Systolic blood pressure, fasting glucose, triglyceride, HDL, cholesterol, FFA, and adiponectin are significant factors of NAFLD prevalence in MetS. However, independent factors that were statistically significant were only FFA and HDL cholesterol. This evidence concerns the gene ADIPOQ and metabolic dysfunction-associated steatotic liver disease.