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UROTHELIAL CANCER - Interactive survival scatter ploti
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
: Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A 5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A 5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as median FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average FPKM
1161.4
Number of samples
406
Samples
Sample
Description
FPKM
TCGA-BT-A20P-01A
81 years, female, white, stage:iii, dead, 544 days
3828.2
TCGA-BT-A20V-01A
59 years, female, black or african american, stage:iv, dead, 154 days
3645.0
TCGA-YC-A9TC-01A
72 years, male, white, stage:iv, dead, 20 days
3169.6
TCGA-4Z-AA7Y-01A
60 years, male, white, stage:ii, alive, 1522 days
3120.0
TCGA-CF-A5UA-01A
67 years, male, asian, stage:ii, alive, 365 days
3111.4
TCGA-CF-A3MH-01A
75 years, male, asian, stage:ii, alive, 398 days
3098.9
TCGA-G2-A2EL-01A
77 years, male, white, stage:ii, dead, 819 days
3081.2
TCGA-CF-A3MG-01A
48 years, male, asian, stage:ii, alive, 369 days
3066.0
TCGA-FD-A3SM-01A
70 years, male, white, stage:iv, dead, 547 days
2868.1
TCGA-XF-AAN3-01A
76 years, male, white, stage:iv, alive, 2625 days
2724.4
TCGA-BT-A0YX-01A
70 years, female, white, stage:iii, dead, 400 days
2657.4
TCGA-4Z-AA83-01A
52 years, male, white, stage:ii, alive, 2024 days
2569.5
TCGA-CF-A8HY-01A
59 years, male, asian, stage:ii, alive, 345 days
2516.6
TCGA-G2-AA3C-01A
66 years, male, white, stage:iv, dead, 211 days
2446.8
TCGA-HQ-A5ND-01A
78 years, male, stage:iv, dead, 274 days
2442.3
TCGA-UY-A8OC-01A
90 years, male, white, stage:iv, dead, 92 days
2437.9
TCGA-ZF-A9RE-01A
78 years, female, white, stage:ii, dead, 106 days
2415.3
TCGA-G2-A2EO-01A
69 years, male, white, stage:iii, dead, 1804 days
2391.8
TCGA-XF-A9T5-01A
78 years, female, white, stage:iv, alive, 2027 days
2378.9
TCGA-BT-A20X-01A
56 years, male, white, stage:iv, dead, 251 days
2365.0
TCGA-GU-AATO-01A
75 years, male, white, stage:iv, dead, 324 days
2343.2
TCGA-K4-A3WV-01A
77 years, female, white, stage:ii, alive, 646 days
2342.6
TCGA-ZF-AA4V-01A
66 years, male, white, stage:iii, alive, 1806 days
2341.9
TCGA-C4-A0F1-01A
71 years, male, stage:iii, alive, 89 days
2328.1
TCGA-K4-A5RI-01A
67 years, female, white, stage:iii, dead, 356 days
2302.4
TCGA-CU-A3KJ-01A
75 years, male, white, stage:iii, alive, 562 days
2230.1
TCGA-CU-A5W6-01A
70 years, male, white, stage:iii, dead, 56 days
2208.5
TCGA-DK-A3IM-01A
77 years, male, white, stage:iii, dead, 248 days
2184.3
TCGA-GU-A42Q-01A
67 years, male, white, stage:iii, dead, 344 days
2133.1
TCGA-XF-AAN5-01A
61 years, female, white, stage:iii, alive, 2293 days
2069.9
TCGA-BT-A20N-01A
72 years, male, stage:iii, dead, 795 days
2069.6
TCGA-PQ-A6FI-01A
70 years, male, white, stage:ii, alive, 372 days
2025.8
TCGA-FD-A6TD-01A
77 years, male, white, stage:iii, dead, 386 days
1998.1
TCGA-CF-A27C-01A
52 years, male, asian, stage:iii, alive, 425 days
1995.4
TCGA-XF-AAN1-01A
75 years, female, stage:iii, dead, 941 days
1989.2
TCGA-ZF-AA54-01A
71 years, male, white, stage:iii, dead, 590 days
1966.4
TCGA-GU-A764-01A
66 years, male, white, stage:ii, alive, 610 days
1961.9
TCGA-FJ-A871-01A
49 years, male, white, stage:iii, dead, 272 days
1955.1
TCGA-FD-A3B6-01A
75 years, male, white, stage:ii, dead, 1005 days
1946.4
TCGA-ZF-AA5H-01A
60 years, female, white, stage:iv, alive, 897 days
1932.3
TCGA-ZF-AA4U-01A
70 years, male, white, stage:iii, dead, 262 days
1928.1
TCGA-C4-A0F0-01A
60 years, male, stage:ii, alive, 59 days
1922.8
TCGA-DK-A6AW-01A
70 years, male, white, stage:ii, alive, 1621 days
1907.5
TCGA-GU-A763-01A
72 years, male, white, stage:iii, alive, 997 days
1902.5
TCGA-UY-A8OB-01A
64 years, male, white, stage:iv, alive, 2109 days
1899.8
TCGA-GU-AATQ-01A
69 years, male, white, stage:iii, dead, 213 days
1898.8
