Furthermore, Song et al. found that astragaloside IV ameliorates neuroinflammation-induced depression-like behaviors in mice via the PPAR-γ/NF-κB/NLRP3 inflammasome axis. This evidence concerns the gene NLRP3 and major depressive disorder.