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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 interactive Survival Scatter plot allows for the cutoff to be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Survival analysis". Under the Survival Scatter plot the p-score landscape is shown together with the difference in median between survival time for patients who have died with respect to high and low expression. This is intended to aid the user in exploring custom cutoffs.
Individual patient data is displayed in an interactive plot 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).
SPINK1 is prognostic, high expression is favourable in urothelial cancer
Stage:
Survival analysis
Current cut off: Best expression cut offi
Based on the FPKM value of each gene, we classified the patients into two groups and examined their prognoses. In the analysis, we excluded genes with low expression, i.e., those with a median expression among samples less than FPKM 1. The prognosis of each group of patients was examined by Kaplan-Meier survival estimators, and the survival outcomes of the two groups were compared by log-rank tests. To choose the best FPKM cut-offs for grouping the patients most significantly, all FPKM values from the 20th to 80th percentiles were used to group the patients, significant differences in the survival outcomes of the groups were examined and the value yielding the lowest log-rank P value is selected.
: 0.42
Median expression: N/A
Median follow up time: 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
345.9
Number of samples
406
Samples
Sample
Description
FPKM
TCGA-DK-A6B1-01A
67 years, male, white, stage:ii, alive, 2049 days
5468.8
TCGA-E7-A519-01A
72 years, male, white, stage:ii, alive, 508 days
4875.6
TCGA-H4-A2HO-01A
53 years, male, white, stage:iii, alive, 46 days
3958.5
TCGA-G2-A2EK-01A
57 years, male, white, stage:ii, alive, 485 days
2868.6
TCGA-XF-A8HC-01A
79 years, male, asian, stage:iv, dead, 200 days
2810.8
TCGA-CF-A5U8-01A
59 years, male, asian, stage:ii, alive, 399 days
2518.3
TCGA-GU-A763-01A
72 years, male, white, stage:iii, alive, 997 days
2502.8
TCGA-CF-A47S-01A
41 years, male, asian, stage:ii, alive, 333 days
2466.6
TCGA-CF-A3MF-01A
34 years, male, asian, stage:iii, alive, 383 days
2459.6
TCGA-KQ-A41R-01A
80 years, female, white, stage:ii, alive, 1350 days
2138.1
TCGA-CF-A9FF-01A
52 years, male, asian, stage:ii, alive, 361 days
2086.6
TCGA-MV-A51V-01A
75 years, male, white, stage:iii, alive, 410 days
2000.8
TCGA-FD-A3SL-01A
60 years, male, white, stage:iv, dead, 712 days
1910.5
TCGA-XF-A9SU-01A
74 years, female, white, stage:iv, dead, 182 days
1900.6
TCGA-GV-A3JV-01A
66 years, male, white, stage:iv, dead, 434 days
1893.2
TCGA-CU-A3QU-01A
58 years, male, white, stage:iv, alive, 158 days
1618.9
TCGA-GD-A3OP-01A
84 years, female, white, stage:iv, alive, 64 days
1563.8
TCGA-GU-AATP-01A
74 years, male, white, stage:iv, alive, 1003 days
1526.6
TCGA-S5-A6DX-01A
83 years, male, white, stage:iv, dead, 56 days
1458.4
TCGA-GD-A6C6-01A
64 years, male, white, stage:iii, alive, 67 days
1456.8
TCGA-DK-A3IK-01A
87 years, male, white, stage:iv, dead, 146 days
1433.3
TCGA-E7-A6ME-01A
75 years, male, asian, stage:ii, alive, 731 days
1417.6
TCGA-GD-A2C5-01A
53 years, female, white, stage:iv, alive, 812 days
1407.9
TCGA-FJ-A3Z9-01A
72 years, male, white, dead, 385 days
1396.7
TCGA-FD-A3SJ-01A
59 years, male, white, stage:iv, dead, 739 days
1393.1
TCGA-DK-A1A7-01A
67 years, female, white, stage:iv, alive, 560 days
1357.1
TCGA-FD-A43U-01A
70 years, male, white, stage:iv, alive, 636 days
1314.5
TCGA-BL-A0C8-01A
73 years, male, white, stage:i, alive, 1219 days
1293.9
TCGA-XF-A9T0-01A
69 years, male, white, stage:iii, alive, 799 days
1292.8
TCGA-KQ-A41Q-01A
89 years, male, white, stage:iii, alive, 1429 days
1265.3
TCGA-XF-AAMZ-01A
81 years, female, white, stage:iv, dead, 1348 days
1256.7
TCGA-GV-A40G-01A
