These results suggest that the chronic resistance exercise‐induced reduction of musclin is involved in the improvement of hyperglycemia and insulin resistance via the activation of the muscle Akt/GLUT4 signaling pathway in rats with type 2 diabetes. The gene discussed is SLC2A4; the disease is Insulin resistance.