In summary, in this study, a T2DM rat model was established to investigate the ameliorative effects of CR-PLR on the intestinal flora, related inflammatory factors and GPR 43/GLP-1 pathway in T2DM rats. This evidence concerns the gene GCG and type 2 diabetes mellitus.