Cargando…
An internet-based bioinformatics toolkit for plant biosecurity diagnosis and surveillance of viruses and viroids
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 infect...
Autores principales: | , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2017
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5225587/ https://www.ncbi.nlm.nih.gov/pubmed/28077064 http://dx.doi.org/10.1186/s12859-016-1428-4 |
_version_ | 1782493537762279424 |
---|---|
author | 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. |
author_facet | 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. |
author_sort | Barrero, Roberto A. |
collection | PubMed |
description | 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. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12859-016-1428-4) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-5225587 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-52255872017-01-17 An internet-based bioinformatics toolkit for plant biosecurity diagnosis and surveillance of viruses and viroids 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. BMC Bioinformatics Methodology Article 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. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12859-016-1428-4) contains supplementary material, which is available to authorized users. BioMed Central 2017-01-11 /pmc/articles/PMC5225587/ /pubmed/28077064 http://dx.doi.org/10.1186/s12859-016-1428-4 Text en © The Author(s). 2017 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Methodology Article 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. An internet-based bioinformatics toolkit for plant biosecurity diagnosis and surveillance of viruses and viroids |
title | An internet-based bioinformatics toolkit for plant biosecurity diagnosis and surveillance of viruses and viroids |
title_full | An internet-based bioinformatics toolkit for plant biosecurity diagnosis and surveillance of viruses and viroids |
title_fullStr | An internet-based bioinformatics toolkit for plant biosecurity diagnosis and surveillance of viruses and viroids |
title_full_unstemmed | An internet-based bioinformatics toolkit for plant biosecurity diagnosis and surveillance of viruses and viroids |
title_short | An internet-based bioinformatics toolkit for plant biosecurity diagnosis and surveillance of viruses and viroids |
title_sort | internet-based bioinformatics toolkit for plant biosecurity diagnosis and surveillance of viruses and viroids |
topic | Methodology Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5225587/ https://www.ncbi.nlm.nih.gov/pubmed/28077064 http://dx.doi.org/10.1186/s12859-016-1428-4 |
work_keys_str_mv | AT barrerorobertoa aninternetbasedbioinformaticstoolkitforplantbiosecuritydiagnosisandsurveillanceofvirusesandviroids AT napierkathrynr aninternetbasedbioinformaticstoolkitforplantbiosecuritydiagnosisandsurveillanceofvirusesandviroids AT cunningtonjames aninternetbasedbioinformaticstoolkitforplantbiosecuritydiagnosisandsurveillanceofvirusesandviroids AT lieftinglia aninternetbasedbioinformaticstoolkitforplantbiosecuritydiagnosisandsurveillanceofvirusesandviroids AT keenansandi aninternetbasedbioinformaticstoolkitforplantbiosecuritydiagnosisandsurveillanceofvirusesandviroids AT framptonrebekaha aninternetbasedbioinformaticstoolkitforplantbiosecuritydiagnosisandsurveillanceofvirusesandviroids AT szabotamas aninternetbasedbioinformaticstoolkitforplantbiosecuritydiagnosisandsurveillanceofvirusesandviroids AT bulmansimon aninternetbasedbioinformaticstoolkitforplantbiosecuritydiagnosisandsurveillanceofvirusesandviroids AT hunteradam aninternetbasedbioinformaticstoolkitforplantbiosecuritydiagnosisandsurveillanceofvirusesandviroids AT wardlisa aninternetbasedbioinformaticstoolkitforplantbiosecuritydiagnosisandsurveillanceofvirusesandviroids AT whattammark aninternetbasedbioinformaticstoolkitforplantbiosecuritydiagnosisandsurveillanceofvirusesandviroids AT bellgardmatthewi aninternetbasedbioinformaticstoolkitforplantbiosecuritydiagnosisandsurveillanceofvirusesandviroids AT barrerorobertoa internetbasedbioinformaticstoolkitforplantbiosecuritydiagnosisandsurveillanceofvirusesandviroids AT napierkathrynr internetbasedbioinformaticstoolkitforplantbiosecuritydiagnosisandsurveillanceofvirusesandviroids AT cunningtonjames internetbasedbioinformaticstoolkitforplantbiosecuritydiagnosisandsurveillanceofvirusesandviroids AT lieftinglia internetbasedbioinformaticstoolkitforplantbiosecuritydiagnosisandsurveillanceofvirusesandviroids AT keenansandi internetbasedbioinformaticstoolkitforplantbiosecuritydiagnosisandsurveillanceofvirusesandviroids AT framptonrebekaha internetbasedbioinformaticstoolkitforplantbiosecuritydiagnosisandsurveillanceofvirusesandviroids AT szabotamas internetbasedbioinformaticstoolkitforplantbiosecuritydiagnosisandsurveillanceofvirusesandviroids AT bulmansimon internetbasedbioinformaticstoolkitforplantbiosecuritydiagnosisandsurveillanceofvirusesandviroids AT hunteradam internetbasedbioinformaticstoolkitforplantbiosecuritydiagnosisandsurveillanceofvirusesandviroids AT wardlisa internetbasedbioinformaticstoolkitforplantbiosecuritydiagnosisandsurveillanceofvirusesandviroids AT whattammark internetbasedbioinformaticstoolkitforplantbiosecuritydiagnosisandsurveillanceofvirusesandviroids AT bellgardmatthewi internetbasedbioinformaticstoolkitforplantbiosecuritydiagnosisandsurveillanceofvirusesandviroids |