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Potential Target Genes in the Development of Atrial Fibrillation: A Comprehensive Bioinformatics Analysis
Liang Liu1, Yun Yu1, Long-Long Hu1
1Department of Cardiology, Second Affiliated Hospital, and Research Institute of Cardiovascular Diseases, Nanchang University, Nanchang, Jiangxi, China (mainland).
Insights
Researchers identified six novel genes (FCGR3B, CLEC10A, FPR2, IGSF6, S100A9, S100A12) potentially driving atrial fibrillation (AF) development. These genes, linked to immune response and inflammation, may offer new therapeutic targets for this common heart arrhythmia.
Area of Science:
- Cardiovascular Research
- Genetics
- Molecular Biology
Background:
- Atrial fibrillation (AF) is the most common heart arrhythmia globally.
- While not directly fatal, AF can cause significant symptoms and increase stroke risk due to irregular heart rates.
Purpose of the Study:
- To discover novel genes involved in the molecular mechanisms of atrial fibrillation.
- To identify potential therapeutic targets for AF treatment.
Main Methods:
- Analysis of gene expression datasets (GSE41177, GSE79768, GSE14975) using R software.
- Identification of differentially expressed genes (DEGs), enrichment analysis (GO, KEGG), and protein-protein interaction network construction (Cytoscape).
- Application of LASSO modeling and ROC analysis to pinpoint key genes.
Main Results:
- 204 DEGs were identified, primarily associated with immune response and cell communication pathways.
- Key pathways implicated in autoimmune and chronic inflammatory diseases were highlighted.
- Six candidate genes (FCGR3B, CLEC10A, FPR2, IGSF6, S100A9, S100A12) were identified as crucial players in AF.
Conclusions:
- Six specific genes are proposed as key contributors to the molecular pathogenesis of atrial fibrillation.
- These identified genes represent promising targets for future AF therapeutic strategies.
Abstract:
BACKGROUND Atrial fibrillation (AF) is the most prevalent arrhythmia worldwide. Although it is not life-threatening, the accompanying rapid and irregular ventricular rate can lead to hemodynamic deterioration and obvious symptoms, especially the risk of cerebrovascular embolism. Our study aimed to identify novel and promising genes that could explain the underlying mechanism of AF development. MATERIAL AND METHODS Expression profiles GSE41177, GSE79768, and GSE14975 were acquired from the Gene Expression Omnibus Database. R software was used for identifying differentially expressed genes (DEGs), and Gene Ontology and Kyoto Encyclopedia of Genes and Genomes enrichment analyses were subsequently performed. A protein-protein interaction network was constructed in Cytoscape software. Next, a least absolute shrinkage and selection operator (LASSO) model was constructed and receiver-operating characteristic curve analysis was conducted to assess the specificity and sensitivity of the key genes. RESULTS We obtained 204 DEGs from the datasets. The DEGs were mostly involved in immune response and cell communication. The primary pathways of the DEGs were related to the course or maintenance of autoimmune and chronic inflammatory diseases. The top 20 hub genes (high scores in cytoHubba) were selected in the PPI network. Finally, we identified 6 key genes (FCGR3B, CLEC10A, FPR2, IGSF6, S100A9, and S100A12) via the LASSO model. CONCLUSIONS We present 6 target genes that are potentially involved in the molecular mechanisms of AF development. In addition, these genes are likely to serve as potential therapeutic targets.
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