糖尿病性心肌病中潜在功能长链非编码RNA-microRNA-mRNA网络的构建。

IF 1.5 4区 医学 Q2 MEDICINE, GENERAL & INTERNAL
Journal of Research in Medical Sciences Pub Date : 2024-12-31 eCollection Date: 2024-01-01 DOI:10.4103/jrms.jrms_205_24
Qiwen Cao, Zhihui Dong, Yangbo Xi, Jiana Zhong, Jianzhong Huang, Qunfeng Yang
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引用次数: 0

摘要

背景:糖尿病性心肌病(DCM)是2型糖尿病患者的严重并发症,显著增加心力衰竭的风险和死亡率。尽管涉及多种机制,但有效的DCM治疗仍然难以捉摸。本研究旨在通过生物信息学分析构建DCM中完整的竞争内源RNA (ceRNA)网络。材料和方法:从基因表达综合数据库中收集GSE161827、GSE161931和GSE241166三个表达谱数据集进行整合,鉴定差异表达基因(differential expression genes, deg)。功能分析采用基因本体、京都基因与基因组通路分析百科全书和基因集富集分析(GSEA)。蛋白质-蛋白质相互作用(PPI)网络和枢纽基因也得到了鉴定。根据公共数据库预测,ceRNA的调控网络是基于长链非编码RNA (lncRNA)与deg、microRNA (miRNA)与deg的相互作用构建的。结果:共鉴定出105个与DCM相关的基因,包括44个上调基因和61个下调基因。功能富集分析显示,DCM中脂肪酸代谢途径和炎症反应显著富集。预测miRNA与deg之间共56个相互作用,lncRNA与miRNA之间共27个相互作用。构建了包含9个mRNA、17个miRNA和10个lncRNA的ceRNA网络,其中Cdh20和Cacna2d2是PPI网络中的枢纽基因。结论:已鉴定的中枢基因和ceRNA网络组分为DCM生物学提供了有价值的见解,并为进一步研究提供了潜在的诊断生物标志物和治疗靶点。为了将这些发现转化为临床应用,需要进一步的实验验证和临床研究。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Construction of a potentially functional long noncoding RNA-microRNA-mRNA network in diabetic cardiomyopathy.

Background: Diabetic cardiomyopathy (DCM) is a severe complication among patients with Type 2 diabetes, significantly increasing heart failure risk and mortality. Despite various implicated mechanisms, effective DCM treatments remain elusive. This study aimed to construct a comprehensive competing endogenous RNA (ceRNA) network in DCM using bioinformatics analysis.

Materials and methods: Three expression profiles datasets (GSE161827, GSE161931, and GSE241166) were collected from gene expression omnibus database and then integrated for the identification of differentially expressed genes (DEGs). Gene Ontology, Kyoto Encyclopedia of Gene and Genome pathway analysis, and Gene set enrichment analysis (GSEA) were employed for functional analysis. Protein-protein interaction (PPI) network and hub genes were also identified. The ceRNA regulatory networks were constructed based on interaction between long noncoding RNA (lncRNA) and DEGs, microRNA (miRNA) and DEGs, as predicted by public available databases.

Results: A total of 105 DEGs, including 44 upregulated and 61 downregulated genes were identified to be associated with DCM. Functional enrichment analysis showed that fatty acid metabolism pathway and inflammatory responses were significantly enriched in DCM. A total of 56 interactions between miRNA with DEGs, and 27 interactions between lncRNA with miRNA was predicted. Besides, a ceRNA network includes 9 mRNA, 17 miRNA and 10 lncRNA was constructed, among which Cdh20 and Cacna2d2 were hub genes in PPI network.

Conclusion: The identified hub genes and ceRNA network components provide valuable insights into DCM biology and offer potential diagnostic biomarkers and therapeutic targets for further investigation. Further experimental validation and clinical studies are warranted to translate these findings into clinical applications.

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来源期刊
Journal of Research in Medical Sciences
Journal of Research in Medical Sciences MEDICINE, GENERAL & INTERNAL-
CiteScore
2.60
自引率
6.20%
发文量
75
审稿时长
3-6 weeks
期刊介绍: Journal of Research in Medical Sciences, a publication of Isfahan University of Medical Sciences, is a peer-reviewed online continuous journal with print on demand compilation of issues published. The journal’s full text is available online at http://www.jmsjournal.net. The journal allows free access (Open Access) to its contents and permits authors to self-archive final accepted version of the articles on any OAI-compliant institutional / subject-based repository.
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