In this review, we present an overview on the physiological roles of furin in the brain and deregulations of furin expression and its substrates in neurodegenerative and neuropsychiatric disorders, such as AD, Parkinson’s disease (PD), epilepsy, cerebral ischemia, SCZ and depression. The gene discussed is FURIN; the disease is depressive disorder.