206 days
12474.2
TCGA-E7-A4IJ-01A
56 years, male, asian, stage:ii, dead, 674 days
12443.1
TCGA-FD-A43U-01A
70 years, male, white, stage:iv, alive, 636 days
12372.7
TCGA-E7-A6MD-01A
66 years, male, white, stage:iv, alive, 129 days
12233.6
TCGA-FT-A3EE-01A
80 years, female, white, stage:iii, dead, 99 days
12194.2
TCGA-4Z-AA7O-01A
64 years, male, black or african american, stage:ii, alive, 512 days
12149.9
TCGA-FD-A5BR-01A
57 years, male, white, stage:ii, alive, 813 days
11976.8
TCGA-XF-AAN0-01A
68 years, male, white, stage:iv, dead, 1718 days
11871.6
TCGA-XF-A8HF-01A
80 years, male, white, stage:iii, dead, 2954 days
11837.4
TCGA-C4-A0F7-01A
77 years, male, stage:iv, dead, 62 days
11799.0
TCGA-FD-A6TG-01A
73 years, male, white, stage:iv, dead, 93 days
11714.9
TCGA-XF-AAMJ-01A
70 years, male, asian, stage:iii, dead, 1670 days
11712.7
TCGA-FD-A3SL-01A
60 years, male, white, stage:iv, dead, 712 days
11474.9
TCGA-GU-AATP-01A
74 years, male, white, stage:iv, alive, 1003 days
11416.1
TCGA-4Z-AA7N-01A
66 years, male, white, stage:iii, dead, 1367 days
11333.8
TCGA-K4-AAQO-01A
56 years, male, white, stage:iii, alive, 359 days
11316.0
TCGA-4Z-AA7M-01A
65 years, male, white, stage:iii, alive, 495 days
11286.5
TCGA-G2-AA3F-01A
77 years, male, white, stage:iv, alive, 893 days
11244.1
TCGA-KQ-A41S-01A
87 years, female, white, stage:iii, alive, 35 days
11226.3
TCGA-K4-A3WS-01A
66 years, male, white, stage:iii, alive, 761 days
11133.3
TCGA-ZF-A9R7-01A
76 years, female, white, stage:ii, alive, 665 days
10959.2
TCGA-CU-A5W6-01A
70 years, male, white, stage:iii, dead, 56 days
10906.2
TCGA-CF-A3MH-01A
75 years, male, asian, stage:ii, alive, 398 days
10894.6
TCGA-BT-A42C-01A
64 years, male, white, stage:ii, alive, 873 days
10823.1
TCGA-LT-A5Z6-01A
56 years, male, white, stage:ii, alive, 474 days
10778.8
TCGA-BT-A20T-01A
63 years, male, white, stage:iv, dead, 453 days
10776.9
TCGA-UY-A9PD-01A
81 years, male, white, stage:iii, alive, 542 days
10716.3
TCGA-DK-A1AE-01A
84 years, male, white, stage:iii, alive, 491 days
10690.9
TCGA-BT-A20Q-01A
73 years, male, white, stage:iv, dead, 593 days
10612.2
TCGA-E5-A2PC-01A
61 years, female, white, stage:iv, alive, 1326 days
10610.5
TCGA-4Z-AA84-01A
61 years, male, white, stage:iv, alive, 460 days
10587.2
TCGA-GD-A3OP-01A
84 years, female, white, stage:iv, alive, 64 days
10480.4
TCGA-GU-A42P-01A
72 years, male, white, stage:iv, dead, 332 days
10438.1
TCGA-DK-AA6W-01A
79 years, male, white, stage:ii, dead, 415 days
10431.5
TCGA-DK-A2I2-01A
63 years, female, white, stage:iv, dead, 237 days
10399.9
TCGA-ZF-AA4X-01A
56 years, male, white, stage:ii, alive, 2044 days
10392.2
TCGA-DK-AA6P-01A
72 years, female, white, stage:ii, alive, 457 days
10378.1
TCGA-4Z-AA7Q-01A
79 years, male, white, stage:iii, dead, 510 days
10288.0
TCGA-FD-A6TI-01A
73 years, male, white, stage:iv, dead, 294 days
10223.1
TCGA-BT-A20J-01A
75 years, male, white, stage:ii, dead, 579 days
10113.4
TCGA-XF-A8HI-01A
57 years, female, white, stage:iv, dead, 544 days
10090.7
