During the lipid metabolism regulation process, CD36, SREBP-1, SCD1, PPAR γ, ACOX1, and CPT1α are the key factors related to the healing effects of FV on NAFLD. This evidence concerns the gene SREBF1 and metabolic dysfunction-associated steatotic liver disease.