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一种基于互联网的生物信息学工具包,用于植物生物安全中病毒和类病毒的诊断与监测。

An internet-based bioinformatics toolkit for plant biosecurity diagnosis and surveillance of viruses and viroids.

作者信息

Barrero Roberto A, Napier Kathryn R, Cunnington James, Liefting Lia, Keenan Sandi, Frampton Rebekah A, Szabo Tamas, Bulman Simon, Hunter Adam, Ward Lisa, Whattam Mark, Bellgard Matthew I

机构信息

Centre for Comparative Genomics, Murdoch University, Murdoch, WA, 6150, Australia.

Plant Biosecurity Cooperative Research Centre, Canberra, ACT, 2617, Australia.

出版信息

BMC Bioinformatics. 2017 Jan 11;18(1):26. doi: 10.1186/s12859-016-1428-4.

Abstract

BACKGROUND

Detection and preventing entry of exotic viruses and viroids at the border is critical for protecting plant industries trade worldwide. Existing post entry quarantine screening protocols rely on time-consuming biological indicators and/or molecular assays that require knowledge of infecting viral pathogens. Plants have developed the ability to recognise and respond to viral infections through Dicer-like enzymes that cleave viral sequences into specific small RNA products. Many studies reported the use of a broad range of small RNAs encompassing the product sizes of several Dicer enzymes involved in distinct biological pathways. Here we optimise the assembly of viral sequences by using specific small RNA subsets.

RESULTS

We sequenced the small RNA fractions of 21 plants held at quarantine glasshouse facilities in Australia and New Zealand. Benchmarking of several de novo assembler tools yielded SPAdes using a kmer of 19 to produce the best assembly outcomes. We also found that de novo assembly using 21-25 nt small RNAs can result in chimeric assemblies of viral sequences and plant host sequences. Such non-specific assemblies can be resolved by using 21-22 nt or 24 nt small RNAs subsets. Among the 21 selected samples, we identified contigs with sequence similarity to 18 viruses and 3 viroids in 13 samples. Most of the viruses were assembled using only 21-22 nt long virus-derived siRNAs (viRNAs), except for one Citrus endogenous pararetrovirus that was more efficiently assembled using 24 nt long viRNAs. All three viroids found in this study were fully assembled using either 21-22 nt or 24 nt viRNAs. Optimised analysis workflows were customised within the Yabi web-based analytical environment. We present a fully automated viral surveillance and diagnosis web-based bioinformatics toolkit that provides a flexible, user-friendly, robust and scalable interface for the discovery and diagnosis of viral pathogens.

CONCLUSIONS

We have implemented an automated viral surveillance and diagnosis (VSD) bioinformatics toolkit that produces improved viruses and viroid sequence assemblies. The VSD toolkit provides several optimised and reusable workflows applicable to distinct viral pathogens. We envisage that this resource will facilitate the surveillance and diagnosis viral pathogens in plants, insects and invertebrates.

摘要

背景

在边境检测并防止外来病毒和类病毒进入对于保护全球植物产业贸易至关重要。现有的入境后检疫筛查方案依赖耗时的生物指标和/或需要了解感染病毒病原体知识的分子检测方法。植物已发展出通过类似Dicer的酶识别并响应病毒感染的能力,这些酶将病毒序列切割成特定的小RNA产物。许多研究报道了使用涵盖参与不同生物学途径的几种Dicer酶产物大小范围的多种小RNA。在此,我们通过使用特定的小RNA子集优化病毒序列的组装。

结果

我们对澳大利亚和新西兰检疫温室设施中保存的21种植物的小RNA组分进行了测序。对几种从头组装工具的基准测试表明,使用19的kmer的SPAdes产生了最佳组装结果。我们还发现,使用21 - 25 nt的小RNA进行从头组装可能导致病毒序列和植物宿主序列的嵌合组装。这种非特异性组装可以通过使用21 - 22 nt或24 nt的小RNA子集来解决。在所选的21个样本中,我们在13个样本中鉴定出与18种病毒和3种类病毒具有序列相似性的重叠群。除了一种柑橘内源性逆转录病毒使用24 nt长的病毒来源的小干扰RNA(viRNA)能更有效地组装外,大多数病毒仅使用21 - 22 nt长的viRNA进行组装。本研究中发现的所有三种类病毒均使用21 - 22 nt或24 nt的viRNA完全组装。在基于网络的Yabi分析环境中定制了优化的分析工作流程。我们展示了一个基于网络的全自动病毒监测和诊断生物信息学工具包,该工具包为病毒病原体的发现和诊断提供了一个灵活、用户友好、强大且可扩展的界面。

结论

我们实施了一个自动化病毒监测和诊断(VSD)生物信息学工具包,该工具包能产生改进的病毒和类病毒序列组装。VSD工具包提供了几种适用于不同病毒病原体的优化且可重复使用的工作流程。我们设想该资源将促进对植物、昆虫和无脊椎动物中病毒病原体的监测和诊断。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/59a9/5225587/866e6ed13523/12859_2016_1428_Fig1_HTML.jpg

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