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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.
TMSB10 is not prognostic in urothelial cancer
Stage:
Survival analysis
Current cut offi
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
3119.7
Number of samples
406
Samples
Sample
Description
FPKM
TCGA-GD-A6C6-01A
64 years, male, white, stage:iii, alive, 67 days
25738.4
TCGA-DK-AA75-01A
82 years, male, white, stage:iii, dead, 340 days
14916.3
TCGA-G2-AA3C-01A
66 years, male, white, stage:iv, dead, 211 days
11884.1
TCGA-E7-A519-01A
72 years, male, white, stage:ii, alive, 508 days
11337.8
TCGA-4Z-AA7W-01A
55 years, male, white, stage:ii, alive, 840 days
10459.6
TCGA-GC-A6I3-01A
90 years, female, black or african american, stage:iv, alive, 423 days
10149.5
TCGA-GU-AATO-01A
75 years, male, white, stage:iv, dead, 324 days
10040.8
TCGA-ZF-A9RN-01A
67 years, female, white, stage:iii, dead, 615 days
9110.2
TCGA-E7-A7PW-01A
63 years, male, asian, stage:iii, alive, 416 days
8926.2
TCGA-FJ-A871-01A
49 years, male, white, stage:iii, dead, 272 days
8729.3
TCGA-FD-A5BT-01A
84 years, male, white, stage:iii, dead, 328 days
8673.3
TCGA-PQ-A6FN-01A
78 years, female, white, stage:iii, alive, 507 days
8518.4
TCGA-DK-AA74-01A
75 years, male, white, stage:iii, alive, 1708 days
7822.8
TCGA-G2-A2EF-01A
50 years, male, white, stage:ii, alive, 1884 days
7812.2
TCGA-DK-A3WW-01A
57 years, male, white, stage:iii, alive, 633 days
7662.2
TCGA-GU-A764-01A
66 years, male, white, stage:ii, alive, 610 days
7430.1
TCGA-C4-A0F0-01A
60 years, male, stage:ii, alive, 59 days
7383.5
TCGA-FD-A3B6-01A
75 years, male, white, stage:ii, dead, 1005 days
7239.8
TCGA-CF-A8HY-01A
59 years, male, asian, stage:ii, alive, 345 days
7084.0
TCGA-XF-A9SX-01A
63 years, female, white, stage:iv, dead, 719 days
7043.6
TCGA-XF-A9SM-01A
76 years, male, white, stage:iii, alive, 1048 days
7030.2
TCGA-E7-A7DV-01A
44 years, male, white, stage:iv, alive, 37 days
7019.2
TCGA-XF-AAMG-01A
49 years, male, white, stage:iii, alive, 3364 days
6983.9
TCGA-E7-A97P-01A
73 years, male, asian, stage:ii, dead, 437 days
6983.3
TCGA-4Z-AA7R-01A
73 years, male, black or african american, stage:iv, dead, 522 days
6890.0
TCGA-DK-A1AC-01A
72 years, male, white, stage:iii, alive, 3981 days
6784.6
TCGA-DK-AA6M-01A
64 years, female, white, stage:ii, alive, 1582 days
6758.4
TCGA-XF-A9SJ-01A
83 years, male, white, stage:iv, dead, 98 days
6489.5
TCGA-PQ-A6FI-01A
70 years, male, white, stage:ii, alive, 372 days
6468.6
TCGA-FD-A6TD-01A
77 years, male, white, stage:iii, dead, 386 days
6314.7
TCGA-FJ-A3ZF-01A
73 years, male, white, stage:iii, alive, 524 days
6231.3
TCGA-GV-A40E-01A
75 years, male, white, stage:ii, dead, 261 days
6195.3
TCGA-FD-A5BS-01A
68 years, male, white, stage:iii, alive, 1639 days
6137.7
TCGA-GU-A762-01A
87 years, male, white, stage:iv, dead, 232 days
6094.5
TCGA-DK-A2I2-01A
63 years, female, white, stage:iv, dead, 237 days
5969.3
TCGA-UY-A8OC-01A
90 years, male, white, stage:iv, dead, 92 days
5923.5
TCGA-ZF-AA52-01A
70 years, male, white, stage:iii, dead, 1077 days
5908.5
TCGA-S5-A6DX-01A
83 years, male, white, stage:iv, dead, 56 days
5792.2
TCGA-ZF-AA4W-01A
56 years, male, white, stage:iii, alive, 1830 days
5448.5
TCGA-GU-AATP-01A
74 years, male, white, stage:iv, alive, 1003 days
5444.4
TCGA-BT-A20R-01A
79 years, female, white, stage:iv, dead, 154 days
5353.3
TCGA-E7-A7XN-01A
67 years, male, asian, stage:iii, alive, 428 days
5318.6
TCGA-XF-A9T6-01A
88 years, female, white, stage:iii, alive, 64 days
5251.2
TCGA-C4-A0F1-01A
71 years, male, stage:iii, alive, 89 days
5211.0
TCGA-XF-A9T8-01A
64 years, male, white, stage:iii, dead, 418 days
5192.9
TCGA-K4-A5RJ-01A
75 years, male, white, stage:ii, alive, 539 days
5150.2
TCGA-FD-A5C1-01A
61 years, female, white, stage:iii, alive, 1792 days
5134.0
TCGA-ZF-AA58-01A