TCGA-DK-A3X2-01A
85 years, male, white, stage:iv, dead, 547 days
1893.5
TCGA-S5-AA26-01A
46 years, male, black or african american, stage:iii, alive, 503 days
1881.3
TCGA-YF-AA3M-01A
57 years, male, stage:ii, alive, 415 days
1880.4
TCGA-FD-A6TH-01A
63 years, male, white, stage:iv, dead, 131 days
1850.7
TCGA-DK-AA6T-01A
63 years, male, white, stage:ii, alive, 572 days
1847.7
TCGA-ZF-A9RD-01A
75 years, female, white, stage:iv, dead, 408 days
1825.7
TCGA-FD-A6TE-01A
54 years, male, white, stage:iv, alive, 376 days
1821.8
TCGA-FJ-A3ZE-01A
65 years, male, white, stage:iv, dead, 324 days
1801.5
TCGA-UY-A78P-01A
78 years, female, white, stage:ii, alive, 2380 days
1797.1
TCGA-4Z-AA7S-01A
66 years, male, black or african american, stage:iii, dead, 1064 days
1792.7
TCGA-XF-A9T6-01A
88 years, female, white, stage:iii, alive, 64 days
1772.6
TCGA-E7-A7DV-01A
44 years, male, white, stage:iv, alive, 37 days
1763.8
TCGA-FT-A61P-01A
76 years, male, white, stage:iv, alive, 337 days
1756.3
TCGA-DK-AA77-01A
61 years, male, white, stage:ii, alive, 618 days
1750.1
TCGA-GU-A767-01A
81 years, male, white, stage:iv, dead, 144 days
1723.3
TCGA-FD-A62N-01A
69 years, male, asian, stage:iii, alive, 82 days
1718.1
TCGA-E5-A2PC-01A
61 years, female, white, stage:iv, alive, 1326 days
1717.7
TCGA-FJ-A3Z9-01A
72 years, male, white, dead, 385 days
1712.8
TCGA-BT-A20J-01A
75 years, male, white, stage:ii, dead, 579 days
1711.6
TCGA-ZF-A9R2-01A
75 years, male, white, stage:ii, alive, 642 days
1711.5
TCGA-4Z-AA89-01A
61 years, male, white, stage:iv, alive, 902 days
1699.2
TCGA-ZF-AA5N-01A
62 years, female, white, stage:iv, dead, 168 days
1683.0
TCGA-CF-A9FF-01A
52 years, male, asian, stage:ii, alive, 361 days
1657.5
TCGA-ZF-AA4N-01A
74 years, male, white, stage:ii, dead, 88 days
1652.9
TCGA-GC-A6I3-01A
90 years, female, black or african american, stage:iv, alive, 423 days
1650.5
TCGA-CF-A47W-01A
42 years, male, asian, stage:ii, alive, 368 days
1650.3
TCGA-K4-A4AC-01A
83 years, male, white, stage:ii, dead, 278 days
1641.4
TCGA-FD-A5BS-01A
68 years, male, white, stage:iii, alive, 1639 days
1616.0
TCGA-BL-A3JM-01A
63 years, male, white, stage:iii, dead, 205 days
1612.0
TCGA-UY-A78L-01A
62 years, male, white, stage:iv, alive, 1127 days
1605.4
TCGA-GV-A3QI-01A
47 years, male, white, stage:iii, alive, 1110 days
1604.0
TCGA-BT-A42E-01A
74 years, male, white, stage:iii, alive, 1108 days
1596.0
TCGA-ZF-A9R1-01A
81 years, male, white, stage:iv, alive, 773 days
1591.3
TCGA-DK-A3IS-01A
68 years, male, white, stage:ii, alive, 1529 days
1583.8
TCGA-XF-A8HE-01A
47 years, male, white, stage:iii, alive, 3817 days
1580.3
TCGA-E7-A97P-01A
73 years, male, asian, stage:ii, dead, 437 days
1578.3
TCGA-YC-A89H-01A
78 years, female, white, stage:ii, alive, 573 days
1569.3
TCGA-GU-A762-01A
87 years, male, white, stage:iv, dead, 232 days
1568.1
TCGA-FD-A6TC-01A
79 years, female, white, stage:iii, alive, 187 days
1566.8
TCGA-FD-A62P-01A
76 years, male, white, stage:ii, dead, 191 days
1555.9
TCGA-E7-A3Y1-01A
57 years, male, white, stage:ii, alive, 163 days
1550.8
TCGA-GD-A6C6-01A
64 years, male, white, stage:iii, alive, 67 days
1546.9
TCGA-BT-A20U-01A
70 years, female, white, stage:iii, dead, 455 days
1540.7
TCGA-H4-A2HQ-01A
64 years, female, black or african american, stage:iv, alive, 590 days
1528.8
TCGA-XF-A9T8-01A
64 years, male, white, stage:iii, dead, 418 days
1525.8
TCGA-XF-A9SJ-01A
83 years, male, white, stage:iv, dead, 98 days
1511.6
TCGA-BT-A2LD-01A
78 years, female, white, stage:iv, dead, 623 days
1506.9
TCGA-DK-A1AG-01A
66 years, male, white, stage:iii, alive, 475 days
1502.9
TCGA-GD-A3OQ-01A
48 years, male, white, stage:iv, alive, 95 days
1486.3
TCGA-E7-A8O8-01A
59 years, male, asian, stage:ii, alive, 13 days
1476.5
TCGA-XF-AAN7-01A
60 years, male, white, stage:iv, dead, 565 days
1470.6
TCGA-DK-A1A6-01A
