The present invention relates to novel uses of a steroid compound, which specifically binds to the androgen receptor (AR) but which is not metabolized by aromatase to a process for their preparation, to pharmaceutical compositions containing them, and to the use of said compounds for the prophylaxis and/or treatment of hormone-dependent or hormone receptor regulated cancers in mammals.