Our study establishes that GK1.5 exosomes significantly enhance CD4+ T-cell-targeted delivery of AAV-Foxp3 in AIH models, driving hepatic Treg expansion while suppressing Th17-driven inflammatory pathways. The gene discussed is CD4; the disease is autoimmune hepatitis.