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利用短RNA进行植物病毒宏基因组学研究的生物信息学方法:以鹰嘴豆群体为例的研究与应用

Bioinformatics approaches for viral metagenomics in plants using short RNAs: model case of study and application to a Cicer arietinum population.

作者信息

Pirovano Walter, Miozzi Laura, Boetzer Marten, Pantaleo Vitantonio

机构信息

Genome Analysis and Technology Department, BaseClear B. V. Leiden, Netherlands.

Institute for Sustainable Plant Protection of National Research Council Torino, Italy.

出版信息

Front Microbiol. 2015 Jan 27;5:790. doi: 10.3389/fmicb.2014.00790. eCollection 2014.

Abstract

Over the past years deep sequencing experiments have opened novel doors to reconstruct viral populations in a high-throughput and cost-effective manner. Currently a substantial number of studies have been performed which employ next generation sequencing techniques to either analyze known viruses by means of a reference-guided approach or to discover novel viruses using a de novo-based strategy. Taking advantage of the well-known Cymbidium ringspot virus we have carried out a comparison of different bioinformatics tools to reconstruct the viral genome based on 21-27 nt short (s)RNA sequencing with the aim to identify the most efficient pipeline. The same approach was applied to a population of plants constituting an ancient variety of Cicer arietinum with red seeds. Among the discovered viruses, we describe the presence of a Tobamovirus referring to the Tomato mottle mosaic virus (NC_022230), which was not yet observed on C. arietinum nor revealed in Europe and a viroid referring to Hop stunt viroid (NC_001351.1) never reported in chickpea. Notably, a reference sequence guided approach appeared the most efficient in such kind of investigation. Instead, the de novo assembly reached a non-appreciable coverage although the most prominent viral species could still be identified. Advantages and limitations of viral metagenomics analysis using sRNAs are discussed.

摘要

在过去几年中,深度测序实验为以高通量且经济高效的方式重建病毒群体打开了新的大门。目前,已经开展了大量研究,这些研究采用下一代测序技术,要么通过参考引导方法分析已知病毒,要么使用从头开始的策略发现新型病毒。利用著名的建兰花叶病毒,我们基于21 - 27个核苷酸的短链(s)RNA测序,对不同的生物信息学工具进行了比较,以重建病毒基因组,目的是确定最有效的流程。同样的方法应用于构成古老红籽鹰嘴豆品种的一批植物。在发现的病毒中,我们描述了一种烟草花叶病毒,即番茄斑驳花叶病毒(NC_022230),在鹰嘴豆上尚未观察到,在欧洲也未发现,以及一种类病毒,即啤酒花矮化类病毒(NC_001351.1),在鹰嘴豆中从未报道过。值得注意的是,在这类研究中,参考序列引导方法似乎是最有效的。相反,尽管仍能识别出最主要的病毒种类,但从头组装的覆盖度并不显著。本文讨论了使用sRNAs进行病毒宏基因组学分析的优缺点。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4973/4307218/a4cad16bbdc7/fmicb-05-00790-g001.jpg

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