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Title: Rapid quantification of mutant fitness in diverse bacteria by sequencing randomly bar-coded transposons

Abstract

ABSTRACT Transposon mutagenesis with next-generation sequencing (TnSeq) is a powerful approach to annotate gene function in bacteria, but existing protocols for TnSeq require laborious preparation of every sample before sequencing. Thus, the existing protocols are not amenable to the throughput necessary to identify phenotypes and functions for the majority of genes in diverse bacteria. Here, we present a method, random bar code transposon-site sequencing (RB-TnSeq), which increases the throughput of mutant fitness profiling by incorporating random DNA bar codes into Tn5andmarinertransposons and by using bar code sequencing (BarSeq) to assay mutant fitness. RB-TnSeq can be used with any transposon, and TnSeq is performed once per organism instead of once per sample. Each BarSeq assay requires only a simple PCR, and 48 to 96 samples can be sequenced on one lane of an Illumina HiSeq system. We demonstrate the reproducibility and biological significance of RB-TnSeq withEscherichia coli,Phaeobacter inhibens,Pseudomonas stutzeri,Shewanella amazonensis, andShewanella oneidensis. To demonstrate the increased throughput of RB-TnSeq, we performed 387 successful genome-wide mutant fitness assays representing 130 different bacterium-carbon source combinations and identified 5,196 genes with significant phenotypes across the five bacteria. InP. inhibens, we used our mutant fitness data to identify genes important for the utilization of diverse carbonmore » substrates, including a putatived-mannose isomerase that is required for mannitol catabolism. RB-TnSeq will enable the cost-effective functional annotation of diverse bacteria using mutant fitness profiling. IMPORTANCEA large challenge in microbiology is the functional assessment of the millions of uncharacterized genes identified by genome sequencing. Transposon mutagenesis coupled to next-generation sequencing (TnSeq) is a powerful approach to assign phenotypes and functions to genes. However, the current strategies for TnSeq are too laborious to be applied to hundreds of experimental conditions across multiple bacteria. Here, we describe an approach, random bar code transposon-site sequencing (RB-TnSeq), which greatly simplifies the measurement of gene fitness by using bar code sequencing (BarSeq) to monitor the abundance of mutants. We performed 387 genome-wide fitness assays across five bacteria and identified phenotypes for over 5,000 genes. RB-TnSeq can be applied to diverse bacteria and is a powerful tool to annotate uncharacterized genes using phenotype data.« less

Authors:
 [1];  [1];  [2];  [1];  [3];  [2];  [2];  [2];  [3];  [4];  [1]
  1. Lawrence Berkeley National Laboratory, Berkeley, CA (United States). Physical Biosciences Division.
  2. Lawrence Berkeley National Laboratory, Walnut Creek, CA (United States). Joint Genome Institute.
  3. Lawrence Berkeley National Laboratory, Berkeley, CA (United States). Life Sciences Division.
  4. Lawrence Berkeley National Laboratory, Berkeley, CA (United States). Physical Biosciences Division; Univ. of California, Berkeley, CA (United States)
Publication Date:
Research Org.:
Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)
Sponsoring Org.:
USDOE Office of Science (SC), Biological and Environmental Research (BER)
OSTI Identifier:
1215637
Alternate Identifier(s):
OSTI ID: 1512190
Grant/Contract Number:  
AC02-05CH11231
Resource Type:
Accepted Manuscript
Journal Name:
mBio (Online)
Additional Journal Information:
Journal Name: mBio (Online); Journal Volume: 6; Journal Issue: 3; Journal ID: ISSN 2150-7511
Publisher:
American Society for Microbiology
Country of Publication:
United States
Language:
English
Subject:
59 BASIC BIOLOGICAL SCIENCES

