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Comprehensive analysis of m(6)A regulators characterized by the immune microenvironment in Duchenne muscular dystrophy
BACKGROUND: Duchenne muscular dystrophy (DMD) is an X-linked, incurable, degenerative neuromuscular disease that is exacerbated by secondary inflammation. N(6)-methyladenosine (m(6)A), the most common base modification of RNA, has pleiotropic immunomodulatory effects in many diseases. However, the r...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10334523/ https://www.ncbi.nlm.nih.gov/pubmed/37434186 http://dx.doi.org/10.1186/s12967-023-04301-5 |
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author | Han, Xu Ji, Guang Wang, Ning Yi, Le Mao, Yafei Deng, Jinliang Wu, Hongran Ma, Shaojuan Han, Jingzhe Bu, Yi Fang, Pingping Liu, Juyi Sun, Fanzhe Song, Xueqin |
author_facet | Han, Xu Ji, Guang Wang, Ning Yi, Le Mao, Yafei Deng, Jinliang Wu, Hongran Ma, Shaojuan Han, Jingzhe Bu, Yi Fang, Pingping Liu, Juyi Sun, Fanzhe Song, Xueqin |
author_sort | Han, Xu |
collection | PubMed |
description | BACKGROUND: Duchenne muscular dystrophy (DMD) is an X-linked, incurable, degenerative neuromuscular disease that is exacerbated by secondary inflammation. N(6)-methyladenosine (m(6)A), the most common base modification of RNA, has pleiotropic immunomodulatory effects in many diseases. However, the role of m(6)A modification in the immune microenvironment of DMD remains elusive. METHODS: Our study retrospectively analyzed the expression data of 56 muscle tissues from DMD patients and 26 from non-muscular dystrophy individuals. Based on single sample gene set enrichment analysis, immune cells infiltration was identified and the result was validated by flow cytometry analysis and immunohistochemical staining. Then, we described the features of genetic variation in 26 m(6)A regulators and explored their relationship with the immune mircoenvironment of DMD patients through a series of bioinformatical analysis. At last, we determined subtypes of DMD patients by unsupervised clustering analysis and characterized the molecular and immune characteristics in different subgroups. RESULTS: DMD patients have a sophisticated immune microenvironment that is significantly different from non-DMD controls. Numerous m(6)A regulators were aberrantly expressed in the muscle tissues of DMD and inversely related to most muscle-infiltrating immune cell types and immune response-related signaling pathways. A diagnostic model involving seven m(6)A regulators was established using LASSO. Furthermore, we determined three m(6)A modification patterns (cluster A/B/C) with distinct immune microenvironmental characteristics. CONCLUSION: In summary, our study demonstrated that m(6)A regulators are intimately linked to the immune microenvironment of muscle tissues in DMD. These findings may facilitate a better understanding of the immunomodulatory mechanisms in DMD and provide novel strategies for the treatment. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12967-023-04301-5. |
format | Online Article Text |
id | pubmed-10334523 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-103345232023-07-12 Comprehensive analysis of m(6)A regulators characterized by the immune microenvironment in Duchenne muscular dystrophy Han, Xu Ji, Guang Wang, Ning Yi, Le Mao, Yafei Deng, Jinliang Wu, Hongran Ma, Shaojuan Han, Jingzhe Bu, Yi Fang, Pingping Liu, Juyi Sun, Fanzhe Song, Xueqin J Transl Med Research BACKGROUND: Duchenne muscular dystrophy (DMD) is an X-linked, incurable, degenerative neuromuscular disease that is exacerbated by secondary inflammation. N(6)-methyladenosine (m(6)A), the most common base modification of RNA, has pleiotropic immunomodulatory effects in many diseases. However, the role of m(6)A modification in the immune microenvironment of DMD remains elusive. METHODS: Our study retrospectively analyzed the expression data of 56 muscle tissues from DMD patients and 26 from non-muscular dystrophy individuals. Based on single sample gene set enrichment analysis, immune cells infiltration was identified and the result was validated by flow cytometry analysis and immunohistochemical staining. Then, we described the features of genetic variation in 26 m(6)A regulators and explored their relationship with the immune mircoenvironment of DMD patients through a series of bioinformatical analysis. At last, we determined subtypes of DMD patients by unsupervised clustering analysis and characterized the molecular and immune characteristics in different subgroups. RESULTS: DMD patients have a sophisticated immune microenvironment that is significantly different from non-DMD controls. Numerous m(6)A regulators were aberrantly expressed in the muscle tissues of DMD and inversely related to most muscle-infiltrating immune cell types and immune response-related signaling pathways. A diagnostic model involving seven m(6)A regulators was established using LASSO. Furthermore, we determined three m(6)A modification patterns (cluster A/B/C) with distinct immune microenvironmental characteristics. CONCLUSION: In summary, our study demonstrated that m(6)A regulators are intimately linked to the immune microenvironment of muscle tissues in DMD. These findings may facilitate a better understanding of the immunomodulatory mechanisms in DMD and provide novel strategies for the treatment. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12967-023-04301-5. BioMed Central 2023-07-11 /pmc/articles/PMC10334523/ /pubmed/37434186 http://dx.doi.org/10.1186/s12967-023-04301-5 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/) . 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 Han, Xu Ji, Guang Wang, Ning Yi, Le Mao, Yafei Deng, Jinliang Wu, Hongran Ma, Shaojuan Han, Jingzhe Bu, Yi Fang, Pingping Liu, Juyi Sun, Fanzhe Song, Xueqin Comprehensive analysis of m(6)A regulators characterized by the immune microenvironment in Duchenne muscular dystrophy |
title | Comprehensive analysis of m(6)A regulators characterized by the immune microenvironment in Duchenne muscular dystrophy |
title_full | Comprehensive analysis of m(6)A regulators characterized by the immune microenvironment in Duchenne muscular dystrophy |
title_fullStr | Comprehensive analysis of m(6)A regulators characterized by the immune microenvironment in Duchenne muscular dystrophy |
title_full_unstemmed | Comprehensive analysis of m(6)A regulators characterized by the immune microenvironment in Duchenne muscular dystrophy |
title_short | Comprehensive analysis of m(6)A regulators characterized by the immune microenvironment in Duchenne muscular dystrophy |
title_sort | comprehensive analysis of m(6)a regulators characterized by the immune microenvironment in duchenne muscular dystrophy |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10334523/ https://www.ncbi.nlm.nih.gov/pubmed/37434186 http://dx.doi.org/10.1186/s12967-023-04301-5 |
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