Disclosed herein, in part, is a pharmaceutical formulation comprising isotretinoin or a pharmaceutically acceptable salt thereof, and a mucoadhesive polymer. A method of treating a mucosal disease comprising administering a disclosed pharmaceutical formulation to a subject in need thereof is also provided herein.