{"title":"Epithelial–Mesenchymal Transition Is Associated With Perineural Invasion in Pancreatic Ductal Adenocarcinoma","authors":"Asama Khan MD, Kei Kawashima MD, PhD, Caleb Seavey MD, PhD, Elizabeth Olecki MD, Kazuaki Takabe MD, PhD, Mashaal Dhir MD","doi":"10.1016/j.jss.2026.09.014","DOIUrl":null,"url":null,"abstract":"<div><h3>Introduction</h3><div>Perineural invasion (PNI) is a high-risk feature of pancreatic ductal adenocarcinoma (PDAC) and is associated with aggressive behavior and poor outcomes. The biological programs associated with PNI in PDAC remain incompletely characterized.</div></div><div><h3>Methods</h3><div>PDAC patients in The Cancer Genome Atlas were stratified by PNI status. Gene set enrichment analysis using Hallmark gene sets was performed to characterize transcriptomic differences between PNI-positive and PNI-negative tumors. Established immune, proliferative, and genomic annotations curated from prior The Cancer Genome Atlas analyses were used for downstream comparisons.</div></div><div><h3>Results</h3><div>A total of 101 PNI-positive and 26 PNI-negative tumors were identified. PNI was associated with higher grade (<em>P</em> < 0.05). Gene set enrichment analysis demonstrated enrichment of multiple gene sets in PNI-positive tumors, including pathways related to cell proliferation (G2M checkpoint, mTORC1 signaling, E2F targets, MYC targets, and mitotic spindle), immune signaling (tumor necrosis factor-α signaling via NF-κB, interferon-α, and γ responses), and epithelial–mesenchymal transition (EMT). Yet, no differences were observed in measures of tumor proliferation, aggressiveness, mutational burden, immune response, or immune cell infiltration within the tumor microenvironment. In contrast, EMT enrichment was supported by concordant biological features, including increased infiltration of mesenchymal cells and elevated expression of EMT-associated genes in PNI-positive tumors.</div></div><div><h3>Conclusions</h3><div>PNI-positive PDAC demonstrate enrichment of EMT-related transcriptional programs with concordant microenvironmental and gene-level support.</div></div>","PeriodicalId":17030,"journal":{"name":"Journal of Surgical Research","volume":"328 ","pages":"Pages 150-158"},"PeriodicalIF":1.6000,"publicationDate":"2026-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Surgical Research","FirstCategoryId":"3","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0022480426005986","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2026/10/20 0:00:00","PubModel":"Epub","JCR":"Q2","JCRName":"SURGERY","Score":null,"Total":0}
引用次数: 0
Abstract
Introduction
Perineural invasion (PNI) is a high-risk feature of pancreatic ductal adenocarcinoma (PDAC) and is associated with aggressive behavior and poor outcomes. The biological programs associated with PNI in PDAC remain incompletely characterized.
Methods
PDAC patients in The Cancer Genome Atlas were stratified by PNI status. Gene set enrichment analysis using Hallmark gene sets was performed to characterize transcriptomic differences between PNI-positive and PNI-negative tumors. Established immune, proliferative, and genomic annotations curated from prior The Cancer Genome Atlas analyses were used for downstream comparisons.
Results
A total of 101 PNI-positive and 26 PNI-negative tumors were identified. PNI was associated with higher grade (P < 0.05). Gene set enrichment analysis demonstrated enrichment of multiple gene sets in PNI-positive tumors, including pathways related to cell proliferation (G2M checkpoint, mTORC1 signaling, E2F targets, MYC targets, and mitotic spindle), immune signaling (tumor necrosis factor-α signaling via NF-κB, interferon-α, and γ responses), and epithelial–mesenchymal transition (EMT). Yet, no differences were observed in measures of tumor proliferation, aggressiveness, mutational burden, immune response, or immune cell infiltration within the tumor microenvironment. In contrast, EMT enrichment was supported by concordant biological features, including increased infiltration of mesenchymal cells and elevated expression of EMT-associated genes in PNI-positive tumors.
Conclusions
PNI-positive PDAC demonstrate enrichment of EMT-related transcriptional programs with concordant microenvironmental and gene-level support.
期刊介绍:
The Journal of Surgical Research: Clinical and Laboratory Investigation publishes original articles concerned with clinical and laboratory investigations relevant to surgical practice and teaching. The journal emphasizes reports of clinical investigations or fundamental research bearing directly on surgical management that will be of general interest to a broad range of surgeons and surgical researchers. The articles presented need not have been the products of surgeons or of surgical laboratories.
The Journal of Surgical Research also features review articles and special articles relating to educational, research, or social issues of interest to the academic surgical community.