TCGA-UY-A9PH-01A
73 years, male, white, stage:ii, alive, 1561 days
10049.2
TCGA-XF-A8HE-01A
47 years, male, white, stage:iii, alive, 3817 days
10027.5
TCGA-FJ-A3ZE-01A
65 years, male, white, stage:iv, dead, 324 days
9991.5
TCGA-FD-A3SN-01A
79 years, male, white, stage:iii, alive, 887 days
9899.0
TCGA-DK-AA6S-01A
60 years, male, white, stage:iii, alive, 5050 days
9871.7
TCGA-4Z-AA7R-01A
73 years, male, black or african american, stage:iv, dead, 522 days
9863.6
TCGA-ZF-AA5P-01A
65 years, male, white, stage:iv, alive, 372 days
9840.5
TCGA-XF-A9SV-01A
82 years, male, white, stage:iv, dead, 388 days
9839.0
TCGA-GV-A3JW-01A
74 years, male, white, stage:ii, alive, 649 days
9773.0
TCGA-GV-A3QH-01A
67 years, male, white, stage:ii, dead, 258 days
9757.5
TCGA-FD-A43X-01A
84 years, male, white, stage:ii, alive, 110 days
9736.8
TCGA-XF-A9SP-01A
59 years, male, white, stage:iii, dead, 454 days
9728.5
TCGA-GU-A42R-01A
68 years, male, white, stage:iv, dead, 577 days
9717.4
TCGA-BT-A0YX-01A
70 years, female, white, stage:iii, dead, 400 days
9626.7
TCGA-K4-A6MB-01A
64 years, male, white, stage:iv, alive, 469 days
9617.5
TCGA-K4-A4AC-01A
83 years, male, white, stage:ii, dead, 278 days
9605.5
TCGA-DK-A3IT-01A
62 years, male, white, stage:iii, alive, 648 days
9605.3
TCGA-GV-A6ZA-01A
54 years, male, white, stage:ii, alive, 691 days
9529.7
TCGA-2F-A9KW-01A
67 years, female, white, stage:iii, dead, 254 days
9390.2
TCGA-DK-AA76-01A
64 years, female, white, stage:ii, alive, 366 days
9348.5
TCGA-UY-A78O-01A
74 years, female, white, stage:ii, alive, 2312 days
9340.9
TCGA-DK-A2I6-01A
81 years, male, white, stage:iv, alive, 2656 days
9289.1
TCGA-CF-A27C-01A
52 years, male, asian, stage:iii, alive, 425 days
9230.8
TCGA-GU-A764-01A
66 years, male, white, stage:ii, alive, 610 days
9122.6
TCGA-BT-A20P-01A
81 years, female, white, stage:iii, dead, 544 days
8977.6
TCGA-5N-A9KM-01A
73 years, female, white, stage:iii, dead, 530 days
8914.9
TCGA-K4-A3WV-01A
77 years, female, white, stage:ii, alive, 646 days
8908.6
TCGA-XF-AAMY-01A
78 years, male, white, stage:iii, alive, 3011 days
8899.3
TCGA-E7-A85H-01A
64 years, male, asian, stage:iii, alive, 394 days
8879.6
TCGA-GC-A3WC-01A
80 years, female, white, stage:iii, alive, 540 days
8632.7
TCGA-ZF-A9RC-01A
77 years, male, white, stage:iii, alive, 2868 days
8614.1
TCGA-SY-A9G0-01A
82 years, male, white, stage:iv, dead, 1008 days
8587.3
TCGA-ZF-AA52-01A
70 years, male, white, stage:iii, dead, 1077 days
8481.0
TCGA-K4-A83P-01A
77 years, male, white, stage:iv, alive, 495 days
8440.3
TCGA-CF-A1HS-01A
75 years, female, asian, stage:iii, alive, 382 days
8413.7
TCGA-FD-A6TA-01A
58 years, male, white, stage:iv, alive, 1912 days
8350.1
TCGA-UY-A78P-01A
78 years, female, white, stage:ii, alive, 2380 days
8314.0
TCGA-K4-A3WU-01B
88 years, male, white, stage:iii, alive, 105 days
8236.5
TCGA-FD-A62P-01A
76 years, male, white, stage:ii, dead, 191 days
8143.0
TCGA-ZF-AA4R-01A
67 years, male, white, stage:iv, dead, 1036 days
8100.1
TCGA-XF-AAN1-01A
