NLRP3 and major depressive disorder: In this respect, this study investigates the mechanism by which PSP improves depression by inhibiting the TLR4 and NLRP3/ASC/caspase-1 signaling pathway in prefrontal cortex microglia using a chronic restraint stress (CRS) model.