In vivo, TNB peptide blocked Tau‐induced NLRP3 acetylation to inhibit inflammasome activation and microglia activation and then rescued cognitive impairment in Tau‐overexpressing mice. This evidence concerns the gene NLRP3 and Cognitive impairment.