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. This evidence concerns the gene SLC2A4 and type 2 diabetes mellitus.