Our data demonstrate that targeting Hh signaling at the level of the GLI transcription factors is more effective than targeting it at the level of SMO in prostate cancer, as demonstrated using the GANT61 and GDC-0449 inhibitors respectively. This evidence concerns the gene GLI1 and Familial prostate cancer.