Overall, our study emphasizes the importance of the GCNT2/SHBG axis and N-glycosylation in understanding and addressing the multifaceted nature of PCOS, paving the way for more effective, personalized treatment strategies. Here, GCNT2 is linked to polycystic ovary syndrome.