PLOD1 and Hypergonadotropic hypogonadism: In this study, infertile men presented with a picture consistent with hypergonadotropic hypogonadism, as evidenced by elevated serum LH and FSH levels and reduced testicular size in NOA patients and increased serum FSH in SO patients relative to the fertile controls, reflecting impaired testicular function.