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Spatial analysis of recurrent glioblastoma reveals perivascular niche organization
Ugoma Onubogu, … , Alexander R.A. Anderson, Michalina Janiszewska
Ugoma Onubogu, … , Alexander R.A. Anderson, Michalina Janiszewska
Published May 28, 2024
Citation Information: JCI Insight. 2024;9(12):e179853. https://doi.org/10.1172/jci.insight.179853.
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Research Article Oncology

Spatial analysis of recurrent glioblastoma reveals perivascular niche organization

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Abstract

Tumor evolution is driven by genetic variation; however, it is the tumor microenvironment (TME) that provides the selective pressure contributing to evolution in cancer. Despite high histopathological heterogeneity within glioblastoma (GBM), the most aggressive brain tumor, the interactions between the genetically distinct GBM cells and the surrounding TME are not fully understood. To address this, we analyzed matched primary and recurrent GBM archival tumor tissues with imaging-based techniques aimed to simultaneously evaluate tumor tissues for the presence of hypoxic, angiogenic, and inflammatory niches, extracellular matrix (ECM) organization, TERT promoter mutational status, and several oncogenic amplifications on the same slide and location. We found that the relationships between genetic and TME diversity are different in primary and matched recurrent tumors. Interestingly, the texture of the ECM, identified by label-free reflectance imaging, was predictive of single-cell genetic traits present in the tissue. Moreover, reflectance of ECM revealed structured organization of the perivascular niche in recurrent GBM, enriched in immunosuppressive macrophages. Single-cell spatial transcriptomics further confirmed the presence of the niche-specific macrophage populations and identified interactions between endothelial cells, perivascular fibroblasts, and immunosuppressive macrophages. Our results underscore the importance of GBM tissue organization in tumor evolution and highlight genetic and spatial dependencies.

Authors

Ugoma Onubogu, Chandler D. Gatenbee, Sandhya Prabhakaran, Kelsey L. Wolfe, Benjamin Oakes, Roberto Salatino, Rachael Vaubel, Oszkar Szentirmai, Alexander R.A. Anderson, Michalina Janiszewska

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Figure 6

Perivascular niche macrophage cellular interactions in vessels with or without collagen rim.

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Perivascular niche macrophage cellular interactions in vessels with or w...
(A) UMAP plot highlighting cell type clusters 5, 8, 9, and 10 (higher resolution clustering of previous MAC and PVM cell type clusters). (B) Feature plots depicting macrophage/monocyte-derived cell type gene expression markers enriched in the areas of cluster 5, 8, 9, and 10. (C) Spatial plots of cell types from cluster 5, 8, 9, and 10 in primary and recurrent GBM. FOVs chosen possess vasculature validated through IHC and gene expression. Scale bar: 120 μm. (D) Top differentially expressed markers between clusters. Columns represent cell types and rows are genes. Scaled expression data represented as z scores. (E) Cell-cell interactions in primary and recurrent tumor tissue. Green lines show spatial proximity enrichment and red lines show depletion between pairs of cell types. Proximity enrichment derived by calculating the observed over the expected frequency of cell-cell proximity interactions. The expected frequency is the average frequency calculated from the spatial network simulations.

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