1) BDNF levels were significantly decreased in acute stroke patients with depression compared to those without depression; 2) serum BDNF levels measured during the acute phase of stroke were negatively correlated with risks of PSD development at one month post-stroke. The gene discussed is BDNF; the disease is depressive disorder.