Citation Formats

Wetmore, Kelly M., Price, Morgan N., Waters, Robert J., Lamson, Jacob S., He, Jennifer, Hoover, Cindi A., Blow, Matthew J., Bristow, James, Butland, Gareth, Arkin, Adam P., and Deutschbauer, Adam. Rapid quantification of mutant fitness in diverse bacteria by sequencing randomly bar-coded transposons. United States: N. p., 2015. Web. doi:10.1128/mBio.00306-15.
Wetmore, Kelly M., Price, Morgan N., Waters, Robert J., Lamson, Jacob S., He, Jennifer, Hoover, Cindi A., Blow, Matthew J., Bristow, James, Butland, Gareth, Arkin, Adam P., & Deutschbauer, Adam. Rapid quantification of mutant fitness in diverse bacteria by sequencing randomly bar-coded transposons. United States. https://doi.org/10.1128/mBio.00306-15
Wetmore, Kelly M., Price, Morgan N., Waters, Robert J., Lamson, Jacob S., He, Jennifer, Hoover, Cindi A., Blow, Matthew J., Bristow, James, Butland, Gareth, Arkin, Adam P., and Deutschbauer, Adam. Tue . "Rapid quantification of mutant fitness in diverse bacteria by sequencing randomly bar-coded transposons". United States. https://doi.org/10.1128/mBio.00306-15. https://www.osti.gov/servlets/purl/1215637.
@article{osti_1215637,
title = {Rapid quantification of mutant fitness in diverse bacteria by sequencing randomly bar-coded transposons},
author = {Wetmore, Kelly M. and Price, Morgan N. and Waters, Robert J. and Lamson, Jacob S. and He, Jennifer and Hoover, Cindi A. and Blow, Matthew J. and Bristow, James and Butland, Gareth and Arkin, Adam P. and Deutschbauer, Adam},
abstractNote = {ABSTRACT Transposon mutagenesis with next-generation sequencing (TnSeq) is a powerful approach to annotate gene function in bacteria, but existing protocols for TnSeq require laborious preparation of every sample before sequencing. Thus, the existing protocols are not amenable to the throughput necessary to identify phenotypes and functions for the majority of genes in diverse bacteria. Here, we present a method, random bar code transposon-site sequencing (RB-TnSeq), which increases the throughput of mutant fitness profiling by incorporating random DNA bar codes into Tn5andmarinertransposons and by using bar code sequencing (BarSeq) to assay mutant fitness. RB-TnSeq can be used with any transposon, and TnSeq is performed once per organism instead of once per sample. Each BarSeq assay requires only a simple PCR, and 48 to 96 samples can be sequenced on one lane of an Illumina HiSeq system. We demonstrate the reproducibility and biological significance of RB-TnSeq withEscherichia coli,Phaeobacter inhibens,Pseudomonas stutzeri,Shewanella amazonensis, andShewanella oneidensis. To demonstrate the increased throughput of RB-TnSeq, we performed 387 successful genome-wide mutant fitness assays representing 130 different bacterium-carbon source combinations and identified 5,196 genes with significant phenotypes across the five bacteria. InP. inhibens, we used our mutant fitness data to identify genes important for the utilization of diverse carbon substrates, including a putatived-mannose isomerase that is required for mannitol catabolism. RB-TnSeq will enable the cost-effective functional annotation of diverse bacteria using mutant fitness profiling. IMPORTANCEA large challenge in microbiology is the functional assessment of the millions of uncharacterized genes identified by genome sequencing. Transposon mutagenesis coupled to next-generation sequencing (TnSeq) is a powerful approach to assign phenotypes and functions to genes. However, the current strategies for TnSeq are too laborious to be applied to hundreds of experimental conditions across multiple bacteria. Here, we describe an approach, random bar code transposon-site sequencing (RB-TnSeq), which greatly simplifies the measurement of gene fitness by using bar code sequencing (BarSeq) to monitor the abundance of mutants. We performed 387 genome-wide fitness assays across five bacteria and identified phenotypes for over 5,000 genes. RB-TnSeq can be applied to diverse bacteria and is a powerful tool to annotate uncharacterized genes using phenotype data.},
doi = {10.1128/mBio.00306-15},
journal = {mBio (Online)},
number = 3,
volume = 6,
place = {United States},
year = {Tue May 12 00:00:00 EDT 2015},
month = {Tue May 12 00:00:00 EDT 2015}
}

Journal Article:
Free Publicly Available Full Text
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Cited by: 215 works
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Figures / Tables:

