1
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Nyerges A, Chiappino-Pepe A, Budnik B, Baas-Thomas M, Flynn R, Yan S, Ostrov N, Liu M, Wang M, Zheng Q, Hu F, Chen K, Rudolph A, Chen D, Ahn J, Spencer O, Ayalavarapu V, Tarver A, Harmon-Smith M, Hamilton M, Blaby I, Yoshikuni Y, Hajian B, Jin A, Kintses B, Szamel M, Seregi V, Shen Y, Li Z, Church GM. Synthetic genomes unveil the effects of synonymous recoding. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.06.16.599206. [PMID: 38915524 PMCID: PMC11195188 DOI: 10.1101/2024.06.16.599206] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/26/2024]
Abstract
Engineering the genetic code of an organism provides the basis for (i) making any organism safely resistant to natural viruses and (ii) preventing genetic information flow into and out of genetically modified organisms while (iii) allowing the biosynthesis of genetically encoded unnatural polymers1-4. Achieving these three goals requires the reassignment of multiple of the 64 codons nature uses to encode proteins. However, synonymous codon replacement-recoding-is frequently lethal, and how recoding impacts fitness remains poorly explored. Here, we explore these effects using whole-genome synthesis, multiplexed directed evolution, and genome-transcriptome-translatome-proteome co-profiling on multiple recoded genomes. Using this information, we assemble a synthetic Escherichia coli genome in seven sections using only 57 codons to encode proteins. By discovering the rules responsible for the lethality of synonymous recoding and developing a data-driven multi-omics-based genome construction workflow that troubleshoots synthetic genomes, we overcome the lethal effects of 62,007 synonymous codon swaps and 11,108 additional genomic edits. We show that synonymous recoding induces transcriptional noise including new antisense RNAs, leading to drastic transcriptome and proteome perturbation. As the elimination of select codons from an organism's genetic code results in the widespread appearance of cryptic promoters, we show that synonymous codon choice may naturally evolve to minimize transcriptional noise. Our work provides the first genome-scale description of how synonymous codon changes influence organismal fitness and paves the way for the construction of functional genomes that provide genetic firewalls from natural ecosystems and safely produce biopolymers, drugs, and enzymes with an expanded chemistry.
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Affiliation(s)
- Akos Nyerges
- Department of Genetics, Harvard Medical School, Boston, MA 02115, USA
| | | | - Bogdan Budnik
- Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, MA 02115, USA
| | | | - Regan Flynn
- Department of Genetics, Harvard Medical School, Boston, MA 02115, USA
| | - Shirui Yan
- Department of Genetics, Harvard Medical School, Boston, MA 02115, USA
- BGI Research, Shenzhen 518083, China
| | - Nili Ostrov
- Department of Genetics, Harvard Medical School, Boston, MA 02115, USA
| | - Min Liu
- GenScript USA Inc., Piscataway, NJ 08854, USA
| | | | | | | | | | - Alexandra Rudolph
- Department of Genetics, Harvard Medical School, Boston, MA 02115, USA
| | - Dawn Chen
- Department of Genetics, Harvard Medical School, Boston, MA 02115, USA
| | - Jenny Ahn
- Department of Genetics, Harvard Medical School, Boston, MA 02115, USA
| | - Owen Spencer
- Department of Genetics, Harvard Medical School, Boston, MA 02115, USA
| | | | - Angela Tarver
- DOE Joint Genome Institute (JGI), Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA
| | - Miranda Harmon-Smith
- DOE Joint Genome Institute (JGI), Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA
| | - Matthew Hamilton
- DOE Joint Genome Institute (JGI), Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA
| | - Ian Blaby
- DOE Joint Genome Institute (JGI), Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA
| | - Yasuo Yoshikuni
- DOE Joint Genome Institute (JGI), Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA
| | - Behnoush Hajian
- Center for the Development of Therapeutics, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Adeline Jin
- GenScript USA Inc., Piscataway, NJ 08854, USA
| | - Balint Kintses
- Institute of Biochemistry, HUN-REN Biological Research Centre, Szeged, 6726, Hungary
| | - Monika Szamel
- Institute of Biochemistry, HUN-REN Biological Research Centre, Szeged, 6726, Hungary
| | - Viktoria Seregi
- Institute of Biochemistry, HUN-REN Biological Research Centre, Szeged, 6726, Hungary
| | - Yue Shen
- BGI Research, Shenzhen 518083, China
- BGI Research, Changzhou 213299, China
- Guangdong Provincial Key Laboratory of Genome Read and Write, BGI Research, Shenzhen 518083, China
| | - Zilong Li
- GenScript USA Inc., Piscataway, NJ 08854, USA
| | - George M. Church
- Department of Genetics, Harvard Medical School, Boston, MA 02115, USA
- Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, MA 02115, USA
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2
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Oviatt A, Gibson EG, Huang J, Mattern K, Neuman KC, Chan PF, Osheroff N. Interactions between Gepotidacin and Escherichia coli Gyrase and Topoisomerase IV: Genetic and Biochemical Evidence for Well-Balanced Dual-Targeting. ACS Infect Dis 2024; 10:1137-1151. [PMID: 38606465 PMCID: PMC11015057 DOI: 10.1021/acsinfecdis.3c00346] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2023] [Revised: 02/07/2024] [Accepted: 02/13/2024] [Indexed: 04/13/2024]
