The mRNA expression of NF-κB, AKT, ATG7, and FGF21 in the liver tissue was analyzed to confirm the effects of MGF on the linkage of autophagy and insulin resistance, and the current results explained that MGF decreased inflammation and regulated autophagy. This evidence concerns the gene AKT1 and Insulin resistance.