CYGB and bone fracture: Nevertheless, a study examining the association between serum HGB levels, BMD, and fracture risk using estimated scores from the Fracture Risk Assessment Tool (FRAX) in 662 male patients concluded that HGB was positively associated with BMD but negatively associated with the risk of hip fracture and major osteoporotic fracture33.