Pending functional validation, these findings identify STAT3 as a pathway of interest and a potential therapeutic candidate, supporting the development of adjunctive anti-inflammatory therapies targeting neuroimmune cascades for DS and broader refractory epilepsies. Here, STAT3 is linked to epilepsy.