77 years, male, white, stage:ii, alive, 580 days
1249.5
TCGA-UY-A8OD-01A
67 years, female, black or african american, stage:ii, alive, 3432 days
1213.3
TCGA-E7-A8O8-01A
59 years, male, asian, stage:ii, alive, 13 days
1158.0
TCGA-DK-A6B6-01A
57 years, male, white, stage:ii, alive, 1115 days
1155.8
TCGA-G2-AA3B-01A
75 years, female, white, stage:ii, alive, 2008 days
1138.0
TCGA-UY-A9PD-01A
81 years, male, white, stage:iii, alive, 542 days
1132.7
TCGA-GD-A76B-01A
86 years, female, white, stage:ii, dead, 224 days
1108.0
TCGA-GV-A3QK-01B
56 years, female, white, stage:iv, alive, 832 days
1089.5
TCGA-CU-A0YR-01A
84 years, male, white, stage:iv, dead, 460 days
1079.3
TCGA-DK-AA6P-01A
72 years, female, white, stage:ii, alive, 457 days
1064.6
TCGA-UY-A9PE-01A
87 years, male, white, stage:iv, alive, 189 days
1021.8
TCGA-GV-A6ZA-01A
54 years, male, white, stage:ii, alive, 691 days
1006.7
TCGA-5N-A9KM-01A
73 years, female, white, stage:iii, dead, 530 days
1005.4
TCGA-LT-A8JT-01A
69 years, female, white, stage:ii, alive, 641 days
982.8
TCGA-E7-A5KF-01A
67 years, male, asian, stage:ii, alive, 20 days
977.3
TCGA-FD-A43S-01A
71 years, female, white, stage:iii, alive, 455 days
973.1
TCGA-XF-A8HF-01A
80 years, male, white, stage:iii, dead, 2954 days
961.0
TCGA-FD-A3NA-01A
60 years, male, white, stage:ii, alive, 1845 days
931.4
TCGA-E7-A4XJ-01A
66 years, male, asian, stage:ii, dead, 68 days
930.7
TCGA-ZF-A9R5-01A
59 years, male, white, stage:iii, alive, 1090 days
930.1
TCGA-FD-A43X-01A
84 years, male, white, stage:ii, alive, 110 days
923.4
TCGA-CF-A7I0-01A
54 years, male, asian, stage:ii, alive, 368 days
920.3
TCGA-DK-AA6U-01A
64 years, male, white, stage:ii, alive, 578 days
918.4
TCGA-CF-A47W-01A
42 years, male, asian, stage:ii, alive, 368 days
893.5
TCGA-UY-A78O-01A
74 years, female, white, stage:ii, alive, 2312 days
892.7
TCGA-BT-A20W-01A
71 years, male, white, stage:ii, dead, 254 days
888.2
TCGA-G2-A2EC-01A
58 years, female, black or african american, stage:ii, dead, 696 days
883.6
TCGA-BT-A2LB-01A
73 years, female, white, stage:iii, dead, 492 days
880.7
TCGA-E7-A7DU-01A
73 years, male, white, stage:iii, alive, 28 days
845.4
TCGA-XF-AAN1-01A
75 years, female, stage:iii, dead, 941 days
831.9
TCGA-XF-A9SP-01A
59 years, male, white, stage:iii, dead, 454 days
831.5
TCGA-CF-A9FM-01A
50 years, male, asian, stage:i, alive, 398 days
821.3
TCGA-E7-A4IJ-01A
56 years, male, asian, stage:ii, dead, 674 days
818.4
TCGA-XF-A9SH-01A
65 years, female, asian, stage:ii, dead, 1971 days
796.3
TCGA-E7-A8O7-01A
52 years, male, asian, stage:ii, alive, 466 days
789.2
TCGA-ZF-AA4X-01A
56 years, male, white, stage:ii, alive, 2044 days
785.0
TCGA-ZF-A9RM-01A
70 years, male, white, stage:ii, alive, 1455 days
767.0
TCGA-K4-AAQO-01A
56 years, male, white, stage:iii, alive, 359 days
758.8
TCGA-FD-A5BZ-01A
77 years, female, white, stage:iv, dead, 835 days
754.6
TCGA-4Z-AA89-01A
61 years, male, white, stage:iv, alive, 902 days
744.2
TCGA-4Z-AA80-01A
73 years, male, white, stage:ii, dead, 19 days
744.2
TCGA-CF-A47Y-01A
55 years, male, asian, stage:ii, alive, 373 days
741.1
TCGA-KQ-A41N-01A
73 years, male, black or african american, stage:iii, alive, 1604 days
737.5
TCGA-DK-A1AD-01A
69 years, male, white, stage:iv, alive, 3420 days
735.5
TCGA-ZF-A9R4-01A
83 years, male, white, stage:ii, alive, 921 days
727.0
TCGA-CF-A47V-01A
52 years, male, asian, stage:ii, alive, 379 days
715.1
TCGA-FJ-A3Z7-01A
76 years, male, white, stage:iv, alive, 945 days
707.8
TCGA-KQ-A41P-01A
76 years, male, white, stage:iv, alive, 1094 days
706.3
TCGA-2F-A9KW-01A
67 years, female, white, stage:iii, dead, 254 days
687.5
TCGA-XF-A9SK-01A
65 years, male, white, stage:iv, dead, 486 days
679.9
TCGA-CU-A3YL-01A
67 years, male, white, stage:iii, alive, 906 days
677.7
TCGA-E7-A97Q-01A
60 years, female, white, stage:iv, dead, 246 days
659.3
TCGA-G2-A3IE-01A
52 years, male, white, stage:ii, dead, 612 days
642.5
