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Capturing sequence diversity in metagenomes with comprehensive and scalable probe design

Metagenomic sequencing has the potential to transform microbial detection and characterization, but new tools are needed to improve its sensitivity. Here we present CATCH, a computational method to enhance nucleic acid capture for enrichment of diverse microbial taxa. CATCH designs optimal probe set...

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Autores principales: Metsky, Hayden C., Siddle, Katherine J., Gladden-Young, Adrianne, Qu, James, Yang, David K., Brehio, Patrick, Goldfarb, Andrew, Piantadosi, Anne, Wohl, Shirlee, Carter, Amber, Lin, Aaron E., Barnes, Kayla G., Tully, Damien C., Corleis, Bjӧrn, Hennigan, Scott, Barbosa-Lima, Giselle, Vieira, Yasmine R., Paul, Lauren M., Tan, Amanda L., Garcia, Kimberly F., Parham, Leda A., Odia, Ikponmwosa, Eromon, Philomena, Folarin, Onikepe A., Goba, Augustine, Simon-Lorière, Etienne, Hensley, Lisa, Balmaseda, Angel, Harris, Eva, Kwon, Douglas S., Allen, Todd M., Runstadler, Jonathan A., Smole, Sandra, Bozza, Fernando A., Souza, Thiago M. L., Isern, Sharon, Michael, Scott F., Lorenzana, Ivette, Gehrke, Lee, Bosch, Irene, Ebel, Gregory, Grant, Donald S., Happi, Christian T., Park, Daniel J., Gnirke, Andreas, Sabeti, Pardis C., Matranga, Christian B.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group US 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6587591/
https://www.ncbi.nlm.nih.gov/pubmed/30718881
http://dx.doi.org/10.1038/s41587-018-0006-x
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author Metsky, Hayden C.
Siddle, Katherine J.
Gladden-Young, Adrianne
Qu, James
Yang, David K.
Brehio, Patrick
Goldfarb, Andrew
Piantadosi, Anne
Wohl, Shirlee
Carter, Amber
Lin, Aaron E.
Barnes, Kayla G.
Tully, Damien C.
Corleis, Bjӧrn
Hennigan, Scott
Barbosa-Lima, Giselle
Vieira, Yasmine R.
Paul, Lauren M.
Tan, Amanda L.
Garcia, Kimberly F.
Parham, Leda A.
Odia, Ikponmwosa
Eromon, Philomena
Folarin, Onikepe A.
Goba, Augustine
Simon-Lorière, Etienne
Hensley, Lisa
Balmaseda, Angel
Harris, Eva
Kwon, Douglas S.
Allen, Todd M.
Runstadler, Jonathan A.
Smole, Sandra
Bozza, Fernando A.
Souza, Thiago M. L.
Isern, Sharon
Michael, Scott F.
Lorenzana, Ivette
Gehrke, Lee
Bosch, Irene
Ebel, Gregory
Grant, Donald S.
Happi, Christian T.
Park, Daniel J.
Gnirke, Andreas
Sabeti, Pardis C.
Matranga, Christian B.
author_facet Metsky, Hayden C.
Siddle, Katherine J.
Gladden-Young, Adrianne
Qu, James
Yang, David K.
Brehio, Patrick
Goldfarb, Andrew
Piantadosi, Anne
Wohl, Shirlee
Carter, Amber
Lin, Aaron E.
Barnes, Kayla G.
Tully, Damien C.
Corleis, Bjӧrn
Hennigan, Scott
Barbosa-Lima, Giselle
Vieira, Yasmine R.
Paul, Lauren M.
Tan, Amanda L.
Garcia, Kimberly F.
Parham, Leda A.
Odia, Ikponmwosa
Eromon, Philomena
Folarin, Onikepe A.
Goba, Augustine
Simon-Lorière, Etienne
Hensley, Lisa
Balmaseda, Angel
Harris, Eva
Kwon, Douglas S.
Allen, Todd M.
Runstadler, Jonathan A.
Smole, Sandra
Bozza, Fernando A.
Souza, Thiago M. L.
Isern, Sharon
Michael, Scott F.
Lorenzana, Ivette
Gehrke, Lee
Bosch, Irene
Ebel, Gregory
Grant, Donald S.
Happi, Christian T.
Park, Daniel J.
Gnirke, Andreas
Sabeti, Pardis C.
Matranga, Christian B.
author_sort Metsky, Hayden C.
collection PubMed
description Metagenomic sequencing has the potential to transform microbial detection and characterization, but new tools are needed to improve its sensitivity. Here we present CATCH, a computational method to enhance nucleic acid capture for enrichment of diverse microbial taxa. CATCH designs optimal probe sets, with a specified number of oligonucleotides, that achieve full coverage of, and scale well with, known sequence diversity. We focus on applying CATCH to capture viral genomes in complex metagenomic samples. We design, synthesize, and validate multiple probe sets, including one that targets the whole genomes of the 356 viral species known to infect humans. Capture with these probe sets enriches unique viral content on average 18-fold, allowing us to assemble genomes that could not be recovered without enrichment, and accurately preserves within-sample diversity. We also use these probe sets to recover genomes from the 2018 Lassa fever outbreak in Nigeria and to improve detection of uncharacterized viral infections in human and mosquito samples. The results demonstrate that CATCH enables more sensitive and cost-effective metagenomic sequencing.
