Genes can influence the development of neurological disorders in various ways. They can affect the structure and function of the brain, the production of neurotransmitters, and the body's immune response. For example, mutations in the APOE gene are linked to a higher risk of Alzheimer's disease, while mutations in the LRRK2 gene are associated with Parkinson's disease.