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

Journal Article · · mBio (Online)
 [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)

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.

Research Organization:
Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)
Sponsoring Organization:
USDOE Office of Science (SC), Biological and Environmental Research (BER)
Grant/Contract Number:
AC02-05CH11231
OSTI ID:
1215637
Alternate ID(s):
OSTI ID: 1512190
Journal Information:
mBio (Online), Vol. 6, Issue 3; ISSN 2150-7511
Publisher:
American Society for MicrobiologyCopyright Statement
Country of Publication:
United States
Language:
English
Citation Metrics:
Cited by: 215 works
Citation information provided by
Web of Science

References (41)

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
Genetic analysis of pigment biosynthesis in Xanthobacter autotrophicus Py2 using a new, highly efficient transposon mutagenesis system that is functional in a wide variety of bacteria journal September 2002
Metabolic niche of a prominent sulfate-reducing human gut bacterium journal July 2013
Identifying microbial fitness determinants by insertion sequencing using genome-wide transposon mutant libraries journal November 2011
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
Carbohydrate Catabolism in Phaeobacter inhibens DSM 17395, a Member of the Marine Roseobacter Clade journal May 2014
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
Highly-multiplexed barcode sequencing: an efficient method for parallel analysis of pooled samples journal May 2010
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
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
Construction of Escherichia coli K-12 in-frame, single-gene knockout mutants the Keio collection journal February 2006
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
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
A universal TagModule collection for parallel genetic analysis of microorganisms journal May 2010
Transposon insertion sequencing: a new tool for systems-level analysis of microorganisms journal May 2013
Why Does Escherichia coli Grow More Slowly on Glucosamine than on N-Acetylglucosamine? Effects of Enzyme Levels and Allosteric Activation of GlcN6P Deaminase (NagB) on Growth Rates journal April 2005
Indirect and suboptimal control of gene expression is widespread in bacteria journal January 2013
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
Tn-seq: high-throughput parallel sequencing for fitness and genetic interaction studies in microorganisms journal September 2009
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
Tracking insertion mutants within libraries by deep sequencing and a genome-wide screen for Haemophilus genes required in the lung journal September 2009
Chimeric 16S rRNA sequence formation and detection in Sanger and 454-pyrosequenced PCR amplicons journal January 2011
Functional Genomics with a Comprehensive Library of Transposon Mutants for the Sulfate-Reducing Bacterium Desulfovibrio alaskensis G20 journal May 2014
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
The S-Phase Cyclin Clb5 Promotes rRNA Gene (rDNA) Stability by Maintaining Replication Initiation Efficiency in rDNA journal April 2021
Comparison of 15 dinoflagellate genomes reveals extensive sequence and structural divergence in family Symbiodiniaceae and genus Symbiodinium journal April 2021

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