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CANCER UROTHELIAL CANCER Show tissue menu
BREAST CANCER CARCINOID CERVICAL CANCER COLORECTAL CANCER ENDOMETRIAL CANCER GLIOMA HEAD AND NECK CANCER LIVER CANCER LUNG CANCER LYMPHOMA
MELANOMA OVARIAN CANCER PANCREATIC CANCER PROSTATE CANCER RENAL CANCER SKIN CANCER STOMACH CANCER TESTIS CANCER THYROID CANCER UROTHELIAL CANCER
BLCA TCGA PROTEIN EXPRESSION
ANTIBODIES
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VALIDATION
Dictionary
Urothelial cancer
Human cancer
Bladder urothelial carcinoma
BLADDER UROTHELIAL CARCINOMA (TCGA) - 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.

RPS24 is not prognostic in Bladder Urothelial Carcinoma (TCGA)


Stage:
Survival analysis
Current cut offi

Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.

:
Best expression cut offi

Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .

When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.

: 1668.43
Median expressioni

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.

: N/A
Median follow up timei

Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.

: N/A
P scorei

Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.

N/A
5-year survival highi

5-year survival for patients with higher expression than the expression cutoff.

For melanoma and glioma, 3-year survival is shown.

N/A
5-year survival lowi

5-year survival for patients with lower expression than the expression cutoff.

For melanoma and glioma, 3-year survival is shown.

N/A
TCGA RNA samplesi

RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .

Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.