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spelling pubmed-65875912019-08-04 Capturing sequence diversity in metagenomes with comprehensive and scalable probe design Metsky, Hayden C. Siddle, Katherine J. Gladden-Young, Adrianne Qu, James Yang, David K. Brehio, Patrick Goldfarb, Andrew Piantadosi, Anne Wohl, Shirlee Carter, Amber Lin, Aaron E. Barnes, Kayla G. Tully, Damien C. Corleis, Bjӧrn Hennigan, Scott Barbosa-Lima, Giselle Vieira, Yasmine R. Paul, Lauren M. Tan, Amanda L. Garcia, Kimberly F. Parham, Leda A. Odia, Ikponmwosa Eromon, Philomena Folarin, Onikepe A. Goba, Augustine Simon-Lorière, Etienne Hensley, Lisa Balmaseda, Angel Harris, Eva Kwon, Douglas S. Allen, Todd M. Runstadler, Jonathan A. Smole, Sandra Bozza, Fernando A. Souza, Thiago M. L. Isern, Sharon Michael, Scott F. Lorenzana, Ivette Gehrke, Lee Bosch, Irene Ebel, Gregory Grant, Donald S. Happi, Christian T. Park, Daniel J. Gnirke, Andreas Sabeti, Pardis C. Matranga, Christian B. Nat Biotechnol Article Metagenomic sequencing has the potential to transform microbial detection and characterization, but new tools are needed to improve its sensitivity. Here we present CATCH, a computational method to enhance nucleic acid capture for enrichment of diverse microbial taxa. CATCH designs optimal probe sets, with a specified number of oligonucleotides, that achieve full coverage of, and scale well with, known sequence diversity. We focus on applying CATCH to capture viral genomes in complex metagenomic samples. We design, synthesize, and validate multiple probe sets, including one that targets the whole genomes of the 356 viral species known to infect humans. Capture with these probe sets enriches unique viral content on average 18-fold, allowing us to assemble genomes that could not be recovered without enrichment, and accurately preserves within-sample diversity. We also use these probe sets to recover genomes from the 2018 Lassa fever outbreak in Nigeria and to improve detection of uncharacterized viral infections in human and mosquito samples. The results demonstrate that CATCH enables more sensitive and cost-effective metagenomic sequencing. Nature Publishing Group US 2019-02-04 2019 /pmc/articles/PMC6587591/ /pubmed/30718881 http://dx.doi.org/10.1038/s41587-018-0006-x Text en © The Author(s), under exclusive licence to Springer Nature America, Inc. 2019 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic.
spellingShingle Article
Metsky, Hayden C.
Siddle, Katherine J.
Gladden-Young, Adrianne
Qu, James
Yang, David K.
Brehio, Patrick
Goldfarb, Andrew
Piantadosi, Anne
Wohl, Shirlee
Carter, Amber
Lin, Aaron E.
Barnes, Kayla G.
Tully, Damien C.
Corleis, Bjӧrn
Hennigan, Scott
Barbosa-Lima, Giselle
Vieira, Yasmine R.
Paul, Lauren M.
Tan, Amanda L.
Garcia, Kimberly F.
Parham, Leda A.
Odia, Ikponmwosa
Eromon, Philomena
Folarin, Onikepe A.
Goba, Augustine
Simon-Lorière, Etienne
Hensley, Lisa
Balmaseda, Angel
Harris, Eva
Kwon, Douglas S.
Allen, Todd M.
Runstadler, Jonathan A.
Smole, Sandra
Bozza, Fernando A.
Souza, Thiago M. L.
Isern, Sharon
Michael, Scott F.
Lorenzana, Ivette
Gehrke, Lee
Bosch, Irene
Ebel, Gregory
Grant, Donald S.
Happi, Christian T.
Park, Daniel J.
Gnirke, Andreas
Sabeti, Pardis C.
Matranga, Christian B.
Capturing sequence diversity in metagenomes with comprehensive and scalable probe design
title Capturing sequence diversity in metagenomes with comprehensive and scalable probe design
title_full Capturing sequence diversity in metagenomes with comprehensive and scalable probe design
title_fullStr Capturing sequence diversity in metagenomes with comprehensive and scalable probe design
title_full_unstemmed Capturing sequence diversity in metagenomes with comprehensive and scalable probe design
title_short Capturing sequence diversity in metagenomes with comprehensive and scalable probe design
title_sort capturing sequence diversity in metagenomes with comprehensive and scalable probe design
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6587591/
https://www.ncbi.nlm.nih.gov/pubmed/30718881
http://dx.doi.org/10.1038/s41587-018-0006-x
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