Interestingly, identification of excessive KLF4-TIE2-PI3K/Akt signaling in high-flow AVMs implies mechanistic similarities with low-flow cerebral cavernous malformations (CCMs) and venous malformations (VMs). This evidence concerns the gene KLF4 and famililal cerebral cavernous malformations.