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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 average 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
2092.4
Number of samples
406
Samples
Sample
Description
FPKM
TCGA-H4-A2HO-01A
53 years, male, white, stage:iii, alive, 46 days
15326.7
TCGA-CF-A3MF-01A
34 years, male, asian, stage:iii, alive, 383 days
14960.1
TCGA-DK-A3IK-01A
87 years, male, white, stage:iv, dead, 146 days
13423.0
TCGA-CF-A3MI-01A
62 years, male, asian, stage:ii, alive, 370 days
10243.0
TCGA-E7-A3Y1-01A
57 years, male, white, stage:ii, alive, 163 days
10048.5
TCGA-CF-A47X-01A
60 years, male, asian, stage:ii, alive, 384 days
9835.9
TCGA-CF-A47S-01A
41 years, male, asian, stage:ii, alive, 333 days
9314.8
TCGA-FJ-A3Z7-01A
76 years, male, white, stage:iv, alive, 945 days
9305.0
TCGA-DK-A1A7-01A
67 years, female, white, stage:iv, alive, 560 days
9225.4
TCGA-G2-A2EK-01A
57 years, male, white, stage:ii, alive, 485 days
9121.8
TCGA-CF-A9FL-01A
85 years, male, asian, stage:iii, dead, 565 days
8929.0
TCGA-CF-A47V-01A
52 years, male, asian, stage:ii, alive, 379 days
8479.6
TCGA-DK-A6B6-01A
57 years, male, white, stage:ii, alive, 1115 days
8085.1
TCGA-ZF-A9R7-01A
76 years, female, white, stage:ii, alive, 665 days
7953.1
TCGA-CF-A47Y-01A
55 years, male, asian, stage:ii, alive, 373 days
7555.1
TCGA-FJ-A3ZF-01A
73 years, male, white, stage:iii, alive, 524 days
7544.0
TCGA-E7-A7PW-01A
63 years, male, asian, stage:iii, alive, 416 days
7466.0
TCGA-E7-A97Q-01A
60 years, female, white, stage:iv, dead, 246 days
7186.2
TCGA-G2-A3IE-01A
52 years, male, white, stage:ii, dead, 612 days
7156.8
TCGA-GD-A76B-01A
86 years, female, white, stage:ii, dead, 224 days
6927.9
TCGA-CF-A9FF-01A
52 years, male, asian, stage:ii, alive, 361 days
6824.3
TCGA-DK-AA6X-01A
63 years, male, white, stage:ii, alive, 467 days
6788.4
TCGA-ZF-A9RL-01A
61 years, male, white, stage:ii, alive, 2703 days
6628.2
TCGA-KQ-A41R-01A
80 years, female, white, stage:ii, alive, 1350 days
6404.0
TCGA-DK-AA6T-01A
63 years, male, white, stage:ii, alive, 572 days
6164.4
TCGA-FD-A43N-01A
76 years, male, white, stage:iii, alive, 230 days
6033.8
TCGA-MV-A51V-01A
75 years, male, white, stage:iii, alive, 410 days
5714.7
TCGA-DK-A3IL-01A
79 years, female, white, stage:iv, dead, 413 days
5670.7
TCGA-ZF-A9R0-01A
82 years, male, white, stage:iii, dead, 680 days
5595.2
TCGA-CU-A0YO-01A
84 years, male, white, stage:iv, dead, 149 days
5497.6
TCGA-CF-A8HX-01A
55 years, female, asian, stage:ii, alive, 345 days
5435.8
TCGA-DK-A1AD-01A
69 years, male, white, stage:iv, alive, 3420 days
5281.0
TCGA-DK-A3X1-01A
78 years, female, white, stage:iii, alive, 2009 days
5274.1
TCGA-XF-A8HB-01A
50 years, female, stage:ii, alive, 1370 days
5228.9
TCGA-CF-A27C-01A
52 years, male, asian, stage:iii, alive, 425 days
5177.5
TCGA-GD-A3OP-01A
84 years, female, white, stage:iv, alive, 64 days
5140.9
TCGA-LT-A8JT-01A
69 years, female, white, stage:ii, alive, 641 days
5133.2
TCGA-G2-AA3B-01A
75 years, female, white, stage:ii, alive, 2008 days
5119.8
TCGA-C4-A0F6-01A
82 years, female, stage:iii, alive, 700 days
5096.1
TCGA-KQ-A41N-01A
73 years, male, black or african american, stage:iii, alive, 1604 days
4859.4
TCGA-G2-AA3D-01A
60 years, male, white, stage:iv, alive, 2139 days
4818.7
TCGA-DK-AA6P-01A
72 years, female, white, stage:ii, alive, 457 days
4804.0
TCGA-GC-A3RD-01A
83 years, female, white, stage:iii, alive, 428 days
4687.1
TCGA-FJ-A3Z9-01A
72 years, male, white, dead, 385 days
4612.3
TCGA-LT-A5Z6-01A
56 years, male, white, stage:ii, alive, 474 days
4572.7
TCGA-C4-A0F7-01A
77 years, male, stage:iv, dead, 62 days
4547.1
TCGA-CF-A47W-01A
42 years, male, asian, stage:ii, alive, 368 days
4537.6
TCGA-G2-A2EC-01A
58 years, female, black or african american, stage:ii, dead, 696 days
4528.0