TCGA-DK-A3IV-01A
60 years, male, white, stage:ii, dead, 294 days
640.5
TCGA-FD-A5BV-01A
47 years, female, white, stage:iii, dead, 163 days
631.1
TCGA-GV-A3QH-01A
67 years, male, white, stage:ii, dead, 258 days
615.7
TCGA-KQ-A41O-01A
84 years, male, stage:iv, alive, 1538 days
605.2
TCGA-ZF-A9R3-01A
53 years, female, white, stage:ii, dead, 949 days
586.0
TCGA-DK-A6B0-01A
61 years, male, white, stage:ii, alive, 2330 days
576.4
TCGA-XF-A9SL-01A
69 years, male, white, stage:iv, dead, 2020 days
563.4
TCGA-YC-A8S6-01A
71 years, male, white, stage:ii, alive, 293 days
560.9
TCGA-UY-A9PF-01A
78 years, male, white, stage:iv, alive, 117 days
552.1
TCGA-E5-A4U1-01A
72 years, male, stage:ii, alive, 1181 days
538.7
TCGA-DK-A2I1-01A
73 years, female, white, stage:ii, alive, 546 days
536.5
TCGA-2F-A9KQ-01A
69 years, male, white, stage:iii, alive, 2886 days
526.6
TCGA-FD-A43N-01A
76 years, male, white, stage:iii, alive, 230 days
522.1
TCGA-YF-AA3L-01A
47 years, female, stage:ii, alive, 364 days
506.8
TCGA-XF-A9SW-01A
85 years, male, white, stage:iv, dead, 362 days
484.3
TCGA-FJ-A3ZF-01A
73 years, male, white, stage:iii, alive, 524 days
482.0
TCGA-GV-A3JW-01A
74 years, male, white, stage:ii, alive, 649 days
470.7
TCGA-DK-A1AG-01A
66 years, male, white, stage:iii, alive, 475 days
463.1
TCGA-G2-A3VY-01A
66 years, male, asian, stage:ii, alive, 536 days
455.5
TCGA-K4-A6MB-01A
64 years, male, white, stage:iv, alive, 469 days
429.2
TCGA-DK-A1AF-01A
84 years, female, white, stage:iv, alive, 536 days
421.0
TCGA-FD-A62O-01A
74 years, male, white, stage:iv, dead, 216 days
420.0
TCGA-UY-A9PH-01A
73 years, male, white, stage:ii, alive, 1561 days
408.2
TCGA-XF-A8HI-01A
57 years, female, white, stage:iv, dead, 544 days
404.4
TCGA-XF-AAMY-01A
78 years, male, white, stage:iii, alive, 3011 days
399.5
TCGA-GC-A6I3-01A
90 years, female, black or african american, stage:iv, alive, 423 days
398.7
TCGA-GV-A3QF-01A
79 years, male, white, stage:iv, dead, 617 days
397.1
TCGA-CF-A8HX-01A
55 years, female, asian, stage:ii, alive, 345 days
383.2
TCGA-DK-A6AW-01A
70 years, male, white, stage:ii, alive, 1621 days
381.5
TCGA-K4-A3WS-01A
66 years, male, white, stage:iii, alive, 761 days
378.5
TCGA-FD-A43P-01A
74 years, male, black or african american, stage:ii, alive, 832 days
362.1
TCGA-ZF-A9R0-01A
82 years, male, white, stage:iii, dead, 680 days
362.1
TCGA-GU-A42P-01A
72 years, male, white, stage:iv, dead, 332 days
351.0
TCGA-E7-A7PW-01A
63 years, male, asian, stage:iii, alive, 416 days
332.9
TCGA-K4-A3WU-01B
88 years, male, white, stage:iii, alive, 105 days
317.8
TCGA-DK-AA76-01A
64 years, female, white, stage:ii, alive, 366 days
314.7
TCGA-DK-A1AC-01A
72 years, male, white, stage:iii, alive, 3981 days
312.7
TCGA-CF-A3MI-01A
62 years, male, asian, stage:ii, alive, 370 days
302.4
TCGA-G2-AA3F-01A
77 years, male, white, stage:iv, alive, 893 days
295.2
TCGA-LT-A5Z6-01A
56 years, male, white, stage:ii, alive, 474 days
294.0
TCGA-4Z-AA83-01A
52 years, male, white, stage:ii, alive, 2024 days
288.4
TCGA-FD-A3SQ-01A
62 years, male, white, stage:iv, dead, 1423 days
283.0
TCGA-ZF-AA5P-01A
65 years, male, white, stage:iv, alive, 372 days
273.0
TCGA-XF-AAMG-01A
49 years, male, white, stage:iii, alive, 3364 days
271.6
TCGA-XF-A8HG-01A
69 years, male, white, stage:iii, dead, 467 days
270.7
TCGA-ZF-A9R9-01A
58 years, male, white, stage:iv, dead, 864 days
264.8
TCGA-XF-AAMX-01A
87 years, female, black or african american, stage:iii, dead, 206 days
257.9
TCGA-UY-A9PA-01A
48 years, male, white, stage:iii, alive, 119 days
254.7
TCGA-ZF-AA51-01A
69 years, female, white, stage:ii, alive, 1714 days
253.4
TCGA-DK-AA77-01A
61 years, male, white, stage:ii, alive, 618 days
252.7
TCGA-CU-A5W6-01A
70 years, male, white, stage:iii, dead, 56 days
246.5
TCGA-ZF-A9RC-01A
77 years, male, white, stage:iii, alive, 2868 days
241.4
TCGA-CF-A47X-01A
60 years, male, asian, stage:ii, alive, 384 days
240.3
TCGA-XF-AAML-01A
