Spatial Transcriptomics Reveals Cancer and Stromal Cell Heterogeneity Between Center and Invasive Front of Pancreatic Cancer

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 the cancer cell and CAF segments separately. Three of the PDACs harbored mutated KRAS, whereas 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 (EMT) at the invasive front in both the cancer cell and CAF segments compared with 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.

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Publication Details

Journal
Modern Pathology
Published
2025-01-29
DOI
https://doi.org/10.1016/j.modpat.2025.100726
Citations
18
Primary Topic
Pancreatic and Hepatic Oncology Research
Type
article
Field-Weighted Citation Impact
18.82

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article

Spatial Transcriptomics Reveals Cancer and Stromal Cell Heterogeneity Between Center and Invasive Front of Pancreatic Cancer

Elin H. Kure, Caroline S. Verbeke, Helga Bergholtz, Tine Norman Alver et al.
18 citations
Modern Pathology
Pancreatic and Hepatic Oncology Research
18.82
article

Spatial Transcriptomics Reveals Cancer and Stromal Cell Heterogeneity Between Center and Invasive Front of Pancreatic Cancer

Elin H. Kure, Caroline S. Verbeke, Helga Bergholtz, Tine Norman Alver, Maia Blomhoff Holm, Linda Trobe Dorg, Martina L. Skrede
article en
18 citations

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 the cancer cell and CAF segments separately. Three of the PDACs harbored mutated KRAS, whereas 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 (EMT) at the invasive front in both the cancer cell and CAF segments compared with 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.

Modern PathologyVol. 38(6)
Oslo University Hospital (NO), University of Oslo (NO), Cancer Registry of Norway (NO)
Helse Sør-Øst RHF
Zero hunger
Openalex Percentile: Top 1%
Pancreatic and Hepatic Oncology Research
18.82
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