TCGA-BL-A0C8-01A
73 years, male, white, stage:i, alive, 1219 days
4467.9
TCGA-CF-A3MH-01A
75 years, male, asian, stage:ii, alive, 398 days
4408.4
TCGA-GV-A3QK-01B
56 years, female, white, stage:iv, alive, 832 days
4372.9
TCGA-CF-A1HR-01A
62 years, male, asian, stage:iii, alive, 389 days
4188.6
TCGA-UY-A9PF-01A
78 years, male, white, stage:iv, alive, 117 days
4183.7
TCGA-XF-A9SP-01A
59 years, male, white, stage:iii, dead, 454 days
4141.6
TCGA-SY-A9G5-01A
66 years, male, white, stage:iii, alive, 1186 days
3911.2
TCGA-ZF-AA4X-01A
56 years, male, white, stage:ii, alive, 2044 days
3863.0
TCGA-XF-A9SH-01A
65 years, female, asian, stage:ii, dead, 1971 days
3828.7
TCGA-FD-A6TI-01A
73 years, male, white, stage:iv, dead, 294 days
3789.9
TCGA-FD-A43X-01A
84 years, male, white, stage:ii, alive, 110 days
3765.3
TCGA-GV-A3QH-01A
67 years, male, white, stage:ii, dead, 258 days
3754.0
TCGA-GU-A763-01A
72 years, male, white, stage:iii, alive, 997 days
3737.7
TCGA-BT-A20Q-01A
73 years, male, white, stage:iv, dead, 593 days
3732.7
TCGA-E7-A8O8-01A
59 years, male, asian, stage:ii, alive, 13 days
3717.6
TCGA-FD-A43U-01A
70 years, male, white, stage:iv, alive, 636 days
3713.7
TCGA-CF-A47T-01A
58 years, female, asian, stage:ii, dead, 385 days
3712.4
TCGA-S5-AA26-01A
46 years, male, black or african american, stage:iii, alive, 503 days
3684.6
TCGA-GU-A764-01A
66 years, male, white, stage:ii, alive, 610 days
3580.8
TCGA-2F-A9KQ-01A
69 years, male, white, stage:iii, alive, 2886 days
3568.9
TCGA-ZF-A9R9-01A
58 years, male, white, stage:iv, dead, 864 days
3536.1
TCGA-UY-A8OD-01A
67 years, female, black or african american, stage:ii, alive, 3432 days
3469.2
TCGA-GU-AATP-01A
74 years, male, white, stage:iv, alive, 1003 days
3390.1
TCGA-DK-AA76-01A
64 years, female, white, stage:ii, alive, 366 days
3382.8
TCGA-BT-A2LB-01A
73 years, female, white, stage:iii, dead, 492 days
3340.3
TCGA-ZF-A9R3-01A
53 years, female, white, stage:ii, dead, 949 days
3330.0
TCGA-FD-A62O-01A
74 years, male, white, stage:iv, dead, 216 days
3256.6
TCGA-K4-A4AB-01B
76 years, male, white, stage:iii, alive, 84 days
3230.7
TCGA-4Z-AA84-01A
61 years, male, white, stage:iv, alive, 460 days
3203.3
TCGA-FD-A3SS-01A
66 years, male, white, stage:iv, dead, 391 days
3177.6
TCGA-GD-A2C5-01A
53 years, female, white, stage:iv, alive, 812 days
3170.5
TCGA-XF-A8HG-01A
69 years, male, white, stage:iii, dead, 467 days
3146.2
TCGA-XF-AAMJ-01A
70 years, male, asian, stage:iii, dead, 1670 days
3144.2
TCGA-XF-A8HI-01A
57 years, female, white, stage:iv, dead, 544 days
3127.3
TCGA-UY-A78M-01A
81 years, female, asian, stage:iv, dead, 690 days
3101.0
TCGA-FD-A43S-01A
71 years, female, white, stage:iii, alive, 455 days
3057.7
TCGA-FJ-A3ZE-01A
65 years, male, white, stage:iv, dead, 324 days
2977.3
TCGA-E7-A678-01A
55 years, male, asian, stage:iii, alive, 798 days
2973.6
TCGA-E7-A4XJ-01A
66 years, male, asian, stage:ii, dead, 68 days
2947.1
TCGA-CF-A7I0-01A
54 years, male, asian, stage:ii, alive, 368 days
2939.9
TCGA-GV-A3JW-01A
74 years, male, white, stage:ii, alive, 649 days
2932.1
TCGA-XF-AAN1-01A
75 years, female, stage:iii, dead, 941 days
2906.5
TCGA-G2-A3VY-01A
66 years, male, asian, stage:ii, alive, 536 days
2898.9
TCGA-GC-A3OO-01A
79 years, male, white, stage:ii, alive, 481 days
2891.7
TCGA-5N-A9KM-01A
73 years, female, white, stage:iii, dead, 530 days
2886.9
TCGA-4Z-AA83-01A
52 years, male, white, stage:ii, alive, 2024 days
2882.5
TCGA-4Z-AA7N-01A
66 years, male, white, stage:iii, dead, 1367 days
2863.7
TCGA-DK-A2I1-01A
73 years, female, white, stage:ii, alive, 546 days
2852.7
TCGA-UY-A9PH-01A
73 years, male, white, stage:ii, alive, 1561 days
2828.0
TCGA-ZF-A9R4-01A
83 years, male, white, stage:ii, alive, 921 days
2823.5
TCGA-E7-A8O7-01A
52 years, male, asian, stage:ii, alive, 466 days
2794.9
TCGA-ZF-AA5P-01A