75 years, female, stage:iii, dead, 941 days
8092.0
TCGA-YC-A8S6-01A
71 years, male, white, stage:ii, alive, 293 days
8031.9
TCGA-K4-A4AB-01B
76 years, male, white, stage:iii, alive, 84 days
7982.2
TCGA-CF-A47W-01A
42 years, male, asian, stage:ii, alive, 368 days
7953.3
TCGA-FD-A3SJ-01A
59 years, male, white, stage:iv, dead, 739 days
7888.4
TCGA-DK-A3WX-01A
67 years, female, white, stage:iii, dead, 321 days
7782.4
TCGA-FD-A3NA-01A
60 years, male, white, stage:ii, alive, 1845 days
7749.2
TCGA-XF-A9SU-01A
74 years, female, white, stage:iv, dead, 182 days
7699.6
TCGA-BL-A5ZZ-01A
80 years, female, white, stage:iii, alive, 377 days
7697.8
TCGA-BT-A20R-01A
79 years, female, white, stage:iv, dead, 154 days
7657.8
TCGA-DK-A1AA-01A
57 years, male, white, stage:iii, alive, 578 days
7638.7
TCGA-GV-A3JV-01A
66 years, male, white, stage:iv, dead, 434 days
7592.6
TCGA-ZF-A9R2-01A
75 years, male, white, stage:ii, alive, 642 days
7513.0
TCGA-DK-A3IN-01A
72 years, male, white, stage:iii, dead, 250 days
7505.3
TCGA-G2-A3VY-01A
66 years, male, asian, stage:ii, alive, 536 days
7482.6
TCGA-FD-A6TF-01A
80 years, female, white, stage:iv, dead, 69 days
7445.0
TCGA-ZF-A9RE-01A
78 years, female, white, stage:ii, dead, 106 days
7443.7
TCGA-DK-AA6Q-01A
61 years, female, white, stage:iv, dead, 413 days
7417.4
TCGA-G2-A2EL-01A
77 years, male, white, stage:ii, dead, 819 days
7389.4
TCGA-ZF-AA4U-01A
70 years, male, white, stage:iii, dead, 262 days
7382.6
TCGA-C4-A0F1-01A
71 years, male, stage:iii, alive, 89 days
7380.6
TCGA-YC-A9TC-01A
72 years, male, white, stage:iv, dead, 20 days
7373.5
TCGA-2F-A9KO-01A
63 years, male, white, stage:iv, dead, 734 days
7367.9
TCGA-FD-A3SM-01A
70 years, male, white, stage:iv, dead, 547 days
7360.3
TCGA-XF-A9SW-01A
85 years, male, white, stage:iv, dead, 362 days
7235.8
TCGA-DK-A1A3-01A
60 years, male, white, stage:iv, dead, 665 days
7218.7
TCGA-LC-A66R-01A
78 years, male, white, stage:iv, alive, 466 days
7166.0
TCGA-BT-A2LD-01A
78 years, female, white, stage:iv, dead, 623 days
7165.6
TCGA-GC-A3OO-01A
79 years, male, white, stage:ii, alive, 481 days
7123.9
TCGA-XF-A9SL-01A
69 years, male, white, stage:iv, dead, 2020 days
7085.3
TCGA-BL-A3JM-01A
63 years, male, white, stage:iii, dead, 205 days
7070.3
TCGA-YC-A89H-01A
78 years, female, white, stage:ii, alive, 573 days
7068.1
TCGA-XF-AAME-01A
64 years, female, white, stage:ii, dead, 2828 days
7048.0
TCGA-UY-A78K-01A
60 years, male, white, stage:iv, dead, 536 days
7044.0
TCGA-GU-A42Q-01A
67 years, male, white, stage:iii, dead, 344 days
7023.2
TCGA-ZF-A9R1-01A
81 years, male, white, stage:iv, alive, 773 days
6998.7
TCGA-E7-A519-01A
72 years, male, white, stage:ii, alive, 508 days
6978.2
TCGA-E7-A8O7-01A
52 years, male, asian, stage:ii, alive, 466 days
6946.6
TCGA-XF-A8HB-01A
50 years, female, stage:ii, alive, 1370 days
6854.9
TCGA-DK-A6B0-01A
61 years, male, white, stage:ii, alive, 2330 days
6832.7
TCGA-XF-A9ST-01A
68 years, male, white, stage:iii, dead, 128 days
6828.2
TCGA-BL-A13J-01A
65 years, male, white, stage:iv, dead, 81 days