53 years, male, white, stage:iv, alive, 2020 days
1466.3
TCGA-FD-A3B5-01A
86 years, male, black or african american, stage:iv, dead, 272 days
1449.1
TCGA-K4-A54R-01A
59 years, male, white, stage:ii, alive, 842 days
1447.2
TCGA-CF-A47S-01A
41 years, male, asian, stage:ii, alive, 333 days
1432.1
TCGA-XF-A9T2-01A
54 years, male, white, stage:iii, dead, 575 days
1427.6
TCGA-DK-A6B0-01A
61 years, male, white, stage:ii, alive, 2330 days
1427.2
TCGA-G2-A2EJ-01A
56 years, female, white, stage:ii, alive, 1460 days
1422.6
TCGA-DK-A3WX-01A
67 years, female, white, stage:iii, dead, 321 days
1418.5
TCGA-CU-A72E-01A
76 years, male, white, stage:iv, dead, 413 days
1417.5
TCGA-XF-A9SM-01A
76 years, male, white, stage:iii, alive, 1048 days
1415.1
TCGA-DK-A3WW-01A
57 years, male, white, stage:iii, alive, 633 days
1409.9
TCGA-XF-A8HI-01A
57 years, female, white, stage:iv, dead, 544 days
1407.6
TCGA-4Z-AA86-01A
67 years, male, black or african american, stage:iv, dead, 311 days
1405.1
TCGA-BL-A13J-01A
65 years, male, white, stage:iv, dead, 81 days
1400.7
TCGA-FD-A3N6-01A
43 years, female, black or african american, stage:ii, alive, 851 days
1400.1
TCGA-E7-A5KF-01A
67 years, male, asian, stage:ii, alive, 20 days
1386.7
TCGA-KQ-A41Q-01A
89 years, male, white, stage:iii, alive, 1429 days
1374.3
TCGA-E7-A677-01A
81 years, male, asian, stage:ii, alive, 820 days
1369.4
TCGA-FD-A6TF-01A
80 years, female, white, stage:iv, dead, 69 days
1366.0
TCGA-DK-AA6R-01A
69 years, male, white, stage:iv, alive, 5041 days
1362.7
TCGA-FD-A3SO-01A
68 years, male, white, stage:iv, dead, 168 days
1361.4
TCGA-XF-A9T4-01A
48 years, male, white, stage:iv, dead, 495 days
1358.5
TCGA-DK-A1AA-01A
57 years, male, white, stage:iii, alive, 578 days
1349.0
TCGA-GC-A3OO-01A
79 years, male, white, stage:ii, alive, 481 days
1346.2
TCGA-GC-A3RB-01A
54 years, male, white, stage:iii, alive, 582 days
1345.6
TCGA-DK-A1AB-01A
74 years, female, white, stage:iv, dead, 508 days
1343.4
TCGA-ZF-AA56-01A
79 years, female, white, stage:iii, dead, 259 days
1342.8
TCGA-BL-A5ZZ-01A
80 years, female, white, stage:iii, alive, 377 days
1336.0
TCGA-4Z-AA81-01A
80 years, male, white, stage:ii, dead, 1270 days
1323.6
TCGA-FD-A5C1-01A
61 years, female, white, stage:iii, alive, 1792 days
1323.4
TCGA-HQ-A2OE-01A
male, alive, 1174 days
1321.7
TCGA-GV-A3QF-01A
79 years, male, white, stage:iv, dead, 617 days
1318.4
TCGA-XF-A9SY-01A
60 years, female, white, stage:iv, alive, 640 days
1317.2
TCGA-DK-AA6P-01A
72 years, female, white, stage:ii, alive, 457 days
1308.9
TCGA-XF-A9ST-01A
68 years, male, white, stage:iii, dead, 128 days
1299.2
TCGA-E7-A678-01A
55 years, male, asian, stage:iii, alive, 798 days
1297.9
TCGA-UY-A9PB-01A
49 years, male, white, stage:iii, alive, 899 days
1295.6
TCGA-FD-A3B3-01A
74 years, female, white, stage:iii, dead, 974 days
1294.3
TCGA-XF-AAN2-01A
73 years, male, white, stage:ii, dead, 1869 days
1284.0
TCGA-GV-A40E-01A
75 years, male, white, stage:ii, dead, 261 days
1281.8
TCGA-2F-A9KR-01A
59 years, female, stage:iii, dead, 3183 days
1281.7
TCGA-DK-A2I2-01A
63 years, female, white, stage:iv, dead, 237 days
1280.3
TCGA-CF-A47T-01A
58 years, female, asian, stage:ii, dead, 385 days
1277.4
TCGA-DK-AA71-01A
71 years, male, white, stage:ii, alive, 415 days
1275.9
TCGA-G2-A3IB-01A
66 years, male, black or african american, stage:ii, dead, 220 days
1270.0
TCGA-GC-A3BM-01A
70 years, male, white, stage:ii, dead, 651 days
1264.6
TCGA-KQ-A41O-01A
84 years, male, stage:iv, alive, 1538 days
1261.9
TCGA-BL-A13I-01A
57 years, female, white, stage:iii, dead, 223 days
1259.9
TCGA-XF-AAMZ-01A
81 years, female, white, stage:iv, dead, 1348 days
1259.3
TCGA-CU-A0YN-01A
60 years, male, white, stage:iii, dead, 393 days
1258.0
TCGA-DK-AA75-01A
82 years, male, white, stage:iii, dead, 340 days
1257.2
TCGA-DK-A1AE-01A
84 years, male, white, stage:iii, alive, 491 days
