PHIP and posterior cortical atrophy: Their biological significance was comprehensively evaluated through immune infiltration analysis, single-cell analysis, high-precision molecular docking, molecular dynamics simulations, and experimental validation.<h4>Results</h4>A total of 17 candidate genes associated with PhIP-induced PCa were identified.