6821.0
TCGA-DK-AA6U-01A
64 years, male, white, stage:ii, alive, 578 days
6817.4
TCGA-CU-A72E-01A
76 years, male, white, stage:iv, dead, 413 days
6810.0
TCGA-BT-A3PH-01A
76 years, male, white, stage:iv, dead, 142 days
6775.1
TCGA-FD-A6TB-01A
82 years, male, white, stage:iii, alive, 572 days
6735.9
TCGA-DK-A3IV-01A
60 years, male, white, stage:ii, dead, 294 days
6671.1
TCGA-2F-A9KP-01A
66 years, male, white, stage:iv, dead, 364 days
6643.9
TCGA-XF-AAN5-01A
61 years, female, white, stage:iii, alive, 2293 days
6620.2
TCGA-HQ-A2OE-01A
male, alive, 1174 days
6609.8
TCGA-BT-A2LB-01A
73 years, female, white, stage:iii, dead, 492 days
6608.2
TCGA-FD-A3B7-01A
66 years, male, black or african american, stage:iii, dead, 122 days
6575.6
TCGA-4Z-AA82-01A
59 years, male, black or african american, stage:iv, dead, 1556 days
6573.0
TCGA-FD-A43P-01A
74 years, male, black or african american, stage:ii, alive, 832 days
6562.7
TCGA-CF-A9FM-01A
50 years, male, asian, stage:i, alive, 398 days
6547.6
TCGA-GU-AATQ-01A
69 years, male, white, stage:iii, dead, 213 days
6517.5
TCGA-UY-A78M-01A
81 years, female, asian, stage:iv, dead, 690 days
6510.5
TCGA-ZF-A9R3-01A
53 years, female, white, stage:ii, dead, 949 days
6493.3
TCGA-GC-A3YS-01A
61 years, male, white, stage:iv, alive, 758 days
6470.7
TCGA-XF-AAMR-01A
48 years, male, white, stage:iii, alive, 2790 days
6354.8
TCGA-GU-A763-01A
72 years, male, white, stage:iii, alive, 997 days
6320.4
TCGA-GV-A3JX-01A
59 years, male, white, stage:iii, alive, 581 days
6275.3
TCGA-E7-A677-01A
81 years, male, asian, stage:ii, alive, 820 days
6251.5
TCGA-E7-A6MF-01A
37 years, male, asian, stage:ii, alive, 750 days
6199.0
TCGA-BT-A20N-01A
72 years, male, stage:iii, dead, 795 days
6191.4
TCGA-GU-A767-01A
81 years, male, white, stage:iv, dead, 144 days
6183.4
TCGA-DK-A1AG-01A
66 years, male, white, stage:iii, alive, 475 days
6164.7
TCGA-XF-A9SJ-01A
83 years, male, white, stage:iv, dead, 98 days
6149.4
TCGA-E5-A4U1-01A
72 years, male, stage:ii, alive, 1181 days
6124.7
TCGA-E7-A5KE-01A
78 years, female, asian, stage:ii, alive, 17 days
6118.7
TCGA-DK-A3IQ-01A
74 years, male, white, stage:iii, dead, 539 days
6083.4
TCGA-FT-A61P-01A
76 years, male, white, stage:iv, alive, 337 days
6072.9
TCGA-CU-A3QU-01A
58 years, male, white, stage:iv, alive, 158 days
6069.5
TCGA-YF-AA3L-01A
47 years, female, stage:ii, alive, 364 days
6031.8
TCGA-5N-A9KI-01A
76 years, female, white, stage:iii, dead, 76 days
5996.6
TCGA-GV-A3QI-01A
47 years, male, white, stage:iii, alive, 1110 days
5980.7
TCGA-XF-A9T5-01A
78 years, female, white, stage:iv, alive, 2027 days
5952.1
TCGA-FD-A6TD-01A
77 years, male, white, stage:iii, dead, 386 days
5937.6
TCGA-ZF-AA4W-01A
56 years, male, white, stage:iii, alive, 1830 days
5884.4
TCGA-UY-A78N-01A
79 years, male, white, stage:iv, dead, 2641 days
5883.2
TCGA-K4-A54R-01A
59 years, male, white, stage:ii, alive, 842 days
5859.6
TCGA-FD-A6TE-01A
54 years, male, white, stage:iv, alive, 376 days
5820.1
TCGA-XF-AAN4-01A