75 years, male, white, stage:ii, dead, 232 days
237.4
TCGA-E7-A85H-01A
64 years, male, asian, stage:iii, alive, 394 days
232.1
TCGA-ZF-A9RL-01A
61 years, male, white, stage:ii, alive, 2703 days
229.8
TCGA-K4-A6FZ-01A
75 years, female, white, stage:iii, alive, 55 days
224.0
TCGA-FD-A6TA-01A
58 years, male, white, stage:iv, alive, 1912 days
212.0
TCGA-XF-A9SV-01A
82 years, male, white, stage:iv, dead, 388 days
211.6
TCGA-CU-A0YO-01A
84 years, male, white, stage:iv, dead, 149 days
211.3
TCGA-DK-A3IT-01A
62 years, male, white, stage:iii, alive, 648 days
207.8
TCGA-R3-A69X-01A
70 years, male, white, stage:iii, alive, 433 days
198.9
TCGA-HQ-A2OE-01A
male, alive, 1174 days
194.2
TCGA-CF-A9FL-01A
85 years, male, asian, stage:iii, dead, 565 days
194.0
TCGA-5N-A9KI-01A
76 years, female, white, stage:iii, dead, 76 days
193.3
TCGA-GV-A3QI-01A
47 years, male, white, stage:iii, alive, 1110 days
190.9
TCGA-ZF-AA56-01A
79 years, female, white, stage:iii, dead, 259 days
190.5
TCGA-DK-A2HX-01A
80 years, female, white, stage:iv, dead, 1420 days
172.4
TCGA-E7-A678-01A
55 years, male, asian, stage:iii, alive, 798 days
167.4
TCGA-FD-A6TI-01A
73 years, male, white, stage:iv, dead, 294 days
153.3
TCGA-GV-A3JZ-01A
55 years, male, white, stage:iv, alive, 603 days
148.4
TCGA-DK-A3IN-01A
72 years, male, white, stage:iii, dead, 250 days
142.9
TCGA-GU-A767-01A
81 years, male, white, stage:iv, dead, 144 days
140.7
TCGA-GC-A4ZW-01A
71 years, male, white, stage:iii, alive, 15 days
136.4
TCGA-G2-A2EO-01A
69 years, male, white, stage:iii, dead, 1804 days
127.0
TCGA-2F-A9KP-01A
66 years, male, white, stage:iv, dead, 364 days
120.5
TCGA-DK-AA6T-01A
63 years, male, white, stage:ii, alive, 572 days
117.9
TCGA-2F-A9KO-01A
63 years, male, white, stage:iv, dead, 734 days
115.6
TCGA-XF-AAMJ-01A
70 years, male, asian, stage:iii, dead, 1670 days
113.9
TCGA-4Z-AA7M-01A
65 years, male, white, stage:iii, alive, 495 days
111.4
TCGA-DK-AA6X-01A
63 years, male, white, stage:ii, alive, 467 days
110.0
TCGA-FD-A5BR-01A
57 years, male, white, stage:ii, alive, 813 days
108.7
TCGA-XF-A8HH-01A
61 years, female, white, stage:iv, dead, 57 days
101.5
TCGA-DK-A3X1-01A
78 years, female, white, stage:iii, alive, 2009 days
100.2
TCGA-DK-A1AA-01A
57 years, male, white, stage:iii, alive, 578 days
99.9
TCGA-YC-A89H-01A
78 years, female, white, stage:ii, alive, 573 days
96.2
TCGA-BT-A42C-01A
64 years, male, white, stage:ii, alive, 873 days
94.3
TCGA-K4-A4AB-01B
76 years, male, white, stage:iii, alive, 84 days
87.2
TCGA-DK-AA75-01A
82 years, male, white, stage:iii, dead, 340 days
85.4
TCGA-ZF-AA5N-01A
62 years, female, white, stage:iv, dead, 168 days
78.8
TCGA-E7-A5KE-01A
78 years, female, asian, stage:ii, alive, 17 days
73.5
TCGA-HQ-A5NE-01A
56 years, male, stage:iii, dead, 370 days
70.9
TCGA-E7-A677-01A
81 years, male, asian, stage:ii, alive, 820 days
69.9
TCGA-E7-A6MD-01A
66 years, male, white, stage:iv, alive, 129 days
69.1
TCGA-BL-A13J-01A
65 years, male, white, stage:iv, dead, 81 days
63.1
TCGA-4Z-AA7S-01A
66 years, male, black or african american, stage:iii, dead, 1064 days
60.3
TCGA-XF-A9SJ-01A
83 years, male, white, stage:iv, dead, 98 days
59.5
TCGA-UY-A78M-01A
81 years, female, asian, stage:iv, dead, 690 days
58.2
TCGA-CF-A1HR-01A
62 years, male, asian, stage:iii, alive, 389 days
56.2
TCGA-G2-AA3D-01A
60 years, male, white, stage:iv, alive, 2139 days
55.1
TCGA-E7-A3Y1-01A
57 years, male, white, stage:ii, alive, 163 days
53.1
TCGA-FT-A3EE-01A
80 years, female, white, stage:iii, dead, 99 days
52.8
TCGA-SY-A9G0-01A
82 years, male, white, stage:iv, dead, 1008 days
49.9
TCGA-ZF-AA52-01A
70 years, male, white, stage:iii, dead, 1077 days
49.8
TCGA-K4-A83P-01A
77 years, male, white, stage:iv, alive, 495 days
48.4
TCGA-4Z-AA7N-01A
66 years, male, white, stage:iii, dead, 1367 days
46.0
TCGA-UY-A78N-01A
79 years, male, white, stage:iv, dead, 2641 days
45.0
TCGA-GD-A3OQ-01A
48 years, male, white, stage:iv, alive, 95 days
