We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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
3186.4
Number of samples
406
Samples
Sample
Description
FPKM
TCGA-FD-A3SM-01A
70 years, male, white, stage:iv, dead, 547 days
19872.0
TCGA-XF-AAN3-01A
76 years, male, white, stage:iv, alive, 2625 days
17535.2
TCGA-G2-AA3C-01A
66 years, male, white, stage:iv, dead, 211 days
17280.0
TCGA-BL-A13I-01A
57 years, female, white, stage:iii, dead, 223 days
13611.3
TCGA-GU-AATQ-01A
69 years, male, white, stage:iii, dead, 213 days
13067.4
TCGA-XF-AAN8-01A
74 years, female, white, stage:iii, dead, 118 days
12373.8
TCGA-5N-A9KM-01A
73 years, female, white, stage:iii, dead, 530 days
12032.5
TCGA-K4-A5RI-01A
67 years, female, white, stage:iii, dead, 356 days
11041.8
TCGA-BT-A20O-01A
75 years, male, white, stage:iii, dead, 370 days
11038.8
TCGA-GC-A3WC-01A
80 years, female, white, stage:iii, alive, 540 days
11002.5
TCGA-FD-A5BT-01A
84 years, male, white, stage:iii, dead, 328 days
10179.8
TCGA-FD-A43U-01A
70 years, male, white, stage:iv, alive, 636 days
9744.6
TCGA-BT-A20U-01A
70 years, female, white, stage:iii, dead, 455 days
9028.5
TCGA-ZF-AA56-01A
79 years, female, white, stage:iii, dead, 259 days
8914.8
TCGA-FD-A6TB-01A
82 years, male, white, stage:iii, alive, 572 days
8532.9
TCGA-GU-A42Q-01A
67 years, male, white, stage:iii, dead, 344 days
8531.2
TCGA-FD-A5BS-01A
68 years, male, white, stage:iii, alive, 1639 days
8526.0
TCGA-YC-A9TC-01A
72 years, male, white, stage:iv, dead, 20 days
8188.6
TCGA-E7-A7DV-01A
44 years, male, white, stage:iv, alive, 37 days
8186.7
TCGA-CU-A0YR-01A
84 years, male, white, stage:iv, dead, 460 days
8134.1
TCGA-XF-A9SM-01A
76 years, male, white, stage:iii, alive, 1048 days
7893.8
TCGA-DK-AA6Q-01A
61 years, female, white, stage:iv, dead, 413 days
7721.3
TCGA-E5-A2PC-01A
61 years, female, white, stage:iv, alive, 1326 days
7656.9
TCGA-G2-A2EO-01A
69 years, male, white, stage:iii, dead, 1804 days
7244.7
TCGA-DK-AA6L-01A
48 years, male, white, stage:iv, dead, 1163 days
7020.1
TCGA-S5-A6DX-01A
83 years, male, white, stage:iv, dead, 56 days
7010.3
TCGA-FD-A6TH-01A
63 years, male, white, stage:iv, dead, 131 days
6824.1
TCGA-DK-A1A3-01A
60 years, male, white, stage:iv, dead, 665 days
6786.1
TCGA-ZF-AA53-01A
60 years, male, white, stage:ii, alive, 1761 days
6646.6
TCGA-FD-A62N-01A
69 years, male, asian, stage:iii, alive, 82 days
6544.0
TCGA-UY-A8OD-01A
67 years, female, black or african american, stage:ii, alive, 3432 days
6410.8
TCGA-PQ-A6FN-01A
78 years, female, white, stage:iii, alive, 507 days
6353.7
TCGA-FD-A43S-01A
71 years, female, white, stage:iii, alive, 455 days
6339.5
TCGA-DK-AA74-01A
75 years, male, white, stage:iii, alive, 1708 days
6294.2
TCGA-GC-A6I3-01A
90 years, female, black or african american, stage:iv, alive, 423 days
6282.0
TCGA-R3-A69X-01A
70 years, male, white, stage:iii, alive, 433 days
6157.7
TCGA-XF-A8HF-01A
80 years, male, white, stage:iii, dead, 2954 days
6141.3
TCGA-ZF-AA4N-01A
74 years, male, white, stage:ii, dead, 88 days
6006.4
TCGA-XF-A9SK-01A
65 years, male, white, stage:iv, dead, 486 days
5966.1
TCGA-BT-A20P-01A
81 years, female, white, stage:iii, dead, 544 days
5920.2
TCGA-FD-A5BU-01A
76 years, female, black or african american, stage:ii, alive, 588 days
5834.8
TCGA-GU-AATO-01A
75 years, male, white, stage:iv, dead, 324 days
5733.4
TCGA-K4-A5RJ-01A
75 years, male, white, stage:ii, alive, 539 days
5718.1
TCGA-GC-A6I1-01A
90 years, female, white, stage:ii, dead, 272 days
5705.4
TCGA-FD-A43Y-01A
65 years, male, white, stage:iii, dead, 474 days
5635.1
TCGA-FD-A6TG-01A
73 years, male, white, stage:iv, dead, 93 days
5600.8
TCGA-UY-A78L-01A
62 years, male, white, stage:iv, alive, 1127 days
5588.6
TCGA-DK-A1AE-01A
84 years, male, white, stage:iii, alive, 491 days
5583.6
TCGA-UY-A78P-01A
