Screening and Validation of Key Genes of Autophagy in Acute Myocardial Infarction Based on Bioinformatics.

IF 16.4 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY
Accounts of Chemical Research Pub Date : 2024-01-30 eCollection Date: 2024-01-01 DOI:10.1177/11769343241227331
Yingjie Geng, Yu'e Han, Shujuan Wang, Jia Qi, Xiaoli Bi
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引用次数: 0

Abstract

Aims: Autophagy plays a significant role in the development of acute myocardial infarction (AMI), and cardiomyocyte autophagy is of major importance in maintaining cardiac function. We aimed to identify key genes associated with autophagy in AMI through bioinformatics analysis and verify them through clinical validation.

Materials and methods: We downloaded an AMI expression profile dataset GSE166780 from Gene Expression Omnibus (GEO). Autophagy-associated genes potentially differentially expressed in AMI were screened using R software. Then, to identify key autophagy-related genes, Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analysis, protein-protein interaction (PPI) analysis, Receiver Operating Characteristic (ROC) curve analysis, and correlation analysis were performed on the differentially expressed autophagy-related genes in AMI. Finally, we used quantificational real-time polymerase chain reaction (qRT-PCR) to verify the RNA expression of the screened key genes.

Results: TSC2, HSPA8, and HIF1A were screened out as key autophagy-related genes. qRT-PCR results showed that the expression levels of HSPA8 and TSC2 in AMI blood samples were lower, while the expression level of HIF1A was higher than that in the healthy controls.

Conclusions: TSC2, HSPA8, and HIF1A were identified as key autophagy-related genes in this study. They may influence the development of AMI through autophagy. These findings may help deepen our understanding of AMI and may be useful for the treatment of AMI.

基于生物信息学的急性心肌梗死自噬关键基因的筛选与验证
目的:自噬在急性心肌梗死(AMI)的发生发展中起着重要作用,而心肌细胞自噬在维持心脏功能方面具有重要意义。我们旨在通过生物信息学分析确定AMI中与自噬相关的关键基因,并通过临床验证这些基因:我们从基因表达总库(Gene Expression Omnibus,GEO)下载了 AMI 表达谱数据集 GSE166780。使用 R 软件筛选 AMI 中可能存在差异表达的自噬相关基因。然后,为了确定关键的自噬相关基因,我们对 AMI 中差异表达的自噬相关基因进行了基因本体(GO)和京都基因与基因组百科全书(KEGG)富集分析、蛋白-蛋白相互作用(PPI)分析、接收者操作特征曲线(ROC)分析和相关性分析。最后,我们使用定量实时聚合酶链反应(qRT-PCR)验证了筛选出的关键基因的 RNA 表达:qRT-PCR结果显示,AMI血样中HSPA8和TSC2的表达水平低于健康对照组,而HIF1A的表达水平高于健康对照组:结论:本研究发现 TSC2、HSPA8 和 HIF1A 是关键的自噬相关基因。结论:本研究发现 TSC2、HSPA8 和 HIF1A 是与自噬相关的关键基因,它们可能通过自噬影响 AMI 的发生。这些发现可能有助于加深我们对 AMI 的了解,并对 AMI 的治疗有所帮助。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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