Our findings indicated that TTP488 significantly inhibited NLRP1 expression and activation during AD in rats by modulating the JAK/STAT signaling pathway, and then improved the spatial memory and reduced the inflammatory levels of pyroptosis. The gene discussed is SOAT1; the disease is Alzheimer disease.