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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
2039.0
Number of samples
406
Samples
Sample
Description
FPKM
TCGA-ZF-AA4V-01A
66 years, male, white, stage:iii, alive, 1806 days
7667.0
TCGA-CF-A3MI-01A
62 years, male, asian, stage:ii, alive, 370 days
6674.0
TCGA-4Z-AA7W-01A
55 years, male, white, stage:ii, alive, 840 days
6665.5
TCGA-CF-A47T-01A
58 years, female, asian, stage:ii, dead, 385 days
6380.1
TCGA-XF-AAML-01A
75 years, male, white, stage:ii, dead, 232 days
5654.9
TCGA-C4-A0F1-01A
71 years, male, stage:iii, alive, 89 days
4963.9
TCGA-E7-A3Y1-01A
57 years, male, white, stage:ii, alive, 163 days
4817.3
TCGA-G2-A3IE-01A
52 years, male, white, stage:ii, dead, 612 days
4806.1
TCGA-XF-A9SJ-01A
83 years, male, white, stage:iv, dead, 98 days
4773.2
TCGA-UY-A78L-01A
62 years, male, white, stage:iv, alive, 1127 days
4767.5
TCGA-UY-A78M-01A
81 years, female, asian, stage:iv, dead, 690 days
4616.2
TCGA-FD-A5C0-01A
61 years, male, white, stage:iv, dead, 550 days
4362.9
TCGA-YF-AA3L-01A
47 years, female, stage:ii, alive, 364 days
4341.4
TCGA-DK-A6B2-01A
70 years, male, white, stage:iv, alive, 477 days
4298.8
TCGA-CF-A47V-01A
52 years, male, asian, stage:ii, alive, 379 days
4277.6
TCGA-GC-A3RB-01A
54 years, male, white, stage:iii, alive, 582 days
4277.2
TCGA-2F-A9KT-01A
83 years, male, white, stage:ii, alive, 3314 days
4178.5
TCGA-DK-A2HX-01A
80 years, female, white, stage:iv, dead, 1420 days
4160.4
TCGA-CF-A9FF-01A
52 years, male, asian, stage:ii, alive, 361 days
4042.6
TCGA-CF-A8HY-01A
59 years, male, asian, stage:ii, alive, 345 days
3972.2
TCGA-KQ-A41Q-01A
89 years, male, white, stage:iii, alive, 1429 days
3915.0
TCGA-DK-A1A5-01A
79 years, male, white, stage:ii, dead, 65 days
3907.9
TCGA-FD-A62P-01A
76 years, male, white, stage:ii, dead, 191 days
3893.5
TCGA-CF-A3MH-01A
75 years, male, asian, stage:ii, alive, 398 days
3863.3
TCGA-K4-A6MB-01A
64 years, male, white, stage:iv, alive, 469 days
3841.7
TCGA-E7-A7DU-01A
73 years, male, white, stage:iii, alive, 28 days
3798.6
TCGA-FD-A43X-01A
84 years, male, white, stage:ii, alive, 110 days
3777.2
TCGA-UY-A78K-01A
60 years, male, white, stage:iv, dead, 536 days
3760.4
TCGA-BT-A20P-01A
81 years, female, white, stage:iii, dead, 544 days
3690.3
TCGA-E7-A519-01A
72 years, male, white, stage:ii, alive, 508 days
3632.9
TCGA-CF-A8HX-01A
55 years, female, asian, stage:ii, alive, 345 days
3631.6
TCGA-XF-A9T8-01A
64 years, male, white, stage:iii, dead, 418 days
3627.3
TCGA-XF-A9T6-01A
88 years, female, white, stage:iii, alive, 64 days
3603.1
TCGA-GU-A764-01A
66 years, male, white, stage:ii, alive, 610 days
3583.3
TCGA-FD-A3SS-01A
66 years, male, white, stage:iv, dead, 391 days
3566.4
TCGA-ZF-A9RC-01A
77 years, male, white, stage:iii, alive, 2868 days
3566.1
TCGA-CF-A9FL-01A
85 years, male, asian, stage:iii, dead, 565 days
3552.3
TCGA-CF-A47W-01A
42 years, male, asian, stage:ii, alive, 368 days
3551.5
TCGA-FD-A43P-01A
74 years, male, black or african american, stage:ii, alive, 832 days
3502.7
TCGA-XF-A9SK-01A
65 years, male, white, stage:iv, dead, 486 days
3445.5
TCGA-DK-A3IM-01A
77 years, male, white, stage:iii, dead, 248 days
3367.9
TCGA-CU-A72E-01A
76 years, male, white, stage:iv, dead, 413 days
3332.7
TCGA-GV-A6ZA-01A
54 years, male, white, stage:ii, alive, 691 days
3331.6
TCGA-CF-A47S-01A
41 years, male, asian, stage:ii, alive, 333 days
3319.4
TCGA-GU-AATO-01A
75 years, male, white, stage:iv, dead, 324 days
3296.4
TCGA-XF-A8HD-01A
77 years, male, white, stage:iii, alive, 2964 days
3293.5
TCGA-XF-A8HI-01A
57 years, female, white, stage:iv, dead, 544 days
3285.8
TCGA-E7-A7PW-01A
63 years, male, asian, stage:iii, alive, 416 days
3217.0
TCGA-E7-A8O8-01A
59 years, male, asian, stage:ii, alive, 13 days
3198.4
TCGA-ZF-AA51-01A
