GCG and type 2 diabetes mellitus: This experiment more comprehensively revealed the mechanism of berberine acting on GLP-1/GLP-1R/PKA signal pathway, and also showed that islet α cell probably play an important role in the treatment of T2DM, providing some ideas for the follow-up study of islet function.