Evaluation of the Preclinical and Clinical Obesity Framework for Risk Stratification of Major Adverse Liver Outcomes.

Park, Jimin; Park, JooYong; Park, Mira; Lee, Jun-Hyuk · Mayo Clin Proc · 2026

retrospective_cohort · Level III

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Abstract

To evaluate the association between the newly proposed preclinical and clinical obesity framework and the long-term risk of major adverse liver outcomes (MALO). This retrospective cohort study included 7,462,871 individuals who participated in the 2009-2010 National Health Screening Program. Individuals were divided into three groups: without excess adiposity, preclinical obesity, and clinical obesity. Excess adiposity was determined by body mass index, waist circumference, and waist-to-height ratio. Participants were followed up through December 31, 2023. MALO was defined as hepatocellular carcinoma, liver cirrhosis-related events, and liver-related death, including liver transplantation. Cox proportional hazards regression analysis was conducted to estimate hazard ratios (HRs) and 95% confidence intervals (CI). During a median follow-up of 14.0 years, 105,812 incident cases of MALO were identified. Preclinical obesity and clinical obesity were associated with significantly higher risks of MALO compared to individuals without excess adiposity. The adjusted HRs (95% CI) were 1.08 (1.06-1.10) for preclinical obesity and 1.09 (1.07-1.10) for clinical obesity. When clinical obesity was further stratified, the adjusted HR (95% CI) was 17.64 (16.61-18.73) for clinical obesity with underlying hepatic dysfunction and 1.04 (1.03-1.06) for those without. The clinical obesity framework offers a clinical approach in predicting long-term liver outcomes. Integrating this framework into clinical and public health practice could reduce the burden of obesity-related liver disease.