69 years, female, white, stage:ii, alive, 1714 days
3198.4
TCGA-4Z-AA81-01A
80 years, male, white, stage:ii, dead, 1270 days
3181.6
TCGA-4Z-AA7O-01A
64 years, male, black or african american, stage:ii, alive, 512 days
3177.2
TCGA-CU-A3KJ-01A
75 years, male, white, stage:iii, alive, 562 days
3175.4
TCGA-FD-A43Y-01A
65 years, male, white, stage:iii, dead, 474 days
3132.8
TCGA-FD-A5BT-01A
84 years, male, white, stage:iii, dead, 328 days
3129.7
TCGA-ZF-AA53-01A
60 years, male, white, stage:ii, alive, 1761 days
3127.5
TCGA-DK-AA6R-01A
69 years, male, white, stage:iv, alive, 5041 days
3117.8
TCGA-FD-A5C1-01A
61 years, female, white, stage:iii, alive, 1792 days
3102.2
TCGA-E5-A2PC-01A
61 years, female, white, stage:iv, alive, 1326 days
3102.2
TCGA-S5-AA26-01A
46 years, male, black or african american, stage:iii, alive, 503 days
3092.0
TCGA-E7-A7DV-01A
44 years, male, white, stage:iv, alive, 37 days
3087.3
TCGA-GV-A40G-01A
77 years, male, white, stage:ii, alive, 580 days
3067.8
TCGA-BT-A20N-01A
72 years, male, stage:iii, dead, 795 days
3048.3
TCGA-FJ-A871-01A
49 years, male, white, stage:iii, dead, 272 days
3043.1
TCGA-E7-A541-01A
66 years, male, white, stage:ii, dead, 778 days
3026.9
TCGA-FD-A3B7-01A
66 years, male, black or african american, stage:iii, dead, 122 days
3026.8
TCGA-DK-A6B0-01A
61 years, male, white, stage:ii, alive, 2330 days
3022.1
TCGA-CU-A3QU-01A
58 years, male, white, stage:iv, alive, 158 days
3020.5
TCGA-GU-A763-01A
72 years, male, white, stage:iii, alive, 997 days
3018.1
TCGA-E5-A4TZ-01A
64 years, male, white, stage:iv, dead, 467 days
3002.5
TCGA-GV-A3JV-01A
66 years, male, white, stage:iv, dead, 434 days
2986.2
TCGA-DK-A1AG-01A
66 years, male, white, stage:iii, alive, 475 days
2974.8
TCGA-DK-A3IK-01A
87 years, male, white, stage:iv, dead, 146 days
2954.0
TCGA-G2-A2EJ-01A
56 years, female, white, stage:ii, alive, 1460 days
2932.3
TCGA-CF-A9FM-01A
50 years, male, asian, stage:i, alive, 398 days
2931.4
TCGA-FD-A3SN-01A
79 years, male, white, stage:iii, alive, 887 days
2895.7
TCGA-FJ-A3Z9-01A
72 years, male, white, dead, 385 days
2887.4
TCGA-CF-A47Y-01A
55 years, male, asian, stage:ii, alive, 373 days
2864.2
TCGA-SY-A9G5-01A
66 years, male, white, stage:iii, alive, 1186 days
2861.0
TCGA-ZF-A9RD-01A
75 years, female, white, stage:iv, dead, 408 days
2849.2
TCGA-ZF-AA4U-01A
70 years, male, white, stage:iii, dead, 262 days
2845.5
TCGA-CF-A3MG-01A
48 years, male, asian, stage:ii, alive, 369 days
2798.9
TCGA-BT-A20T-01A
63 years, male, white, stage:iv, dead, 453 days
2790.4
TCGA-BT-A42C-01A
64 years, male, white, stage:ii, alive, 873 days
2768.7
TCGA-G2-A2ES-01A
85 years, male, white, stage:ii, dead, 1004 days
2767.9
TCGA-E7-A678-01A
55 years, male, asian, stage:iii, alive, 798 days
2764.8
TCGA-CF-A5UA-01A
67 years, male, asian, stage:ii, alive, 365 days
2750.7
TCGA-DK-A3IN-01A
72 years, male, white, stage:iii, dead, 250 days
2746.8
TCGA-DK-AA6M-01A
64 years, female, white, stage:ii, alive, 1582 days
2745.0
TCGA-E7-A3X6-01A
70 years, male, white, stage:ii, dead, 904 days
2743.8
TCGA-DK-A3IU-01A
58 years, male, white, stage:ii, dead, 706 days
2727.0
TCGA-BT-A2LB-01A
73 years, female, white, stage:iii, dead, 492 days
2726.0
TCGA-FD-A5BY-01A
63 years, female, white, stage:iii, alive, 251 days
2720.9
TCGA-H4-A2HO-01A
53 years, male, white, stage:iii, alive, 46 days
2684.4
TCGA-FD-A3B5-01A
86 years, male, black or african american, stage:iv, dead, 272 days
2680.2
TCGA-XF-A9SU-01A
74 years, female, white, stage:iv, dead, 182 days
2677.2
TCGA-DK-A3X1-01A
78 years, female, white, stage:iii, alive, 2009 days
2673.7
TCGA-CF-A1HS-01A
75 years, female, asian, stage:iii, alive, 382 days
2664.4
TCGA-ZF-AA5H-01A
60 years, female, white, stage:iv, alive, 897 days
2662.3
TCGA-FD-A3NA-01A
60 years, male, white, stage:ii, alive, 1845 days
2657.6
TCGA-PQ-A6FI-01A
