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Personalized medicine is still in its infancy concerning drug development in neuropsychopharmacology. Adequate biomarkers with clinical relevance to drug response and/or tolerability and safety largely remain to be identified. Possibly, this kind of personalized medicine will first gain clinical relevance in the dementias. The clinical relevance of the genotyping of drug-metabolizing enzymes as suggested by drug licensing authorities for the pharmacokinetic evaluation of medicinal products needs to be proven in sound clinical trials.