Here the authors show that ERG, AR and FOXA1 transcriptionally regulates DLX1 expression in PCa, and the inhibition of this ERG/AR transcriptional circuitry with a BET inhibitor reduces the oncogenic effects of DLX1. Here, DLX1 is linked to posterior cortical atrophy.