61 years, female, white, stage:iv, alive, 1649 days
5116.4
TCGA-K4-A54R-01A
59 years, male, white, stage:ii, alive, 842 days
5082.8
TCGA-GC-A6I1-01A
90 years, female, white, stage:ii, dead, 272 days
5081.6
TCGA-G2-AA3B-01A
75 years, female, white, stage:ii, alive, 2008 days
5076.6
TCGA-GU-A766-01A
62 years, male, white, stage:ii, alive, 480 days
5058.8
TCGA-CF-A1HS-01A
75 years, female, asian, stage:iii, alive, 382 days
5009.1
TCGA-FD-A43U-01A
70 years, male, white, stage:iv, alive, 636 days
4974.4
TCGA-5N-A9KI-01A
76 years, female, white, stage:iii, dead, 76 days
4910.7
TCGA-UY-A78M-01A
81 years, female, asian, stage:iv, dead, 690 days
4902.6
TCGA-XF-AAML-01A
75 years, male, white, stage:ii, dead, 232 days
4863.5
TCGA-XF-A9SI-01A
73 years, female, asian, stage:ii, alive, 2423 days
4798.1
TCGA-FD-A43N-01A
76 years, male, white, stage:iii, alive, 230 days
4778.8
TCGA-BT-A20X-01A
56 years, male, white, stage:iv, dead, 251 days
4735.0
TCGA-ZF-AA53-01A
60 years, male, white, stage:ii, alive, 1761 days
4707.1
TCGA-XF-A8HD-01A
77 years, male, white, stage:iii, alive, 2964 days
4703.3
TCGA-UY-A78P-01A
78 years, female, white, stage:ii, alive, 2380 days
4579.2
TCGA-E7-A85H-01A
64 years, male, asian, stage:iii, alive, 394 days
4546.0
TCGA-XF-A9T5-01A
78 years, female, white, stage:iv, alive, 2027 days
4532.6
TCGA-GU-A767-01A
81 years, male, white, stage:iv, dead, 144 days
4507.3
TCGA-DK-AA6S-01A
60 years, male, white, stage:iii, alive, 5050 days
4460.8
TCGA-E7-A4IJ-01A
56 years, male, asian, stage:ii, dead, 674 days
4447.6
TCGA-FD-A43S-01A
71 years, female, white, stage:iii, alive, 455 days
4426.7
TCGA-DK-AA6R-01A
69 years, male, white, stage:iv, alive, 5041 days
4393.8
TCGA-BT-A2LB-01A
73 years, female, white, stage:iii, dead, 492 days
4377.1
TCGA-FD-A62N-01A
69 years, male, asian, stage:iii, alive, 82 days
4365.1
TCGA-UY-A78K-01A
60 years, male, white, stage:iv, dead, 536 days
4346.2
TCGA-FD-A3SS-01A
66 years, male, white, stage:iv, dead, 391 days
4314.9
TCGA-E7-A6ME-01A
75 years, male, asian, stage:ii, alive, 731 days
4304.6
TCGA-BT-A20V-01A
59 years, female, black or african american, stage:iv, dead, 154 days
4302.7
TCGA-ZF-A9RD-01A
75 years, female, white, stage:iv, dead, 408 days
4240.1
TCGA-UY-A8OB-01A
64 years, male, white, stage:iv, alive, 2109 days
4229.9
TCGA-FD-A5BX-01A
82 years, male, white, stage:iv, dead, 173 days
4224.7
TCGA-XF-A9T3-01A
69 years, female, white, stage:iv, alive, 68 days
4221.2
TCGA-4Z-AA86-01A
67 years, male, black or african american, stage:iv, dead, 311 days
4196.5
TCGA-ZF-AA51-01A
69 years, female, white, stage:ii, alive, 1714 days
4190.4
TCGA-XF-A9SZ-01A
79 years, male, white, stage:iv, dead, 859 days
4181.8
TCGA-BT-A2LD-01A
78 years, female, white, stage:iv, dead, 623 days
4178.3
TCGA-SY-A9G5-01A
66 years, male, white, stage:iii, alive, 1186 days
4164.6
TCGA-DK-A3X1-01A
78 years, female, white, stage:iii, alive, 2009 days
4162.3
TCGA-CU-A3KJ-01A
75 years, male, white, stage:iii, alive, 562 days
4149.8
TCGA-ZF-A9RF-01A
74 years, male, white, stage:ii, alive, 1949 days
4135.8
TCGA-CU-A72E-01A
76 years, male, white, stage:iv, dead, 413 days
4135.2
TCGA-CF-A47W-01A
42 years, male, asian, stage:ii, alive, 368 days
4123.8
TCGA-XF-AAN8-01A
74 years, female, white, stage:iii, dead, 118 days
4123.8
TCGA-KQ-A41S-01A
87 years, female, white, stage:iii, alive, 35 days
4123.3
TCGA-ZF-AA5H-01A
60 years, female, white, stage:iv, alive, 897 days
4023.3
TCGA-FD-A6TK-01A
60 years, male, white, stage:iii, alive, 330 days
4015.6
TCGA-UY-A9PD-01A
81 years, male, white, stage:iii, alive, 542 days
4003.4
TCGA-UY-A8OD-01A
67 years, female, black or african american, stage:ii, alive, 3432 days
3988.4
TCGA-FJ-A3Z9-01A
72 years, male, white, dead, 385 days
3967.3
TCGA-XF-AAMW-01A
79 years, female, white, stage:iv, dead, 253 days
3947.4
TCGA-K4-A3WV-01A