FIG 1 FIG 1: Overview of RB-TnSeq. (A) (Top) We converted both Tn5 and mariner transposon delivery vectors into RB-TnSeq vectors by cloning millions of unique DNA bar codes (N20) flanked by common PCR priming sites (U1 and U2) near the edge of the transposon’s inverted repeat (IR). (Bottom) We generated amore » randomly bar-coded transpososome by first PCR amplifying the kanamycin resistance gene with oligonucleotides containing Tn5 IRs and the random DNA bar code region and then adding Tn5 transposase. All three systems can be used to mutagenize bacteria by electroporation or (for Tn5 and mariner vectors) conjugation. Regardless of system or delivery method, the goal is to generate a large transposon mutant population such that each strain contains a unique DNA bar code. (B) A randomly bar-coded transposon mutant library is characterized using a protocol similar to HITS (8) or TraDIS (7). Here, we refer to this protocol generically as “TnSeq.” In TnSeq, genomic DNA is sheared, end repaired, and ligated with Illumina Y adapters. Transposon-containing DNA fragments are enriched by PCR with one primer specific to the Y adapter and a second primer specific to the transposon. Both the DNA bar code and the transposon insertion site are identified in a single 150-nucleotide Illumina sequencing read. The TnSeq results are a table of bar codes and associated transposon insertion locations. (C) (Top) In BarSeq, the DNA bar codes are PCR amplified using oligonucleotides that bind the common U1 and U2 regions. Both oligonucleotides contain adapter sequences for Illumina sequencing. One of the oligonucleotides contains an experiment index and enables multiplexing of multiple BarSeq experiments on a single lane of Illumina sequencing. (Bottom) Competitive mutant fitness assays are performed by comparing the abundance of the DNA bar codes with BarSeq before (time zero) and after (condition) selective growth. In this simple example, the gene associated with bar code 2 has reduced fitness; the gene associated with bar code 3 has enhanced fitness.« less

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Works referenced in this record:

Single-Cell Dynamics Reveals Sustained Growth during Diauxic Shifts
journal, April 2013


Evidence-Based Annotation of Gene Function in Shewanella oneidensis MR-1 Using Genome-Wide Fitness Profiling across 121 Conditions
journal, November 2011


Metabolic niche of a prominent sulfate-reducing human gut bacterium
journal, July 2013

  • Rey, F. E.; Gonzalez, M. D.; Cheng, J.
  • Proceedings of the National Academy of Sciences, Vol. 110, Issue 33
  • DOI: 10.1073/pnas.1312524110

Identifying microbial fitness determinants by insertion sequencing using genome-wide transposon mutant libraries
journal, November 2011

  • Goodman, Andrew L.; Wu, Meng; Gordon, Jeffrey I.
  • Nature Protocols, Vol. 6, Issue 12
  • DOI: 10.1038/nprot.2011.417

BLAT---The BLAST-Like Alignment Tool
journal, March 2002


Quantitative phenotyping via deep barcode sequencing
journal, July 2009


Experimental and Computational Assessment of Conditionally Essential Genes in Escherichia coli
journal, September 2006

  • Joyce, A. R.; Reed, J. L.; White, A.
  • Journal of Bacteriology, Vol. 188, Issue 23
  • DOI: 10.1128/JB.00740-06

Carbohydrate Catabolism in Phaeobacter inhibens DSM 17395, a Member of the Marine Roseobacter Clade
journal, May 2014

  • Wiegmann, Katharina; Hensler, Michael; Wöhlbrand, Lars
  • Applied and Environmental Microbiology, Vol. 80, Issue 15
  • DOI: 10.1128/AEM.00719-14

At Least 1 in 20 16S rRNA Sequence Records Currently Held in Public Repositories Is Estimated To Contain Substantial Anomalies
journal, December 2005


Identification of essential genes of the periodontal pathogen Porphyromonas gingivalis
journal, January 2012

  • Klein, Brian A.; Tenorio, Elizabeth L.; Lazinski, David W.
  • BMC Genomics, Vol. 13, Issue 1
  • DOI: 10.1186/1471-2164-13-578

Highly-multiplexed barcode sequencing: an efficient method for parallel analysis of pooled samples
journal, May 2010

  • Smith, A. M.; Heisler, L. E.; St. Onge, R. P.
  • Nucleic Acids Research, Vol. 38, Issue 13
  • DOI: 10.1093/nar/gkq368

Gene Annotation and Drug Target Discovery in Candida albicans with a Tagged Transposon Mutant Collection
journal, October 2010


Towards an Informative Mutant Phenotype for Every Bacterial Gene
journal, August 2014

  • Deutschbauer, A.; Price, M. N.; Wetmore, K. M.
  • Journal of Bacteriology, Vol. 196, Issue 20
  • DOI: 10.1128/JB.01836-14

