Our study revealed that an LH/FSH ratio of less than 1.5 is one of the predictors of ovulation in PCOS patients, which was consistent with a previous study by Xia et al. [53] who reported that an elevated baseline LH/FSH ratio in women with PCOS was associated with poor ovulatory response. Here, PLOD1 is linked to polycystic ovary syndrome.