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Discovering sequence and structure landscapes in RNA interaction motifs

机译:在RNA相互作用基序中发现序列和结构图

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摘要

RNA molecules are able to bind proteins, DNA and other small or long RNAs using information at primary, secondary or tertiary structure level. Recent techniques that use cross-linking and immunoprecipitation of RNAs can detect these interactions and, if followed by high-throughput sequencing, molecules can be analysed to find recurrent elements shared by interactors, such as sequence and/or structure motifs. Many tools are able to find sequence motifs from lists of target RNAs, while others focus on structure using different approaches to find specific interaction elements. In this work, we make a systematic analysis of RBP–RNA and RNA–RNA datasets to better characterize the interaction landscape with information about multi-motifs on the same RNAs. To achieve this goal, we updated our BEAM algorithm to combine both sequence and structure information to create pairs of patterns that model motifs of interaction. This algorithm was applied to several RNA binding proteins and ncRNAs interactors, confirming already known motifs and discovering new ones. This landscape analysis on interaction variability reflects the diversity of target recognition and underlines that often both primary and secondary structure are involved in molecular recognition.
机译:RNA分子能够使用一级,二级或三级结构信息结合蛋白质,DNA和其他小或长RNA。使用RNA交联和免疫沉淀的最新技术可以检测到这些相互作用,并且,如果随后进行高通量测序,则可以对分子进行分析以发现相互作用子共有的递归元件,例如序列和/或结构基序。许多工具都可以从目标RNA列表中找到序列基序,而其他工具则专注于使用不同方法来寻找特定相互作用元素的结构。在这项工作中,我们对RBP-RNA和RNA-RNA数据集进行了系统分析,以更好地表征相互作用场景,并具有关于同一RNA上多个基序的信息。为了实现此目标,我们更新了BEAM算法,将序列和结构信息结合在一起,以创建对相互作用的主题进行建模的模式对。该算法已应用于多种RNA结合蛋白和ncRNAs相互作用子,确认了已知的基序并发现了新的基序。这种对相互作用变异性的态势分析反映了目标识别的多样性,并强调了分子识别中经常同时涉及一级和二级结构。

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