PTGS2 and Alzheimer disease: Collectively, this study elucidates the inhibitory mechanisms of Chrysanthemum against AD, providing a robust theoretical foundation for the development of related food and pharmaceutical products and offering valuable insights for the design of selective COX-2 competitive inhibitors and anti-inflammatory drugs.