Abstract
Antimicrobial resistance is a global threat to human health. Therefore, efforts have been made to develop new antibacterial agents that address this critical medical issue. Gepotidacin is a novel, bactericidal, first-in-class triazaacenaphthylene antibacterial in clinical development. Recently, phase III clinical trials for gepotidacin treatment of uncomplicated urinary tract infections caused by uropathogens, including Escherichia coli, were stopped for demonstrated efficacy. Because of the clinical promise of gepotidacin, it is important to understand how the compound interacts with its cellular targets, gyrase and topoisomerase IV, from E. coli. Consequently, we determined how gyrase and topoisomerase IV mutations in amino acid residues that are involved in gepotidacin interactions affect the susceptibility of E. coli cells to the compound and characterized the effects of gepotidacin on the activities of purified wild-type and mutant gyrase and topoisomerase IV. Gepotidacin displayed well-balanced dual-targeting of gyrase and topoisomerase IV in E. coli cells, which was reflected in a similar inhibition of the catalytic activities of these enzymes by the compound. Gepotidacin induced gyrase/topoisomerase IV-mediated single-stranded, but not double-stranded, DNA breaks. Mutations in GyrA and ParC amino acid residues that interact with gepotidacin altered the activity of the compound against the enzymes and, when present in both gyrase and topoisomerase IV, reduced the antibacterial activity of gepotidacin against this mutant strain. Our studies provide insights regarding the well-balanced dual-targeting of gyrase and topoisomerase IV by gepotidacin in E. coli.
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Affiliation(s)
- Alexandria
A. Oviatt
- Department
of Biochemistry, Vanderbilt University School
of Medicine, Nashville, Tennessee 37232, United States
| | - Elizabeth G. Gibson
- Department
of Biochemistry, Vanderbilt University School
of Medicine, Nashville, Tennessee 37232, United States
- Department
of Pharmacology, Vanderbilt University School
of Medicine, Nashville, Tennessee 37232, United States
| | - Jianzhong Huang
- Infectious
Diseases Research Unit, GlaxoSmithKline, Collegeville, Pennsylvania 19426, United States
| | - Karen Mattern
- Infectious
Diseases Research Unit, GlaxoSmithKline, Collegeville, Pennsylvania 19426, United States
| | - Keir C. Neuman
- Laboratory
of Single Molecule Biophysics, National
Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Maryland 20982, United States
| | - Pan F. Chan
- Infectious
Diseases Research Unit, GlaxoSmithKline, Collegeville, Pennsylvania 19426, United States
| | - Neil Osheroff
- Department
of Biochemistry, Vanderbilt University School
of Medicine, Nashville, Tennessee 37232, United States
- Department
of Medicine (Hematology/Oncology), Vanderbilt
University School of Medicine, Nashville, Tennessee 37232, United States
- VA
Tennessee
Valley Healthcare System, Nashville, Tennessee 37212, United States
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3
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Collins J, Osheroff N. Gyrase and Topoisomerase IV: Recycling Old Targets for New Antibacterials to Combat Fluoroquinolone Resistance. ACS Infect Dis 2024; 10:1097-1115. [PMID: 38564341 PMCID: PMC11019561 DOI: 10.1021/acsinfecdis.4c00128] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2024] [Revised: 03/14/2024] [Accepted: 03/18/2024] [Indexed: 04/04/2024]
Abstract
Beyond their requisite functions in many critical DNA processes, the bacterial type II topoisomerases, gyrase and topoisomerase IV, are the targets of fluoroquinolone antibacterials. These drugs act by stabilizing gyrase/topoisomerase IV-generated DNA strand breaks and by robbing the cell of the catalytic activities of these essential enzymes. Since their clinical approval in the mid-1980s, fluoroquinolones have been used to treat a broad spectrum of infectious diseases and are listed among the five "highest priority" critically important antimicrobial classes by the World Health Organization. Unfortunately, the widespread use of fluoroquinolones has been accompanied by a rise in target-mediated resistance caused by specific mutations in gyrase and topoisomerase IV, which has curtailed the medical efficacy of this drug class. As a result, efforts are underway to identify novel antibacterials that target the bacterial type II topoisomerases. Several new classes of gyrase/topoisomerase IV-targeted antibacterials have emerged, including novel bacterial topoisomerase inhibitors, Mycobacterium tuberculosis gyrase inhibitors, triazaacenaphthylenes, spiropyrimidinetriones, and thiophenes. Phase III clinical trials that utilized two members of these classes, gepotidacin (triazaacenaphthylene) and zoliflodacin (spiropyrimidinetrione), have been completed with positive outcomes, underscoring the potential of these compounds to become the first new classes of antibacterials introduced into the clinic in decades. Because gyrase and topoisomerase IV are validated targets for established and emerging antibacterials, this review will describe the catalytic mechanism and cellular activities of the bacterial type II topoisomerases, their interactions with fluoroquinolones, the mechanism of target-mediated fluoroquinolone resistance, and the actions of novel antibacterials against wild-type and fluoroquinolone-resistant gyrase and topoisomerase IV.
