In this study, based on integrative multi‐omics analysis and solid experimental validation, we revealed a novel epigenetic mechanism of regulating PTGS2 (COX‐2) expression in TAMs, thereby inducing pro‐tumor M2‐polarized TAMs in PDAC tumor microenvironment. Here, PTGS2 is linked to neoplasm.