GCG and diabetes mellitus: We demonstrated that GLP-1 overexpression in the prefrontal cortex translates into a central blockade of pro-inflammatory cytokines synthesis and significantly improves memory performance especially in diabetes mice treated with newly synthesized adamantane derivative 3 or saxagliptin.