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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
5454.7
Number of samples
406
Samples
Sample
Description
FPKM
TCGA-DK-A1A7-01A
67 years, female, white, stage:iv, alive, 560 days
47941.5
TCGA-CF-A3MF-01A
34 years, male, asian, stage:iii, alive, 383 days
30894.7
TCGA-ZF-A9R9-01A
58 years, male, white, stage:iv, dead, 864 days
27754.6
TCGA-CF-A47Y-01A
55 years, male, asian, stage:ii, alive, 373 days
25428.2
TCGA-CF-A8HX-01A
55 years, female, asian, stage:ii, alive, 345 days
25357.4
TCGA-ZF-A9R0-01A
82 years, male, white, stage:iii, dead, 680 days
24705.7
TCGA-FJ-A3Z7-01A
76 years, male, white, stage:iv, alive, 945 days
23813.3
TCGA-DK-A3X1-01A
78 years, female, white, stage:iii, alive, 2009 days
21708.3
TCGA-KQ-A41R-01A
80 years, female, white, stage:ii, alive, 1350 days
20488.4
TCGA-XF-A8HG-01A
69 years, male, white, stage:iii, dead, 467 days
20365.5
TCGA-CF-A3MI-01A
62 years, male, asian, stage:ii, alive, 370 days
20182.7
TCGA-GV-A3QK-01B
56 years, female, white, stage:iv, alive, 832 days
19080.6
TCGA-E7-A4XJ-01A
66 years, male, asian, stage:ii, dead, 68 days
17962.5
TCGA-G2-A2EC-01A
58 years, female, black or african american, stage:ii, dead, 696 days
16192.6
TCGA-XF-A9SH-01A
65 years, female, asian, stage:ii, dead, 1971 days
15648.3
TCGA-UY-A9PF-01A
78 years, male, white, stage:iv, alive, 117 days
14847.1
TCGA-FD-A5BV-01A
47 years, female, white, stage:iii, dead, 163 days
14368.2
TCGA-DK-A3IK-01A
87 years, male, white, stage:iv, dead, 146 days
14128.2
TCGA-XF-A8HF-01A
80 years, male, white, stage:iii, dead, 2954 days
14006.4
TCGA-E7-A6MD-01A
66 years, male, white, stage:iv, alive, 129 days
13389.6
TCGA-CF-A9FF-01A
52 years, male, asian, stage:ii, alive, 361 days
13269.4
TCGA-XF-A8HH-01A
61 years, female, white, stage:iv, dead, 57 days
13147.9
TCGA-H4-A2HO-01A
53 years, male, white, stage:iii, alive, 46 days
13089.0
TCGA-FD-A5BR-01A
57 years, male, white, stage:ii, alive, 813 days
13084.7
TCGA-E7-A8O8-01A
59 years, male, asian, stage:ii, alive, 13 days
12919.8
TCGA-KQ-A41P-01A
76 years, male, white, stage:iv, alive, 1094 days
12745.0
TCGA-CU-A0YO-01A
84 years, male, white, stage:iv, dead, 149 days
12437.0
TCGA-E7-A97Q-01A
60 years, female, white, stage:iv, dead, 246 days
12369.5
TCGA-CF-A47V-01A
52 years, male, asian, stage:ii, alive, 379 days
12365.6
TCGA-LT-A5Z6-01A
56 years, male, white, stage:ii, alive, 474 days
12207.5
TCGA-ZF-AA51-01A
69 years, female, white, stage:ii, alive, 1714 days
12139.8
TCGA-CF-A47X-01A
60 years, male, asian, stage:ii, alive, 384 days
11995.0
TCGA-E7-A3Y1-01A
57 years, male, white, stage:ii, alive, 163 days
11879.4
TCGA-XF-A9SP-01A
59 years, male, white, stage:iii, dead, 454 days
11774.2
TCGA-FD-A43U-01A
70 years, male, white, stage:iv, alive, 636 days
11734.6
TCGA-G2-AA3D-01A
60 years, male, white, stage:iv, alive, 2139 days
11653.6
TCGA-GD-A2C5-01A
53 years, female, white, stage:iv, alive, 812 days
11398.5
TCGA-KQ-A41N-01A
73 years, male, black or african american, stage:iii, alive, 1604 days
11320.9
TCGA-DK-A6B6-01A
57 years, male, white, stage:ii, alive, 1115 days
11070.9
TCGA-CU-A3YL-01A
67 years, male, white, stage:iii, alive, 906 days
10919.4
TCGA-CF-A7I0-01A
54 years, male, asian, stage:ii, alive, 368 days
10796.0
TCGA-MV-A51V-01A
75 years, male, white, stage:iii, alive, 410 days
10616.1
TCGA-BT-A42E-01A
74 years, male, white, stage:iii, alive, 1108 days
10604.2
TCGA-UY-A8OD-01A
67 years, female, black or african american, stage:ii, alive, 3432 days
10602.9
TCGA-E7-A7DU-01A
73 years, male, white, stage:iii, alive, 28 days
10363.1
TCGA-FD-A62O-01A
74 years, male, white, stage:iv, dead, 216 days
10300.1
TCGA-DK-A1AD-01A
69 years, male, white, stage:iv, alive, 3420 days
10225.6
TCGA-CF-A9FL-01A
85 years, male, asian, stage:iii, dead, 565 days
10090.3
