The present invention relates to a composition for preventing or treating bone diseases, comprising a BMP-2-encoding gene and HSV-tk-encoding gene, and as an active ingredient a stem cell into which a dual kill switch expression vector in which an HGPRT-encoded gene is knocked out is introduced or a cell differentiated from the stem cell, wherein the bone regeneration effect is realized by a BMP-2 growth factor and at the same time, apoptosis may also be dually controlled by the dual kill switch.