65 years, male, white, stage:iv, alive, 372 days
2784.3
TCGA-DK-AA6W-01A
79 years, male, white, stage:ii, dead, 415 days
2745.8
TCGA-4Z-AA7Q-01A
79 years, male, white, stage:iii, dead, 510 days
2724.2
TCGA-DK-AA6U-01A
64 years, male, white, stage:ii, alive, 578 days
2687.1
TCGA-FD-A3SN-01A
79 years, male, white, stage:iii, alive, 887 days
2673.4
TCGA-KQ-A41O-01A
84 years, male, stage:iv, alive, 1538 days
2666.0
TCGA-YC-A8S6-01A
71 years, male, white, stage:ii, alive, 293 days
2629.4
TCGA-FD-A3SJ-01A
59 years, male, white, stage:iv, dead, 739 days
2580.0
TCGA-UY-A78K-01A
60 years, male, white, stage:iv, dead, 536 days
2571.3
TCGA-E7-A519-01A
72 years, male, white, stage:ii, alive, 508 days
2566.0
TCGA-E7-A6MF-01A
37 years, male, asian, stage:ii, alive, 750 days
2552.8
TCGA-DK-A3IV-01A
60 years, male, white, stage:ii, dead, 294 days
2536.4
TCGA-GU-A42P-01A
72 years, male, white, stage:iv, dead, 332 days
2506.6
TCGA-BT-A2LD-01A
78 years, female, white, stage:iv, dead, 623 days
2500.2
TCGA-CU-A3QU-01A
58 years, male, white, stage:iv, alive, 158 days
2481.8
TCGA-K4-A3WU-01B
88 years, male, white, stage:iii, alive, 105 days
2430.0
TCGA-E5-A4U1-01A
72 years, male, stage:ii, alive, 1181 days
2402.3
TCGA-K4-AAQO-01A
56 years, male, white, stage:iii, alive, 359 days
2399.1
TCGA-BT-A42C-01A
64 years, male, white, stage:ii, alive, 873 days
2397.9
TCGA-GC-A3BM-01A
70 years, male, white, stage:ii, dead, 651 days
2396.3
TCGA-BT-A0YX-01A
70 years, female, white, stage:iii, dead, 400 days
2391.0
TCGA-BL-A13J-01A
65 years, male, white, stage:iv, dead, 81 days
2383.0
TCGA-BT-A42E-01A
74 years, male, white, stage:iii, alive, 1108 days
2373.0
TCGA-E7-A3X6-01A
70 years, male, white, stage:ii, dead, 904 days
2251.2
TCGA-XF-A8HH-01A
61 years, female, white, stage:iv, dead, 57 days
2213.1
TCGA-G2-AA3F-01A
77 years, male, white, stage:iv, alive, 893 days
2209.1
TCGA-FD-A5BV-01A
47 years, female, white, stage:iii, dead, 163 days
2199.0
TCGA-XF-AAN4-01A
77 years, female, white, stage:iii, dead, 823 days
2197.3
TCGA-BT-A20W-01A
71 years, male, white, stage:ii, dead, 254 days
2186.5
TCGA-FD-A6TF-01A
80 years, female, white, stage:iv, dead, 69 days
2185.5
TCGA-ZF-A9R5-01A
59 years, male, white, stage:iii, alive, 1090 days
2151.3
TCGA-UY-A9PA-01A
48 years, male, white, stage:iii, alive, 119 days
2140.4
TCGA-XF-A8HF-01A
80 years, male, white, stage:iii, dead, 2954 days
2114.2
TCGA-CU-A5W6-01A
70 years, male, white, stage:iii, dead, 56 days
2102.0
TCGA-CF-A5U8-01A
59 years, male, asian, stage:ii, alive, 399 days
2097.1
TCGA-XF-A9SL-01A
69 years, male, white, stage:iv, dead, 2020 days
2096.5
TCGA-XF-AAMR-01A
48 years, male, white, stage:iii, alive, 2790 days
2093.3
TCGA-UY-A9PE-01A
87 years, male, white, stage:iv, alive, 189 days
2090.5
TCGA-ZF-AA51-01A
69 years, female, white, stage:ii, alive, 1714 days
2085.7
TCGA-GC-A3I6-01A
45 years, male, white, stage:iii, dead, 630 days
2053.6
TCGA-GC-A3WC-01A
80 years, female, white, stage:iii, alive, 540 days
2023.5
TCGA-BT-A42F-01A
64 years, male, white, stage:iv, alive, 864 days
2010.8
TCGA-4Z-AA7S-01A
66 years, male, black or african american, stage:iii, dead, 1064 days
1997.7
TCGA-YC-A89H-01A
78 years, female, white, stage:ii, alive, 573 days
1990.5
TCGA-DK-A3IT-01A
62 years, male, white, stage:iii, alive, 648 days
1986.4
TCGA-XF-AAN8-01A
74 years, female, white, stage:iii, dead, 118 days
1979.9
TCGA-DK-A1AF-01A
84 years, female, white, stage:iv, alive, 536 days
1969.3
TCGA-ZF-AA4R-01A
67 years, male, white, stage:iv, dead, 1036 days
1969.3
TCGA-DK-A3IQ-01A
74 years, male, white, stage:iii, dead, 539 days
1962.8
TCGA-G2-A2EL-01A
77 years, male, white, stage:ii, dead, 819 days
1940.4
TCGA-XF-A8HC-01A
79 years, male, asian, stage:iv, dead, 200 days
1915.5
TCGA-XF-AAME-01A
64 years, female, white, stage:ii, dead, 2828 days