70 years, male, white, stage:ii, alive, 372 days
2629.2
TCGA-FD-A3SR-01A
68 years, male, white, stage:iv, dead, 602 days
2628.0
TCGA-XF-AAMW-01A
79 years, female, white, stage:iv, dead, 253 days
2619.4
TCGA-UY-A9PH-01A
73 years, male, white, stage:ii, alive, 1561 days
2610.6
TCGA-BT-A20X-01A
56 years, male, white, stage:iv, dead, 251 days
2607.1
TCGA-4Z-AA89-01A
61 years, male, white, stage:iv, alive, 902 days
2594.5
TCGA-UY-A9PA-01A
48 years, male, white, stage:iii, alive, 119 days
2589.7
TCGA-ZF-A9R7-01A
76 years, female, white, stage:ii, alive, 665 days
2583.3
TCGA-G2-A3IB-01A
66 years, male, black or african american, stage:ii, dead, 220 days
2580.6
TCGA-FT-A3EE-01A
80 years, female, white, stage:iii, dead, 99 days
2556.2
TCGA-BT-A3PH-01A
76 years, male, white, stage:iv, dead, 142 days
2543.0
TCGA-XF-AAN0-01A
68 years, male, white, stage:iv, dead, 1718 days
2541.8
TCGA-4Z-AA7Q-01A
79 years, male, white, stage:iii, dead, 510 days
2504.5
TCGA-ZF-AA5N-01A
62 years, female, white, stage:iv, dead, 168 days
2503.3
TCGA-GU-AATP-01A
74 years, male, white, stage:iv, alive, 1003 days
2501.4
TCGA-K4-A6FZ-01A
75 years, female, white, stage:iii, alive, 55 days
2490.8
TCGA-KQ-A41R-01A
80 years, female, white, stage:ii, alive, 1350 days
2490.6
TCGA-DK-AA6Q-01A
61 years, female, white, stage:iv, dead, 413 days
2487.1
TCGA-GV-A40E-01A
75 years, male, white, stage:ii, dead, 261 days
2483.7
TCGA-DK-A2I2-01A
63 years, female, white, stage:iv, dead, 237 days
2480.2
TCGA-UY-A8OB-01A
64 years, male, white, stage:iv, alive, 2109 days
2473.4
TCGA-XF-A8HC-01A
79 years, male, asian, stage:iv, dead, 200 days
2469.4
TCGA-BT-A42F-01A
64 years, male, white, stage:iv, alive, 864 days
2454.4
TCGA-BT-A20V-01A
59 years, female, black or african american, stage:iv, dead, 154 days
2439.4
TCGA-BT-A0YX-01A
70 years, female, white, stage:iii, dead, 400 days
2428.0
TCGA-CF-A1HR-01A
62 years, male, asian, stage:iii, alive, 389 days
2415.7
TCGA-CF-A5U8-01A
59 years, male, asian, stage:ii, alive, 399 days
2412.5
TCGA-YF-AA3M-01A
57 years, male, stage:ii, alive, 415 days
2411.4
TCGA-DK-A3WW-01A
57 years, male, white, stage:iii, alive, 633 days
2407.3
TCGA-ZF-A9R1-01A
81 years, male, white, stage:iv, alive, 773 days
2401.9
TCGA-XF-AAMQ-01A
59 years, female, white, stage:ii, alive, 2177 days
2394.1
TCGA-4Z-AA7Y-01A
60 years, male, white, stage:ii, alive, 1522 days
2384.3
TCGA-UY-A9PD-01A
81 years, male, white, stage:iii, alive, 542 days
2376.2
TCGA-XF-AAN1-01A
75 years, female, stage:iii, dead, 941 days
2372.8
TCGA-FD-A6TD-01A
77 years, male, white, stage:iii, dead, 386 days
2363.7
TCGA-ZF-AA4W-01A
56 years, male, white, stage:iii, alive, 1830 days
2338.7
TCGA-FD-A3SO-01A
68 years, male, white, stage:iv, dead, 168 days
2338.4
TCGA-GU-A766-01A
62 years, male, white, stage:ii, alive, 480 days
2337.4
TCGA-ZF-A9R4-01A
83 years, male, white, stage:ii, alive, 921 days
2337.3
TCGA-GC-A6I3-01A
90 years, female, black or african american, stage:iv, alive, 423 days
2336.3
TCGA-4Z-AA83-01A
52 years, male, white, stage:ii, alive, 2024 days
2333.0
TCGA-GD-A3OQ-01A
48 years, male, white, stage:iv, alive, 95 days
2330.5
TCGA-FD-A5BU-01A
76 years, female, black or african american, stage:ii, alive, 588 days
2330.3
TCGA-BT-A20Q-01A
73 years, male, white, stage:iv, dead, 593 days
2329.7
TCGA-5N-A9KM-01A
73 years, female, white, stage:iii, dead, 530 days
2313.6
TCGA-KQ-A41P-01A
76 years, male, white, stage:iv, alive, 1094 days
2295.9
TCGA-YC-A89H-01A
78 years, female, white, stage:ii, alive, 573 days
2292.8
TCGA-ZF-AA52-01A
70 years, male, white, stage:iii, dead, 1077 days
2280.0
TCGA-E7-A5KF-01A
67 years, male, asian, stage:ii, alive, 20 days
2270.5
TCGA-GC-A3OO-01A
79 years, male, white, stage:ii, alive, 481 days
2265.4
TCGA-E7-A4XJ-01A
66 years, male, asian, stage:ii, dead, 68 days
2253.9
