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One Decade of Development and Evolution of MicroRNA Target Prediction Algorithms

机译:MicroRNA靶标预测算法的发展和演进已有十年

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摘要

Nearly two decades have passed since the publication of the first study reporting the discovery of microRNAs (miRNAs). The key role of miRNAs in post-transcriptional gene regulation led to the performance of an increasing number of studies focusing on origins, mechanisms of action and functionality of miRNAs. In order to associate each miRNA to a specific functionality it is essential to unveil the rules that govern miRNA action. Despite the fact that there has been significant improvement exposing structural characteristics of the miRNA–mRNA interaction, the entire physical mechanism is not yet fully understood. In this respect, the development of computational algorithms for miRNA target prediction becomes increasingly important. This manuscript summarizes the research done on miRNA target prediction. It describes the experimental data currently available and used in the field and presents three lines of computational approaches for target prediction. Finally, the authors put forward a number of considerations regarding current challenges and future directions.
机译:自第一项报道发现微RNA(miRNA)的研究发表以来已经过去了近二十年。 miRNA在转录后基因调控中的关键作用导致越来越多的研究集中在miRNA的起源,作用机制和功能上。为了使每个miRNA与特定功能相关联,必须公开控制miRNA作用的规则。尽管暴露了miRNA-mRNA相互作用的结构特征有了显着改善,但尚未完全了解整个物理机制。在这方面,用于miRNA靶标预测的计算算法的开发变得越来越重要。该手稿总结了有关miRNA靶标预测的研究。它描述了当前可用于该领域的实验数据,并提出了三行用于目标预测的计算方法。最后,作者针对当前的挑战和未来的方向提出了许多考虑。

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