With an AUC greater than 0.7 indicating high specificity for PCOS, LH, LH/FSH ratio, and SHBG are considered the most promising potential biomarkers for the condition (Figures 2B–D). The gene discussed is PLOD1; the disease is polycystic ovary syndrome.