In order to further elucidate the molecular mechanisms underlying the memory enhancing effect of novel adamantane derivatives (2, 3) and DPP4 inhibitors, we have examined the gene expression levels of Bdnf and Cav1 in the hippocampal tissues of diabetes mice. Here, BDNF is linked to diabetes mellitus.