This study reveals a novel molecular mechanism that RD‐N promotes CTSB‐dependent DNA damage by the suppression of BRCA1 in PCa cells, leading to the identification of a potential compound that target lysosomes for cancer treatment. Here, BRCA1 is linked to posterior cortical atrophy.