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Metagenomic Surveillance of Viral Gastroenteritis in a Public Health Setting

Norovirus is the primary cause of viral gastroenteritis (GE). To investigate norovirus epidemiology, there is a need for whole-genome sequencing and reference sets consisting of complete genomes. To investigate the potential of shotgun metagenomic sequencing on the Illumina platform for whole-genome...

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Autores principales: Schmitz, Dennis, Zwagemaker, Florian, van der Veer, Bas, Vennema, Harry, Laros, Jeroen F. J., Koopmans, Marion P. G., De Graaf, Miranda, Kroneman, Annelies
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Society for Microbiology 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10434279/
https://www.ncbi.nlm.nih.gov/pubmed/37432120
http://dx.doi.org/10.1128/spectrum.05022-22
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author Schmitz, Dennis
Zwagemaker, Florian
van der Veer, Bas
Vennema, Harry
Laros, Jeroen F. J.
Koopmans, Marion P. G.
De Graaf, Miranda
Kroneman, Annelies
author_facet Schmitz, Dennis
Zwagemaker, Florian
van der Veer, Bas
Vennema, Harry
Laros, Jeroen F. J.
Koopmans, Marion P. G.
De Graaf, Miranda
Kroneman, Annelies
author_sort Schmitz, Dennis
collection PubMed
description Norovirus is the primary cause of viral gastroenteritis (GE). To investigate norovirus epidemiology, there is a need for whole-genome sequencing and reference sets consisting of complete genomes. To investigate the potential of shotgun metagenomic sequencing on the Illumina platform for whole-genome sequencing, 71 reverse transcriptase quantitative PCR (RT-qPCR) norovirus positive-feces (threshold cycle [C(T)], <30) samples from norovirus surveillance within The Netherlands were subjected to metagenomic sequencing. Data were analyzed through an in-house next-generation sequencing (NGS) analysis workflow. Additionally, we assessed the potential of metagenomic sequencing for the surveillance of off-target viruses that are of importance for public health, e.g., sapovirus, rotavirus A, enterovirus, parechovirus, aichivirus, adenovirus, and bocaparvovirus. A total of 60 complete and 10 partial norovirus genomes were generated, representing 7 genogroup I capsid genotypes and 12 genogroup II capsid genotypes. In addition to the norovirus genomes, the metagenomic approach yielded partial or complete genomes of other viruses for 39% of samples from children and 6.7% of samples from adults, including adenovirus 41 (N = 1); aichivirus 1 (N = 1); coxsackievirus A2 (N = 2), A4 (N = 2), A5 (N = 1), and A16 (N = 1); bocaparvovirus 1 (N = 1) and 3 (N = 1); human parechovirus 1 (N = 2) and 3 (N = 1); Rotavirus A (N = 1); and a sapovirus GI.7 (N = 1). The sapovirus GI.7 was initially not detected through RT-qPCR and warranted an update of the primer and probe set. Metagenomic sequencing on the Illumina platform robustly determines complete norovirus genomes and may be used to broaden gastroenteritis surveillance by capturing off-target enteric viruses. IMPORTANCE Viral gastroenteritis results in significant morbidity and mortality in vulnerable individuals and is primarily caused by norovirus. To investigate norovirus epidemiology, there is a need for whole-genome sequencing and reference sets consisting of full genomes. Using surveillance samples sent to the Dutch National Institute for Public Health and the Environment (RIVM), we compared metagenomics against conventional techniques, such as RT-qPCR and Sanger-sequencing, with norovirus as the target pathogen. We determined that metagenomics is a robust method to generate complete norovirus genomes, in parallel to many off-target pathogenic enteric virus genomes, thereby broadening our surveillance efforts. Moreover, we detected a sapovirus that was not detected by our validated gastroenteritis RT-qPCR panel, which exemplifies the strength of metagenomics. Our study shows that metagenomics can be used for public health gastroenteritis surveillance, the generation of reference-sets for molecular epidemiology, and how it compares to current surveillance strategies.
