These results confirmed that although ALDH1A1 and ALDH1A3 contribute to similar biochemical mechanisms, their expression is differently driven by two key PCa regulators, AR and β-catenin, and correlates with distinct biological pathways. Here, AR is linked to posterior cortical atrophy.