Eight genes except GGH are upregulated in IPMA, IPMN, and IPMC as well as in PanINs, as compared to a normal pancreas, demonstrating their enhanced expression is linked with the progression of PDAC that occurs early during development of malignancy. This evidence concerns the gene GGH and pancreatic intraductal papillary-mucinous neoplasm.