rnaCrosslinkOO:面向对象的 R 软件包,用于分析 RNA 交联实验生成的 RNA 结构数据。

IF 4.4 3区 生物学 Q1 BIOCHEMICAL RESEARCH METHODS Bioinformatics Pub Date : 2024-04-10 DOI:10.1093/bioinformatics/btae193
Jonathan L. Price, Omer Ziv, M. Pinckert, Andrew Lim, Eric A. Miska
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引用次数: 0

摘要

摘要RNA(核糖核酸)分子在体内具有二级和三级结构,在基因表达调控、RNA加工和定位等细胞过程中发挥着至关重要的作用。研究这些结构的能力将提高我们对其功能的认识,并有助于诊断和治疗由 RNA 失调引起的疾病。然而,目前还没有成熟的管道或软件包来处理和分析复杂的体内 RNA 结构数据。在这里,我们介绍 rnaCrosslinkOO(RNA Crosslink Object-Oriented),这是一个新颖的软件包,用于综合分析 COMRADES(Crosslinking of Matched RNA and Deep Sequencing)方法获得的数据。它包括读取处理和比对、双链聚类、数据探索、折叠和 RNA 结构比较。rnaCrosslinkOO 还能在不同条件下进行比较,识别 RNA 之间的相互作用,并结合反应性数据来改进结构预测。AVAILABILITY AND IMPLEMENTATIONrnaCrosslinkOO 可免费提供给非商业用户,并用 R 语言实现,源代码和文档可在 [https://CRAN.R-project.org/package=rnaCrosslinkOO] 上查阅。该软件支持 Linux、macOS 和 Windows 平台。
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rnaCrosslinkOO: An Object-Oriented R Package for the Analysis of RNA Structural Data Generated by RNA Crosslinking Experiments.
SUMMARY RNA (Ribonucleic Acid) molecules have secondary and tertiary structures in vivo which play a crucial role in cellular processes such as the regulation of gene expression, RNA processing and localisation. The ability to investigate these structures will enhance our understanding of their function and contribute to the diagnosis and treatment of diseases caused by RNA dysregulation. However, there are no mature pipelines or packages for processing and analysing complex in vivo RNA structural data. Here, we present rnaCrosslinkOO (RNA Crosslink Object-Oriented), a novel software package for the comprehensive analysis of data derived from the COMRADES (Crosslinking of Matched RNA and Deep Sequencing) method. rnaCrosslinkOO offers a comprehensive pipeline from raw sequencing reads to the identification and comparison of RNA structural features. It includes read processing and alignment, clustering of duplexes, data exploration, folding and comparisons of RNA structures. rnaCrosslinkOO also enables comparisons between conditions, the identification of inter-RNA interactions, and the incorporation of reactivity data to improve structure prediction. AVAILABILITY AND IMPLEMENTATION rnaCrosslinkOO is freely available to non-commercial users and implemented in R, with the source code and documentation accessible at [https://CRAN.R-project.org/package=rnaCrosslinkOO]. The software is supported on Linux, macOS, and Windows platforms.
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来源期刊
Bioinformatics
Bioinformatics 生物-生化研究方法
CiteScore
11.20
自引率
5.20%
发文量
753
审稿时长
2.1 months
期刊介绍: The leading journal in its field, Bioinformatics publishes the highest quality scientific papers and review articles of interest to academic and industrial researchers. Its main focus is on new developments in genome bioinformatics and computational biology. Two distinct sections within the journal - Discovery Notes and Application Notes- focus on shorter papers; the former reporting biologically interesting discoveries using computational methods, the latter exploring the applications used for experiments.
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