In patients with PCOS, SHBG concentrations are usually low because of elevated androgen levels, and hyperandrogenemia promotes compensatory hyperinsulinemia and insulin resistance by increasing lipoprotein and reducing insulin clearance (Shorakae et al., 2018). Here, INS is linked to Hyperinsulinemia.