Background Caloric restriction (CR), as the only approved scientific method that can retard aging, has become more and more attractive in the treatment of type 2 diabetes mellitus (T2DM) due to increasingly common high calorie diet and sedentary lifestyle. This study aimed to evaluate its role in T2DM treatment and further explored the potential molecular mechanism.Methods A total of 60 male SD rats were used in this study. Diabetes model was induced by 8 weeks of high-fat diet (HFD) followed by a single dose of streptozotocin injection (30mg/kg). Subsequently, the diabetic rats were fed ab libitum of 28g/day (diabetic control) or 20g/day (30% CR regimen) with HFD for 20 weeks. Meanwhile, normal rats had free standard chow diet served as vehicle control. Body mass, plasma glucose, and lipid profile were monitored. After diabetes-related functional tests being done, rats were sacrificed at 10 and 20 weeks, and glucose uptake in fresh muscle were determined. Liver and pancreas were prepared for histopathology and histochemical evaluations, and western blotting and immunofluorescence were applied to detect alterations in AKT/AS160/GLUT4 signaling. Results 30% CR significantly attenuated hyperglycemia and dyslipidemia, leading to alleviation of glucolipotoxicity, thus protected islets secretion, retarding the exhaustion of islets function. Insulin resistance was also markedly ameliorated, as indicated by notably improved insulin tolerance and HOMA-IR. However, glucose uptake in skeletal muscle was not significantly improved, and the up-regulation of AKT/AS160/GLUT4 signaling in muscle induced by 30% CR attenuated gradually over time. However, the consecutive decrease in AKT/AS160/GLUT4 signaling in white adipose tissue was significantly reversed by 30% CR. Conclusion 30% CR could protect islets function from hyperglycemia and dyslipidemia, and improve insulin resistance with probable mechanism related to the up-regulation of AKT/AS160/GLUT4 signaling.