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Analysis of Differentially Expressed Genes in Coronary Artery Disease by Integrated Microarray Analysis
Coronary artery disease (CAD) is a major cause of end-stage cardiac disease. Although profound efforts have been made to illuminate the pathogenesis, the molecular mechanisms of CAD remain to be analyzed. To identify the candidate genes in the advancement of CAD, microarray dataset GSE23766 was down...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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MDPI
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7022900/ https://www.ncbi.nlm.nih.gov/pubmed/31881747 http://dx.doi.org/10.3390/biom10010035 |
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author | Balashanmugam, Meenashi Vanathi Shivanandappa, Thippeswamy Boreddy Nagarethinam, Sivagurunathan Vastrad, Basavaraj Vastrad, Chanabasayya |
author_facet | Balashanmugam, Meenashi Vanathi Shivanandappa, Thippeswamy Boreddy Nagarethinam, Sivagurunathan Vastrad, Basavaraj Vastrad, Chanabasayya |
author_sort | Balashanmugam, Meenashi Vanathi |
collection | PubMed |
description | Coronary artery disease (CAD) is a major cause of end-stage cardiac disease. Although profound efforts have been made to illuminate the pathogenesis, the molecular mechanisms of CAD remain to be analyzed. To identify the candidate genes in the advancement of CAD, microarray dataset GSE23766 was downloaded from the Gene Expression Omnibus database. The differentially expressed genes (DEGs) were identified, and pathway and gene ontology (GO) enrichment analyses were performed. The protein-protein interaction network was constructed and the module analysis was performed using the Biological General Repository for Interaction Datasets (BioGRID) and Cytoscape. Additionally, target genes-miRNA regulatory network and target genes-TF regulatory network were constructed and analyzed. There were 894 DEGs between male human CAD samples and female human CAD samples, including 456 up regulated genes and 438 down regulated genes. Pathway enrichment analyses revealed that DEGs (up and down regulated) were mostly enriched in the superpathway of steroid hormone biosynthesis, ABC transporters, oxidative ethanol degradation III and Complement and coagulation cascades. Similarly, geneontology enrichment analyses revealed that DEGs (up and down regulated) were mostly enriched in the forebrain neuron differentiation, filopodium membrane, platelet degranulation and blood microparticle. In the PPI network and modules (up and down regulated), MYC, NPM1, TRPC7, UBC, FN1, HEMK1, IFT74 and VHL were hub genes. In the target genes-miRNA regulatory network and target genes—TF regulatory network (up and down regulated), TAOK1, KHSRP, HSD17B11 and PAH were target genes. In conclusion, the pathway and GO ontology enriched by DEGs may reveal the molecular mechanism of CAD. Its hub and target genes, MYC, NPM1, TRPC7, UBC, FN1, HEMK1, IFT74, VHL, TAOK1, KHSRP, HSD17B11 and PAH were expected to be new targets for CAD. Our finding provided clues for exploring molecular mechanism and developing new prognostics, diagnostic and therapeutic strategies for CAD. |
format | Online Article Text |
id | pubmed-7022900 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-70229002020-03-12 Analysis of Differentially Expressed Genes in Coronary Artery Disease by Integrated Microarray Analysis Balashanmugam, Meenashi Vanathi Shivanandappa, Thippeswamy Boreddy Nagarethinam, Sivagurunathan Vastrad, Basavaraj Vastrad, Chanabasayya Biomolecules Article Coronary artery disease (CAD) is a major cause of end-stage cardiac disease. Although profound efforts have been made to illuminate the pathogenesis, the molecular mechanisms of CAD remain to be analyzed. To identify the candidate genes in the advancement of CAD, microarray dataset GSE23766 was downloaded from the Gene Expression Omnibus database. The differentially expressed genes (DEGs) were identified, and pathway and gene ontology (GO) enrichment analyses were performed. The protein-protein interaction network was constructed and the module analysis was performed using the Biological General Repository for Interaction Datasets (BioGRID) and Cytoscape. Additionally, target genes-miRNA regulatory network and target genes-TF regulatory network were constructed and analyzed. There were 894 DEGs between male human CAD samples and female human CAD samples, including 456 up regulated genes and 438 down regulated genes. Pathway enrichment analyses revealed that DEGs (up and down regulated) were mostly enriched in the superpathway of steroid hormone biosynthesis, ABC transporters, oxidative ethanol degradation III and Complement and coagulation cascades. Similarly, geneontology enrichment analyses revealed that DEGs (up and down regulated) were mostly enriched in the forebrain neuron differentiation, filopodium membrane, platelet degranulation and blood microparticle. In the PPI network and modules (up and down regulated), MYC, NPM1, TRPC7, UBC, FN1, HEMK1, IFT74 and VHL were hub genes. In the target genes-miRNA regulatory network and target genes—TF regulatory network (up and down regulated), TAOK1, KHSRP, HSD17B11 and PAH were target genes. In conclusion, the pathway and GO ontology enriched by DEGs may reveal the molecular mechanism of CAD. Its hub and target genes, MYC, NPM1, TRPC7, UBC, FN1, HEMK1, IFT74, VHL, TAOK1, KHSRP, HSD17B11 and PAH were expected to be new targets for CAD. Our finding provided clues for exploring molecular mechanism and developing new prognostics, diagnostic and therapeutic strategies for CAD. MDPI 2019-12-25 /pmc/articles/PMC7022900/ /pubmed/31881747 http://dx.doi.org/10.3390/biom10010035 Text en © 2019 by the authors. 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 (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Balashanmugam, Meenashi Vanathi Shivanandappa, Thippeswamy Boreddy Nagarethinam, Sivagurunathan Vastrad, Basavaraj Vastrad, Chanabasayya Analysis of Differentially Expressed Genes in Coronary Artery Disease by Integrated Microarray Analysis |
title | Analysis of Differentially Expressed Genes in Coronary Artery Disease by Integrated Microarray Analysis |
title_full | Analysis of Differentially Expressed Genes in Coronary Artery Disease by Integrated Microarray Analysis |
title_fullStr | Analysis of Differentially Expressed Genes in Coronary Artery Disease by Integrated Microarray Analysis |
title_full_unstemmed | Analysis of Differentially Expressed Genes in Coronary Artery Disease by Integrated Microarray Analysis |
title_short | Analysis of Differentially Expressed Genes in Coronary Artery Disease by Integrated Microarray Analysis |
title_sort | analysis of differentially expressed genes in coronary artery disease by integrated microarray analysis |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7022900/ https://www.ncbi.nlm.nih.gov/pubmed/31881747 http://dx.doi.org/10.3390/biom10010035 |
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