The present invention is directed to specific chromosomal rearrangements that are associated with prostate tumors that respond to compounds acting at estrogen receptors. Patients having the TMPRSS2-ERG fusion, may be treated with agonists of the estrogen beta receptor or antagonists of the estrogen alpha receptor.