Subsequently, a nomogram model for PCOS was developed based on three specific genes related to ferroptosis: HAMP, ENPP2, and HMOX1; Furthermore, utilizing the TCGA-UCEC dataset, we identified ENPP2 as the core gene. This evidence concerns the gene HAMP and polycystic ovary syndrome.