Taken together, these findings highlight the common mechanism of action of GLP-1R in DM and AD and its potential to regulate metabolism and neuroprotection (Figure 2), suggesting that GLP-1R may be a key factor linking these two diseases. The gene discussed is GLP1R; the disease is diabetes mellitus.