TCGA-G2-A2EK-01A
57 years, male, white, stage:ii, alive, 485 days
10074.9
TCGA-KQ-A41O-01A
84 years, male, stage:iv, alive, 1538 days
9650.7
TCGA-G2-AA3B-01A
75 years, female, white, stage:ii, alive, 2008 days
9650.4
TCGA-E7-A7PW-01A
63 years, male, asian, stage:iii, alive, 416 days
9554.6
TCGA-FD-A3SL-01A
60 years, male, white, stage:iv, dead, 712 days
9535.5
TCGA-GD-A76B-01A
86 years, female, white, stage:ii, dead, 224 days
9439.2
TCGA-GC-A3RD-01A
83 years, female, white, stage:iii, alive, 428 days
9212.2
TCGA-S5-AA26-01A
46 years, male, black or african american, stage:iii, alive, 503 days
9205.6
TCGA-DK-AA6S-01A
60 years, male, white, stage:iii, alive, 5050 days
9135.6
TCGA-FJ-A3Z9-01A
72 years, male, white, dead, 385 days
9085.5
TCGA-BL-A0C8-01A
73 years, male, white, stage:i, alive, 1219 days
8948.1
TCGA-K4-A3WU-01B
88 years, male, white, stage:iii, alive, 105 days
8837.5
TCGA-XF-A8HE-01A
47 years, male, white, stage:iii, alive, 3817 days
8764.4
TCGA-CF-A1HR-01A
62 years, male, asian, stage:iii, alive, 389 days
8758.3
TCGA-K4-A4AC-01A
83 years, male, white, stage:ii, dead, 278 days
8715.0
TCGA-GU-A42R-01A
68 years, male, white, stage:iv, dead, 577 days
8572.0
TCGA-C4-A0F6-01A
82 years, female, stage:iii, alive, 700 days
8552.9
TCGA-CF-A47S-01A
41 years, male, asian, stage:ii, alive, 333 days
8550.7
TCGA-XF-AAMX-01A
87 years, female, black or african american, stage:iii, dead, 206 days
8529.9
TCGA-DK-A2I1-01A
73 years, female, white, stage:ii, alive, 546 days
8499.0
TCGA-FD-A3SS-01A
66 years, male, white, stage:iv, dead, 391 days
8478.1
TCGA-ZF-A9RC-01A
77 years, male, white, stage:iii, alive, 2868 days
8333.6
TCGA-4Z-AA7N-01A
66 years, male, white, stage:iii, dead, 1367 days
8308.1
TCGA-DK-AA75-01A
82 years, male, white, stage:iii, dead, 340 days
8290.2
TCGA-XF-AAMJ-01A
70 years, male, asian, stage:iii, dead, 1670 days
8279.0
TCGA-DK-AA76-01A
64 years, female, white, stage:ii, alive, 366 days
8275.6
TCGA-DK-A6AV-01A
82 years, female, asian, stage:ii, alive, 1952 days
8273.8
TCGA-CU-A0YR-01A
84 years, male, white, stage:iv, dead, 460 days
8224.4
TCGA-GV-A40G-01A
77 years, male, white, stage:ii, alive, 580 days
8174.7
TCGA-GV-A3QH-01A
67 years, male, white, stage:ii, dead, 258 days
8125.2
TCGA-CU-A5W6-01A
70 years, male, white, stage:iii, dead, 56 days
8041.0
TCGA-GU-AATP-01A
74 years, male, white, stage:iv, alive, 1003 days
8003.4
TCGA-GD-A3OP-01A
84 years, female, white, stage:iv, alive, 64 days
7987.0
TCGA-ZF-AA4T-01A
65 years, male, white, stage:iv, dead, 599 days
7928.5
TCGA-DK-A3IL-01A
79 years, female, white, stage:iv, dead, 413 days
7866.4
TCGA-4Z-AA7R-01A
73 years, male, black or african american, stage:iv, dead, 522 days
7866.1
TCGA-K4-A3WS-01A
66 years, male, white, stage:iii, alive, 761 days
7863.7
TCGA-FJ-A3ZF-01A
73 years, male, white, stage:iii, alive, 524 days
7829.1
TCGA-UY-A9PH-01A
73 years, male, white, stage:ii, alive, 1561 days
7742.7
TCGA-2F-A9KQ-01A
69 years, male, white, stage:iii, alive, 2886 days
7719.8
TCGA-BT-A3PK-01A
80 years, male, white, stage:ii, dead, 303 days
7696.7
TCGA-G2-A3IE-01A
52 years, male, white, stage:ii, dead, 612 days
7657.1
TCGA-FJ-A3ZE-01A
65 years, male, white, stage:iv, dead, 324 days
7615.7
TCGA-CF-A5U8-01A
59 years, male, asian, stage:ii, alive, 399 days
7578.5
TCGA-UY-A9PD-01A
81 years, male, white, stage:iii, alive, 542 days
7551.9
TCGA-ZF-A9R7-01A
76 years, female, white, stage:ii, alive, 665 days
7537.8
TCGA-UY-A9PE-01A
87 years, male, white, stage:iv, alive, 189 days
7534.8
TCGA-DK-AA6T-01A
63 years, male, white, stage:ii, alive, 572 days
7376.7
TCGA-ZF-A9RL-01A
61 years, male, white, stage:ii, alive, 2703 days
7335.7
TCGA-XF-A9SU-01A
74 years, female, white, stage:iv, dead, 182 days
7277.7
TCGA-KQ-A41Q-01A
89 years, male, white, stage:iii, alive, 1429 days
7236.1
TCGA-XF-A9SV-01A
