For the first time, we demonstrated that ALDH1A1 and ALDH1A3 play an opposite role in the regulation of PCa metastasis, and this function is mediated by their interplay with AR through regulation of the RAR-dependent transcriptional targets. The gene discussed is ALDH1A3; the disease is posterior cortical atrophy.