PLOD1 and Insulin resistance: In PCOS models, catechins have been shown to improve glucose metabolism and reduce insulin resistance, while also modulating hormonal balance by lowering estradiol, FSH, and LH levels and improving the typically disrupted LH/FSH ratio (27).