Insight into the underlying molecular mechanism of dilated cardiomyopathy through integrative analysis of data mining, iTRAQ-PRM proteomics and bioinformatics.

IF 2.1 3区 生物学 Q3 BIOCHEMICAL RESEARCH METHODS Proteome Science Pub Date : 2023-09-22 DOI:10.1186/s12953-023-00214-9
Hongli Xiong, Zhe Zheng, Congcong Zhao, Minzhu Zhao, Qi Wang, Peng Zhang, Yongguo Li, Ying Zhu, Shisheng Zhu, Jianbo Li
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引用次数: 1

Abstract

Background: DCM is a common cardiomyopathy worldwide, which is characterized by ventricular dilatation and systolic dysfunction. DCM is one of the most widespread diseases contributing to sudden death and heart failure. However, our understanding of its molecular mechanisms is limited because of its etiology and underlying mechanisms. Hence, this study explored the underlying molecular mechanism of dilated cardiomyopathy through integrative analysis of data mining, iTRAQ-PRM proteomics and bioinformatics METHODS: DCM target genes were downloaded from the public databases. Next, DCM was induced in 20 rats by 8 weeks doxorubicin treatment (2.5 mg/kg/week). We applied isobaric tags for a relative and absolute quantification (iTRAQ) coupled with proteomics approach to identify differentially expressed proteins (DEPs) in myocardial tissue. After association analysis of the DEPs and the key target genes, subsequent analyses, including functional annotation, pathway enrichment, validation, were performed.

Results: Nine hundred thirty-five genes were identified as key target genes from public databases. Meanwhile, a total of 782 DEPs, including 348 up-regulated and 434 down-regulated proteins, were identified in our animal experiment. The functional annotation of these DEPs revealed complicated molecular mechanisms including TCA cycle, Oxidative phosphorylation, Cardiac muscle contraction. Moreover, the DEPs were analyzed for association with the key target genes screened in the public dataset. We further determined the importance of these three pathways.

Conclusion: Our results demonstrate that TCA cycle, Oxidative phosphorylation, Cardiac muscle contraction played important roles in the detailed molecular mechanisms of DCM.

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通过数据挖掘、iTRAQ-PRM蛋白质组学和生物信息学的综合分析,深入了解扩张型心肌病的潜在分子机制。
背景:DCM是世界范围内常见的心肌病,以心室扩张和收缩功能障碍为特征。扩张型心肌病是导致猝死和心力衰竭的最常见疾病之一。然而,由于其病因和潜在机制,我们对其分子机制的理解是有限的。因此,本研究通过数据挖掘、iTRAQ-PRM蛋白质组学和生物信息学的综合分析,探讨了扩张型心肌病的潜在分子机制。方法:从公共数据库下载DCM靶基因。接下来,通过阿霉素治疗8周(2.5mg/kg/周)在20只大鼠中诱导DCM。我们应用相对和绝对定量同量标签(iTRAQ)结合蛋白质组学方法来鉴定心肌组织中的差异表达蛋白(DEP)。在对DEP和关键靶基因进行关联分析后,进行了随后的分析,包括功能注释、途径富集和验证。结果:从公共数据库中鉴定出935个基因为关键靶基因。同时,在我们的动物实验中,共鉴定出782个DEP,包括348个上调蛋白和434个下调蛋白。这些DEP的功能注释揭示了复杂的分子机制,包括TCA循环、氧化磷酸化、心肌收缩。此外,还分析了DEP与公共数据集中筛选的关键靶基因的相关性。我们进一步确定了这三条途径的重要性。结论:TCA循环、氧化磷酸化、心肌收缩在DCM的分子机制中起重要作用。
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来源期刊
Proteome Science
Proteome Science 生物-生化研究方法
CiteScore
2.90
自引率
0.00%
发文量
17
审稿时长
4.5 months
期刊介绍: Proteome Science is an open access journal publishing research in the area of systems studies. Proteome Science considers manuscripts based on all aspects of functional and structural proteomics, genomics, metabolomics, systems analysis and metabiome analysis. It encourages the submissions of studies that use large-scale or systems analysis of biomolecules in a cellular, organismal and/or environmental context. Studies that describe novel biological or clinical insights as well as methods-focused studies that describe novel methods for the large-scale study of any and all biomolecules in cells and tissues, such as mass spectrometry, protein and nucleic acid microarrays, genomics, next-generation sequencing and computational algorithms and methods are all within the scope of Proteome Science, as are electron topography, structural methods, proteogenomics, chemical proteomics, stem cell proteomics, organelle proteomics, plant and microbial proteomics. In spite of its name, Proteome Science considers all aspects of large-scale and systems studies because ultimately any mechanism that results in genomic and metabolomic changes will affect or be affected by the proteome. To reflect this intrinsic relationship of biological systems, Proteome Science will consider all such articles.
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