44.3
TCGA-CF-A1HS-01A
75 years, female, asian, stage:iii, alive, 382 days
43.0
TCGA-UY-A78K-01A
60 years, male, white, stage:iv, dead, 536 days
42.8
TCGA-ZF-A9R1-01A
81 years, male, white, stage:iv, alive, 773 days
42.6
TCGA-PQ-A6FN-01A
78 years, female, white, stage:iii, alive, 507 days
41.9
TCGA-FD-A6TB-01A
82 years, male, white, stage:iii, alive, 572 days
40.8
TCGA-XF-AAMH-01A
80 years, male, white, stage:iv, dead, 344 days
34.2
TCGA-GC-A3RD-01A
83 years, female, white, stage:iii, alive, 428 days
33.7
TCGA-BT-A20V-01A
59 years, female, black or african american, stage:iv, dead, 154 days
30.2
TCGA-C4-A0F6-01A
82 years, female, stage:iii, alive, 700 days
29.9
TCGA-BT-A20R-01A
79 years, female, white, stage:iv, dead, 154 days
28.1
TCGA-GC-A3OO-01A
79 years, male, white, stage:ii, alive, 481 days
27.0
TCGA-CF-A47T-01A
58 years, female, asian, stage:ii, dead, 385 days
27.0
TCGA-GV-A3JX-01A
59 years, male, white, stage:iii, alive, 581 days
26.9
TCGA-FJ-A871-01A
49 years, male, white, stage:iii, dead, 272 days
26.5
TCGA-FD-A5BS-01A
68 years, male, white, stage:iii, alive, 1639 days
23.5
TCGA-BT-A3PH-01A
76 years, male, white, stage:iv, dead, 142 days
23.1
TCGA-DK-A2I4-01A
79 years, male, white, stage:iii, alive, 4343 days
22.2
TCGA-4Z-AA7R-01A
73 years, male, black or african american, stage:iv, dead, 522 days
21.3
TCGA-ZF-A9R7-01A
76 years, female, white, stage:ii, alive, 665 days
20.9
TCGA-4Z-AA7O-01A
64 years, male, black or african american, stage:ii, alive, 512 days
16.4
TCGA-HQ-A2OF-01A
52 years, female, stage:iii, alive, 1947 days
15.9
TCGA-CF-A3MG-01A
48 years, male, asian, stage:ii, alive, 369 days
15.2
TCGA-GV-A40E-01A
75 years, male, white, stage:ii, dead, 261 days
15.0
TCGA-ZF-AA4R-01A
67 years, male, white, stage:iv, dead, 1036 days
14.6
TCGA-E7-A541-01A
66 years, male, white, stage:ii, dead, 778 days
14.5
TCGA-DK-A1A3-01A
60 years, male, white, stage:iv, dead, 665 days
14.2
TCGA-2F-A9KR-01A
59 years, female, stage:iii, dead, 3183 days
14.1
TCGA-KQ-A41S-01A
87 years, female, white, stage:iii, alive, 35 days
13.9
TCGA-BT-A20P-01A
81 years, female, white, stage:iii, dead, 544 days
13.5
TCGA-4Z-AA87-01A
72 years, male, black or african american, stage:iii, alive, 1454 days
13.4
TCGA-XF-AAME-01A
64 years, female, white, stage:ii, dead, 2828 days
12.2
TCGA-DK-A3IS-01A
68 years, male, white, stage:ii, alive, 1529 days
11.1
TCGA-ZF-AA4T-01A
65 years, male, white, stage:iv, dead, 599 days
10.6
TCGA-BL-A5ZZ-01A
80 years, female, white, stage:iii, alive, 377 days
9.2
TCGA-DK-A6B2-01A
70 years, male, white, stage:iv, alive, 477 days
9.0
TCGA-CU-A0YN-01A
60 years, male, white, stage:iii, dead, 393 days
8.4
TCGA-ZF-AA4W-01A
56 years, male, white, stage:iii, alive, 1830 days
8.0
TCGA-FD-A5BX-01A
82 years, male, white, stage:iv, dead, 173 days
7.8
TCGA-FD-A3N6-01A
43 years, female, black or african american, stage:ii, alive, 851 days
7.7
TCGA-H4-A2HQ-01A
64 years, female, black or african american, stage:iv, alive, 590 days
7.2
TCGA-ZF-A9R2-01A
75 years, male, white, stage:ii, alive, 642 days
7.2
TCGA-XF-AAMR-01A
48 years, male, white, stage:iii, alive, 2790 days
7.2
TCGA-BT-A20Q-01A
73 years, male, white, stage:iv, dead, 593 days
7.1
TCGA-CF-A5UA-01A
67 years, male, asian, stage:ii, alive, 365 days
6.9
TCGA-CF-A8HY-01A
59 years, male, asian, stage:ii, alive, 345 days
6.7
TCGA-K4-A54R-01A
59 years, male, white, stage:ii, alive, 842 days
6.5
TCGA-E7-A6MF-01A
37 years, male, asian, stage:ii, alive, 750 days
6.4
TCGA-BT-A20N-01A
72 years, male, stage:iii, dead, 795 days
6.2
TCGA-XF-A8HD-01A
77 years, male, white, stage:iii, alive, 2964 days
5.9
TCGA-YF-AA3M-01A
57 years, male, stage:ii, alive, 415 days
5.7
TCGA-XF-AAMW-01A
79 years, female, white, stage:iv, dead, 253 days
5.5
TCGA-XF-A8HB-01A
50 years, female, stage:ii, alive, 1370 days
5.3
TCGA-FD-A6TE-01A
54 years, male, white, stage:iv, alive, 376 days
5.3
TCGA-DK-A6AV-01A
