Taken together, serum BDNF, VEGF, and S100B may be a potential diagnostic biomarker of MDD in knee OA, with serum BDNF and S100B in particular being able to predict the occurrence of MDD in the development of OA. The gene discussed is BDNF; the disease is major depressive disorder.