Downregulation of PDE4B in microglia by microglia-specific knockdown of circDlg1 or PDE4B not only improved the microglial immune surveillance, but also reduced pro-inflammatory cytokines expression involved in AD pathology. The gene discussed is PDE4B; the disease is Alzheimer disease.