We now investigated whether AF and atrial remodeling will be reversible upon termination of JDP2 overexpression, and whether paroxysmal AF converts to permanent AF in the presence of maintained JDP2 overexpression. The gene discussed is JDP2; the disease is Paroxysmal atrial fibrillation.