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Spatial Transcriptomics-correlated Electron Microscopy maps transcriptional and ultrastructural responses to brain injury
Understanding the complexity of cellular function within a tissue necessitates the combination of multiple phenotypic readouts. Here, we developed a method that links spatially-resolved gene expression of single cells with their ultrastructural morphology by integrating multiplexed error-robust fluo...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10336148/ https://www.ncbi.nlm.nih.gov/pubmed/37433806 http://dx.doi.org/10.1038/s41467-023-39447-9 |
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author | Androvic, Peter Schifferer, Martina Perez Anderson, Katrin Cantuti-Castelvetri, Ludovico Jiang, Hanyi Ji, Hao Liu, Lu Gouna, Garyfallia Berghoff, Stefan A. Besson-Girard, Simon Knoferle, Johanna Simons, Mikael Gokce, Ozgun |
author_facet | Androvic, Peter Schifferer, Martina Perez Anderson, Katrin Cantuti-Castelvetri, Ludovico Jiang, Hanyi Ji, Hao Liu, Lu Gouna, Garyfallia Berghoff, Stefan A. Besson-Girard, Simon Knoferle, Johanna Simons, Mikael Gokce, Ozgun |
author_sort | Androvic, Peter |
collection | PubMed |
description | Understanding the complexity of cellular function within a tissue necessitates the combination of multiple phenotypic readouts. Here, we developed a method that links spatially-resolved gene expression of single cells with their ultrastructural morphology by integrating multiplexed error-robust fluorescence in situ hybridization (MERFISH) and large area volume electron microscopy (EM) on adjacent tissue sections. Using this method, we characterized in situ ultrastructural and transcriptional responses of glial cells and infiltrating T-cells after demyelinating brain injury in male mice. We identified a population of lipid-loaded “foamy” microglia located in the center of remyelinating lesion, as well as rare interferon-responsive microglia, oligodendrocytes, and astrocytes that co-localized with T-cells. We validated our findings using immunocytochemistry and lipid staining-coupled single-cell RNA sequencing. Finally, by integrating these datasets, we detected correlations between full-transcriptome gene expression and ultrastructural features of microglia. Our results offer an integrative view of the spatial, ultrastructural, and transcriptional reorganization of single cells after demyelinating brain injury. |
format | Online Article Text |
id | pubmed-10336148 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-103361482023-07-13 Spatial Transcriptomics-correlated Electron Microscopy maps transcriptional and ultrastructural responses to brain injury Androvic, Peter Schifferer, Martina Perez Anderson, Katrin Cantuti-Castelvetri, Ludovico Jiang, Hanyi Ji, Hao Liu, Lu Gouna, Garyfallia Berghoff, Stefan A. Besson-Girard, Simon Knoferle, Johanna Simons, Mikael Gokce, Ozgun Nat Commun Article Understanding the complexity of cellular function within a tissue necessitates the combination of multiple phenotypic readouts. Here, we developed a method that links spatially-resolved gene expression of single cells with their ultrastructural morphology by integrating multiplexed error-robust fluorescence in situ hybridization (MERFISH) and large area volume electron microscopy (EM) on adjacent tissue sections. Using this method, we characterized in situ ultrastructural and transcriptional responses of glial cells and infiltrating T-cells after demyelinating brain injury in male mice. We identified a population of lipid-loaded “foamy” microglia located in the center of remyelinating lesion, as well as rare interferon-responsive microglia, oligodendrocytes, and astrocytes that co-localized with T-cells. We validated our findings using immunocytochemistry and lipid staining-coupled single-cell RNA sequencing. Finally, by integrating these datasets, we detected correlations between full-transcriptome gene expression and ultrastructural features of microglia. Our results offer an integrative view of the spatial, ultrastructural, and transcriptional reorganization of single cells after demyelinating brain injury. Nature Publishing Group UK 2023-07-11 /pmc/articles/PMC10336148/ /pubmed/37433806 http://dx.doi.org/10.1038/s41467-023-39447-9 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This 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/) . |
spellingShingle | Article Androvic, Peter Schifferer, Martina Perez Anderson, Katrin Cantuti-Castelvetri, Ludovico Jiang, Hanyi Ji, Hao Liu, Lu Gouna, Garyfallia Berghoff, Stefan A. Besson-Girard, Simon Knoferle, Johanna Simons, Mikael Gokce, Ozgun Spatial Transcriptomics-correlated Electron Microscopy maps transcriptional and ultrastructural responses to brain injury |
title | Spatial Transcriptomics-correlated Electron Microscopy maps transcriptional and ultrastructural responses to brain injury |
title_full | Spatial Transcriptomics-correlated Electron Microscopy maps transcriptional and ultrastructural responses to brain injury |
title_fullStr | Spatial Transcriptomics-correlated Electron Microscopy maps transcriptional and ultrastructural responses to brain injury |
title_full_unstemmed | Spatial Transcriptomics-correlated Electron Microscopy maps transcriptional and ultrastructural responses to brain injury |
title_short | Spatial Transcriptomics-correlated Electron Microscopy maps transcriptional and ultrastructural responses to brain injury |
title_sort | spatial transcriptomics-correlated electron microscopy maps transcriptional and ultrastructural responses to brain injury |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10336148/ https://www.ncbi.nlm.nih.gov/pubmed/37433806 http://dx.doi.org/10.1038/s41467-023-39447-9 |
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