The in-depth biological analysis of key feature genes, such as TNFRSF14, XPO1, and ATF3, shed light on the understanding of perineural invasion in pancreatic ductal adenocarcinoma. This evidence concerns the gene TNFRSF14 and pancreatic ductal adenocarcinoma.