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Affiliation(s)
- Jessica
A. Collins
- Department
of Biochemistry, Vanderbilt University School
of Medicine, Nashville, Tennessee 37232, United States
| | - Neil Osheroff
- Department
of Biochemistry, Vanderbilt University School
of Medicine, Nashville, Tennessee 37232, United States
- Department
of Medicine (Hematology/Oncology), Vanderbilt
University School of Medicine, Nashville, Tennessee 37232, United States
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Theuretzbacher U. Evaluating the innovative potential of the global antibacterial pipeline. Clin Microbiol Infect 2023:S1198-743X(23)00490-1. [PMID: 37805036 DOI: 10.1016/j.cmi.2023.09.024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2023] [Revised: 09/27/2023] [Accepted: 09/30/2023] [Indexed: 10/09/2023]
Abstract
BACKGROUND Resistance burden varies widely among WHO regions, and the potential impact of new antibiotics differs in addressing the WHO's critical priority pathogens' resistance challenge. OBJECTIVES To analyse the current global clinical pipeline in line with public and global health concerns and define innovation in antibacterial drug discovery. SOURCES Monitoring clinical pipelines since 2006, integrating peer-reviewed MEDLINE publications on clinical development of new antibacterial agents, supplemented with disclosed data from developers. CONTENT The current clinical pipeline is dominated by derivatives of established antibiotic classes, primarily β-lactamase inhibitor combinations in Phase 3 (six of ten which also include two beta-lactams without β-lactamase inhibitor). This pattern extends to Phase 1. Although incremental improvements in susceptibility rates among derivatives benefit patients in advanced health care systems within specific geographical regions, these concepts are not adequate for carbapenem-resistant strains of Enterobacterales (especially Klebsiella and Escherichia coli), Acinetobacter, and Pseudomonas. This limitation arises from the diverse distribution of resistance mechanisms across global regions. Innovation in this context refers to absence of cross-resistance because of class-specific resistance mechanisms. This can most likely be achieved by exploring new chemical classes and new targets/binding sites, and new mode of action. An initial glimpse of progress is evident as innovative agents progressed to Phase 1 clinical trials. However, an influx of more agents advancing to clinical development is essential given the inherent risks associated with novel chemistry and targets. IMPLICATIONS The limited innovation in the global clinical pipeline inadequately serves public and global health interests. The complexities of antibacterial drug discovery, from scientific challenges to financial constraints, underscore the need for collective researcher efforts and public support to drive innovation for patients globally.
