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Updated: May 4, 2026

Author Spotlight: Advancing Hepatic Fibrosis Diagnosis Using Magnetic Resonance Elastography and AI
Published on: July 21, 2023
Role of magnetic resonance elastography in compensated and decompensated liver disease
Sumeet K Asrani1, Jayant A Talwalkar2, Patrick S Kamath2
1Division of Gastroenterology and Hepatology, Mayo Clinic College of Medicine, Rochester, MN, United States; Baylor University Medical Center, Dallas, TX, United States.
Background & Aims:
Non-invasive predictors identifying subjects with compensated liver disease at highest risk for transitioning to a decompensated state are lacking. We hypothesized that liver shear stiffness as measured by magnetic resonance elastography is an important non-invasive predictor of hepatic decompensation.
Methods:
Among patients with advanced fibrosis undergoing magnetic resonance elastography (2007-2011), a baseline cohort and follow up cohort (compensated liver disease) were established. Cause specific cox proportional hazards analysis adjusting for competing risks was utilized to determine the association between elevated liver shear stiffness and development of decompensation (hepatic encephalopathy, ascites, variceal bleeding).
Results:
In the baseline cohort (n=430), subjects with decompensated liver disease had a significantly higher mean liver shear stiffness (6.8kPa, IQR 4.9-8.5) as compared to subjects with compensated liver disease (5.2kPa, IQR 4.1-6.8). After adjustment for Model for End Stage Liver Disease score, hepatitis C, age, gender, albumin, and platelet count, the mean liver shear stiffness (OR=1.13, 95% CI 1.03-1.27) was independently associated with decompensated cirrhosis at baseline. Over a median follow up of 27months (n=167), 7.2% of subjects with compensated disease experienced hepatic decompensation. In the follow up cohort, the hazard of hepatic decompensation was 1.42 (95% CI 1.16-1.75) per unit increase in liver shear stiffness over time. The hazard of hepatic decompensation was 4.96 (95% CI 1.4-17.0, p=0.019) for a subject with compensated disease and mean LSS value ⩾5.8kPa as compared to an individual with compensated disease and lower mean LSS values.
Conclusion:
Baseline liver shear stiffness assessed by magnetic resonance elastography is independently associated with decompensated liver disease.
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