77 years, female, white, stage:iii, dead, 823 days
5766.7
TCGA-BT-A20U-01A
70 years, female, white, stage:iii, dead, 455 days
5729.4
TCGA-CU-A0YN-01A
60 years, male, white, stage:iii, dead, 393 days
5715.4
TCGA-4Z-AA87-01A
72 years, male, black or african american, stage:iii, alive, 1454 days
5714.9
TCGA-DK-A3IM-01A
77 years, male, white, stage:iii, dead, 248 days
5671.2
TCGA-4Z-AA7S-01A
66 years, male, black or african american, stage:iii, dead, 1064 days
5641.1
TCGA-ZF-A9R4-01A
83 years, male, white, stage:ii, alive, 921 days
5625.5
TCGA-HQ-A5ND-01A
78 years, male, stage:iv, dead, 274 days
5580.0
TCGA-DK-A6B2-01A
70 years, male, white, stage:iv, alive, 477 days
5578.1
TCGA-XF-A8HD-01A
77 years, male, white, stage:iii, alive, 2964 days
5575.8
TCGA-XF-AAMW-01A
79 years, female, white, stage:iv, dead, 253 days
5522.4
TCGA-DK-A1AF-01A
84 years, female, white, stage:iv, alive, 536 days
5518.7
TCGA-2F-A9KR-01A
59 years, female, stage:iii, dead, 3183 days
5508.5
TCGA-ZF-AA4N-01A
74 years, male, white, stage:ii, dead, 88 days
5496.3
TCGA-E7-A678-01A
55 years, male, asian, stage:iii, alive, 798 days
5495.8
TCGA-CF-A8HY-01A
59 years, male, asian, stage:ii, alive, 345 days
5483.8
TCGA-4Z-AA89-01A
61 years, male, white, stage:iv, alive, 902 days
5461.5
TCGA-XF-AAMT-01A
75 years, female, white, stage:iv, dead, 90 days
5403.4
TCGA-FD-A3SP-01A
60 years, male, white, stage:iii, alive, 783 days
5365.7
TCGA-4Z-AA81-01A
80 years, male, white, stage:ii, dead, 1270 days
5339.0
TCGA-XF-A9T0-01A
69 years, male, white, stage:iii, alive, 799 days
5336.8
TCGA-ZF-A9RM-01A
70 years, male, white, stage:ii, alive, 1455 days
5284.8
TCGA-GC-A3BM-01A
70 years, male, white, stage:ii, dead, 651 days
5282.4
TCGA-H4-A2HQ-01A
64 years, female, black or african american, stage:iv, alive, 590 days
5271.0
TCGA-XF-A9T3-01A
69 years, female, white, stage:iv, alive, 68 days
5259.7
TCGA-DK-A1AC-01A
72 years, male, white, stage:iii, alive, 3981 days
5244.9
TCGA-ZF-A9R5-01A
59 years, male, white, stage:iii, alive, 1090 days
5203.9
TCGA-ZF-AA4V-01A
66 years, male, white, stage:iii, alive, 1806 days
5189.2
TCGA-GC-A3I6-01A
45 years, male, white, stage:iii, dead, 630 days
5186.5
TCGA-BT-A20X-01A
56 years, male, white, stage:iv, dead, 251 days
5176.7
TCGA-FD-A3B5-01A
86 years, male, black or african american, stage:iv, dead, 272 days
5153.2
TCGA-G2-A2ES-01A
85 years, male, white, stage:ii, dead, 1004 days
5103.3
TCGA-4Z-AA80-01A
73 years, male, white, stage:ii, dead, 19 days
5063.1
TCGA-DK-A3IS-01A
68 years, male, white, stage:ii, alive, 1529 days
5036.0
TCGA-FD-A5C0-01A
61 years, male, white, stage:iv, dead, 550 days
4997.6
TCGA-UY-A8OC-01A
90 years, male, white, stage:iv, dead, 92 days
4969.1
TCGA-FD-A43Y-01A
65 years, male, white, stage:iii, dead, 474 days
4964.4
TCGA-K4-A6FZ-01A
75 years, female, white, stage:iii, alive, 55 days
4935.5
TCGA-DK-A6B5-01A
45 years, male, white, stage:iv, alive, 1542 days
4898.2
TCGA-CU-A3KJ-01A
75 years, male, white, stage:iii, alive, 562 days
4858.1
TCGA-FD-A43S-01A