Average pTPM 2695.4
Number of samples 169
Samples
Sample Description pTPM
TCGA-XF-AAMH-01A 80 years, male, white, stage:Stage IV, dead, 344 days 8171.1
TCGA-BT-A0S7-01A 75 years, male, white, stage:Stage III, dead, 200 days 7487.2
TCGA-UY-A78N-01A 80 years, male, white, stage:Stage IV, dead, 2641 days 6873.5
TCGA-G2-A2EC-01A 58 years, female, black or african american, stage:Stage II, dead, 696 days 6075.3
TCGA-UY-A78M-01A 81 years, female, asian, stage:Stage IV, dead, 690 days 5925.0
TCGA-XF-AAN1-01A 75 years, female, stage:Stage III, dead, 941 days 5798.0
TCGA-E7-A4XJ-01A 66 years, male, asian, stage:Stage II, dead, 68 days 5606.5
TCGA-DK-A1A3-01A 60 years, male, white, stage:Stage IV, dead, 665 days 5212.0
TCGA-XF-AAN8-01A 74 years, female, white, stage:Stage III, dead, 118 days 5078.9
TCGA-BT-A20J-01A 75 years, male, white, stage:Stage II, dead, 579 days 4990.2
TCGA-G2-A2EO-01A 69 years, male, white, stage:Stage III, dead, 1804 days 4898.8
TCGA-BT-A20W-01A 71 years, male, white, stage:Stage II, dead, 254 days 4896.6
TCGA-ZF-AA5N-01A 62 years, female, white, stage:Stage IV, dead, 168 days 4884.3
TCGA-XF-A9SH-01A 65 years, female, asian, stage:Stage II, dead, 1971 days 4843.0
TCGA-BT-A3PK-01A 80 years, male, white, stage:Stage II, dead, 303 days 4772.2
TCGA-HQ-A5ND-01A 78 years, male, stage:Stage IV, dead, 274 days 4756.0
TCGA-FD-A5BV-01A 47 years, female, white, stage:Stage III, dead, 163 days 4588.5
TCGA-CF-A47T-01A 58 years, female, asian, stage:Stage II, dead, 385 days 4502.0
TCGA-ZF-AA4N-01A 74 years, male, white, stage:Stage II, dead, 88 days 4497.3
TCGA-XF-A8HI-01A 57 years, female, white, stage:Stage IV, dead, 544 days 4400.9
TCGA-DK-AA6Q-01A 61 years, female, white, stage:Stage IV, dead, 413 days 4368.4
TCGA-5N-A9KM-01A 73 years, female, white, stage:Stage III, dead, 530 days 4331.0
TCGA-FD-A62O-01A 74 years, male, white, stage:Stage IV, dead, 216 days 4320.8
TCGA-BT-A3PH-01A 76 years, male, white, stage:Stage IV, dead, 142 days 4294.9
TCGA-FD-A5BX-01A 82 years, male, white, stage:Stage IV, dead, 173 days 4235.2
TCGA-C4-A0EZ-01A 69 years, female, stage:Stage IV, dead, 273 days 4233.4
TCGA-XF-AAN2-01A 73 years, male, white, stage:Stage II, dead, 1869 days 4214.8
TCGA-FD-A43Y-01A 65 years, male, white, stage:Stage III, dead, 474 days 4081.7
TCGA-G2-A2ES-01A 85 years, male, white, stage:Stage II, dead, 1004 days 4061.3
TCGA-XF-A8HG-01A 69 years, male, white, stage:Stage III, dead, 467 days 4000.2
TCGA-FD-A3B6-01A 75 years, male, white, stage:Stage II, dead, 1005 days 3998.6
TCGA-ZF-A9RN-01A 67 years, female, white, stage:Stage III, dead, 615 days 3959.0
TCGA-FD-A3B4-01A 55 years, female, black or african american, stage:Stage III, dead, 510 days 3892.0
TCGA-XF-AAN0-01A 68 years, male, white, stage:Stage IV, dead, 1718 days 3882.2
TCGA-4Z-AA7N-01A 65 years, male, white, stage:Stage III, dead, 1367 days 3778.6
TCGA-C4-A0F7-01A 77 years, male, stage:Stage IV, dead, 62 days 3777.4
TCGA-ZF-A9R0-01A 82 years, male, white, stage:Stage III, dead, 680 days 3770.0
TCGA-E5-A4TZ-01A 64 years, male, white, stage:Stage IV, dead, 467 days 3751.6
TCGA-DK-AA75-01A 82 years, male, white, stage:Stage III, dead, 340 days 3725.8
TCGA-FD-A3N5-01A 69 years, male, black or african american, stage:Stage II, dead, 685 days 3707.5
TCGA-FD-A6TH-01A 63 years, male, white, stage:Stage IV, dead, 131 days 3702.5
TCGA-FD-A3SJ-01A 59 years, male, white, stage:Stage IV, dead, 739 days 3631.7
TCGA-XF-A8HF-01A 80 years, male, white, stage:Stage III, dead, 2954 days 3629.3
