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The GEN-ERA toolbox: unified and reproducible workflows for research in microbial genomics

BACKGROUND: Microbial culture collections play a key role in taxonomy by studying the diversity of their strains and providing well-characterized biological material to the scientific community for fundamental and applied research. These microbial resource centers thus need to implement new standard...

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Autores principales: Cornet, Luc, Durieu, Benoit, Baert, Frederik, D'hooge, Elizabet, Colignon, David, Meunier, Loic, Lupo, Valérian, Cleenwerck, Ilse, Daniel, Heide-Marie, Rigouts, Leen, Sirjacobs, Damien, Declerck, Stéphane, Vandamme, Peter, Wilmotte, Annick, Baurain, Denis, Becker, Pierre
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10084500/
https://www.ncbi.nlm.nih.gov/pubmed/37036103
http://dx.doi.org/10.1093/gigascience/giad022
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author Cornet, Luc
Durieu, Benoit
Baert, Frederik
D'hooge, Elizabet
Colignon, David
Meunier, Loic
Lupo, Valérian
Cleenwerck, Ilse
Daniel, Heide-Marie
Rigouts, Leen
Sirjacobs, Damien
Declerck, Stéphane
Vandamme, Peter
Wilmotte, Annick
Baurain, Denis
Becker, Pierre
author_facet Cornet, Luc
Durieu, Benoit
Baert, Frederik
D'hooge, Elizabet
Colignon, David
Meunier, Loic
Lupo, Valérian
Cleenwerck, Ilse
Daniel, Heide-Marie
Rigouts, Leen
Sirjacobs, Damien
Declerck, Stéphane
Vandamme, Peter
Wilmotte, Annick
Baurain, Denis
Becker, Pierre
author_sort Cornet, Luc
collection PubMed
description BACKGROUND: Microbial culture collections play a key role in taxonomy by studying the diversity of their strains and providing well-characterized biological material to the scientific community for fundamental and applied research. These microbial resource centers thus need to implement new standards in species delineation, including whole-genome sequencing and phylogenomics. In this context, the genomic needs of the Belgian Coordinated Collections of Microorganisms were studied, resulting in the GEN-ERA toolbox. The latter is a unified cluster of bioinformatic workflows dedicated to both bacteria and small eukaryotes (e.g., yeasts). FINDINGS: This public toolbox allows researchers without a specific training in bioinformatics to perform robust phylogenomic analyses. Hence, it facilitates all steps from genome downloading and quality assessment, including genomic contamination estimation, to tree reconstruction. It also offers workflows for average nucleotide identity comparisons and metabolic modeling. TECHNICAL DETAILS: Nextflow workflows are launched by a single command and are available on the GEN-ERA GitHub repository (https://github.com/Lcornet/GENERA). All the workflows are based on Singularity containers to increase reproducibility. TESTING: The toolbox was developed for a diversity of microorganisms, including bacteria and fungi. It was further tested on an empirical dataset of 18 (meta)genomes of early branching Cyanobacteria, providing the most up-to-date phylogenomic analysis of the Gloeobacterales order, the first group to diverge in the evolutionary tree of Cyanobacteria. CONCLUSION: The GEN-ERA toolbox can be used to infer completely reproducible comparative genomic and metabolic analyses on prokaryotes and small eukaryotes. Although designed for routine bioinformatics of culture collections, it can also be used by all researchers interested in microbial taxonomy, as exemplified by our case study on Gloeobacterales.
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spelling pubmed-100845002023-04-11 The GEN-ERA toolbox: unified and reproducible workflows for research in microbial genomics Cornet, Luc Durieu, Benoit Baert, Frederik D'hooge, Elizabet Colignon, David Meunier, Loic Lupo, Valérian Cleenwerck, Ilse Daniel, Heide-Marie Rigouts, Leen Sirjacobs, Damien Declerck, Stéphane Vandamme, Peter Wilmotte, Annick Baurain, Denis Becker, Pierre Gigascience Technical Note BACKGROUND: Microbial culture collections play a key role in taxonomy by studying the diversity of their strains and providing well-characterized biological material to the scientific community for fundamental and applied research. These microbial resource centers thus need to implement new standards in species delineation, including whole-genome sequencing and phylogenomics. In this context, the genomic needs of the Belgian Coordinated Collections of Microorganisms were studied, resulting in the GEN-ERA toolbox. The latter is a unified cluster of bioinformatic workflows dedicated to both bacteria and small eukaryotes (e.g., yeasts). FINDINGS: This public toolbox allows researchers without a specific training in bioinformatics to perform robust phylogenomic analyses. Hence, it facilitates all steps from genome downloading and quality assessment, including genomic contamination estimation, to tree reconstruction. It also offers workflows for average nucleotide identity comparisons and metabolic modeling. TECHNICAL DETAILS: Nextflow workflows are launched by a single command and are available on the GEN-ERA GitHub repository (https://github.com/Lcornet/GENERA). All the workflows are based on Singularity containers to increase reproducibility. TESTING: The toolbox was developed for a diversity of microorganisms, including bacteria and fungi. It was further tested on an empirical dataset of 18 (meta)genomes of early branching Cyanobacteria, providing the most up-to-date phylogenomic analysis of the Gloeobacterales order, the first group to diverge in the evolutionary tree of Cyanobacteria. CONCLUSION: The GEN-ERA toolbox can be used to infer completely reproducible comparative genomic and metabolic analyses on prokaryotes and small eukaryotes. Although designed for routine bioinformatics of culture collections, it can also be used by all researchers interested in microbial taxonomy, as exemplified by our case study on Gloeobacterales. Oxford University Press 2023-04-10 /pmc/articles/PMC10084500/ /pubmed/37036103 http://dx.doi.org/10.1093/gigascience/giad022 Text en © The Author(s) 2023. Published by Oxford University Press GigaScience. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Technical Note
Cornet, Luc
Durieu, Benoit
Baert, Frederik
D'hooge, Elizabet
Colignon, David
Meunier, Loic
Lupo, Valérian
Cleenwerck, Ilse
Daniel, Heide-Marie
Rigouts, Leen
Sirjacobs, Damien
Declerck, Stéphane
Vandamme, Peter
Wilmotte, Annick
Baurain, Denis
Becker, Pierre
The GEN-ERA toolbox: unified and reproducible workflows for research in microbial genomics
title The GEN-ERA toolbox: unified and reproducible workflows for research in microbial genomics
title_full The GEN-ERA toolbox: unified and reproducible workflows for research in microbial genomics
title_fullStr The GEN-ERA toolbox: unified and reproducible workflows for research in microbial genomics
title_full_unstemmed The GEN-ERA toolbox: unified and reproducible workflows for research in microbial genomics
title_short The GEN-ERA toolbox: unified and reproducible workflows for research in microbial genomics
title_sort gen-era toolbox: unified and reproducible workflows for research in microbial genomics
topic Technical Note
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10084500/
https://www.ncbi.nlm.nih.gov/pubmed/37036103
http://dx.doi.org/10.1093/gigascience/giad022
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