Astragaloside IV suppresses neuroinflammation via PI3K/Akt/NF-κB to ameliorate cerebral ischemia-reperfusion injury based on network pharmacology analysis and experimental validation. The gene discussed is AKT1; the disease is Cerebral ischemia.