78 years, female, white, stage:ii, alive, 2380 days
5564.4
TCGA-BT-A2LD-01A
78 years, female, white, stage:iv, dead, 623 days
5499.5
TCGA-G2-A3IE-01A
52 years, male, white, stage:ii, dead, 612 days
5426.5
TCGA-K4-A83P-01A
77 years, male, white, stage:iv, alive, 495 days
5336.7
TCGA-ZF-AA52-01A
70 years, male, white, stage:iii, dead, 1077 days
5308.5
TCGA-FD-A3SJ-01A
59 years, male, white, stage:iv, dead, 739 days
5295.5
TCGA-XF-AAME-01A
64 years, female, white, stage:ii, dead, 2828 days
5201.9
TCGA-KQ-A41P-01A
76 years, male, white, stage:iv, alive, 1094 days
5179.4
TCGA-FD-A5BY-01A
63 years, female, white, stage:iii, alive, 251 days
5135.0
TCGA-DK-A3IU-01A
58 years, male, white, stage:ii, dead, 706 days
5063.7
TCGA-BT-A0YX-01A
70 years, female, white, stage:iii, dead, 400 days
5060.7
TCGA-CU-A72E-01A
76 years, male, white, stage:iv, dead, 413 days
4977.3
TCGA-BT-A20Q-01A
73 years, male, white, stage:iv, dead, 593 days
4919.6
TCGA-XF-AAN5-01A
61 years, female, white, stage:iii, alive, 2293 days
4839.4
TCGA-CF-A1HR-01A
62 years, male, asian, stage:iii, alive, 389 days
4824.4
TCGA-DK-A2I4-01A
79 years, male, white, stage:iii, alive, 4343 days
4760.1
TCGA-HQ-A2OF-01A
52 years, female, stage:iii, alive, 1947 days
4757.1
TCGA-GU-AATP-01A
74 years, male, white, stage:iv, alive, 1003 days
4709.2
TCGA-G2-A3IB-01A
66 years, male, black or african american, stage:ii, dead, 220 days
4689.7
TCGA-FD-A5BX-01A
82 years, male, white, stage:iv, dead, 173 days
4657.0
TCGA-CU-A5W6-01A
70 years, male, white, stage:iii, dead, 56 days
4644.1
TCGA-UY-A9PB-01A
49 years, male, white, stage:iii, alive, 899 days
4626.9
TCGA-BT-A42F-01A
64 years, male, white, stage:iv, alive, 864 days
4624.0
TCGA-XF-A8HB-01A
50 years, female, stage:ii, alive, 1370 days
4598.0
TCGA-BT-A20R-01A
79 years, female, white, stage:iv, dead, 154 days
4594.7
TCGA-GV-A3QF-01A
79 years, male, white, stage:iv, dead, 617 days
4522.5
TCGA-FD-A3SS-01A
66 years, male, white, stage:iv, dead, 391 days
4516.5
TCGA-BT-A20J-01A
75 years, male, white, stage:ii, dead, 579 days
4476.6
TCGA-FD-A5BZ-01A
77 years, female, white, stage:iv, dead, 835 days
4473.1
TCGA-E7-A4IJ-01A
56 years, male, asian, stage:ii, dead, 674 days
4464.7
TCGA-XF-A9T5-01A
78 years, female, white, stage:iv, alive, 2027 days
4386.5
TCGA-FD-A3B6-01A
75 years, male, white, stage:ii, dead, 1005 days
4377.6
TCGA-ZF-AA54-01A
71 years, male, white, stage:iii, dead, 590 days
4373.7
TCGA-BT-A42C-01A
64 years, male, white, stage:ii, alive, 873 days
4359.0
TCGA-XF-A9SP-01A
59 years, male, white, stage:iii, dead, 454 days
4330.7
TCGA-XF-A9SX-01A
63 years, female, white, stage:iv, dead, 719 days
4303.9
TCGA-FD-A3SQ-01A
62 years, male, white, stage:iv, dead, 1423 days
4271.7
TCGA-4Z-AA7Q-01A
79 years, male, white, stage:iii, dead, 510 days
4141.6
TCGA-ZF-A9RF-01A
74 years, male, white, stage:ii, alive, 1949 days
4137.4
TCGA-ZF-AA51-01A
69 years, female, white, stage:ii, alive, 1714 days
4086.2
TCGA-CU-A3QU-01A
58 years, male, white, stage:iv, alive, 158 days
4080.0
TCGA-XF-A9SJ-01A
83 years, male, white, stage:iv, dead, 98 days
4005.5
TCGA-FD-A6TD-01A
77 years, male, white, stage:iii, dead, 386 days
3985.2
TCGA-DK-A2I1-01A
73 years, female, white, stage:ii, alive, 546 days
3972.6
TCGA-K4-A54R-01A
59 years, male, white, stage:ii, alive, 842 days
3961.5
TCGA-FD-A5C1-01A
61 years, female, white, stage:iii, alive, 1792 days
3891.0
TCGA-XF-A8HC-01A
79 years, male, asian, stage:iv, dead, 200 days
3817.6
TCGA-DK-A6B2-01A
70 years, male, white, stage:iv, alive, 477 days
3815.2
TCGA-G2-A3VY-01A
66 years, male, asian, stage:ii, alive, 536 days
3785.0
TCGA-4Z-AA84-01A
61 years, male, white, stage:iv, alive, 460 days
3783.6
TCGA-BT-A3PH-01A
76 years, male, white, stage:iv, dead, 142 days
3766.3
TCGA-XF-A9SL-01A
69 years, male, white, stage:iv, dead, 2020 days
