This study demonstrates that Rh2, R-PHQ, and S-PHQ exhibited antidepressive effects against LPS-induced MDD via a mechanism involving Sirt1/NF-κB and BDNF/TrkB signaling pathways. Here, NTRK2 is linked to major depressive disorder.