In PAAD, TRAF2 and TRAF7 were characterized as carcinogenic, in contrast, TRAF1, TRAF3, and TRAF5 acted as inhibitors (Fig. 5O). Here, TRAF1 is linked to pancreatic adenocarcinoma.