82 years, male, white, stage:iv, dead, 388 days
7097.2
TCGA-BT-A2LB-01A
73 years, female, white, stage:iii, dead, 492 days
7002.5
TCGA-GV-A3QF-01A
79 years, male, white, stage:iv, dead, 617 days
6989.4
TCGA-DK-A6AW-01A
70 years, male, white, stage:ii, alive, 1621 days
6936.9
TCGA-4Z-AA84-01A
61 years, male, white, stage:iv, alive, 460 days
6913.8
TCGA-CF-A47T-01A
58 years, female, asian, stage:ii, dead, 385 days
6886.9
TCGA-BT-A20P-01A
81 years, female, white, stage:iii, dead, 544 days
6762.2
TCGA-BL-A3JM-01A
63 years, male, white, stage:iii, dead, 205 days
6762.0
TCGA-XF-A8HC-01A
79 years, male, asian, stage:iv, dead, 200 days
6676.5
TCGA-KQ-A41S-01A
87 years, female, white, stage:iii, alive, 35 days
6635.4
TCGA-E5-A2PC-01A
61 years, female, white, stage:iv, alive, 1326 days
6619.0
TCGA-FD-A43N-01A
76 years, male, white, stage:iii, alive, 230 days
6516.9
TCGA-DK-AA6P-01A
72 years, female, white, stage:ii, alive, 457 days
6490.5
TCGA-FD-A6TI-01A
73 years, male, white, stage:iv, dead, 294 days
6487.3
TCGA-DK-AA6W-01A
79 years, male, white, stage:ii, dead, 415 days
6486.1
TCGA-K4-AAQO-01A
56 years, male, white, stage:iii, alive, 359 days
6442.6
TCGA-FT-A3EE-01A
80 years, female, white, stage:iii, dead, 99 days
6440.1
TCGA-GV-A6ZA-01A
54 years, male, white, stage:ii, alive, 691 days
6358.5
TCGA-XF-AAN1-01A
75 years, female, stage:iii, dead, 941 days
6339.3
TCGA-YF-AA3L-01A
47 years, female, stage:ii, alive, 364 days
6325.4
TCGA-FD-A43X-01A
84 years, male, white, stage:ii, alive, 110 days
6325.2
TCGA-XF-AAMG-01A
49 years, male, white, stage:iii, alive, 3364 days
6318.4
TCGA-GU-A42P-01A
72 years, male, white, stage:iv, dead, 332 days
6293.6
TCGA-DK-AA6X-01A
63 years, male, white, stage:ii, alive, 467 days
6281.2
TCGA-UY-A78P-01A
78 years, female, white, stage:ii, alive, 2380 days
6267.2
TCGA-BT-A20T-01A
63 years, male, white, stage:iv, dead, 453 days
6263.1
TCGA-ZF-AA4X-01A
56 years, male, white, stage:ii, alive, 2044 days
6176.8
TCGA-2F-A9KO-01A
63 years, male, white, stage:iv, dead, 734 days
6129.6
TCGA-E7-A541-01A
66 years, male, white, stage:ii, dead, 778 days
6106.7
TCGA-ZF-AA52-01A
70 years, male, white, stage:iii, dead, 1077 days
6066.8
TCGA-FD-A6TG-01A
73 years, male, white, stage:iv, dead, 93 days
6005.6
TCGA-BT-A42C-01A
64 years, male, white, stage:ii, alive, 873 days
5920.1
TCGA-FD-A3SN-01A
79 years, male, white, stage:iii, alive, 887 days
5901.0
TCGA-DK-A2I2-01A
63 years, female, white, stage:iv, dead, 237 days
5863.9
TCGA-XF-AAMY-01A
78 years, male, white, stage:iii, alive, 3011 days
5822.7
TCGA-XF-A8HD-01A
77 years, male, white, stage:iii, alive, 2964 days
5803.4
TCGA-4Z-AA83-01A
52 years, male, white, stage:ii, alive, 2024 days
5783.7
TCGA-C4-A0F7-01A
77 years, male, stage:iv, dead, 62 days
5778.9
TCGA-XF-AAN0-01A
68 years, male, white, stage:iv, dead, 1718 days
5772.2
TCGA-CF-A47W-01A
42 years, male, asian, stage:ii, alive, 368 days
5725.5
TCGA-ZF-A9R3-01A
53 years, female, white, stage:ii, dead, 949 days
5557.0
TCGA-GU-A764-01A
66 years, male, white, stage:ii, alive, 610 days
5538.4
TCGA-BT-A20W-01A
71 years, male, white, stage:ii, dead, 254 days
5538.1
TCGA-DK-A6B0-01A
61 years, male, white, stage:ii, alive, 2330 days
5499.1
TCGA-XF-A8HI-01A
57 years, female, white, stage:iv, dead, 544 days
5478.9
TCGA-ZF-AA5P-01A
65 years, male, white, stage:iv, alive, 372 days
5396.8
TCGA-G2-A2EL-01A
77 years, male, white, stage:ii, dead, 819 days
5369.0
TCGA-DK-A1AA-01A
57 years, male, white, stage:iii, alive, 578 days
5342.5
TCGA-GV-A3JZ-01A
55 years, male, white, stage:iv, alive, 603 days
5316.2
TCGA-4Z-AA7Q-01A
79 years, male, white, stage:iii, dead, 510 days
5256.7
TCGA-LT-A8JT-01A
69 years, female, white, stage:ii, alive, 641 days
5238.7
TCGA-BT-A0YX-01A
70 years, female, white, stage:iii, dead, 400 days
5227.9
TCGA-SY-A9G0-01A
