The results of a study showed that younger people aged 18 to 35 years with type 2 diabetes have lower levels of testosterone, LH and FSH and higher prevalence of hypogonadotropic hypogonadism compared to type 1 diabetes [71]. Here, PLOD1 is linked to type 2 diabetes mellitus.