Tine Norman Alver, Helga Bergholtz, Maia Blomhoff Holm, Linda Trobe Dorg, Martina Landschoof Skrede, Elin Hegland Kure, Caroline Sophie Verbeke
{"title":"Spatial transcriptomics reveals cancer and stromal cell heterogeneity between center and invasive front of pancreatic cancer.","authors":"Tine Norman Alver, Helga Bergholtz, Maia Blomhoff Holm, Linda Trobe Dorg, Martina Landschoof Skrede, Elin Hegland Kure, Caroline Sophie Verbeke","doi":"10.1016/j.modpat.2025.100726","DOIUrl":null,"url":null,"abstract":"<p><p>Intratumor heterogeneity is considered a major cause of treatment failure in pancreatic ductal adenocarcinoma (PDAC). In recent years, marked heterogeneity at the genomic and transcriptional level has been revealed, but the spatial distribution of the heterogeneous cell populations has not been considered. Yet, it is assumed that cancer cells at the invasive front are endowed with enhanced migratory and invasive properties, although evidence is scanty, and cancer-associated fibroblasts (CAFs) in this location have not been characterized. In this study, digital spatial profiling was used to compare the transcriptional profiles of cancer cells and CAFs in the tumor center versus the invasive front of human PDAC. Four well differentiated PDACs with conventional morphology were investigated with the GeoMx system (Nanostring). Regions of interest were analyzed in the tumor center and at the invasive front using a whole transcriptome assay in cancer cell and CAF segments separately. Three of the PDACs harbored mutated KRAS, while the fourth case was confirmed wild-type KRAS. Substantial inter-regional heterogeneity was identified, with increased activity of pathways associated with cellular stress (including TNFα-signaling via NFκB, hypoxia, P53 pathway), proliferation (MYC targets, mitotic spindle), glycolysis, and epithelial-mesenchymal transition at the invasive front in both the cancer cell and CAF segments compared to the center of the tumor. Immunohistochemical validation on 17 PDACs of well, moderate and poor differentiation confirmed significant inter-regional heterogeneity in the expression level of markers of EMT and glycolysis. The results of this study show that in PDAC, transcriptional profiles of both cancer cells and CAFs differ between the center of the tumor and the invasive front.</p>","PeriodicalId":18706,"journal":{"name":"Modern Pathology","volume":" ","pages":"100726"},"PeriodicalIF":7.1000,"publicationDate":"2025-01-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Modern Pathology","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1016/j.modpat.2025.100726","RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"PATHOLOGY","Score":null,"Total":0}
引用次数: 0
Abstract
Intratumor heterogeneity is considered a major cause of treatment failure in pancreatic ductal adenocarcinoma (PDAC). In recent years, marked heterogeneity at the genomic and transcriptional level has been revealed, but the spatial distribution of the heterogeneous cell populations has not been considered. Yet, it is assumed that cancer cells at the invasive front are endowed with enhanced migratory and invasive properties, although evidence is scanty, and cancer-associated fibroblasts (CAFs) in this location have not been characterized. In this study, digital spatial profiling was used to compare the transcriptional profiles of cancer cells and CAFs in the tumor center versus the invasive front of human PDAC. Four well differentiated PDACs with conventional morphology were investigated with the GeoMx system (Nanostring). Regions of interest were analyzed in the tumor center and at the invasive front using a whole transcriptome assay in cancer cell and CAF segments separately. Three of the PDACs harbored mutated KRAS, while the fourth case was confirmed wild-type KRAS. Substantial inter-regional heterogeneity was identified, with increased activity of pathways associated with cellular stress (including TNFα-signaling via NFκB, hypoxia, P53 pathway), proliferation (MYC targets, mitotic spindle), glycolysis, and epithelial-mesenchymal transition at the invasive front in both the cancer cell and CAF segments compared to the center of the tumor. Immunohistochemical validation on 17 PDACs of well, moderate and poor differentiation confirmed significant inter-regional heterogeneity in the expression level of markers of EMT and glycolysis. The results of this study show that in PDAC, transcriptional profiles of both cancer cells and CAFs differ between the center of the tumor and the invasive front.
期刊介绍:
Modern Pathology, an international journal under the ownership of The United States & Canadian Academy of Pathology (USCAP), serves as an authoritative platform for publishing top-tier clinical and translational research studies in pathology.
Original manuscripts are the primary focus of Modern Pathology, complemented by impactful editorials, reviews, and practice guidelines covering all facets of precision diagnostics in human pathology. The journal's scope includes advancements in molecular diagnostics and genomic classifications of diseases, breakthroughs in immune-oncology, computational science, applied bioinformatics, and digital pathology.