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Updated: Mar 13, 2026

Magnetic Resonance Imaging Assessment of Carcinogen-induced Murine Bladder Tumors
Published on: March 29, 2019
bp-VI-RADS combined with normalized apparent diffusion coefficient enhances diagnostic efficacy for muscle-invasive
Zihan Hao1, Li Zhu2, Jiayang Ding1
1Department of Urology, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, China.
Normalized apparent diffusion coefficient (nADC) improves bladder cancer staging. Integrating nADC with Vesical Imaging-Reporting and Data System (VI-RADS) enhances accuracy, especially for uncertain cases.
Area of Science:
- Radiology
- Oncology
- Medical Imaging
Background:
- Magnetic resonance imaging (MRI) staging of bladder cancer uses Vesical Imaging-Reporting and Data System (VI-RADS).
- VI-RADS qualitative assessment leads to diagnostic uncertainty for muscle-invasive bladder cancer (MIBC) in score 3 cases.
- Biparametric MRI (bp-MRI) offers comparable accuracy to multiparametric MRI without contrast agents.
Purpose of the Study:
- To evaluate the diagnostic value of normalized apparent diffusion coefficient (nADC) in bp-MRI for MIBC.
- To investigate if integrating nADC with VI-RADS improves bladder cancer staging performance.
- To specifically assess performance in indeterminate VI-RADS score 3 cases.
Main Methods:
- Retrospective analysis of 172 bladder cancer patients undergoing bp-MRI.
- VI-RADS scoring and region of interest (ROI) delineation for apparent diffusion coefficient (ADC) calculation.
- Normalization of ADC using bladder urine or obturator internus muscle (OIM) to derive nADC.
- Statistical analysis including Wilcoxon rank-sum, ROC curve, and logistic regression for model comparison.
Main Results:
- VI-RADS alone had an AUC of 0.87.
- Urine-normalized ADC (nADCurine) showed the best individual performance (AUC=0.82).
- Composite models integrating VI-RADS with nADC metrics significantly outperformed VI-RADS alone (highest AUC 0.93 with nADCurine).
- In VI-RADS score 3 cases, nADCurine achieved 84.6% accuracy, correctly identifying all MIBC cases.
Conclusions:
- Normalized ADC values, particularly nADCurine, enhance VI-RADS assessment for muscle invasion.
- nADC provides an objective quantitative basis for indeterminate bladder cancer staging.
- Integrating nADC with VI-RADS improves diagnostic accuracy for MIBC, especially in equivocal cases.
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