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Analysis of N6-Methyladenosine RNA Methylation Regulators in Diagnosis and Distinct Molecular Subtypes of Ankylosing Spondylitis
The most frequent internal modification in eukaryotic mRNA is N6-methyladenosine (m6A). However, what we know about the m6A regulators in Ankylosing spondylitis (AS) is still limited. In our study, eight distinct m6A regulators were selected utilizing Differentially Expressed Gene (DEG) analysis of...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9507730/ https://www.ncbi.nlm.nih.gov/pubmed/36157216 http://dx.doi.org/10.1155/2022/4942599 |
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author | Zhong, Cheng Liang, Jia-hua Chen, Zhen Zhong, Li-ping Sun, Guo-dong Xie, Wei-xing Wang, Dong-ping Zhuang, Wen-de Guo, Hao-hua Jin, Da-xiang Li, Yu-ming |
author_facet | Zhong, Cheng Liang, Jia-hua Chen, Zhen Zhong, Li-ping Sun, Guo-dong Xie, Wei-xing Wang, Dong-ping Zhuang, Wen-de Guo, Hao-hua Jin, Da-xiang Li, Yu-ming |
author_sort | Zhong, Cheng |
collection | PubMed |
description | The most frequent internal modification in eukaryotic mRNA is N6-methyladenosine (m6A). However, what we know about the m6A regulators in Ankylosing spondylitis (AS) is still limited. In our study, eight distinct m6A regulators were selected utilizing Differentially Expressed Gene (DEG) analysis of the Gene Expression Omnibus GSE73754 dataset for making comparisons between AS (Ankylosing spondylitis) and non-AS patients. The random forest model and the nomogram model were used to screen the eight candidate m6A regulators and evaluate their prediction accuracy for the occurrence of AS. Furthermore, based on the selected m6A regulators, the AS patients were divided into two subgroups, and we applied principal component analysis algorithms to calculate their m6A score and evaluate the m6A patterns. Our findings revealed that patients in cluster A were linked to activated CD4 T cell immunity and activated CD8 T cell immunity. With its major contributions in the area of immunology, our research in m6A patterns may benefit the future diagnosis and treatment strategies of AS. |
format | Online Article Text |
id | pubmed-9507730 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
spelling | pubmed-95077302022-09-24 Analysis of N6-Methyladenosine RNA Methylation Regulators in Diagnosis and Distinct Molecular Subtypes of Ankylosing Spondylitis Zhong, Cheng Liang, Jia-hua Chen, Zhen Zhong, Li-ping Sun, Guo-dong Xie, Wei-xing Wang, Dong-ping Zhuang, Wen-de Guo, Hao-hua Jin, Da-xiang Li, Yu-ming Dis Markers Research Article The most frequent internal modification in eukaryotic mRNA is N6-methyladenosine (m6A). However, what we know about the m6A regulators in Ankylosing spondylitis (AS) is still limited. In our study, eight distinct m6A regulators were selected utilizing Differentially Expressed Gene (DEG) analysis of the Gene Expression Omnibus GSE73754 dataset for making comparisons between AS (Ankylosing spondylitis) and non-AS patients. The random forest model and the nomogram model were used to screen the eight candidate m6A regulators and evaluate their prediction accuracy for the occurrence of AS. Furthermore, based on the selected m6A regulators, the AS patients were divided into two subgroups, and we applied principal component analysis algorithms to calculate their m6A score and evaluate the m6A patterns. Our findings revealed that patients in cluster A were linked to activated CD4 T cell immunity and activated CD8 T cell immunity. With its major contributions in the area of immunology, our research in m6A patterns may benefit the future diagnosis and treatment strategies of AS. Hindawi 2022-09-16 /pmc/articles/PMC9507730/ /pubmed/36157216 http://dx.doi.org/10.1155/2022/4942599 Text en Copyright © 2022 Cheng Zhong et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Zhong, Cheng Liang, Jia-hua Chen, Zhen Zhong, Li-ping Sun, Guo-dong Xie, Wei-xing Wang, Dong-ping Zhuang, Wen-de Guo, Hao-hua Jin, Da-xiang Li, Yu-ming Analysis of N6-Methyladenosine RNA Methylation Regulators in Diagnosis and Distinct Molecular Subtypes of Ankylosing Spondylitis |
title | Analysis of N6-Methyladenosine RNA Methylation Regulators in Diagnosis and Distinct Molecular Subtypes of Ankylosing Spondylitis |
title_full | Analysis of N6-Methyladenosine RNA Methylation Regulators in Diagnosis and Distinct Molecular Subtypes of Ankylosing Spondylitis |
title_fullStr | Analysis of N6-Methyladenosine RNA Methylation Regulators in Diagnosis and Distinct Molecular Subtypes of Ankylosing Spondylitis |
title_full_unstemmed | Analysis of N6-Methyladenosine RNA Methylation Regulators in Diagnosis and Distinct Molecular Subtypes of Ankylosing Spondylitis |
title_short | Analysis of N6-Methyladenosine RNA Methylation Regulators in Diagnosis and Distinct Molecular Subtypes of Ankylosing Spondylitis |
title_sort | analysis of n6-methyladenosine rna methylation regulators in diagnosis and distinct molecular subtypes of ankylosing spondylitis |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9507730/ https://www.ncbi.nlm.nih.gov/pubmed/36157216 http://dx.doi.org/10.1155/2022/4942599 |
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