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N6-methyladenosine modulation classes and immune microenvironment regulation in ischemic stroke
N6-methyladenosine (m6A) modifications play an important role in the differentiation and regulation of immune cells. However, research on m6A in ischemic stroke (IS) is still in its infancy, and their role of the immune microenvironment remains unknown. In this study, we systematically assessed the...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2022
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9907088/ https://www.ncbi.nlm.nih.gov/pubmed/36762188 http://dx.doi.org/10.3389/fnmol.2022.1013076 |
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author | Tao, Hongmiao Dong, Lihua Li, Lin |
author_facet | Tao, Hongmiao Dong, Lihua Li, Lin |
author_sort | Tao, Hongmiao |
collection | PubMed |
description | N6-methyladenosine (m6A) modifications play an important role in the differentiation and regulation of immune cells. However, research on m6A in ischemic stroke (IS) is still in its infancy, and their role of the immune microenvironment remains unknown. In this study, we systematically assessed the modification classes of m6A regulators in IS based on the GEO database (GSE16561 and GSE22255). We found that in IS patients, IGF2BP2, IGF2BP1, and YTHDF2 expression was significantly upregulated, and ELAVL1, LRPPRC, METTL3, ALKBH5, CBLL1, and METTL14 expression was significantly downregulated. Seven IS-related genes (ELAVL1, IGF2BP2, LRPPRC, YTHDF2, ALKBH5, METTL14, and YTHDC1) were finally screened by logistic and least absolute shrinkage and selection operator (LASSO) regressions, and the AUC of the riskScore was 0.942, which was a good classification. For immune infiltration, there were highly significant differences in memory B cells, CD8 T cells, monocytes, activated dendritic cells, and mast cells between IS and normal samples. The IS samples were grouped into three classes by consistent clustering, and 15 m6A genes were differentially expressed in the different classes. Multiple infiltrating immune cells, immune-associated genes, and HLA-associated genes differed significantly across m6A modification classes, indicating the diversity and complexity of m6A modifications in the immune microenvironment of IS. Finally, 487 genes associated with the m6A modification class were identified, and 227 potential drugs were found. Our findings demonstrated that m6A modification plays a crucial role in the immune regulation of IS. |
format | Online Article Text |
id | pubmed-9907088 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-99070882023-02-08 N6-methyladenosine modulation classes and immune microenvironment regulation in ischemic stroke Tao, Hongmiao Dong, Lihua Li, Lin Front Mol Neurosci Molecular Neuroscience N6-methyladenosine (m6A) modifications play an important role in the differentiation and regulation of immune cells. However, research on m6A in ischemic stroke (IS) is still in its infancy, and their role of the immune microenvironment remains unknown. In this study, we systematically assessed the modification classes of m6A regulators in IS based on the GEO database (GSE16561 and GSE22255). We found that in IS patients, IGF2BP2, IGF2BP1, and YTHDF2 expression was significantly upregulated, and ELAVL1, LRPPRC, METTL3, ALKBH5, CBLL1, and METTL14 expression was significantly downregulated. Seven IS-related genes (ELAVL1, IGF2BP2, LRPPRC, YTHDF2, ALKBH5, METTL14, and YTHDC1) were finally screened by logistic and least absolute shrinkage and selection operator (LASSO) regressions, and the AUC of the riskScore was 0.942, which was a good classification. For immune infiltration, there were highly significant differences in memory B cells, CD8 T cells, monocytes, activated dendritic cells, and mast cells between IS and normal samples. The IS samples were grouped into three classes by consistent clustering, and 15 m6A genes were differentially expressed in the different classes. Multiple infiltrating immune cells, immune-associated genes, and HLA-associated genes differed significantly across m6A modification classes, indicating the diversity and complexity of m6A modifications in the immune microenvironment of IS. Finally, 487 genes associated with the m6A modification class were identified, and 227 potential drugs were found. Our findings demonstrated that m6A modification plays a crucial role in the immune regulation of IS. Frontiers Media S.A. 2022-12-23 /pmc/articles/PMC9907088/ /pubmed/36762188 http://dx.doi.org/10.3389/fnmol.2022.1013076 Text en Copyright © 2022 Tao, Dong and Li. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Molecular Neuroscience Tao, Hongmiao Dong, Lihua Li, Lin N6-methyladenosine modulation classes and immune microenvironment regulation in ischemic stroke |
title | N6-methyladenosine modulation classes and immune microenvironment regulation in ischemic stroke |
title_full | N6-methyladenosine modulation classes and immune microenvironment regulation in ischemic stroke |
title_fullStr | N6-methyladenosine modulation classes and immune microenvironment regulation in ischemic stroke |
title_full_unstemmed | N6-methyladenosine modulation classes and immune microenvironment regulation in ischemic stroke |
title_short | N6-methyladenosine modulation classes and immune microenvironment regulation in ischemic stroke |
title_sort | n6-methyladenosine modulation classes and immune microenvironment regulation in ischemic stroke |
topic | Molecular Neuroscience |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9907088/ https://www.ncbi.nlm.nih.gov/pubmed/36762188 http://dx.doi.org/10.3389/fnmol.2022.1013076 |
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