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5
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Rubin DH, Mortimer TD, Grad YH. Neisseria gonorrhoeae diagnostic escape from a gyrA-based test for ciprofloxacin susceptibility and the effect on zoliflodacin resistance: a bacterial genetics and experimental evolution study. THE LANCET. MICROBE 2023; 4:e247-e254. [PMID: 36868257 PMCID: PMC10071290 DOI: 10.1016/s2666-5247(22)00356-1] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/24/2022] [Revised: 11/24/2022] [Accepted: 11/25/2022] [Indexed: 03/05/2023]
Abstract
BACKGROUND The aetiological bacterial agent of gonorrhoea, Neisseria gonorrhoeae, has become resistant to each of the first-line antibiotics used to treat it, including ciprofloxacin. One diagnostic approach to identify ciprofloxacin-susceptible isolates is to determine codon 91 in the gene encoding the A subunit of DNA gyrase, gyrA, where coding for the wild-type serine (gyrA91S) is associated with ciprofloxacin susceptibility and phenylalanine (gyrA91F) with resistance. The aim of this study was to investigate the possibility of diagnostic escape from gyrA susceptibility testing. METHODS We used bacterial genetics to introduce pairwise substitutions in GyrA positions 91 (S or F) and 95 (D, G, or N), which is a second site in GyrA associated with ciprofloxacin resistance, into five clinical isolates of N gonorrhoeae. All five isolates encoded GyrA S91F, an additional substitution in GyrA at position 95, substitutions in ParC that are known to cause an increased minimum inhibitory concentration (MIC) to ciprofloxacin, and GyrB 429D, which is associated with susceptibility to zoliflodacin (a spiropyrimidinetrione-class antibiotic in phase 3 trials for treatment of gonorrhoea). We evolved these isolates to assess for the existence of pathways to ciprofloxacin resistance (MIC ≥1 μg/mL) and measured MICs for ciprofloxacin and zoliflodacin. In parallel, we searched metagenomic data for 11 355 N gonorrhoeae clinical isolates with reported ciprofloxacin MICs that were publicly available from the European Nucleotide Archive for strains that would be identified as susceptible by gyrA codon 91-based assays. FINDINGS Three clinical isolates of N gonorrhoeae with substitutions in GyrA position 95 associated with resistance (G or N) maintained intermediate ciprofloxacin MICs (0·125-0·5 μg/mL), which has been associated with treatment failure, despite reversion of GyrA position 91 from phenylalanine to serine. From an in-silico analysis of the 11 355 genomes from N gonorrhoeae clinical isolates, we identified 30 isolates with gyrA codon 91 encoding a serine and a ciprofloxacin resistance-associated mutation at codon 95. The reported MICs for these isolates varied from 0·023 μg/mL to 0·25 μg/mL, including four with intermediate ciprofloxacin MICs (associated with substantially increased risk of treatment failure). Finally, through experimental evolution, one clinical isolate of N gonorrhoeae bearing GyrA 91S acquired ciprofloxacin resistance through mutations in the gene encoding for the B subunit of DNA gyrase (gyrB) that also conferred reduced susceptibility to zoliflodacin (ie, MIC ≥2 μg/mL). INTERPRETATION Diagnostic escape from gyrA codon 91 diagnostics could occur through either reversion of the gyrA allele or expansion of circulating lineages. N gonorrhoeae genomic surveillance efforts might benefit from including gyrB, given its potential for contributing to ciprofloxacin and zoliflodacin resistance, and diagnostic strategies that reduce the likelihood of escape, such as the incorporation of multiple target sites, should be investigated. Diagnostics that guide antibiotic therapy can have unintended consequences, including novel resistance determinants and antibiotic cross-resistance. FUNDING US National Institutes of Health National Institute of Allergy and Infectious Diseases, National Institute of General Medical Sciences, and the Smith Family Foundation.
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Affiliation(s)
- Daniel Hf Rubin
- Department of Immunology and Infectious Diseases, Harvard TH Chan School of Public Health, Boston, MA, USA
| | - Tatum D Mortimer
- Department of Immunology and Infectious Diseases, Harvard TH Chan School of Public Health, Boston, MA, USA
| | - Yonatan H Grad
- Department of Immunology and Infectious Diseases, Harvard TH Chan School of Public Health, Boston, MA, USA.
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6
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Nyerges A, Vinke S, Flynn R, Owen SV, Rand EA, Budnik B, Keen E, Narasimhan K, Marchand JA, Baas-Thomas M, Liu M, Chen K, Chiappino-Pepe A, Hu F, Baym M, Church GM. A swapped genetic code prevents viral infections and gene transfer. Nature 2023; 615:720-727. [PMID: 36922599 PMCID: PMC10151025 DOI: 10.1038/s41586-023-05824-z] [Citation(s) in RCA: 17] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2022] [Accepted: 02/10/2023] [Indexed: 03/17/2023]
Abstract
Engineering the genetic code of an organism has been proposed to provide a firewall from natural ecosystems by preventing viral infections and gene transfer1-6. However, numerous viruses and mobile genetic elements encode parts of the translational apparatus7-9, potentially rendering a genetic-code-based firewall ineffective. Here we show that such mobile transfer RNAs (tRNAs) enable gene transfer and allow viral replication in Escherichia coli despite the genome-wide removal of 3 of the 64 codons and the previously essential cognate tRNA and release factor genes. We then establish a genetic firewall by discovering viral tRNAs that provide exceptionally efficient codon reassignment allowing us to develop cells bearing an amino acid-swapped genetic code that reassigns two of the six serine codons to leucine during translation. This amino acid-swapped genetic code renders cells resistant to viral infections by mistranslating viral proteomes and prevents the escape of synthetic genetic information by engineered reliance on serine codons to produce leucine-requiring proteins. As these cells may have a selective advantage over wild organisms due to virus resistance, we also repurpose a third codon to biocontain this virus-resistant host through dependence on an amino acid not found in nature10. Our results may provide the basis for a general strategy to make any organism safely resistant to all natural viruses and prevent genetic information flow into and out of genetically modified organisms.