TCGA-XF-AAMZ-01A
81 years, female, white, stage:iv, dead, 1348 days
2246.3
TCGA-FD-A6TF-01A
80 years, female, white, stage:iv, dead, 69 days
2218.4
TCGA-BT-A42E-01A
74 years, male, white, stage:iii, alive, 1108 days
2212.5
TCGA-E7-A97P-01A
73 years, male, asian, stage:ii, dead, 437 days
2192.9
TCGA-KQ-A41O-01A
84 years, male, stage:iv, alive, 1538 days
2188.9
TCGA-4Z-AA7M-01A
65 years, male, white, stage:iii, alive, 495 days
2170.4
TCGA-BT-A3PK-01A
80 years, male, white, stage:ii, dead, 303 days
2169.0
TCGA-BT-A2LD-01A
78 years, female, white, stage:iv, dead, 623 days
2167.0
TCGA-FD-A3N5-01A
69 years, male, black or african american, stage:ii, dead, 685 days
2159.2
TCGA-HQ-A5NE-01A
56 years, male, stage:iii, dead, 370 days
2155.3
TCGA-LC-A66R-01A
78 years, male, white, stage:iv, alive, 466 days
2148.6
TCGA-CU-A0YN-01A
60 years, male, white, stage:iii, dead, 393 days
2142.7
TCGA-GU-A42R-01A
68 years, male, white, stage:iv, dead, 577 days
2142.0
TCGA-G2-AA3B-01A
75 years, female, white, stage:ii, alive, 2008 days
2136.6
TCGA-CU-A5W6-01A
70 years, male, white, stage:iii, dead, 56 days
2127.8
TCGA-XF-A9T4-01A
48 years, male, white, stage:iv, dead, 495 days
2111.5
TCGA-DK-A1AA-01A
57 years, male, white, stage:iii, alive, 578 days
2106.9
TCGA-XF-A9SZ-01A
79 years, male, white, stage:iv, dead, 859 days
2100.1
TCGA-FD-A3SQ-01A
62 years, male, white, stage:iv, dead, 1423 days
2097.1
TCGA-CF-A27C-01A
52 years, male, asian, stage:iii, alive, 425 days
2093.6
TCGA-E7-A8O7-01A
52 years, male, asian, stage:ii, alive, 466 days
2092.8
TCGA-GU-A762-01A
87 years, male, white, stage:iv, dead, 232 days
2082.8
TCGA-FD-A3SM-01A
70 years, male, white, stage:iv, dead, 547 days
2074.2
TCGA-5N-A9KI-01A
76 years, female, white, stage:iii, dead, 76 days
2074.0
TCGA-KQ-A41N-01A
73 years, male, black or african american, stage:iii, alive, 1604 days
2072.1
TCGA-FD-A6TH-01A
63 years, male, white, stage:iv, dead, 131 days
2066.7
TCGA-FD-A6TI-01A
73 years, male, white, stage:iv, dead, 294 days
2050.2
TCGA-DK-A2I1-01A
73 years, female, white, stage:ii, alive, 546 days
2043.1
TCGA-S5-A6DX-01A
83 years, male, white, stage:iv, dead, 56 days
2042.9
TCGA-BT-A20R-01A
79 years, female, white, stage:iv, dead, 154 days
2026.7
TCGA-UY-A8OC-01A
90 years, male, white, stage:iv, dead, 92 days
2024.3
TCGA-DK-A1AC-01A
72 years, male, white, stage:iii, alive, 3981 days
2021.7
TCGA-DK-AA6L-01A
48 years, male, white, stage:iv, dead, 1163 days
2002.3
TCGA-XF-A9SP-01A
59 years, male, white, stage:iii, dead, 454 days
1983.3
TCGA-BL-A13J-01A
65 years, male, white, stage:iv, dead, 81 days
1982.5
TCGA-GD-A2C5-01A
53 years, female, white, stage:iv, alive, 812 days
1980.1
TCGA-PQ-A6FN-01A
78 years, female, white, stage:iii, alive, 507 days
1972.3
TCGA-4Z-AA84-01A
61 years, male, white, stage:iv, alive, 460 days
1971.6
TCGA-XF-A9SM-01A
76 years, male, white, stage:iii, alive, 1048 days
1970.3
TCGA-K4-A54R-01A
59 years, male, white, stage:ii, alive, 842 days
1943.5
TCGA-DK-A3IS-01A
68 years, male, white, stage:ii, alive, 1529 days
1939.4
TCGA-DK-A1AD-01A
69 years, male, white, stage:iv, alive, 3420 days
1938.0
TCGA-ZF-A9R5-01A
59 years, male, white, stage:iii, alive, 1090 days
1934.1
TCGA-CF-A3MF-01A
34 years, male, asian, stage:iii, alive, 383 days
1918.9
TCGA-DK-A3IL-01A
79 years, female, white, stage:iv, dead, 413 days
1914.2
TCGA-2F-A9KQ-01A
69 years, male, white, stage:iii, alive, 2886 days
1904.5
TCGA-FD-A62N-01A
69 years, male, asian, stage:iii, alive, 82 days
1904.5
TCGA-FD-A3B4-01A
55 years, female, black or african american, stage:iii, dead, 510 days
1885.0
TCGA-XF-AAN2-01A
73 years, male, white, stage:ii, dead, 1869 days
1883.4
TCGA-DK-A2I4-01A
79 years, male, white, stage:iii, alive, 4343 days
1876.6
TCGA-UY-A9PE-01A
87 years, male, white, stage:iv, alive, 189 days
1868.1
