Provided herein are compositions, methods, and devices for the treatment and prevention of atrial fibrillation (AF) using gene therapy techniques. In particular, oxidative stress (OS) and parasympathetic nervous system signaling are inhibited to prevent and/or reverse the electrical remodeling that underlies AF.