77 years, female, white, stage:ii, alive, 646 days
3916.4
TCGA-GV-A3JZ-01A
55 years, male, white, stage:iv, alive, 603 days
3911.5
TCGA-KQ-A41R-01A
80 years, female, white, stage:ii, alive, 1350 days
3894.5
TCGA-GD-A3OQ-01A
48 years, male, white, stage:iv, alive, 95 days
3882.6
TCGA-FJ-A3Z7-01A
76 years, male, white, stage:iv, alive, 945 days
3877.4
TCGA-YC-A9TC-01A
72 years, male, white, stage:iv, dead, 20 days
3867.5
TCGA-FD-A43P-01A
74 years, male, black or african american, stage:ii, alive, 832 days
3844.3
TCGA-XF-AAMH-01A
80 years, male, white, stage:iv, dead, 344 days
3838.2
TCGA-BT-A42F-01A
64 years, male, white, stage:iv, alive, 864 days
3830.8
TCGA-G2-AA3D-01A
60 years, male, white, stage:iv, alive, 2139 days
3824.1
TCGA-XF-AAN7-01A
60 years, male, white, stage:iv, dead, 565 days
3819.7
TCGA-G2-A2ES-01A
85 years, male, white, stage:ii, dead, 1004 days
3785.1
TCGA-G2-A2EJ-01A
56 years, female, white, stage:ii, alive, 1460 days
3763.5
TCGA-ZF-A9RC-01A
77 years, male, white, stage:iii, alive, 2868 days
3762.5
TCGA-BT-A42E-01A
74 years, male, white, stage:iii, alive, 1108 days
3739.8
TCGA-K4-A5RH-01A
69 years, male, white, stage:iii, alive, 276 days
3714.6
TCGA-UY-A9PE-01A
87 years, male, white, stage:iv, alive, 189 days
3712.4
TCGA-UY-A9PB-01A
49 years, male, white, stage:iii, alive, 899 days
3699.0
TCGA-KQ-A41N-01A
73 years, male, black or african american, stage:iii, alive, 1604 days
3671.9
TCGA-ZF-AA54-01A
71 years, male, white, stage:iii, dead, 590 days
3671.6
TCGA-DK-A3IM-01A
77 years, male, white, stage:iii, dead, 248 days
3665.8
TCGA-FT-A3EE-01A
80 years, female, white, stage:iii, dead, 99 days
3639.4
TCGA-FD-A6TF-01A
80 years, female, white, stage:iv, dead, 69 days
3637.0
TCGA-FD-A3SP-01A
60 years, male, white, stage:iii, alive, 783 days
3622.8
TCGA-BL-A13I-01A
57 years, female, white, stage:iii, dead, 223 days
3596.0
TCGA-E5-A2PC-01A
61 years, female, white, stage:iv, alive, 1326 days
3569.5
TCGA-FD-A43Y-01A
65 years, male, white, stage:iii, dead, 474 days
3559.8
TCGA-DK-A6AW-01A
70 years, male, white, stage:ii, alive, 1621 days
3556.1
TCGA-DK-AA77-01A
61 years, male, white, stage:ii, alive, 618 days
3514.5
TCGA-CF-A3MH-01A
75 years, male, asian, stage:ii, alive, 398 days
3509.5
TCGA-DK-A1AB-01A
74 years, female, white, stage:iv, dead, 508 days
3508.7
TCGA-BT-A3PJ-01A
76 years, male, white, stage:iii, alive, 789 days
3488.0
TCGA-XF-A9SY-01A
60 years, female, white, stage:iv, alive, 640 days
3486.6
TCGA-BT-A3PK-01A
80 years, male, white, stage:ii, dead, 303 days
3485.0
TCGA-FD-A3B7-01A
66 years, male, black or african american, stage:iii, dead, 122 days
3463.6
TCGA-GU-A763-01A
72 years, male, white, stage:iii, alive, 997 days
3453.7
TCGA-FD-A3SN-01A
79 years, male, white, stage:iii, alive, 887 days
3447.5
TCGA-DK-AA6U-01A
64 years, male, white, stage:ii, alive, 578 days
3411.7
TCGA-DK-A2I4-01A
79 years, male, white, stage:iii, alive, 4343 days
3411.7
TCGA-XF-A9SU-01A
74 years, female, white, stage:iv, dead, 182 days
3408.0
TCGA-FT-A61P-01A
76 years, male, white, stage:iv, alive, 337 days
3402.6
TCGA-ZF-A9R7-01A
76 years, female, white, stage:ii, alive, 665 days
3392.6
TCGA-XF-A8HE-01A
47 years, male, white, stage:iii, alive, 3817 days
3389.7
TCGA-ZF-AA4U-01A
70 years, male, white, stage:iii, dead, 262 days
3381.2
TCGA-XF-A8HF-01A
80 years, male, white, stage:iii, dead, 2954 days
3380.9
TCGA-4Z-AA87-01A
72 years, male, black or african american, stage:iii, alive, 1454 days
3362.1
TCGA-DK-A6B0-01A
61 years, male, white, stage:ii, alive, 2330 days
3347.9
TCGA-XF-A9T2-01A
54 years, male, white, stage:iii, dead, 575 days
3326.5
TCGA-YF-AA3L-01A
47 years, female, stage:ii, alive, 364 days
3322.4
TCGA-DK-A3IU-01A
58 years, male, white, stage:ii, dead, 706 days
3315.7
TCGA-GC-A3RC-01A
59 years, male, white, stage:ii, alive, 484 days
3294.5
TCGA-UY-A9PH-01A
