PLOD1 and osteoporosis: High serum LH concentrations were found to be associated with low BMD measurements, also in the absence of low serum testosterone levels,20, 23, 24 suggesting that LH may have a direct negative effect on bone remodelling, representing an independent risk factor for osteoporosis.