3751.7
TCGA-4Z-AA87-01A
72 years, male, black or african american, stage:iii, alive, 1454 days
3730.2
TCGA-FD-A3SL-01A
60 years, male, white, stage:iv, dead, 712 days
3728.7
TCGA-DK-A3WW-01A
57 years, male, white, stage:iii, alive, 633 days
3718.1
TCGA-FD-A3B8-01A
56 years, male, white, stage:ii, alive, 384 days
3708.0
TCGA-XF-A9T3-01A
69 years, female, white, stage:iv, alive, 68 days
3703.3
TCGA-K4-A3WV-01A
77 years, female, white, stage:ii, alive, 646 days
3702.1
TCGA-GD-A3OS-01A
54 years, female, white, stage:ii, alive, 638 days
3695.5
TCGA-BL-A5ZZ-01A
80 years, female, white, stage:iii, alive, 377 days
3638.0
TCGA-XF-A9SW-01A
85 years, male, white, stage:iv, dead, 362 days
3636.7
TCGA-XF-AAMJ-01A
70 years, male, asian, stage:iii, dead, 1670 days
3631.3
TCGA-GV-A3JX-01A
59 years, male, white, stage:iii, alive, 581 days
3630.7
TCGA-XF-A9SU-01A
74 years, female, white, stage:iv, dead, 182 days
3628.3
TCGA-KQ-A41S-01A
87 years, female, white, stage:iii, alive, 35 days
3598.4
TCGA-DK-A6B5-01A
45 years, male, white, stage:iv, alive, 1542 days
3582.9
TCGA-XF-AAMR-01A
48 years, male, white, stage:iii, alive, 2790 days
3580.9
TCGA-XF-AAN4-01A
77 years, female, white, stage:iii, dead, 823 days
3574.1
TCGA-K4-A4AB-01B
76 years, male, white, stage:iii, alive, 84 days
3546.0
TCGA-XF-A8HG-01A
69 years, male, white, stage:iii, dead, 467 days
3543.3
TCGA-E7-A519-01A
72 years, male, white, stage:ii, alive, 508 days
3525.9
TCGA-BT-A42E-01A
74 years, male, white, stage:iii, alive, 1108 days
3524.3
TCGA-ZF-AA5H-01A
60 years, female, white, stage:iv, alive, 897 days
3510.3
TCGA-ZF-AA4T-01A
65 years, male, white, stage:iv, dead, 599 days
3509.4
TCGA-XF-A9SZ-01A
79 years, male, white, stage:iv, dead, 859 days
3494.3
TCGA-ZF-A9R3-01A
53 years, female, white, stage:ii, dead, 949 days
3454.6
TCGA-ZF-AA58-01A
61 years, female, white, stage:iv, alive, 1649 days
3448.6
TCGA-XF-AAN0-01A
68 years, male, white, stage:iv, dead, 1718 days
3447.1
TCGA-CF-A3MG-01A
48 years, male, asian, stage:ii, alive, 369 days
3397.8
TCGA-GC-A3YS-01A
61 years, male, white, stage:iv, alive, 758 days
3367.8
TCGA-K4-A4AC-01A
83 years, male, white, stage:ii, dead, 278 days
3358.8
TCGA-E7-A6ME-01A
75 years, male, asian, stage:ii, alive, 731 days
3311.0
TCGA-GU-A762-01A
87 years, male, white, stage:iv, dead, 232 days
3282.2
TCGA-4Z-AA80-01A
73 years, male, white, stage:ii, dead, 19 days
3277.3
TCGA-DK-AA75-01A
82 years, male, white, stage:iii, dead, 340 days
3270.6
TCGA-FT-A61P-01A
76 years, male, white, stage:iv, alive, 337 days
3234.3
TCGA-FD-A3B7-01A
66 years, male, black or african american, stage:iii, dead, 122 days
3216.5
TCGA-XF-A9T8-01A
64 years, male, white, stage:iii, dead, 418 days
3202.4
TCGA-5N-A9KI-01A
76 years, female, white, stage:iii, dead, 76 days
3201.8
TCGA-FD-A62P-01A
76 years, male, white, stage:ii, dead, 191 days
3180.1
TCGA-UY-A9PE-01A
87 years, male, white, stage:iv, alive, 189 days
3177.4
TCGA-UY-A78O-01A
74 years, female, white, stage:ii, alive, 2312 days
3144.5
TCGA-FD-A3SP-01A
60 years, male, white, stage:iii, alive, 783 days
3134.0
TCGA-DK-AA71-01A
71 years, male, white, stage:ii, alive, 415 days
3124.1
TCGA-C4-A0F0-01A
60 years, male, stage:ii, alive, 59 days
3099.6
TCGA-DK-AA6M-01A
64 years, female, white, stage:ii, alive, 1582 days
3084.9
TCGA-K4-A5RH-01A
69 years, male, white, stage:iii, alive, 276 days
3058.4
TCGA-DK-A1AB-01A
74 years, female, white, stage:iv, dead, 508 days
3040.3
TCGA-4Z-AA7Y-01A
60 years, male, white, stage:ii, alive, 1522 days
3035.9
TCGA-XF-A9SI-01A
73 years, female, asian, stage:ii, alive, 2423 days
3034.4
TCGA-GU-A766-01A
62 years, male, white, stage:ii, alive, 480 days
3010.2
TCGA-4Z-AA7N-01A
66 years, male, white, stage:iii, dead, 1367 days
3004.0
TCGA-FJ-A871-01A
49 years, male, white, stage:iii, dead, 272 days
2992.2
