DOE PAGES title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: Improved bacterial recombineering by parallelized protein discovery

Abstract

Exploiting bacteriophage-derived homologous recombination processes has offered precise, multiplex editing of microbial genomes and the construction of billions of customized genetic variants in a single day. The techniques that enable this, multiplex automated genome engineering (MAGE) and directed evolution with random genomic mutations (DIvERGE), are however, currently limited to a handful of microorganisms for which single-stranded DNA-annealing proteins (SSAPs) that promote efficient recombineering have been identified. Thus, to enable genome-scale engineering in new hosts, efficient SSAPs must first be found. Here we present a high-throughput method for SSAP discovery that we call “serial enrichment for efficient recombineering” (SEER). By performing SEER inEscherichia colito screen hundreds of putative SSAPs, we identify highly active variants PapRecT and CspRecT. CspRecT increases the efficiency of single-locus editing to as high as 50% and improves multiplex editing by 5- to 10-fold inE. coli, while PapRecT enables efficient recombineering inPseudomonas aeruginosa, a concerning human pathogen. CspRecT and PapRecT are also active in other, clinically and biotechnologically relevant enterobacteria. We envision that the deployment of SEER in new species will pave the way toward pooled interrogation of genotype-to-phenotype relationships in previously intractable bacteria.

Authors:
ORCiD logo; ORCiD logo; ; ; ; ORCiD logo; ; ; ORCiD logo; ; ; ORCiD logo
Publication Date:
Research Org.:
Harvard Medical School, Boston, MA (United States)
Sponsoring Org.:
USDOE Office of Science and Technology (ST); USDOE Office of Science (SC), Biological and Environmental Research (BER); European Research Council (ERC)
OSTI Identifier:
1631183
Alternate Identifier(s):
OSTI ID: 1631102
Grant/Contract Number:  
FG02-02ER63445
Resource Type:
Published Article
Journal Name:
Proceedings of the National Academy of Sciences of the United States of America
Additional Journal Information:
Journal Name: Proceedings of the National Academy of Sciences of the United States of America; Journal ID: ISSN 0027-8424
Publisher:
National Academy of Sciences
Country of Publication:
United States
Language:
English
Subject:
60 APPLIED LIFE SCIENCES; recombineering; genome editing; multiplex automated genome engineering

Citation Formats

Wannier, Timothy M., Nyerges, Akos, Kuchwara, Helene M., Czikkely, Márton, Balogh, Dávid, Filsinger, Gabriel T., Borders, Nathaniel C., Gregg, Christopher J., Lajoie, Marc J., Rios, Xavier, Pál, Csaba, and Church, George M. Improved bacterial recombineering by parallelized protein discovery. United States: N. p., 2020. Web. doi:10.1073/pnas.2001588117.
Wannier, Timothy M., Nyerges, Akos, Kuchwara, Helene M., Czikkely, Márton, Balogh, Dávid, Filsinger, Gabriel T., Borders, Nathaniel C., Gregg, Christopher J., Lajoie, Marc J., Rios, Xavier, Pál, Csaba, & Church, George M. Improved bacterial recombineering by parallelized protein discovery. United States. https://doi.org/10.1073/pnas.2001588117
Wannier, Timothy M., Nyerges, Akos, Kuchwara, Helene M., Czikkely, Márton, Balogh, Dávid, Filsinger, Gabriel T., Borders, Nathaniel C., Gregg, Christopher J., Lajoie, Marc J., Rios, Xavier, Pál, Csaba, and Church, George M. Thu . "Improved bacterial recombineering by parallelized protein discovery". United States. https://doi.org/10.1073/pnas.2001588117.
@article{osti_1631183,
title = {Improved bacterial recombineering by parallelized protein discovery},
author = {Wannier, Timothy M. and Nyerges, Akos and Kuchwara, Helene M. and Czikkely, Márton and Balogh, Dávid and Filsinger, Gabriel T. and Borders, Nathaniel C. and Gregg, Christopher J. and Lajoie, Marc J. and Rios, Xavier and Pál, Csaba and Church, George M.},
abstractNote = {Exploiting bacteriophage-derived homologous recombination processes has offered precise, multiplex editing of microbial genomes and the construction of billions of customized genetic variants in a single day. The techniques that enable this, multiplex automated genome engineering (MAGE) and directed evolution with random genomic mutations (DIvERGE), are however, currently limited to a handful of microorganisms for which single-stranded DNA-annealing proteins (SSAPs) that promote efficient recombineering have been identified. Thus, to enable genome-scale engineering in new hosts, efficient SSAPs must first be found. Here we present a high-throughput method for SSAP discovery that we call “serial enrichment for efficient recombineering” (SEER). By performing SEER inEscherichia colito screen hundreds of putative SSAPs, we identify highly active variants PapRecT and CspRecT. CspRecT increases the efficiency of single-locus editing to as high as 50% and improves multiplex editing by 5- to 10-fold inE. coli, while PapRecT enables efficient recombineering inPseudomonas aeruginosa, a concerning human pathogen. CspRecT and PapRecT are also active in other, clinically and biotechnologically relevant enterobacteria. We envision that the deployment of SEER in new species will pave the way toward pooled interrogation of genotype-to-phenotype relationships in previously intractable bacteria.},
doi = {10.1073/pnas.2001588117},
journal = {Proceedings of the National Academy of Sciences of the United States of America},
number = ,
volume = ,
place = {United States},
year = {Thu May 28 00:00:00 EDT 2020},
month = {Thu May 28 00:00:00 EDT 2020}
}

