Background and Aims: Disease severity across the different diagnostic categories of metabolic dysfunction-associated fatty liver disease (MAFLD) remains elusive. This study assessed the fibrosis stages and features of MAFLD between different items. We also aimed to investigate the associations between advanced fibrosis and risk factors. Methods: with at least two metabolic factors. Advanced fibrosis was defined as a fibrosis-4 index>2.67. Results: <0.01) were significant predictors of advanced fibrosis. Conclusions: A higher proportion of lean MAFLD patients with metabolic abnormalities had advanced fibrosis. HCV infection was significantly associated with advanced fibrosis.