Integrative DNA methylome and transcriptome analysis identify potential genes on the influence of dilated cardiomyopathy-associated heart failure.

IF 4.8 2区 医学 Q1 GENETICS & HEREDITY
Zhenglong Guo, Yunfei Liu, Zhiming Zhou, Jianchao Chen, Lin Guo, Keke Liang, Yibin Hao, Bingtao Hao, Bin Yang, Shixiu Liao
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引用次数: 0

Abstract

Objective: Dilated cardiomyopathy (DCM)-associated heart failure (HF) presents a significant clinical challenge, underlying epigenetic mechanisms remaining poorly understood. This study aims to investigate the interplay between DNA methylation and gene expression in the hearts of patients with DCM-associated HF (DCM-HF).

Methods: Atrial tissues were collected from five healthy donors and five heart transplant recipients suffering from heart failure due to DCM. We conducted RNA-sequencing (RNA-seq) to analyze mRNA expression profiles and performed whole-genome bisulfite sequencing (WGBS) to evaluate DNA methylation levels. Correlation analyses between RNA-seq and WGBS data were executed by integrating differentially expressed genes (DEGs) with genes associated with differentially methylated regions (DMRs) located in the promoter regions.

Results: The RNA-seq analysis identified a total of 681 DEGs, comprising 406 significantly downregulated genes and 275 upregulated genes in DCM-HF tissues, which were enriched in pathways related to cardiomyopathy. WGBS revealed 16,158 hypomethylated and 6,857 hypermethylated differentially methylated regions (DMRs), with 3,185 of these located in promoter regions. The integration of promoter-hypomethylated and hypermethylated DMRs-related genes (DMGs) with DEGs resulted in the identification of 46 hub genes associated with cardiac development and function. Protein-protein interaction and disease association analyses highlighted five key genes-NPPA, NPPB, ACTN2, NEBL, and MYO18B-that exhibited promoter hypomethylation and increased expression, potentially linked to the activity of transcription factors such as HIF1A and KLF4.

Conclusions: These findings suggest that the epigenetic dysregulation of cardiac stress-response and structural genes contributes to the pathogenesis of DCM-HF. Furthermore, the detection of promoter methylation levels in these loci may offer new opportunities for developing diagnostic tools and therapeutic strategies for DCM-HF management.

综合DNA甲基组和转录组分析鉴定影响扩张型心肌病相关心力衰竭的潜在基因。
目的:扩张型心肌病(DCM)相关心力衰竭(HF)提出了一个重大的临床挑战,潜在的表观遗传机制尚不清楚。本研究旨在探讨dcm相关性HF (DCM-HF)患者心脏DNA甲基化与基因表达之间的相互作用。方法:收集5例健康供体和5例因DCM导致心力衰竭的心脏移植受者的心房组织。我们进行了rna测序(RNA-seq)来分析mRNA表达谱,并进行了全基因组亚硫酸盐测序(WGBS)来评估DNA甲基化水平。通过整合差异表达基因(DEGs)和位于启动子区域的差异甲基化区(DMRs)相关基因,对RNA-seq和WGBS数据进行相关性分析。结果:RNA-seq分析共鉴定出681个deg,其中DCM-HF组织中有406个显著下调基因和275个上调基因,这些基因在心肌病相关通路中富集。WGBS显示16,158个低甲基化和6,857个高甲基化差异甲基化区域(DMRs),其中3,185个位于启动子区域。将启动子低甲基化和高甲基化dmr相关基因(dmg)与DEGs整合,鉴定出46个与心脏发育和功能相关的枢纽基因。蛋白-蛋白相互作用和疾病关联分析强调了五个关键基因- nppa, NPPB, ACTN2, NEBL和myo18b -表现出启动子低甲基化和表达增加,可能与转录因子如HIF1A和KLF4的活性相关。结论:心脏应激反应和结构基因的表观遗传失调参与了DCM-HF的发病机制。此外,检测这些位点的启动子甲基化水平可能为开发DCM-HF管理的诊断工具和治疗策略提供新的机会。
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来源期刊
自引率
5.30%
发文量
150
期刊介绍: Clinical Epigenetics, the official journal of the Clinical Epigenetics Society, is an open access, peer-reviewed journal that encompasses all aspects of epigenetic principles and mechanisms in relation to human disease, diagnosis and therapy. Clinical trials and research in disease model organisms are particularly welcome.
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