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Bioinformatic identification of hub genes and key pathways in neutrophils of patients with acute respiratory distress syndrome
- Source :
- Medicine
- Publication Year :
- 2020
- Publisher :
- Ovid Technologies (Wolters Kluwer Health), 2020.
-
Abstract
- 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.
- Subjects :
- differentially expressed genes
ARDS
Neutrophils
Computational biology
MMP8
Cell Degranulation
CHI3L1
Major Histocompatibility Complex
Transcriptome
03 medical and health sciences
0302 clinical medicine
Quality Improvement Study
Humans
Medicine
Protein Interaction Maps
030212 general & internal medicine
ARG1
Gene
SLC11A1
Respiratory Distress Syndrome
biology
business.industry
Gene Expression Profiling
Computational Biology
hub genes
bioinformatics
General Medicine
acute respiratory distress syndrome
neutrophil degranulation pathway
medicine.disease
Quality Improvement
Up-Regulation
Gene Ontology
030220 oncology & carcinogenesis
MAPK signaling pathway
biology.protein
Neutrophil degranulation
Mitogen-Activated Protein Kinases
business
Software
Research Article
Subjects
Details
- ISSN :
- 15365964 and 00257974
- Volume :
- 99
- Database :
- OpenAIRE
- Journal :
- Medicine
- Accession number :
- edsair.doi.dedup.....d136dad79aa7d51d86934f60eefe17e1
- Full Text :
- https://doi.org/10.1097/md.0000000000019820