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Reconstruction of Bacterial and Viral Genomes from Multiple Metagenomes

Several metagenomic projects have been accomplished or are in progress. However, in most cases, it is not feasible to generate complete genomic assemblies of species from the metagenomic sequencing of a complex environment. Only a few studies have reported the reconstruction of bacterial genomes fro...

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Autores principales: Gupta, Ankit, Kumar, Sanjiv, Prasoodanan, Vishnu P. K., Harish, K., Sharma, Ashok K., Sharma, Vineet K.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4828583/
https://www.ncbi.nlm.nih.gov/pubmed/27148174
http://dx.doi.org/10.3389/fmicb.2016.00469
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author Gupta, Ankit
Kumar, Sanjiv
Prasoodanan, Vishnu P. K.
Harish, K.
Sharma, Ashok K.
Sharma, Vineet K.
author_facet Gupta, Ankit
Kumar, Sanjiv
Prasoodanan, Vishnu P. K.
Harish, K.
Sharma, Ashok K.
Sharma, Vineet K.
author_sort Gupta, Ankit
collection PubMed
description Several metagenomic projects have been accomplished or are in progress. However, in most cases, it is not feasible to generate complete genomic assemblies of species from the metagenomic sequencing of a complex environment. Only a few studies have reported the reconstruction of bacterial genomes from complex metagenomes. In this work, Binning-Assembly approach has been proposed and demonstrated for the reconstruction of bacterial and viral genomes from 72 human gut metagenomic datasets. A total 1156 bacterial genomes belonging to 219 bacterial families and, 279 viral genomes belonging to 84 viral families could be identified. More than 80% complete draft genome sequences could be reconstructed for a total of 126 bacterial and 11 viral genomes. Selected draft assembled genomes could be validated with 99.8% accuracy using their ORFs. The study provides useful information on the assembly expected for a species given its number of reads and abundance. This approach along with spiking was also demonstrated to be useful in improving the draft assembly of a bacterial genome. The Binning-Assembly approach can be successfully used to reconstruct bacterial and viral genomes from multiple metagenomic datasets obtained from similar environments.
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spelling pubmed-48285832016-05-04 Reconstruction of Bacterial and Viral Genomes from Multiple Metagenomes Gupta, Ankit Kumar, Sanjiv Prasoodanan, Vishnu P. K. Harish, K. Sharma, Ashok K. Sharma, Vineet K. Front Microbiol Microbiology Several metagenomic projects have been accomplished or are in progress. However, in most cases, it is not feasible to generate complete genomic assemblies of species from the metagenomic sequencing of a complex environment. Only a few studies have reported the reconstruction of bacterial genomes from complex metagenomes. In this work, Binning-Assembly approach has been proposed and demonstrated for the reconstruction of bacterial and viral genomes from 72 human gut metagenomic datasets. A total 1156 bacterial genomes belonging to 219 bacterial families and, 279 viral genomes belonging to 84 viral families could be identified. More than 80% complete draft genome sequences could be reconstructed for a total of 126 bacterial and 11 viral genomes. Selected draft assembled genomes could be validated with 99.8% accuracy using their ORFs. The study provides useful information on the assembly expected for a species given its number of reads and abundance. This approach along with spiking was also demonstrated to be useful in improving the draft assembly of a bacterial genome. The Binning-Assembly approach can be successfully used to reconstruct bacterial and viral genomes from multiple metagenomic datasets obtained from similar environments. Frontiers Media S.A. 2016-04-12 /pmc/articles/PMC4828583/ /pubmed/27148174 http://dx.doi.org/10.3389/fmicb.2016.00469 Text en Copyright © 2016 Gupta, Kumar, Prasoodanan, Harish, Sharma and Sharma. 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
Gupta, Ankit
Kumar, Sanjiv
Prasoodanan, Vishnu P. K.
Harish, K.
Sharma, Ashok K.
Sharma, Vineet K.
Reconstruction of Bacterial and Viral Genomes from Multiple Metagenomes
title Reconstruction of Bacterial and Viral Genomes from Multiple Metagenomes
title_full Reconstruction of Bacterial and Viral Genomes from Multiple Metagenomes
title_fullStr Reconstruction of Bacterial and Viral Genomes from Multiple Metagenomes
title_full_unstemmed Reconstruction of Bacterial and Viral Genomes from Multiple Metagenomes
title_short Reconstruction of Bacterial and Viral Genomes from Multiple Metagenomes
title_sort reconstruction of bacterial and viral genomes from multiple metagenomes
topic Microbiology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4828583/
https://www.ncbi.nlm.nih.gov/pubmed/27148174
http://dx.doi.org/10.3389/fmicb.2016.00469
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