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从CLIP-Seq数据中发现环状RNA-微小RNA相互作用

Discovering circRNA-microRNA Interactions from CLIP-Seq Data.

作者信息

Zhang Xiao-Qin, Yang Jian-Hua

机构信息

School of Medicine, South China University of Technology, Guangzhou, People's Republic of China.

Department of Surgery, Li Ka Shing Faculty of Medicine, University of Hong Kong, Pok Fu Lam, Hong Kong.

出版信息

Methods Mol Biol. 2018;1724:193-207. doi: 10.1007/978-1-4939-7562-4_16.

Abstract

Circular RNAs (circRNAs) represent an abundant group of noncoding RNAs in eukaryotes and are emerging as important regulatory molecules in physiological and pathological processes. However, the precise mechanisms and functions of most of circRNAs remain largely unknown. In this chapter, we describe how to identify circRNA-microRNA interactions from Argonaute (AGO) cross-linking and immunoprecipitation followed by sequencing (CLIP-Seq) and RNA-Seq data using starBase platform and software. We developed three stand-alone computational software, including circSeeker, circAnno, and clipSearch, to identify and annotate circRNAs and their interactions with microRNAs (miRNAs). In addition, we developed interactive Web applications to evaluate circRNA-miRNA interactions identified from CLIP-Seq data and discover the miRNA-sponge circRNAs. starBase platform provides a genome browser to comparatively analyze these interactions at multiple levels. As a means of comprehensively integrating CLIP-Seq and RNA-Seq data, starBase platform is expected to reveal the regulatory networks involving miRNAs and circRNAs. The software and platform are available at http://starbase.sysu.edu.cn/circTools.php.

摘要

环状RNA(circRNAs)是真核生物中一类丰富的非编码RNA,正逐渐成为生理和病理过程中的重要调控分子。然而,大多数circRNAs的确切机制和功能仍 largely未知。在本章中,我们描述了如何使用starBase平台和软件,从AGO交联免疫沉淀测序(CLIP-Seq)和RNA-Seq数据中识别circRNA-微小RNA相互作用。我们开发了三个独立的计算软件,包括circSeeker、circAnno和clipSearch,用于识别和注释circRNAs及其与微小RNA(miRNAs)的相互作用。此外,我们开发了交互式网络应用程序,以评估从CLIP-Seq数据中识别出的circRNA-miRNA相互作用,并发现miRNA海绵circRNAs。starBase平台提供了一个基因组浏览器,用于在多个层面比较分析这些相互作用。作为全面整合CLIP-Seq和RNA-Seq数据的一种手段,starBase平台有望揭示涉及miRNAs和circRNAs的调控网络。该软件和平台可在http://starbase.sysu.edu.cn/circTools.php获取。

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