Journal Article:
Free Publicly Available Full Text
Publisher's Version of Record
https://doi.org/10.1073/pnas.2001588117

Citation Metrics:
Cited by: 51 works
Citation information provided by
Web of Science

Save / Share:

Works referenced in this record:

Quinolone resistance-determining region in the DNA gyrase gyrA gene of Escherichia coli.
journal, June 1990

  • Yoshida, H.; Bogaki, M.; Nakamura, M.
  • Antimicrobial Agents and Chemotherapy, Vol. 34, Issue 6
  • DOI: 10.1128/AAC.34.6.1271

Mismatch repair hierarchy of Pseudomonas putida revealed by mutagenic ssDNA recombineering of the pyrF gene
journal, November 2019

  • Aparicio, Tomas; Nyerges, Akos; Nagy, István
  • Environmental Microbiology, Vol. 22, Issue 1
  • DOI: 10.1111/1462-2920.14814

Protein fragment complementation in M.HhaI DNA methyltransferase
journal, September 2005

  • Choe, Wonchae; Chandrasegaran, Srinivasan; Ostermeier, Marc
  • Biochemical and Biophysical Research Communications, Vol. 334, Issue 4
  • DOI: 10.1016/j.bbrc.2005.07.017

High efficiency recombineering in lactic acid bacteria
journal, February 2012

  • van Pijkeren, Jan-Peter; Britton, Robert A.
  • Nucleic Acids Research, Vol. 40, Issue 10
  • DOI: 10.1093/nar/gks147

Recombineering in Corynebacterium glutamicum combined with optical nanosensors: a general strategy for fast producer strain generation
journal, April 2013

  • Binder, Stephan; Siedler, Solvej; Marienhagen, Jan
  • Nucleic Acids Research, Vol. 41, Issue 12
  • DOI: 10.1093/nar/gkt312

Strategy for directing combinatorial genome engineering in Escherichia coli
journal, June 2012

  • Sandoval, N. R.; Kim, J. Y. H.; Glebes, T. Y.
  • Proceedings of the National Academy of Sciences, Vol. 109, Issue 26, p. 10540-10545
  • DOI: 10.1073/pnas.1206299109

Evolution of Pseudomonas aeruginosa Antimicrobial Resistance and Fitness under Low and High Mutation Rates
journal, January 2016

  • Cabot, Gabriel; Zamorano, Laura; Moyà, Bartolomé
  • Antimicrobial Agents and Chemotherapy, Vol. 60, Issue 3
  • DOI: 10.1128/AAC.02676-15

Classification and evolutionary history of the single-strand annealing proteins, RecT, Redβ, ERF and RAD52
journal, March 2002

  • Iyer, Lakshminarayan M.; Koonin, Eugene V.; Aravind, L.
  • BMC Genomics, Vol. 3, Issue 1
  • DOI: 10.1186/1471-2164-3-8

Genomically encoded analog memory with precise in vivo DNA writing in living cell populations
journal, November 2014


A recombinase from Drosophila melanogaster embryos.
journal, October 1988

  • Eisen, A.; Camerini-Otero, R. D.
  • Proceedings of the National Academy of Sciences, Vol. 85, Issue 20
  • DOI: 10.1073/pnas.85.20.7481

Programming cells by multiplex genome engineering and accelerated evolution
journal, July 2009

