Cargando…
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,...
Autores principales: | , , , , , , , |
---|---|
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 |
_version_ | 1783388486524469248 |
---|---|
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. |
format | Online Article Text |
id | pubmed-6338753 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT mutalikvivekk dualbarcodedshotgunexpressionlibrarysequencingforhighthroughputcharacterizationoffunctionaltraitsinbacteria AT novichkovpavels dualbarcodedshotgunexpressionlibrarysequencingforhighthroughputcharacterizationoffunctionaltraitsinbacteria AT pricemorgann dualbarcodedshotgunexpressionlibrarysequencingforhighthroughputcharacterizationoffunctionaltraitsinbacteria AT owenstrentonk dualbarcodedshotgunexpressionlibrarysequencingforhighthroughputcharacterizationoffunctionaltraitsinbacteria AT callaghanmark dualbarcodedshotgunexpressionlibrarysequencingforhighthroughputcharacterizationoffunctionaltraitsinbacteria AT carimsean dualbarcodedshotgunexpressionlibrarysequencingforhighthroughputcharacterizationoffunctionaltraitsinbacteria AT deutschbaueradamm dualbarcodedshotgunexpressionlibrarysequencingforhighthroughputcharacterizationoffunctionaltraitsinbacteria AT arkinadamp dualbarcodedshotgunexpressionlibrarysequencingforhighthroughputcharacterizationoffunctionaltraitsinbacteria |