Within the context of PAAD, we discovered associations between immune subtypes and five TRAF genes, namely TRAF1, TRAF2, TRAF3, TRAF4, and TRAF7 (Fig. 7B). This evidence concerns the gene TRAF3 and pancreatic adenocarcinoma.