Ultrafast and memory-efficient alignment of short DNA sequences to the human genome
journal, January 2009


Insertional transposon mutagenesis by electroporation of released Tn5 transposition complexes
journal, January 2000

  • Goryshin, Igor Y.; Jendrisak, Jerry; Hoffman, Les M.
  • Nature Biotechnology, Vol. 18, Issue 1
  • DOI: 10.1038/72017

Construction of Escherichia coli K-12 in-frame, single-gene knockout mutants the Keio collection
journal, February 2006

  • Baba, Tomoya; Ara, Takeshi; Hasegawa, Miki
  • Molecular Systems Biology, Vol. 2, Article No. 2006.0008
  • DOI: 10.1038/msb4100050

Phenotypic Landscape of a Bacterial Cell
journal, January 2011


Cost-Benefit Tradeoffs in Engineered lac Operons
journal, May 2012


Genomic encyclopedia of sugar utilization pathways in the Shewanella genus
journal, January 2010


Systematic analysis of genome-wide fitness data in yeast reveals novel gene function and drug action
journal, January 2010

  • Hillenmeyer, Maureen E.; Ericson, Elke; Davis, Ronald W.
  • Genome Biology, Vol. 11, Issue 3
  • DOI: 10.1186/gb-2010-11-3-r30

The Comprehensive Microbial Resource
journal, January 2001


Mapping the Cellular Response to Small Molecules Using Chemogenomic Fitness Signatures
journal, April 2014


Variation among Desulfovibrio Species in Electron Transfer Systems Used for Syntrophic Growth
journal, December 2012

  • Meyer, B.; Kuehl, J.; Deutschbauer, A. M.
  • Journal of Bacteriology, Vol. 195, Issue 5
  • DOI: 10.1128/JB.01959-12

A universal TagModule collection for parallel genetic analysis of microorganisms
journal, May 2010

  • Oh, Julia; Fung, Eula; Price, Morgan N.
  • Nucleic Acids Research, Vol. 38, Issue 14
  • DOI: 10.1093/nar/gkq419

Transposon insertion sequencing: a new tool for systems-level analysis of microorganisms
journal, May 2013

  • van Opijnen, Tim; Camilli, Andrew
  • Nature Reviews Microbiology, Vol. 11, Issue 7
  • DOI: 10.1038/nrmicro3033

Indirect and suboptimal control of gene expression is widespread in bacteria
journal, January 2013

  • Price, Morgan N.; Deutschbauer, Adam M.; Skerker, Jeffrey M.
  • Molecular Systems Biology, Vol. 9, Issue 1
  • DOI: 10.1038/msb.2013.16

A fine scale phenotype-genotype virulence map of a bacterial pathogen
journal, July 2012


Rapid Transposon Liquid Enrichment Sequencing (TnLE-seq) for Gene Fitness Evaluation in Underdeveloped Bacterial Systems
journal, September 2013

  • Fels, Samuel R.; Zane, Grant M.; Blake, Sean M.
  • Applied and Environmental Microbiology, Vol. 79, Issue 23
  • DOI: 10.1128/AEM.02051-13

Tn-seq: high-throughput parallel sequencing for fitness and genetic interaction studies in microorganisms
journal, September 2009

  • van Opijnen, Tim; Bodi, Kip L.; Camilli, Andrew
  • Nature Methods, Vol. 6, Issue 10
  • DOI: 10.1038/nmeth.1377

Functional profiling of the Saccharomyces cerevisiae genome
journal, July 2002


Simultaneous assay of every Salmonella Typhi gene using one million transposon mutants
journal, October 2009

  • Langridge, G. C.; Phan, M. -D.; Turner, D. J.
  • Genome Research, Vol. 19, Issue 12
  • DOI: 10.1101/gr.097097.109

Tracking insertion mutants within libraries by deep sequencing and a genome-wide screen for Haemophilus genes required in the lung
journal, September 2009

  • Gawronski, J. D.; Wong, S. M. S.; Giannoukos, G.
  • Proceedings of the National Academy of Sciences, Vol. 106, Issue 38
  • DOI: 10.1073/pnas.0906627106

Chimeric 16S rRNA sequence formation and detection in Sanger and 454-pyrosequenced PCR amplicons
journal, January 2011


