Our analysis elucidates the role of ID3 in mediating critical processes, including vascular smooth muscle cell proliferation, endothelial dysfunction, and extracellular matrix remodeling, which contribute to vascular pathologies such as atherosclerosis, coronary artery disease, cerebrovascular disease, and pulmonary arterial hypertension. This evidence concerns the gene ID3 and endothelial dysfunction.