This paper systematically reviews the empirical study of regular exercise on improving insulin-stimulated carbohydrate absorption, and discusses the mechanism by which exercise training may induce the AMPK signaling pathway to increase carbohydrate transport, to provide an important reference for how to prevent and treat insulin resistance and related metabolic syndrome in the clinic. The gene discussed is PRKAA2; the disease is Insulin resistance.