HDAC3 plays a pro‐inflammatory role in cerebrovascular and neurodegenerative diseases, while its inhibition can effectively reduce neuroinflammation through various inflammatory pathways or modulation of the activation and secretion of inflammatory mediators, thereby exerting a neuroprotective effect. The gene discussed is HDAC3; the disease is neurodegenerative disease.