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Identification of Biomarkers Related to M2 Macrophage Infiltration in Alzheimer’s Disease

Many studies have demonstrated that neuroinflammation contributes to the onset and development of Alzheimer’s disease (AD). The infiltration of immune cells in the brain was observed in AD. The purpose of the present study was to verify potential mechanisms and screen out biomarkers related to immun...

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Autores principales: Lin, Caixiu, Xu, Congcong, Zhou, Yongji, Chen, Anqi, Jin, Baiye
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9367736/
https://www.ncbi.nlm.nih.gov/pubmed/35954209
http://dx.doi.org/10.3390/cells11152365
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author Lin, Caixiu
Xu, Congcong
Zhou, Yongji
Chen, Anqi
Jin, Baiye
author_facet Lin, Caixiu
Xu, Congcong
Zhou, Yongji
Chen, Anqi
Jin, Baiye
author_sort Lin, Caixiu
collection PubMed
description Many studies have demonstrated that neuroinflammation contributes to the onset and development of Alzheimer’s disease (AD). The infiltration of immune cells in the brain was observed in AD. The purpose of the present study was to verify potential mechanisms and screen out biomarkers related to immune infiltration in AD. We collected the expression profiling datasets of AD patients and healthy donors from the NCBI’s Gene Expression Omnibus (GEO) database. We confirmed that immune-related mechanisms were involved in AD using differentially expressed genes analysis and functional enrichment analysis. We then found that M2 macrophage infiltration was most positively correlated with AD according to the CIBERSORT algorithm and a weighted gene co-expression network analysis (WGCNA). TLR2, FCGR2A, ITGB2, NCKAP1L and CYBA were identified as hub genes correlated with M2 macrophage infiltration in AD. Furthermore, the expression levels of these hub genes were positively correlated with Aβ42 and β-secretase activity. A diagnostic model of these hub genes was constructed, which showed a high area under the curve (AUC) value in both the derivation and validation cohorts. Overall, our work further expanded our understanding of the immunological mechanisms of AD and provided new insights into therapeutic strategies in AD.
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spelling pubmed-93677362022-08-12 Identification of Biomarkers Related to M2 Macrophage Infiltration in Alzheimer’s Disease Lin, Caixiu Xu, Congcong Zhou, Yongji Chen, Anqi Jin, Baiye Cells Article Many studies have demonstrated that neuroinflammation contributes to the onset and development of Alzheimer’s disease (AD). The infiltration of immune cells in the brain was observed in AD. The purpose of the present study was to verify potential mechanisms and screen out biomarkers related to immune infiltration in AD. We collected the expression profiling datasets of AD patients and healthy donors from the NCBI’s Gene Expression Omnibus (GEO) database. We confirmed that immune-related mechanisms were involved in AD using differentially expressed genes analysis and functional enrichment analysis. We then found that M2 macrophage infiltration was most positively correlated with AD according to the CIBERSORT algorithm and a weighted gene co-expression network analysis (WGCNA). TLR2, FCGR2A, ITGB2, NCKAP1L and CYBA were identified as hub genes correlated with M2 macrophage infiltration in AD. Furthermore, the expression levels of these hub genes were positively correlated with Aβ42 and β-secretase activity. A diagnostic model of these hub genes was constructed, which showed a high area under the curve (AUC) value in both the derivation and validation cohorts. Overall, our work further expanded our understanding of the immunological mechanisms of AD and provided new insights into therapeutic strategies in AD. MDPI 2022-08-01 /pmc/articles/PMC9367736/ /pubmed/35954209 http://dx.doi.org/10.3390/cells11152365 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Lin, Caixiu
Xu, Congcong
Zhou, Yongji
Chen, Anqi
Jin, Baiye
Identification of Biomarkers Related to M2 Macrophage Infiltration in Alzheimer’s Disease
title Identification of Biomarkers Related to M2 Macrophage Infiltration in Alzheimer’s Disease
title_full Identification of Biomarkers Related to M2 Macrophage Infiltration in Alzheimer’s Disease
title_fullStr Identification of Biomarkers Related to M2 Macrophage Infiltration in Alzheimer’s Disease
title_full_unstemmed Identification of Biomarkers Related to M2 Macrophage Infiltration in Alzheimer’s Disease
title_short Identification of Biomarkers Related to M2 Macrophage Infiltration in Alzheimer’s Disease
title_sort identification of biomarkers related to m2 macrophage infiltration in alzheimer’s disease
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9367736/
https://www.ncbi.nlm.nih.gov/pubmed/35954209
http://dx.doi.org/10.3390/cells11152365
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