Identifying the function of methylated genes in Alzheimer’s disease to determine epigenetic signatures: a comprehensive bioinformatics analysis

Md. Rezanur Rahman, T. Islam, E. Gov, Julian M. W. Quinn, M. Moni
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Abstract

Abstract Gene methylation is one means of controlling tissue gene expression, but it is unknown what pathways influencing Alzheimer’s disease (AD) are controlled this way. We compared normal and AD brain tissue data for gene expression (mRNAs) and gene methylation profiling. We identified methylated differentially expressed genes (MDEGs). Protein-protein interaction (PPI) of the MDEGs showed 18 hypermethylated low-expressed genes (Hyper-LGs) involved in cell signaling and metabolism; also 10 hypomethylated highly expressed (Hypo-HGs) were involved in regulation of transcription and development. Molecular pathways enriched in Hyper-LGs included neuroactive ligand-receptor interaction pathways. Hypo-HGs were notably enriched in pathways including hippo signaling. PPI analysis also identified both Hyper-LGs and Hypo-HGs, as hub proteins. Our analysis of AD datasets identified Hyper-LGs, Hypo-HGs, and transcription factors linked to these genes. These pathways, which may participate in Alzheimer’s disease development, may be affected by treatments that influence gene methylation patterns.
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鉴定甲基化基因在阿尔茨海默病中的功能,以确定表观遗传特征:一项全面的生物信息学分析
基因甲基化是控制组织基因表达的一种手段,但目前尚不清楚影响阿尔茨海默病(AD)的哪些途径是通过这种方式控制的。我们比较了正常和AD脑组织数据的基因表达(mrna)和基因甲基化谱。我们鉴定了甲基化的差异表达基因(MDEGs)。MDEGs的蛋白-蛋白相互作用(PPI)显示18个高甲基化的低表达基因(Hyper-LGs)参与细胞信号传导和代谢;还有10个低甲基化高表达(hypohgs)参与转录和发育的调控。富含Hyper-LGs的分子通路包括神经活性配体-受体相互作用通路。低hgs在包括河马信号在内的通路中显著富集。PPI分析还发现Hyper-LGs和Hypo-HGs都是枢纽蛋白。我们对AD数据集的分析确定了Hyper-LGs、Hypo-HGs以及与这些基因相关的转录因子。这些可能参与阿尔茨海默病发展的途径可能受到影响基因甲基化模式的治疗的影响。
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