Within the context of PAAD, we discovered associations between immune subtypes and five TRAF genes, namely TRAF1, TRAF2, TRAF3, TRAF4, and TRAF7 (Fig. 7B). Here, TRAF7 is linked to pancreatic adenocarcinoma.