82 years, male, white, stage:iv, dead, 1008 days
5222.3
TCGA-E5-A4U1-01A
72 years, male, stage:ii, alive, 1181 days
5211.1
TCGA-ZF-AA53-01A
60 years, male, white, stage:ii, alive, 1761 days
5186.8
TCGA-K4-A4AB-01B
76 years, male, white, stage:iii, alive, 84 days
5181.6
TCGA-XF-A9SL-01A
69 years, male, white, stage:iv, dead, 2020 days
5159.1
TCGA-4Z-AA7O-01A
64 years, male, black or african american, stage:ii, alive, 512 days
5143.4
TCGA-G2-AA3F-01A
77 years, male, white, stage:iv, alive, 893 days
5125.4
TCGA-CF-A27C-01A
52 years, male, asian, stage:iii, alive, 425 days
5107.6
TCGA-FD-A3SJ-01A
59 years, male, white, stage:iv, dead, 739 days
5078.2
TCGA-BT-A20J-01A
75 years, male, white, stage:ii, dead, 579 days
5074.3
TCGA-DK-A3IV-01A
60 years, male, white, stage:ii, dead, 294 days
4985.4
TCGA-UY-A78O-01A
74 years, female, white, stage:ii, alive, 2312 days
4976.5
TCGA-XF-AAMZ-01A
81 years, female, white, stage:iv, dead, 1348 days
4951.8
TCGA-FD-A3NA-01A
60 years, male, white, stage:ii, alive, 1845 days
4927.4
TCGA-5N-A9KM-01A
73 years, female, white, stage:iii, dead, 530 days
4909.6
TCGA-ZF-A9R1-01A
81 years, male, white, stage:iv, alive, 773 days
4870.0
TCGA-DK-A1AG-01A
66 years, male, white, stage:iii, alive, 475 days
4841.3
TCGA-FD-A3SM-01A
70 years, male, white, stage:iv, dead, 547 days
4836.9
TCGA-FD-A6TA-01A
58 years, male, white, stage:iv, alive, 1912 days
4829.3
TCGA-G2-A3VY-01A
66 years, male, asian, stage:ii, alive, 536 days
4785.2
TCGA-HQ-A2OE-01A
male, alive, 1174 days
4768.4
TCGA-BT-A42F-01A
64 years, male, white, stage:iv, alive, 864 days
4768.2
TCGA-4Z-AA7M-01A
65 years, male, white, stage:iii, alive, 495 days
4767.0
TCGA-XF-A9SK-01A
65 years, male, white, stage:iv, dead, 486 days
4765.8
TCGA-DK-A2I6-01A
81 years, male, white, stage:iv, alive, 2656 days
4729.2
TCGA-CF-A3MH-01A
75 years, male, asian, stage:ii, alive, 398 days
4728.4
TCGA-GC-A3YS-01A
61 years, male, white, stage:iv, alive, 758 days
4703.8
TCGA-E7-A4IJ-01A
56 years, male, asian, stage:ii, dead, 674 days
4703.2
TCGA-GV-A3JV-01A
66 years, male, white, stage:iv, dead, 434 days
4693.7
TCGA-XF-A9SW-01A
85 years, male, white, stage:iv, dead, 362 days
4683.0
TCGA-DK-A1AE-01A
84 years, male, white, stage:iii, alive, 491 days
4679.9
TCGA-CF-A1HS-01A
75 years, female, asian, stage:iii, alive, 382 days
4651.8
TCGA-E7-A5KE-01A
78 years, female, asian, stage:ii, alive, 17 days
4626.2
TCGA-2F-A9KW-01A
67 years, female, white, stage:iii, dead, 254 days
4574.1
TCGA-LC-A66R-01A
78 years, male, white, stage:iv, alive, 466 days
4558.7
TCGA-BT-A20N-01A
72 years, male, stage:iii, dead, 795 days
4532.1
TCGA-FD-A6TB-01A
82 years, male, white, stage:iii, alive, 572 days
4526.2
TCGA-BT-A20Q-01A
73 years, male, white, stage:iv, dead, 593 days
4475.9
TCGA-E7-A519-01A
72 years, male, white, stage:ii, alive, 508 days
4347.8
TCGA-XF-A9SJ-01A
83 years, male, white, stage:iv, dead, 98 days
4264.2
TCGA-DK-A3IT-01A
62 years, male, white, stage:iii, alive, 648 days
4251.1
TCGA-GV-A3JX-01A
59 years, male, white, stage:iii, alive, 581 days
4135.4
TCGA-DK-A6B2-01A
70 years, male, white, stage:iv, alive, 477 days
4126.4
TCGA-K4-A83P-01A
77 years, male, white, stage:iv, alive, 495 days
4120.5
TCGA-YC-A8S6-01A
71 years, male, white, stage:ii, alive, 293 days
4046.9
TCGA-4Z-AA82-01A
59 years, male, black or african american, stage:iv, dead, 1556 days
4038.4
TCGA-ZF-A9R5-01A
59 years, male, white, stage:iii, alive, 1090 days
4018.6
TCGA-K4-A6MB-01A
64 years, male, white, stage:iv, alive, 469 days
3998.8
TCGA-BT-A3PH-01A
76 years, male, white, stage:iv, dead, 142 days
3976.5
TCGA-XF-A9T5-01A
78 years, female, white, stage:iv, alive, 2027 days
3966.6
TCGA-GV-A3JW-01A
74 years, male, white, stage:ii, alive, 649 days
3963.7
TCGA-4Z-AA81-01A
80 years, male, white, stage:ii, dead, 1270 days
3905.5
TCGA-DK-AA6U-01A
