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Analysis of matrisome expression patterns in murine and human dorsal root ganglia
The extracellular matrix (ECM) is a dynamic structure of molecules that can be divided into six different categories and are collectively called the matrisome. The ECM plays pivotal roles in physiological processes in many tissues, including the nervous system. Intriguingly, alterations in ECM molec...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10471487/ https://www.ncbi.nlm.nih.gov/pubmed/37664243 http://dx.doi.org/10.3389/fnmol.2023.1232447 |
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author | Vroman, Robin Hunter, Rahel S. Wood, Matthew J. Davis, Olivia C. Malfait, Zoë George, Dale S. Ren, Dongjun Tavares-Ferreira, Diana Price, Theodore J. Miller, Richard J. Malfait, Anne-Marie Malfait, Fransiska Miller, Rachel E. Syx, Delfien |
author_facet | Vroman, Robin Hunter, Rahel S. Wood, Matthew J. Davis, Olivia C. Malfait, Zoë George, Dale S. Ren, Dongjun Tavares-Ferreira, Diana Price, Theodore J. Miller, Richard J. Malfait, Anne-Marie Malfait, Fransiska Miller, Rachel E. Syx, Delfien |
author_sort | Vroman, Robin |
collection | PubMed |
description | The extracellular matrix (ECM) is a dynamic structure of molecules that can be divided into six different categories and are collectively called the matrisome. The ECM plays pivotal roles in physiological processes in many tissues, including the nervous system. Intriguingly, alterations in ECM molecules/pathways are associated with painful human conditions and murine pain models. Nevertheless, mechanistic insight into the interplay of normal or defective ECM and pain is largely lacking. The goal of this study was to integrate bulk, single-cell, and spatial RNA sequencing (RNAseq) datasets to investigate the expression and cellular origin of matrisome genes in male and female murine and human dorsal root ganglia (DRG). Bulk RNAseq showed that about 65% of all matrisome genes were expressed in both murine and human DRG, with proportionally more core matrisome genes (glycoproteins, collagens, and proteoglycans) expressed compared to matrisome-associated genes (ECM-affiliated genes, ECM regulators, and secreted factors). Single cell RNAseq on male murine DRG revealed the cellular origin of matrisome expression. Core matrisome genes, especially collagens, were expressed by fibroblasts whereas matrisome-associated genes were primarily expressed by neurons. Cell–cell communication network analysis with CellChat software predicted an important role for collagen signaling pathways in connecting vascular cell types and nociceptors in murine tissue, which we confirmed by analysis of spatial transcriptomic data from human DRG. RNAscope in situ hybridization and immunohistochemistry demonstrated expression of collagens in fibroblasts surrounding nociceptors in male and female human DRG. Finally, comparing human neuropathic pain samples with non-pain samples also showed differential expression of matrisome genes produced by both fibroblasts and by nociceptors. This study supports the idea that the DRG matrisome may contribute to neuronal signaling in both mouse and human, and that dysregulation of matrisome genes is associated with neuropathic pain. |
format | Online Article Text |
id | pubmed-10471487 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-104714872023-09-02 Analysis of matrisome expression patterns in murine and human dorsal root ganglia Vroman, Robin Hunter, Rahel S. Wood, Matthew J. Davis, Olivia C. Malfait, Zoë George, Dale S. Ren, Dongjun Tavares-Ferreira, Diana Price, Theodore J. Miller, Richard J. Malfait, Anne-Marie Malfait, Fransiska Miller, Rachel E. Syx, Delfien Front Mol Neurosci Molecular Neuroscience The extracellular matrix (ECM) is a dynamic structure of molecules that can be divided into six different categories and are collectively called the matrisome. The ECM plays pivotal roles in physiological processes in many tissues, including the nervous system. Intriguingly, alterations in ECM molecules/pathways are associated with painful human conditions and murine pain models. Nevertheless, mechanistic insight into the interplay of normal or defective ECM and pain is largely lacking. The goal of this study was to integrate bulk, single-cell, and spatial RNA sequencing (RNAseq) datasets to investigate the expression and cellular origin of matrisome genes in male and female murine and human dorsal root ganglia (DRG). Bulk RNAseq showed that about 65% of all matrisome genes were expressed in both murine and human DRG, with proportionally more core matrisome genes (glycoproteins, collagens, and proteoglycans) expressed compared to matrisome-associated genes (ECM-affiliated genes, ECM regulators, and secreted factors). Single cell RNAseq on male murine DRG revealed the cellular origin of matrisome expression. Core matrisome genes, especially collagens, were expressed by fibroblasts whereas matrisome-associated genes were primarily expressed by neurons. Cell–cell communication network analysis with CellChat software predicted an important role for collagen signaling pathways in connecting vascular cell types and nociceptors in murine tissue, which we confirmed by analysis of spatial transcriptomic data from human DRG. RNAscope in situ hybridization and immunohistochemistry demonstrated expression of collagens in fibroblasts surrounding nociceptors in male and female human DRG. Finally, comparing human neuropathic pain samples with non-pain samples also showed differential expression of matrisome genes produced by both fibroblasts and by nociceptors. This study supports the idea that the DRG matrisome may contribute to neuronal signaling in both mouse and human, and that dysregulation of matrisome genes is associated with neuropathic pain. Frontiers Media S.A. 2023-08-17 /pmc/articles/PMC10471487/ /pubmed/37664243 http://dx.doi.org/10.3389/fnmol.2023.1232447 Text en Copyright © 2023 Vroman, Hunter, Wood, Davis, Malfait, George, Ren, Tavares-Ferreira, Price, Miller, Malfait, Malfait, Miller and Syx. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Molecular Neuroscience Vroman, Robin Hunter, Rahel S. Wood, Matthew J. Davis, Olivia C. Malfait, Zoë George, Dale S. Ren, Dongjun Tavares-Ferreira, Diana Price, Theodore J. Miller, Richard J. Malfait, Anne-Marie Malfait, Fransiska Miller, Rachel E. Syx, Delfien Analysis of matrisome expression patterns in murine and human dorsal root ganglia |
title | Analysis of matrisome expression patterns in murine and human dorsal root ganglia |
title_full | Analysis of matrisome expression patterns in murine and human dorsal root ganglia |
title_fullStr | Analysis of matrisome expression patterns in murine and human dorsal root ganglia |
title_full_unstemmed | Analysis of matrisome expression patterns in murine and human dorsal root ganglia |
title_short | Analysis of matrisome expression patterns in murine and human dorsal root ganglia |
title_sort | analysis of matrisome expression patterns in murine and human dorsal root ganglia |
topic | Molecular Neuroscience |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10471487/ https://www.ncbi.nlm.nih.gov/pubmed/37664243 http://dx.doi.org/10.3389/fnmol.2023.1232447 |
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