The overexpression of MMPs, particularly MMP2 and MMP9, contributes to ECM breakdown, vessel wall weakening, and subsequent aneurysm formation (Wagenhäuser et al., 2024; Qin et al., 2024). This evidence concerns the gene MMP2 and aneurysm.