Alternative Conformations of lncRNAs Identified Through Structural Deconvolution of SHAPE- and DMS-MaP Datasets

bioRxiv Pub Date : 2024-08-08 DOI:10.1101/2024.08.06.606861
Lucy Fallon, Alisha N Jones
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Abstract

The biological function of many classes of RNAs depend on their structures, which can exist as structural ensembles, rather than a single minimum free energy fold. In the past decade, long noncoding RNAs (lncRNAs) have emerged as functional transcripts in gene regulation that behave through their primary sequences and the structures they adopt. Chemical probing experiments, like selective 2’-hydroxyl acylation analyzed by primer extension and mutational profiling (SHAPE-MaP), and dimethyl sulfate-MaP (DMS-MaP), facilitate the characterization of RNA secondary structure both inside and outside the cell. But chemical probing experiments yield an average reactivity profile, representative of all the structures a particular RNA transcript adopts at the time of chemical probing, weighted by their relative populations. Chemical probing experiments often struggle to identify coexisting conformations a lncRNA might sample. Computational methods (DRACO, DREEM, DANCE-MaP) have been developed to identify alternate conformations of RNAs by deconvoluting chemical probing data. In this work, we investigate the propensity for lncRNAs to sample multiple structured states, and find each of the studied lncRNAs possess coexisting folds. We discuss the implications of lncRNAs harboring multiple structures and how it may contribute to their multifunctionality in regulating biological processes.
通过 SHAPE 和 DMS-MaP 数据集的结构解卷积发现 lncRNA 的替代构象
许多种类的 RNA 的生物功能取决于它们的结构,这些结构可以是结构组合,而不是单一的最小自由能折叠。在过去十年中,长非编码 RNA(lncRNA)作为基因调控的功能性转录本出现了,它们通过主序列和所采用的结构发挥作用。通过引物延伸和突变分析(SHAPE-MaP)和硫酸二甲酯-MaP(DMS-MaP)等选择性 2'-羟基酰化分析的化学探测实验有助于鉴定细胞内外的 RNA 二级结构。但化学探测实验产生的是平均反应性曲线,代表了特定 RNA 转录本在化学探测时采用的所有结构,并按其相对数量加权。化学探测实验往往难以确定 lncRNA 可能采样的共存构象。目前已开发出一些计算方法(DRACO、DREEM、DANCE-MaP),通过对化学探针数据去卷积来识别 RNA 的替代构象。在这项工作中,我们研究了 lncRNA 取样多种结构状态的倾向,发现所研究的每种 lncRNA 都具有共存的褶皱。我们讨论了lncRNA具有多种结构的意义,以及这可能如何有助于它们在调控生物过程中的多功能性。
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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