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Affiliation(s)
- Akos Nyerges
- Department of Genetics, Harvard Medical School, Boston, MA, USA.
| | - Svenja Vinke
- Department of Genetics, Harvard Medical School, Boston, MA, USA
| | - Regan Flynn
- Department of Genetics, Harvard Medical School, Boston, MA, USA
| | - Siân V Owen
- Department of Biomedical Informatics and Laboratory of Systems Pharmacology, Harvard Medical School, Boston, MA, USA
| | - Eleanor A Rand
- Department of Biomedical Informatics and Laboratory of Systems Pharmacology, Harvard Medical School, Boston, MA, USA
| | - Bogdan Budnik
- Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, MA, USA
| | - Eric Keen
- Department of Pathology and Immunology, Washington University School of Medicine in St. Louis, St Louis, MO, USA
- The Edison Family Center for Genome Sciences and Systems Biology, Washington University School of Medicine in St. Louis, St Louis, MO, USA
| | | | - Jorge A Marchand
- Department of Genetics, Harvard Medical School, Boston, MA, USA
- Department of Chemical Engineering, University of Washington, Seattle, WA, USA
| | | | - Min Liu
- GenScript USA Inc., Piscataway, NJ, USA
| | | | | | | | - Michael Baym
- Department of Biomedical Informatics and Laboratory of Systems Pharmacology, Harvard Medical School, Boston, MA, USA
| | - George M Church
- Department of Genetics, Harvard Medical School, Boston, MA, USA.
- Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, MA, USA.
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7
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Sharma P, Dahiya S, Kaur P, Kapil A. Computational biology: Role and scope in taming antimicrobial resistance. Indian J Med Microbiol 2023; 41:33-38. [PMID: 36870746 DOI: 10.1016/j.ijmmb.2022.12.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2022] [Revised: 12/11/2022] [Accepted: 12/16/2022] [Indexed: 01/05/2023]
Abstract
BACKGROUND Infectious diseases pose many challenges due to increasing threat of antimicrobial resistance, which necessitates continuous research to develop novel strategies for development of new molecules with antibacterial activity. In the era of computational biology there are tools and techniques available to address and solve the disease management issues in the field of clinical microbiology. The sequencing techniques, structural biology and machine learning can be implemented collectively to tackle infectious diseases e.g. for the diagnosis, epidemiological typing, pathotyping, antimicrobial resistance detection as well as the discovery of novel drugs and vaccine biomarkers. OBJECTIVES The present review is a narrative review representing a comprehensive literature-based assessment regarding the use of whole genome sequencing, structural biology and machine learning for the diagnosis, molecular typing and antibacterial drug discovery. CONTENT Here, we seek to present an overview of molecular and structural basis of resistance to antibiotics, while focusing on the recent bioinformatics approaches in whole genome sequencing and structural biology. The application of next generation sequencing in management of bacterial infections focusing on investigation of microbial population diversity, genotypic resistance testing and scope for the identification of targets for novel drug and vaccine candidates, has been addressed along with the use of structural biophysics and artificial intelligence.
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Affiliation(s)
- Priyanka Sharma
- Department of Biophysics, All India Institute of Medical Sciences, Ansari Nagar, New Delhi, 110029, India.
| | - Sushila Dahiya
- Department of Microbiology, All India Institute of Medical Sciences, Ansari Nagar, New Delhi, 110029, India.
| | - Punit Kaur
- Department of Biophysics, All India Institute of Medical Sciences, Ansari Nagar, New Delhi, 110029, India.
| | - Arti Kapil
- Department of Microbiology, All India Institute of Medical Sciences, Ansari Nagar, New Delhi, 110029, India.
