PCOS is a complex endocrine disorder characterized by hormonal imbalances, insulin resistance, and metabolic dysfunction, with androgens, incretins, and glucagon-like peptide-1 receptor (GLP-1R) signaling playing significant roles in its pathophysiology [209]. The gene discussed is GCG; the disease is polycystic ovary syndrome.