In this study, we established a CUMS depression model in mice, combined with RAGE−/− mice, to explore the mechanism of neuroinflammation and brain functional connection, and further supplement the imaging evidence of the antidepressant mechanism of XYS. This evidence concerns the gene AGER and major depressive disorder.