In addition, the KEGG analysis significantly enriched multiple pathways that have been reported to be closely related to pancreatic cancer development such as the TNF signaling pathway and AGE-RAGE signaling pathway (Fig. 1I) (24, 25, 33). Here, TNF is linked to familial pancreatic carcinoma.