1256.5
TCGA-E7-A519-01A
72 years, male, white, stage:ii, alive, 508 days
1256.4
TCGA-CF-A47V-01A
52 years, male, asian, stage:ii, alive, 379 days
1253.0
TCGA-K4-A6FZ-01A
75 years, female, white, stage:iii, alive, 55 days
1251.8
TCGA-S5-A6DX-01A
83 years, male, white, stage:iv, dead, 56 days
1243.6
TCGA-FD-A3N5-01A
69 years, male, black or african american, stage:ii, dead, 685 days
1242.3
TCGA-E7-A4XJ-01A
66 years, male, asian, stage:ii, dead, 68 days
1238.7
TCGA-FD-A3SP-01A
60 years, male, white, stage:iii, alive, 783 days
1229.1
TCGA-DK-AA6M-01A
64 years, female, white, stage:ii, alive, 1582 days
1227.8
TCGA-DK-A1A5-01A
79 years, male, white, stage:ii, dead, 65 days
1225.7
TCGA-GC-A3RC-01A
59 years, male, white, stage:ii, alive, 484 days
1224.7
TCGA-GC-A6I1-01A
90 years, female, white, stage:ii, dead, 272 days
1223.4
TCGA-GV-A6ZA-01A
54 years, male, white, stage:ii, alive, 691 days
1213.2
TCGA-2F-A9KQ-01A
69 years, male, white, stage:iii, alive, 2886 days
1210.4
TCGA-XF-AAMQ-01A
59 years, female, white, stage:ii, alive, 2177 days
1207.0
TCGA-XF-AAMH-01A
80 years, male, white, stage:iv, dead, 344 days
1200.7
TCGA-BT-A2LA-01A
54 years, male, white, stage:iii, alive, 522 days
1200.6
TCGA-4Z-AA7W-01A
55 years, male, white, stage:ii, alive, 840 days
1197.8
TCGA-DK-AA6W-01A
79 years, male, white, stage:ii, dead, 415 days
1197.3
TCGA-4Z-AA7R-01A
73 years, male, black or african american, stage:iv, dead, 522 days
1196.6
TCGA-E7-A3X6-01A
70 years, male, white, stage:ii, dead, 904 days
1189.6
TCGA-UY-A78N-01A
79 years, male, white, stage:iv, dead, 2641 days
1187.1
TCGA-GV-A40G-01A
77 years, male, white, stage:ii, alive, 580 days
1178.0
TCGA-ZF-A9RF-01A
74 years, male, white, stage:ii, alive, 1949 days
1174.5
TCGA-UY-A78M-01A
81 years, female, asian, stage:iv, dead, 690 days
1170.8
TCGA-XF-AAML-01A
75 years, male, white, stage:ii, dead, 232 days
1166.7
TCGA-DK-A3IT-01A
62 years, male, white, stage:iii, alive, 648 days
1164.8
TCGA-CF-A1HS-01A
75 years, female, asian, stage:iii, alive, 382 days
1162.4
TCGA-XF-A9SU-01A
74 years, female, white, stage:iv, dead, 182 days
1153.6
TCGA-2F-A9KW-01A
67 years, female, white, stage:iii, dead, 254 days
1151.4
TCGA-FD-A3B7-01A
66 years, male, black or african american, stage:iii, dead, 122 days
1144.7
TCGA-GC-A4ZW-01A
71 years, male, white, stage:iii, alive, 15 days
1144.2
TCGA-C4-A0F7-01A
77 years, male, stage:iv, dead, 62 days
1141.5
TCGA-CF-A9FM-01A
50 years, male, asian, stage:i, alive, 398 days
1141.4
TCGA-DK-AA74-01A
75 years, male, white, stage:iii, alive, 1708 days
1136.7
TCGA-FD-A6TK-01A
60 years, male, white, stage:iii, alive, 330 days
1134.9
TCGA-FD-A5BT-01A
84 years, male, white, stage:iii, dead, 328 days
1132.1
TCGA-BT-A3PK-01A
80 years, male, white, stage:ii, dead, 303 days
1131.3
TCGA-XF-A8HB-01A
50 years, female, stage:ii, alive, 1370 days
1127.9
TCGA-ZF-AA53-01A
60 years, male, white, stage:ii, alive, 1761 days
1127.3
TCGA-DK-AA6L-01A
48 years, male, white, stage:iv, dead, 1163 days
1126.6
TCGA-FD-A43X-01A
84 years, male, white, stage:ii, alive, 110 days
1119.1
TCGA-G2-A2EF-01A
50 years, male, white, stage:ii, alive, 1884 days
1117.8
TCGA-K4-A5RJ-01A
75 years, male, white, stage:ii, alive, 539 days
1115.9
TCGA-GC-A3WC-01A
80 years, female, white, stage:iii, alive, 540 days
1115.6
TCGA-FD-A3NA-01A
60 years, male, white, stage:ii, alive, 1845 days
1110.3
TCGA-4Z-AA84-01A
61 years, male, white, stage:iv, alive, 460 days
1109.8
TCGA-CF-A47Y-01A
55 years, male, asian, stage:ii, alive, 373 days
1109.7
TCGA-E7-A7DU-01A
73 years, male, white, stage:iii, alive, 28 days
1100.6
TCGA-K4-A5RH-01A
69 years, male, white, stage:iii, alive, 276 days
1099.9
TCGA-DK-A6AV-01A
82 years, female, asian, stage:ii, alive, 1952 days
1098.3
TCGA-ZF-AA58-01A
61 years, female, white, stage:iv, alive, 1649 days
1097.7
TCGA-CU-A0YR-01A
