TTR and osteoporosis: This approach not only addresses the research gap concerning the role of prealbumin in male osteoporosis but also provides valuable insights into how prealbumin levels influence osteoporosis risk across diverse populations, rather than being limited to the hormone-driven mechanisms observed in postmenopausal women.