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M2 macrophage-related gene signature in chronic rhinosinusitis with nasal polyps
BACKGROUND: Chronic rhinosinusitis with nasal polyps (CRSwNP) is a common sinonasal inflammatory disorder with high heterogeneity. Increasing evidence have indicated that the infiltration of macrophages especially M2 macrophages play pivotal roles in the pathogenesis of CRSwNP, but the underlying me...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9712459/ https://www.ncbi.nlm.nih.gov/pubmed/36466903 http://dx.doi.org/10.3389/fimmu.2022.1047930 |
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author | Zhu, Ying Sun, Xiwen Tan, Shaolin Luo, Chunyu Zhou, Jiayao Zhang, Shiyao Li, Zhipeng Lin, Hai Zhang, Weitian |
author_facet | Zhu, Ying Sun, Xiwen Tan, Shaolin Luo, Chunyu Zhou, Jiayao Zhang, Shiyao Li, Zhipeng Lin, Hai Zhang, Weitian |
author_sort | Zhu, Ying |
collection | PubMed |
description | BACKGROUND: Chronic rhinosinusitis with nasal polyps (CRSwNP) is a common sinonasal inflammatory disorder with high heterogeneity. Increasing evidence have indicated that the infiltration of macrophages especially M2 macrophages play pivotal roles in the pathogenesis of CRSwNP, but the underlying mechanisms remain undetermined. This study sought to identify potential biomarkers related to M2 macrophages in CRSwNP. METHODS: The expression datasets of GSE136825 and GSE179265 were download from Gene Expression Omnibus (GEO) database and merged. Then, CIBERSORT and weighted gene co-expression network analysis (WGCNA) algorithms were applied to identify M2 macrophage-related gene modules. Thereafter, differentially expressed genes (DEGs) related to M2 macrophages were selected to perform functional enrichment analyses. A protein-protein interaction (PPI) network was built to identify hub genes and quantitative real-time reverse transcriptions PCR was used to verify the bioinformatics results. RESULTS: A total of 92 DEGs associated with M2 macrophages were identified for further analysis. The results of Gene ontology (GO) and Kyoto Encyclopedia of genes and genomes (KEGG) analyses illustrated that M2 macrophage-associated DEGs primarily enriched in immune responses and extracellular matrix structure. PPI network analysis identified 18 hub genes related to M2 macrophages that might be pivotal in the pathogenesis of CRSwNP. After verification, AIF1, C1QA, C1QB, C3AR1, CCR1, CD163, CD4, CD53, CD86, CSF1R, CYBB, FCER1G, FCGR3A, IL10RA, ITGB2, LAPTM5, PLEK, TYROBP were identified as potential M2 macrophage-related biomarkers for CRSwNP. CONCLUSION: These findings yield new insights into the hub genes and mechanisms related to M2 macrophages in the pathogenesis of CRSwNP. Further studies of these hub genes would help better understand the disease progression and identify potential treatment targets. |
format | Online Article Text |
id | pubmed-9712459 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-97124592022-12-02 M2 macrophage-related gene signature in chronic rhinosinusitis with nasal polyps Zhu, Ying Sun, Xiwen Tan, Shaolin Luo, Chunyu Zhou, Jiayao Zhang, Shiyao Li, Zhipeng Lin, Hai Zhang, Weitian Front Immunol Immunology BACKGROUND: Chronic rhinosinusitis with nasal polyps (CRSwNP) is a common sinonasal inflammatory disorder with high heterogeneity. Increasing evidence have indicated that the infiltration of macrophages especially M2 macrophages play pivotal roles in the pathogenesis of CRSwNP, but the underlying mechanisms remain undetermined. This study sought to identify potential biomarkers related to M2 macrophages in CRSwNP. METHODS: The expression datasets of GSE136825 and GSE179265 were download from Gene Expression Omnibus (GEO) database and merged. Then, CIBERSORT and weighted gene co-expression network analysis (WGCNA) algorithms were applied to identify M2 macrophage-related gene modules. Thereafter, differentially expressed genes (DEGs) related to M2 macrophages were selected to perform functional enrichment analyses. A protein-protein interaction (PPI) network was built to identify hub genes and quantitative real-time reverse transcriptions PCR was used to verify the bioinformatics results. RESULTS: A total of 92 DEGs associated with M2 macrophages were identified for further analysis. The results of Gene ontology (GO) and Kyoto Encyclopedia of genes and genomes (KEGG) analyses illustrated that M2 macrophage-associated DEGs primarily enriched in immune responses and extracellular matrix structure. PPI network analysis identified 18 hub genes related to M2 macrophages that might be pivotal in the pathogenesis of CRSwNP. After verification, AIF1, C1QA, C1QB, C3AR1, CCR1, CD163, CD4, CD53, CD86, CSF1R, CYBB, FCER1G, FCGR3A, IL10RA, ITGB2, LAPTM5, PLEK, TYROBP were identified as potential M2 macrophage-related biomarkers for CRSwNP. CONCLUSION: These findings yield new insights into the hub genes and mechanisms related to M2 macrophages in the pathogenesis of CRSwNP. Further studies of these hub genes would help better understand the disease progression and identify potential treatment targets. Frontiers Media S.A. 2022-11-17 /pmc/articles/PMC9712459/ /pubmed/36466903 http://dx.doi.org/10.3389/fimmu.2022.1047930 Text en Copyright © 2022 Zhu, Sun, Tan, Luo, Zhou, Zhang, Li, Lin and Zhang 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 | Immunology Zhu, Ying Sun, Xiwen Tan, Shaolin Luo, Chunyu Zhou, Jiayao Zhang, Shiyao Li, Zhipeng Lin, Hai Zhang, Weitian M2 macrophage-related gene signature in chronic rhinosinusitis with nasal polyps |
title | M2 macrophage-related gene signature in chronic rhinosinusitis with nasal polyps |
title_full | M2 macrophage-related gene signature in chronic rhinosinusitis with nasal polyps |
title_fullStr | M2 macrophage-related gene signature in chronic rhinosinusitis with nasal polyps |
title_full_unstemmed | M2 macrophage-related gene signature in chronic rhinosinusitis with nasal polyps |
title_short | M2 macrophage-related gene signature in chronic rhinosinusitis with nasal polyps |
title_sort | m2 macrophage-related gene signature in chronic rhinosinusitis with nasal polyps |
topic | Immunology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9712459/ https://www.ncbi.nlm.nih.gov/pubmed/36466903 http://dx.doi.org/10.3389/fimmu.2022.1047930 |
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