84 years, male, white, stage:iv, dead, 460 days
1090.2
TCGA-E7-A5KE-01A
78 years, female, asian, stage:ii, alive, 17 days
1089.1
TCGA-LC-A66R-01A
78 years, male, white, stage:iv, alive, 466 days
1088.5
TCGA-C4-A0EZ-01A
69 years, female, stage:iv, dead, 273 days
1085.7
TCGA-ZF-AA4W-01A
56 years, male, white, stage:iii, alive, 1830 days
1081.5
TCGA-E5-A4U1-01A
72 years, male, stage:ii, alive, 1181 days
1062.3
TCGA-XF-AAMT-01A
75 years, female, white, stage:iv, dead, 90 days
1058.3
TCGA-DK-A3IU-01A
58 years, male, white, stage:ii, dead, 706 days
1047.6
TCGA-G2-A2ES-01A
85 years, male, white, stage:ii, dead, 1004 days
1047.3
TCGA-FD-A5BU-01A
76 years, female, black or african american, stage:ii, alive, 588 days
1043.6
TCGA-FD-A3SS-01A
66 years, male, white, stage:iv, dead, 391 days
1037.7
TCGA-HQ-A5NE-01A
56 years, male, stage:iii, dead, 370 days
1035.7
TCGA-BT-A3PH-01A
76 years, male, white, stage:iv, dead, 142 days
1034.8
TCGA-BT-A20O-01A
75 years, male, white, stage:iii, dead, 370 days
1034.5
TCGA-GU-A766-01A
62 years, male, white, stage:ii, alive, 480 days
1032.1
TCGA-2F-A9KP-01A
66 years, male, white, stage:iv, dead, 364 days
1022.7
TCGA-4Z-AA82-01A
59 years, male, black or african american, stage:iv, dead, 1556 days
1020.6
TCGA-CF-A5U8-01A
59 years, male, asian, stage:ii, alive, 399 days
1016.4
TCGA-FD-A3SN-01A
79 years, male, white, stage:iii, alive, 887 days
1015.6
TCGA-FD-A62S-01A
60 years, female, black or african american, stage:iii, dead, 406 days
1009.9
TCGA-E7-A7XN-01A
67 years, male, asian, stage:iii, alive, 428 days
1009.3
TCGA-FD-A6TA-01A
58 years, male, white, stage:iv, alive, 1912 days
1003.6
TCGA-FD-A5BX-01A
82 years, male, white, stage:iv, dead, 173 days
1002.9
TCGA-FD-A3SJ-01A
59 years, male, white, stage:iv, dead, 739 days
1000.7
TCGA-4Z-AA7O-01A
64 years, male, black or african american, stage:ii, alive, 512 days
996.0
TCGA-GV-A3JX-01A
59 years, male, white, stage:iii, alive, 581 days
993.7
TCGA-UY-A9PH-01A
73 years, male, white, stage:ii, alive, 1561 days
988.0
TCGA-FD-A5BY-01A
63 years, female, white, stage:iii, alive, 251 days
987.3
TCGA-GV-A3JZ-01A
55 years, male, white, stage:iv, alive, 603 days
973.0
TCGA-BT-A3PJ-01A
76 years, male, white, stage:iii, alive, 789 days
972.7
TCGA-XF-A9T0-01A
69 years, male, white, stage:iii, alive, 799 days
967.4
TCGA-BT-A2LB-01A
73 years, female, white, stage:iii, dead, 492 days
959.0
TCGA-DK-A3WY-01A
67 years, female, white, stage:iii, alive, 4967 days
944.7
TCGA-XF-AAMW-01A
79 years, female, white, stage:iv, dead, 253 days
942.9
TCGA-DK-AA6Q-01A
61 years, female, white, stage:iv, dead, 413 days
942.9
TCGA-ZF-A9R4-01A
83 years, male, white, stage:ii, alive, 921 days
940.3
TCGA-GV-A3QK-01B
56 years, female, white, stage:iv, alive, 832 days
933.7
TCGA-C4-A0F6-01A
82 years, female, stage:iii, alive, 700 days
933.3
TCGA-FD-A43S-01A
71 years, female, white, stage:iii, alive, 455 days
932.3
TCGA-FD-A3B4-01A
55 years, female, black or african american, stage:iii, dead, 510 days
929.2
TCGA-SY-A9G5-01A
66 years, male, white, stage:iii, alive, 1186 days
925.3
TCGA-CF-A7I0-01A
54 years, male, asian, stage:ii, alive, 368 days
924.2
TCGA-XF-A8HD-01A
77 years, male, white, stage:iii, alive, 2964 days
922.7
TCGA-BT-A0S7-01A
75 years, male, white, stage:iii, dead, 200 days
921.3
TCGA-UY-A9PA-01A
48 years, male, white, stage:iii, alive, 119 days
918.5
TCGA-FD-A43Y-01A
65 years, male, white, stage:iii, dead, 474 days
912.2
TCGA-5N-A9KM-01A
73 years, female, white, stage:iii, dead, 530 days
897.0
TCGA-FT-A3EE-01A
80 years, female, white, stage:iii, dead, 99 days
895.6
TCGA-E7-A7PW-01A
63 years, male, asian, stage:iii, alive, 416 days
892.6
TCGA-FD-A5BV-01A
47 years, female, white, stage:iii, dead, 163 days
882.4
TCGA-FD-A43P-01A
74 years, male, black or african american, stage:ii, alive, 832 days
876.0
TCGA-LT-A8JT-01A