TCGA-ZF-AA54-01A 71 years, male, white, stage:Stage III, dead, 590 days 3629.0
TCGA-FJ-A871-01A 49 years, male, white, stage:Stage III, dead, 272 days 3565.5
TCGA-K4-A5RI-01A 67 years, female, white, stage:Stage III, dead, 356 days 3564.0
TCGA-ZF-AA56-01A 79 years, female, white, stage:Stage III, dead, 259 days 3562.1
TCGA-BT-A20N-01A 72 years, male, stage:Stage III, dead, 795 days 3516.0
TCGA-2F-A9KP-01A 66 years, male, white, stage:Stage IV, dead, 364 days 3492.6
TCGA-GV-A3JV-01A 66 years, male, white, stage:Stage IV, dead, 434 days 3479.8
TCGA-GU-AATO-01A 75 years, male, white, stage:Stage IV, dead, 324 days 3479.3
TCGA-XF-A8HC-01A 79 years, male, asian, stage:Stage IV, dead, 200 days 3471.6
TCGA-DK-A1AB-01A 74 years, female, white, stage:Stage IV, dead, 508 days 3440.6
TCGA-BL-A13J-01A 65 years, male, white, stage:Stage IV, dead, 81 days 3417.3
TCGA-GU-A762-01A 87 years, male, white, stage:Stage IV, dead, 232 days 3395.4
TCGA-FJ-A3Z9-01A 72 years, male, white, stage:'--, dead, 385 days 3350.2
TCGA-FD-A6TG-01A 73 years, male, white, stage:Stage IV, dead, 93 days 3326.5
TCGA-ZF-A9R3-01A 53 years, female, white, stage:Stage II, dead, 949 days 3324.4
TCGA-G2-A2EL-01A 77 years, male, white, stage:Stage II, dead, 819 days 3309.7
TCGA-CU-A0YO-01A 84 years, male, white, stage:Stage IV, dead, 149 days 3289.0
TCGA-CU-A72E-01A 76 years, male, white, stage:Stage IV, dead, 413 days 3114.3
TCGA-FD-A3SQ-01A 62 years, male, white, stage:Stage IV, dead, 1423 days 3112.9
TCGA-XF-A9SZ-01A 79 years, male, white, stage:Stage IV, dead, 859 days 3112.0
TCGA-XF-A9SK-01A 65 years, male, white, stage:Stage IV, dead, 486 days 3097.0
TCGA-BT-A20X-01A 56 years, male, white, stage:Stage IV, dead, 251 days 3082.1
TCGA-DK-AA6W-01A 78 years, male, white, stage:Stage II, dead, 415 days 3080.4
TCGA-BT-A20V-01A 59 years, female, black or african american, stage:Stage IV, dead, 154 days 3062.1
TCGA-E7-A97P-01A 73 years, male, asian, stage:Stage II, dead, 437 days 3052.1
TCGA-FJ-A3ZE-01A 65 years, male, white, stage:Stage IV, dead, 324 days 3051.1
TCGA-XF-AAN7-01A 60 years, male, white, stage:Stage IV, dead, 565 days 3031.7
TCGA-FD-A6TF-01A 80 years, female, white, stage:Stage IV, dead, 69 days 3026.5
TCGA-XF-A8HH-01A 61 years, female, white, stage:Stage IV, dead, 57 days 2970.9
TCGA-GU-A42Q-01A 67 years, male, white, stage:Stage III, dead, 344 days 2892.3
TCGA-FD-A5C0-01A 61 years, male, white, stage:Stage IV, dead, 550 days 2875.2
TCGA-GU-A42R-01A 68 years, male, white, stage:Stage IV, dead, 577 days 2866.0
TCGA-DK-A3IQ-01A 74 years, male, white, stage:Stage III, dead, 539 days 2826.6
TCGA-2F-A9KO-01A 63 years, male, white, stage:Stage IV, dead, 734 days 2816.5
TCGA-4Z-AA7Q-01A 79 years, male, white, stage:Stage III, dead, 510 days 2816.5
TCGA-UY-A78K-01A 60 years, male, white, stage:Stage IV, dead, 536 days 2790.9
TCGA-XF-A9ST-01A 68 years, male, white, stage:Stage III, dead, 128 days 2743.1
TCGA-ZF-A9RD-01A 75 years, female, white, stage:Stage IV, dead, 408 days 2715.9
TCGA-BT-A20Q-01A 73 years, male, white, stage:Stage IV, dead, 593 days 2669.6
TCGA-FD-A6TI-01A 73 years, male, white, stage:Stage IV, dead, 294 days 2640.0
TCGA-2F-A9KW-01A 67 years, female, white, stage:Stage III, dead, 254 days 2601.4
TCGA-FD-A3SS-01A 66 years, male, white, stage:Stage IV, dead, 391 days 2600.7
TCGA-4Z-AA82-01A 59 years, male, black or african american, stage:Stage IV, dead, 1556 days 2594.2
TCGA-DK-A2I2-01A 63 years, female, white, stage:Stage IV, dead, 237 days 2584.4
TCGA-GC-A3BM-01A 70 years, male, white, stage:Stage II, dead, 651 days 2566.3
