A study investigating the association between metabolic syndrome and BMD among adolescents found that metabolic syndrome was associated with a lower concentration of bone biomarkers for osteocalcin, bone alkaline phosphatase and carboxy-terminal telopeptide, indicating reduced bone formation and resorption33. The gene discussed is BGLAP; the disease is metabolic syndrome.