The evidence discussed in this article indicates that deficiency in BDNF and TrkB signaling may play a role in the pathophysiology of Alzheimer’s disease, Parkinson’s disease, and Huntington’s disease. The gene discussed is BDNF; the disease is early-onset autosomal dominant Alzheimer disease.