Finally, our study found that high expression of OS-associated genes was closely related to PD1, PD-L1, or CTLA-4 in PAAD, suggesting that targeting mRNAs might improve the efficacy of immunotherapy in PAAD. This evidence concerns the gene CTLA4 and pancreatic adenocarcinoma.