TCGA-GC-A3RD-01A
83 years, female, white, stage:iii, alive, 428 days
2990.9
TCGA-DK-A3X1-01A
78 years, female, white, stage:iii, alive, 2009 days
2988.5
TCGA-FD-A3SN-01A
79 years, male, white, stage:iii, alive, 887 days
2976.3
TCGA-K4-A3WS-01A
66 years, male, white, stage:iii, alive, 761 days
2974.8
TCGA-DK-A1AC-01A
72 years, male, white, stage:iii, alive, 3981 days
2963.8
TCGA-E7-A7PW-01A
63 years, male, asian, stage:iii, alive, 416 days
2932.6
TCGA-4Z-AA7W-01A
55 years, male, white, stage:ii, alive, 840 days
2924.2
TCGA-KQ-A41Q-01A
89 years, male, white, stage:iii, alive, 1429 days
2922.2
TCGA-E7-A6MD-01A
66 years, male, white, stage:iv, alive, 129 days
2903.1
TCGA-ZF-A9R9-01A
58 years, male, white, stage:iv, dead, 864 days
2893.2
TCGA-ZF-A9RD-01A
75 years, female, white, stage:iv, dead, 408 days
2892.1
TCGA-DK-A1AF-01A
84 years, female, white, stage:iv, alive, 536 days
2856.6
TCGA-FD-A5C0-01A
61 years, male, white, stage:iv, dead, 550 days
2852.0
TCGA-FD-A5BR-01A
57 years, male, white, stage:ii, alive, 813 days
2849.2
TCGA-FD-A43N-01A
76 years, male, white, stage:iii, alive, 230 days
2848.4
TCGA-FD-A3N6-01A
43 years, female, black or african american, stage:ii, alive, 851 days
2831.5
TCGA-DK-A6AV-01A
82 years, female, asian, stage:ii, alive, 1952 days
2801.8
TCGA-XF-AAMX-01A
87 years, female, black or african american, stage:iii, dead, 206 days
2797.3
TCGA-FD-A3NA-01A
60 years, male, white, stage:ii, alive, 1845 days
2788.0
TCGA-BT-A3PK-01A
80 years, male, white, stage:ii, dead, 303 days
2786.9
TCGA-2F-A9KW-01A
67 years, female, white, stage:iii, dead, 254 days
2764.4
TCGA-GV-A3JZ-01A
55 years, male, white, stage:iv, alive, 603 days
2760.0
TCGA-FD-A6TA-01A
58 years, male, white, stage:iv, alive, 1912 days
2742.9
TCGA-KQ-A41O-01A
84 years, male, stage:iv, alive, 1538 days
2738.8
TCGA-GD-A2C5-01A
53 years, female, white, stage:iv, alive, 812 days
2735.3
TCGA-FD-A43P-01A
74 years, male, black or african american, stage:ii, alive, 832 days
2709.0
TCGA-YF-AA3L-01A
47 years, female, stage:ii, alive, 364 days
2696.5
TCGA-ZF-AA5P-01A
65 years, male, white, stage:iv, alive, 372 days
2678.7
TCGA-DK-AA76-01A
64 years, female, white, stage:ii, alive, 366 days
2653.1
TCGA-XF-AAMQ-01A
59 years, female, white, stage:ii, alive, 2177 days
2649.6
TCGA-FD-A3B3-01A
74 years, female, white, stage:iii, dead, 974 days
2648.4
TCGA-GD-A6C6-01A
64 years, male, white, stage:iii, alive, 67 days
2647.7
TCGA-2F-A9KO-01A
63 years, male, white, stage:iv, dead, 734 days
2645.7
TCGA-4Z-AA83-01A
52 years, male, white, stage:ii, alive, 2024 days
2645.2
TCGA-UY-A9PH-01A
73 years, male, white, stage:ii, alive, 1561 days
2632.3
TCGA-ZF-A9RL-01A
61 years, male, white, stage:ii, alive, 2703 days
2627.6
TCGA-G2-AA3B-01A
75 years, female, white, stage:ii, alive, 2008 days
2617.1
TCGA-FD-A6TI-01A
73 years, male, white, stage:iv, dead, 294 days
2609.5
TCGA-CF-A9FF-01A
52 years, male, asian, stage:ii, alive, 361 days
2608.5
TCGA-C4-A0F6-01A
82 years, female, stage:iii, alive, 700 days
2602.2
TCGA-DK-AA6X-01A
63 years, male, white, stage:ii, alive, 467 days
2594.2
TCGA-GC-A3RC-01A
59 years, male, white, stage:ii, alive, 484 days
2590.8
TCGA-G2-A2EF-01A
50 years, male, white, stage:ii, alive, 1884 days
2568.4
TCGA-HQ-A2OE-01A
male, alive, 1174 days
2554.0
TCGA-DK-A3WY-01A
67 years, female, white, stage:iii, alive, 4967 days
2538.0
TCGA-E7-A5KE-01A
78 years, female, asian, stage:ii, alive, 17 days
2533.6
TCGA-BT-A2LB-01A
73 years, female, white, stage:iii, dead, 492 days
2521.7
TCGA-XF-A9SY-01A
60 years, female, white, stage:iv, alive, 640 days
2521.3
TCGA-GU-A764-01A
66 years, male, white, stage:ii, alive, 610 days
2515.5
TCGA-SY-A9G0-01A
82 years, male, white, stage:iv, dead, 1008 days
2505.4
TCGA-DK-AA6U-01A
64 years, male, white, stage:ii, alive, 578 days
2505.2
TCGA-DK-A3IN-01A
