INS and polycystic ovary syndrome: Several studies have demonstrated that the key differential genes in PCOS are mainly encoded in pathways related to regulatory metabolism, such as inflammation17 and immune response, insulin signaling, carbohydrate and lipid metabolism, hormonal regulation, and mitochondrial activity.5, 18