Thus, GLP-1R may be a potential link between DM and AD, and we look forward to discovering more about the mechanism of the link between these two diseases, as well as new applications of GLP-1R agonists in the treatment of AD. This evidence concerns the gene GLP1R and diabetes mellitus.