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RCAS: an RNA centric annotation system for transcriptome-wide regions of interest

机译:RCAS:以RNA为中心的注释系统用于感兴趣的转录组范围

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摘要

In the field of RNA, the technologies for studying the transcriptome have created a tremendous potential for deciphering the puzzles of the RNA biology. Along with the excitement, the unprecedented volume of RNA related omics data is creating great challenges in bioinformatics analyses. Here, we present the RNA Centric Annotation System (RCAS), an R package, which is designed to ease the process of creating gene-centric annotations and analysis for the genomic regions of interest obtained from various RNA-based omics technologies. The design of RCAS is modular, which enables flexible usage and convenient integration with other bioinformatics workflows. RCAS is an R/Bioconductor package but we also created graphical user interfaces including a Galaxy wrapper and a stand-alone web service. The application of RCAS on published datasets shows that RCAS is not only able to reproduce published findings but also helps generate novel knowledge and hypotheses. The meta-gene profiles, gene-centric annotation, motif analysis and gene-set analysis provided by RCAS provide contextual knowledge which is necessary for understanding the functional aspects of different biological events that involve RNAs. In addition, the array of different interfaces and deployment options adds the convenience of use for different levels of users. RCAS is available at and .
机译:在RNA领域,研究转录组的技术为破译RNA生物学难题创造了巨大潜力。伴随着兴奋,前所未有的大量与RNA相关的组学数据正在对生物信息学分析提出巨大挑战。在这里,我们介绍了RNA中心注释系统(RCAS),一个R软件包,其设计目的是简化从各种基于RNA的组学技术获得的感兴趣的基因组区域的创建基因中心注释和分析的过程。 RCAS的设计是模块化的,可灵活使用并与其他生物信息学工作流程轻松集成。 RCAS是R / Bioconductor软件包,但我们还创建了图形用户界面,包括Galaxy包装器和独立的Web服务。 RCAS在已发布的数据集上的应用表明,RCAS不仅能够复制已发布的发现,而且还有助于产生新的知识和假设。 RCAS提供的元基因概况,以基因为中心的注释,基序分析和基因集分析提供了背景知识,这对于理解涉及RNA的不同生物事件的功能方面是必不可少的。另外,不同接口和部署选项的阵列为不同级别的用户增加了使用便利性。 RCAS可在和获得。

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