73 years, male, white, stage:ii, alive, 1561 days
3277.2
TCGA-FD-A3B4-01A
55 years, female, black or african american, stage:iii, dead, 510 days
3276.7
TCGA-4Z-AA84-01A
61 years, male, white, stage:iv, alive, 460 days
3264.9
TCGA-DK-A3IN-01A
72 years, male, white, stage:iii, dead, 250 days
3261.8
TCGA-DK-A1AG-01A
66 years, male, white, stage:iii, alive, 475 days
3251.8
TCGA-XF-A9T4-01A
48 years, male, white, stage:iv, dead, 495 days
3249.9
TCGA-E7-A3X6-01A
70 years, male, white, stage:ii, dead, 904 days
3235.4
TCGA-LC-A66R-01A
78 years, male, white, stage:iv, alive, 466 days
3204.6
TCGA-ZF-AA4V-01A
66 years, male, white, stage:iii, alive, 1806 days
3202.2
TCGA-BT-A20T-01A
63 years, male, white, stage:iv, dead, 453 days
3177.3
TCGA-UY-A78L-01A
62 years, male, white, stage:iv, alive, 1127 days
3162.9
TCGA-ZF-AA4R-01A
67 years, male, white, stage:iv, dead, 1036 days
3161.4
TCGA-FD-A3B5-01A
86 years, male, black or african american, stage:iv, dead, 272 days
3120.1
TCGA-BT-A20J-01A
75 years, male, white, stage:ii, dead, 579 days
3106.0
TCGA-4Z-AA81-01A
80 years, male, white, stage:ii, dead, 1270 days
3078.0
TCGA-DK-AA6T-01A
63 years, male, white, stage:ii, alive, 572 days
3077.4
TCGA-K4-A3WS-01A
66 years, male, white, stage:iii, alive, 761 days
3036.0
TCGA-XF-AAMT-01A
75 years, female, white, stage:iv, dead, 90 days
3030.9
TCGA-XF-AAN2-01A
73 years, male, white, stage:ii, dead, 1869 days
3012.9
TCGA-4Z-AA83-01A
52 years, male, white, stage:ii, alive, 2024 days
3006.2
TCGA-CF-A5UA-01A
67 years, male, asian, stage:ii, alive, 365 days
3003.0
TCGA-G2-A2EO-01A
69 years, male, white, stage:iii, dead, 1804 days
2991.3
TCGA-GD-A76B-01A
86 years, female, white, stage:ii, dead, 224 days
2969.1
TCGA-E5-A4U1-01A
72 years, male, stage:ii, alive, 1181 days
2967.3
TCGA-HQ-A2OE-01A
male, alive, 1174 days
2960.8
TCGA-G2-A3VY-01A
66 years, male, asian, stage:ii, alive, 536 days
2933.7
TCGA-DK-A3WY-01A
67 years, female, white, stage:iii, alive, 4967 days
2931.1
TCGA-XF-AAN5-01A
61 years, female, white, stage:iii, alive, 2293 days
2909.5
TCGA-DK-A6B1-01A
67 years, male, white, stage:ii, alive, 2049 days
2888.7
TCGA-YF-AA3M-01A
57 years, male, stage:ii, alive, 415 days
2885.6
TCGA-FD-A3N5-01A
69 years, male, black or african american, stage:ii, dead, 685 days
2878.8
TCGA-ZF-AA4N-01A
74 years, male, white, stage:ii, dead, 88 days
2843.9
TCGA-DK-A1AD-01A
69 years, male, white, stage:iv, alive, 3420 days
2839.4
TCGA-C4-A0EZ-01A
69 years, female, stage:iv, dead, 273 days
2833.2
TCGA-DK-A1AF-01A
84 years, female, white, stage:iv, alive, 536 days
2832.9
TCGA-FD-A3SR-01A
68 years, male, white, stage:iv, dead, 602 days
2823.2
TCGA-GU-A42Q-01A
67 years, male, white, stage:iii, dead, 344 days
2817.6
TCGA-FD-A3B8-01A
56 years, male, white, stage:ii, alive, 384 days
2815.1
TCGA-ZF-AA4T-01A
65 years, male, white, stage:iv, dead, 599 days
2814.7
TCGA-FD-A6TA-01A
58 years, male, white, stage:iv, alive, 1912 days
2814.1
TCGA-4Z-AA82-01A
59 years, male, black or african american, stage:iv, dead, 1556 days
2806.7
TCGA-E7-A6MD-01A
66 years, male, white, stage:iv, alive, 129 days
2775.8
TCGA-DK-AA76-01A
64 years, female, white, stage:ii, alive, 366 days
2767.8
TCGA-XF-AAME-01A
64 years, female, white, stage:ii, dead, 2828 days
2747.6
TCGA-DK-A3IL-01A
79 years, female, white, stage:iv, dead, 413 days
2736.7
TCGA-BL-A5ZZ-01A
80 years, female, white, stage:iii, alive, 377 days
2725.9
TCGA-XF-A9SP-01A
59 years, male, white, stage:iii, dead, 454 days
2724.5
TCGA-FD-A5BY-01A
63 years, female, white, stage:iii, alive, 251 days
2708.7
TCGA-XF-A9SK-01A
65 years, male, white, stage:iv, dead, 486 days
2692.0
TCGA-CF-A47T-01A
58 years, female, asian, stage:ii, dead, 385 days
2673.1
TCGA-DK-A6B5-01A
45 years, male, white, stage:iv, alive, 1542 days
2670.5
TCGA-GC-A3YS-01A
61 years, male, white, stage:iv, alive, 758 days