1913.3
TCGA-XF-A9SW-01A
85 years, male, white, stage:iv, dead, 362 days
1883.1
TCGA-K4-A6MB-01A
64 years, male, white, stage:iv, alive, 469 days
1883.0
TCGA-DK-A2I6-01A
81 years, male, white, stage:iv, alive, 2656 days
1869.1
TCGA-4Z-AA7O-01A
64 years, male, black or african american, stage:ii, alive, 512 days
1845.4
TCGA-BT-A3PK-01A
80 years, male, white, stage:ii, dead, 303 days
1812.4
TCGA-DK-A6AW-01A
70 years, male, white, stage:ii, alive, 1621 days
1810.7
TCGA-FD-A62P-01A
76 years, male, white, stage:ii, dead, 191 days
1789.0
TCGA-XF-A9T3-01A
69 years, female, white, stage:iv, alive, 68 days
1784.0
TCGA-XF-A9T5-01A
78 years, female, white, stage:iv, alive, 2027 days
1767.6
TCGA-DK-A1AA-01A
57 years, male, white, stage:iii, alive, 578 days
1762.9
TCGA-ZF-A9RM-01A
70 years, male, white, stage:ii, alive, 1455 days
1758.2
TCGA-E7-A677-01A
81 years, male, asian, stage:ii, alive, 820 days
1726.2
TCGA-DK-AA6S-01A
60 years, male, white, stage:iii, alive, 5050 days
1715.5
TCGA-YC-A9TC-01A
72 years, male, white, stage:iv, dead, 20 days
1715.0
TCGA-XF-AAMY-01A
78 years, male, white, stage:iii, alive, 3011 days
1703.5
TCGA-GV-A3QF-01A
79 years, male, white, stage:iv, dead, 617 days
1701.9
TCGA-BT-A20T-01A
63 years, male, white, stage:iv, dead, 453 days
1701.6
TCGA-FD-A3SQ-01A
62 years, male, white, stage:iv, dead, 1423 days
1698.7
TCGA-E5-A4TZ-01A
64 years, male, white, stage:iv, dead, 467 days
1695.0
TCGA-KQ-A41P-01A
76 years, male, white, stage:iv, alive, 1094 days
1689.5
TCGA-K4-A6FZ-01A
75 years, female, white, stage:iii, alive, 55 days
1688.9
TCGA-FD-A3NA-01A
60 years, male, white, stage:ii, alive, 1845 days
1678.1
TCGA-DK-A3IU-01A
58 years, male, white, stage:ii, dead, 706 days
1656.4
TCGA-FD-A5BR-01A
57 years, male, white, stage:ii, alive, 813 days
1643.8
TCGA-DK-AA75-01A
82 years, male, white, stage:iii, dead, 340 days
1643.4
TCGA-DK-A1AB-01A
74 years, female, white, stage:iv, dead, 508 days
1622.6
TCGA-DK-A3WX-01A
67 years, female, white, stage:iii, dead, 321 days
1620.7
TCGA-FD-A3B3-01A
74 years, female, white, stage:iii, dead, 974 days
1596.6
TCGA-4Z-AA82-01A
59 years, male, black or african american, stage:iv, dead, 1556 days
1548.7
TCGA-CU-A0YR-01A
84 years, male, white, stage:iv, dead, 460 days
1520.7
TCGA-K4-A83P-01A
77 years, male, white, stage:iv, alive, 495 days
1518.3
TCGA-4Z-AA7R-01A
73 years, male, black or african american, stage:iv, dead, 522 days
1507.6
TCGA-DK-A6B0-01A
61 years, male, white, stage:ii, alive, 2330 days
1502.6
TCGA-UY-A78O-01A
74 years, female, white, stage:ii, alive, 2312 days
1500.4
TCGA-GU-A42R-01A
68 years, male, white, stage:iv, dead, 577 days
1489.5
TCGA-DK-A2HX-01A
80 years, female, white, stage:iv, dead, 1420 days
1479.9
TCGA-K4-A3WV-01A
77 years, female, white, stage:ii, alive, 646 days
1473.1
TCGA-GV-A3JX-01A
59 years, male, white, stage:iii, alive, 581 days
1472.9
TCGA-E7-A7DU-01A
73 years, male, white, stage:iii, alive, 28 days
1470.3
TCGA-GD-A3OQ-01A
48 years, male, white, stage:iv, alive, 95 days
1466.7
TCGA-SY-A9G0-01A
82 years, male, white, stage:iv, dead, 1008 days
1458.7
TCGA-FD-A3SL-01A
60 years, male, white, stage:iv, dead, 712 days
1449.1
TCGA-5N-A9KI-01A
76 years, female, white, stage:iii, dead, 76 days
1448.6
TCGA-UY-A78P-01A
78 years, female, white, stage:ii, alive, 2380 days
1425.7
TCGA-XF-AAN0-01A
68 years, male, white, stage:iv, dead, 1718 days
1412.3
TCGA-CF-A3MG-01A
48 years, male, asian, stage:ii, alive, 369 days
1395.6
TCGA-XF-AAMZ-01A
81 years, female, white, stage:iv, dead, 1348 days
1392.1
TCGA-GU-AATQ-01A
69 years, male, white, stage:iii, dead, 213 days
1381.6
TCGA-2F-A9KO-01A
63 years, male, white, stage:iv, dead, 734 days
1380.4
TCGA-C4-A0F1-01A
71 years, male, stage:iii, alive, 89 days
1369.6
TCGA-GV-A3QI-01A
47 years, male, white, stage:iii, alive, 1110 days
