Notably, our study found that low gonadal levels, including decreased LH concentrations and LH/FSH ratio, in overweight PCOS were more pronounced compared with those in non-overweight PCOS; this result, is consistent with those of previous studies (24, 25). Here, PLOD1 is linked to polycystic ovary syndrome.