This comprehensive review synthesizes the existing literature on the pathophysiology, diagnostic challenges, and imaging interpretation of PSMA-avid rib lesions in PCa, with a focus on distinguishing benign from malignant uptakes to enhance staging accuracy and promote individualized patient care. The gene discussed is FOLH1; the disease is posterior cortical atrophy.