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Strain- and plasmid-level deconvolution of a synthetic metagenome by sequencing proximity ligation products

Metagenomics is a valuable tool for the study of microbial communities but has been limited by the difficulty of “binning” the resulting sequences into groups corresponding to the individual species and strains that constitute the community. Moreover, there are presently no methods to track the flow...

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Autores principales: Beitel, Christopher W., Froenicke, Lutz, Lang, Jenna M., Korf, Ian F., Michelmore, Richard W., Eisen, Jonathan A., Darling, Aaron E.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4045339/
https://www.ncbi.nlm.nih.gov/pubmed/24918035
http://dx.doi.org/10.7717/peerj.415
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author Beitel, Christopher W.
Froenicke, Lutz
Lang, Jenna M.
Korf, Ian F.
Michelmore, Richard W.
Eisen, Jonathan A.
Darling, Aaron E.
author_facet Beitel, Christopher W.
Froenicke, Lutz
Lang, Jenna M.
Korf, Ian F.
Michelmore, Richard W.
Eisen, Jonathan A.
Darling, Aaron E.
author_sort Beitel, Christopher W.
collection PubMed
description Metagenomics is a valuable tool for the study of microbial communities but has been limited by the difficulty of “binning” the resulting sequences into groups corresponding to the individual species and strains that constitute the community. Moreover, there are presently no methods to track the flow of mobile DNA elements such as plasmids through communities or to determine which of these are co-localized within the same cell. We address these limitations by applying Hi-C, a technology originally designed for the study of three-dimensional genome structure in eukaryotes, to measure the cellular co-localization of DNA sequences. We leveraged Hi-C data generated from a simple synthetic metagenome sample to accurately cluster metagenome assembly contigs into groups that contain nearly complete genomes of each species. The Hi-C data also reliably associated plasmids with the chromosomes of their host and with each other. We further demonstrated that Hi-C data provides a long-range signal of strain-specific genotypes, indicating such data may be useful for high-resolution genotyping of microbial populations. Our work demonstrates that Hi-C sequencing data provide valuable information for metagenome analyses that are not currently obtainable by other methods. This metagenomic Hi-C method could facilitate future studies of the fine-scale population structure of microbes, as well as studies of how antibiotic resistance plasmids (or other genetic elements) mobilize in microbial communities. The method is not limited to microbiology; the genetic architecture of other heterogeneous populations of cells could also be studied with this technique.
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spelling pubmed-40453392014-06-10 Strain- and plasmid-level deconvolution of a synthetic metagenome by sequencing proximity ligation products Beitel, Christopher W. Froenicke, Lutz Lang, Jenna M. Korf, Ian F. Michelmore, Richard W. Eisen, Jonathan A. Darling, Aaron E. PeerJ Bioengineering Metagenomics is a valuable tool for the study of microbial communities but has been limited by the difficulty of “binning” the resulting sequences into groups corresponding to the individual species and strains that constitute the community. Moreover, there are presently no methods to track the flow of mobile DNA elements such as plasmids through communities or to determine which of these are co-localized within the same cell. We address these limitations by applying Hi-C, a technology originally designed for the study of three-dimensional genome structure in eukaryotes, to measure the cellular co-localization of DNA sequences. We leveraged Hi-C data generated from a simple synthetic metagenome sample to accurately cluster metagenome assembly contigs into groups that contain nearly complete genomes of each species. The Hi-C data also reliably associated plasmids with the chromosomes of their host and with each other. We further demonstrated that Hi-C data provides a long-range signal of strain-specific genotypes, indicating such data may be useful for high-resolution genotyping of microbial populations. Our work demonstrates that Hi-C sequencing data provide valuable information for metagenome analyses that are not currently obtainable by other methods. This metagenomic Hi-C method could facilitate future studies of the fine-scale population structure of microbes, as well as studies of how antibiotic resistance plasmids (or other genetic elements) mobilize in microbial communities. The method is not limited to microbiology; the genetic architecture of other heterogeneous populations of cells could also be studied with this technique. PeerJ Inc. 2014-05-27 /pmc/articles/PMC4045339/ /pubmed/24918035 http://dx.doi.org/10.7717/peerj.415 Text en © 2014 Beitel et al. http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, reproduction and adaptation in any medium and for any purpose provided that it is properly attributed. For attribution, the original author(s), title, publication source (PeerJ) and either DOI or URL of the article must be cited.
spellingShingle Bioengineering
Beitel, Christopher W.
Froenicke, Lutz
Lang, Jenna M.
Korf, Ian F.
Michelmore, Richard W.
Eisen, Jonathan A.
Darling, Aaron E.
Strain- and plasmid-level deconvolution of a synthetic metagenome by sequencing proximity ligation products
title Strain- and plasmid-level deconvolution of a synthetic metagenome by sequencing proximity ligation products
title_full Strain- and plasmid-level deconvolution of a synthetic metagenome by sequencing proximity ligation products
title_fullStr Strain- and plasmid-level deconvolution of a synthetic metagenome by sequencing proximity ligation products
title_full_unstemmed Strain- and plasmid-level deconvolution of a synthetic metagenome by sequencing proximity ligation products
title_short Strain- and plasmid-level deconvolution of a synthetic metagenome by sequencing proximity ligation products
title_sort strain- and plasmid-level deconvolution of a synthetic metagenome by sequencing proximity ligation products
topic Bioengineering
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4045339/
https://www.ncbi.nlm.nih.gov/pubmed/24918035
http://dx.doi.org/10.7717/peerj.415
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