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ViromeScan: a new tool for metagenomic viral community profiling

BACKGROUND: Bioinformatics tools available for metagenomic sequencing analysis are principally devoted to the identification of microorganisms populating an ecological niche, but they usually do not consider viruses. Only some software have been designed to profile the viral sequences, however they...

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Autores principales: Rampelli, Simone, Soverini, Matteo, Turroni, Silvia, Quercia, Sara, Biagi, Elena, Brigidi, Patrizia, Candela, Marco
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4774116/
https://www.ncbi.nlm.nih.gov/pubmed/26932765
http://dx.doi.org/10.1186/s12864-016-2446-3
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author Rampelli, Simone
Soverini, Matteo
Turroni, Silvia
Quercia, Sara
Biagi, Elena
Brigidi, Patrizia
Candela, Marco
author_facet Rampelli, Simone
Soverini, Matteo
Turroni, Silvia
Quercia, Sara
Biagi, Elena
Brigidi, Patrizia
Candela, Marco
author_sort Rampelli, Simone
collection PubMed
description BACKGROUND: Bioinformatics tools available for metagenomic sequencing analysis are principally devoted to the identification of microorganisms populating an ecological niche, but they usually do not consider viruses. Only some software have been designed to profile the viral sequences, however they are not efficient in the characterization of viruses in the context of complex communities, like the intestinal microbiota, containing bacteria, archeabacteria, eukaryotic microorganisms and viruses. In any case, a comprehensive description of the host-microbiota interactions can not ignore the profile of eukaryotic viruses within the virome, as viruses are definitely critical for the regulation of the host immunophenotype. RESULTS: ViromeScan is an innovative metagenomic analysis tool that characterizes the taxonomy of the virome directly from raw data of next-generation sequencing. The tool uses hierarchical databases for eukaryotic viruses to unambiguously assign reads to viral species more accurately and >1000 fold faster than other existing approaches. We validated ViromeScan on synthetic microbial communities and applied it on metagenomic samples of the Human Microbiome Project, providing a sensitive eukaryotic virome profiling of different human body sites. CONCLUSIONS: ViromeScan allows the user to explore and taxonomically characterize the virome from metagenomic reads, efficiently denoising samples from reads of other microorganisms. This implies that users can fully characterize the microbiome, including bacteria and viruses, by shotgun metagenomic sequencing followed by different bioinformatic pipelines. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12864-016-2446-3) contains supplementary material, which is available to authorized users.
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spelling pubmed-47741162016-03-03 ViromeScan: a new tool for metagenomic viral community profiling Rampelli, Simone Soverini, Matteo Turroni, Silvia Quercia, Sara Biagi, Elena Brigidi, Patrizia Candela, Marco BMC Genomics Software BACKGROUND: Bioinformatics tools available for metagenomic sequencing analysis are principally devoted to the identification of microorganisms populating an ecological niche, but they usually do not consider viruses. Only some software have been designed to profile the viral sequences, however they are not efficient in the characterization of viruses in the context of complex communities, like the intestinal microbiota, containing bacteria, archeabacteria, eukaryotic microorganisms and viruses. In any case, a comprehensive description of the host-microbiota interactions can not ignore the profile of eukaryotic viruses within the virome, as viruses are definitely critical for the regulation of the host immunophenotype. RESULTS: ViromeScan is an innovative metagenomic analysis tool that characterizes the taxonomy of the virome directly from raw data of next-generation sequencing. The tool uses hierarchical databases for eukaryotic viruses to unambiguously assign reads to viral species more accurately and >1000 fold faster than other existing approaches. We validated ViromeScan on synthetic microbial communities and applied it on metagenomic samples of the Human Microbiome Project, providing a sensitive eukaryotic virome profiling of different human body sites. CONCLUSIONS: ViromeScan allows the user to explore and taxonomically characterize the virome from metagenomic reads, efficiently denoising samples from reads of other microorganisms. This implies that users can fully characterize the microbiome, including bacteria and viruses, by shotgun metagenomic sequencing followed by different bioinformatic pipelines. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12864-016-2446-3) contains supplementary material, which is available to authorized users. BioMed Central 2016-03-01 /pmc/articles/PMC4774116/ /pubmed/26932765 http://dx.doi.org/10.1186/s12864-016-2446-3 Text en © Rampelli et al. 2016 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 Software
Rampelli, Simone
Soverini, Matteo
Turroni, Silvia
Quercia, Sara
Biagi, Elena
Brigidi, Patrizia
Candela, Marco
ViromeScan: a new tool for metagenomic viral community profiling
title ViromeScan: a new tool for metagenomic viral community profiling
title_full ViromeScan: a new tool for metagenomic viral community profiling
title_fullStr ViromeScan: a new tool for metagenomic viral community profiling
title_full_unstemmed ViromeScan: a new tool for metagenomic viral community profiling
title_short ViromeScan: a new tool for metagenomic viral community profiling
title_sort viromescan: a new tool for metagenomic viral community profiling
topic Software
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4774116/
https://www.ncbi.nlm.nih.gov/pubmed/26932765
http://dx.doi.org/10.1186/s12864-016-2446-3
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