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Shaer Tamar E, Kishony R. Multistep diversification in spatiotemporal bacterial-phage coevolution. Nat Commun 2022; 13:7971. [PMID: 36577749 PMCID: PMC9797572 DOI: 10.1038/s41467-022-35351-w] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2022] [Accepted: 11/29/2022] [Indexed: 12/29/2022] Open
Abstract
The evolutionary arms race between phages and bacteria, where bacteria evolve resistance to phages and phages retaliate with resistance-countering mutations, is a major driving force of molecular innovation and genetic diversification. Yet attempting to reproduce such ongoing retaliation dynamics in the lab has been challenging; laboratory coevolution experiments of phage and bacteria are typically performed in well-mixed environments and often lead to rapid stagnation with little genetic variability. Here, co-culturing motile E. coli with the lytic bacteriophage T7 on swimming plates, we observe complex spatiotemporal dynamics with multiple genetically diversifying adaptive cycles. Systematically quantifying over 10,000 resistance-infectivity phenotypes between evolved bacteria and phage isolates, we observe diversification into multiple coexisting ecotypes showing a complex interaction network with both host-range expansion and host-switch tradeoffs. Whole-genome sequencing of these evolved phage and bacterial isolates revealed a rich set of adaptive mutations in multiple genetic pathways including in genes not previously linked with phage-bacteria interactions. Synthetically reconstructing these new mutations, we discover phage-general and phage-specific resistance phenotypes as well as a strong synergy with the more classically known phage-resistance mutations. These results highlight the importance of spatial structure and migration for driving phage-bacteria coevolution, providing a concrete system for revealing new molecular mechanisms across diverse phage-bacterial systems.
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Affiliation(s)
- Einat Shaer Tamar
- grid.6451.60000000121102151Faculty of Biology, Technion–Israel Institute of Technology, Haifa, Israel
| | - Roy Kishony
- grid.6451.60000000121102151Faculty of Biology, Technion–Israel Institute of Technology, Haifa, Israel ,grid.6451.60000000121102151Faculty of Computer Science, Technion–Israel Institute of Technology, Haifa, Israel ,grid.6451.60000000121102151Faculty of Biomedical Engineering, Technion–Israel Institute of Technology, Haifa, Israel
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9
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Yilmaz S, Nyerges A, van der Oost J, Church GM, Claassens NJ. Towards next-generation cell factories by rational genome-scale engineering. Nat Catal 2022. [DOI: 10.1038/s41929-022-00836-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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10
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Lyons A, Kirkham J, Blades K, Orr D, Dauncey E, Smith O, Dick E, Walker R, Matthews T, Bunt A, Finlayson J, Morrison I, Savage VJ, Moyo E, Butler HS, Newman R, Ooi N, Smith A, Charrier C, Ratcliffe AJ, Stokes NR, Best S, Salisbury AM, Craighead M, Cooper IR. Discovery and structure-activity relationships of a novel oxazolidinone class of bacterial type II topoisomerase inhibitors. Bioorg Med Chem Lett 2022; 65:128648. [PMID: 35231579 DOI: 10.1016/j.bmcl.2022.128648] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2022] [Revised: 02/22/2022] [Accepted: 02/24/2022] [Indexed: 11/02/2022]
Abstract
There is an increasingly urgent and unmet medical need for novel antibiotic drugs that tackle infections caused by multidrug-resistant (MDR) pathogens. Novel bacterial type II topoisomerase inhibitors (NBTIs) are of high interest due to limited cross-resistance with fluoroquinolones, however analogues with Gram-negative activity often suffer from hERG channel inhibition. A novel series of bicyclic-oxazolidinone inhibitors of bacterial type II topoisomerase were identified which display potent broad-spectrum anti-bacterial activity, including against MDR strains, along with an encouraging in vitro safety profile. In vivo proof of concept was achieved in a A. baumannii mouse thigh infection model.