64 years, male, white, stage:ii, alive, 578 days
3864.0
TCGA-GU-A767-01A
81 years, male, white, stage:iv, dead, 144 days
3807.2
TCGA-BT-A2LD-01A
78 years, female, white, stage:iv, dead, 623 days
3791.0
TCGA-HQ-A5NE-01A
56 years, male, stage:iii, dead, 370 days
3760.8
TCGA-E7-A85H-01A
64 years, male, asian, stage:iii, alive, 394 days
3718.8
TCGA-XF-A9T3-01A
69 years, female, white, stage:iv, alive, 68 days
3699.0
TCGA-XF-A9T0-01A
69 years, male, white, stage:iii, alive, 799 days
3695.1
TCGA-GU-AATQ-01A
69 years, male, white, stage:iii, dead, 213 days
3676.9
TCGA-DK-A3IN-01A
72 years, male, white, stage:iii, dead, 250 days
3648.6
TCGA-XF-A9ST-01A
68 years, male, white, stage:iii, dead, 128 days
3647.1
TCGA-4Z-AA87-01A
72 years, male, black or african american, stage:iii, alive, 1454 days
3643.3
TCGA-2F-A9KR-01A
59 years, female, stage:iii, dead, 3183 days
3611.8
TCGA-XF-AAME-01A
64 years, female, white, stage:ii, dead, 2828 days
3599.9
TCGA-FD-A6TE-01A
54 years, male, white, stage:iv, alive, 376 days
3596.6
TCGA-DK-A6B5-01A
45 years, male, white, stage:iv, alive, 1542 days
3594.8
TCGA-ZF-A9R2-01A
75 years, male, white, stage:ii, alive, 642 days
3559.2
TCGA-BL-A5ZZ-01A
80 years, female, white, stage:iii, alive, 377 days
3537.0
TCGA-CU-A0YN-01A
60 years, male, white, stage:iii, dead, 393 days
3496.7
TCGA-FD-A5BZ-01A
77 years, female, white, stage:iv, dead, 835 days
3404.3
TCGA-ZF-AA5H-01A
60 years, female, white, stage:iv, alive, 897 days
3401.0
TCGA-UY-A78M-01A
81 years, female, asian, stage:iv, dead, 690 days
3375.5
TCGA-FD-A43P-01A
74 years, male, black or african american, stage:ii, alive, 832 days
3369.6
TCGA-ZF-A9RE-01A
78 years, female, white, stage:ii, dead, 106 days
3346.4
TCGA-DK-A6B1-01A
67 years, male, white, stage:ii, alive, 2049 days
3346.1
TCGA-DK-A1A3-01A
60 years, male, white, stage:iv, dead, 665 days
3343.2
TCGA-GC-A3OO-01A
79 years, male, white, stage:ii, alive, 481 days
3338.2
TCGA-YC-A9TC-01A
72 years, male, white, stage:iv, dead, 20 days
3295.8
TCGA-UY-A78K-01A
60 years, male, white, stage:iv, dead, 536 days
3279.1
TCGA-GC-A3BM-01A
70 years, male, white, stage:ii, dead, 651 days
3271.8
TCGA-2F-A9KT-01A
83 years, male, white, stage:ii, alive, 3314 days
3270.3
TCGA-DK-A1AF-01A
84 years, female, white, stage:iv, alive, 536 days
3263.3
TCGA-R3-A69X-01A
70 years, male, white, stage:iii, alive, 433 days
3255.6
TCGA-FD-A3SO-01A
68 years, male, white, stage:iv, dead, 168 days
3251.2
TCGA-BT-A0S7-01A
75 years, male, white, stage:iii, dead, 200 days
3249.6
TCGA-YC-A89H-01A
78 years, female, white, stage:ii, alive, 573 days
3246.2
TCGA-E7-A678-01A
55 years, male, asian, stage:iii, alive, 798 days
3233.1
TCGA-FD-A43S-01A
71 years, female, white, stage:iii, alive, 455 days
3230.2
TCGA-GV-A40E-01A
75 years, male, white, stage:ii, dead, 261 days
3223.0
TCGA-FT-A61P-01A
76 years, male, white, stage:iv, alive, 337 days
3202.9
TCGA-DK-A3WX-01A
67 years, female, white, stage:iii, dead, 321 days
3201.8
TCGA-DK-A1A6-01A
53 years, male, white, stage:iv, alive, 2020 days
3190.6
TCGA-XF-A9T6-01A
88 years, female, white, stage:iii, alive, 64 days
3183.2
TCGA-GC-A3I6-01A
45 years, male, white, stage:iii, dead, 630 days
3168.5
TCGA-XF-AAMW-01A
79 years, female, white, stage:iv, dead, 253 days
3116.4
TCGA-GC-A3WC-01A
80 years, female, white, stage:iii, alive, 540 days
3109.8
TCGA-ZF-AA4U-01A
70 years, male, white, stage:iii, dead, 262 days
3081.7
TCGA-FD-A62P-01A
76 years, male, white, stage:ii, dead, 191 days
3077.2
TCGA-DK-AA6Q-01A
61 years, female, white, stage:iv, dead, 413 days
3045.8
TCGA-XF-AAN4-01A
77 years, female, white, stage:iii, dead, 823 days
3000.6
TCGA-FD-A3SQ-01A
62 years, male, white, stage:iv, dead, 1423 days
2998.7
TCGA-E7-A677-01A
81 years, male, asian, stage:ii, alive, 820 days
2998.5
TCGA-BT-A20X-01A
56 years, male, white, stage:iv, dead, 251 days
