Cargando…

Recovering complete and draft population genomes from metagenome datasets

Assembly of metagenomic sequence data into microbial genomes is of fundamental value to improving our understanding of microbial ecology and metabolism by elucidating the functional potential of hard-to-culture microorganisms. Here, we provide a synthesis of available methods to bin metagenomic cont...

Descripción completa

Detalles Bibliográficos
Autores principales: Sangwan, Naseer, Xia, Fangfang, Gilbert, Jack A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4782286/
https://www.ncbi.nlm.nih.gov/pubmed/26951112
http://dx.doi.org/10.1186/s40168-016-0154-5
_version_ 1782419921212276736
author Sangwan, Naseer
Xia, Fangfang
Gilbert, Jack A.
author_facet Sangwan, Naseer
Xia, Fangfang
Gilbert, Jack A.
author_sort Sangwan, Naseer
collection PubMed
description Assembly of metagenomic sequence data into microbial genomes is of fundamental value to improving our understanding of microbial ecology and metabolism by elucidating the functional potential of hard-to-culture microorganisms. Here, we provide a synthesis of available methods to bin metagenomic contigs into species-level groups and highlight how genetic diversity, sequencing depth, and coverage influence binning success. Despite the computational cost on application to deeply sequenced complex metagenomes (e.g., soil), covarying patterns of contig coverage across multiple datasets significantly improves the binning process. We also discuss and compare current genome validation methods and reveal how these methods tackle the problem of chimeric genome bins i.e., sequences from multiple species. Finally, we explore how population genome assembly can be used to uncover biogeographic trends and to characterize the effect of in situ functional constraints on the genome-wide evolution.
format Online
Article
Text
id pubmed-4782286
institution National Center for Biotechnology Information
language English
publishDate 2016
publisher BioMed Central
record_format MEDLINE/PubMed
spelling pubmed-47822862016-03-09 Recovering complete and draft population genomes from metagenome datasets Sangwan, Naseer Xia, Fangfang Gilbert, Jack A. Microbiome Review Assembly of metagenomic sequence data into microbial genomes is of fundamental value to improving our understanding of microbial ecology and metabolism by elucidating the functional potential of hard-to-culture microorganisms. Here, we provide a synthesis of available methods to bin metagenomic contigs into species-level groups and highlight how genetic diversity, sequencing depth, and coverage influence binning success. Despite the computational cost on application to deeply sequenced complex metagenomes (e.g., soil), covarying patterns of contig coverage across multiple datasets significantly improves the binning process. We also discuss and compare current genome validation methods and reveal how these methods tackle the problem of chimeric genome bins i.e., sequences from multiple species. Finally, we explore how population genome assembly can be used to uncover biogeographic trends and to characterize the effect of in situ functional constraints on the genome-wide evolution. BioMed Central 2016-03-08 /pmc/articles/PMC4782286/ /pubmed/26951112 http://dx.doi.org/10.1186/s40168-016-0154-5 Text en © Sangwan 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 Review
Sangwan, Naseer
Xia, Fangfang
Gilbert, Jack A.
Recovering complete and draft population genomes from metagenome datasets
title Recovering complete and draft population genomes from metagenome datasets
title_full Recovering complete and draft population genomes from metagenome datasets
title_fullStr Recovering complete and draft population genomes from metagenome datasets
title_full_unstemmed Recovering complete and draft population genomes from metagenome datasets
title_short Recovering complete and draft population genomes from metagenome datasets
title_sort recovering complete and draft population genomes from metagenome datasets
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4782286/
https://www.ncbi.nlm.nih.gov/pubmed/26951112
http://dx.doi.org/10.1186/s40168-016-0154-5
work_keys_str_mv AT sangwannaseer recoveringcompleteanddraftpopulationgenomesfrommetagenomedatasets
AT xiafangfang recoveringcompleteanddraftpopulationgenomesfrommetagenomedatasets
AT gilbertjacka recoveringcompleteanddraftpopulationgenomesfrommetagenomedatasets