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基于基因表达和 DNA 甲基化数据集的综合分析鉴定与动脉硬化相关的异常甲基化差异表达基因。

Bioinformatics Identification of Aberrantly Methylated Differentially Expressed Genes Associated with Arteriosclerosis by Integrative Analysis of Gene Expression and DNA Methylation Datasets.

机构信息

Department of Vascular Surgery, Xuanwu Hospital, Capital Medical University, Beijing 100053, China.

Clinical Laboratory of Xuanwu Hospital, Capital Medical University, Beijing 100053, China.

出版信息

Genes (Basel). 2022 Oct 8;13(10):1818. doi: 10.3390/genes13101818.

Abstract

The prognosis of patients with advanced arteriosclerosis is bleak due to the lack of understanding of arteriosclerosis. Epigenetics-based DNA methylation plays an important role in the pathogenesis of arteriosclerosis. Hence, we aimed to identify the epigenetics-related aberrantly methylated differentially expressed genes (AMDEGs) in arteriosclerosis. A gene expression dataset and DNA methylation dataset were downloaded from the Gene Expression Omnibus database, and AMDEGs were identified on the basis of the relationship between methylation and expression. Subsequently, the expression levels of candidate hub genes were detected in human peripheral blood mononuclear cells (PBMCs) from atherosclerotic patients and control subjects by RT-qPCR and Western blot. Lastly, the methylation level of the target gene was detected using the MassARRAY method. In the present study, the hypermethylated and downregulated genes were mainly involved in vascular smooth muscle contraction. The hypomethylated and upregulated genes were markedly associated with immune-inflammatory processes. Following validation, LMOD1 was identified as the target gene, which was hypermethylated and downregulated in arteriosclerosis. The methylation levels of CpG sites in LMOD1 promoter were detected to be elevated in the PBMCs of atherosclerotic patients. In conclusion, AMDEGs identified in the present study may assist in understanding the pathogenesis of arteriosclerosis. LMOD1 exhibits potential as a promising diagnostic and therapeutic biomarker for arteriosclerosis.

摘要

由于对动脉硬化缺乏了解,晚期动脉硬化患者的预后不佳。基于表观遗传学的 DNA 甲基化在动脉硬化的发病机制中起着重要作用。因此,我们旨在鉴定动脉硬化中与表观遗传学相关的异常甲基化差异表达基因(AMDEGs)。从基因表达综合数据库中下载了一个基因表达数据集和 DNA 甲基化数据集,并根据甲基化与表达之间的关系鉴定 AMDEGs。随后,通过 RT-qPCR 和 Western blot 检测动脉粥样硬化患者和对照者人外周血单核细胞(PBMC)中候选关键基因的表达水平。最后,使用 MassARRAY 方法检测靶基因的甲基化水平。在本研究中,高甲基化和下调的基因主要参与血管平滑肌收缩。低甲基化和上调的基因与免疫炎症过程显著相关。经过验证,LMOD1 被鉴定为靶基因,其在动脉硬化中呈高甲基化和下调。在动脉粥样硬化患者的 PBMC 中,检测到 LMOD1 启动子中 CpG 位点的甲基化水平升高。总之,本研究中鉴定的 AMDEGs 可能有助于理解动脉硬化的发病机制。LMOD1 作为动脉硬化有前途的诊断和治疗生物标志物具有潜力。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b329/9602080/4acc6f21d37f/genes-13-01818-g001.jpg

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