Systems Biology and Biomedical Informatics Laboratory, Department of Computer Science and Engineering, University of Nebraska-Lincoln, Lincoln, NE, USA.
Brief Bioinform. 2020 Jul 15;21(4):1313-1326. doi: 10.1093/bib/bbz079.
Rapid advances in genomics discovery tools and a growing realization of microRNA's implication in intercellular communication have led to a proliferation of studies of circulating microRNA sorting and regulation across cells and different species. Although sometimes, reaching controversial scientific discoveries and conclusions, these studies have yielded new insights in the functional roles of circulating microRNA and a plethora of analytical methods and tools. Here, we consider this body of work in light of key computational principles underpinning discovery of circulating microRNAs in terms of their sorting and targeting, with the goal of providing practical guidance for applications that is focused on the design and analysis of circulating microRNAs and their context-dependent regulation. We survey a broad range of informatics methods and tools that are available to the researcher, discuss their key features, applications and various unsolved problems and close this review with prospects and broader implication of this field.
基因组学发现工具的快速发展和对 microRNA 在细胞间通讯中的作用的认识不断提高,导致了对循环 microRNA 分选和调节的研究在细胞和不同物种中的大量涌现。尽管有时会得出有争议的科学发现和结论,但这些研究为循环 microRNA 的功能作用以及大量分析方法和工具提供了新的见解。在这里,我们根据循环 microRNA 分选和靶向的关键计算原理,考虑这方面的工作,目的是为专注于循环 microRNA 及其与上下文相关的调节的设计和分析的应用提供实用的指导。我们调查了广泛的可用于研究人员的信息学方法和工具,讨论了它们的主要特点、应用以及各种未解决的问题,并在这篇综述的结尾展望了这个领域的前景和更广泛的影响。