In conclusion, research across multiple models—including animal studies, clinical investigations, cell line experiments, and primary cultures—consistently underscores the vital role of BDNF in cognitive regulation, depression, and hormone-mediated modulation. The gene discussed is BDNF; the disease is major depressive disorder.