Muribaculaceae, Streptococcaceae, Bifidobacterium, and Actinobacteria exhibited significant negative correlations with changes in AST, ALT, and Hyp levels in NAFLD mouse models. Here, GPT is linked to metabolic dysfunction-associated steatotic liver disease.