Key result
WGCNA identifies five hub genes critically linked to coronary atherosclerosis development.
Why the study?
Coronary atherosclerotic heart disease has an unstated pathogenic mechanism, making it urgent to develop innovative strategies to improve patient outcomes and explore novel pathogenic biomarkers.
Identified five novel hub genes (MMP14, CD28, CaMK4, RGS1, and DDAH1) and associated signaling pathways that may be involved in the pathogenesis of coronary atherosclerotic heart disease.
Does not support clinical translation; leaves open the role of these hub genes pending human validation.
Background. Coronary atherosclerotic heart disease (CHD) is a lethal disease with an unstated pathogenic mechanism. Therefore, it is urgent to develop innovative strategies to ameliorate the outcome of CHD patients and explore novel biomarkers connected to the pathogenicity of CHD. Methods. The weighted gene coexpression network analysis (WGCNA) was carried out on a coronary atherosclerosis dataset GSE90074 to determine the crucial modules and hub genes for their prospective relationship to CHD. After the different modules associated with CHD have been identified, the Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enriched pathway analyses were conducted. The protein-protein interaction (PPI) network was thereafter performed for the critical module using STRING and Cytoscape. Results. The yellow module was recognized as the most critical module associated with CHD. The enriched pathways in the yellow module included those related to inflammatory response, positive regulation of extracellular signal-regulated kinase1/2 (ERK1/2) cascade, lipid catabolic process, cellular response to oxidative stress, apoptotic pathway, and NF-kappa B pathway. Further CytoHubba analysis revealed the top five hub genes (MMP14, CD28, CaMK4, RGS1, and DDAH1) associated with CHD development. Conclusions. The current study provides the prognosis, novel hub genes, and signaling pathways for treating coronary atherosclerosis. However, their potential biological roles require deeper investigation.
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Jinli Bao (2022) studied Coronary atherosclerotic heart disease (CHD). Weighted gene coexpression network analysis (WGCNA) was evaluated on Identification of crucial modules and hub genes associated with CHD. Weighted gene coexpression network analysis identified the yellow module and five hub genes (MMP14, CD28, CaMK4, RGS1, and DDAH1) as critically associated with coronary atherosclerosis development.
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