In conclusion, this report has described three rare missense variants in SELP, TGF-β2 and ADAMTS20 that alone or in combination could potentially be the underlying genetic determinant(s) contributing to early-onset familial osteoporosis and low BMD in the two-generation Maltese pedigree. The gene discussed is ADAMTS20; the disease is osteoporosis.