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Improved Environmental Genomes via Integration of Metagenomic and Single-Cell Assemblies

Assembling complete or near complete genomes from complex microbial communities remains a significant challenge in metagenomic studies. Recent developments in single cell amplified genomes (SAGs) have enabled the sequencing of individual draft genomes representative of uncultivated microbial populat...

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Autores principales: Mende, Daniel R., Aylward, Frank O., Eppley, John M., Nielsen, Torben N., DeLong, Edward F.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4749706/
https://www.ncbi.nlm.nih.gov/pubmed/26904016
http://dx.doi.org/10.3389/fmicb.2016.00143
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author Mende, Daniel R.
Aylward, Frank O.
Eppley, John M.
Nielsen, Torben N.
DeLong, Edward F.
author_facet Mende, Daniel R.
Aylward, Frank O.
Eppley, John M.
Nielsen, Torben N.
DeLong, Edward F.
author_sort Mende, Daniel R.
collection PubMed
description Assembling complete or near complete genomes from complex microbial communities remains a significant challenge in metagenomic studies. Recent developments in single cell amplified genomes (SAGs) have enabled the sequencing of individual draft genomes representative of uncultivated microbial populations. SAGs suffer from incomplete and uneven coverage due to artifacts that arise from multiple displacement amplification techniques. Conversely, metagenomic sequence data does not suffer from the same biases as SAGs, and significant improvements have been realized in the recovery of draft genomes from metagenomes. Nevertheless, the inherent genomic complexity of many microbial communities often obfuscates facile generation of population genome assemblies from metagenomic data. Here we describe a new method for metagenomic-guided SAG assembly that leverages the advantages of both methods and significantly improves the completeness of initial SAGs assemblies. We demonstrate that SAG assemblies of two cosmopolitan marine lineages–Marine Group 1 Thaumarchaeota and SAR324 clade bacterioplankton–were substantially improved using this approach. Moreover, the improved assemblies strengthened biological inferences. For example, the improved SAR324 clade genome assembly revealed the presence of many genes in phenylalanine catabolism and flagellar assembly that were absent in the original SAG.
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spelling pubmed-47497062016-02-22 Improved Environmental Genomes via Integration of Metagenomic and Single-Cell Assemblies Mende, Daniel R. Aylward, Frank O. Eppley, John M. Nielsen, Torben N. DeLong, Edward F. Front Microbiol Microbiology Assembling complete or near complete genomes from complex microbial communities remains a significant challenge in metagenomic studies. Recent developments in single cell amplified genomes (SAGs) have enabled the sequencing of individual draft genomes representative of uncultivated microbial populations. SAGs suffer from incomplete and uneven coverage due to artifacts that arise from multiple displacement amplification techniques. Conversely, metagenomic sequence data does not suffer from the same biases as SAGs, and significant improvements have been realized in the recovery of draft genomes from metagenomes. Nevertheless, the inherent genomic complexity of many microbial communities often obfuscates facile generation of population genome assemblies from metagenomic data. Here we describe a new method for metagenomic-guided SAG assembly that leverages the advantages of both methods and significantly improves the completeness of initial SAGs assemblies. We demonstrate that SAG assemblies of two cosmopolitan marine lineages–Marine Group 1 Thaumarchaeota and SAR324 clade bacterioplankton–were substantially improved using this approach. Moreover, the improved assemblies strengthened biological inferences. For example, the improved SAR324 clade genome assembly revealed the presence of many genes in phenylalanine catabolism and flagellar assembly that were absent in the original SAG. Frontiers Media S.A. 2016-02-11 /pmc/articles/PMC4749706/ /pubmed/26904016 http://dx.doi.org/10.3389/fmicb.2016.00143 Text en Copyright © 2016 Mende, Aylward, Eppley, Nielsen and DeLong. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Microbiology
Mende, Daniel R.
Aylward, Frank O.
Eppley, John M.
Nielsen, Torben N.
DeLong, Edward F.
Improved Environmental Genomes via Integration of Metagenomic and Single-Cell Assemblies
title Improved Environmental Genomes via Integration of Metagenomic and Single-Cell Assemblies
title_full Improved Environmental Genomes via Integration of Metagenomic and Single-Cell Assemblies
title_fullStr Improved Environmental Genomes via Integration of Metagenomic and Single-Cell Assemblies
title_full_unstemmed Improved Environmental Genomes via Integration of Metagenomic and Single-Cell Assemblies
title_short Improved Environmental Genomes via Integration of Metagenomic and Single-Cell Assemblies
title_sort improved environmental genomes via integration of metagenomic and single-cell assemblies
topic Microbiology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4749706/
https://www.ncbi.nlm.nih.gov/pubmed/26904016
http://dx.doi.org/10.3389/fmicb.2016.00143
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