Mechanistically, the cognitive enhancement observed in MDD through exercise may involve increased neuroplasticity, elevated brain-derived neurotrophic factor (BDNF) levels, reduced systemic inflammation, and improved stress regulation via the hypothalamic–pituitary–adrenal (HPA) axis. The gene discussed is BDNF; the disease is major depressive disorder.