2668.8
TCGA-DK-A6B6-01A
57 years, male, white, stage:ii, alive, 1115 days
2656.2
TCGA-K4-A6FZ-01A
75 years, female, white, stage:iii, alive, 55 days
2652.0
TCGA-K4-A83P-01A
77 years, male, white, stage:iv, alive, 495 days
2643.8
TCGA-FD-A62P-01A
76 years, male, white, stage:ii, dead, 191 days
2641.6
TCGA-E7-A7DU-01A
73 years, male, white, stage:iii, alive, 28 days
2641.2
TCGA-ZF-A9R9-01A
58 years, male, white, stage:iv, dead, 864 days
2638.1
TCGA-4Z-AA89-01A
61 years, male, white, stage:iv, alive, 902 days
2631.4
TCGA-4Z-AA80-01A
73 years, male, white, stage:ii, dead, 19 days
2620.6
TCGA-GC-A4ZW-01A
71 years, male, white, stage:iii, alive, 15 days
2615.8
TCGA-K4-A4AC-01A
83 years, male, white, stage:ii, dead, 278 days
2596.4
TCGA-2F-A9KT-01A
83 years, male, white, stage:ii, alive, 3314 days
2589.6
TCGA-G2-A3IB-01A
66 years, male, black or african american, stage:ii, dead, 220 days
2578.0
TCGA-ZF-AA5N-01A
62 years, female, white, stage:iv, dead, 168 days
2553.5
TCGA-2F-A9KR-01A
59 years, female, stage:iii, dead, 3183 days
2522.2
TCGA-BT-A20O-01A
75 years, male, white, stage:iii, dead, 370 days
2520.5
TCGA-XF-A9SW-01A
85 years, male, white, stage:iv, dead, 362 days
2515.7
TCGA-DK-AA6W-01A
79 years, male, white, stage:ii, dead, 415 days
2506.4
TCGA-FD-A3SL-01A
60 years, male, white, stage:iv, dead, 712 days
2479.1
TCGA-YC-A8S6-01A
71 years, male, white, stage:ii, alive, 293 days
2470.2
TCGA-CF-A47S-01A
41 years, male, asian, stage:ii, alive, 333 days
2462.9
TCGA-CF-A5U8-01A
59 years, male, asian, stage:ii, alive, 399 days
2453.3
TCGA-GV-A3JX-01A
59 years, male, white, stage:iii, alive, 581 days
2447.3
TCGA-ZF-A9R2-01A
75 years, male, white, stage:ii, alive, 642 days
2445.9
TCGA-XF-AAN4-01A
77 years, female, white, stage:iii, dead, 823 days
2442.4
TCGA-DK-A3WX-01A
67 years, female, white, stage:iii, dead, 321 days
2440.4
TCGA-DK-A1A3-01A
60 years, male, white, stage:iv, dead, 665 days
2418.5
TCGA-YC-A89H-01A
78 years, female, white, stage:ii, alive, 573 days
2409.7
TCGA-DK-A2I6-01A
81 years, male, white, stage:iv, alive, 2656 days
2398.0
TCGA-FD-A62S-01A
60 years, female, black or african american, stage:iii, dead, 406 days
2395.0
TCGA-XF-AAMZ-01A
81 years, female, white, stage:iv, dead, 1348 days
2388.2
TCGA-DK-AA71-01A
71 years, male, white, stage:ii, alive, 415 days
2387.0
TCGA-K4-A5RI-01A
67 years, female, white, stage:iii, dead, 356 days
2361.6
TCGA-KQ-A41O-01A
84 years, male, stage:iv, alive, 1538 days
2361.2
TCGA-DK-A1A5-01A
79 years, male, white, stage:ii, dead, 65 days
2354.9
TCGA-4Z-AA7Q-01A
79 years, male, white, stage:iii, dead, 510 days
2345.0
TCGA-XF-A9SL-01A
69 years, male, white, stage:iv, dead, 2020 days
2340.1
TCGA-FD-A3SM-01A
70 years, male, white, stage:iv, dead, 547 days
2337.7
TCGA-DK-A1AA-01A
57 years, male, white, stage:iii, alive, 578 days
2326.5
TCGA-DK-A2I1-01A
73 years, female, white, stage:ii, alive, 546 days
2315.1
TCGA-FD-A6TE-01A
54 years, male, white, stage:iv, alive, 376 days
2310.4
TCGA-G2-AA3F-01A
77 years, male, white, stage:iv, alive, 893 days
2309.5
TCGA-GC-A3RB-01A
54 years, male, white, stage:iii, alive, 582 days
2283.9
TCGA-CF-A9FL-01A
85 years, male, asian, stage:iii, dead, 565 days
2283.6
TCGA-HQ-A2OF-01A
52 years, female, stage:iii, alive, 1947 days
2245.9
TCGA-DK-A1A7-01A
67 years, female, white, stage:iv, alive, 560 days
2235.1
TCGA-GV-A3QH-01A
67 years, male, white, stage:ii, dead, 258 days
2224.8
TCGA-CU-A3QU-01A
58 years, male, white, stage:iv, alive, 158 days
2215.7
TCGA-FD-A3NA-01A
60 years, male, white, stage:ii, alive, 1845 days
2202.5
TCGA-XF-A8HI-01A
57 years, female, white, stage:iv, dead, 544 days
2196.2
TCGA-HQ-A5ND-01A
78 years, male, stage:iv, dead, 274 days
2191.0
TCGA-E7-A8O7-01A
52 years, male, asian, stage:ii, alive, 466 days
2181.7
TCGA-BT-A20W-01A
71 years, male, white, stage:ii, dead, 254 days
