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Biology subjects

Vilisova, S.

Publications and source records attributed to Vilisova, S..

2 recordsLinked to original sources

Spatial organization of myofibroblastic and complement-secreting CAFs in neuroendocrine tumors

Neuroendocrine tumors are graded and classified largely by tumor cell-intrinsic features, yet the stromal microenvironment remains poorly defined across anatomical sites. We applied near single-cell spatial transcriptomics augmented with cell segmentation to eight treatment-naive neuroendocrine tumor primary tissues from pancreas, colon, appendix, and bile duct to build a spatially resolved stromal reference. Integration of stromal-enriched cell polygons identified ten transcriptional states shared across tumors, with a minority of niche-restricted clusters mapping to tumor/stroma and stroma/non-tumor boundaries. Within the shared fibroblast compartment, program scoring resolved four cancer-associated fibroblast states. Myofibroblastic and complement-secretory states dominated across samples, whereas inflammatory and antigen-presenting programs were consistently detected but weaker. Spatial mapping in desmoplastic tumors showed myofibroblastic fibroblasts enriched in collagen-dense regions, while complement-secretory fibroblasts localized preferentially to tumor-adjacent stromal interfaces. Pseudobulk differential expression and gene set enrichment analyses supported extracellular matrix remodeling in myofibroblastic fibroblasts and complement cascade activation in complement-secretory fibroblasts. Together, these findings demonstrate that anatomically distinct neuroendocrine tumors share a conserved yet spatially segregated stromal architecture, characterized by dominant matrix-producing and complement-enriched fibroblast states.

molecular biology↗

Digital spatial profiling of RNA in pancreatic neuroendocrine tumors highlights the distinct profile of alpha-SMA positive stroma and its impact on surrounding tumor cells

ObjectiveAlpha smooth muscle actin (-SMA) expression in stroma is linked to the presence of cancer-associated fibroblasts and is known to correlate with worse outcomes in various tumors. In this study, using a digital spatial profiling approach, we characterized the gene expression profiles of the tumor and -SMA positive stromal cell compartments in pancreatic neuroendocrine tumor (PanNET) tissues. MethodsThe profiling was performed in tissues from eight retrospective cases (Three Grade 1, four Grade 2, and one Grade 3) where the segmentation was done based on tissue morphology and synaptophysin (tumor), -SMA (stroma) marker expression. ResultsThe stromal cell-associated genes were mainly involved in pathways of extracellular matrix modification, while in tumor cells, the gene expression profiles were primarily associated with the pathways involved in cell proliferation. The comparison of gene expression profiles across all three PanNET grades revealed that heterogeneity is not only present within the tumor but also in the -SMA positive stromal cells. Furthermore, the comparison of tumor cells adjacent versus non-adjacent to -SMA positive stromal cells revealed an upregulation of MMP9 in G3 tumor analysis. ConclusionsOverall, this study provides an in-depth characterization of gene expression profiles in both stroma and tumor cells of PanNETs and outlies potential crosstalk mechanisms.

cancer biology↗