These results further validate that TG enhances the expression of GLUT4 in muscles via PKACα-mediated AMPK activation and correspondingly promotes the glucose uptake of muscles and ameliorates IR and T2DM. The gene discussed is PRKACA; the disease is type 2 diabetes mellitus.