Disclosed is the use of ALDH1A and an agonist, a catalysate and an inhibitor thereof. In particular, disclosed is the use of ALDH1A or an agonist thereof, or a catalysate thereof in the preparation of a pharmaceutical composition or a formulation for the treatment and/or prevention of autism.