Zun Wang et al. applied a novel metaCCA method on the GWAS summary statistics data of stroke and AF and found that PDE3A was a potential pleiotropic gene, which may affect ischemic or hemorrhage stroke through multiple intermediate factors such as MAPK family [29]. The gene discussed is PDE3A; the disease is hemorrhagic stroke.