PLOD1 and osteoporosis: In women, osteoporosis is attributed primarily to the loss of gonadal steroids during the menopausal transition, especially FSH, LH, and T. However, in men, low BMD was associated with high SF levels, low serum 25, OH-VD levels, and low PTH levels.