69 years, female, white, stage:ii, alive, 641 days
874.7
TCGA-FD-A43N-01A
76 years, male, white, stage:iii, alive, 230 days
869.4
TCGA-XF-A9SW-01A
85 years, male, white, stage:iv, dead, 362 days
869.2
TCGA-2F-A9KO-01A
63 years, male, white, stage:iv, dead, 734 days
868.4
TCGA-XF-A9SI-01A
73 years, female, asian, stage:ii, alive, 2423 days
867.6
TCGA-4Z-AA80-01A
73 years, male, white, stage:ii, dead, 19 days
866.9
TCGA-DK-A2I4-01A
79 years, male, white, stage:iii, alive, 4343 days
866.9
TCGA-FD-A3B8-01A
56 years, male, white, stage:ii, alive, 384 days
863.0
TCGA-DK-A2I6-01A
81 years, male, white, stage:iv, alive, 2656 days
858.3
TCGA-BT-A20Q-01A
73 years, male, white, stage:iv, dead, 593 days
858.1
TCGA-PQ-A6FN-01A
78 years, female, white, stage:iii, alive, 507 days
853.4
TCGA-E7-A541-01A
66 years, male, white, stage:ii, dead, 778 days
847.6
TCGA-GC-A3YS-01A
61 years, male, white, stage:iv, alive, 758 days
846.3
TCGA-UY-A78O-01A
74 years, female, white, stage:ii, alive, 2312 days
842.8
TCGA-GC-A3I6-01A
45 years, male, white, stage:iii, dead, 630 days
837.2
TCGA-YC-A8S6-01A
71 years, male, white, stage:ii, alive, 293 days
833.0
TCGA-DK-A3X1-01A
78 years, female, white, stage:iii, alive, 2009 days
831.7
TCGA-BT-A20T-01A
63 years, male, white, stage:iv, dead, 453 days
828.4
TCGA-DK-A6B2-01A
70 years, male, white, stage:iv, alive, 477 days
827.7
TCGA-XF-A9SX-01A
63 years, female, white, stage:iv, dead, 719 days
818.9
TCGA-FD-A43U-01A
70 years, male, white, stage:iv, alive, 636 days
818.4
TCGA-E7-A4IJ-01A
56 years, male, asian, stage:ii, dead, 674 days
810.9
TCGA-ZF-A9RC-01A
77 years, male, white, stage:iii, alive, 2868 days
809.8
TCGA-FD-A6TB-01A
82 years, male, white, stage:iii, alive, 572 days
807.1
TCGA-ZF-AA51-01A
69 years, female, white, stage:ii, alive, 1714 days
802.3
TCGA-DK-A1AF-01A
84 years, female, white, stage:iv, alive, 536 days
800.5
TCGA-XF-A9T3-01A
69 years, female, white, stage:iv, alive, 68 days
796.8
TCGA-2F-A9KT-01A
83 years, male, white, stage:ii, alive, 3314 days
794.7
TCGA-E7-A8O7-01A
52 years, male, asian, stage:ii, alive, 466 days
790.7
TCGA-ZF-A9R3-01A
53 years, female, white, stage:ii, dead, 949 days
790.5
TCGA-5N-A9KI-01A
76 years, female, white, stage:iii, dead, 76 days
788.8
TCGA-FD-A6TI-01A
73 years, male, white, stage:iv, dead, 294 days
787.9
TCGA-ZF-A9RL-01A
61 years, male, white, stage:ii, alive, 2703 days
783.7
TCGA-GC-A3RD-01A
83 years, female, white, stage:iii, alive, 428 days
783.6
TCGA-GV-A3JV-01A
66 years, male, white, stage:iv, dead, 434 days
781.0
TCGA-BT-A42F-01A
64 years, male, white, stage:iv, alive, 864 days
776.7
TCGA-R3-A69X-01A
70 years, male, white, stage:iii, alive, 433 days
775.3
TCGA-GV-A3QH-01A
67 years, male, white, stage:ii, dead, 258 days
770.0
TCGA-ZF-AA4X-01A
56 years, male, white, stage:ii, alive, 2044 days
769.7
TCGA-GU-A42P-01A
72 years, male, white, stage:iv, dead, 332 days
765.6
TCGA-CF-A8HX-01A
55 years, female, asian, stage:ii, alive, 345 days
759.8
TCGA-G2-AA3B-01A
75 years, female, white, stage:ii, alive, 2008 days
757.3
TCGA-FD-A5BZ-01A
77 years, female, white, stage:iv, dead, 835 days
749.2
TCGA-BT-A42C-01A
64 years, male, white, stage:ii, alive, 873 days
737.4
TCGA-HQ-A2OF-01A
52 years, female, stage:iii, alive, 1947 days
735.7
TCGA-KQ-A41P-01A
76 years, male, white, stage:iv, alive, 1094 days
733.5
TCGA-UY-A9PE-01A
87 years, male, white, stage:iv, alive, 189 days
733.2
TCGA-ZF-A9R5-01A
59 years, male, white, stage:iii, alive, 1090 days
730.2
TCGA-BT-A20W-01A
71 years, male, white, stage:ii, dead, 254 days
726.8
TCGA-LT-A5Z6-01A
56 years, male, white, stage:ii, alive, 474 days
724.3
TCGA-YF-AA3L-01A
47 years, female, stage:ii, alive, 364 days
718.2
TCGA-E7-A6ME-01A
75 years, male, asian, stage:ii, alive, 731 days
717.8
TCGA-E7-A85H-01A
64 years, male, asian, stage:iii, alive, 394 days
714.7
