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家族性高胆固醇血症中参与动脉粥样硬化的差异表达基因和分子通路分析:一种系统和生物信息学方法

Analysis of Differentially Expressed Genes and Molecular Pathways in Familial Hypercholesterolemia Involved in Atherosclerosis: A Systematic and Bioinformatics Approach.

作者信息

Udhaya Kumar S, Thirumal Kumar D, Bithia R, Sankar Srivarshini, Magesh R, Sidenna Mariem, George Priya Doss C, Zayed Hatem

机构信息

School of Biosciences and Technology, Vellore Institute of Technology, Vellore, India.

Department of Biotechnology, College of Biomedical Sciences Technology and Research, Sri Ramachandra Institute of Higher Education and Research (DU), Chennai, India.

出版信息

Front Genet. 2020 Jul 15;11:734. doi: 10.3389/fgene.2020.00734. eCollection 2020.

Abstract

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. 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. We investigated the top 250 significant DEGs (-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 (, and ) that are strongly linked to FH and lead to a higher risk of atherosclerosis. 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.

摘要

家族性高胆固醇血症(FH)是动脉粥样硬化和冠状动脉疾病进展的主要危险因素之一。本研究的重点是确定在FH中差异调节的失调分子途径和核心基因,并确定可能增加FH患者动脉粥样硬化风险的遗传因素和潜在机制。使用来自GEO数据库的Affymetrix微阵列数据集(GSE13985)和GEO2R统计工具,从5名杂合子FH患者和5名健康对照的白细胞(WBC)中鉴定差异表达基因(DEG)。通过应用STRING工具鉴定DEG之间的相互作用,并使用Cytoscape软件进行可视化。MCODE用于确定交互式网络中的基因簇。将鉴定出的DEG提交给DAVID v6.8网络服务器和ClueGo/CluePedia进行功能注释,如基因本体(GO)和DEG的富集分子途径分析。我们研究了前250个显著的DEG(-值<0.05;倍数变化≥1或≤-1)。对具有显著差异的DEG进行的GO分析表明,它们参与关键的生物学过程和分子途径,如髓样细胞分化、肽基赖氨酸修饰、MyD88依赖性Toll样受体的信号通路和细胞间粘附。对富集的KEGG途径的分析揭示了DEG在泛素介导的蛋白水解和心肌收缩中的关联。参与分子途径的基因显示通过激活或抑制经典信号通路所必需的基因而受到差异调节。我们的研究确定了七个与FH密切相关并导致动脉粥样硬化风险更高的核心基因(、和)。我们确定了七个核心基因,它们代表了诊断动脉粥样硬化的潜在分子生物标志物,并可能作为开发针对FH和动脉粥样硬化的治疗方法的平台。然而,还需要进一步的功能研究来验证它们在FH和动脉粥样硬化发病机制中的作用。

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