A clinical study in Italy showed that elevated LH concentration and LH/FSH ratio are endocrine characteristics of PCOS and are closely related to BMI (22); nevertheless, in another clinical study in Saudi Arabia, researchers determined that BMI was not correlated with increased LH/FSH ratio (23). Here, PLOD1 is linked to polycystic ovary syndrome.