1346.1
TCGA-E7-A5KE-01A
78 years, female, asian, stage:ii, alive, 17 days
1335.8
TCGA-GU-A767-01A
81 years, male, white, stage:iv, dead, 144 days
1332.9
TCGA-CU-A3YL-01A
67 years, male, white, stage:iii, alive, 906 days
1324.5
TCGA-GD-A3OS-01A
54 years, female, white, stage:ii, alive, 638 days
1318.0
TCGA-ZF-AA4U-01A
70 years, male, white, stage:iii, dead, 262 days
1305.3
TCGA-4Z-AA7M-01A
65 years, male, white, stage:iii, alive, 495 days
1297.5
TCGA-BL-A5ZZ-01A
80 years, female, white, stage:iii, alive, 377 days
1276.8
TCGA-DK-A2I2-01A
63 years, female, white, stage:iv, dead, 237 days
1252.2
TCGA-XF-AAML-01A
75 years, male, white, stage:ii, dead, 232 days
1224.9
TCGA-DK-AA6L-01A
48 years, male, white, stage:iv, dead, 1163 days
1209.0
TCGA-HQ-A2OE-01A
male, alive, 1174 days
1203.1
TCGA-GC-A6I3-01A
90 years, female, black or african american, stage:iv, alive, 423 days
1196.8
TCGA-E7-A6ME-01A
75 years, male, asian, stage:ii, alive, 731 days
1191.0
TCGA-XF-AAN5-01A
61 years, female, white, stage:iii, alive, 2293 days
1190.2
TCGA-CF-A9FM-01A
50 years, male, asian, stage:i, alive, 398 days
1188.5
TCGA-E7-A5KF-01A
67 years, male, asian, stage:ii, alive, 20 days
1187.8
TCGA-G2-A3IB-01A
66 years, male, black or african american, stage:ii, dead, 220 days
1175.2
TCGA-CF-A8HY-01A
59 years, male, asian, stage:ii, alive, 345 days
1174.0
TCGA-FD-A6TE-01A
54 years, male, white, stage:iv, alive, 376 days
1172.6
TCGA-DK-AA6M-01A
64 years, female, white, stage:ii, alive, 1582 days
1170.2
TCGA-DK-A1AE-01A
84 years, male, white, stage:iii, alive, 491 days
1148.6
TCGA-XF-AAMT-01A
75 years, female, white, stage:iv, dead, 90 days
1147.4
TCGA-DK-A1A5-01A
79 years, male, white, stage:ii, dead, 65 days
1128.4
TCGA-E7-A85H-01A
64 years, male, asian, stage:iii, alive, 394 days
1127.9
TCGA-FD-A3B8-01A
56 years, male, white, stage:ii, alive, 384 days
1125.6
TCGA-4Z-AA7Y-01A
60 years, male, white, stage:ii, alive, 1522 days
1118.3
TCGA-G2-A2ES-01A
85 years, male, white, stage:ii, dead, 1004 days
1113.2
TCGA-DK-AA71-01A
71 years, male, white, stage:ii, alive, 415 days
1106.3
TCGA-R3-A69X-01A
70 years, male, white, stage:iii, alive, 433 days
1101.0
TCGA-XF-AAMX-01A
87 years, female, black or african american, stage:iii, dead, 206 days
1092.8
TCGA-FD-A6TB-01A
82 years, male, white, stage:iii, alive, 572 days
1091.4
TCGA-E5-A2PC-01A
61 years, female, white, stage:iv, alive, 1326 days
1088.3
TCGA-K4-A4AC-01A
83 years, male, white, stage:ii, dead, 278 days
1085.3
TCGA-4Z-AA89-01A
61 years, male, white, stage:iv, alive, 902 days
1083.6
TCGA-FD-A62S-01A
60 years, female, black or african american, stage:iii, dead, 406 days
1059.1
TCGA-K4-A3WS-01A
66 years, male, white, stage:iii, alive, 761 days
1047.5
TCGA-CF-A5UA-01A
67 years, male, asian, stage:ii, alive, 365 days
1038.3
TCGA-YF-AA3L-01A
47 years, female, stage:ii, alive, 364 days
1036.5
TCGA-FT-A3EE-01A
80 years, female, white, stage:iii, dead, 99 days
1028.4
TCGA-GV-A3JZ-01A
55 years, male, white, stage:iv, alive, 603 days
1022.2
TCGA-S5-A6DX-01A
83 years, male, white, stage:iv, dead, 56 days
1006.9
TCGA-ZF-A9R2-01A
75 years, male, white, stage:ii, alive, 642 days
1002.9
TCGA-XF-A9SJ-01A
83 years, male, white, stage:iv, dead, 98 days
999.6
TCGA-E7-A6MD-01A
66 years, male, white, stage:iv, alive, 129 days
995.7
TCGA-DK-A6AV-01A
82 years, female, asian, stage:ii, alive, 1952 days
990.3
TCGA-KQ-A41S-01A
87 years, female, white, stage:iii, alive, 35 days
979.0
TCGA-FJ-A871-01A
49 years, male, white, stage:iii, dead, 272 days
978.1
TCGA-BT-A20R-01A
79 years, female, white, stage:iv, dead, 154 days
969.1
TCGA-YF-AA3M-01A
57 years, male, stage:ii, alive, 415 days
969.0
TCGA-G2-AA3C-01A
66 years, male, white, stage:iv, dead, 211 days
967.9
TCGA-XF-A9SU-01A
74 years, female, white, stage:iv, dead, 182 days
944.5
