The diabetes-induced decrease of Cav-3 expression may lead to caveola dysfunction, which plays a vital role in affecting PI3K/Akt and JAK2/STAT3 signaling in diabetic hearts. This evidence concerns the gene AKT1 and diabetes mellitus.