Integrated Analysis of microRNA Targets Reveals New Insights into Transcriptional-Post-Transcriptional Regulatory Cross-Talk.

IF 3.6 3区 生物学 Q1 BIOLOGY
Simona Panni, Roberto Pizzolotto
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引用次数: 0

Abstract

It is becoming increasingly clear that microRNAs are key players in gene regulatory networks, modulating gene expression at post-transcriptional level. Their involvement in almost all cellular processes predicts their role in diseases, and several microRNA-based therapeutics are currently undergoing clinical testing. Despite their undeniable relevance and the substantial body of literature demonstrating their role in cancer and other pathologies, the identification of functional interactions is still challenging. To address this issue, several resources have been developed to collect information from the literature, according to different criteria and reliability scores. In the present study, we have constructed a network of verified microRNA-mRNA interactions by integrating strong-evidence couples from different resources. Our analysis of the resulting network reveals that only one-fifth of the human genes exhibits experimental validated regulation by microRNAs. A very small subset of them is controlled by more than 20 microRNAs, and these hubs are highly enriched of pivotal transcription factors and regulatory proteins, strongly suggesting a complex interplay and a combinatorial effect between transcriptional and post-transcriptional gene control. Data analysis also reveals that several microRNAs control multiple targets involved in the same pathway or biological process, likely contributing to the coordinated control of the protein levels.

人们越来越清楚地认识到,microRNA 是基因调控网络中的关键角色,在转录后水平调节基因表达。它们参与了几乎所有的细胞过程,这预示着它们在疾病中的作用,目前有几种基于 microRNA 的疗法正在进行临床试验。尽管它们的相关性毋庸置疑,大量文献也证明了它们在癌症和其他病症中的作用,但功能性相互作用的鉴定仍具有挑战性。为了解决这个问题,人们开发了几种资源,根据不同的标准和可靠性评分从文献中收集信息。在本研究中,我们通过整合来自不同资源的强证据偶联物,构建了一个已验证的 microRNA-mRNA 相互作用网络。我们对网络的分析表明,只有五分之一的人类基因受 microRNAs 的实验验证调控。其中有一小部分基因受 20 多种 microRNA 的调控,而这些中心高度富集了关键转录因子和调控蛋白,这有力地表明转录和转录后基因调控之间存在复杂的相互作用和组合效应。数据分析还显示,一些 microRNAs 控制着涉及同一途径或生物过程的多个靶标,很可能有助于蛋白质水平的协调控制。
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
Biology-Basel
Biology-Basel Biological Science-Biological Science
CiteScore
5.70
自引率
4.80%
发文量
1618
审稿时长
11 weeks
期刊介绍: Biology (ISSN 2079-7737) is an international, peer-reviewed, quick-refereeing open access journal of Biological Science published by MDPI online. It publishes reviews, research papers and communications in all areas of biology and at the interface of related disciplines. Our aim is to encourage scientists to publish their experimental and theoretical results in as much detail as possible. There is no restriction on the length of the papers. The full experimental details must be provided so that the results can be reproduced. Electronic files regarding the full details of the experimental procedure, if unable to be published in a normal way, can be deposited as supplementary material.
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