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Bioinformatic identification of hub genes and key pathways in neutrophils of patients with acute respiratory distress syndrome

Acute respiratory distress syndrome (ARDS) is characterized as a neutrophil-dominant disorder without effective pharmacological interventions. Knowledge of neutrophils in ARDS patients at the transcriptome level is still limited. We aimed to identify the hub genes and key pathways in neutrophils of...

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Autores principales: Hu, Lan, Zhao, Tianxin, Sun, Yuelin, Chen, Yingfu, Bai, Ke, Xu, Feng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Wolters Kluwer Health 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7220668/
https://www.ncbi.nlm.nih.gov/pubmed/32282748
http://dx.doi.org/10.1097/MD.0000000000019820
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author Hu, Lan
Zhao, Tianxin
Sun, Yuelin
Chen, Yingfu
Bai, Ke
Xu, Feng
author_facet Hu, Lan
Zhao, Tianxin
Sun, Yuelin
Chen, Yingfu
Bai, Ke
Xu, Feng
author_sort Hu, Lan
collection PubMed
description Acute respiratory distress syndrome (ARDS) is characterized as a neutrophil-dominant disorder without effective pharmacological interventions. Knowledge of neutrophils in ARDS patients at the transcriptome level is still limited. We aimed to identify the hub genes and key pathways in neutrophils of patients with ARDS. The transcriptional profiles of neutrophils from ARDS patients and healthy volunteers were obtained from the GSE76293 dataset. The differentially expressed genes (DEGs) between ARDS and healthy samples were screened using the limma R package. Subsequently, functional and pathway enrichment analyses were performed based on the database for annotation, visualization, and integrated discovery (DAVID). The construction of a protein–protein interaction network was carried out using the search tool for the retrieval of interacting genes (STRING) database and the network was visualized by Cytoscape software. The Cytoscape plugins cytoHubba and MCODE were used to identify hub genes and significant modules. Finally, 136 upregulated genes and 95 downregulated genes were identified. Gene ontology analyses revealed MHC class II plays a major role in functional annotations. SLC11A1, ARG1, CHI3L1, HP, LCN2, and MMP8 were identified as hub genes, and they were all involved in the neutrophil degranulation pathway. The MAPK and neutrophil degranulation pathways in neutrophils were considered as key pathways in the pathogenesis of ARDS. This study improves our understanding of the biological characteristics of neutrophils and the mechanisms underlying ARDS, and key pathways and hub genes identified in this work can serve as targets for novel ARDS treatment strategies.
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spelling pubmed-72206682020-06-15 Bioinformatic identification of hub genes and key pathways in neutrophils of patients with acute respiratory distress syndrome Hu, Lan Zhao, Tianxin Sun, Yuelin Chen, Yingfu Bai, Ke Xu, Feng Medicine (Baltimore) 3900 Acute respiratory distress syndrome (ARDS) is characterized as a neutrophil-dominant disorder without effective pharmacological interventions. Knowledge of neutrophils in ARDS patients at the transcriptome level is still limited. We aimed to identify the hub genes and key pathways in neutrophils of patients with ARDS. The transcriptional profiles of neutrophils from ARDS patients and healthy volunteers were obtained from the GSE76293 dataset. The differentially expressed genes (DEGs) between ARDS and healthy samples were screened using the limma R package. Subsequently, functional and pathway enrichment analyses were performed based on the database for annotation, visualization, and integrated discovery (DAVID). The construction of a protein–protein interaction network was carried out using the search tool for the retrieval of interacting genes (STRING) database and the network was visualized by Cytoscape software. The Cytoscape plugins cytoHubba and MCODE were used to identify hub genes and significant modules. Finally, 136 upregulated genes and 95 downregulated genes were identified. Gene ontology analyses revealed MHC class II plays a major role in functional annotations. SLC11A1, ARG1, CHI3L1, HP, LCN2, and MMP8 were identified as hub genes, and they were all involved in the neutrophil degranulation pathway. The MAPK and neutrophil degranulation pathways in neutrophils were considered as key pathways in the pathogenesis of ARDS. This study improves our understanding of the biological characteristics of neutrophils and the mechanisms underlying ARDS, and key pathways and hub genes identified in this work can serve as targets for novel ARDS treatment strategies. Wolters Kluwer Health 2020-04-10 /pmc/articles/PMC7220668/ /pubmed/32282748 http://dx.doi.org/10.1097/MD.0000000000019820 Text en Copyright © 2020 the Author(s). Published by Wolters Kluwer Health, Inc. http://creativecommons.org/licenses/by-nc/4.0 This is an open access article distributed under the terms of the Creative Commons Attribution-Non Commercial License 4.0 (CCBY-NC), where it is permissible to download, share, remix, transform, and buildup the work provided it is properly cited. The work cannot be used commercially without permission from the journal. http://creativecommons.org/licenses/by-nc/4.0
spellingShingle 3900
Hu, Lan
Zhao, Tianxin
Sun, Yuelin
Chen, Yingfu
Bai, Ke
Xu, Feng
Bioinformatic identification of hub genes and key pathways in neutrophils of patients with acute respiratory distress syndrome
title Bioinformatic identification of hub genes and key pathways in neutrophils of patients with acute respiratory distress syndrome
title_full Bioinformatic identification of hub genes and key pathways in neutrophils of patients with acute respiratory distress syndrome
title_fullStr Bioinformatic identification of hub genes and key pathways in neutrophils of patients with acute respiratory distress syndrome
title_full_unstemmed Bioinformatic identification of hub genes and key pathways in neutrophils of patients with acute respiratory distress syndrome
title_short Bioinformatic identification of hub genes and key pathways in neutrophils of patients with acute respiratory distress syndrome
title_sort bioinformatic identification of hub genes and key pathways in neutrophils of patients with acute respiratory distress syndrome
topic 3900
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7220668/
https://www.ncbi.nlm.nih.gov/pubmed/32282748
http://dx.doi.org/10.1097/MD.0000000000019820
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