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心脏发育中 microRNA 功能的计算分析。

Computational analysis of microRNA function in heart development.

机构信息

Center for Systems Biology, Soochow University, Suzhou, China.

出版信息

Acta Biochim Biophys Sin (Shanghai). 2010 Sep;42(9):662-70. doi: 10.1093/abbs/gmq072. Epub 2010 Aug 17.

Abstract

Emerging evidence suggests that specific spatio-temporal microRNA (miRNA) expression is required for heart development. In recent years, hundreds of miRNAs have been discovered. In contrast, functional annotations are available only for a very small fraction of these regulatory molecules. In order to provide a global perspective for the biologists who study the relationship between differentially expressed miRNAs and heart development, we employed computational analysis to uncover the specific cellular processes and biological pathways targeted by miRNAs in mouse heart development. Here, we utilized Gene Ontology (GO) categories, KEGG Pathway, and GeneGo Pathway Maps as a gene functional annotation system for miRNA target enrichment analysis. The target genes of miRNAs were found to be enriched in functional categories and pathway maps in which miRNAs could play important roles during heart development. Meanwhile, we developed miRHrt (http://sysbio.suda.edu.cn/mirhrt/), a database aiming to provide a comprehensive resource of miRNA function in regulating heart development. These computational analysis results effectively illustrated the correlation of differentially expressed miRNAs with cellular functions and heart development. We hope that the identified novel heart development-associated pathways and the database presented here would facilitate further understanding of the roles and mechanisms of miRNAs in heart development.

摘要

新出现的证据表明,特定的时空 miRNA(miRNA)表达对于心脏发育是必需的。近年来,已经发现了数百种 miRNA。相比之下,这些调控分子中只有很小一部分具有功能注释。为了为研究差异表达 miRNA 与心脏发育之间关系的生物学家提供全局视角,我们采用计算分析方法来揭示 miRNA 在小鼠心脏发育过程中靶向的特定细胞过程和生物学途径。在这里,我们利用基因本体论 (GO) 类别、KEGG 途径和 GeneGo 途径图谱作为 miRNA 靶标富集分析的基因功能注释系统。发现 miRNA 的靶基因在功能类别和途径图谱中富集,表明 miRNA 在心脏发育过程中可能发挥重要作用。同时,我们开发了 miRHrt(http://sysbio.suda.edu.cn/mirhrt/),这是一个旨在提供 miRNA 在调节心脏发育中功能的综合资源的数据库。这些计算分析结果有效地说明了差异表达 miRNA 与细胞功能和心脏发育之间的相关性。我们希望这里确定的新的心脏发育相关途径和数据库将有助于进一步了解 miRNA 在心脏发育中的作用和机制。

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