71 years, female, white, stage:iii, alive, 455 days
4837.5
TCGA-FD-A3SQ-01A
62 years, male, white, stage:iv, dead, 1423 days
4793.6
TCGA-XF-A9T2-01A
54 years, male, white, stage:iii, dead, 575 days
4755.2
TCGA-FD-A6TC-01A
79 years, female, white, stage:iii, alive, 187 days
4685.3
TCGA-R3-A69X-01A
70 years, male, white, stage:iii, alive, 433 days
4606.4
TCGA-FD-A5BZ-01A
77 years, female, white, stage:iv, dead, 835 days
4600.5
TCGA-UY-A9PA-01A
48 years, male, white, stage:iii, alive, 119 days
4560.8
TCGA-BT-A2LA-01A
54 years, male, white, stage:iii, alive, 522 days
4556.5
TCGA-ZF-A9RF-01A
74 years, male, white, stage:ii, alive, 1949 days
4545.9
TCGA-K4-A5RI-01A
67 years, female, white, stage:iii, dead, 356 days
4498.3
TCGA-ZF-AA53-01A
60 years, male, white, stage:ii, alive, 1761 days
4481.7
TCGA-E7-A6ME-01A
75 years, male, asian, stage:ii, alive, 731 days
4481.5
TCGA-G2-A3IB-01A
66 years, male, black or african american, stage:ii, dead, 220 days
4458.2
TCGA-DK-A3IU-01A
58 years, male, white, stage:ii, dead, 706 days
4424.5
TCGA-UY-A78L-01A
62 years, male, white, stage:iv, alive, 1127 days
4420.2
TCGA-E7-A3X6-01A
70 years, male, white, stage:ii, dead, 904 days
4411.8
TCGA-GU-A766-01A
62 years, male, white, stage:ii, alive, 480 days
4410.4
TCGA-DK-A1AB-01A
74 years, female, white, stage:iv, dead, 508 days
4391.8
TCGA-UY-A8OB-01A
64 years, male, white, stage:iv, alive, 2109 days
4332.2
TCGA-XF-A9SY-01A
60 years, female, white, stage:iv, alive, 640 days
4301.5
TCGA-BT-A0S7-01A
75 years, male, white, stage:iii, dead, 200 days
4272.0
TCGA-HQ-A2OF-01A
52 years, female, stage:iii, alive, 1947 days
4247.4
TCGA-E5-A4TZ-01A
64 years, male, white, stage:iv, dead, 467 days
4247.2
TCGA-FD-A3SO-01A
68 years, male, white, stage:iv, dead, 168 days
4236.7
TCGA-FD-A3B8-01A
56 years, male, white, stage:ii, alive, 384 days
4236.7
TCGA-4Z-AA7Y-01A
60 years, male, white, stage:ii, alive, 1522 days
4233.3
TCGA-XF-AAN3-01A
76 years, male, white, stage:iv, alive, 2625 days
4227.8
TCGA-ZF-AA5H-01A
60 years, female, white, stage:iv, alive, 897 days
4187.8
TCGA-XF-A9SZ-01A
79 years, male, white, stage:iv, dead, 859 days
4170.1
TCGA-XF-A9SK-01A
65 years, male, white, stage:iv, dead, 486 days
4138.3
TCGA-E7-A7XN-01A
67 years, male, asian, stage:iii, alive, 428 days
4136.6
TCGA-XF-AAN8-01A
74 years, female, white, stage:iii, dead, 118 days
4106.9
TCGA-XF-AAML-01A
75 years, male, white, stage:ii, dead, 232 days
4086.8
TCGA-XF-AAMZ-01A
81 years, female, white, stage:iv, dead, 1348 days
4041.9
TCGA-G2-A2EF-01A
50 years, male, white, stage:ii, alive, 1884 days
4029.0
TCGA-DK-A1A6-01A
53 years, male, white, stage:iv, alive, 2020 days
3936.4
TCGA-FD-A5BS-01A
68 years, male, white, stage:iii, alive, 1639 days
3917.3
TCGA-2F-A9KT-01A
83 years, male, white, stage:ii, alive, 3314 days
3897.9
TCGA-XF-A9T8-01A
64 years, male, white, stage:iii, dead, 418 days
3855.7
TCGA-YF-AA3M-01A
57 years, male, stage:ii, alive, 415 days
3853.5
TCGA-FD-A3B3-01A
74 years, female, white, stage:iii, dead, 974 days