72 years, male, white, stage:iii, dead, 250 days
2500.7
TCGA-XF-A9SV-01A
82 years, male, white, stage:iv, dead, 388 days
2468.5
TCGA-UY-A8OC-01A
90 years, male, white, stage:iv, dead, 92 days
2441.6
TCGA-GD-A76B-01A
86 years, female, white, stage:ii, dead, 224 days
2438.3
TCGA-XF-A9T0-01A
69 years, male, white, stage:iii, alive, 799 days
2415.8
TCGA-XF-AAMT-01A
75 years, female, white, stage:iv, dead, 90 days
2405.1
TCGA-XF-AAMG-01A
49 years, male, white, stage:iii, alive, 3364 days
2400.9
TCGA-UY-A9PD-01A
81 years, male, white, stage:iii, alive, 542 days
2398.9
TCGA-ZF-AA4W-01A
56 years, male, white, stage:iii, alive, 1830 days
2388.4
TCGA-UY-A78N-01A
79 years, male, white, stage:iv, dead, 2641 days
2365.2
TCGA-4Z-AA86-01A
67 years, male, black or african american, stage:iv, dead, 311 days
2363.5
TCGA-YC-A8S6-01A
71 years, male, white, stage:ii, alive, 293 days
2345.9
TCGA-DK-A3IV-01A
60 years, male, white, stage:ii, dead, 294 days
2319.9
TCGA-FD-A6TK-01A
60 years, male, white, stage:iii, alive, 330 days
2319.3
TCGA-FD-A6TF-01A
80 years, female, white, stage:iv, dead, 69 days
2316.7
TCGA-ZF-A9RE-01A
78 years, female, white, stage:ii, dead, 106 days
2316.6
TCGA-G2-A2EC-01A
58 years, female, black or african american, stage:ii, dead, 696 days
2315.8
TCGA-XF-A9SH-01A
65 years, female, asian, stage:ii, dead, 1971 days
2315.4
TCGA-K4-AAQO-01A
56 years, male, white, stage:iii, alive, 359 days
2305.0
TCGA-FD-A62S-01A
60 years, female, black or african american, stage:iii, dead, 406 days
2303.2
TCGA-GC-A3OO-01A
79 years, male, white, stage:ii, alive, 481 days
2296.2
TCGA-CF-A5UA-01A
67 years, male, asian, stage:ii, alive, 365 days
2286.5
TCGA-GU-A767-01A
81 years, male, white, stage:iv, dead, 144 days
2278.8
TCGA-4Z-AA7M-01A
65 years, male, white, stage:iii, alive, 495 days
2253.9
TCGA-BL-A13J-01A
65 years, male, white, stage:iv, dead, 81 days
2248.4
TCGA-KQ-A41N-01A
73 years, male, black or african american, stage:iii, alive, 1604 days
2240.1
TCGA-DK-AA6S-01A
60 years, male, white, stage:iii, alive, 5050 days
2232.6
TCGA-XF-A9T2-01A
54 years, male, white, stage:iii, dead, 575 days
2217.1
TCGA-GV-A40E-01A
75 years, male, white, stage:ii, dead, 261 days
2216.2
TCGA-4Z-AA7R-01A
73 years, male, black or african american, stage:iv, dead, 522 days
2205.7
TCGA-XF-A8HE-01A
47 years, male, white, stage:iii, alive, 3817 days
2200.6
TCGA-DK-AA6P-01A
72 years, female, white, stage:ii, alive, 457 days
2199.3
TCGA-UY-A78M-01A
81 years, female, asian, stage:iv, dead, 690 days
2199.1
TCGA-DK-A3IQ-01A
74 years, male, white, stage:iii, dead, 539 days
2196.6
TCGA-FD-A62O-01A
74 years, male, white, stage:iv, dead, 216 days
2185.2
TCGA-UY-A78K-01A
60 years, male, white, stage:iv, dead, 536 days
2183.6
TCGA-S5-AA26-01A
46 years, male, black or african american, stage:iii, alive, 503 days
2162.8
TCGA-YC-A89H-01A
78 years, female, white, stage:ii, alive, 573 days
2156.2
TCGA-E7-A85H-01A
64 years, male, asian, stage:iii, alive, 394 days
2154.7
TCGA-DK-A3IK-01A
87 years, male, white, stage:iv, dead, 146 days
2142.1
TCGA-DK-A1AD-01A
69 years, male, white, stage:iv, alive, 3420 days
2122.8
TCGA-DK-A1A6-01A
53 years, male, white, stage:iv, alive, 2020 days
2112.4
TCGA-GV-A3JW-01A
74 years, male, white, stage:ii, alive, 649 days
2110.1
TCGA-K4-A6FZ-01A
75 years, female, white, stage:iii, alive, 55 days
2109.6
TCGA-DK-A2I2-01A
63 years, female, white, stage:iv, dead, 237 days
2107.0
TCGA-ZF-A9RN-01A
67 years, female, white, stage:iii, dead, 615 days
2105.2
TCGA-FD-A43X-01A
84 years, male, white, stage:ii, alive, 110 days
2096.1
TCGA-CF-A1HS-01A
75 years, female, asian, stage:iii, alive, 382 days
2094.3
TCGA-FD-A3SO-01A
68 years, male, white, stage:iv, dead, 168 days
2089.8
TCGA-SY-A9G5-01A
66 years, male, white, stage:iii, alive, 1186 days
2083.2
TCGA-ZF-A9R2-01A