2180.9
TCGA-GV-A6ZA-01A
54 years, male, white, stage:ii, alive, 691 days
2175.8
TCGA-CU-A0YN-01A
60 years, male, white, stage:iii, dead, 393 days
2171.2
TCGA-XF-AAN1-01A
75 years, female, stage:iii, dead, 941 days
2167.8
TCGA-ZF-A9RL-01A
61 years, male, white, stage:ii, alive, 2703 days
2161.2
TCGA-DK-A3IS-01A
68 years, male, white, stage:ii, alive, 1529 days
2160.8
TCGA-XF-A9T0-01A
69 years, male, white, stage:iii, alive, 799 days
2153.9
TCGA-DK-AA6Q-01A
61 years, female, white, stage:iv, dead, 413 days
2150.5
TCGA-BT-A20P-01A
81 years, female, white, stage:iii, dead, 544 days
2145.9
TCGA-BT-A0YX-01A
70 years, female, white, stage:iii, dead, 400 days
2139.2
TCGA-CF-A9FF-01A
52 years, male, asian, stage:ii, alive, 361 days
2132.9
TCGA-FD-A6TC-01A
79 years, female, white, stage:iii, alive, 187 days
2126.1
TCGA-FD-A5BU-01A
76 years, female, black or african american, stage:ii, alive, 588 days
2125.5
TCGA-DK-A6B2-01A
70 years, male, white, stage:iv, alive, 477 days
2119.8
TCGA-E7-A3Y1-01A
57 years, male, white, stage:ii, alive, 163 days
2113.0
TCGA-FD-A6TH-01A
63 years, male, white, stage:iv, dead, 131 days
2110.6
TCGA-DK-A3IQ-01A
74 years, male, white, stage:iii, dead, 539 days
2104.8
TCGA-E7-A5KF-01A
67 years, male, asian, stage:ii, alive, 20 days
2082.5
TCGA-FD-A3B3-01A
74 years, female, white, stage:iii, dead, 974 days
2077.7
TCGA-FD-A3SJ-01A
59 years, male, white, stage:iv, dead, 739 days
2065.3
TCGA-GU-A42P-01A
72 years, male, white, stage:iv, dead, 332 days
2056.0
TCGA-XF-AAN3-01A
76 years, male, white, stage:iv, alive, 2625 days
2042.8
TCGA-GV-A3QF-01A
79 years, male, white, stage:iv, dead, 617 days
2036.2
TCGA-ZF-AA56-01A
79 years, female, white, stage:iii, dead, 259 days
2019.4
TCGA-BT-A2LA-01A
54 years, male, white, stage:iii, alive, 522 days
2014.3
TCGA-FD-A5C0-01A
61 years, male, white, stage:iv, dead, 550 days
2011.2
TCGA-CU-A5W6-01A
70 years, male, white, stage:iii, dead, 56 days
2011.0
TCGA-UY-A9PA-01A
48 years, male, white, stage:iii, alive, 119 days
2006.8
TCGA-4Z-AA7Y-01A
60 years, male, white, stage:ii, alive, 1522 days
2003.4
TCGA-DK-AA6P-01A
72 years, female, white, stage:ii, alive, 457 days
2003.1
TCGA-E7-A4XJ-01A
66 years, male, asian, stage:ii, dead, 68 days
1997.5
TCGA-K4-A4AB-01B
76 years, male, white, stage:iii, alive, 84 days
1984.5
TCGA-FD-A6TB-01A
82 years, male, white, stage:iii, alive, 572 days
1964.3
TCGA-XF-AAMY-01A
78 years, male, white, stage:iii, alive, 3011 days
1927.1
TCGA-XF-AAMQ-01A
59 years, female, white, stage:ii, alive, 2177 days
1917.9
TCGA-XF-AAMJ-01A
70 years, male, asian, stage:iii, dead, 1670 days
1877.1
TCGA-ZF-AA5P-01A
65 years, male, white, stage:iv, alive, 372 days
1855.8
TCGA-FD-A5BR-01A
57 years, male, white, stage:ii, alive, 813 days
1852.2
TCGA-G2-A2EC-01A
58 years, female, black or african american, stage:ii, dead, 696 days
1842.7
TCGA-H4-A2HO-01A
53 years, male, white, stage:iii, alive, 46 days
1842.3
TCGA-BT-A42C-01A
64 years, male, white, stage:ii, alive, 873 days
1809.1
TCGA-FD-A3SO-01A
68 years, male, white, stage:iv, dead, 168 days
1787.1
TCGA-ZF-A9RE-01A
78 years, female, white, stage:ii, dead, 106 days
1774.0
TCGA-H4-A2HQ-01A
64 years, female, black or african american, stage:iv, alive, 590 days
1752.9
TCGA-E7-A678-01A
55 years, male, asian, stage:iii, alive, 798 days
1749.4
TCGA-GU-AATQ-01A
69 years, male, white, stage:iii, dead, 213 days
1732.8
TCGA-GC-A3OO-01A
79 years, male, white, stage:ii, alive, 481 days
1721.3
TCGA-BL-A0C8-01A
73 years, male, white, stage:i, alive, 1219 days
1716.3
TCGA-CF-A47Y-01A
55 years, male, asian, stage:ii, alive, 373 days
1705.2
TCGA-E7-A541-01A
66 years, male, white, stage:ii, dead, 778 days
1688.1
TCGA-DK-AA6X-01A
63 years, male, white, stage:ii, alive, 467 days
1681.0
TCGA-2F-A9KO-01A
63 years, male, white, stage:iv, dead, 734 days
1674.7
TCGA-ZF-A9R0-01A
