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Identification and validation of candidate genes dysregulated in alveolar macrophages of acute respiratory distress syndrome
BACKGROUND: Acute respiratory distress syndrome (ARDS) is a common cause of death in ICU patients and its underlying mechanism remains unclear, which leads to its high mortality rate. This study aimed to identify candidate genes potentially implicating in the pathogenesis of ARDS and provide novel t...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
PeerJ Inc.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8555499/ https://www.ncbi.nlm.nih.gov/pubmed/34754619 http://dx.doi.org/10.7717/peerj.12312 |
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author | Mao, Yong Lv, Xin Xu, Wei Ying, Youguo Qin, Zonghe Liao, Handi Chen, Li Liu, Ya |
author_facet | Mao, Yong Lv, Xin Xu, Wei Ying, Youguo Qin, Zonghe Liao, Handi Chen, Li Liu, Ya |
author_sort | Mao, Yong |
collection | PubMed |
description | BACKGROUND: Acute respiratory distress syndrome (ARDS) is a common cause of death in ICU patients and its underlying mechanism remains unclear, which leads to its high mortality rate. This study aimed to identify candidate genes potentially implicating in the pathogenesis of ARDS and provide novel therapeutic targets. METHODS: Using bioinformatics tools, we searched for differentially expressed genes (DEGs) in an ARDS microarray dataset downloaded from the Gene Expression Omnibus (GEO) database. Afterwards, functional enrichment analysis of GO, KEGG, GSEA and WGCNA were carried out to investigate the potential involvement of these DEGs. Moreover, the Protein–protein interaction (PPI) network was constructed and molecular complexes and hub genes were identified, followed by prognosis analysis of the hub genes. Further, we performed qRT-PCR, Western Blot and flow cytometry analysis to detect candidate genes of CCR2 and FPR3 in macrophage model of LPS-induced ARDS and primary alveolar macrophages(AMs). Macrophage chemotaxis was evaluated using Transwell assay. RESULTS: DEGs mainly involved in myeloid leukocyte activation, cell chemotaxis, adenylate cyclase-modulating G protein-coupled receptor signaling pathway and cytokine-cytokine receptor interaction. Basing on the constructed PPI network, we identified five molecular complexes and 10 hub genes potentially participating in the pathogenesis of ARDS. It was observed that candidate genes of CCR2 and FPR3 were significantly over-expressed in primary alveolar macrophages from ARDS patients and macrophgae model of LPS-induced ARDS. Moreover, in vitro transwell assay demonstrated that CCR2 and FPR3 down-regulation, respectively, inhibited LPS-triggered macrophage chemotaxis toward CCL2. Finally, a positive correlation between FPR3 and CCR2 expression was confirmed using pearson correlation analysis and Western Blot assay. CONCLUSIONS: Our study identified CCR2 and FPR3 as the candidate genes which can promote macrophage chemotaxis through a possible interaction between FPR3 and CCL2/CCR2 axis and provided novel insights into ARDS pathogenesis. |
format | Online Article Text |
id | pubmed-8555499 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | PeerJ Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-85554992021-11-08 Identification and validation of candidate genes dysregulated in alveolar macrophages of acute respiratory distress syndrome Mao, Yong Lv, Xin Xu, Wei Ying, Youguo Qin, Zonghe Liao, Handi Chen, Li Liu, Ya PeerJ Bioinformatics BACKGROUND: Acute respiratory distress syndrome (ARDS) is a common cause of death in ICU patients and its underlying mechanism remains unclear, which leads to its high mortality rate. This study aimed to identify candidate genes potentially implicating in the pathogenesis of ARDS and provide novel therapeutic targets. METHODS: Using bioinformatics tools, we searched for differentially expressed genes (DEGs) in an ARDS microarray dataset downloaded from the Gene Expression Omnibus (GEO) database. Afterwards, functional enrichment analysis of GO, KEGG, GSEA and WGCNA were carried out to investigate the potential involvement of these DEGs. Moreover, the Protein–protein interaction (PPI) network was constructed and molecular complexes and hub genes were identified, followed by prognosis analysis of the hub genes. Further, we performed qRT-PCR, Western Blot and flow cytometry analysis to detect candidate genes of CCR2 and FPR3 in macrophage model of LPS-induced ARDS and primary alveolar macrophages(AMs). Macrophage chemotaxis was evaluated using Transwell assay. RESULTS: DEGs mainly involved in myeloid leukocyte activation, cell chemotaxis, adenylate cyclase-modulating G protein-coupled receptor signaling pathway and cytokine-cytokine receptor interaction. Basing on the constructed PPI network, we identified five molecular complexes and 10 hub genes potentially participating in the pathogenesis of ARDS. It was observed that candidate genes of CCR2 and FPR3 were significantly over-expressed in primary alveolar macrophages from ARDS patients and macrophgae model of LPS-induced ARDS. Moreover, in vitro transwell assay demonstrated that CCR2 and FPR3 down-regulation, respectively, inhibited LPS-triggered macrophage chemotaxis toward CCL2. Finally, a positive correlation between FPR3 and CCR2 expression was confirmed using pearson correlation analysis and Western Blot assay. CONCLUSIONS: Our study identified CCR2 and FPR3 as the candidate genes which can promote macrophage chemotaxis through a possible interaction between FPR3 and CCL2/CCR2 axis and provided novel insights into ARDS pathogenesis. PeerJ Inc. 2021-10-26 /pmc/articles/PMC8555499/ /pubmed/34754619 http://dx.doi.org/10.7717/peerj.12312 Text en ©2021 Mao et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, reproduction and adaptation in any medium and for any purpose provided that it is properly attributed. For attribution, the original author(s), title, publication source (PeerJ) and either DOI or URL of the article must be cited. |
spellingShingle | Bioinformatics Mao, Yong Lv, Xin Xu, Wei Ying, Youguo Qin, Zonghe Liao, Handi Chen, Li Liu, Ya Identification and validation of candidate genes dysregulated in alveolar macrophages of acute respiratory distress syndrome |
title | Identification and validation of candidate genes dysregulated in alveolar macrophages of acute respiratory distress syndrome |
title_full | Identification and validation of candidate genes dysregulated in alveolar macrophages of acute respiratory distress syndrome |
title_fullStr | Identification and validation of candidate genes dysregulated in alveolar macrophages of acute respiratory distress syndrome |
title_full_unstemmed | Identification and validation of candidate genes dysregulated in alveolar macrophages of acute respiratory distress syndrome |
title_short | Identification and validation of candidate genes dysregulated in alveolar macrophages of acute respiratory distress syndrome |
title_sort | identification and validation of candidate genes dysregulated in alveolar macrophages of acute respiratory distress syndrome |
topic | Bioinformatics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8555499/ https://www.ncbi.nlm.nih.gov/pubmed/34754619 http://dx.doi.org/10.7717/peerj.12312 |
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