This connection implies that CCL7 may serve as a critical link between inflammation and the metabolic features of PCOS, where elevated levels could exacerbate insulin resistance, thus further complicating the clinical picture of the disease (39). This evidence concerns the gene CCL7 and Insulin resistance.