The LH/FSH ratio, at a cut-off of 1.12, showed 84.3% sensitivity, 70% specificity, 73.8% positive predictability, 81.7% negative predictability, and 77.1% diagnostic accuracy in the detection of PCOS. The gene discussed is PLOD1; the disease is polycystic ovary syndrome.