2994.5
TCGA-UY-A78N-01A
79 years, male, white, stage:iv, dead, 2641 days
2964.6
TCGA-FD-A5BS-01A
68 years, male, white, stage:iii, alive, 1639 days
2956.3
TCGA-G2-A2ES-01A
85 years, male, white, stage:ii, dead, 1004 days
2936.7
TCGA-BL-A13J-01A
65 years, male, white, stage:iv, dead, 81 days
2932.3
TCGA-E7-A8O7-01A
52 years, male, asian, stage:ii, alive, 466 days
2927.8
TCGA-ZF-AA4N-01A
74 years, male, white, stage:ii, dead, 88 days
2922.5
TCGA-CF-A9FM-01A
50 years, male, asian, stage:i, alive, 398 days
2918.0
TCGA-E7-A6MF-01A
37 years, male, asian, stage:ii, alive, 750 days
2917.7
TCGA-ZF-AA4W-01A
56 years, male, white, stage:iii, alive, 1830 days
2909.0
TCGA-FD-A6TF-01A
80 years, female, white, stage:iv, dead, 69 days
2870.7
TCGA-FD-A6TD-01A
77 years, male, white, stage:iii, dead, 386 days
2860.0
TCGA-DK-A3IU-01A
58 years, male, white, stage:ii, dead, 706 days
2856.9
TCGA-DK-AA77-01A
61 years, male, white, stage:ii, alive, 618 days
2852.2
TCGA-GU-A766-01A
62 years, male, white, stage:ii, alive, 480 days
2852.1
TCGA-ZF-AA4R-01A
67 years, male, white, stage:iv, dead, 1036 days
2841.8
TCGA-XF-AAN8-01A
74 years, female, white, stage:iii, dead, 118 days
2820.2
TCGA-H4-A2HQ-01A
64 years, female, black or african american, stage:iv, alive, 590 days
2800.2
TCGA-FD-A3B7-01A
66 years, male, black or african american, stage:iii, dead, 122 days
2765.3
TCGA-GV-A3QI-01A
47 years, male, white, stage:iii, alive, 1110 days
2736.0
TCGA-2F-A9KP-01A
66 years, male, white, stage:iv, dead, 364 days
2724.4
TCGA-4Z-AA89-01A
61 years, male, white, stage:iv, alive, 902 days
2717.0
TCGA-BT-A20R-01A
79 years, female, white, stage:iv, dead, 154 days
2689.0
TCGA-XF-AAMR-01A
48 years, male, white, stage:iii, alive, 2790 days
2688.7
TCGA-UY-A8OB-01A
64 years, male, white, stage:iv, alive, 2109 days
2680.2
TCGA-DK-A1AC-01A
72 years, male, white, stage:iii, alive, 3981 days
2676.4
TCGA-E5-A4TZ-01A
64 years, male, white, stage:iv, dead, 467 days
2647.5
TCGA-5N-A9KI-01A
76 years, female, white, stage:iii, dead, 76 days
2647.1
TCGA-FD-A3B8-01A
56 years, male, white, stage:ii, alive, 384 days
2616.9
TCGA-XF-AAMT-01A
75 years, female, white, stage:iv, dead, 90 days
2590.7
TCGA-DK-A3X2-01A
85 years, male, white, stage:iv, dead, 547 days
2576.8
TCGA-DK-A3IQ-01A
74 years, male, white, stage:iii, dead, 539 days
2576.6
TCGA-CU-A72E-01A
76 years, male, white, stage:iv, dead, 413 days
2554.6
TCGA-GU-A763-01A
72 years, male, white, stage:iii, alive, 997 days
2517.9
TCGA-E7-A6ME-01A
75 years, male, asian, stage:ii, alive, 731 days
2517.2
TCGA-DK-A3IS-01A
68 years, male, white, stage:ii, alive, 1529 days
2492.6
TCGA-FD-A43Y-01A
65 years, male, white, stage:iii, dead, 474 days
2485.5
TCGA-4Z-AA80-01A
73 years, male, white, stage:ii, dead, 19 days
2479.6
TCGA-E7-A3X6-01A
70 years, male, white, stage:ii, dead, 904 days
2465.5
TCGA-XF-AAN5-01A
61 years, female, white, stage:iii, alive, 2293 days
2463.3
TCGA-K4-A6FZ-01A
75 years, female, white, stage:iii, alive, 55 days
2404.6
TCGA-C4-A0F1-01A
71 years, male, stage:iii, alive, 89 days
2394.8
TCGA-FD-A3B5-01A
86 years, male, black or african american, stage:iv, dead, 272 days
2366.9
TCGA-K4-A3WV-01A
77 years, female, white, stage:ii, alive, 646 days
2357.6
TCGA-YF-AA3M-01A
57 years, male, stage:ii, alive, 415 days
2343.1
TCGA-CU-A3QU-01A
58 years, male, white, stage:iv, alive, 158 days
2337.8
TCGA-CF-A8HY-01A
59 years, male, asian, stage:ii, alive, 345 days
2325.2
TCGA-BT-A20V-01A
59 years, female, black or african american, stage:iv, dead, 154 days
2323.0
TCGA-FD-A5C0-01A
61 years, male, white, stage:iv, dead, 550 days
2293.9
TCGA-ZF-AA4V-01A
66 years, male, white, stage:iii, alive, 1806 days
2289.1
TCGA-XF-A9T8-01A
64 years, male, white, stage:iii, dead, 418 days
2282.0
TCGA-CF-A5UA-01A
67 years, male, asian, stage:ii, alive, 365 days
