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Spatial cell type mapping of multiple sclerosis lesions

View ORCID ProfileCelia Lerma-Martin, View ORCID ProfilePau Badia-i-Mompel, View ORCID ProfileRicardo O. Ramirez Flores, View ORCID ProfilePatricia Sekol, View ORCID ProfileAnnika Hofmann, View ORCID ProfileThomas Thäwel, View ORCID ProfileChristian J. Riedl, View ORCID ProfileFlorian Wünnemann, View ORCID ProfileMiguel A. Ibarra-Arellano, View ORCID ProfileTim Trobisch, View ORCID ProfilePhilipp Eisele, View ORCID ProfileDenis Schapiro, View ORCID ProfileMaximilian Haeussler, View ORCID ProfileSimon Hametner, View ORCID ProfileJulio Saez-Rodriguez, View ORCID ProfileLucas Schirmer
doi: https://doi.org/10.1101/2022.11.03.514906
Celia Lerma-Martin
1Division of Neuroimmunology, Department of Neurology, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
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  • ORCID record for Celia Lerma-Martin
Pau Badia-i-Mompel
2Heidelberg University, Faculty of Medicine, and Heidelberg University Hospital, Institute for Computational Biomedicine, Bioquant, Heidelberg, Germany
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Ricardo O. Ramirez Flores
2Heidelberg University, Faculty of Medicine, and Heidelberg University Hospital, Institute for Computational Biomedicine, Bioquant, Heidelberg, Germany
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Patricia Sekol
1Division of Neuroimmunology, Department of Neurology, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
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Annika Hofmann
1Division of Neuroimmunology, Department of Neurology, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
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Thomas Thäwel
1Division of Neuroimmunology, Department of Neurology, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
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Christian J. Riedl
3Division of Neuropathology and Neurochemistry, Department of Neurology, Medical University of Vienna, Vienna, Austria
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Florian Wünnemann
2Heidelberg University, Faculty of Medicine, and Heidelberg University Hospital, Institute for Computational Biomedicine, Bioquant, Heidelberg, Germany
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Miguel A. Ibarra-Arellano
2Heidelberg University, Faculty of Medicine, and Heidelberg University Hospital, Institute for Computational Biomedicine, Bioquant, Heidelberg, Germany
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Tim Trobisch
1Division of Neuroimmunology, Department of Neurology, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
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Philipp Eisele
1Division of Neuroimmunology, Department of Neurology, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
6Mannheim Center for Translational Neuroscience, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
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Denis Schapiro
2Heidelberg University, Faculty of Medicine, and Heidelberg University Hospital, Institute for Computational Biomedicine, Bioquant, Heidelberg, Germany
4Institute of Pathology, Faculty of Medicine, Heidelberg University and Heidelberg University Hospital, Heidelberg, Germany
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Maximilian Haeussler
5Genomics Institute, University of California, Santa Cruz, Santa Cruz, CA, USA
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  • ORCID record for Maximilian Haeussler
Simon Hametner
3Division of Neuropathology and Neurochemistry, Department of Neurology, Medical University of Vienna, Vienna, Austria
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Julio Saez-Rodriguez
2Heidelberg University, Faculty of Medicine, and Heidelberg University Hospital, Institute for Computational Biomedicine, Bioquant, Heidelberg, Germany
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  • For correspondence: [email protected] [email protected]
Lucas Schirmer
1Division of Neuroimmunology, Department of Neurology, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
6Mannheim Center for Translational Neuroscience, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
7Interdisciplinary Center for Neurosciences, Heidelberg University, Heidelberg, Germany
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  • For correspondence: [email protected] [email protected]
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Abstract

Multiple sclerosis (MS) is a prototypic chronic-inflammatory disease of the central nervous system. After initial lesion formation during active demyelination, inflammation is gradually compartmentalized and restricted to specific tissue areas such as the lesion rim in chronic-active lesions. However, the cell type-specific and spatially restricted drivers of chronic tissue damage and lesion expansion are not well understood. Here, we investigated the properties of subcortical white matter lesions by creating a cell type-specific spatial map of gene expression across various inflammatory lesion stages in MS. An integrated analysis of single-nucleus and spatial transcriptomics data enabled us to uncover patterns of glial, immune and stromal cell subtype diversity, as well as to identify cell-cell communication and signaling signatures across lesion and non-lesion tissue areas in MS. Our results provide insights into the conversion of the tissue microenvironment from a ‘homeostatic’ to a pathogenic or ‘dysfunctional’ state underlying lesion progression in MS. We expect that this study will help identify spatially resolved cell type-specific biomarkers and therapeutic targets for future interventional trials in MS.

Competing Interest Statement

J.S.R. reports funding from GSK and Sanofi and fees from Travere Therapeutics and Astex Pharmaceuticals. P.E. has received travel expenses from Bayer Health Care and is a member of the Editorial Board of the Journal of Neuroimaging. D.S. reports funding from GSK. L.S. reports research support and consultancy fees from Novartis, Roche, Bristol-Myers Squibb and Merck and filed a patent for the detection of antibodies against KIR4.1 in a subpopulation of patients with multiple sclerosis (WO2015166057A1).

Footnotes

  • ↵# Co-first authors

  • ↵* Co-senior authors

Copyright 
The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under a CC-BY-NC-ND 4.0 International license.
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Spatial cell type mapping of multiple sclerosis lesions
Celia Lerma-Martin, Pau Badia-i-Mompel, Ricardo O. Ramirez Flores, Patricia Sekol, Annika Hofmann, Thomas Thäwel, Christian J. Riedl, Florian Wünnemann, Miguel A. Ibarra-Arellano, Tim Trobisch, Philipp Eisele, Denis Schapiro, Maximilian Haeussler, Simon Hametner, Julio Saez-Rodriguez, Lucas Schirmer
bioRxiv 2022.11.03.514906; doi: https://doi.org/10.1101/2022.11.03.514906
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Spatial cell type mapping of multiple sclerosis lesions
Celia Lerma-Martin, Pau Badia-i-Mompel, Ricardo O. Ramirez Flores, Patricia Sekol, Annika Hofmann, Thomas Thäwel, Christian J. Riedl, Florian Wünnemann, Miguel A. Ibarra-Arellano, Tim Trobisch, Philipp Eisele, Denis Schapiro, Maximilian Haeussler, Simon Hametner, Julio Saez-Rodriguez, Lucas Schirmer
bioRxiv 2022.11.03.514906; doi: https://doi.org/10.1101/2022.11.03.514906

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