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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洞察扩张型心肌病的潜在分子机制。

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

作者信息

Xiong Hongli, Zheng Zhe, Zhao Congcong, Zhao Minzhu, Wang Qi, Zhang Peng, Li Yongguo, Zhu Ying, Zhu Shisheng, Li Jianbo

机构信息

Department of Forensic Medicine, Faculty of Basic Medical Sciences, Chongqing Medical University, Chongqing, 400016, China.

Department of Forensic Medicine, Henan University of Science and Technology, Luoyang, 471023, Henan, China.

出版信息

Proteome Sci. 2023 Sep 22;21(1):13. doi: 10.1186/s12953-023-00214-9.

DOI:10.1186/s12953-023-00214-9
PMID:37740197
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10517512/
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.

摘要

背景

扩张型心肌病(DCM)是一种在全球范围内常见的心肌病,其特征为心室扩张和收缩功能障碍。DCM是导致猝死和心力衰竭的最普遍疾病之一。然而,由于其病因和潜在机制,我们对其分子机制的了解有限。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,探索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8周的阿霉素治疗(2.5mg/kg/周)在20只大鼠中诱导DCM。我们应用相对和绝对定量的等压标签(iTRAQ)结合蛋白质组学方法来鉴定心肌组织中差异表达的蛋白质(DEPs)。在对DEPs和关键靶基因进行关联分析后,进行后续分析,包括功能注释、通路富集、验证。

结果

从公共数据库中鉴定出935个基因作为关键靶基因。同时,在我们的动物实验中总共鉴定出782个DEPs,包括348个上调蛋白和434个下调蛋白。这些DEPs的功能注释揭示了复杂的分子机制,包括三羧酸循环、氧化磷酸化、心肌收缩。此外,对DEPs与公共数据集中筛选出的关键靶基因进行关联分析。我们进一步确定了这三条通路的重要性。

结论

我们的结果表明,三羧酸循环、氧化磷酸化、心肌收缩在DCM的详细分子机制中起重要作用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fc90/10517512/dbbaadd6a86b/12953_2023_214_Fig8_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fc90/10517512/e85e949c0dbd/12953_2023_214_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fc90/10517512/80ca28274454/12953_2023_214_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fc90/10517512/c330b105a919/12953_2023_214_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fc90/10517512/4b6f89e55578/12953_2023_214_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fc90/10517512/295e321edbf3/12953_2023_214_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fc90/10517512/c9d66e88dad9/12953_2023_214_Fig6_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fc90/10517512/f24a824286f1/12953_2023_214_Fig7_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fc90/10517512/dbbaadd6a86b/12953_2023_214_Fig8_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fc90/10517512/e85e949c0dbd/12953_2023_214_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fc90/10517512/80ca28274454/12953_2023_214_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fc90/10517512/c330b105a919/12953_2023_214_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fc90/10517512/4b6f89e55578/12953_2023_214_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fc90/10517512/295e321edbf3/12953_2023_214_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fc90/10517512/c9d66e88dad9/12953_2023_214_Fig6_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fc90/10517512/f24a824286f1/12953_2023_214_Fig7_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fc90/10517512/dbbaadd6a86b/12953_2023_214_Fig8_HTML.jpg

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