Keywords: Hereditary Hemorrhagic Telangiectasia (HHT); Sturge-Weber syndrome; arteriovenous malformations (AVMS); cerebrovascular disease; endothelial cells; hemorrhage; neuroinflammation; neurovascular unit (NVU).