TCGA-FD-A43N-01A
76 years, male, white, stage:iii, alive, 230 days
1864.4
TCGA-ZF-AA4X-01A
56 years, male, white, stage:ii, alive, 2044 days
1858.6
TCGA-E7-A4IJ-01A
56 years, male, asian, stage:ii, dead, 674 days
1855.1
TCGA-ZF-AA4R-01A
67 years, male, white, stage:iv, dead, 1036 days
1836.8
TCGA-4Z-AA86-01A
67 years, male, black or african american, stage:iv, dead, 311 days
1816.6
TCGA-ZF-AA4T-01A
65 years, male, white, stage:iv, dead, 599 days
1811.0
TCGA-GV-A3JX-01A
59 years, male, white, stage:iii, alive, 581 days
1803.8
TCGA-CF-A47X-01A
60 years, male, asian, stage:ii, alive, 384 days
1799.2
TCGA-FT-A61P-01A
76 years, male, white, stage:iv, alive, 337 days
1790.8
TCGA-CF-A7I0-01A
54 years, male, asian, stage:ii, alive, 368 days
1789.6
TCGA-E7-A7XN-01A
67 years, male, asian, stage:iii, alive, 428 days
1778.1
TCGA-FD-A3B3-01A
74 years, female, white, stage:iii, dead, 974 days
1773.7
TCGA-DK-A6B5-01A
45 years, male, white, stage:iv, alive, 1542 days
1771.7
TCGA-2F-A9KW-01A
67 years, female, white, stage:iii, dead, 254 days
1750.1
TCGA-DK-A3IT-01A
62 years, male, white, stage:iii, alive, 648 days
1746.2
TCGA-K4-A4AB-01B
76 years, male, white, stage:iii, alive, 84 days
1745.7
TCGA-UY-A78P-01A
78 years, female, white, stage:ii, alive, 2380 days
1745.1
TCGA-XF-AAN3-01A
76 years, male, white, stage:iv, alive, 2625 days
1741.1
TCGA-DK-A1AB-01A
74 years, female, white, stage:iv, dead, 508 days
1740.6
TCGA-FD-A6TC-01A
79 years, female, white, stage:iii, alive, 187 days
1738.8
TCGA-E7-A5KE-01A
78 years, female, asian, stage:ii, alive, 17 days
1728.7
TCGA-UY-A8OD-01A
67 years, female, black or african american, stage:ii, alive, 3432 days
1727.0
TCGA-FJ-A3ZE-01A
65 years, male, white, stage:iv, dead, 324 days
1725.2
TCGA-ZF-A9R0-01A
82 years, male, white, stage:iii, dead, 680 days
1712.9
TCGA-MV-A51V-01A
75 years, male, white, stage:iii, alive, 410 days
1712.0
TCGA-DK-AA71-01A
71 years, male, white, stage:ii, alive, 415 days
1701.6
TCGA-FD-A6TA-01A
58 years, male, white, stage:iv, alive, 1912 days
1701.0
TCGA-E5-A4U1-01A
72 years, male, stage:ii, alive, 1181 days
1700.7
TCGA-ZF-AA58-01A
61 years, female, white, stage:iv, alive, 1649 days
1693.1
TCGA-FD-A6TE-01A
54 years, male, white, stage:iv, alive, 376 days
1676.9
TCGA-2F-A9KO-01A
63 years, male, white, stage:iv, dead, 734 days
1676.5
TCGA-YC-A8S6-01A
71 years, male, white, stage:ii, alive, 293 days
1675.3
TCGA-GC-A6I1-01A
90 years, female, white, stage:ii, dead, 272 days
1675.0
TCGA-DK-A1A7-01A
67 years, female, white, stage:iv, alive, 560 days
1655.7
TCGA-DK-AA77-01A
61 years, male, white, stage:ii, alive, 618 days
1654.1
TCGA-G2-A2EO-01A
69 years, male, white, stage:iii, dead, 1804 days
1651.9
TCGA-FD-A3N6-01A
43 years, female, black or african american, stage:ii, alive, 851 days
1651.3
TCGA-XF-AAMT-01A
75 years, female, white, stage:iv, dead, 90 days
1647.7
TCGA-FD-A3B6-01A
75 years, male, white, stage:ii, dead, 1005 days
1647.1
TCGA-ZF-A9R2-01A
75 years, male, white, stage:ii, alive, 642 days
1645.3
TCGA-DK-A6AV-01A
82 years, female, asian, stage:ii, alive, 1952 days
1644.3
TCGA-K4-A3WS-01A
66 years, male, white, stage:iii, alive, 761 days
1644.2
TCGA-4Z-AA82-01A
59 years, male, black or african american, stage:iv, dead, 1556 days
1632.3
TCGA-XF-A8HH-01A
61 years, female, white, stage:iv, dead, 57 days
1630.4
TCGA-GD-A76B-01A
86 years, female, white, stage:ii, dead, 224 days
1624.9
TCGA-FD-A43S-01A
71 years, female, white, stage:iii, alive, 455 days
1622.4
TCGA-XF-A9SX-01A
63 years, female, white, stage:iv, dead, 719 days
1621.3
TCGA-E7-A85H-01A
64 years, male, asian, stage:iii, alive, 394 days
1618.0
TCGA-XF-A9SV-01A
82 years, male, white, stage:iv, dead, 388 days
1614.2
TCGA-G2-AA3C-01A
66 years, male, white, stage:iv, dead, 211 days
1604.0
TCGA-E7-A6MD-01A
66 years, male, white, stage:iv, alive, 129 days