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Affiliation(s)
- Amanda Lyons
- Redx Anti-Infectives Ltd, Alderley Park, Cheshire SK10 4TG, UK
| | - James Kirkham
- Infex Therapeutics Ltd, Mereside, Alderley Park, Macclesfield SK10 4TG,UK
| | - Kevin Blades
- Infex Therapeutics Ltd, Mereside, Alderley Park, Macclesfield SK10 4TG,UK
| | - David Orr
- Infex Therapeutics Ltd, Mereside, Alderley Park, Macclesfield SK10 4TG,UK
| | | | - Oliver Smith
- Infex Therapeutics Ltd, Mereside, Alderley Park, Macclesfield SK10 4TG,UK
| | - Emma Dick
- Redx Anti-Infectives Ltd, Alderley Park, Cheshire SK10 4TG, UK
| | - Rolf Walker
- Redx Anti-Infectives Ltd, Alderley Park, Cheshire SK10 4TG, UK
| | - Teresa Matthews
- Redx Anti-Infectives Ltd, Alderley Park, Cheshire SK10 4TG, UK
| | - Adam Bunt
- Infex Therapeutics Ltd, Mereside, Alderley Park, Macclesfield SK10 4TG,UK
| | | | - Ian Morrison
- Redx Anti-Infectives Ltd, Alderley Park, Cheshire SK10 4TG, UK
| | - Victoria J Savage
- Infex Therapeutics Ltd, Mereside, Alderley Park, Macclesfield SK10 4TG,UK
| | - Emmanuel Moyo
- Infex Therapeutics Ltd, Mereside, Alderley Park, Macclesfield SK10 4TG,UK
| | - Hayley S Butler
- Redx Anti-Infectives Ltd, Alderley Park, Cheshire SK10 4TG, UK
| | - Rebecca Newman
- Infex Therapeutics Ltd, Mereside, Alderley Park, Macclesfield SK10 4TG,UK
| | - Nicola Ooi
- Infex Therapeutics Ltd, Mereside, Alderley Park, Macclesfield SK10 4TG,UK
| | - Andrew Smith
- Redx Anti-Infectives Ltd, Alderley Park, Cheshire SK10 4TG, UK
| | - Cédric Charrier
- Redx Anti-Infectives Ltd, Alderley Park, Cheshire SK10 4TG, UK
| | | | - Neil R Stokes
- Redx Anti-Infectives Ltd, Alderley Park, Cheshire SK10 4TG, UK
| | - Stuart Best
- Redx Anti-Infectives Ltd, Alderley Park, Cheshire SK10 4TG, UK
| | | | - Mark Craighead
- Redx Anti-Infectives Ltd, Alderley Park, Cheshire SK10 4TG, UK
| | - Ian R Cooper
- Infex Therapeutics Ltd, Mereside, Alderley Park, Macclesfield SK10 4TG,UK.
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11
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In Vitro Activity of Gepotidacin Against Gram-negative and Gram-positive Anaerobes. Antimicrob Agents Chemother 2021; 66:e0216521. [PMID: 34930028 PMCID: PMC8846401 DOI: 10.1128/aac.02165-21] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Gepotidacin (formerly GSK2140944) is a first-in-class triazaacenaphthylene antibacterial currently in phase III clinical trials. When tested against Gram-negative (n = 333) and Gram-positive (n = 225) anaerobes by agar dilution, gepotidacin inhibited 90% of isolates at concentrations of 4 and 2 μg/mL, respectively. Given gepotidacin’s in vitro activity against the anaerobic isolates tested, further study is warranted to better understand the utility of gepotidacin in the treatment of infections caused by clinically relevant anaerobic organisms.
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12
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New dual ATP-competitive inhibitors of bacterial DNA gyrase and topoisomerase IV active against ESKAPE pathogens. Eur J Med Chem 2021; 213:113200. [PMID: 33524686 DOI: 10.1016/j.ejmech.2021.113200] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2020] [Revised: 11/10/2020] [Accepted: 01/12/2021] [Indexed: 11/21/2022]
Abstract
The rise in multidrug-resistant bacteria defines the need for identification of new antibacterial agents that are less prone to resistance acquisition. Compounds that simultaneously inhibit multiple bacterial targets are more likely to suppress the evolution of target-based resistance than monotargeting compounds. The structurally similar ATP binding sites of DNA gyrase and topoisomerase Ⅳ offer an opportunity to accomplish this goal. Here we present the design and structure-activity relationship analysis of balanced, low nanomolar inhibitors of bacterial DNA gyrase and topoisomerase IV that show potent antibacterial activities against the ESKAPE pathogens. For inhibitor 31c, a crystal structure in complex with Staphylococcus aureus DNA gyrase B was obtained that confirms the mode of action of these compounds. The best inhibitor, 31h, does not show any in vitro cytotoxicity and has excellent potency against Gram-positive (MICs: range, 0.0078-0.0625 μg/mL) and Gram-negative pathogens (MICs: range, 1-2 μg/mL). Furthermore, 31h inhibits GyrB mutants that can develop resistance to other drugs. Based on these data, we expect that structural derivatives of 31h will represent a step toward clinically efficacious multitargeting antimicrobials that are not impacted by existing antimicrobial resistance.