TCGA-5N-A9KI-01A 76 years, female, white, stage:Stage III, dead, 76 days 2557.7
TCGA-FD-A62P-01A 76 years, male, white, stage:Stage II, dead, 191 days 2541.6
TCGA-BT-A0YX-01A 70 years, female, white, stage:Stage III, dead, 400 days 2467.6
TCGA-DK-A3IU-01A 58 years, male, white, stage:Stage II, dead, 706 days 2455.1
TCGA-XF-A9SP-01A 59 years, male, white, stage:Stage III, dead, 454 days 2434.5
TCGA-4Z-AA86-01A 66 years, male, black or african american, stage:Stage IV, dead, 311 days 2423.8
TCGA-GU-AATQ-01A 68 years, male, white, stage:Stage III, dead, 213 days 2413.9
TCGA-BT-A2LB-01A 73 years, female, white, stage:Stage III, dead, 492 days 2335.1
TCGA-HQ-A5NE-01A 57 years, male, stage:Stage III, dead, 370 days 2318.5
TCGA-XF-AAMW-01A 79 years, female, white, stage:Stage IV, dead, 253 days 2275.3
TCGA-CF-A9FL-01A 85 years, male, asian, stage:Stage III, dead, 565 days 2251.4
TCGA-CU-A0YR-01A 83 years, male, white, stage:Stage IV, dead, 460 days 2207.3
TCGA-FD-A3B3-01A 74 years, female, white, stage:Stage III, dead, 974 days 2195.6
TCGA-CU-A5W6-01A 70 years, male, white, stage:Stage III, dead, 56 days 2158.0
TCGA-GV-A3QH-01A 67 years, male, white, stage:Stage II, dead, 258 days 2116.0
TCGA-FD-A3SM-01A 70 years, male, white, stage:Stage IV, dead, 547 days 2104.6
TCGA-XF-A9SW-01A 85 years, male, white, stage:Stage IV, dead, 362 days 2078.8
TCGA-FD-A6TD-01A 77 years, male, white, stage:Stage III, dead, 386 days 2073.0
TCGA-CU-A0YN-01A 60 years, male, white, stage:Stage III, dead, 393 days 2011.2
TCGA-ZF-AA4U-01A 70 years, male, white, stage:Stage III, dead, 262 days 1928.2
TCGA-DK-A3IK-01A 87 years, male, white, stage:Stage IV, dead, 146 days 1901.7
TCGA-G2-A3IB-01A 66 years, male, black or african american, stage:Stage II, dead, 220 days 1881.2
TCGA-XF-AAMT-01A 75 years, female, white, stage:Stage IV, dead, 90 days 1871.9
TCGA-FD-A3B5-01A 86 years, male, black or african american, stage:Stage IV, dead, 272 days 1867.9
TCGA-4Z-AA7R-01A 73 years, male, black or african american, stage:Stage IV, dead, 522 days 1858.5
TCGA-FD-A3B7-01A 66 years, male, black or african american, stage:Stage III, dead, 122 days 1841.2
TCGA-GU-A767-01A 81 years, male, white, stage:Stage IV, dead, 144 days 1810.4
TCGA-XF-AAML-01A 75 years, male, white, stage:Stage II, dead, 232 days 1781.0
TCGA-YC-A9TC-01A 71 years, male, white, stage:Stage IV, dead, 20 days 1725.9
TCGA-XF-A9T2-01A 54 years, male, white, stage:Stage III, dead, 575 days 1722.0
TCGA-G2-AA3C-01A 66 years, male, white, stage:Stage IV, dead, 211 days 1668.4
TCGA-4Z-AA7S-01A 66 years, male, black or african american, stage:Stage III, dead, 1064 days 1643.5
TCGA-FD-A5BT-01A 84 years, male, white, stage:Stage III, dead, 328 days 1632.3
TCGA-XF-A9SL-01A 69 years, male, white, stage:Stage IV, dead, 2020 days 1620.4
TCGA-BL-A3JM-01A 62 years, male, white, stage:Stage III, dead, 205 days 1609.9
TCGA-XF-AAN4-01A 77 years, female, white, stage:Stage III, dead, 823 days 1597.9
TCGA-K4-A4AC-01A 83 years, male, white, stage:Stage II, dead, 278 days 1596.8
TCGA-SY-A9G0-01A 82 years, male, white, stage:Stage IV, dead, 1008 days 1594.3
TCGA-GV-A3QF-01A 79 years, male, white, stage:Stage IV, dead, 617 days 1555.6
TCGA-DK-A1A5-01A 79 years, male, white, stage:Stage II, dead, 65 days 1465.3
TCGA-BT-A2LD-01A 78 years, female, white, stage:Stage IV, dead, 623 days 1453.7
TCGA-XF-A9SX-01A 63 years, female, white, stage:Stage IV, dead, 719 days 1289.1
TCGA-ZF-A9R9-01A 58 years, male, white, stage:Stage IV, dead, 864 days 1242.6
TCGA-FD-A3SO-01A 68 years, male, white, stage:Stage IV, dead, 168 days 1237.4
