We studied the mechanism of rs‐fMRI and DAMPs‐RAGE in MDD patients, nonhuman primate and rodent models of depression, and combined with RAGE knockout mice, RAGE inhibitor (FPS‐ZM1), and AAV9RAGE overexpression to further verify the molecular mechanism of RAGE in depression and its effect on behaviors. This evidence concerns the gene AGER and major depressive disorder.