Furthermore, chlorogenic acid has been shown to reduce LH levels in letrozole-induced PCOS model mice, likely linked to its effect on adiponectin levels, antioxidant capacity, and anti-inflammatory properties (72). The gene discussed is PLOD1; the disease is polycystic ovary syndrome.