2277.9
TCGA-ZF-A9R4-01A
83 years, male, white, stage:ii, alive, 921 days
2239.0
TCGA-BT-A3PJ-01A
76 years, male, white, stage:iii, alive, 789 days
2236.9
TCGA-G2-A2EF-01A
50 years, male, white, stage:ii, alive, 1884 days
2225.5
TCGA-XF-A8HB-01A
50 years, female, stage:ii, alive, 1370 days
2214.3
TCGA-DK-A3IM-01A
77 years, male, white, stage:iii, dead, 248 days
2214.2
TCGA-UY-A8OC-01A
90 years, male, white, stage:iv, dead, 92 days
2197.6
TCGA-GD-A6C6-01A
64 years, male, white, stage:iii, alive, 67 days
2176.0
TCGA-SY-A9G5-01A
66 years, male, white, stage:iii, alive, 1186 days
2173.6
TCGA-GC-A6I3-01A
90 years, female, black or african american, stage:iv, alive, 423 days
2172.2
TCGA-E7-A7DV-01A
44 years, male, white, stage:iv, alive, 37 days
2171.4
TCGA-K4-A5RI-01A
67 years, female, white, stage:iii, dead, 356 days
2154.3
TCGA-ZF-A9RM-01A
70 years, male, white, stage:ii, alive, 1455 days
2148.4
TCGA-CF-A3MG-01A
48 years, male, asian, stage:ii, alive, 369 days
2128.6
TCGA-C4-A0EZ-01A
69 years, female, stage:iv, dead, 273 days
2117.3
TCGA-BT-A2LA-01A
54 years, male, white, stage:iii, alive, 522 days
2051.7
TCGA-FD-A3N6-01A
43 years, female, black or african american, stage:ii, alive, 851 days
2047.0
TCGA-DK-A1AB-01A
74 years, female, white, stage:iv, dead, 508 days
2038.6
TCGA-UY-A9PA-01A
48 years, male, white, stage:iii, alive, 119 days
2037.5
TCGA-E7-A7XN-01A
67 years, male, asian, stage:iii, alive, 428 days
2031.5
TCGA-K4-A5RH-01A
69 years, male, white, stage:iii, alive, 276 days
2030.3
TCGA-ZF-A9RN-01A
67 years, female, white, stage:iii, dead, 615 days
2007.0
TCGA-FD-A5BX-01A
82 years, male, white, stage:iv, dead, 173 days
2006.8
TCGA-CU-A3KJ-01A
75 years, male, white, stage:iii, alive, 562 days
2000.5
TCGA-FD-A3B3-01A
74 years, female, white, stage:iii, dead, 974 days
1990.9
TCGA-HQ-A5ND-01A
78 years, male, stage:iv, dead, 274 days
1986.1
TCGA-BT-A20U-01A
70 years, female, white, stage:iii, dead, 455 days
1967.5
TCGA-XF-A9SZ-01A
79 years, male, white, stage:iv, dead, 859 days
1955.7
TCGA-FD-A6TK-01A
60 years, male, white, stage:iii, alive, 330 days
1942.1
TCGA-XF-A9SY-01A
60 years, female, white, stage:iv, alive, 640 days
1936.9
TCGA-DK-A3WY-01A
67 years, female, white, stage:iii, alive, 4967 days
1932.2
TCGA-4Z-AA7S-01A
66 years, male, black or african american, stage:iii, dead, 1064 days
1930.7
TCGA-FD-A62S-01A
60 years, female, black or african american, stage:iii, dead, 406 days
1914.9
TCGA-ZF-A9RF-01A
74 years, male, white, stage:ii, alive, 1949 days
1910.8
TCGA-FD-A6TC-01A
79 years, female, white, stage:iii, alive, 187 days
1904.0
TCGA-XF-AAN3-01A
76 years, male, white, stage:iv, alive, 2625 days
1898.0
TCGA-S5-A6DX-01A
83 years, male, white, stage:iv, dead, 56 days
1884.5
TCGA-G2-A2EJ-01A
56 years, female, white, stage:ii, alive, 1460 days
1881.2
TCGA-ZF-AA58-01A
61 years, female, white, stage:iv, alive, 1649 days
1875.4
TCGA-GU-A42Q-01A
67 years, male, white, stage:iii, dead, 344 days
1872.9
TCGA-E7-A97P-01A
73 years, male, asian, stage:ii, dead, 437 days
1846.9
TCGA-K4-A54R-01A
59 years, male, white, stage:ii, alive, 842 days
1813.5
TCGA-GU-AATO-01A
75 years, male, white, stage:iv, dead, 324 days
1791.5
TCGA-FD-A3SP-01A
60 years, male, white, stage:iii, alive, 783 days
1782.7
TCGA-GU-A762-01A
87 years, male, white, stage:iv, dead, 232 days
1782.0
TCGA-K4-A5RJ-01A
75 years, male, white, stage:ii, alive, 539 days
1761.8
TCGA-DK-A3WW-01A
57 years, male, white, stage:iii, alive, 633 days
1747.0
TCGA-C4-A0F0-01A
60 years, male, stage:ii, alive, 59 days
1734.9
TCGA-DK-AA6R-01A
69 years, male, white, stage:iv, alive, 5041 days
1715.4
TCGA-FD-A3B6-01A
75 years, male, white, stage:ii, dead, 1005 days
1710.0
TCGA-XF-AAML-01A
75 years, male, white, stage:ii, dead, 232 days
1702.1
TCGA-XF-AAMQ-01A
59 years, female, white, stage:ii, alive, 2177 days