  • Wang, Harris H.; Isaacs, Farren J.; Carr, Peter A.
  • Nature, Vol. 460, Issue 7257, p. 894-898
  • DOI: 10.1038/nature08187

Recombineering in Mycobacterium tuberculosis
journal, December 2006

  • van Kessel, Julia C.; Hatfull, Graham F.
  • Nature Methods, Vol. 4, Issue 2
  • DOI: 10.1038/nmeth996

The use of oligonucleotide recombination to generate isogenic mutants of clinical isolates of Pseudomonas aeruginosa
journal, March 2014


An aberrant protein synthesis activity is linked with antibiotic overproduction in rpsL mutants of Streptomyces coelicolor A3(2)
journal, November 2003

  • Okamoto-Hosoya, Yoshiko; Hosaka, Takeshi; Ochi, Kozo
  • Microbiology, Vol. 149, Issue 11
  • DOI: 10.1099/mic.0.26490-0

Directed evolution of multiple genomic loci allows the prediction of antibiotic resistance
journal, June 2018

  • Nyerges, Ákos; Csörgő, Bálint; Draskovits, Gábor
  • Proceedings of the National Academy of Sciences, Vol. 115, Issue 25
  • DOI: 10.1073/pnas.1801646115

A standardized workflow for surveying recombinases expands bacterial genome-editing capabilities
journal, November 2017

  • Ricaurte, Deirdre E.; Martínez-García, Esteban; Nyerges, Ákos
  • Microbial Biotechnology, Vol. 11, Issue 1
  • DOI: 10.1111/1751-7915.12846

Interplay in the Selection of Fluoroquinolone Resistance and Bacterial Fitness
journal, August 2009


Use of Bacteriophage λ Recombination Functions To Promote Gene Replacement in Escherichia coli
journal, April 1998


A rapid and versatile tool for genomic engineering in Lactococcus lactis
journal, January 2019


Manipulating replisome dynamics to enhance lambda Red-mediated multiplex genome engineering
journal, August 2012

  • Lajoie, M. J.; Gregg, C. J.; Mosberg, J. A.
  • Nucleic Acids Research, Vol. 40, Issue 22
  • DOI: 10.1093/nar/gks751

Detection of novel recombinases in bacteriophage genomes unveils Rad52, Rad51 and Gp2.5 remote homologs
journal, June 2010

  • Lopes, Anne; Amarir-Bouhram, Jihane; Faure, Guilhem
  • Nucleic Acids Research, Vol. 38, Issue 12
  • DOI: 10.1093/nar/gkq096

Adaptive evolution of genomically recoded Escherichia coli
journal, February 2018

  • Wannier, Timothy M.; Kunjapur, Aditya M.; Rice, Daniel P.
  • Proceedings of the National Academy of Sciences, Vol. 115, Issue 12
  • DOI: 10.1073/pnas.1715530115

Exploring optimization parameters to increase ssDNA recombineering in Lactococcus lactis and Lactobacillus reuteri
journal, July 2012

  • van Pijkeren, Jan-Peter; Neoh, Kar Mun; Sirias, Denise
  • Bioengineered, Vol. 3, Issue 4
  • DOI: 10.4161/bioe.21049

SEVA 2.0: an update of the Standard European Vector Architecture for de-/re-construction of bacterial functionalities
journal, November 2014

  • Martínez-García, Esteban; Aparicio, Tomás; Goñi-Moreno, Angel
  • Nucleic Acids Research, Vol. 43, Issue D1
  • DOI: 10.1093/nar/gku1114

ETE 3: Reconstruction, Analysis, and Visualization of Phylogenomic Data
journal, February 2016

  • Huerta-Cepas, Jaime; Serra, François; Bork, Peer
  • Molecular Biology and Evolution, Vol. 33, Issue 6
  • DOI: 10.1093/molbev/msw046

Discovery, research, and development of new antibiotics: the WHO priority list of antibiotic-resistant bacteria and tuberculosis
journal, March 2018


Evolutionary Trajectories of Beta-Lactamase CTX-M-1 Cluster Enzymes: Predicting Antibiotic Resistance
journal, January 2010


Bacterial Recombineering: Genome Engineering via Phage-Based Homologous Recombination
journal, April 2015


Recombineering mycobacteria and their phages
journal, November 2008

  • van Kessel, Julia C.; Marinelli, Laura J.; Hatfull, Graham F.
  • Nature Reviews Microbiology, Vol. 6, Issue 11
  • DOI: 10.1038/nrmicro2014

Single-stranded heteroduplex intermediates in λ Red homologous recombination
journal, January 2010

