INS and hyperandrogenism: Furthermore, patients with PCOS often present with hormonal abnormalities, including hyperandrogenism and elevated insulin levels, which can independently contribute to vascular endothelial dysfunction and exacerbate the risk of cardiovascular disease [24, 25].