1694.5
TCGA-GC-A3RC-01A
59 years, male, white, stage:ii, alive, 484 days
1688.1
TCGA-GC-A4ZW-01A
71 years, male, white, stage:iii, alive, 15 days
1684.4
TCGA-UY-A78L-01A
62 years, male, white, stage:iv, alive, 1127 days
1682.2
TCGA-XF-AAN2-01A
73 years, male, white, stage:ii, dead, 1869 days
1674.9
TCGA-E7-A5KF-01A
67 years, male, asian, stage:ii, alive, 20 days
1664.5
TCGA-GD-A3OS-01A
54 years, female, white, stage:ii, alive, 638 days
1657.4
TCGA-GC-A3RB-01A
54 years, male, white, stage:iii, alive, 582 days
1650.8
TCGA-4Z-AA7Y-01A
60 years, male, white, stage:ii, alive, 1522 days
1649.7
TCGA-XF-AAN7-01A
60 years, male, white, stage:iv, dead, 565 days
1646.8
TCGA-DK-A2HX-01A
80 years, female, white, stage:iv, dead, 1420 days
1636.3
TCGA-XF-A9SX-01A
63 years, female, white, stage:iv, dead, 719 days
1632.8
TCGA-FD-A5C1-01A
61 years, female, white, stage:iii, alive, 1792 days
1626.4
TCGA-G2-A2EO-01A
69 years, male, white, stage:iii, dead, 1804 days
1600.3
TCGA-XF-A9SI-01A
73 years, female, asian, stage:ii, alive, 2423 days
1599.4
TCGA-XF-A9SM-01A
76 years, male, white, stage:iii, alive, 1048 days
1554.5
TCGA-DK-A1A5-01A
79 years, male, white, stage:ii, dead, 65 days
1552.5
TCGA-DK-A2I4-01A
79 years, male, white, stage:iii, alive, 4343 days
1543.8
TCGA-FD-A62N-01A
69 years, male, asian, stage:iii, alive, 82 days
1531.0
TCGA-BT-A20O-01A
75 years, male, white, stage:iii, dead, 370 days
1502.0
TCGA-DK-AA71-01A
71 years, male, white, stage:ii, alive, 415 days
1480.5
TCGA-FD-A3B4-01A
55 years, female, black or african american, stage:iii, dead, 510 days
1453.7
TCGA-XF-AAMH-01A
80 years, male, white, stage:iv, dead, 344 days
1422.0
TCGA-G2-A3IB-01A
66 years, male, black or african american, stage:ii, dead, 220 days
1416.1
TCGA-4Z-AA86-01A
67 years, male, black or african american, stage:iv, dead, 311 days
1332.6
TCGA-HQ-A2OF-01A
52 years, female, stage:iii, alive, 1947 days
1327.6
TCGA-PQ-A6FN-01A
78 years, female, white, stage:iii, alive, 507 days
1319.3
TCGA-XF-A9T2-01A
54 years, male, white, stage:iii, dead, 575 days
1304.4
TCGA-FD-A6TH-01A
63 years, male, white, stage:iv, dead, 131 days
1300.0
TCGA-G2-AA3C-01A
66 years, male, white, stage:iv, dead, 211 days
1279.2
TCGA-DK-AA6L-01A
48 years, male, white, stage:iv, dead, 1163 days
1264.2
TCGA-FD-A3N5-01A
69 years, male, black or african american, stage:ii, dead, 685 days
1263.4
TCGA-ZF-AA56-01A
79 years, female, white, stage:iii, dead, 259 days
1250.1
TCGA-DK-AA6M-01A
64 years, female, white, stage:ii, alive, 1582 days
1238.3
TCGA-GD-A3OQ-01A
48 years, male, white, stage:iv, alive, 95 days
1178.8
TCGA-ZF-AA5N-01A
62 years, female, white, stage:iv, dead, 168 days
1119.4
TCGA-BL-A13I-01A
57 years, female, white, stage:iii, dead, 223 days
1070.6
TCGA-ZF-A9RD-01A
75 years, female, white, stage:iv, dead, 408 days
1054.8
TCGA-FD-A5BU-01A
76 years, female, black or african american, stage:ii, alive, 588 days
979.7
TCGA-FD-A5BT-01A
84 years, male, white, stage:iii, dead, 328 days
978.7
TCGA-DK-AA74-01A
75 years, male, white, stage:iii, alive, 1708 days
973.3
TCGA-XF-A9T4-01A
48 years, male, white, stage:iv, dead, 495 days
917.5
TCGA-FD-A3SR-01A
68 years, male, white, stage:iv, dead, 602 days
854.4
TCGA-FD-A5BY-01A
63 years, female, white, stage:iii, alive, 251 days
800.1
TCGA-FJ-A871-01A
49 years, male, white, stage:iii, dead, 272 days
792.8
TCGA-GC-A6I1-01A
90 years, female, white, stage:ii, dead, 272 days
783.8
TCGA-4Z-AA7W-01A
55 years, male, white, stage:ii, alive, 840 days
778.0
TCGA-PQ-A6FI-01A
70 years, male, white, stage:ii, alive, 372 days
704.7
TCGA-UY-A9PB-01A
49 years, male, white, stage:iii, alive, 899 days
667.1
TCGA-ZF-AA54-01A
71 years, male, white, stage:iii, dead, 590 days
410.8
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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.