O-(3-piperidino-2-hydroxypropyl)-nicotinic amidoxime or a pharmaceutically suitable acid addition salt thereof (BGP-15) can be used for the prevention or reduction of weight gain or obesity in a patient treated with an antipsychotic drug or an antidepressant drug or an antiepileptic drug.