TCGA-XF-A9SJ-01A 83 years, male, white, stage:Stage IV, dead, 98 days 1234.6
TCGA-XF-AAME-01A 64 years, female, white, stage:Stage II, dead, 2828 days 1218.2
TCGA-E7-A3X6-01A 70 years, male, white, stage:Stage II, dead, 904 days 1215.3
TCGA-FD-A3SL-01A 60 years, male, white, stage:Stage IV, dead, 712 days 1160.4
TCGA-BT-A20U-01A 70 years, female, white, stage:Stage III, dead, 455 days 1156.8
TCGA-G2-A3IE-01A 51 years, male, white, stage:Stage II, dead, 612 days 1152.7
TCGA-XF-AAMZ-01A 81 years, female, white, stage:Stage IV, dead, 1348 days 1119.9
TCGA-4Z-AA80-01A 73 years, male, white, stage:Stage II, dead, 19 days 1105.4
TCGA-XF-A9T8-01A 64 years, male, white, stage:Stage III, dead, 418 days 1096.4
TCGA-DK-A3IL-01A 79 years, female, white, stage:Stage IV, dead, 413 days 1087.0
TCGA-BL-A13I-01A 57 years, female, white, stage:Stage III, dead, 223 days 1070.2
TCGA-XF-A9SV-01A 82 years, male, white, stage:Stage IV, dead, 388 days 1060.9
TCGA-ZF-A9RE-01A 78 years, female, white, stage:Stage II, dead, 106 days 1029.1
TCGA-XF-A9SU-01A 74 years, female, white, stage:Stage IV, dead, 182 days 1026.5
TCGA-DK-A3IN-01A 72 years, male, white, stage:Stage III, dead, 250 days 942.6
TCGA-GU-A42P-01A 72 years, male, white, stage:Stage IV, dead, 332 days 920.2
TCGA-DK-A2HX-01A 80 years, female, white, stage:Stage IV, dead, 1420 days 916.5
TCGA-FD-A5BZ-01A 77 years, female, white, stage:Stage IV, dead, 835 days 915.9
TCGA-BT-A20P-01A 81 years, female, white, stage:Stage III, dead, 544 days 898.0
TCGA-ZF-AA52-01A 70 years, male, white, stage:Stage III, dead, 1077 days 855.1
TCGA-BT-A20T-01A 63 years, male, white, stage:Stage IV, dead, 453 days 854.4
TCGA-S5-A6DX-01A 83 years, male, white, stage:Stage IV, dead, 56 days 820.1
TCGA-4Z-AA81-01A 80 years, male, white, stage:Stage II, dead, 1270 days 782.3
TCGA-E7-A541-01A 66 years, male, white, stage:Stage II, dead, 778 days 780.4
TCGA-DK-A3X2-01A 85 years, male, white, stage:Stage IV, dead, 547 days 737.7
TCGA-GC-A3I6-01A 45 years, male, white, stage:Stage III, dead, 630 days 733.7
TCGA-DK-A3IM-01A 76 years, male, white, stage:Stage III, dead, 248 days 699.9
TCGA-BT-A20O-01A 75 years, male, white, stage:Stage III, dead, 370 days 688.1
TCGA-GV-A40E-01A 75 years, male, white, stage:Stage II, dead, 261 days 682.7
TCGA-XF-AAMJ-01A 70 years, male, asian, stage:Stage III, dead, 1670 days 646.2
TCGA-FD-A3SR-01A 68 years, male, white, stage:Stage IV, dead, 602 days 643.5
TCGA-XF-AAMX-01A 87 years, female, black or african american, stage:Stage III, dead, 206 days 633.0
TCGA-DK-AA6L-01A 48 years, male, white, stage:Stage IV, dead, 1163 days 586.4
TCGA-ZF-AA4R-01A 67 years, male, white, stage:Stage IV, dead, 1036 days 584.9
TCGA-FD-A62S-01A 60 years, female, black or african american, stage:Stage III, dead, 406 days 452.0
TCGA-ZF-AA4T-01A 65 years, male, white, stage:Stage IV, dead, 599 days 425.7
TCGA-2F-A9KR-01A 59 years, female, stage:Stage III, dead, 3183 days 164.7
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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, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.

Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.


Antibody HPA003364
 Staining
  High
  Medium
  Low
  Not detected
 Intensity
  Strong
  Moderate
  Weak
  Negative
 Quantity
  >75%
  75%-25%
  <25%
  None
 Location
  Nuclear
  Cytoplasmic/membranous
  Cytoplasmic/membranous,nuclear
  None
Urothelial carcinoma, High grade
Urothelial carcinoma, Low grade

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