Prostate cancer is the second leading cause of male cancer deaths due to disease progression to castration-resistant prostate cancer (CRPC). Androgen receptor (AR) splice variants including AR-V7 function as constitutively active transcription factors in CRPC cells, thereby promoting resistance to AR-targeted therapies. To date, there are no AR variant–specific treatments for CRPC. Here we report that the splicing of AR variants AR-V7 as well as AR-V1 and AR-V9 is regulated coordinately by a single polyadenylation signal in AR intron 3. Blocking this signal with morpholino technology or silencing of the polyadenylation factor CPSF1 caused a splice switch that inhibited expression of AR variants and blocked androgen-independent growth of CRPC cells. Our findings support the development of new therapies targeting the polyadenylation signal in AR intron 3 as a strategy to prevent expression of a broad array of AR variants in CRPC.