1585.9
TCGA-XF-AAMY-01A
78 years, male, white, stage:iii, alive, 3011 days
1565.6
TCGA-UY-A9PB-01A
49 years, male, white, stage:iii, alive, 899 days
1562.7
TCGA-K4-AAQO-01A
56 years, male, white, stage:iii, alive, 359 days
1557.5
TCGA-CU-A0YO-01A
84 years, male, white, stage:iv, dead, 149 days
1546.9
TCGA-GC-A3YS-01A
61 years, male, white, stage:iv, alive, 758 days
1541.4
TCGA-KQ-A41S-01A
87 years, female, white, stage:iii, alive, 35 days
1539.6
TCGA-G2-A2EC-01A
58 years, female, black or african american, stage:ii, dead, 696 days
1534.1
TCGA-UY-A9PF-01A
78 years, male, white, stage:iv, alive, 117 days
1527.5
TCGA-HQ-A5ND-01A
78 years, male, stage:iv, dead, 274 days
1526.9
TCGA-DK-AA74-01A
75 years, male, white, stage:iii, alive, 1708 days
1526.6
TCGA-E7-A677-01A
81 years, male, asian, stage:ii, alive, 820 days
1519.0
TCGA-GU-A42Q-01A
67 years, male, white, stage:iii, dead, 344 days
1517.0
TCGA-LT-A8JT-01A
69 years, female, white, stage:ii, alive, 641 days
1491.8
TCGA-K4-A3WV-01A
77 years, female, white, stage:ii, alive, 646 days
1491.7
TCGA-XF-AAN5-01A
61 years, female, white, stage:iii, alive, 2293 days
1487.5
TCGA-4Z-AA7S-01A
66 years, male, black or african american, stage:iii, dead, 1064 days
1485.7
TCGA-GC-A3RD-01A
83 years, female, white, stage:iii, alive, 428 days
1480.6
TCGA-ZF-AA4N-01A
74 years, male, white, stage:ii, dead, 88 days
1478.6
TCGA-K4-A5RI-01A
67 years, female, white, stage:iii, dead, 356 days
1467.4
TCGA-DK-A3IV-01A
60 years, male, white, stage:ii, dead, 294 days
1461.5
TCGA-ZF-AA56-01A
79 years, female, white, stage:iii, dead, 259 days
1461.2
TCGA-FD-A6TK-01A
60 years, male, white, stage:iii, alive, 330 days
1437.3
TCGA-GV-A3QF-01A
79 years, male, white, stage:iv, dead, 617 days
1433.0
TCGA-ZF-A9RL-01A
61 years, male, white, stage:ii, alive, 2703 days
1419.2
TCGA-G2-A2EK-01A
57 years, male, white, stage:ii, alive, 485 days
1413.9
TCGA-ZF-A9R9-01A
58 years, male, white, stage:iv, dead, 864 days
1407.5
TCGA-FD-A43U-01A
70 years, male, white, stage:iv, alive, 636 days
1404.8
TCGA-4Z-AA87-01A
72 years, male, black or african american, stage:iii, alive, 1454 days
1380.8
TCGA-XF-A9SY-01A
60 years, female, white, stage:iv, alive, 640 days
1380.7
TCGA-FD-A5BV-01A
47 years, female, white, stage:iii, dead, 163 days
1371.1
TCGA-GC-A3I6-01A
45 years, male, white, stage:iii, dead, 630 days
1366.8
TCGA-K4-A5RJ-01A
75 years, male, white, stage:ii, alive, 539 days
1365.6
TCGA-R3-A69X-01A
70 years, male, white, stage:iii, alive, 433 days
1364.6
TCGA-G2-AA3D-01A
60 years, male, white, stage:iv, alive, 2139 days
1356.2
TCGA-ZF-A9RE-01A
78 years, female, white, stage:ii, dead, 106 days
1348.3
TCGA-XF-A8HE-01A
47 years, male, white, stage:iii, alive, 3817 days
1341.1
TCGA-CU-A3YL-01A
67 years, male, white, stage:iii, alive, 906 days
1334.7
TCGA-GC-A3BM-01A
70 years, male, white, stage:ii, dead, 651 days
1330.3
TCGA-DK-AA75-01A
82 years, male, white, stage:iii, dead, 340 days
1329.7
TCGA-DK-AA6X-01A
63 years, male, white, stage:ii, alive, 467 days
1329.3
TCGA-DK-A1A3-01A
60 years, male, white, stage:iv, dead, 665 days
1327.2
TCGA-FJ-A3Z7-01A
76 years, male, white, stage:iv, alive, 945 days
1321.0
TCGA-FD-A5BZ-01A
77 years, female, white, stage:iv, dead, 835 days
1311.7
TCGA-FD-A6TG-01A
73 years, male, white, stage:iv, dead, 93 days
1302.3
TCGA-DK-AA6U-01A
64 years, male, white, stage:ii, alive, 578 days
1276.1
TCGA-XF-A9SH-01A
65 years, female, asian, stage:ii, dead, 1971 days
1273.1
TCGA-GD-A3OP-01A
84 years, female, white, stage:iv, alive, 64 days
1250.8
TCGA-H4-A2HQ-01A
64 years, female, black or african american, stage:iv, alive, 590 days
1243.7
TCGA-DK-A6B6-01A
57 years, male, white, stage:ii, alive, 1115 days
1241.0
TCGA-G2-AA3F-01A
77 years, male, white, stage:iv, alive, 893 days
1238.2
TCGA-XF-A8HG-01A
