Extract fractions of Dioscorea sp. and methods of preparing the extract fractions are disclosed. The extract fractions enhance the proliferation and differentiation of bone marrow cells. Also described are a method for treatment of osteoporosis and a method for alleviation of side effects caused by chemotherapy by using the extract fractions of Dioscorea sp.