In a word, this study indicates that PF can effectively alleviate the depression-like behavior of CUMS mice, which depends on the SIRT1 signal to regulate the activation of NLRP3 inflammasome and pyroptosis. This evidence concerns the gene NLRP3 and major depressive disorder.