75 years, male, white, stage:ii, alive, 642 days
2076.7
TCGA-GV-A40G-01A
77 years, male, white, stage:ii, alive, 580 days
2066.7
TCGA-GD-A3OP-01A
84 years, female, white, stage:iv, alive, 64 days
2057.1
TCGA-XF-AAMY-01A
78 years, male, white, stage:iii, alive, 3011 days
2047.7
TCGA-DK-A6B1-01A
67 years, male, white, stage:ii, alive, 2049 days
2042.2
TCGA-ZF-AA4R-01A
67 years, male, white, stage:iv, dead, 1036 days
2014.7
TCGA-DK-AA6W-01A
79 years, male, white, stage:ii, dead, 415 days
2012.4
TCGA-XF-AAN2-01A
73 years, male, white, stage:ii, dead, 1869 days
2008.5
TCGA-GV-A3QH-01A
67 years, male, white, stage:ii, dead, 258 days
2004.6
TCGA-XF-AAN7-01A
60 years, male, white, stage:iv, dead, 565 days
1966.5
TCGA-YF-AA3M-01A
57 years, male, stage:ii, alive, 415 days
1965.4
TCGA-2F-A9KT-01A
83 years, male, white, stage:ii, alive, 3314 days
1963.6
TCGA-4Z-AA82-01A
59 years, male, black or african american, stage:iv, dead, 1556 days
1953.4
TCGA-E7-A7XN-01A
67 years, male, asian, stage:iii, alive, 428 days
1953.0
TCGA-XF-AAN1-01A
75 years, female, stage:iii, dead, 941 days
1950.8
TCGA-E7-A97Q-01A
60 years, female, white, stage:iv, dead, 246 days
1946.0
TCGA-XF-A8HH-01A
61 years, female, white, stage:iv, dead, 57 days
1934.6
TCGA-2F-A9KR-01A
59 years, female, stage:iii, dead, 3183 days
1927.0
TCGA-FD-A6TE-01A
54 years, male, white, stage:iv, alive, 376 days
1925.5
TCGA-FD-A6TC-01A
79 years, female, white, stage:iii, alive, 187 days
1920.4
TCGA-E7-A541-01A
66 years, male, white, stage:ii, dead, 778 days
1916.6
TCGA-DK-A3X2-01A
85 years, male, white, stage:iv, dead, 547 days
1906.1
TCGA-BT-A0S7-01A
75 years, male, white, stage:iii, dead, 200 days
1898.4
TCGA-ZF-A9R7-01A
76 years, female, white, stage:ii, alive, 665 days
1895.9
TCGA-DK-A6B6-01A
57 years, male, white, stage:ii, alive, 1115 days
1892.0
TCGA-GU-A763-01A
72 years, male, white, stage:iii, alive, 997 days
1889.2
TCGA-BL-A0C8-01A
73 years, male, white, stage:i, alive, 1219 days
1883.2
TCGA-DK-A1AG-01A
66 years, male, white, stage:iii, alive, 475 days
1880.6
TCGA-HQ-A5ND-01A
78 years, male, stage:iv, dead, 274 days
1874.8
TCGA-K4-A3WU-01B
88 years, male, white, stage:iii, alive, 105 days
1870.6
TCGA-XF-AAMH-01A
80 years, male, white, stage:iv, dead, 344 days
1858.6
TCGA-DK-AA77-01A
61 years, male, white, stage:ii, alive, 618 days
1852.8
TCGA-ZF-A9RC-01A
77 years, male, white, stage:iii, alive, 2868 days
1846.3
TCGA-ZF-AA4X-01A
56 years, male, white, stage:ii, alive, 2044 days
1842.1
TCGA-DK-A3IL-01A
79 years, female, white, stage:iv, dead, 413 days
1837.1
TCGA-FD-A3B5-01A
86 years, male, black or african american, stage:iv, dead, 272 days
1833.6
TCGA-ZF-AA4V-01A
66 years, male, white, stage:iii, alive, 1806 days
1826.2
TCGA-CF-A47S-01A
41 years, male, asian, stage:ii, alive, 333 days
1825.5
TCGA-E7-A3X6-01A
70 years, male, white, stage:ii, dead, 904 days
1806.4
TCGA-CF-A47Y-01A
55 years, male, asian, stage:ii, alive, 373 days
1803.9
TCGA-CF-A5U8-01A
59 years, male, asian, stage:ii, alive, 399 days
1798.2
TCGA-BT-A20N-01A
72 years, male, stage:iii, dead, 795 days
1795.7
TCGA-ZF-A9R0-01A
82 years, male, white, stage:iii, dead, 680 days
1787.9
TCGA-CF-A7I0-01A
54 years, male, asian, stage:ii, alive, 368 days
1782.9
TCGA-LT-A5Z6-01A
56 years, male, white, stage:ii, alive, 474 days
1781.6
TCGA-DK-A3IT-01A
62 years, male, white, stage:iii, alive, 648 days
1773.8
TCGA-CF-A47X-01A
60 years, male, asian, stage:ii, alive, 384 days
1763.1
TCGA-GU-A42P-01A
72 years, male, white, stage:iv, dead, 332 days
1762.5
TCGA-FJ-A3ZF-01A
73 years, male, white, stage:iii, alive, 524 days
1746.0
TCGA-LC-A66R-01A
78 years, male, white, stage:iv, alive, 466 days
1724.5
TCGA-K4-A6MB-01A
64 years, male, white, stage:iv, alive, 469 days
1721.0
TCGA-BT-A20T-01A
63 years, male, white, stage:iv, dead, 453 days
1713.7
