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Author Spotlight: Advancing Hepatic Fibrosis Diagnosis Using Magnetic Resonance Elastography and AI
Published on: July 21, 2023
The Bubble-Destruction Curve Obtained Using Contrast-Enhanced Ultrasound is Useful for Assessing Liver Fibrosis and
Noritaka Wakui1, Yu Ogino1, Naohisa Kamiyama2
1Division of Gastroenterology and Hepatology, Department of Internal Medicine (Omori), School of Medicine, Faculty of Medicine, Toho University, Tokyo, Japan.
A novel ultrasound technique using a bubble-destruction curve accurately assesses liver fibrosis in metabolic-dysfunction-associated steatotic liver disease (MASLD). This method aids in identifying at-risk metabolic-dysfunction-associated steatohepatitis (MASH) patients.
Area of Science:
- Hepatology
- Medical Imaging
- Diagnostic Tools
Background:
- Metabolic-dysfunction-associated steatotic liver disease (MASLD) and its progressive form, metabolic-dysfunction-associated steatohepatitis (MASH), are increasingly prevalent.
- Liver fibrosis (FIB) in MASLD predicts poor prognosis, necessitating non-invasive assessment tools.
- Early detection of at-risk MASH is crucial for effective clinical management.
Purpose of the Study:
- To evaluate a novel ultrasound (US)-based analytical tool, the bubble-destruction curve derived from contrast-enhanced US (CEUS).
- To assess the tool's capability for non-invasive liver FIB evaluation in MASLD patients.
- To identify at-risk MASH using this novel CEUS-derived parameter.
Main Methods:
- Ninety-five biopsy-proven MASLD patients underwent CEUS with Sonazoid contrast agent.
- Flash imaging during the Kupffer phase generated bubble-destruction curves, yielding parameters like bubble-destruction depth (BDD).
- BDD, slope, and accumulation were analyzed against histological FIB, biomarkers, elastography, and at-risk MASH presence.
Main Results:
- Bubble-destruction depth (BDD) significantly correlated with histological FIB stage, shear wave elastography, and FIB-4 index.
- BDD demonstrated high diagnostic performance for cirrhosis (F4) with an AUC of 0.92.
- A combined AS-BDD-MASH score (BDD, AST, sex) showed high accuracy (AUC 0.847) for at-risk MASH detection.
Conclusions:
- The CEUS-derived bubble-destruction curve is a feasible and accurate method for liver FIB assessment in MASLD.
- A composite model incorporating BDD, AST, and sex effectively identifies at-risk MASH.
- This novel approach offers a promising non-invasive strategy for managing MASLD and MASH.
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