ML can significantly upregulate the expression of key proteins in fatty acid β-oxidation, such as ACSL5 and DLAT, promoting the conversion of fatty acids in the liver of T2D rats into acetyl-CoA, Acetyl-CoA combines with oxaloacetic acid to form citric acid, which enters the TCA cycle. The gene discussed is ACSL5; the disease is type 2 diabetes mellitus.