In our study, the ALDH2 gene mutation may have exacerbated HFD-induced NAFLD and affected gut-microbiota composition and diversity in male WT and ALDH2 mice, but not in female mice. The gene discussed is ALDH2; the disease is metabolic dysfunction-associated steatotic liver disease.