TCGA-4Z-AA87-01A
72 years, male, black or african american, stage:iii, alive, 1454 days
714.4
TCGA-G2-AA3F-01A
77 years, male, white, stage:iv, alive, 893 days
714.0
TCGA-DK-A3IQ-01A
74 years, male, white, stage:iii, dead, 539 days
712.0
TCGA-DK-A2I1-01A
73 years, female, white, stage:ii, alive, 546 days
708.2
TCGA-XF-AAMX-01A
87 years, female, black or african american, stage:iii, dead, 206 days
703.9
TCGA-UY-A8OD-01A
67 years, female, black or african american, stage:ii, alive, 3432 days
683.3
TCGA-DK-AA6X-01A
63 years, male, white, stage:ii, alive, 467 days
677.3
TCGA-UY-A78K-01A
60 years, male, white, stage:iv, dead, 536 days
676.6
TCGA-DK-A6B5-01A
45 years, male, white, stage:iv, alive, 1542 days
676.0
TCGA-GU-A42R-01A
68 years, male, white, stage:iv, dead, 577 days
672.4
TCGA-CF-A1HR-01A
62 years, male, asian, stage:iii, alive, 389 days
671.6
TCGA-XF-A9SK-01A
65 years, male, white, stage:iv, dead, 486 days
667.8
TCGA-XF-A9SV-01A
82 years, male, white, stage:iv, dead, 388 days
666.9
TCGA-FD-A62O-01A
74 years, male, white, stage:iv, dead, 216 days
663.7
TCGA-K4-A3WS-01A
66 years, male, white, stage:iii, alive, 761 days
663.1
TCGA-XF-A9SZ-01A
79 years, male, white, stage:iv, dead, 859 days
661.6
TCGA-XF-A9SL-01A
69 years, male, white, stage:iv, dead, 2020 days
657.2
TCGA-K4-A4AB-01B
76 years, male, white, stage:iii, alive, 84 days
653.4
TCGA-FJ-A3ZF-01A
73 years, male, white, stage:iii, alive, 524 days
651.9
TCGA-DK-A1AC-01A
72 years, male, white, stage:iii, alive, 3981 days
648.2
TCGA-ZF-AA4R-01A
67 years, male, white, stage:iv, dead, 1036 days
643.5
TCGA-GU-AATP-01A
74 years, male, white, stage:iv, alive, 1003 days
642.6
TCGA-4Z-AA7Q-01A
79 years, male, white, stage:iii, dead, 510 days
639.1
TCGA-MV-A51V-01A
75 years, male, white, stage:iii, alive, 410 days
637.8
TCGA-XF-AAN4-01A
77 years, female, white, stage:iii, dead, 823 days
637.0
TCGA-ZF-AA4T-01A
65 years, male, white, stage:iv, dead, 599 days
633.4
TCGA-XF-AAMR-01A
48 years, male, white, stage:iii, alive, 2790 days
625.6
TCGA-KQ-A41R-01A
80 years, female, white, stage:ii, alive, 1350 days
624.3
TCGA-DK-A3IN-01A
72 years, male, white, stage:iii, dead, 250 days
623.8
TCGA-CF-A47X-01A
60 years, male, asian, stage:ii, alive, 384 days
615.5
TCGA-ZF-AA52-01A
70 years, male, white, stage:iii, dead, 1077 days
609.6
TCGA-E5-A4TZ-01A
64 years, male, white, stage:iv, dead, 467 days
609.5
TCGA-CF-A3MI-01A
62 years, male, asian, stage:ii, alive, 370 days
608.9
TCGA-K4-A83P-01A
77 years, male, white, stage:iv, alive, 495 days
607.2
TCGA-4Z-AA7M-01A
65 years, male, white, stage:iii, alive, 495 days
602.4
TCGA-XF-AAN8-01A
74 years, female, white, stage:iii, dead, 118 days
600.8
TCGA-CF-A9FL-01A
85 years, male, asian, stage:iii, dead, 565 days
598.8
TCGA-ZF-A9RN-01A
67 years, female, white, stage:iii, dead, 615 days
598.6
TCGA-CU-A3QU-01A
58 years, male, white, stage:iv, alive, 158 days
598.1
TCGA-XF-AAMJ-01A
70 years, male, asian, stage:iii, dead, 1670 days
590.1
TCGA-K4-AAQO-01A
56 years, male, white, stage:iii, alive, 359 days
589.3
TCGA-XF-A8HF-01A
80 years, male, white, stage:iii, dead, 2954 days
584.9
TCGA-ZF-A9R7-01A
76 years, female, white, stage:ii, alive, 665 days
583.9
TCGA-ZF-A9RM-01A
70 years, male, white, stage:ii, alive, 1455 days
578.5
TCGA-XF-A9SH-01A
65 years, female, asian, stage:ii, dead, 1971 days
574.1
TCGA-ZF-A9R0-01A
82 years, male, white, stage:iii, dead, 680 days
573.4
TCGA-KQ-A41N-01A
73 years, male, black or african american, stage:iii, alive, 1604 days
564.1
TCGA-DK-AA6U-01A
64 years, male, white, stage:ii, alive, 578 days
561.5
TCGA-FD-A6TG-01A
73 years, male, white, stage:iv, dead, 93 days
560.0
TCGA-DK-AA6S-01A
60 years, male, white, stage:iii, alive, 5050 days
559.2
TCGA-XF-AAMG-01A
49 years, male, white, stage:iii, alive, 3364 days
557.6
TCGA-DK-A3IL-01A
79 years, female, white, stage:iv, dead, 413 days
