In PAAD, we further found that NT5E and VEGFA may negatively regulate CD8+ T cells, while CCL13, CCL18, NT5E, and TNFSF4 might positively regulate M2 macrophages (R > 0.2). The gene discussed is CCL18; the disease is pancreatic adenocarcinoma.