TCGA-E7-A678-01A
55 years, male, asian, stage:iii, alive, 798 days
1710.3
TCGA-CF-A9FM-01A
50 years, male, asian, stage:i, alive, 398 days
1709.7
TCGA-FD-A5BV-01A
47 years, female, white, stage:iii, dead, 163 days
1700.6
TCGA-FD-A3SR-01A
68 years, male, white, stage:iv, dead, 602 days
1672.2
TCGA-DK-A2HX-01A
80 years, female, white, stage:iv, dead, 1420 days
1654.2
TCGA-DK-A1A5-01A
79 years, male, white, stage:ii, dead, 65 days
1646.4
TCGA-UY-A8OB-01A
64 years, male, white, stage:iv, alive, 2109 days
1644.0
TCGA-DK-A6B0-01A
61 years, male, white, stage:ii, alive, 2330 days
1641.2
TCGA-DK-AA6T-01A
63 years, male, white, stage:ii, alive, 572 days
1622.1
TCGA-CF-A8HY-01A
59 years, male, asian, stage:ii, alive, 345 days
1616.4
TCGA-4Z-AA7O-01A
64 years, male, black or african american, stage:ii, alive, 512 days
1615.8
TCGA-CF-A47W-01A
42 years, male, asian, stage:ii, alive, 368 days
1610.2
TCGA-DK-A1AA-01A
57 years, male, white, stage:iii, alive, 578 days
1578.9
TCGA-ZF-AA5N-01A
62 years, female, white, stage:iv, dead, 168 days
1575.6
TCGA-G2-AA3D-01A
60 years, male, white, stage:iv, alive, 2139 days
1574.4
TCGA-GC-A4ZW-01A
71 years, male, white, stage:iii, alive, 15 days
1554.6
TCGA-DK-A1A7-01A
67 years, female, white, stage:iv, alive, 560 days
1552.4
TCGA-FJ-A3ZE-01A
65 years, male, white, stage:iv, dead, 324 days
1543.7
TCGA-CU-A0YO-01A
84 years, male, white, stage:iv, dead, 149 days
1543.2
TCGA-XF-AAMZ-01A
81 years, female, white, stage:iv, dead, 1348 days
1537.6
TCGA-E5-A4TZ-01A
64 years, male, white, stage:iv, dead, 467 days
1535.4
TCGA-UY-A9PF-01A
78 years, male, white, stage:iv, alive, 117 days
1519.4
TCGA-KQ-A41R-01A
80 years, female, white, stage:ii, alive, 1350 days
1514.8
TCGA-E7-A7DU-01A
73 years, male, white, stage:iii, alive, 28 days
1513.6
TCGA-CF-A9FL-01A
85 years, male, asian, stage:iii, dead, 565 days
1509.8
TCGA-GU-A42R-01A
68 years, male, white, stage:iv, dead, 577 days
1507.3
TCGA-CU-A3KJ-01A
75 years, male, white, stage:iii, alive, 562 days
1505.9
TCGA-GC-A3I6-01A
45 years, male, white, stage:iii, dead, 630 days
1498.3
TCGA-XF-AAML-01A
75 years, male, white, stage:ii, dead, 232 days
1492.3
TCGA-E7-A97P-01A
73 years, male, asian, stage:ii, dead, 437 days
1474.1
TCGA-DK-A3WX-01A
67 years, female, white, stage:iii, dead, 321 days
1473.6
TCGA-XF-AAMW-01A
79 years, female, white, stage:iv, dead, 253 days
1468.7
TCGA-E7-A677-01A
81 years, male, asian, stage:ii, alive, 820 days
1465.0
TCGA-4Z-AA89-01A
61 years, male, white, stage:iv, alive, 902 days
1463.8
TCGA-G2-A2EK-01A
57 years, male, white, stage:ii, alive, 485 days
1436.6
TCGA-CU-A3YL-01A
67 years, male, white, stage:iii, alive, 906 days
1427.1
TCGA-BT-A20X-01A
56 years, male, white, stage:iv, dead, 251 days
1413.2
TCGA-E5-A4U1-01A
72 years, male, stage:ii, alive, 1181 days
1408.9
TCGA-GV-A3QK-01B
56 years, female, white, stage:iv, alive, 832 days
1408.4
TCGA-BT-A20W-01A
71 years, male, white, stage:ii, dead, 254 days
1408.0
TCGA-2F-A9KP-01A
66 years, male, white, stage:iv, dead, 364 days
1406.4
TCGA-DK-A6AW-01A
70 years, male, white, stage:ii, alive, 1621 days
1390.9
TCGA-CF-A3MH-01A
75 years, male, asian, stage:ii, alive, 398 days
1388.2
TCGA-G2-A2EL-01A
77 years, male, white, stage:ii, dead, 819 days
1384.5
TCGA-GC-A3RB-01A
54 years, male, white, stage:iii, alive, 582 days
1349.9
TCGA-BL-A3JM-01A
63 years, male, white, stage:iii, dead, 205 days
1340.7
TCGA-FT-A3EE-01A
80 years, female, white, stage:iii, dead, 99 days
1318.9
TCGA-CF-A8HX-01A
55 years, female, asian, stage:ii, alive, 345 days
1315.3
TCGA-E7-A5KF-01A
67 years, male, asian, stage:ii, alive, 20 days
1309.0
TCGA-FD-A3N5-01A
69 years, male, black or african american, stage:ii, dead, 685 days
1305.6
TCGA-FJ-A3Z7-01A
76 years, male, white, stage:iv, alive, 945 days
1296.9
TCGA-E7-A8O7-01A