Harnessing Single Cell Sorting to Identify Cell Division Genes and Regulators in Bacteria
journal, April 2013


SPOCD1 is an essential executor of piRNA-directed de novo DNA methylation
journal, July 2020


Identification and Characterization of a Novel FosA7 Member from Fosfomycin-Resistant Escherichia coli Clinical Isolates from Canadian Hospitals
journal, December 2020

  • Milner, Kieran A.; Bay, Denice C.; Alexander, David
  • Antimicrobial Agents and Chemotherapy, Vol. 65, Issue 1
  • DOI: 10.1128/aac.00865-20

The S-Phase Cyclin Clb5 Promotes rRNA Gene (rDNA) Stability by Maintaining Replication Initiation Efficiency in rDNA
journal, April 2021

  • Goto, Mayuko; Sasaki, Mariko; Kobayashi, Takehiko
  • Molecular and Cellular Biology, Vol. 41, Issue 5
  • DOI: 10.1128/mcb.00324-20

Comparison of 15 dinoflagellate genomes reveals extensive sequence and structural divergence in family Symbiodiniaceae and genus Symbiodinium
journal, April 2021


Works referencing / citing this record:

Thinking Outside the Box-Novel Antibacterials To Tackle the Resistance Crisis
journal, October 2018

  • Lakemeyer, Markus; Zhao, Weining; Mandl, Franziska A.
  • Angewandte Chemie International Edition, Vol. 57, Issue 44
  • DOI: 10.1002/anie.201804971

Genome-wide mapping of mutations at single-nucleotide resolution for protein, metabolic and genome engineering
journal, December 2016

  • Garst, Andrew D.; Bassalo, Marcelo C.; Pines, Gur
  • Nature Biotechnology, Vol. 35, Issue 1, p. 48-55
  • DOI: 10.1038/nbt.3718

Emerging and evolving concepts in gene essentiality
journal, October 2017

  • Rancati, Giulia; Moffat, Jason; Typas, Athanasios
  • Nature Reviews Genetics, Vol. 19, Issue 1
  • DOI: 10.1038/nrg.2017.74

Rhizobia: from saprophytes to endosymbionts
journal, January 2018

  • Poole, Philip; Ramachandran, Vinoy; Terpolilli, Jason
  • Nature Reviews Microbiology, Vol. 16, Issue 5
  • DOI: 10.1038/nrmicro.2017.171

Pooled CRISPR interference screening enables genome-scale functional genomics study in bacteria with superior performance
journal, June 2018


Dual-barcoded shotgun expression library sequencing for high-throughput characterization of functional traits in bacteria
journal, January 2019

  • Mutalik, Vivek K.; Novichkov, Pavel S.; Price, Morgan N.
  • Nature Communications, Vol. 10, Issue 1
  • DOI: 10.1038/s41467-018-08177-8

Droplet Tn-Seq combines microfluidics with Tn-Seq for identifying complex single-cell phenotypes
journal, December 2019


DABs are inorganic carbon pumps found throughout prokaryotic phyla
journal, August 2019

  • Desmarais, John J.; Flamholz, Avi I.; Blikstad, Cecilia
  • Nature Microbiology, Vol. 4, Issue 12
  • DOI: 10.1038/s41564-019-0520-8

CRAGE enables rapid activation of biosynthetic gene clusters in undomesticated bacteria
journal, October 2019


Mutant phenotypes for thousands of bacterial genes of unknown function
journal, May 2018


Genetic dissection of interspecific differences in yeast thermotolerance
journal, October 2018


A genome-wide algal mutant library and functional screen identifies genes required for eukaryotic photosynthesis
journal, March 2019


Chromosomal barcoding as a tool for multiplexed phenotypic characterization of laboratory evolved lineages
journal, May 2018


Iterative screening methodology enables isolation of strains with improved properties for a FACS-based screen and increased L-DOPA production
journal, April 2019


The essential gene set of a photosynthetic organism
journal, October 2015

  • Rubin, Benjamin E.; Wetmore, Kelly M.; Price, Morgan N.
  • Proceedings of the National Academy of Sciences, Vol. 112, Issue 48
  • DOI: 10.1073/pnas.1519220112

Genome-wide fitness assessment during diurnal growth reveals an expanded role of the cyanobacterial circadian clock protein KaiA
journal, July 2018

