Specifically, all four patients with structural vasculopathy subtype had a monogenic etiology (4/4, 100%): KRIT1 for CCM, RNF213 for MD, ENG for HHT, and PKD1 for PKD. This evidence concerns the gene ENG and cerebral cavernous malformation.