  • Maresca, Marcello; Erler, Axel; Fu, Jun
  • BMC Molecular Biology, Vol. 11, Article No. 54
  • DOI: 10.1186/1471-2199-11-54

The Pfam protein families database in 2019
journal, October 2018

  • El-Gebali, Sara; Mistry, Jaina; Bateman, Alex
  • Nucleic Acids Research, Vol. 47, Issue D1
  • DOI: 10.1093/nar/gky995

A new logic for DNA engineering using recombination in Escherichia coli
journal, October 1998

  • Zhang, Youming; Buchholz, Frank; Muyrers, Joep P. P.
  • Nature Genetics, Vol. 20, Issue 2
  • DOI: 10.1038/2417

Mobilization Function of the pBHR1 Plasmid, a Derivative of the Broad-Host-Range Plasmid pBBR1
journal, March 2001


Convergent evolution and adaptation of Pseudomonas aeruginosa within patients with cystic fibrosis
journal, November 2014

  • Marvig, Rasmus Lykke; Sommer, Lea Mette; Molin, Søren
  • Nature Genetics, Vol. 47, Issue 1
  • DOI: 10.1038/ng.3148

Enhanced levels of λ Red-mediated recombinants in mismatch repair mutants
journal, December 2003

  • Costantino, N.; Court, D. L.
  • Proceedings of the National Academy of Sciences, Vol. 100, Issue 26, p. 15748-15753
  • DOI: 10.1073/pnas.2434959100

The emergence of multidrug-resistant Pseudomonas aeruginosa in cystic fibrosis patients on inhaled antibiotics
journal, January 2017


Identification and analysis of recombineering functions from Gram-negative and Gram-positive bacteria and their phages
journal, January 2008

  • Datta, S.; Costantino, N.; Zhou, X.
  • Proceedings of the National Academy of Sciences, Vol. 105, Issue 5
  • DOI: 10.1073/pnas.0709089105

The Ssr protein (T1E_1405) from Pseudomonas putida DOT-T1E enables oligonucleotide-based recombineering in platform strain P. putida EM42
journal, July 2016

  • Aparicio, Tomás; Jensen, Sheila I.; Nielsen, Alex T.
  • Biotechnology Journal, Vol. 11, Issue 10
  • DOI: 10.1002/biot.201600317

Biocontainment of genetically modified organisms by synthetic protein design
journal, January 2015

  • Mandell, Daniel J.; Lajoie, Marc J.; Mee, Michael T.
  • Nature, Vol. 518, Issue 7537
  • DOI: 10.1038/nature14121

ESKAPEing the labyrinth of antibacterial discovery
journal, July 2015

  • Tommasi, Ruben; Brown, Dean G.; Walkup, Grant K.
  • Nature Reviews Drug Discovery, Vol. 14, Issue 8
  • DOI: 10.1038/nrd4572

Automated design of synthetic ribosome binding sites to control protein expression
journal, October 2009

  • Salis, Howard M.; Mirsky, Ethan A.; Voigt, Christopher A.
  • Nature Biotechnology, Vol. 27, Issue 10, p. 946-950
  • DOI: 10.1038/nbt.1568

Pathway redesign for deoxyviolacein biosynthesis in Citrobacter freundii and characterization of this pigment
journal, March 2012

  • Jiang, Pei-xia; Wang, Hai-sheng; Xiao, Su
  • Applied Microbiology and Biotechnology, Vol. 94, Issue 6
  • DOI: 10.1007/s00253-012-3960-0

Mechanisms of Fluoroquinolone Resistance: An Update 1994-1998
journal, January 1999


A new recombineering system for precise genome-editing in Shewanella oneidensis strain MR-1 using single-stranded oligonucleotides
journal, January 2019


High-efficiency counterselection recombineering for site-directed mutagenesis in bacterial artificial chromosomes
journal, December 2011

  • Bird, Alexander W.; Erler, Axel; Fu, Jun
  • Nature Methods, Vol. 9, Issue 1
  • DOI: 10.1038/nmeth.1803

The genome and structural proteome of an ocean siphovirus: a new window into the cyanobacterial ‘mobilome’
journal, November 2009


A high-efficiency recombineering system with PCR-based ssDNA in Bacillus subtilis mediated by the native phage recombinase GP35
journal, March 2015

  • Sun, Zhaopeng; Deng, Aihua; Hu, Ting
  • Applied Microbiology and Biotechnology, Vol. 99, Issue 12
  • DOI: 10.1007/s00253-015-6485-5