  • Welkie, David G.; Rubin, Benjamin E.; Chang, Yong-Gang
  • Proceedings of the National Academy of Sciences, Vol. 115, Issue 30
  • DOI: 10.1073/pnas.1802940115

Genome-wide identification of Pseudomonas syringae genes required for fitness during colonization of the leaf surface and apoplast
journal, September 2019

  • Helmann, Tyler C.; Deutschbauer, Adam M.; Lindow, Steven E.
  • Proceedings of the National Academy of Sciences, Vol. 116, Issue 38
  • DOI: 10.1073/pnas.1908858116

Novel approaches in function-driven single-cell genomics
journal, June 2017


A putative RND-type efflux pump, H239_3064, contributes to colistin resistance through CrrB in Klebsiella pneumoniae
journal, February 2018

  • Cheng, Yi-Hsiang; Lin, Tzu-Lung; Lin, Yi-Tsung
  • Journal of Antimicrobial Chemotherapy, Vol. 73, Issue 6
  • DOI: 10.1093/jac/dky054

There is no hiding if you Seq: recent breakthroughs in Pseudomonas aeruginosa research revealed by genomic and transcriptomic next-generation sequencing
journal, February 2020

  • Valli, Richard X. E.; Lyng, Mark; Kirkpatrick, Clare L.
  • Journal of Medical Microbiology, Vol. 69, Issue 2
  • DOI: 10.1099/jmm.0.001135

Genome-scale fitness profile of Caulobacter crescentus grown in natural freshwater
preprint, September 2018

  • Hentchel, Kristy L.; Ruiz, Leila M. Reyes; Curtis, Patrick D.
  • The ISME Journal
  • DOI: 10.1101/279711

Dub-seq: dual-barcoded shotgun expression library sequencing for high-throughput characterization of functional traits
posted_content, August 2018

  • Mutalik, Vivek K.; Novichkov, Pavel S.; Price, Morgan N.
  • bioRxiv
  • DOI: 10.1101/387399

A genome-wide algal mutant library reveals a global view of genes required for eukaryotic photosynthesis
posted_content, November 2018

  • Li, Xiaobo; Patena, Weronika; Fauser, Friedrich
  • bioRxiv
  • DOI: 10.1101/464859

Brucella periplasmic protein EipB is a molecular determinant of cell envelope integrity and virulence
posted_content, March 2019

  • Herrou, Julien; Willett, Jonathan W.; Fiebig, Aretha
  • bioRxiv
  • DOI: 10.1101/551135

Rapid ordering of barcoded transposon insertion libraries of anaerobic bacteria
posted_content, September 2019

  • Shiver, Anthony L.; Culver, Rebecca; Deutschbauer, Adam M.
  • Nature Protocols
  • DOI: 10.1101/780593

Transposon insertional mutagenesis in Saccharomyces uvarum reveals trans -acting effects influencing species-dependent essential genes
journal, January 2019

  • Sanchez, Monica R.; Payen, Celia; Cheong, Frances
  • Genome Research, Vol. 29, Issue 3
  • DOI: 10.1101/gr.232330.117

The bare necessities: Uncovering essential and condition‐critical genes with transposon sequencing
journal, February 2019

  • Shields, Robert C.; Jensen, Paul A.
  • Molecular Oral Microbiology, Vol. 34, Issue 2
  • DOI: 10.1111/omi.12256

Brucella Periplasmic Protein EipB Is a Molecular Determinant of Cell Envelope Integrity and Virulence
journal, April 2019

  • Herrou, Julien; Willett, Jonathan W.; Fiebig, Aretha
  • Journal of Bacteriology, Vol. 201, Issue 12
  • DOI: 10.1128/jb.00134-19

Genome-Wide Transposon Screen of a Pseudomonas syringae mexB Mutant Reveals the Substrates of Efflux Transporters
journal, October 2019

  • Helmann, Tyler C.; Ongsarte, Caitlin L.; Lam, Jennifer
  • mBio, Vol. 10, Issue 5
  • DOI: 10.1128/mbio.02614-19

Statistical analysis of variability in TnSeq data across conditions using zero-inflated negative binomial regression
journal, November 2019

  • Subramaniyam, Siddharth; DeJesus, Michael A.; Zaveri, Anisha
  • BMC Bioinformatics, Vol. 20, Issue 1
  • DOI: 10.1186/s12859-019-3156-z