TCGA-G2-A2EO-01A
69 years, male, white, stage:iii, dead, 1804 days
943.3
TCGA-FD-A5BZ-01A
77 years, female, white, stage:iv, dead, 835 days
940.8
TCGA-ZF-AA4T-01A
65 years, male, white, stage:iv, dead, 599 days
940.2
TCGA-ZF-AA52-01A
70 years, male, white, stage:iii, dead, 1077 days
938.1
TCGA-DK-A6B1-01A
67 years, male, white, stage:ii, alive, 2049 days
930.1
TCGA-XF-A9SI-01A
73 years, female, asian, stage:ii, alive, 2423 days
906.8
TCGA-FD-A6TK-01A
60 years, male, white, stage:iii, alive, 330 days
904.6
TCGA-ZF-A9RE-01A
78 years, female, white, stage:ii, dead, 106 days
904.3
TCGA-DK-A6B2-01A
70 years, male, white, stage:iv, alive, 477 days
893.5
TCGA-CF-A1HS-01A
75 years, female, asian, stage:iii, alive, 382 days
886.5
TCGA-GV-A40E-01A
75 years, male, white, stage:ii, dead, 261 days
883.6
TCGA-UY-A9PD-01A
81 years, male, white, stage:iii, alive, 542 days
865.1
TCGA-CU-A72E-01A
76 years, male, white, stage:iv, dead, 413 days
864.6
TCGA-2F-A9KW-01A
67 years, female, white, stage:iii, dead, 254 days
849.0
TCGA-BL-A3JM-01A
63 years, male, white, stage:iii, dead, 205 days
830.3
TCGA-DK-AA77-01A
61 years, male, white, stage:ii, alive, 618 days
828.0
TCGA-FD-A6TG-01A
73 years, male, white, stage:iv, dead, 93 days
826.1
TCGA-E7-A4IJ-01A
56 years, male, asian, stage:ii, dead, 674 days
824.2
TCGA-H4-A2HQ-01A
64 years, female, black or african american, stage:iv, alive, 590 days
809.4
TCGA-GV-A40G-01A
77 years, male, white, stage:ii, alive, 580 days
801.2
TCGA-XF-A9SV-01A
82 years, male, white, stage:iv, dead, 388 days
800.9
TCGA-GC-A3RC-01A
59 years, male, white, stage:ii, alive, 484 days
800.7
TCGA-BT-A20P-01A
81 years, female, white, stage:iii, dead, 544 days
791.7
TCGA-FD-A3SO-01A
68 years, male, white, stage:iv, dead, 168 days
760.8
TCGA-FD-A5BS-01A
68 years, male, white, stage:iii, alive, 1639 days
760.7
TCGA-DK-A1AG-01A
66 years, male, white, stage:iii, alive, 475 days
757.0
TCGA-FD-A3SM-01A
70 years, male, white, stage:iv, dead, 547 days
756.4
TCGA-BT-A0S7-01A
75 years, male, white, stage:iii, dead, 200 days
751.2
TCGA-ZF-A9RF-01A
74 years, male, white, stage:ii, alive, 1949 days
749.1
TCGA-DK-A3IS-01A
68 years, male, white, stage:ii, alive, 1529 days
748.8
TCGA-FD-A43P-01A
74 years, male, black or african american, stage:ii, alive, 832 days
748.6
TCGA-ZF-AA4N-01A
74 years, male, white, stage:ii, dead, 88 days
748.1
TCGA-FD-A5BT-01A
84 years, male, white, stage:iii, dead, 328 days
746.4
TCGA-G2-A2EJ-01A
56 years, female, white, stage:ii, alive, 1460 days
739.0
TCGA-G2-A2EF-01A
50 years, male, white, stage:ii, alive, 1884 days
728.3
TCGA-4Z-AA87-01A
72 years, male, black or african american, stage:iii, alive, 1454 days
719.7
TCGA-UY-A78L-01A
62 years, male, white, stage:iv, alive, 1127 days
714.6
TCGA-ZF-AA58-01A
61 years, female, white, stage:iv, alive, 1649 days
714.1
TCGA-XF-AAMG-01A
49 years, male, white, stage:iii, alive, 3364 days
698.7
TCGA-GV-A6ZA-01A
54 years, male, white, stage:ii, alive, 691 days
696.0
TCGA-FD-A6TC-01A
79 years, female, white, stage:iii, alive, 187 days
688.3
TCGA-DK-AA74-01A
75 years, male, white, stage:iii, alive, 1708 days
687.6
TCGA-FD-A3B7-01A
66 years, male, black or african american, stage:iii, dead, 122 days
683.0
TCGA-BL-A13I-01A
57 years, female, white, stage:iii, dead, 223 days
676.5
TCGA-XF-A9SK-01A
65 years, male, white, stage:iv, dead, 486 days
675.1
TCGA-ZF-A9RC-01A
77 years, male, white, stage:iii, alive, 2868 days
662.7
TCGA-4Z-AA80-01A
73 years, male, white, stage:ii, dead, 19 days
661.0
TCGA-KQ-A41Q-01A
89 years, male, white, stage:iii, alive, 1429 days
648.0
TCGA-DK-A3IN-01A
72 years, male, white, stage:iii, dead, 250 days
647.7
TCGA-DK-A1A3-01A
60 years, male, white, stage:iv, dead, 665 days
647.2
TCGA-BT-A3PH-01A
76 years, male, white, stage:iv, dead, 142 days
643.1
TCGA-HQ-A5NE-01A