Structural relationship of bacterial RecA proteins to recombination proteins from bacteriophage T4 and yeast
journal, March 1993


Identification of Mutations in Laboratory-Evolved Microbes from Next-Generation Sequencing Data Using breseq
book, January 2014


Structural Mechanism for Rifampicin Inhibition of Bacterial RNA Polymerase
journal, March 2001


An efficient recombination system for chromosome engineering in Escherichia coli
journal, May 2000

  • Yu, D.; Ellis, H. M.; Lee, E-C.
  • Proceedings of the National Academy of Sciences, Vol. 97, Issue 11, p. 5978-5983
  • DOI: 10.1073/pnas.100127597

A highly precise and portable genome engineering method allows comparison of mutational effects across bacterial species
journal, February 2016

  • Nyerges, Ákos; Csörgő, Bálint; Nagy, István
  • Proceedings of the National Academy of Sciences, Vol. 113, Issue 9
  • DOI: 10.1073/pnas.1520040113

Retroelement-Based Genome Editing and Evolution
journal, September 2018

  • Simon, Anna J.; Morrow, Barrett R.; Ellington, Andrew D.
  • ACS Synthetic Biology, Vol. 7, Issue 11
  • DOI: 10.1021/acssynbio.8b00273

HMMER web server: interactive sequence similarity searching
journal, May 2011

  • Finn, R. D.; Clements, J.; Eddy, S. R.
  • Nucleic Acids Research, Vol. 39, Issue suppl
  • DOI: 10.1093/nar/gkr367

Functional division and reconstruction of a plasmid replication origin: molecular dissection of the oriV of the broad-host-range plasmid RSF1010.
journal, January 1991

  • Honda, Y.; Sakai, H.; Hiasa, H.
  • Proceedings of the National Academy of Sciences, Vol. 88, Issue 1
  • DOI: 10.1073/pnas.88.1.179

Genome-scale promoter engineering by coselection MAGE
journal, April 2012

  • Wang, Harris H.; Kim, Hwangbeom; Cong, Le
  • Nature Methods, Vol. 9, Issue 6, p. 591-593
  • DOI: 10.1038/nmeth.1971

Rapid Evolution of Reduced Susceptibility against a Balanced Dual-Targeting Antibiotic through Stepping-Stone Mutations
journal, June 2019

  • Szili, Petra; Draskovits, Gábor; Révész, Tamás
  • Antimicrobial Agents and Chemotherapy, Vol. 63, Issue 9
  • DOI: 10.1128/AAC.00207-19

A Broad Host Range Plasmid-Based Roadmap for ssDNA-Based Recombineering in Gram-Negative Bacteria
book, October 2019


Lambda Red Recombineering in Escherichia coli Occurs Through a Fully Single-Stranded Intermediate
journal, September 2010


Mutations Conferring Aminoglycoside and Spectinomycin Resistance in Borrelia burgdorferi
journal, February 2006

  • Criswell, Daniel; Tobiason, Virginia L.; Lodmell, J. Stephen
  • Antimicrobial Agents and Chemotherapy, Vol. 50, Issue 2
  • DOI: 10.1128/AAC.50.2.445-452.2006

Genomically Recoded Organisms Expand Biological Functions
journal, October 2013

  • Lajoie, M. J.; Rovner, A. J.; Goodman, D. B.
  • Science, Vol. 342, Issue 6156, p. 357-360
  • DOI: 10.1126/science.1241459

High efficiency mutagenesis, repair, and engineering of chromosomal DNA using single-stranded oligonucleotides
journal, May 2001

  • Ellis, H. M.; Yu, D.; DiTizio, T.
  • Proceedings of the National Academy of Sciences, Vol. 98, Issue 12, p. 6742-6746
  • DOI: 10.1073/pnas.121164898

Defining synonymous codon compression schemes by genome recoding
journal, October 2016

  • Wang, Kaihang; Fredens, Julius; Brunner, Simon F.
  • Nature, Vol. 539, Issue 7627
  • DOI: 10.1038/nature20124

Molecular characterization of Rifr mutations in Pseudomonas aeruginosa and Pseudomonas putida
journal, January 2010

  • Jatsenko, Tatjana; Tover, Andres; Tegova, Radi
  • Mutation Research/Fundamental and Molecular Mechanisms of Mutagenesis, Vol. 683, Issue 1-2
  • DOI: 10.1016/j.mrfmmm.2009.10.015