3841.2
TCGA-FD-A6TK-01A
60 years, male, white, stage:iii, alive, 330 days
3828.7
TCGA-CF-A3MG-01A
48 years, male, asian, stage:ii, alive, 369 days
3780.5
TCGA-BT-A20V-01A
59 years, female, black or african american, stage:iv, dead, 154 days
3772.0
TCGA-DK-A2HX-01A
80 years, female, white, stage:iv, dead, 1420 days
3730.1
TCGA-DK-AA6R-01A
69 years, male, white, stage:iv, alive, 5041 days
3655.8
TCGA-DK-A1A5-01A
79 years, male, white, stage:ii, dead, 65 days
3649.2
TCGA-CF-A5UA-01A
67 years, male, asian, stage:ii, alive, 365 days
3633.6
TCGA-HQ-A5NE-01A
56 years, male, stage:iii, dead, 370 days
3632.7
TCGA-XF-AAN2-01A
73 years, male, white, stage:ii, dead, 1869 days
3629.5
TCGA-FD-A62S-01A
60 years, female, black or african american, stage:iii, dead, 406 days
3620.8
TCGA-SY-A9G5-01A
66 years, male, white, stage:iii, alive, 1186 days
3619.3
TCGA-FD-A3N5-01A
69 years, male, black or african american, stage:ii, dead, 685 days
3605.5
TCGA-DK-A6B1-01A
67 years, male, white, stage:ii, alive, 2049 days
3576.1
TCGA-BT-A20O-01A
75 years, male, white, stage:iii, dead, 370 days
3563.6
TCGA-DK-AA77-01A
61 years, male, white, stage:ii, alive, 618 days
3492.6
TCGA-ZF-A9RN-01A
67 years, female, white, stage:iii, dead, 615 days
3490.0
TCGA-GV-A40E-01A
75 years, male, white, stage:ii, dead, 261 days
3473.4
TCGA-E7-A5KF-01A
67 years, male, asian, stage:ii, alive, 20 days
3464.1
TCGA-GC-A6I3-01A
90 years, female, black or african american, stage:iv, alive, 423 days
3423.1
TCGA-FD-A3N6-01A
43 years, female, black or african american, stage:ii, alive, 851 days
3417.3
TCGA-K4-A5RH-01A
69 years, male, white, stage:iii, alive, 276 days
3396.9
TCGA-GD-A3OS-01A
54 years, female, white, stage:ii, alive, 638 days
3315.9
TCGA-E7-A97P-01A
73 years, male, asian, stage:ii, dead, 437 days
3310.2
TCGA-DK-A3WW-01A
57 years, male, white, stage:iii, alive, 633 days
3281.8
TCGA-ZF-AA56-01A
79 years, female, white, stage:iii, dead, 259 days
3241.8
TCGA-GC-A3RB-01A
54 years, male, white, stage:iii, alive, 582 days
3235.2
TCGA-S5-A6DX-01A
83 years, male, white, stage:iv, dead, 56 days
3211.7
TCGA-XF-A9T6-01A
88 years, female, white, stage:iii, alive, 64 days
3194.2
TCGA-GC-A3RC-01A
59 years, male, white, stage:ii, alive, 484 days
3120.3
TCGA-FD-A3B6-01A
75 years, male, white, stage:ii, dead, 1005 days
3058.2
TCGA-G2-A2EO-01A
69 years, male, white, stage:iii, dead, 1804 days
3043.8
TCGA-DK-A3WY-01A
67 years, female, white, stage:iii, alive, 4967 days
3038.7
TCGA-DK-A3X2-01A
85 years, male, white, stage:iv, dead, 547 days
3025.4
TCGA-XF-A9SM-01A
76 years, male, white, stage:iii, alive, 1048 days
2995.2
TCGA-C4-A0EZ-01A
69 years, female, stage:iv, dead, 273 days
2984.5
TCGA-DK-A2I4-01A
79 years, male, white, stage:iii, alive, 4343 days
2978.3
TCGA-BT-A3PJ-01A
76 years, male, white, stage:iii, alive, 789 days
2959.5
TCGA-G2-A2EJ-01A
56 years, female, white, stage:ii, alive, 1460 days
2890.6
TCGA-FD-A5C1-01A
61 years, female, white, stage:iii, alive, 1792 days
2842.4
TCGA-GD-A3OQ-01A
