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Analysis of Differentially Expressed Genes and Molecular Pathways in Familial Hypercholesterolemia Involved in
S Udhaya Kumar1, D Thirumal Kumar1, R Bithia1
1School of Biosciences and Technology, Vellore Institute of Technology, Vellore, India.
Insights
Familial hypercholesterolemia (FH) is linked to atherosclerosis. This study identified seven core genes in white blood cells that may indicate higher atherosclerosis risk in FH patients and could be therapeutic targets.
Area of Science:
- Genetics and Molecular Biology
- Cardiovascular Disease Research
- Biomarker Discovery
Background:
- Familial hypercholesterolemia (FH) is a significant risk factor for atherosclerosis and coronary artery disease.
- Understanding the molecular mechanisms underlying FH-associated atherosclerosis is crucial for risk stratification and treatment.
Purpose of the Study:
- To identify dysregulated molecular pathways and core genes in familial hypercholesterolemia (FH).
- To uncover genetic factors and mechanisms increasing atherosclerosis risk in FH patients.
Main Methods:
- Utilized Affymetrix microarray data (GSE13985) and GEO2R to identify differentially expressed genes (DEGs) in white blood cells from FH patients and controls.
- Employed STRING and Cytoscape for network analysis, MCODE for gene clustering, and DAVID/ClueGo for functional annotation (GO, KEGG pathways).
Main Results:
- Identified 250 significant DEGs involved in myeloid cell differentiation, cell-cell adhesion, and Toll-like receptor signaling.
- KEGG pathway analysis linked DEGs to ubiquitin-mediated proteolysis and cardiac muscle contraction.
- Discovered seven core genes (UQCR11, UBE2N, ADD1, TLN1, IRAK3, LY96, MAP3K1) strongly associated with FH and atherosclerosis risk.
Conclusions:
- Seven core genes identified may serve as potential molecular biomarkers for atherosclerosis diagnosis in FH patients.
- These genes could form a basis for developing novel therapeutics targeting both FH and atherosclerosis.
- Further functional studies are required to validate the role of these genes in the pathogenesis of FH and atherosclerosis.
Abstract:
Background and Aims: Familial hypercholesterolemia (FH) is one of the major risk factor for the progression of atherosclerosis and coronary artery disease. This study focused on identifying the dysregulated molecular pathways and core genes that are differentially regulated in FH and to identify the possible genetic factors and potential underlying mechanisms that increase the risk to atherosclerosis in patients with FH. Methods: The Affymetrix microarray dataset (GSE13985) from the GEO database and the GEO2R statistical tool were used to identify the differentially expressed genes (DEGs) from the white blood cells (WBCs) of five heterozygous FH patients and five healthy controls. The interaction between the DEGs was identified by applying the STRING tool and visualized using Cytoscape software. MCODE was used to determine the gene cluster in the interactive networks. The identified DEGs were subjected to the DAVID v6.8 webserver and ClueGo/CluePedia for functional annotation, such as gene ontology (GO) and enriched molecular pathway analysis of DEGs. Results: We investigated the top 250 significant DEGs (p-value < 0.05; fold two change ≥ 1 or ≤ -1). The GO analysis of DEGs with significant differences revealed that they are involved in critical biological processes and molecular pathways, such as myeloid cell differentiation, peptidyl-lysine modification, signaling pathway of MyD88-dependent Toll-like receptor, and cell-cell adhesion. The analysis of enriched KEGG pathways revealed the association of the DEGs in ubiquitin-mediated proteolysis and cardiac muscle contraction. The genes involved in the molecular pathways were shown to be differentially regulated by either activating or inhibiting the genes that are essential for the canonical signaling pathways. Our study identified seven core genes (UQCR11, UBE2N, ADD1, TLN1, IRAK3, LY96, and MAP3K1) that are strongly linked to FH and lead to a higher risk of atherosclerosis. Conclusion: We identified seven core genes that represent potential molecular biomarkers for the diagnosis of atherosclerosis and might serve as a platform for developing therapeutics against both FH and atherosclerosis. However, functional studies are further needed to validate their role in the pathogenesis of FH and atherosclerosis.
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