82 years, male, white, stage:iii, dead, 680 days
1654.4
TCGA-GD-A3OS-01A
54 years, female, white, stage:ii, alive, 638 days
1653.9
TCGA-FD-A43X-01A
84 years, male, white, stage:ii, alive, 110 days
1652.5
TCGA-G2-A3IE-01A
52 years, male, white, stage:ii, dead, 612 days
1645.3
TCGA-E7-A677-01A
81 years, male, asian, stage:ii, alive, 820 days
1606.7
TCGA-FD-A3N6-01A
43 years, female, black or african american, stage:ii, alive, 851 days
1598.3
TCGA-GU-A42R-01A
68 years, male, white, stage:iv, dead, 577 days
1596.8
TCGA-HQ-A5NE-01A
56 years, male, stage:iii, dead, 370 days
1596.4
TCGA-FD-A6TG-01A
73 years, male, white, stage:iv, dead, 93 days
1592.2
TCGA-BT-A20Q-01A
73 years, male, white, stage:iv, dead, 593 days
1585.3
TCGA-ZF-AA4X-01A
56 years, male, white, stage:ii, alive, 2044 days
1585.0
TCGA-MV-A51V-01A
75 years, male, white, stage:iii, alive, 410 days
1578.1
TCGA-GV-A3QK-01B
56 years, female, white, stage:iv, alive, 832 days
1560.0
TCGA-E5-A4TZ-01A
64 years, male, white, stage:iv, dead, 467 days
1553.3
TCGA-GC-A3I6-01A
45 years, male, white, stage:iii, dead, 630 days
1552.5
TCGA-DK-A6AV-01A
82 years, female, asian, stage:ii, alive, 1952 days
1546.8
TCGA-CF-A8HX-01A
55 years, female, asian, stage:ii, alive, 345 days
1539.6
TCGA-ZF-A9R1-01A
81 years, male, white, stage:iv, alive, 773 days
1527.3
TCGA-UY-A78N-01A
79 years, male, white, stage:iv, dead, 2641 days
1502.6
TCGA-GV-A3JW-01A
74 years, male, white, stage:ii, alive, 649 days
1486.8
TCGA-ZF-A9R4-01A
83 years, male, white, stage:ii, alive, 921 days
1484.2
TCGA-KQ-A41P-01A
76 years, male, white, stage:iv, alive, 1094 days
1483.3
TCGA-SY-A9G0-01A
82 years, male, white, stage:iv, dead, 1008 days
1480.5
TCGA-K4-A6MB-01A
64 years, male, white, stage:iv, alive, 469 days
1478.3
TCGA-XF-AAMX-01A
87 years, female, black or african american, stage:iii, dead, 206 days
1425.2
TCGA-CF-A27C-01A
52 years, male, asian, stage:iii, alive, 425 days
1416.9
TCGA-FD-A5BV-01A
47 years, female, white, stage:iii, dead, 163 days
1410.4
TCGA-4Z-AA7M-01A
65 years, male, white, stage:iii, alive, 495 days
1408.9
TCGA-C4-A0F6-01A
82 years, female, stage:iii, alive, 700 days
1401.3
TCGA-CF-A9FM-01A
50 years, male, asian, stage:i, alive, 398 days
1394.0
TCGA-GC-A3WC-01A
80 years, female, white, stage:iii, alive, 540 days
1392.7
TCGA-CF-A47V-01A
52 years, male, asian, stage:ii, alive, 379 days
1387.3
TCGA-K4-AAQO-01A
56 years, male, white, stage:iii, alive, 359 days
1385.0
TCGA-4Z-AA7N-01A
66 years, male, white, stage:iii, dead, 1367 days
1383.9
TCGA-CU-A0YO-01A
84 years, male, white, stage:iv, dead, 149 days
1365.4
TCGA-4Z-AA7O-01A
64 years, male, black or african american, stage:ii, alive, 512 days
1343.5
TCGA-DK-A3X2-01A
85 years, male, white, stage:iv, dead, 547 days
1318.7
TCGA-FD-A3SQ-01A
62 years, male, white, stage:iv, dead, 1423 days
1312.3
TCGA-DK-A1A6-01A
53 years, male, white, stage:iv, alive, 2020 days
1309.4
TCGA-DK-AA6L-01A
48 years, male, white, stage:iv, dead, 1163 days
1291.4
TCGA-K4-A3WU-01B
88 years, male, white, stage:iii, alive, 105 days
1285.2
TCGA-BL-A13J-01A
65 years, male, white, stage:iv, dead, 81 days
1272.5
TCGA-DK-A3IT-01A
62 years, male, white, stage:iii, alive, 648 days
1252.7
TCGA-S5-AA26-01A
46 years, male, black or african american, stage:iii, alive, 503 days
1250.9
TCGA-DK-A3IV-01A
60 years, male, white, stage:ii, dead, 294 days
1227.4
TCGA-FD-A5BZ-01A
77 years, female, white, stage:iv, dead, 835 days
1214.1
TCGA-ZF-A9R5-01A
59 years, male, white, stage:iii, alive, 1090 days
1207.8
TCGA-LT-A8JT-01A
69 years, female, white, stage:ii, alive, 641 days
1206.0
TCGA-FD-A62O-01A
74 years, male, white, stage:iv, dead, 216 days
1176.2
TCGA-GD-A2C5-01A
53 years, female, white, stage:iv, alive, 812 days
1168.3
TCGA-BT-A20N-01A
72 years, male, stage:iii, dead, 795 days
1149.2
TCGA-XF-AAN0-01A
