Using single-cell sequencing and spatial transcriptomics to identify cancer-associated fibroblasts in glioblastoma and defining their pro-tumoral effects

NEURO-ONCOLOGY(2022)

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摘要
Abstract Cancer-associated fibroblasts (CAFs) constitute a key component of the tumor microenvironment. Pro-tumoral cancer-associated fibroblasts were presumed absent in glioblastoma given the lack of brain fibroblasts. Using single-cell RNA sequencing we identified CAFs in patient GBMs. CAFs were identified using a negative selection strategy to filter endothelial, epithelial, immune cells and pericytes and for the positive expression of previously defined CAF markers. Copy number variation (CNV) analysis was performed to distinguish CAFs from malignant cells. Single-cell spatial transcriptomics from 16 GBM patients confirmed the proximity of CAFs to mesenchymal GBM stem cells (GSCs), endothelial cells, and M2-macrophages. Serial trypsinization of glioblastoma specimens yielded cells with CAF morphology and transcriptomic profile. CAFs were chemotactically attracted to GSCs and CAFs induced GSC proliferation. To identify CAF and GSC interaction mediators, we created a resource of inferred crosstalk by mapping expression of receptors to their cognate ligands, identifying PDGF and TGFB as mediators of GSC effects on CAFs, and osteopontin and HGF as mediators of CAF-induced GSC enrichment. Furthermore, CAFs were found to induce M2-macrophage polarization by producing the EDA fibronectin variant which binds macrophage toll-like receptor 4 (TLR4) in a targetable manner. Glioblastoma CAFs were enriched in the subventricular zone which houses the neural stem cells that houses GSCs. Including CAFs in GSC-derived xenografts induced in vivo tumor growth and reduced survival in two different xenograft models. These findings are among the first to identify glioblastoma CAFs and their GSC interactions, making them an intriguing target for Glioblastomas.
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glioblastoma,spatial transcriptomics,single-cell,cancer-associated,pro-tumoral
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