82 years, female, asian, stage:ii, alive, 1952 days
5.2
TCGA-E7-A7DV-01A
44 years, male, white, stage:iv, alive, 37 days
4.9
TCGA-FT-A61P-01A
76 years, male, white, stage:iv, alive, 337 days
4.8
TCGA-XF-AAN0-01A
68 years, male, white, stage:iv, dead, 1718 days
4.7
TCGA-GU-A42R-01A
68 years, male, white, stage:iv, dead, 577 days
4.6
TCGA-XF-A9ST-01A
68 years, male, white, stage:iii, dead, 128 days
4.4
TCGA-XF-AAMQ-01A
59 years, female, white, stage:ii, alive, 2177 days
4.4
TCGA-UY-A78P-01A
78 years, female, white, stage:ii, alive, 2380 days
4.3
TCGA-ZF-AA53-01A
60 years, male, white, stage:ii, alive, 1761 days
4.1
TCGA-GC-A3RB-01A
54 years, male, white, stage:iii, alive, 582 days
4.1
TCGA-XF-AAN2-01A
73 years, male, white, stage:ii, dead, 1869 days
4.1
TCGA-CU-A72E-01A
76 years, male, white, stage:iv, dead, 413 days
4.0
TCGA-G2-A2EJ-01A
56 years, female, white, stage:ii, alive, 1460 days
3.7
TCGA-DK-AA71-01A
71 years, male, white, stage:ii, alive, 415 days
3.5
TCGA-CF-A3MH-01A
75 years, male, asian, stage:ii, alive, 398 days
3.5
TCGA-FD-A3SS-01A
66 years, male, white, stage:iv, dead, 391 days
3.1
TCGA-XF-A9T2-01A
54 years, male, white, stage:iii, dead, 575 days
3.0
TCGA-DK-AA6L-01A
48 years, male, white, stage:iv, dead, 1163 days
3.0
TCGA-CF-A27C-01A
52 years, male, asian, stage:iii, alive, 425 days
2.8
TCGA-S5-AA26-01A
46 years, male, black or african american, stage:iii, alive, 503 days
2.7
TCGA-ZF-A9RE-01A
78 years, female, white, stage:ii, dead, 106 days
2.6
TCGA-4Z-AA81-01A
80 years, male, white, stage:ii, dead, 1270 days
2.6
TCGA-UY-A8OB-01A
64 years, male, white, stage:iv, alive, 2109 days
2.6
TCGA-XF-A9T4-01A
48 years, male, white, stage:iv, dead, 495 days
2.4
TCGA-4Z-AA7Y-01A
60 years, male, white, stage:ii, alive, 1522 days
2.4
TCGA-ZF-AA4U-01A
70 years, male, white, stage:iii, dead, 262 days
2.3
TCGA-4Z-AA86-01A
67 years, male, black or african american, stage:iv, dead, 311 days
2.1
TCGA-DK-AA6Q-01A
61 years, female, white, stage:iv, dead, 413 days
2.1
TCGA-4Z-AA84-01A
61 years, male, white, stage:iv, alive, 460 days
2.0
TCGA-C4-A0F1-01A
71 years, male, stage:iii, alive, 89 days
2.0
TCGA-FD-A3SN-01A
79 years, male, white, stage:iii, alive, 887 days
1.8
TCGA-DK-A3IL-01A
79 years, female, white, stage:iv, dead, 413 days
1.8
TCGA-ZF-AA54-01A
71 years, male, white, stage:iii, dead, 590 days
1.7
TCGA-XF-A9T6-01A
88 years, female, white, stage:iii, alive, 64 days
1.6
TCGA-GC-A3I6-01A
45 years, male, white, stage:iii, dead, 630 days
1.6
TCGA-ZF-A9RN-01A
67 years, female, white, stage:iii, dead, 615 days
1.6
TCGA-DK-A1A6-01A
53 years, male, white, stage:iv, alive, 2020 days
1.5
TCGA-K4-A4AC-01A
83 years, male, white, stage:ii, dead, 278 days
1.5
TCGA-DK-A3X2-01A
85 years, male, white, stage:iv, dead, 547 days
1.5
TCGA-FD-A3SR-01A
68 years, male, white, stage:iv, dead, 602 days
1.3
TCGA-DK-A3IQ-01A
74 years, male, white, stage:iii, dead, 539 days
1.3
TCGA-FD-A5BT-01A
84 years, male, white, stage:iii, dead, 328 days
1.3
TCGA-XF-A9SI-01A
73 years, female, asian, stage:ii, alive, 2423 days
1.3
TCGA-4Z-AA7W-01A
55 years, male, white, stage:ii, alive, 840 days
1.2
TCGA-CU-A3KJ-01A
75 years, male, white, stage:iii, alive, 562 days
1.2
TCGA-UY-A9PB-01A
49 years, male, white, stage:iii, alive, 899 days
1.0
TCGA-ZF-AA4V-01A
66 years, male, white, stage:iii, alive, 1806 days
1.0
TCGA-DK-AA74-01A
75 years, male, white, stage:iii, alive, 1708 days
1.0
TCGA-BT-A20X-01A
56 years, male, white, stage:iv, dead, 251 days
1.0
TCGA-ZF-A9RF-01A
74 years, male, white, stage:ii, alive, 1949 days
1.0
TCGA-GD-A3OS-01A
54 years, female, white, stage:ii, alive, 638 days
0.9
TCGA-BT-A3PK-01A
80 years, male, white, stage:ii, dead, 303 days
0.9
TCGA-FD-A6TC-01A
79 years, female, white, stage:iii, alive, 187 days
0.9
TCGA-FJ-A3ZE-01A
65 years, male, white, stage:iv, dead, 324 days
0.9
TCGA-2F-A9KT-01A
83 years, male, white, stage:ii, alive, 3314 days
0.8
TCGA-BT-A2LA-01A
