The present invention provides a virus or a viral vector capable of expressing a gene specifically in a cell having replication ability in a hypoxic state such as a cancer stem cell and injuring the cell, and a pharmaceutical composition comprising the same. Specifically, the present invention provides a virus or a viral vector which comprises a gene encoding a fusion protein of an ODD and a protein essentially required for viral proliferation, and a pharmaceutical composition comprising the same.