Receiver operating characteristic (ROC) analysis of female sex hormones (AMH, FSH, LH, testosterone, and LH/FSH) showed that AMH had the best performance in predicting PCOS compared with other biomarkers (Fig. 2). The gene discussed is PLOD1; the disease is polycystic ovary syndrome.