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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...

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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
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.
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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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