Essential genome of Campylobacter jejuni
journal, August 2017


New perspectives on butyrate assimilation in Rhodospirillum rubrum S1H under photoheterotrophic conditions
journal, May 2020


Restoration of biofuel production levels and increased tolerance under ionic liquid stress is enabled by a mutation in the essential Escherichia coli gene cydC
journal, October 2018


Genome-wide identification of bacterial plant colonization genes
journal, September 2017


Filling gaps in bacterial amino acid biosynthesis pathways with high-throughput genetics
journal, January 2018


High-throughput interaction screens illuminate the role of c-di-AMP in cyanobacterial nighttime survival
journal, April 2018


A Comparison of the Costs and Benefits of Bacterial Gene Expression
journal, October 2016


Genomics Approaches to Deciphering Natural Transformation in Cyanobacteria
journal, June 2019


Challenges and Approaches in Microbiome Research: From Fundamental to Applied
journal, August 2018


An iron (II) dependent oxygenase performs the last missing step of plant lysine catabolism
journal, June 2020

  • Thompson, Mitchell G.; Blake-Hedges, Jacquelyn M.; Pereira, Jose Henrique
  • Nature Communications, Vol. 11, Issue 1
  • DOI: 10.1038/s41467-020-16815-3

One-step inactivation of chromosomal genes in Escherichia coli K-12 using PCR products
journal, May 2000

  • Datsenko, K. A.; Wanner, B. L.
  • Proceedings of the National Academy of Sciences, Vol. 97, Issue 12, p. 6640-6645
  • DOI: 10.1073/pnas.120163297

Enhancements and modifications of primer design program Primer3
journal, March 2007


A Comparison of the Costs and Benefits of Bacterial Gene Expression
journal, July 2016

  • Price, Morgan N.; Wetmore, Kelly M.; Deutschbauer, Adam M.
  • PLOS ONE
  • DOI: 10.1101/038851

Genome-wide fitness assessment during diurnal growth reveals an expanded role of the cyanobacterial circadian clock protein KaiA
journal, June 2018

  • Welkie, David G.; Rubin, Benjamin E.; Chang, Yong-Gang
  • Proceedings of the National Academy of Sciences
  • DOI: 10.1101/283812

Statistical Analysis of Variability in TnSeq Data Across Conditions Using Zero-Inflated Negative Binomial Regression
posted_content, August 2019

  • Subramaniyam, Siddharth; Zaveri, Anisha; DeJesus, Michael A.
  • bioRxiv
  • DOI: 10.1101/590281

H2S: A Universal Defense Against Antibiotics in Bacteria
journal, November 2011


A Carbonic Anhydrase Pseudogene Sensitizes Select Brucella Lineages to Low CO 2 Tension
journal, November 2019

  • Varesio, Lydia M.; Willett, Jonathan W.; Fiebig, Aretha
  • Journal of Bacteriology, Vol. 201, Issue 22
  • DOI: 10.1128/jb.00509-19

Chromosomal barcoding of E. coli populations reveals lineage diversity dynamics at high resolution
journal, February 2020

  • Jasinska, Weronika; Manhart, Michael; Lerner, Jesse
  • Nature Ecology & Evolution, Vol. 4, Issue 3
  • DOI: 10.1038/s41559-020-1103-z

Genome-wide identification of bacterial plant colonization genes
text, January 2017

  • Gaoyan, Wang,; M., Ryan, Elizabeth; Meredith, McDonald,
  • The University of North Carolina at Chapel Hill University Libraries
  • DOI: 10.17615/hkht-ws09

Rapid ordering of barcoded transposon insertion libraries of anaerobic bacteria
journal, May 2021


Genome-wide transposon screen of a Pseudomonas syringae mexB mutant reveals the substrates of efflux transporters
posted_content, July 2019

  • Helmann, Tyler C.; Ongsarte, Caitlin L.; Lam, Jennifer
  • mBio
  • DOI: 10.1101/684605

Genome-scale fitness profile of Caulobacter crescentus grown in natural freshwater
journal, October 2018

  • Hentchel, Kristy L.; Reyes Ruiz, Leila M.; Curtis, Patrick D.
  • The ISME Journal, Vol. 13, Issue 2
  • DOI: 10.1038/s41396-018-0295-6

Chromosomal barcoding of E. coli populations reveals lineage diversity dynamics at high resolution
text, January 2020


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