554.3
TCGA-CU-A3YL-01A
67 years, male, white, stage:iii, alive, 906 days
552.5
TCGA-XF-AAME-01A
64 years, female, white, stage:ii, dead, 2828 days
549.8
TCGA-ZF-AA5P-01A
65 years, male, white, stage:iv, alive, 372 days
542.5
TCGA-DK-A6B1-01A
67 years, male, white, stage:ii, alive, 2049 days
541.2
TCGA-DK-A1AD-01A
69 years, male, white, stage:iv, alive, 3420 days
540.3
TCGA-DK-A1A3-01A
60 years, male, white, stage:iv, dead, 665 days
539.9
TCGA-DK-A3IV-01A
60 years, male, white, stage:ii, dead, 294 days
536.8
TCGA-UY-A9PD-01A
81 years, male, white, stage:iii, alive, 542 days
536.6
TCGA-G2-A3VY-01A
66 years, male, asian, stage:ii, alive, 536 days
535.5
TCGA-CU-A0YO-01A
84 years, male, white, stage:iv, dead, 149 days
525.7
TCGA-E7-A6MD-01A
66 years, male, white, stage:iv, alive, 129 days
523.7
TCGA-DK-A6B6-01A
57 years, male, white, stage:ii, alive, 1115 days
511.7
TCGA-K4-A6MB-01A
64 years, male, white, stage:iv, alive, 469 days
508.0
TCGA-BT-A20R-01A
79 years, female, white, stage:iv, dead, 154 days
507.4
TCGA-GD-A2C5-01A
53 years, female, white, stage:iv, alive, 812 days
504.4
TCGA-FD-A5C0-01A
61 years, male, white, stage:iv, dead, 550 days
497.0
TCGA-FD-A5BR-01A
57 years, male, white, stage:ii, alive, 813 days
495.2
TCGA-DK-A3IK-01A
87 years, male, white, stage:iv, dead, 146 days
485.5
TCGA-FD-A3SQ-01A
62 years, male, white, stage:iv, dead, 1423 days
482.3
TCGA-GD-A76B-01A
86 years, female, white, stage:ii, dead, 224 days
475.9
TCGA-XF-A8HC-01A
79 years, male, asian, stage:iv, dead, 200 days
474.8
TCGA-XF-AAMY-01A
78 years, male, white, stage:iii, alive, 3011 days
474.3
TCGA-XF-A8HH-01A
61 years, female, white, stage:iv, dead, 57 days
466.3
TCGA-K4-A3WU-01B
88 years, male, white, stage:iii, alive, 105 days
462.0
TCGA-KQ-A41S-01A
87 years, female, white, stage:iii, alive, 35 days
459.5
TCGA-XF-AAN0-01A
68 years, male, white, stage:iv, dead, 1718 days
456.7
TCGA-XF-A8HG-01A
69 years, male, white, stage:iii, dead, 467 days
447.8
TCGA-E7-A6MF-01A
37 years, male, asian, stage:ii, alive, 750 days
440.2
TCGA-DK-A2HX-01A
80 years, female, white, stage:iv, dead, 1420 days
429.2
TCGA-G2-A3IE-01A
52 years, male, white, stage:ii, dead, 612 days
428.6
TCGA-XF-A9SP-01A
59 years, male, white, stage:iii, dead, 454 days
420.0
TCGA-ZF-A9R9-01A
58 years, male, white, stage:iv, dead, 864 days
417.9
TCGA-GD-A3OP-01A
84 years, female, white, stage:iv, alive, 64 days
415.6
TCGA-G2-AA3D-01A
60 years, male, white, stage:iv, alive, 2139 days
406.2
TCGA-FD-A3SL-01A
60 years, male, white, stage:iv, dead, 712 days
396.2
TCGA-G2-A2EK-01A
57 years, male, white, stage:ii, alive, 485 days
383.5
TCGA-G2-A2EC-01A
58 years, female, black or african american, stage:ii, dead, 696 days
373.0
TCGA-UY-A9PF-01A
78 years, male, white, stage:iv, alive, 117 days
372.3
TCGA-SY-A9G0-01A
82 years, male, white, stage:iv, dead, 1008 days
368.0
TCGA-BL-A0C8-01A
73 years, male, white, stage:i, alive, 1219 days
366.7
TCGA-DK-A1A7-01A
67 years, female, white, stage:iv, alive, 560 days
353.0
TCGA-4Z-AA7N-01A
66 years, male, white, stage:iii, dead, 1367 days
350.7
TCGA-GD-A3OS-01A
54 years, female, white, stage:ii, alive, 638 days
348.8
TCGA-CF-A3MF-01A
34 years, male, asian, stage:iii, alive, 383 days
323.7
TCGA-FJ-A3Z7-01A
76 years, male, white, stage:iv, alive, 945 days
318.7
TCGA-DK-AA76-01A
64 years, female, white, stage:ii, alive, 366 days
308.4
TCGA-FD-A3SR-01A
68 years, male, white, stage:iv, dead, 602 days
305.7
TCGA-H4-A2HO-01A
53 years, male, white, stage:iii, alive, 46 days
297.6
TCGA-E7-A97Q-01A
60 years, female, white, stage:iv, dead, 246 days
270.6
TCGA-GV-A3JW-01A
74 years, male, white, stage:ii, alive, 649 days
207.8
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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.
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.