69 years, male, white, stage:iii, dead, 467 days
1231.1
TCGA-FD-A62S-01A
60 years, female, black or african american, stage:iii, dead, 406 days
1220.4
TCGA-XF-A9T5-01A
78 years, female, white, stage:iv, alive, 2027 days
1214.0
TCGA-ZF-A9RF-01A
74 years, male, white, stage:ii, alive, 1949 days
1211.5
TCGA-C4-A0F6-01A
82 years, female, stage:iii, alive, 700 days
1206.1
TCGA-UY-A78O-01A
74 years, female, white, stage:ii, alive, 2312 days
1198.4
TCGA-DK-A1A6-01A
53 years, male, white, stage:iv, alive, 2020 days
1195.0
TCGA-ZF-A9R3-01A
53 years, female, white, stage:ii, dead, 949 days
1193.0
TCGA-XF-AAMX-01A
87 years, female, black or african american, stage:iii, dead, 206 days
1191.2
TCGA-XF-AAMJ-01A
70 years, male, asian, stage:iii, dead, 1670 days
1190.0
TCGA-FD-A3SL-01A
60 years, male, white, stage:iv, dead, 712 days
1183.8
TCGA-DK-A6B1-01A
67 years, male, white, stage:ii, alive, 2049 days
1183.1
TCGA-DK-A1AF-01A
84 years, female, white, stage:iv, alive, 536 days
1181.3
TCGA-FD-A6TB-01A
82 years, male, white, stage:iii, alive, 572 days
1179.6
TCGA-XF-AAME-01A
64 years, female, white, stage:ii, dead, 2828 days
1169.7
TCGA-GV-A3JZ-01A
55 years, male, white, stage:iv, alive, 603 days
1164.0
TCGA-XF-A9T3-01A
69 years, female, white, stage:iv, alive, 68 days
1158.2
TCGA-DK-A3IQ-01A
74 years, male, white, stage:iii, dead, 539 days
1148.5
TCGA-XF-A9SW-01A
85 years, male, white, stage:iv, dead, 362 days
1144.5
TCGA-K4-A4AC-01A
83 years, male, white, stage:ii, dead, 278 days
1143.5
TCGA-DK-A2I6-01A
81 years, male, white, stage:iv, alive, 2656 days
1141.2
TCGA-GU-AATQ-01A
69 years, male, white, stage:iii, dead, 213 days
1123.5
TCGA-FJ-A3ZF-01A
73 years, male, white, stage:iii, alive, 524 days
1120.4
TCGA-FD-A62O-01A
74 years, male, white, stage:iv, dead, 216 days
1118.3
TCGA-XF-A8HF-01A
80 years, male, white, stage:iii, dead, 2954 days
1117.9
TCGA-GC-A3RC-01A
59 years, male, white, stage:ii, alive, 484 days
1107.6
TCGA-XF-A9T2-01A
54 years, male, white, stage:iii, dead, 575 days
1104.0
TCGA-FD-A3SJ-01A
59 years, male, white, stage:iv, dead, 739 days
1098.8
TCGA-XF-AAMR-01A
48 years, male, white, stage:iii, alive, 2790 days
1097.4
TCGA-DK-A6AW-01A
70 years, male, white, stage:ii, alive, 1621 days
1086.3
TCGA-DK-A3WX-01A
67 years, female, white, stage:iii, dead, 321 days
1077.9
TCGA-GU-A767-01A
81 years, male, white, stage:iv, dead, 144 days
1070.9
TCGA-GC-A3WC-01A
80 years, female, white, stage:iii, alive, 540 days
1047.7
TCGA-ZF-A9RN-01A
67 years, female, white, stage:iii, dead, 615 days
1036.5
TCGA-GD-A6C6-01A
64 years, male, white, stage:iii, alive, 67 days
1035.9
TCGA-BT-A3PJ-01A
76 years, male, white, stage:iii, alive, 789 days
1026.6
TCGA-ZF-A9RM-01A
70 years, male, white, stage:ii, alive, 1455 days
1017.4
TCGA-GU-A42P-01A
72 years, male, white, stage:iv, dead, 332 days
1016.3
TCGA-DK-AA6P-01A
72 years, female, white, stage:ii, alive, 457 days
1010.5
TCGA-E7-A6ME-01A
75 years, male, asian, stage:ii, alive, 731 days
1006.0
TCGA-2F-A9KP-01A
66 years, male, white, stage:iv, dead, 364 days
1004.0
TCGA-HQ-A2OE-01A
male, alive, 1174 days
1003.5
TCGA-ZF-AA54-01A
71 years, male, white, stage:iii, dead, 590 days
988.8
TCGA-K4-A5RH-01A
69 years, male, white, stage:iii, alive, 276 days
986.2
TCGA-GV-A3JW-01A
74 years, male, white, stage:ii, alive, 649 days
985.4
TCGA-SY-A9G0-01A
82 years, male, white, stage:iv, dead, 1008 days
983.1
TCGA-XF-A8HB-01A
50 years, female, stage:ii, alive, 1370 days
981.8
TCGA-C4-A0F0-01A
60 years, male, stage:ii, alive, 59 days
970.5
TCGA-FD-A5BR-01A
57 years, male, white, stage:ii, alive, 813 days
970.1
TCGA-FD-A3B8-01A
56 years, male, white, stage:ii, alive, 384 days
966.8
TCGA-C4-A0F7-01A
77 years, male, stage:iv, dead, 62 days
961.3
TCGA-XF-AAMG-01A
49 years, male, white, stage:iii, alive, 3364 days
952.2