48 years, male, white, stage:iv, alive, 95 days
2837.1
TCGA-FD-A5BU-01A
76 years, female, black or african american, stage:ii, alive, 588 days
2771.3
TCGA-DK-AA71-01A
71 years, male, white, stage:ii, alive, 415 days
2743.1
TCGA-GC-A4ZW-01A
71 years, male, white, stage:iii, alive, 15 days
2697.7
TCGA-FD-A5BX-01A
82 years, male, white, stage:iv, dead, 173 days
2694.1
TCGA-ZF-AA58-01A
61 years, female, white, stage:iv, alive, 1649 days
2690.5
TCGA-XF-A9SI-01A
73 years, female, asian, stage:ii, alive, 2423 days
2664.9
TCGA-XF-AAMQ-01A
59 years, female, white, stage:ii, alive, 2177 days
2624.7
TCGA-GU-AATO-01A
75 years, male, white, stage:iv, dead, 324 days
2602.7
TCGA-XF-AAN7-01A
60 years, male, white, stage:iv, dead, 565 days
2533.7
TCGA-BL-A13I-01A
57 years, female, white, stage:iii, dead, 223 days
2526.3
TCGA-G2-AA3C-01A
66 years, male, white, stage:iv, dead, 211 days
2523.4
TCGA-DK-AA6L-01A
48 years, male, white, stage:iv, dead, 1163 days
2486.2
TCGA-FD-A62N-01A
69 years, male, asian, stage:iii, alive, 82 days
2292.0
TCGA-FD-A6TH-01A
63 years, male, white, stage:iv, dead, 131 days
2283.2
TCGA-XF-AAMH-01A
80 years, male, white, stage:iv, dead, 344 days
2256.0
TCGA-FD-A3B4-01A
55 years, female, black or african american, stage:iii, dead, 510 days
2205.1
TCGA-4Z-AA86-01A
67 years, male, black or african american, stage:iv, dead, 311 days
2164.6
TCGA-ZF-A9RD-01A
75 years, female, white, stage:iv, dead, 408 days
2156.0
TCGA-GU-A762-01A
87 years, male, white, stage:iv, dead, 232 days
2154.5
TCGA-FD-A3SR-01A
68 years, male, white, stage:iv, dead, 602 days
2020.0
TCGA-PQ-A6FI-01A
70 years, male, white, stage:ii, alive, 372 days
2009.9
TCGA-UY-A9PB-01A
49 years, male, white, stage:iii, alive, 899 days
2000.8
TCGA-E7-A7DV-01A
44 years, male, white, stage:iv, alive, 37 days
1970.0
TCGA-ZF-AA5N-01A
62 years, female, white, stage:iv, dead, 168 days
1905.4
TCGA-DK-AA6M-01A
64 years, female, white, stage:ii, alive, 1582 days
1870.5
TCGA-DK-AA74-01A
75 years, male, white, stage:iii, alive, 1708 days
1789.9
TCGA-FD-A5BY-01A
63 years, female, white, stage:iii, alive, 251 days
1772.9
TCGA-XF-A9SX-01A
63 years, female, white, stage:iv, dead, 719 days
1757.1
TCGA-FD-A5BT-01A
84 years, male, white, stage:iii, dead, 328 days
1734.8
TCGA-XF-A9T4-01A
48 years, male, white, stage:iv, dead, 495 days
1665.7
TCGA-PQ-A6FN-01A
78 years, female, white, stage:iii, alive, 507 days
1621.5
TCGA-C4-A0F0-01A
60 years, male, stage:ii, alive, 59 days
1540.3
TCGA-FJ-A871-01A
49 years, male, white, stage:iii, dead, 272 days
1534.5
TCGA-4Z-AA7W-01A
55 years, male, white, stage:ii, alive, 840 days
1478.5
TCGA-K4-A5RJ-01A
75 years, male, white, stage:ii, alive, 539 days
1455.1
TCGA-GC-A6I1-01A
90 years, female, white, stage:ii, dead, 272 days
1431.3
TCGA-GD-A6C6-01A
64 years, male, white, stage:iii, alive, 67 days
1144.2
TCGA-ZF-AA54-01A
71 years, male, white, stage:iii, dead, 590 days
812.0
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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.