BPSD in the patients’ group were evaluated with NPI, PHQ-9 and the sleeping disorders questionnaire; then, they were analyzed for associations with the genetic variants of PER2, PER3, OX2R and APOE. The gene discussed is APOE; the disease is sleep disorder.