Taken together, our findings establish a mechanistic link between PDGFRβ mutation and the development of vascular malformations, highlighting the critical interplay between pericyte recruitment, angiogenic signaling, and inflammatory processes in bAVM pathogenesis. This evidence concerns the gene PDGFRB and vascular malformation.