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spelling pubmed-104342792023-08-18 Metagenomic Surveillance of Viral Gastroenteritis in a Public Health Setting Schmitz, Dennis Zwagemaker, Florian van der Veer, Bas Vennema, Harry Laros, Jeroen F. J. Koopmans, Marion P. G. De Graaf, Miranda Kroneman, Annelies Microbiol Spectr Research Article Norovirus is the primary cause of viral gastroenteritis (GE). To investigate norovirus epidemiology, there is a need for whole-genome sequencing and reference sets consisting of complete genomes. To investigate the potential of shotgun metagenomic sequencing on the Illumina platform for whole-genome sequencing, 71 reverse transcriptase quantitative PCR (RT-qPCR) norovirus positive-feces (threshold cycle [C(T)], <30) samples from norovirus surveillance within The Netherlands were subjected to metagenomic sequencing. Data were analyzed through an in-house next-generation sequencing (NGS) analysis workflow. Additionally, we assessed the potential of metagenomic sequencing for the surveillance of off-target viruses that are of importance for public health, e.g., sapovirus, rotavirus A, enterovirus, parechovirus, aichivirus, adenovirus, and bocaparvovirus. A total of 60 complete and 10 partial norovirus genomes were generated, representing 7 genogroup I capsid genotypes and 12 genogroup II capsid genotypes. In addition to the norovirus genomes, the metagenomic approach yielded partial or complete genomes of other viruses for 39% of samples from children and 6.7% of samples from adults, including adenovirus 41 (N = 1); aichivirus 1 (N = 1); coxsackievirus A2 (N = 2), A4 (N = 2), A5 (N = 1), and A16 (N = 1); bocaparvovirus 1 (N = 1) and 3 (N = 1); human parechovirus 1 (N = 2) and 3 (N = 1); Rotavirus A (N = 1); and a sapovirus GI.7 (N = 1). The sapovirus GI.7 was initially not detected through RT-qPCR and warranted an update of the primer and probe set. Metagenomic sequencing on the Illumina platform robustly determines complete norovirus genomes and may be used to broaden gastroenteritis surveillance by capturing off-target enteric viruses. IMPORTANCE Viral gastroenteritis results in significant morbidity and mortality in vulnerable individuals and is primarily caused by norovirus. To investigate norovirus epidemiology, there is a need for whole-genome sequencing and reference sets consisting of full genomes. Using surveillance samples sent to the Dutch National Institute for Public Health and the Environment (RIVM), we compared metagenomics against conventional techniques, such as RT-qPCR and Sanger-sequencing, with norovirus as the target pathogen. We determined that metagenomics is a robust method to generate complete norovirus genomes, in parallel to many off-target pathogenic enteric virus genomes, thereby broadening our surveillance efforts. Moreover, we detected a sapovirus that was not detected by our validated gastroenteritis RT-qPCR panel, which exemplifies the strength of metagenomics. Our study shows that metagenomics can be used for public health gastroenteritis surveillance, the generation of reference-sets for molecular epidemiology, and how it compares to current surveillance strategies. American Society for Microbiology 2023-07-11 /pmc/articles/PMC10434279/ /pubmed/37432120 http://dx.doi.org/10.1128/spectrum.05022-22 Text en Copyright © 2023 Schmitz et al. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution 4.0 International license (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Research Article
Schmitz, Dennis
Zwagemaker, Florian
van der Veer, Bas
Vennema, Harry
Laros, Jeroen F. J.
Koopmans, Marion P. G.
De Graaf, Miranda
Kroneman, Annelies
Metagenomic Surveillance of Viral Gastroenteritis in a Public Health Setting
title Metagenomic Surveillance of Viral Gastroenteritis in a Public Health Setting
title_full Metagenomic Surveillance of Viral Gastroenteritis in a Public Health Setting
title_fullStr Metagenomic Surveillance of Viral Gastroenteritis in a Public Health Setting
title_full_unstemmed Metagenomic Surveillance of Viral Gastroenteritis in a Public Health Setting
title_short Metagenomic Surveillance of Viral Gastroenteritis in a Public Health Setting
title_sort metagenomic surveillance of viral gastroenteritis in a public health setting
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10434279/
https://www.ncbi.nlm.nih.gov/pubmed/37432120
http://dx.doi.org/10.1128/spectrum.05022-22
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