Decreased BDNF levels may reduce the synaptic plasticity of neurons in relevant brain regions, resulting in a decline in cognitive function, weakening of emotional regulation ability, and continuous accumulation of negative emotions, thereby influencing the onset and progression of depression. The gene discussed is BDNF; the disease is major depressive disorder.