PDE4D and Stroke: PDE4D is related to a variety of neurological diseases, such as AD, stroke, and epilepsy (Rose et al., 2005; Bales et al., 2010; Richter et al., 2013; Bruno et al., 2014; Wang and Jiang-Ping, 2016).