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Spatial transcriptomics reveal markers of histopathological changes in Duchenne muscular dystrophy mouse models
Duchenne muscular dystrophy is caused by mutations in the DMD gene, leading to lack of dystrophin. Chronic muscle damage eventually leads to histological alterations in skeletal muscles. The identification of genes and cell types driving tissue remodeling is a key step to developing effective therap...
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/PMC10427630/ https://www.ncbi.nlm.nih.gov/pubmed/37582915 http://dx.doi.org/10.1038/s41467-023-40555-9 |
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author | Heezen, L.G.M. Abdelaal, T. van Putten, M. Aartsma-Rus, A. Mahfouz, A. Spitali, P. |
author_facet | Heezen, L.G.M. Abdelaal, T. van Putten, M. Aartsma-Rus, A. Mahfouz, A. Spitali, P. |
author_sort | Heezen, L.G.M. |
collection | PubMed |
description | Duchenne muscular dystrophy is caused by mutations in the DMD gene, leading to lack of dystrophin. Chronic muscle damage eventually leads to histological alterations in skeletal muscles. The identification of genes and cell types driving tissue remodeling is a key step to developing effective therapies. Here we use spatial transcriptomics in two Duchenne muscular dystrophy mouse models differing in disease severity to identify gene expression signatures underlying skeletal muscle pathology and to directly link gene expression to muscle histology. We perform deconvolution analysis to identify cell types contributing to histological alterations. We show increased expression of specific genes in areas of muscle regeneration (Myl4, Sparc, Hspg2), fibrosis (Vim, Fn1, Thbs4) and calcification (Bgn, Ctsk, Spp1). These findings are confirmed by smFISH. Finally, we use differentiation dynamic analysis in the D2-mdx muscle to identify muscle fibers in the present state that are predicted to become affected in the future state. |
format | Online Article Text |
id | pubmed-10427630 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-104276302023-08-17 Spatial transcriptomics reveal markers of histopathological changes in Duchenne muscular dystrophy mouse models Heezen, L.G.M. Abdelaal, T. van Putten, M. Aartsma-Rus, A. Mahfouz, A. Spitali, P. Nat Commun Article Duchenne muscular dystrophy is caused by mutations in the DMD gene, leading to lack of dystrophin. Chronic muscle damage eventually leads to histological alterations in skeletal muscles. The identification of genes and cell types driving tissue remodeling is a key step to developing effective therapies. Here we use spatial transcriptomics in two Duchenne muscular dystrophy mouse models differing in disease severity to identify gene expression signatures underlying skeletal muscle pathology and to directly link gene expression to muscle histology. We perform deconvolution analysis to identify cell types contributing to histological alterations. We show increased expression of specific genes in areas of muscle regeneration (Myl4, Sparc, Hspg2), fibrosis (Vim, Fn1, Thbs4) and calcification (Bgn, Ctsk, Spp1). These findings are confirmed by smFISH. Finally, we use differentiation dynamic analysis in the D2-mdx muscle to identify muscle fibers in the present state that are predicted to become affected in the future state. Nature Publishing Group UK 2023-08-15 /pmc/articles/PMC10427630/ /pubmed/37582915 http://dx.doi.org/10.1038/s41467-023-40555-9 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 Heezen, L.G.M. Abdelaal, T. van Putten, M. Aartsma-Rus, A. Mahfouz, A. Spitali, P. Spatial transcriptomics reveal markers of histopathological changes in Duchenne muscular dystrophy mouse models |
title | Spatial transcriptomics reveal markers of histopathological changes in Duchenne muscular dystrophy mouse models |
title_full | Spatial transcriptomics reveal markers of histopathological changes in Duchenne muscular dystrophy mouse models |
title_fullStr | Spatial transcriptomics reveal markers of histopathological changes in Duchenne muscular dystrophy mouse models |
title_full_unstemmed | Spatial transcriptomics reveal markers of histopathological changes in Duchenne muscular dystrophy mouse models |
title_short | Spatial transcriptomics reveal markers of histopathological changes in Duchenne muscular dystrophy mouse models |
title_sort | spatial transcriptomics reveal markers of histopathological changes in duchenne muscular dystrophy mouse models |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10427630/ https://www.ncbi.nlm.nih.gov/pubmed/37582915 http://dx.doi.org/10.1038/s41467-023-40555-9 |
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