哮喘候选异常差异甲基化/表达基因的鉴定。

Zongling Wang, Lizhi Wang, Lina Dai, Yanan Wang, Erhong Li, Shuyuan An, Fengliang Wang, Dan Liu, Wen Pan
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引用次数: 0

摘要

背景:哮喘是世界范围内重要的非传染性疾病。DNA甲基化与哮喘的发生和发展有关。我们的目标是通过整合生物信息学分析来确保由异常甲基化基因(dmg)修饰的差异表达基因(DEGs)和与哮喘相关的途径。方法:从gene Expression Omnibus (GEO)数据库中选择1个mRNA数据集(GSE64913)和1个基因甲基化数据集(GSE137716)。使用GeneCodies 4.0数据库进行功能富集分析。所有基因表达矩阵均采用基因集富集分析(GSEA)软件进行分析。利用STRING构建蛋白相互作用(protein-protein interaction, PPI)网络,寻找枢纽基因。然后,进行电子验证,验证中心基因,然后评估诊断价值。最后利用实时定量聚合酶链反应(qRT-PCR)检测枢纽基因的表达。结果:共获得哮喘低甲基化/高表达基因14个,高甲基化/低表达基因10个。其中,在PPI网络中鉴定出10个枢纽基因。功能分析表明,差异甲基化/表达基因主要与肺发育、细胞质和蛋白质结合相关。值得注意的是,HLA-DOA在哮喘中富集。FKBP5、WNT5A、TM4SF1、PDK4、EPAS1和GMPR对哮喘有潜在的诊断价值。结论:本项目探讨了哮喘的发病机制,可为哮喘的预测及药物开发提供研究依据。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Identification of candidate aberrant differentially methylated/expressed genes in asthma.

Identification of candidate aberrant differentially methylated/expressed genes in asthma.

Identification of candidate aberrant differentially methylated/expressed genes in asthma.

Identification of candidate aberrant differentially methylated/expressed genes in asthma.

Background: Asthma is an important non-communicable disease worldwide. DNA methylation is associated with the occurrence and development of asthma. We are aimed at assuring differential expressed genes (DEGs) modified by aberrantly methylated genes (DMGs) and pathways related to asthma by integrating bioinformatics analysis.

Methods: One mRNA dataset (GSE64913) and one gene methylation dataset (GSE137716) were selected from the Gene Expression Omnibus (GEO) database. Functional enrichment analysis was performed using GeneCodies 4.0 database. All gene expression matrices were analyzed by Gene set enrichment analysis (GSEA) software. STRING was applied to construct a protein-protein interaction (PPI) network to find the hub genes. Then, electronic validation was performed to verify the hub genes, followed by the evaluation of diagnostic value. Eventually, quantitative real-time polymerase chain reaction (qRT-PCR) was utilized to detect the expression of hub genes.

Results: In total, 14 hypomethylated/high-expression genes and 10 hypermethylated/low-expression genes were obtained in asthma. Among them, 10 hub genes were identified in the PPI network. Functional analysis demonstrated that the differentially methylated/expressed genes were primarily associated with the lung development, cytosol and protein binding. Notably, HLA-DOA was enriched in asthma. FKBP5, WNT5A, TM4SF1, PDK4, EPAS1 and GMPR had potential diagnostic value for asthma.

Conclusion: The project explored the pathogenesis of asthma, which may provide a research basis for the prediction and the drug development of asthma.

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