CTSV and gonorrhea: In this study, we integrated multiple single-cell datasets to identify two key subpopulations of highly malignant ductal cells and three prognostic genes (ANLN, NT5E, CTSV) in PAC, then confirmed these genetic findings using both TCGA and independent external cohorts.