The present invention relates to compositions and manufacturing methods of topical adapalene preparations, which include a solvent-lipid complex in order to keep the active pharmaceutical ingredient dissolved in a vehicle whose external or continuous phase is aqueous. Thus, a pleasant non-oily sensation is achieved at the moment of application, while greater retention of the active pharmaceutical ingredient is reached in targeted skin layers, thereby reducing systemic uptake in the blood.