ALDH7A1 and Alzheimer disease: Caffeine is a non-specific PDE inhibitor (Yoshimura, 2005), and its beneficial effects have been clarified in many clinical AD studies (Eskelinen et al., 2009; Eskelinen and Kivipelto, 2010).