54 years, male, white, stage:iii, alive, 522 days
0.8
TCGA-GC-A3BM-01A
70 years, male, white, stage:ii, dead, 651 days
0.8
TCGA-FD-A3B5-01A
86 years, male, black or african american, stage:iv, dead, 272 days
0.8
TCGA-DK-AA6S-01A
60 years, male, white, stage:iii, alive, 5050 days
0.7
TCGA-G2-A3IB-01A
66 years, male, black or african american, stage:ii, dead, 220 days
0.7
TCGA-XF-A9T5-01A
78 years, female, white, stage:iv, alive, 2027 days
0.7
TCGA-FD-A3SM-01A
70 years, male, white, stage:iv, dead, 547 days
0.7
TCGA-GC-A6I1-01A
90 years, female, white, stage:ii, dead, 272 days
0.6
TCGA-GC-A3YS-01A
61 years, male, white, stage:iv, alive, 758 days
0.6
TCGA-DK-AA6M-01A
64 years, female, white, stage:ii, alive, 1582 days
0.6
TCGA-XF-A9T3-01A
69 years, female, white, stage:iv, alive, 68 days
0.6
TCGA-XF-AAN5-01A
61 years, female, white, stage:iii, alive, 2293 days
0.5
TCGA-4Z-AA82-01A
59 years, male, black or african american, stage:iv, dead, 1556 days
0.5
TCGA-LC-A66R-01A
78 years, male, white, stage:iv, alive, 466 days
0.5
TCGA-ZF-AA5H-01A
60 years, female, white, stage:iv, alive, 897 days
0.5
TCGA-FD-A6TF-01A
80 years, female, white, stage:iv, dead, 69 days
0.5
TCGA-XF-A9SM-01A
76 years, male, white, stage:iii, alive, 1048 days
0.5
TCGA-BT-A20T-01A
63 years, male, white, stage:iv, dead, 453 days
0.5
TCGA-DK-A3WW-01A
57 years, male, white, stage:iii, alive, 633 days
0.4
TCGA-XF-AAN3-01A
76 years, male, white, stage:iv, alive, 2625 days
0.4
TCGA-4Z-AA7Q-01A
79 years, male, white, stage:iii, dead, 510 days
0.4
TCGA-UY-A78L-01A
62 years, male, white, stage:iv, alive, 1127 days
0.4
TCGA-XF-A9SZ-01A
79 years, male, white, stage:iv, dead, 859 days
0.4
TCGA-YC-A9TC-01A
72 years, male, white, stage:iv, dead, 20 days
0.4
TCGA-XF-A8HE-01A
47 years, male, white, stage:iii, alive, 3817 days
0.4
TCGA-GU-A766-01A
62 years, male, white, stage:ii, alive, 480 days
0.4
TCGA-XF-AAN8-01A
74 years, female, white, stage:iii, dead, 118 days
0.4
TCGA-BT-A0YX-01A
70 years, female, white, stage:iii, dead, 400 days
0.4
TCGA-DK-AA6W-01A
79 years, male, white, stage:ii, dead, 415 days
0.4
TCGA-FD-A6TK-01A
60 years, male, white, stage:iii, alive, 330 days
0.4
TCGA-DK-A1AB-01A
74 years, female, white, stage:iv, dead, 508 days
0.4
TCGA-FD-A43Y-01A
65 years, male, white, stage:iii, dead, 474 days
0.4
TCGA-GU-A764-01A
66 years, male, white, stage:ii, alive, 610 days
0.3
TCGA-UY-A8OC-01A
90 years, male, white, stage:iv, dead, 92 days
0.3
TCGA-FD-A3SP-01A
60 years, male, white, stage:iii, alive, 783 days
0.3
TCGA-ZF-AA58-01A
61 years, female, white, stage:iv, alive, 1649 days
0.3
TCGA-XF-AAN4-01A
77 years, female, white, stage:iii, dead, 823 days
0.3
TCGA-FD-A6TD-01A
77 years, male, white, stage:iii, dead, 386 days
0.3
TCGA-E7-A97P-01A
73 years, male, asian, stage:ii, dead, 437 days
0.3
TCGA-DK-A1AE-01A
84 years, male, white, stage:iii, alive, 491 days
0.3
TCGA-GU-AATQ-01A
69 years, male, white, stage:iii, dead, 213 days
0.3
TCGA-FD-A3SO-01A
68 years, male, white, stage:iv, dead, 168 days
0.3
TCGA-GC-A3WC-01A
80 years, female, white, stage:iii, alive, 540 days
0.3
TCGA-FD-A3B3-01A
74 years, female, white, stage:iii, dead, 974 days
0.3
TCGA-XF-A9SY-01A
60 years, female, white, stage:iv, alive, 640 days
0.2
TCGA-G2-A2ES-01A
85 years, male, white, stage:ii, dead, 1004 days
0.2
TCGA-E5-A2PC-01A
61 years, female, white, stage:iv, alive, 1326 days
0.2
TCGA-DK-A3WX-01A
67 years, female, white, stage:iii, dead, 321 days
0.2
TCGA-C4-A0EZ-01A
69 years, female, stage:iv, dead, 273 days
0.2
TCGA-XF-AAMT-01A
75 years, female, white, stage:iv, dead, 90 days
0.2
TCGA-BT-A20U-01A
70 years, female, white, stage:iii, dead, 455 days
0.2
TCGA-E7-A7XN-01A
67 years, male, asian, stage:iii, alive, 428 days
0.2
TCGA-K4-A3WV-01A
77 years, female, white, stage:ii, alive, 646 days
0.2
TCGA-HQ-A5ND-01A
78 years, male, stage:iv, dead, 274 days
0.2
TCGA-FD-A3B6-01A
75 years, male, white, stage:ii, dead, 1005 days
