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Genes associated with inflammation may serve as biomarkers for the diagnosis of coronary artery disease and ischaemic stroke

BACKGROUND: The current research aimed to expound the genes and pathways that are involved in coronary artery disease (CAD) and ischaemic stroke (IS) and the related mechanisms. METHODS: Two array CAD datasets of (GSE66360 and GSE97320) and an array IS dataset (GSE22255) were downloaded. Differentia...

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Autores principales: Zheng, Peng-Fei, Liao, Fu-Jun, Yin, Rui-Xing, Chen, Lu-Zhu, Li, Hui, Nie, Rong-Jun, Wang, Yong, Liao, Pei-Juan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7066794/
https://www.ncbi.nlm.nih.gov/pubmed/32164735
http://dx.doi.org/10.1186/s12944-020-01217-7
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author Zheng, Peng-Fei
Liao, Fu-Jun
Yin, Rui-Xing
Chen, Lu-Zhu
Li, Hui
Nie, Rong-Jun
Wang, Yong
Liao, Pei-Juan
author_facet Zheng, Peng-Fei
Liao, Fu-Jun
Yin, Rui-Xing
Chen, Lu-Zhu
Li, Hui
Nie, Rong-Jun
Wang, Yong
Liao, Pei-Juan
author_sort Zheng, Peng-Fei
collection PubMed
description BACKGROUND: The current research aimed to expound the genes and pathways that are involved in coronary artery disease (CAD) and ischaemic stroke (IS) and the related mechanisms. METHODS: Two array CAD datasets of (GSE66360 and GSE97320) and an array IS dataset (GSE22255) were downloaded. Differentially expressed genes (DEGs) were identified using the limma package. The online tool Database for Annotation, Visualization and Integrated Discovery (DAVID) (version 6.8; david.abcc.ncifcrf.gov) was used to annotate the Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway and Gene Ontology (GO) enrichment analyses of the DEGs. A protein-protein interaction (PPI) network was constructed by Cytoscape software, and then Molecular Complex Detection (MCODE) analysis was used to screen for hub genes. The hub genes were also confirmed by RT-qPCR and unconditional logistic regression analysis in our CAD and IS patients. RESULTS: A total of 20 common DEGs (all upregulated) were identified between the CAD/IS and control groups. Eleven molecular functions, 3 cellular components, and 49 biological processes were confirmed by GO enrichment analysis, and the 20 common upregulated DEGs were enriched in 21 KEGG pathways. A PPI network including 24 nodes and 68 edges was constructed with the STRING online tool. After MCODE analysis, the top 5 high degree genes, including Jun proto-oncogene (JUN, degree = 9), C-X-C motif chemokine ligand 8 (CXCL8, degree = 9), tumour necrosis factor (TNF, degree = 9), suppressor of cytokine signalling 3 (SOCS3, degree = 8) and TNF alpha induced protein 3 (TNFAIP3, degree = 8) were noted. RT-qPCR results demonstrated that the expression levels of CXCL8 were increased in IS patients than in normal participants and the expression levels of SOCS3, TNF and TNFAIP were higher in CAD/IS patients than in normal participants. Meanwhile, unconditional logistic regression analysis revealed that the incidence of CAD or IS was positively correlated with the CXCL8, SOCS3, TNF and TNFAIP3. CONCLUSIONS: The CXCL8, TNF, SOCS3 and TNFAIP3 associated with inflammation may serve as biomarkers for the diagnosis of CAD or IS. The possible mechanisms may involve the Toll-like receptor, TNF, NF-kappa B, cytokine-cytokine receptor interactions and the NOD-like receptor signalling pathways.
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spelling pubmed-70667942020-03-18 Genes associated with inflammation may serve as biomarkers for the diagnosis of coronary artery disease and ischaemic stroke Zheng, Peng-Fei Liao, Fu-Jun Yin, Rui-Xing Chen, Lu-Zhu Li, Hui Nie, Rong-Jun Wang, Yong Liao, Pei-Juan Lipids Health Dis Research BACKGROUND: The current research aimed to expound the genes and pathways that are involved in coronary artery disease (CAD) and ischaemic stroke (IS) and the related mechanisms. METHODS: Two array CAD datasets of (GSE66360 and GSE97320) and an array IS dataset (GSE22255) were downloaded. Differentially expressed genes (DEGs) were identified using the limma package. The online tool Database for Annotation, Visualization and Integrated Discovery (DAVID) (version 6.8; david.abcc.ncifcrf.gov) was used to annotate the Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway and Gene Ontology (GO) enrichment analyses of the DEGs. A protein-protein interaction (PPI) network was constructed by Cytoscape software, and then Molecular Complex Detection (MCODE) analysis was used to screen for hub genes. The hub genes were also confirmed by RT-qPCR and unconditional logistic regression analysis in our CAD and IS patients. RESULTS: A total of 20 common DEGs (all upregulated) were identified between the CAD/IS and control groups. Eleven molecular functions, 3 cellular components, and 49 biological processes were confirmed by GO enrichment analysis, and the 20 common upregulated DEGs were enriched in 21 KEGG pathways. A PPI network including 24 nodes and 68 edges was constructed with the STRING online tool. After MCODE analysis, the top 5 high degree genes, including Jun proto-oncogene (JUN, degree = 9), C-X-C motif chemokine ligand 8 (CXCL8, degree = 9), tumour necrosis factor (TNF, degree = 9), suppressor of cytokine signalling 3 (SOCS3, degree = 8) and TNF alpha induced protein 3 (TNFAIP3, degree = 8) were noted. RT-qPCR results demonstrated that the expression levels of CXCL8 were increased in IS patients than in normal participants and the expression levels of SOCS3, TNF and TNFAIP were higher in CAD/IS patients than in normal participants. Meanwhile, unconditional logistic regression analysis revealed that the incidence of CAD or IS was positively correlated with the CXCL8, SOCS3, TNF and TNFAIP3. CONCLUSIONS: The CXCL8, TNF, SOCS3 and TNFAIP3 associated with inflammation may serve as biomarkers for the diagnosis of CAD or IS. The possible mechanisms may involve the Toll-like receptor, TNF, NF-kappa B, cytokine-cytokine receptor interactions and the NOD-like receptor signalling pathways. BioMed Central 2020-03-12 /pmc/articles/PMC7066794/ /pubmed/32164735 http://dx.doi.org/10.1186/s12944-020-01217-7 Text en © The Author(s) 2020 Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research
Zheng, Peng-Fei
Liao, Fu-Jun
Yin, Rui-Xing
Chen, Lu-Zhu
Li, Hui
Nie, Rong-Jun
Wang, Yong
Liao, Pei-Juan
Genes associated with inflammation may serve as biomarkers for the diagnosis of coronary artery disease and ischaemic stroke
title Genes associated with inflammation may serve as biomarkers for the diagnosis of coronary artery disease and ischaemic stroke
title_full Genes associated with inflammation may serve as biomarkers for the diagnosis of coronary artery disease and ischaemic stroke
title_fullStr Genes associated with inflammation may serve as biomarkers for the diagnosis of coronary artery disease and ischaemic stroke
title_full_unstemmed Genes associated with inflammation may serve as biomarkers for the diagnosis of coronary artery disease and ischaemic stroke
title_short Genes associated with inflammation may serve as biomarkers for the diagnosis of coronary artery disease and ischaemic stroke
title_sort genes associated with inflammation may serve as biomarkers for the diagnosis of coronary artery disease and ischaemic stroke
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7066794/
https://www.ncbi.nlm.nih.gov/pubmed/32164735
http://dx.doi.org/10.1186/s12944-020-01217-7
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