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Single-cell profiling of human dura and meningioma reveals cellular meningeal landscape and insights into meningioma immune response
BACKGROUND: Recent investigations of the meninges have highlighted the importance of the dura layer in central nervous system immune surveillance beyond a purely structural role. However, our understanding of the meninges largely stems from the use of pre-clinical models rather than human samples. M...
Autores principales: | , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9088131/ https://www.ncbi.nlm.nih.gov/pubmed/35534852 http://dx.doi.org/10.1186/s13073-022-01051-9 |
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author | Wang, Anthony Z. Bowman-Kirigin, Jay A. Desai, Rupen Kang, Liang-I Patel, Pujan R. Patel, Bhuvic Khan, Saad M. Bender, Diane Marlin, M. Caleb Liu, Jingxian Osbun, Joshua W. Leuthardt, Eric C. Chicoine, Michael R. Dacey, Ralph G. Zipfel, Gregory J. Kim, Albert H. DeNardo, David G. Petti, Allegra A. Dunn, Gavin P. |
author_facet | Wang, Anthony Z. Bowman-Kirigin, Jay A. Desai, Rupen Kang, Liang-I Patel, Pujan R. Patel, Bhuvic Khan, Saad M. Bender, Diane Marlin, M. Caleb Liu, Jingxian Osbun, Joshua W. Leuthardt, Eric C. Chicoine, Michael R. Dacey, Ralph G. Zipfel, Gregory J. Kim, Albert H. DeNardo, David G. Petti, Allegra A. Dunn, Gavin P. |
author_sort | Wang, Anthony Z. |
collection | PubMed |
description | BACKGROUND: Recent investigations of the meninges have highlighted the importance of the dura layer in central nervous system immune surveillance beyond a purely structural role. However, our understanding of the meninges largely stems from the use of pre-clinical models rather than human samples. METHODS: Single-cell RNA sequencing of seven non-tumor-associated human dura samples and six primary meningioma tumor samples (4 matched and 2 non-matched) was performed. Cell type identities, gene expression profiles, and T cell receptor expression were analyzed. Copy number variant (CNV) analysis was performed to identify putative tumor cells and analyze intratumoral CNV heterogeneity. Immunohistochemistry and imaging mass cytometry was performed on selected samples to validate protein expression and reveal spatial localization of select protein markers. RESULTS: In this study, we use single-cell RNA sequencing to perform the first characterization of both non-tumor-associated human dura and primary meningioma samples. First, we reveal a complex immune microenvironment in human dura that is transcriptionally distinct from that of meningioma. In addition, we characterize a functionally diverse and heterogenous landscape of non-immune cells including endothelial cells and fibroblasts. Through imaging mass cytometry, we highlight the spatial relationship among immune cell types and vasculature in non-tumor-associated dura. Utilizing T cell receptor sequencing, we show significant TCR overlap between matched dura and meningioma samples. Finally, we report copy number variant heterogeneity within our meningioma samples. CONCLUSIONS: Our comprehensive investigation of both the immune and non-immune cellular landscapes of human dura and meningioma at single-cell resolution builds upon previously published data in murine models and provides new insight into previously uncharacterized roles of human dura. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13073-022-01051-9. |
format | Online Article Text |
id | pubmed-9088131 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-90881312022-05-11 Single-cell profiling of human dura and meningioma reveals cellular meningeal landscape and insights into meningioma immune response Wang, Anthony Z. Bowman-Kirigin, Jay A. Desai, Rupen Kang, Liang-I Patel, Pujan R. Patel, Bhuvic Khan, Saad M. Bender, Diane Marlin, M. Caleb Liu, Jingxian Osbun, Joshua W. Leuthardt, Eric C. Chicoine, Michael R. Dacey, Ralph G. Zipfel, Gregory J. Kim, Albert H. DeNardo, David G. Petti, Allegra A. Dunn, Gavin P. Genome Med Research BACKGROUND: Recent investigations of the meninges have highlighted the importance of the dura layer in central nervous system immune surveillance beyond a purely structural role. However, our understanding of the meninges largely stems from the use of pre-clinical models rather than human samples. METHODS: Single-cell RNA sequencing of seven non-tumor-associated human dura samples and six primary meningioma tumor samples (4 matched and 2 non-matched) was performed. Cell type identities, gene expression profiles, and T cell receptor expression were analyzed. Copy number variant (CNV) analysis was performed to identify putative tumor cells and analyze intratumoral CNV heterogeneity. Immunohistochemistry and imaging mass cytometry was performed on selected samples to validate protein expression and reveal spatial localization of select protein markers. RESULTS: In this study, we use single-cell RNA sequencing to perform the first characterization of both non-tumor-associated human dura and primary meningioma samples. First, we reveal a complex immune microenvironment in human dura that is transcriptionally distinct from that of meningioma. In addition, we characterize a functionally diverse and heterogenous landscape of non-immune cells including endothelial cells and fibroblasts. Through imaging mass cytometry, we highlight the spatial relationship among immune cell types and vasculature in non-tumor-associated dura. Utilizing T cell receptor sequencing, we show significant TCR overlap between matched dura and meningioma samples. Finally, we report copy number variant heterogeneity within our meningioma samples. CONCLUSIONS: Our comprehensive investigation of both the immune and non-immune cellular landscapes of human dura and meningioma at single-cell resolution builds upon previously published data in murine models and provides new insight into previously uncharacterized roles of human dura. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13073-022-01051-9. BioMed Central 2022-05-10 /pmc/articles/PMC9088131/ /pubmed/35534852 http://dx.doi.org/10.1186/s13073-022-01051-9 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Wang, Anthony Z. Bowman-Kirigin, Jay A. Desai, Rupen Kang, Liang-I Patel, Pujan R. Patel, Bhuvic Khan, Saad M. Bender, Diane Marlin, M. Caleb Liu, Jingxian Osbun, Joshua W. Leuthardt, Eric C. Chicoine, Michael R. Dacey, Ralph G. Zipfel, Gregory J. Kim, Albert H. DeNardo, David G. Petti, Allegra A. Dunn, Gavin P. Single-cell profiling of human dura and meningioma reveals cellular meningeal landscape and insights into meningioma immune response |
title | Single-cell profiling of human dura and meningioma reveals cellular meningeal landscape and insights into meningioma immune response |
title_full | Single-cell profiling of human dura and meningioma reveals cellular meningeal landscape and insights into meningioma immune response |
title_fullStr | Single-cell profiling of human dura and meningioma reveals cellular meningeal landscape and insights into meningioma immune response |
title_full_unstemmed | Single-cell profiling of human dura and meningioma reveals cellular meningeal landscape and insights into meningioma immune response |
title_short | Single-cell profiling of human dura and meningioma reveals cellular meningeal landscape and insights into meningioma immune response |
title_sort | single-cell profiling of human dura and meningioma reveals cellular meningeal landscape and insights into meningioma immune response |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9088131/ https://www.ncbi.nlm.nih.gov/pubmed/35534852 http://dx.doi.org/10.1186/s13073-022-01051-9 |
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