Notably, a study by Liu et al. [11] found that patients receiving GLP-1 agonists experienced superior weight loss compared to those on metformin alone, contributing to enhanced overall PCOS symptom management. The gene discussed is GLP1R; the disease is polycystic ovary syndrome.