TCGA-K4-A3WU-01B
88 years, male, white, stage:iii, alive, 105 days
925.8
TCGA-FD-A5BX-01A
82 years, male, white, stage:iv, dead, 173 days
921.9
TCGA-CU-A0YR-01A
84 years, male, white, stage:iv, dead, 460 days
921.2
TCGA-GV-A3QK-01B
56 years, female, white, stage:iv, alive, 832 days
911.0
TCGA-G2-A2EF-01A
50 years, male, white, stage:ii, alive, 1884 days
885.2
TCGA-K4-A83P-01A
77 years, male, white, stage:iv, alive, 495 days
880.3
TCGA-UY-A78N-01A
79 years, male, white, stage:iv, dead, 2641 days
834.8
TCGA-FD-A5BS-01A
68 years, male, white, stage:iii, alive, 1639 days
833.8
TCGA-BT-A20W-01A
71 years, male, white, stage:ii, dead, 254 days
829.0
TCGA-XF-A9SL-01A
69 years, male, white, stage:iv, dead, 2020 days
822.6
TCGA-E7-A97Q-01A
60 years, female, white, stage:iv, dead, 246 days
819.3
TCGA-FD-A3SP-01A
60 years, male, white, stage:iii, alive, 783 days
816.7
TCGA-XF-AAN7-01A
60 years, male, white, stage:iv, dead, 565 days
815.0
TCGA-4Z-AA7R-01A
73 years, male, black or african american, stage:iv, dead, 522 days
813.4
TCGA-BT-A20J-01A
75 years, male, white, stage:ii, dead, 579 days
808.2
TCGA-BL-A0C8-01A
73 years, male, white, stage:i, alive, 1219 days
796.7
TCGA-2F-A9KR-01A
59 years, female, stage:iii, dead, 3183 days
796.6
TCGA-XF-A9ST-01A
68 years, male, white, stage:iii, dead, 128 days
796.0
TCGA-BT-A20U-01A
70 years, female, white, stage:iii, dead, 455 days
780.6
TCGA-G2-A3VY-01A
66 years, male, asian, stage:ii, alive, 536 days
775.2
TCGA-DK-AA76-01A
64 years, female, white, stage:ii, alive, 366 days
773.0
TCGA-XF-A9T0-01A
69 years, male, white, stage:iii, alive, 799 days
761.7
TCGA-XF-AAN4-01A
77 years, female, white, stage:iii, dead, 823 days
741.7
TCGA-DK-AA6S-01A
60 years, male, white, stage:iii, alive, 5050 days
736.0
TCGA-E7-A6MF-01A
37 years, male, asian, stage:ii, alive, 750 days
729.6
TCGA-4Z-AA7N-01A
66 years, male, white, stage:iii, dead, 1367 days
729.3
TCGA-LT-A5Z6-01A
56 years, male, white, stage:ii, alive, 474 days
717.4
TCGA-XF-A9SI-01A
73 years, female, asian, stage:ii, alive, 2423 days
711.7
TCGA-BT-A20O-01A
75 years, male, white, stage:iii, dead, 370 days
697.6
TCGA-BL-A13I-01A
57 years, female, white, stage:iii, dead, 223 days
693.1
TCGA-BL-A5ZZ-01A
80 years, female, white, stage:iii, alive, 377 days
690.9
TCGA-XF-AAMH-01A
80 years, male, white, stage:iv, dead, 344 days
689.2
TCGA-DK-A3X2-01A
85 years, male, white, stage:iv, dead, 547 days
673.5
TCGA-4Z-AA80-01A
73 years, male, white, stage:ii, dead, 19 days
671.8
TCGA-HQ-A2OF-01A
52 years, female, stage:iii, alive, 1947 days
623.3
TCGA-ZF-AA5P-01A
65 years, male, white, stage:iv, alive, 372 days
610.8
TCGA-XF-AAN8-01A
74 years, female, white, stage:iii, dead, 118 days
596.2
TCGA-GV-A3QI-01A
47 years, male, white, stage:iii, alive, 1110 days
585.8
TCGA-GD-A3OS-01A
54 years, female, white, stage:ii, alive, 638 days
482.3
TCGA-DK-A1AE-01A
84 years, male, white, stage:iii, alive, 491 days
446.2
TCGA-GC-A4ZW-01A
71 years, male, white, stage:iii, alive, 15 days
392.3
TCGA-DK-A3WY-01A
67 years, female, white, stage:iii, alive, 4967 days
338.0
TCGA-BT-A0S7-01A
75 years, male, white, stage:iii, dead, 200 days
317.4
TCGA-GV-A3QH-01A
67 years, male, white, stage:ii, dead, 258 days
298.1
TCGA-DK-AA6W-01A
79 years, male, white, stage:ii, dead, 415 days
256.4
TCGA-C4-A0EZ-01A
69 years, female, stage:iv, dead, 273 days
211.3
TCGA-DK-AA6T-01A
63 years, male, white, stage:ii, alive, 572 days
194.6
TCGA-BL-A3JM-01A
63 years, male, white, stage:iii, dead, 205 days
188.3
TCGA-YC-A9TC-01A
72 years, male, white, stage:iv, dead, 20 days
88.7
TCGA-BT-A2LA-01A
54 years, male, white, stage:iii, alive, 522 days
86.5
TCGA-G2-A2EL-01A
77 years, male, white, stage:ii, dead, 819 days
56.3
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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.