At the same time, we found that the relationship between NOX4 and lncRNAs in pancreatic cancer has rarely been studied, and the functions of NOX4-related lncRNAs in the tumor microenvironment and immune microenvironment have rarely been explored. This evidence concerns the gene NOX4 and pancreatic neoplasm.