56 years, male, stage:iii, dead, 370 days
638.0
TCGA-CU-A3KJ-01A
75 years, male, white, stage:iii, alive, 562 days
637.0
TCGA-GU-AATO-01A
75 years, male, white, stage:iv, dead, 324 days
617.4
TCGA-E7-A541-01A
66 years, male, white, stage:ii, dead, 778 days
617.1
TCGA-2F-A9KP-01A
66 years, male, white, stage:iv, dead, 364 days
610.7
TCGA-ZF-AA5H-01A
60 years, female, white, stage:iv, alive, 897 days
585.0
TCGA-FD-A6TA-01A
58 years, male, white, stage:iv, alive, 1912 days
584.7
TCGA-K4-A54R-01A
59 years, male, white, stage:ii, alive, 842 days
582.7
TCGA-FD-A3SP-01A
60 years, male, white, stage:iii, alive, 783 days
581.0
TCGA-FD-A5C0-01A
61 years, male, white, stage:iv, dead, 550 days
579.3
TCGA-XF-A8HD-01A
77 years, male, white, stage:iii, alive, 2964 days
578.5
TCGA-FD-A62N-01A
69 years, male, asian, stage:iii, alive, 82 days
573.9
TCGA-ZF-AA53-01A
60 years, male, white, stage:ii, alive, 1761 days
572.3
TCGA-2F-A9KR-01A
59 years, female, stage:iii, dead, 3183 days
567.6
TCGA-GU-A766-01A
62 years, male, white, stage:ii, alive, 480 days
555.2
TCGA-XF-A9SX-01A
63 years, female, white, stage:iv, dead, 719 days
551.3
TCGA-ZF-A9R1-01A
81 years, male, white, stage:iv, alive, 773 days
547.9
TCGA-BT-A20J-01A
75 years, male, white, stage:ii, dead, 579 days
538.0
TCGA-DK-A1AC-01A
72 years, male, white, stage:iii, alive, 3981 days
536.5
TCGA-FD-A5BX-01A
82 years, male, white, stage:iv, dead, 173 days
534.6
TCGA-ZF-AA4V-01A
66 years, male, white, stage:iii, alive, 1806 days
533.7
TCGA-FD-A3B5-01A
86 years, male, black or african american, stage:iv, dead, 272 days
528.1
TCGA-DK-A3IM-01A
77 years, male, white, stage:iii, dead, 248 days
509.7
TCGA-ZF-AA5N-01A
62 years, female, white, stage:iv, dead, 168 days
508.7
TCGA-GV-A3JV-01A
66 years, male, white, stage:iv, dead, 434 days
506.2
TCGA-DK-A2I4-01A
79 years, male, white, stage:iii, alive, 4343 days
485.6
TCGA-BT-A2LA-01A
54 years, male, white, stage:iii, alive, 522 days
477.9
TCGA-E7-A7XN-01A
67 years, male, asian, stage:iii, alive, 428 days
474.1
TCGA-HQ-A2OF-01A
52 years, female, stage:iii, alive, 1947 days
473.6
TCGA-XF-A9T4-01A
48 years, male, white, stage:iv, dead, 495 days
466.5
TCGA-K4-A5RH-01A
69 years, male, white, stage:iii, alive, 276 days
466.2
TCGA-ZF-AA56-01A
79 years, female, white, stage:iii, dead, 259 days
463.5
TCGA-GU-A762-01A
87 years, male, white, stage:iv, dead, 232 days
452.4
TCGA-XF-A9T6-01A
88 years, female, white, stage:iii, alive, 64 days
444.6
TCGA-DK-A3X2-01A
85 years, male, white, stage:iv, dead, 547 days
442.0
TCGA-XF-A9ST-01A
68 years, male, white, stage:iii, dead, 128 days
440.5
TCGA-FD-A5BY-01A
63 years, female, white, stage:iii, alive, 251 days
439.8
TCGA-FD-A5BU-01A
76 years, female, black or african american, stage:ii, alive, 588 days
419.1
TCGA-ZF-A9RD-01A
75 years, female, white, stage:iv, dead, 408 days
418.3
TCGA-FD-A43Y-01A
65 years, male, white, stage:iii, dead, 474 days
414.1
TCGA-FD-A3B4-01A
55 years, female, black or african american, stage:iii, dead, 510 days
413.7
TCGA-BT-A20X-01A
56 years, male, white, stage:iv, dead, 251 days
413.3
TCGA-ZF-AA4W-01A
56 years, male, white, stage:iii, alive, 1830 days
409.6
TCGA-CU-A0YN-01A
60 years, male, white, stage:iii, dead, 393 days
407.9
TCGA-DK-AA6Q-01A
61 years, female, white, stage:iv, dead, 413 days
406.1
TCGA-XF-A9SZ-01A
79 years, male, white, stage:iv, dead, 859 days
405.9
TCGA-4Z-AA7W-01A
55 years, male, white, stage:ii, alive, 840 days
401.6
TCGA-UY-A78N-01A
79 years, male, white, stage:iv, dead, 2641 days
400.3
TCGA-FD-A3B6-01A
75 years, male, white, stage:ii, dead, 1005 days
397.4
TCGA-2F-A9KT-01A
83 years, male, white, stage:ii, alive, 3314 days
395.6
TCGA-BT-A20N-01A
72 years, male, stage:iii, dead, 795 days
392.7
TCGA-FD-A5C1-01A
61 years, female, white, stage:iii, alive, 1792 days
