Hence, both insulin resistance and the low HDL-cholesterol levels shown in our previous studies in the HSG, AFG, and PSG [19,20] may have contributed to the disruption of the hypothalamic–pituitary axis, including the reduction in LH synthesis and/or secretion [46]. The gene discussed is PLOD1; the disease is Insulin resistance.