For this reason, we aim to evaluate the association between FSH, LH, and LH/FSH ratio values and insulin resistance, prediabetes, and diabetes in a 5-year prospective study in Polish postmenopausal women. The gene discussed is PLOD1; the disease is prediabetes syndrome.