The present invention provides the steroid compound 3beta-hydroxy-5alpha-pregnan-20-one for use in treatment of Tourette's syndrome, obsessive compulsive disorder and/or gambling disorder, as well as methods for treating said disorders and pharmaceutical compositions for use in treatment of said disorders.