This study investigates the subclasses of metabolic syndrome (Mets) and their relationship with non-alcoholic fatty liver (NAFLD) and the probable predictive role of serum vitamin D and CRP levels. Here, CRP is linked to metabolic dysfunction-associated steatotic liver disease.