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Dual-barcoded shotgun expression library sequencing for high-throughput characterization of functional traits in bacteria

A major challenge in genomics is the knowledge gap between sequence and its encoded function. Gain-of-function methods based on gene overexpression are attractive avenues for phenotype-based functional screens, but are not easily applied in high-throughput across many experimental conditions. Here,...

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Autores principales: Mutalik, Vivek K., Novichkov, Pavel S., Price, Morgan N., Owens, Trenton K., Callaghan, Mark, Carim, Sean, Deutschbauer, Adam M., Arkin, Adam P.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6338753/
https://www.ncbi.nlm.nih.gov/pubmed/30659179
http://dx.doi.org/10.1038/s41467-018-08177-8
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author Mutalik, Vivek K.
Novichkov, Pavel S.
Price, Morgan N.
Owens, Trenton K.
Callaghan, Mark
Carim, Sean
Deutschbauer, Adam M.
Arkin, Adam P.
author_facet Mutalik, Vivek K.
Novichkov, Pavel S.
Price, Morgan N.
Owens, Trenton K.
Callaghan, Mark
Carim, Sean
Deutschbauer, Adam M.
Arkin, Adam P.
author_sort Mutalik, Vivek K.
collection PubMed
description A major challenge in genomics is the knowledge gap between sequence and its encoded function. Gain-of-function methods based on gene overexpression are attractive avenues for phenotype-based functional screens, but are not easily applied in high-throughput across many experimental conditions. Here, we present Dual Barcoded Shotgun Expression Library Sequencing (Dub-seq), a method that uses random DNA barcodes to greatly increase experimental throughput. As a demonstration of this approach, we construct a Dub-seq library with Escherichia coli genomic DNA, performed 155 genome-wide fitness assays in 52 experimental conditions, and identified overexpression phenotypes for 813 genes. We show that Dub-seq data is reproducible, accurately recapitulates known biology, and identifies hundreds of novel gain-of-function phenotypes for E. coli genes, a subset of which we verified with assays of individual strains. Dub-seq provides complementary information to loss-of-function approaches and will facilitate rapid and systematic functional characterization of microbial genomes.
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spelling pubmed-63387532019-01-22 Dual-barcoded shotgun expression library sequencing for high-throughput characterization of functional traits in bacteria Mutalik, Vivek K. Novichkov, Pavel S. Price, Morgan N. Owens, Trenton K. Callaghan, Mark Carim, Sean Deutschbauer, Adam M. Arkin, Adam P. Nat Commun Article A major challenge in genomics is the knowledge gap between sequence and its encoded function. Gain-of-function methods based on gene overexpression are attractive avenues for phenotype-based functional screens, but are not easily applied in high-throughput across many experimental conditions. Here, we present Dual Barcoded Shotgun Expression Library Sequencing (Dub-seq), a method that uses random DNA barcodes to greatly increase experimental throughput. As a demonstration of this approach, we construct a Dub-seq library with Escherichia coli genomic DNA, performed 155 genome-wide fitness assays in 52 experimental conditions, and identified overexpression phenotypes for 813 genes. We show that Dub-seq data is reproducible, accurately recapitulates known biology, and identifies hundreds of novel gain-of-function phenotypes for E. coli genes, a subset of which we verified with assays of individual strains. Dub-seq provides complementary information to loss-of-function approaches and will facilitate rapid and systematic functional characterization of microbial genomes. Nature Publishing Group UK 2019-01-18 /pmc/articles/PMC6338753/ /pubmed/30659179 http://dx.doi.org/10.1038/s41467-018-08177-8 Text en © The Author(s) 2019 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as 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 images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Mutalik, Vivek K.
Novichkov, Pavel S.
Price, Morgan N.
Owens, Trenton K.
Callaghan, Mark
Carim, Sean
Deutschbauer, Adam M.
Arkin, Adam P.
Dual-barcoded shotgun expression library sequencing for high-throughput characterization of functional traits in bacteria
title Dual-barcoded shotgun expression library sequencing for high-throughput characterization of functional traits in bacteria
title_full Dual-barcoded shotgun expression library sequencing for high-throughput characterization of functional traits in bacteria
title_fullStr Dual-barcoded shotgun expression library sequencing for high-throughput characterization of functional traits in bacteria
title_full_unstemmed Dual-barcoded shotgun expression library sequencing for high-throughput characterization of functional traits in bacteria
title_short Dual-barcoded shotgun expression library sequencing for high-throughput characterization of functional traits in bacteria
title_sort dual-barcoded shotgun expression library sequencing for high-throughput characterization of functional traits in bacteria
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6338753/
https://www.ncbi.nlm.nih.gov/pubmed/30659179
http://dx.doi.org/10.1038/s41467-018-08177-8
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