NFKB1 and polycystic ovary syndrome: Building upon these mechanistic insights, we postulate that AGEs-RAGE axis dysregulation, through aberrant NOX4 and NF-κB signaling, drives oxidative stress and inflammation in ovarian granulosa cells (GCs) of PCOS.