Contemporary evidence (24) highlights the dual challenges of acute blood pressure management in ischemic stroke and chronic hypertensive vasculopathy, wherein prolonged hypertension induces BBB disruption through aquaporin-4 (AQP4)-mediated edema formation. The gene discussed is AQP4; the disease is Hypertension.