The results indicated perilla oil rich in ALA can regulate the expression of multiple nuclear transcription factors, including VDR, thus alleviating liver cholesterol overload and metabolic disorders, and perilla oil can be a potential dietary therapeutic tool against NAFLD. Here, VDR is linked to metabolic dysfunction-associated steatotic liver disease.