Whole genome sequencing (WGS) was performed on 12 selected relatives, with the generated data subjected to sequential filtering steps identifying three rare missense variants in SELP, TGF-β2, and ADAMTS20 as potentially damaging and segregating alone or in combination in relatives with osteoporosis and low BMD. This evidence concerns the gene ADAMTS20 and osteoporosis.