This led to the identification of statistically significant association between bAVM-related hemorrhage and twelve heritable variants of seven genes (IL6, APOE, IL1B, IL17A, MMP9, EPHB4, and VEGFA) involved in the inflammatory and angiogenic signaling pathways. This evidence concerns the gene APOE and hemorrhage.