Eleven significant hub genes (MMP9, SPI1, IGF2R, GPBAR1, PDGFA, BMPR1A, LIFR, PRKAA1, MSH2, CDC25C, and KCNH2) likely play crucial roles in PCOS pathophysiology. Here, IGF2R is linked to polycystic ovary syndrome.