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Interlaboratory Comparison Study on Ribodepleted Total RNA High-Throughput Sequencing for Plant Virus Diagnostics and Bioinformatic Competence

High-throughput sequencing (HTS) technologies and bioinformatic analyses are of growing interest to be used as a routine diagnostic tool in the field of plant viruses. The reliability of HTS workflows from sample preparation to data analysis and results interpretation for plant virus detection and i...

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Autores principales: Gaafar, Yahya Z. A., Westenberg, Marcel, Botermans, Marleen, László, Krizbai, De Jonghe, Kris, Foucart, Yoika, Ferretti, Luca, Kutnjak, Denis, Pecman, Anja, Mehle, Nataša, Kreuze, Jan, Muller, Giovanna, Vakirlis, Nikolaos, Beris, Despoina, Varveri, Christina, Ziebell, Heiko
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8469820/
https://www.ncbi.nlm.nih.gov/pubmed/34578206
http://dx.doi.org/10.3390/pathogens10091174
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author Gaafar, Yahya Z. A.
Westenberg, Marcel
Botermans, Marleen
László, Krizbai
De Jonghe, Kris
Foucart, Yoika
Ferretti, Luca
Kutnjak, Denis
Pecman, Anja
Mehle, Nataša
Kreuze, Jan
Muller, Giovanna
Vakirlis, Nikolaos
Beris, Despoina
Varveri, Christina
Ziebell, Heiko
author_facet Gaafar, Yahya Z. A.
Westenberg, Marcel
Botermans, Marleen
László, Krizbai
De Jonghe, Kris
Foucart, Yoika
Ferretti, Luca
Kutnjak, Denis
Pecman, Anja
Mehle, Nataša
Kreuze, Jan
Muller, Giovanna
Vakirlis, Nikolaos
Beris, Despoina
Varveri, Christina
Ziebell, Heiko
author_sort Gaafar, Yahya Z. A.
collection PubMed
description High-throughput sequencing (HTS) technologies and bioinformatic analyses are of growing interest to be used as a routine diagnostic tool in the field of plant viruses. The reliability of HTS workflows from sample preparation to data analysis and results interpretation for plant virus detection and identification must be evaluated (verified and validated) to approve this tool for diagnostics. Many different extraction methods, library preparation protocols, and sequence and bioinformatic pipelines are available for virus sequence detection. To assess the performance of plant virology diagnostic laboratories in using the HTS of ribosomal RNA depleted total RNA (ribodepleted totRNA) as a diagnostic tool, we carried out an interlaboratory comparison study in which eight participants were required to use the same samples, (RNA) extraction kit, ribosomal RNA depletion kit, and commercial sequencing provider, but also their own bioinformatics pipeline, for analysis. The accuracy of virus detection ranged from 65% to 100%. The false-positive detection rate was very low and was related to the misinterpretation of results as well as to possible cross-contaminations in the lab or sequencing provider. The bioinformatic pipeline used by each laboratory influenced the correct detection of the viruses of this study. The main difficulty was the detection of a novel virus as its sequence was not available in a publicly accessible database at the time. The raw data were reanalysed using Virtool to assess its ability for virus detection. All virus sequences were detected using Virtool in the different pools. This study revealed that the ribodepletion target enrichment for sample preparation is a reliable approach for the detection of plant viruses with different genomes. A significant level of virology expertise is needed to correctly interpret the results. It is also important to improve and complete the reference data.
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spelling pubmed-84698202021-09-27 Interlaboratory Comparison Study on Ribodepleted Total RNA High-Throughput Sequencing for Plant Virus Diagnostics and Bioinformatic Competence Gaafar, Yahya Z. A. Westenberg, Marcel Botermans, Marleen László, Krizbai De Jonghe, Kris Foucart, Yoika Ferretti, Luca Kutnjak, Denis Pecman, Anja Mehle, Nataša Kreuze, Jan Muller, Giovanna Vakirlis, Nikolaos Beris, Despoina Varveri, Christina Ziebell, Heiko Pathogens Article High-throughput sequencing (HTS) technologies and bioinformatic analyses are of growing interest to be used as a routine diagnostic tool in the field of plant viruses. The reliability of HTS workflows from sample preparation to data analysis and results interpretation for plant virus detection and identification must be evaluated (verified and validated) to approve this tool for diagnostics. Many different extraction methods, library preparation protocols, and sequence and bioinformatic pipelines are available for virus sequence detection. To assess the performance of plant virology diagnostic laboratories in using the HTS of ribosomal RNA depleted total RNA (ribodepleted totRNA) as a diagnostic tool, we carried out an interlaboratory comparison study in which eight participants were required to use the same samples, (RNA) extraction kit, ribosomal RNA depletion kit, and commercial sequencing provider, but also their own bioinformatics pipeline, for analysis. The accuracy of virus detection ranged from 65% to 100%. The false-positive detection rate was very low and was related to the misinterpretation of results as well as to possible cross-contaminations in the lab or sequencing provider. The bioinformatic pipeline used by each laboratory influenced the correct detection of the viruses of this study. The main difficulty was the detection of a novel virus as its sequence was not available in a publicly accessible database at the time. The raw data were reanalysed using Virtool to assess its ability for virus detection. All virus sequences were detected using Virtool in the different pools. This study revealed that the ribodepletion target enrichment for sample preparation is a reliable approach for the detection of plant viruses with different genomes. A significant level of virology expertise is needed to correctly interpret the results. It is also important to improve and complete the reference data. MDPI 2021-09-12 /pmc/articles/PMC8469820/ /pubmed/34578206 http://dx.doi.org/10.3390/pathogens10091174 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Gaafar, Yahya Z. A.
Westenberg, Marcel
Botermans, Marleen
László, Krizbai
De Jonghe, Kris
Foucart, Yoika
Ferretti, Luca
Kutnjak, Denis
Pecman, Anja
Mehle, Nataša
Kreuze, Jan
Muller, Giovanna
Vakirlis, Nikolaos
Beris, Despoina
Varveri, Christina
Ziebell, Heiko
Interlaboratory Comparison Study on Ribodepleted Total RNA High-Throughput Sequencing for Plant Virus Diagnostics and Bioinformatic Competence
title Interlaboratory Comparison Study on Ribodepleted Total RNA High-Throughput Sequencing for Plant Virus Diagnostics and Bioinformatic Competence
title_full Interlaboratory Comparison Study on Ribodepleted Total RNA High-Throughput Sequencing for Plant Virus Diagnostics and Bioinformatic Competence
title_fullStr Interlaboratory Comparison Study on Ribodepleted Total RNA High-Throughput Sequencing for Plant Virus Diagnostics and Bioinformatic Competence
title_full_unstemmed Interlaboratory Comparison Study on Ribodepleted Total RNA High-Throughput Sequencing for Plant Virus Diagnostics and Bioinformatic Competence
title_short Interlaboratory Comparison Study on Ribodepleted Total RNA High-Throughput Sequencing for Plant Virus Diagnostics and Bioinformatic Competence
title_sort interlaboratory comparison study on ribodepleted total rna high-throughput sequencing for plant virus diagnostics and bioinformatic competence
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8469820/
https://www.ncbi.nlm.nih.gov/pubmed/34578206
http://dx.doi.org/10.3390/pathogens10091174
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