Compared to traditional PSA screening, optimized risk-stratified multi-round PSA screening strategy integrating population-based PSA screening reference level and subgroup-specific progression indicators could not only reduce 32.4% of missed PCa, but also detected additional 8.0% of high-grade PCa than traditional screening strategy. Here, KLK3 is linked to posterior cortical atrophy.