Disclosed is a fusion protein containing a brain-derived neurotrophic factor (BDNF). The fusion protein is a fusion protein of BDNF and a specific range of human anti-transferrin receptor antibody, which makes BDNF administered into the blood able to pass through the blood-brain barrier.