In this study, prostate-specific membrane antigen (PSMA) highly overexpressed in prostate cancer was actively targeted using PSMA peptide combined with AuNP for targeted delivery of silicon phthalocyanine (Pc4) PS. Here, FOLH1 is linked to prostate cancer.