In this review, we introduce the function and structure of Cav1 and its relationship with clinical parameters, explore the signaling pathways involved in PCa, and how pharmacological regulation of Cav1 expression affects the progression of PCa. This evidence concerns the gene CAV1 and posterior cortical atrophy.