Further studies are warranted to explore the generality of our findings for ALDH7A1 identified by GWAS to other populations, and to determine the mechanisms by which this gene and its products contribute to the pathogenesis of osteoporosis. The gene discussed is ALDH7A1; the disease is osteoporosis.