68 years, male, white, stage:iv, dead, 1718 days
1148.5
TCGA-DK-A3IK-01A
87 years, male, white, stage:iv, dead, 146 days
1142.4
TCGA-CF-A3MI-01A
62 years, male, asian, stage:ii, alive, 370 days
1129.8
TCGA-DK-A2HX-01A
80 years, female, white, stage:iv, dead, 1420 days
1129.6
TCGA-5N-A9KM-01A
73 years, female, white, stage:iii, dead, 530 days
1106.4
TCGA-KQ-A41Q-01A
89 years, male, white, stage:iii, alive, 1429 days
1099.6
TCGA-BT-A20U-01A
70 years, female, white, stage:iii, dead, 455 days
1099.5
TCGA-ZF-A9R3-01A
53 years, female, white, stage:ii, dead, 949 days
1083.2
TCGA-CF-A47X-01A
60 years, male, asian, stage:ii, alive, 384 days
1069.1
TCGA-E7-A8O8-01A
59 years, male, asian, stage:ii, alive, 13 days
1051.0
TCGA-XF-A9ST-01A
68 years, male, white, stage:iii, dead, 128 days
1051.0
TCGA-FD-A6TI-01A
73 years, male, white, stage:iv, dead, 294 days
1041.6
TCGA-2F-A9KW-01A
67 years, female, white, stage:iii, dead, 254 days
1021.2
TCGA-CF-A1HR-01A
62 years, male, asian, stage:iii, alive, 389 days
1014.6
TCGA-4Z-AA7S-01A
66 years, male, black or african american, stage:iii, dead, 1064 days
1008.8
TCGA-ZF-A9RM-01A
70 years, male, white, stage:ii, alive, 1455 days
997.4
TCGA-XF-AAMR-01A
48 years, male, white, stage:iii, alive, 2790 days
980.7
TCGA-CF-A3MG-01A
48 years, male, asian, stage:ii, alive, 369 days
959.8
TCGA-CU-A3YL-01A
67 years, male, white, stage:iii, alive, 906 days
929.7
TCGA-E7-A5KE-01A
78 years, female, asian, stage:ii, alive, 17 days
901.4
TCGA-LT-A5Z6-01A
56 years, male, white, stage:ii, alive, 474 days
893.3
TCGA-BL-A3JM-01A
63 years, male, white, stage:iii, dead, 205 days
891.1
TCGA-BT-A0S7-01A
75 years, male, white, stage:iii, dead, 200 days
885.6
TCGA-GV-A3JV-01A
66 years, male, white, stage:iv, dead, 434 days
881.7
TCGA-XF-A9SV-01A
82 years, male, white, stage:iv, dead, 388 days
865.3
TCGA-GV-A3QI-01A
47 years, male, white, stage:iii, alive, 1110 days
855.6
TCGA-R3-A69X-01A
70 years, male, white, stage:iii, alive, 433 days
834.3
TCGA-XF-A8HB-01A
50 years, female, stage:ii, alive, 1370 days
832.8
TCGA-GC-A3BM-01A
70 years, male, white, stage:ii, dead, 651 days
832.5
TCGA-DK-A1AE-01A
84 years, male, white, stage:iii, alive, 491 days
822.9
TCGA-G2-A2EL-01A
77 years, male, white, stage:ii, dead, 819 days
799.4
TCGA-GC-A3RD-01A
83 years, female, white, stage:iii, alive, 428 days
766.2
TCGA-XF-A8HC-01A
79 years, male, asian, stage:iv, dead, 200 days
765.6
TCGA-CU-A0YR-01A
84 years, male, white, stage:iv, dead, 460 days
735.7
TCGA-FJ-A3ZE-01A
65 years, male, white, stage:iv, dead, 324 days
723.1
TCGA-UY-A9PF-01A
78 years, male, white, stage:iv, alive, 117 days
680.6
TCGA-GD-A3OP-01A
84 years, female, white, stage:iv, alive, 64 days
677.0
TCGA-CF-A7I0-01A
54 years, male, asian, stage:ii, alive, 368 days
668.4
TCGA-G2-A2EK-01A
57 years, male, white, stage:ii, alive, 485 days
660.3
TCGA-E7-A97Q-01A
60 years, female, white, stage:iv, dead, 246 days
650.8
TCGA-GV-A40G-01A
77 years, male, white, stage:ii, alive, 580 days
637.5
TCGA-2F-A9KQ-01A
69 years, male, white, stage:iii, alive, 2886 days
633.0
TCGA-CF-A3MF-01A
34 years, male, asian, stage:iii, alive, 383 days
581.6
TCGA-XF-A9SH-01A
65 years, female, asian, stage:ii, dead, 1971 days
567.4
TCGA-C4-A0F7-01A
77 years, male, stage:iv, dead, 62 days
563.2
TCGA-2F-A9KP-01A
66 years, male, white, stage:iv, dead, 364 days
544.7
TCGA-BT-A3PH-01A
76 years, male, white, stage:iv, dead, 142 days
543.4
TCGA-UY-A78O-01A
74 years, female, white, stage:ii, alive, 2312 days
501.9
TCGA-XF-A8HH-01A
61 years, female, white, stage:iv, dead, 57 days
458.5
TCGA-E7-A6MF-01A
37 years, male, asian, stage:ii, alive, 750 days
457.4
TCGA-XF-A8HG-01A
69 years, male, white, stage:iii, dead, 467 days
154.9
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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.
The Human Protein Atlas project is funded
