In addition, FJG partially corrected the abnormal protein levels of IRS-1, PI3K, Akt and Glut4 in ZDF (fa/fa) diabetic rats, suggesting a regulatory effect of FJG by alleviating insulin resistance in skeletal muscle through modulation of the PI3K signaling pathway. This evidence concerns the gene IRS1 and Insulin resistance.