0.2
TCGA-FD-A5C1-01A
61 years, female, white, stage:iii, alive, 1792 days
0.2
TCGA-SY-A9G5-01A
66 years, male, white, stage:iii, alive, 1186 days
0.2
TCGA-DK-A3IM-01A
77 years, male, white, stage:iii, dead, 248 days
0.2
TCGA-DK-A3IU-01A
58 years, male, white, stage:ii, dead, 706 days
0.2
TCGA-GU-A42Q-01A
67 years, male, white, stage:iii, dead, 344 days
0.2
TCGA-BL-A13I-01A
57 years, female, white, stage:iii, dead, 223 days
0.2
TCGA-PQ-A6FI-01A
70 years, male, white, stage:ii, alive, 372 days
0.2
TCGA-BL-A3JM-01A
63 years, male, white, stage:iii, dead, 205 days
0.2
TCGA-DK-A1A5-01A
79 years, male, white, stage:ii, dead, 65 days
0.1
TCGA-BT-A42E-01A
74 years, male, white, stage:iii, alive, 1108 days
0.1
TCGA-E5-A4TZ-01A
64 years, male, white, stage:iv, dead, 467 days
0.1
TCGA-FD-A5BU-01A
76 years, female, black or african american, stage:ii, alive, 588 days
0.1
TCGA-FD-A5BY-01A
63 years, female, white, stage:iii, alive, 251 days
0.1
TCGA-G2-A2EL-01A
77 years, male, white, stage:ii, dead, 819 days
0.1
TCGA-BT-A42F-01A
64 years, male, white, stage:iv, alive, 864 days
0.1
TCGA-GC-A3RC-01A
59 years, male, white, stage:ii, alive, 484 days
0.1
TCGA-G2-A2EF-01A
50 years, male, white, stage:ii, alive, 1884 days
0.1
TCGA-C4-A0F7-01A
77 years, male, stage:iv, dead, 62 days
0.1
TCGA-C4-A0F0-01A
60 years, male, stage:ii, alive, 59 days
0.1
TCGA-FD-A5C0-01A
61 years, male, white, stage:iv, dead, 550 days
0.1
TCGA-XF-A9SX-01A
63 years, female, white, stage:iv, dead, 719 days
0.1
TCGA-DK-A2I6-01A
81 years, male, white, stage:iv, alive, 2656 days
0.1
TCGA-ZF-A9RD-01A
75 years, female, white, stage:iv, dead, 408 days
0.1
TCGA-BT-A20J-01A
75 years, male, white, stage:ii, dead, 579 days
0.1
TCGA-FD-A6TH-01A
63 years, male, white, stage:iv, dead, 131 days
0.1
TCGA-FD-A3B7-01A
66 years, male, black or african american, stage:iii, dead, 122 days
0.1
TCGA-DK-A6B5-01A
45 years, male, white, stage:iv, alive, 1542 days
0.1
TCGA-FD-A6TG-01A
73 years, male, white, stage:iv, dead, 93 days
0.1
TCGA-XF-A9T8-01A
64 years, male, white, stage:iii, dead, 418 days
0.1
TCGA-DK-A2I2-01A
63 years, female, white, stage:iv, dead, 237 days
0.1
TCGA-FD-A3B4-01A
55 years, female, black or african american, stage:iii, dead, 510 days
0.1
TCGA-DK-AA6R-01A
69 years, male, white, stage:iv, alive, 5041 days
0.1
TCGA-G2-AA3C-01A
66 years, male, white, stage:iv, dead, 211 days
0.1
TCGA-FD-A3B8-01A
56 years, male, white, stage:ii, alive, 384 days
0.1
TCGA-E7-A3X6-01A
70 years, male, white, stage:ii, dead, 904 days
0.1
TCGA-BT-A2LD-01A
78 years, female, white, stage:iv, dead, 623 days
0.1
TCGA-DK-A3WY-01A
67 years, female, white, stage:iii, alive, 4967 days
0.1
TCGA-FD-A62S-01A
60 years, female, black or african american, stage:iii, dead, 406 days
0.0
TCGA-FD-A62N-01A
69 years, male, asian, stage:iii, alive, 82 days
0.0
TCGA-BT-A0S7-01A
75 years, male, white, stage:iii, dead, 200 days
0.0
TCGA-K4-A5RJ-01A
75 years, male, white, stage:ii, alive, 539 days
0.0
TCGA-FD-A62P-01A
76 years, male, white, stage:ii, dead, 191 days
0.0
TCGA-XF-AAN7-01A
60 years, male, white, stage:iv, dead, 565 days
0.0
TCGA-GU-A762-01A
87 years, male, white, stage:iv, dead, 232 days
0.0
TCGA-K4-A5RI-01A
67 years, female, white, stage:iii, dead, 356 days
0.0
TCGA-FD-A3N5-01A
69 years, male, black or african american, stage:ii, dead, 685 days
0.0
TCGA-BT-A20O-01A
75 years, male, white, stage:iii, dead, 370 days
0.0
TCGA-BT-A3PJ-01A
76 years, male, white, stage:iii, alive, 789 days
0.0
TCGA-ZF-AA4N-01A
74 years, male, white, stage:ii, dead, 88 days
0.0
TCGA-K4-A5RH-01A
69 years, male, white, stage:iii, alive, 276 days
0.0
TCGA-GU-AATO-01A
75 years, male, white, stage:iv, dead, 324 days
0.0
Show all
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
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).
The Human Protein Atlas project is funded
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