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Updated: May 5, 2026

Optimized Analysis of In Vivo and In Vitro Hepatic Steatosis
Published on: March 11, 2017
Associations between multiple metabolic biomarkers with steatotic liver disease subcategories: A 5-year Chinese
Hongli Chen1, Siyu Chen2, Dan Liu1
1Department of Endocrinology and Metabolism, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai Diabetes Institute, Shanghai Key Laboratory of Diabetes Mellitus, Shanghhai Clinical Center for Diabetes, Shanghai Key Clinical Center for Metabolic Disease, Shanghai 200233, China.
Abstract:
The effectiveness of established biomarkers for non-alcoholic fatty liver disease (NAFLD) within the updated framework of steatotic liver disease (SLD) remains uncertain. This cohort study examines the association of four metabolic biomarkers-retinol-binding protein 4 (RBP-4), fibroblast growth factor 21 (FGF-21), adiponectin, and osteocalcin-with SLD and its subtypes: metabolic dysfunction-associated steatotic liver disease (MASLD) and metabolic dysfunction with alcohol-related liver disease (MetALD)/alcohol-related liver disease (ALD). Among 3,504 Chinese participants aged 55-70, 938 (26.8%) have developed SLD over 5 years, including 871 with MASLD and 67 with MetALD/ALD. The findings indicate that models incorporating RBP-4, FGF-21, adiponectin, and osteocalcin improve predictive accuracy for SLD beyond conventional models. Notably, adiponectin emerges as the most versatile marker, while elevated baseline levels of FGF-21 or RBP-4 indicate specific needs for metabolic or alcohol-related interventions, respectively, supporting tailored precision medicine strategies.
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