Producing polished prokaryotic pangenomes with the Panaroo pipeline

Abstract Population-level comparisons of prokaryotic genomes must take into account the substantial differences in gene content resulting from horizontal gene transfer, gene duplication and gene loss. However, the automated annotation of prokaryotic genomes is imperfect, and errors due to fragmented...

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Main Authors: Gerry Tonkin-Hill, Neil MacAlasdair, Christopher Ruis, Aaron Weimann, Gal Horesh, John A. Lees, Rebecca A. Gladstone, Stephanie Lo, Christopher Beaudoin, R. Andres Floto, Simon D.W. Frost, Jukka Corander, Stephen D. Bentley, Julian Parkhill
Format: Article
Language:English
Published: BMC 2020-07-01
Series:Genome Biology
Subjects:
Online Access:http://link.springer.com/article/10.1186/s13059-020-02090-4
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spelling doaj-2f993c35887e4f39985ba6d4d8cee2462020-11-25T03:54:04ZengBMCGenome Biology1474-760X2020-07-0121112110.1186/s13059-020-02090-4Producing polished prokaryotic pangenomes with the Panaroo pipelineGerry Tonkin-Hill0Neil MacAlasdair1Christopher Ruis2Aaron Weimann3Gal Horesh4John A. Lees5Rebecca A. Gladstone6Stephanie Lo7Christopher Beaudoin8R. Andres Floto9Simon D.W. Frost10Jukka Corander11Stephen D. Bentley12Julian Parkhill13Parasites and Microbes, Wellcome Sanger InstituteParasites and Microbes, Wellcome Sanger InstituteDepartment of Veterinary Medicine, University of CambridgeDepartment of Veterinary Medicine, University of CambridgeParasites and Microbes, Wellcome Sanger InstituteMRC Centre for Global Infectious Disease Analysis, Department of Infectious Disease Epidemiology, Imperial College LondonDepartment of Biostatistics, University of OsloParasites and Microbes, Wellcome Sanger InstituteDepartment of Biochemistry, University of CambridgeMolecular Immunity Unit, Department of Medicine, University of CambridgeMicrosoft ResearchParasites and Microbes, Wellcome Sanger InstituteParasites and Microbes, Wellcome Sanger InstituteDepartment of Veterinary Medicine, University of CambridgeAbstract Population-level comparisons of prokaryotic genomes must take into account the substantial differences in gene content resulting from horizontal gene transfer, gene duplication and gene loss. However, the automated annotation of prokaryotic genomes is imperfect, and errors due to fragmented assemblies, contamination, diverse gene families and mis-assemblies accumulate over the population, leading to profound consequences when analysing the set of all genes found in a species. Here, we introduce Panaroo, a graph-based pangenome clustering tool that is able to account for many of the sources of error introduced during the annotation of prokaryotic genome assemblies. Panaroo is available at https://github.com/gtonkinhill/panaroo .http://link.springer.com/article/10.1186/s13059-020-02090-4BacteriaPangenomeProkaryoteClusteringHorizontal gene transfer
collection DOAJ
language English
format Article
sources DOAJ
author Gerry Tonkin-Hill
Neil MacAlasdair
Christopher Ruis
Aaron Weimann
Gal Horesh
John A. Lees
Rebecca A. Gladstone
Stephanie Lo
Christopher Beaudoin
R. Andres Floto
Simon D.W. Frost
Jukka Corander
Stephen D. Bentley
Julian Parkhill
spellingShingle Gerry Tonkin-Hill
Neil MacAlasdair
Christopher Ruis
Aaron Weimann
Gal Horesh
John A. Lees
Rebecca A. Gladstone
Stephanie Lo
Christopher Beaudoin
R. Andres Floto
Simon D.W. Frost
Jukka Corander
Stephen D. Bentley
Julian Parkhill
Producing polished prokaryotic pangenomes with the Panaroo pipeline
Genome Biology
Bacteria
Pangenome
Prokaryote
Clustering
Horizontal gene transfer
author_facet Gerry Tonkin-Hill
Neil MacAlasdair
Christopher Ruis
Aaron Weimann
Gal Horesh
John A. Lees
Rebecca A. Gladstone
Stephanie Lo
Christopher Beaudoin
R. Andres Floto
Simon D.W. Frost
Jukka Corander
Stephen D. Bentley
Julian Parkhill
author_sort Gerry Tonkin-Hill
title Producing polished prokaryotic pangenomes with the Panaroo pipeline
title_short Producing polished prokaryotic pangenomes with the Panaroo pipeline
title_full Producing polished prokaryotic pangenomes with the Panaroo pipeline
title_fullStr Producing polished prokaryotic pangenomes with the Panaroo pipeline
title_full_unstemmed Producing polished prokaryotic pangenomes with the Panaroo pipeline
title_sort producing polished prokaryotic pangenomes with the panaroo pipeline
publisher BMC
series Genome Biology
issn 1474-760X
publishDate 2020-07-01
description Abstract Population-level comparisons of prokaryotic genomes must take into account the substantial differences in gene content resulting from horizontal gene transfer, gene duplication and gene loss. However, the automated annotation of prokaryotic genomes is imperfect, and errors due to fragmented assemblies, contamination, diverse gene families and mis-assemblies accumulate over the population, leading to profound consequences when analysing the set of all genes found in a species. Here, we introduce Panaroo, a graph-based pangenome clustering tool that is able to account for many of the sources of error introduced during the annotation of prokaryotic genome assemblies. Panaroo is available at https://github.com/gtonkinhill/panaroo .
topic Bacteria
Pangenome
Prokaryote
Clustering
Horizontal gene transfer
url http://link.springer.com/article/10.1186/s13059-020-02090-4
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