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N6-methyladenine regulator-mediated RNA methylation modification patterns in immune microenvironment regulation of osteoarthritis
Background: Osteoarthritis is a common chronic degenerative disease, and recently, an increasing number of studies have shown that immunity plays an important role in the progression of osteoarthritis, which is exacerbated by local inflammation. The role of N6-methyladenine (m(6)A) modification in i...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9908960/ https://www.ncbi.nlm.nih.gov/pubmed/36777725 http://dx.doi.org/10.3389/fgene.2023.1113515 |
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author | Gu, Yong Wang, Zhengming Wang, Rui Yang, Yunshang Tong, Peijian Lv, Shuaijie Xiao, Long Wang, Zhirong |
author_facet | Gu, Yong Wang, Zhengming Wang, Rui Yang, Yunshang Tong, Peijian Lv, Shuaijie Xiao, Long Wang, Zhirong |
author_sort | Gu, Yong |
collection | PubMed |
description | Background: Osteoarthritis is a common chronic degenerative disease, and recently, an increasing number of studies have shown that immunity plays an important role in the progression of osteoarthritis, which is exacerbated by local inflammation. The role of N6-methyladenine (m(6)A) modification in immunity is being explored. However, the role of m(6)A modification in regulating the immune microenvironment of osteoarthritis remains unknown. In this study, we sought to discuss the association between the N6-methyladenine (m(6)A) modification and the immune microenvironment of osteoarthritis. Methods: First, the data and gene expression profiles of 139 samples, including 33 healthy samples and 106 osteoarthritis samples, were obtained from the Genetics osteoARthritis and Progression (GARP) study. Then the differences in m(6)A regulators between healthy individuals and osteoarthritis patients were analyzed. The correlation between m(6)A regulators and immune characteristics was also investigated by single-sample gene set enrichment analysis (ssGSEA). Principal component analysis (PCA), Gene Set Variation Analysis (GSVA) enrichment analysis, weighted gene coexpression network analysis (WGCNA), and Associated R packages were used to identify the m(6)A phenotype and its biological functions. Results: A total of 23 m(6)A regulators were involved in this study. We found a close correlation between most m(6)A regulators in all samples as well as in osteoarthritis samples. VIRMA and LRPPRC were the most highly correlated m(6)A regulators and showed a positive correlation, whereas VIRMA and RBM15B were the most negatively correlated. M(6)A regulators are associated with osteoarthritis immune characteristics. For example, MDSC cell abundance was strongly correlated with RBM15B and HNRNPC. Meanwhile, RBM15B and HNRNPC were important effectors of natural killer cell immune responses. IGFBP3 is an important regulator of cytolytic activity immune function. We performed an unsupervised consensus cluster analysis of the osteoarthritis samples based on the expression of 23 m(6)A regulators. Three different m(6)A subtypes of osteoarthritis were identified, including 27 samples in subtype C1, 21 samples in subtype C2, and 58 samples in subtype C3. Different m(6)A subtypes have unique biological pathways and play different roles in the immune microenvironment of osteoarthritis. Conclusion: The m(6)A modification plays a crucial role in the diversity and complexity of the immune microenvironment in osteoarthritis. |
format | Online Article Text |
id | pubmed-9908960 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-99089602023-02-10 N6-methyladenine regulator-mediated RNA methylation modification patterns in immune microenvironment regulation of osteoarthritis Gu, Yong Wang, Zhengming Wang, Rui Yang, Yunshang Tong, Peijian Lv, Shuaijie Xiao, Long Wang, Zhirong Front Genet Genetics Background: Osteoarthritis is a common chronic degenerative disease, and recently, an increasing number of studies have shown that immunity plays an important role in the progression of osteoarthritis, which is exacerbated by local inflammation. The role of N6-methyladenine (m(6)A) modification in immunity is being explored. However, the role of m(6)A modification in regulating the immune microenvironment of osteoarthritis remains unknown. In this study, we sought to discuss the association between the N6-methyladenine (m(6)A) modification and the immune microenvironment of osteoarthritis. Methods: First, the data and gene expression profiles of 139 samples, including 33 healthy samples and 106 osteoarthritis samples, were obtained from the Genetics osteoARthritis and Progression (GARP) study. Then the differences in m(6)A regulators between healthy individuals and osteoarthritis patients were analyzed. The correlation between m(6)A regulators and immune characteristics was also investigated by single-sample gene set enrichment analysis (ssGSEA). Principal component analysis (PCA), Gene Set Variation Analysis (GSVA) enrichment analysis, weighted gene coexpression network analysis (WGCNA), and Associated R packages were used to identify the m(6)A phenotype and its biological functions. Results: A total of 23 m(6)A regulators were involved in this study. We found a close correlation between most m(6)A regulators in all samples as well as in osteoarthritis samples. VIRMA and LRPPRC were the most highly correlated m(6)A regulators and showed a positive correlation, whereas VIRMA and RBM15B were the most negatively correlated. M(6)A regulators are associated with osteoarthritis immune characteristics. For example, MDSC cell abundance was strongly correlated with RBM15B and HNRNPC. Meanwhile, RBM15B and HNRNPC were important effectors of natural killer cell immune responses. IGFBP3 is an important regulator of cytolytic activity immune function. We performed an unsupervised consensus cluster analysis of the osteoarthritis samples based on the expression of 23 m(6)A regulators. Three different m(6)A subtypes of osteoarthritis were identified, including 27 samples in subtype C1, 21 samples in subtype C2, and 58 samples in subtype C3. Different m(6)A subtypes have unique biological pathways and play different roles in the immune microenvironment of osteoarthritis. Conclusion: The m(6)A modification plays a crucial role in the diversity and complexity of the immune microenvironment in osteoarthritis. Frontiers Media S.A. 2023-01-26 /pmc/articles/PMC9908960/ /pubmed/36777725 http://dx.doi.org/10.3389/fgene.2023.1113515 Text en Copyright © 2023 Gu, Wang, Wang, Yang, Tong, Lv, Xiao and Wang. 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 | Genetics Gu, Yong Wang, Zhengming Wang, Rui Yang, Yunshang Tong, Peijian Lv, Shuaijie Xiao, Long Wang, Zhirong N6-methyladenine regulator-mediated RNA methylation modification patterns in immune microenvironment regulation of osteoarthritis |
title | N6-methyladenine regulator-mediated RNA methylation modification patterns in immune microenvironment regulation of osteoarthritis |
title_full | N6-methyladenine regulator-mediated RNA methylation modification patterns in immune microenvironment regulation of osteoarthritis |
title_fullStr | N6-methyladenine regulator-mediated RNA methylation modification patterns in immune microenvironment regulation of osteoarthritis |
title_full_unstemmed | N6-methyladenine regulator-mediated RNA methylation modification patterns in immune microenvironment regulation of osteoarthritis |
title_short | N6-methyladenine regulator-mediated RNA methylation modification patterns in immune microenvironment regulation of osteoarthritis |
title_sort | n6-methyladenine regulator-mediated rna methylation modification patterns in immune microenvironment regulation of osteoarthritis |
topic | Genetics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9908960/ https://www.ncbi.nlm.nih.gov/pubmed/36777725 http://dx.doi.org/10.3389/fgene.2023.1113515 |
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