However, obesity is not a cause of pathological hypogonadism, and proportionately reduced testosterone and SHBG concentrations accompanied by normal serum LH and FSH concentrations confirm a eugonadal state, best described as the pseudo-hypogonadism of obesity. This evidence concerns the gene PLOD1 and obesity disorder.