52 years, male, asian, stage:ii, alive, 466 days
1294.9
TCGA-BT-A3PJ-01A
76 years, male, white, stage:iii, alive, 789 days
1292.8
TCGA-LT-A8JT-01A
69 years, female, white, stage:ii, alive, 641 days
1272.9
TCGA-DK-A3IM-01A
77 years, male, white, stage:iii, dead, 248 days
1271.6
TCGA-CF-A27C-01A
52 years, male, asian, stage:iii, alive, 425 days
1266.8
TCGA-ZF-AA4U-01A
70 years, male, white, stage:iii, dead, 262 days
1265.6
TCGA-ZF-A9R1-01A
81 years, male, white, stage:iv, alive, 773 days
1260.5
TCGA-BT-A20V-01A
59 years, female, black or african american, stage:iv, dead, 154 days
1257.0
TCGA-4Z-AA81-01A
80 years, male, white, stage:ii, dead, 1270 days
1252.0
TCGA-ZF-A9R4-01A
83 years, male, white, stage:ii, alive, 921 days
1233.4
TCGA-GC-A3BM-01A
70 years, male, white, stage:ii, dead, 651 days
1220.3
TCGA-E7-A3Y1-01A
57 years, male, white, stage:ii, alive, 163 days
1208.0
TCGA-XF-A8HD-01A
77 years, male, white, stage:iii, alive, 2964 days
1192.0
TCGA-GV-A6ZA-01A
54 years, male, white, stage:ii, alive, 691 days
1177.3
TCGA-FD-A3B4-01A
55 years, female, black or african american, stage:iii, dead, 510 days
1174.7
TCGA-G2-AA3F-01A
77 years, male, white, stage:iv, alive, 893 days
1166.9
TCGA-XF-A9T6-01A
88 years, female, white, stage:iii, alive, 64 days
1158.2
TCGA-E7-A8O8-01A
59 years, male, asian, stage:ii, alive, 13 days
1143.7
TCGA-ZF-A9R5-01A
59 years, male, white, stage:iii, alive, 1090 days
1140.3
TCGA-H4-A2HQ-01A
64 years, female, black or african american, stage:iv, alive, 590 days
1137.5
TCGA-4Z-AA7S-01A
66 years, male, black or african american, stage:iii, dead, 1064 days
1113.2
TCGA-HQ-A5NE-01A
56 years, male, stage:iii, dead, 370 days
1112.6
TCGA-2F-A9KQ-01A
69 years, male, white, stage:iii, alive, 2886 days
1106.2
TCGA-GV-A3JV-01A
66 years, male, white, stage:iv, dead, 434 days
1096.0
TCGA-UY-A9PA-01A
48 years, male, white, stage:iii, alive, 119 days
1094.8
TCGA-XF-A8HI-01A
57 years, female, white, stage:iv, dead, 544 days
1069.8
TCGA-E7-A4XJ-01A
66 years, male, asian, stage:ii, dead, 68 days
1045.1
TCGA-CF-A3MI-01A
62 years, male, asian, stage:ii, alive, 370 days
1035.0
TCGA-CU-A0YN-01A
60 years, male, white, stage:iii, dead, 393 days
1020.2
TCGA-H4-A2HO-01A
53 years, male, white, stage:iii, alive, 46 days
1017.2
TCGA-MV-A51V-01A
75 years, male, white, stage:iii, alive, 410 days
1014.5
TCGA-DK-A3IS-01A
68 years, male, white, stage:ii, alive, 1529 days
1011.8
TCGA-G2-A2ES-01A
85 years, male, white, stage:ii, dead, 1004 days
1005.1
TCGA-E7-A6MF-01A
37 years, male, asian, stage:ii, alive, 750 days
999.1
TCGA-C4-A0EZ-01A
69 years, female, stage:iv, dead, 273 days
987.7
TCGA-CF-A47T-01A
58 years, female, asian, stage:ii, dead, 385 days
967.1
TCGA-CF-A47V-01A
52 years, male, asian, stage:ii, alive, 379 days
942.5
TCGA-PQ-A6FI-01A
70 years, male, white, stage:ii, alive, 372 days
942.2
TCGA-BT-A2LA-01A
54 years, male, white, stage:iii, alive, 522 days
940.4
TCGA-DK-AA6R-01A
69 years, male, white, stage:iv, alive, 5041 days
918.9
TCGA-ZF-A9RM-01A
70 years, male, white, stage:ii, alive, 1455 days
918.7
TCGA-DK-A2I6-01A
81 years, male, white, stage:iv, alive, 2656 days
870.2
TCGA-C4-A0F1-01A
71 years, male, stage:iii, alive, 89 days
830.9
TCGA-XF-A9T4-01A
48 years, male, white, stage:iv, dead, 495 days
809.5
TCGA-G2-A2EJ-01A
56 years, female, white, stage:ii, alive, 1460 days
782.8
TCGA-FJ-A3Z9-01A
72 years, male, white, dead, 385 days
753.2
TCGA-GD-A3OQ-01A
48 years, male, white, stage:iv, alive, 95 days
732.3
TCGA-XF-A9ST-01A
68 years, male, white, stage:iii, dead, 128 days
708.3
TCGA-C4-A0F7-01A
77 years, male, stage:iv, dead, 62 days
572.8
TCGA-CF-A3MF-01A
34 years, male, asian, stage:iii, alive, 383 days
534.7
TCGA-GV-A3QI-01A
47 years, male, white, stage:iii, alive, 1110 days
493.2
Show allShow less
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.