390.6
TCGA-XF-A9T2-01A
54 years, male, white, stage:iii, dead, 575 days
389.9
TCGA-XF-AAMW-01A
79 years, female, white, stage:iv, dead, 253 days
388.6
TCGA-GC-A3RB-01A
54 years, male, white, stage:iii, alive, 582 days
387.1
TCGA-DK-A6B5-01A
45 years, male, white, stage:iv, alive, 1542 days
386.2
TCGA-XF-AAN2-01A
73 years, male, white, stage:ii, dead, 1869 days
372.1
TCGA-GD-A6C6-01A
64 years, male, white, stage:iii, alive, 67 days
369.1
TCGA-FD-A3N5-01A
69 years, male, black or african american, stage:ii, dead, 685 days
366.5
TCGA-FD-A3SR-01A
68 years, male, white, stage:iv, dead, 602 days
362.6
TCGA-K4-A5RI-01A
67 years, female, white, stage:iii, dead, 356 days
362.5
TCGA-XF-AAN7-01A
60 years, male, white, stage:iv, dead, 565 days
362.0
TCGA-4Z-AA81-01A
80 years, male, white, stage:ii, dead, 1270 days
349.0
TCGA-FD-A3N6-01A
43 years, female, black or african american, stage:ii, alive, 851 days
343.9
TCGA-BT-A20U-01A
70 years, female, white, stage:iii, dead, 455 days
339.5
TCGA-BT-A20O-01A
75 years, male, white, stage:iii, dead, 370 days
336.7
TCGA-GC-A3YS-01A
61 years, male, white, stage:iv, alive, 758 days
332.8
TCGA-XF-A8HE-01A
47 years, male, white, stage:iii, alive, 3817 days
332.1
TCGA-GU-A42Q-01A
67 years, male, white, stage:iii, dead, 344 days
329.6
TCGA-GC-A6I1-01A
90 years, female, white, stage:ii, dead, 272 days
324.9
TCGA-XF-A9T0-01A
69 years, male, white, stage:iii, alive, 799 days
321.5
TCGA-FD-A6TH-01A
63 years, male, white, stage:iv, dead, 131 days
320.3
TCGA-LC-A66R-01A
78 years, male, white, stage:iv, alive, 466 days
314.8
TCGA-XF-AAMQ-01A
59 years, female, white, stage:ii, alive, 2177 days
314.3
TCGA-GC-A4ZW-01A
71 years, male, white, stage:iii, alive, 15 days
313.1
TCGA-ZF-AA54-01A
71 years, male, white, stage:iii, dead, 590 days
309.0
TCGA-BT-A20V-01A
59 years, female, black or african american, stage:iv, dead, 154 days
308.6
TCGA-DK-A1A6-01A
53 years, male, white, stage:iv, alive, 2020 days
306.5
TCGA-4Z-AA86-01A
67 years, male, black or african american, stage:iv, dead, 311 days
288.6
TCGA-FT-A61P-01A
76 years, male, white, stage:iv, alive, 337 days
286.7
TCGA-PQ-A6FN-01A
78 years, female, white, stage:iii, alive, 507 days
284.9
TCGA-UY-A8OC-01A
90 years, male, white, stage:iv, dead, 92 days
279.5
TCGA-PQ-A6FI-01A
70 years, male, white, stage:ii, alive, 372 days
277.6
TCGA-FD-A6TD-01A
77 years, male, white, stage:iii, dead, 386 days
276.0
TCGA-DK-A3WY-01A
67 years, female, white, stage:iii, alive, 4967 days
268.8
TCGA-DK-AA6R-01A
69 years, male, white, stage:iv, alive, 5041 days
252.7
TCGA-UY-A9PB-01A
49 years, male, white, stage:iii, alive, 899 days
250.0
TCGA-XF-AAMH-01A
80 years, male, white, stage:iv, dead, 344 days
249.8
TCGA-E7-A7DV-01A
44 years, male, white, stage:iv, alive, 37 days
248.6
TCGA-XF-A9T8-01A
64 years, male, white, stage:iii, dead, 418 days
246.0
TCGA-XF-A9SM-01A
76 years, male, white, stage:iii, alive, 1048 days
227.8
TCGA-BT-A3PJ-01A
76 years, male, white, stage:iii, alive, 789 days
223.1
TCGA-DK-A3WW-01A
57 years, male, white, stage:iii, alive, 633 days
220.3
TCGA-HQ-A5ND-01A
78 years, male, stage:iv, dead, 274 days
207.9
TCGA-E7-A97P-01A
73 years, male, asian, stage:ii, dead, 437 days
196.8
TCGA-XF-A9SY-01A
60 years, female, white, stage:iv, alive, 640 days
183.1
TCGA-C4-A0EZ-01A
69 years, female, stage:iv, dead, 273 days
176.3
TCGA-XF-AAN3-01A
76 years, male, white, stage:iv, alive, 2625 days
167.6
TCGA-UY-A8OB-01A
64 years, male, white, stage:iv, alive, 2109 days
167.6
TCGA-ZF-A9RN-01A
67 years, female, white, stage:iii, dead, 615 days
163.9
TCGA-C4-A0F0-01A
60 years, male, stage:ii, alive, 59 days
159.0
TCGA-K4-A5RJ-01A
75 years, male, white, stage:ii, alive, 539 days
151.2
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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.