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13
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Wannier TM, Ciaccia PN, Ellington AD, Filsinger GT, Isaacs FJ, Javanmardi K, Jones MA, Kunjapur AM, Nyerges A, Pal C, Schubert MG, Church GM. Recombineering and MAGE. NATURE REVIEWS. METHODS PRIMERS 2021; 1:7. [PMID: 35540496 PMCID: PMC9083505 DOI: 10.1038/s43586-020-00006-x] [Citation(s) in RCA: 41] [Impact Index Per Article: 13.7] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 11/19/2020] [Indexed: 12/17/2022]
Abstract
Recombination-mediated genetic engineering, also known as recombineering, is the genomic incorporation of homologous single-stranded or double-stranded DNA into bacterial genomes. Recombineering and its derivative methods have radically improved genome engineering capabilities, perhaps none more so than multiplex automated genome engineering (MAGE). MAGE is representative of a set of highly multiplexed single-stranded DNA-mediated technologies. First described in Escherichia coli, both MAGE and recombineering are being rapidly translated into diverse prokaryotes and even into eukaryotic cells. Together, this modern set of tools offers the promise of radically improving the scope and throughput of experimental biology by providing powerful new methods to ease the genetic manipulation of model and non-model organisms. In this Primer, we describe recombineering and MAGE, their optimal use, their diverse applications and methods for pairing them with other genetic editing tools. We then look forward to the future of genetic engineering.
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Affiliation(s)
- Timothy M. Wannier
- Department of Genetics, Harvard Medical School, Boston, MA, USA
- Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, MA, USA
| | - Peter N. Ciaccia
- Department of Molecular, Cellular & Developmental Biology, Yale University, New Haven, CT, USA
- Systems Biology Institute, Yale University, West Haven, CT, USA
| | - Andrew D. Ellington
- Department of Molecular Biosciences, College of Natural Sciences, University of Texas at Austin, Austin, TX, USA
| | - Gabriel T. Filsinger
- Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, MA, USA
- Department of Systems Biology, Harvard University, Cambridge, MA, USA
| | - Farren J. Isaacs
- Department of Molecular, Cellular & Developmental Biology, Yale University, New Haven, CT, USA
- Systems Biology Institute, Yale University, West Haven, CT, USA
- Department of Biomedical Engineering, Yale University, New Haven, CT, USA
| | - Kamyab Javanmardi
- Department of Molecular Biosciences, College of Natural Sciences, University of Texas at Austin, Austin, TX, USA
| | - Michaela A. Jones
- Department of Chemical and Biomolecular Engineering, University of Delaware, Newark, DE, USA
| | - Aditya M. Kunjapur
- Department of Chemical and Biomolecular Engineering, University of Delaware, Newark, DE, USA
| | - Akos Nyerges
- Department of Genetics, Harvard Medical School, Boston, MA, USA
- Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, MA, USA
| | - Csaba Pal
- Synthetic and Systems Biology Unit, Institute of Biochemistry, Biological Research Centre, Szeged, Hungary
| | - Max G. Schubert
- Department of Genetics, Harvard Medical School, Boston, MA, USA
- Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, MA, USA
| | - George M. Church
- Department of Genetics, Harvard Medical School, Boston, MA, USA
- Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, MA, USA
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14
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Durcik M, Skok Ž, Ilaš J, Zidar N, Zega A, Szili PÉ, Draskovits G, Révész T, Kikelj D, Nyerges A, Pál C, Mašič LP, Tomašič T. Hybrid Inhibitors of DNA Gyrase A and B: Design, Synthesis and Evaluation. Pharmaceutics 2020; 13:pharmaceutics13010006. [PMID: 33374964 PMCID: PMC7822030 DOI: 10.3390/pharmaceutics13010006] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2020] [Revised: 12/15/2020] [Accepted: 12/19/2020] [Indexed: 11/16/2022] Open
Abstract
The discovery of multi-targeting ligands of bacterial enzymes is an important strategy to combat rapidly spreading antimicrobial resistance. Bacterial DNA gyrase and topoisomerase IV are validated targets for the development of antibiotics. They can be inhibited at their catalytic sites or at their ATP binding sites. Here we present the design of new hybrids between the catalytic inhibitor ciprofloxacin and ATP-competitive inhibitors that show low nanomolar inhibition of DNA gyrase and antibacterial activity against Gram-negative pathogens. The most potent hybrid 3a has MICs of 0.5 µg/mL against Klebsiella pneumoniae, 4 µg/mL against Enterobacter cloacae, and 2 µg/mL against Escherichia coli. In addition, inhibition of mutant E. coli strains shows that these hybrid inhibitors interact with both subunits of DNA gyrase (GyrA, GyrB), and that binding to both of these sites contributes to their antibacterial activity.
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Affiliation(s)
- Martina Durcik
- University of Ljubljana, Faculty of Pharmacy, Aškerčeva cesta 7, 1000 Ljubljana, Slovenia; (M.D.); (Ž.S.); (J.I.); (N.Z.); (A.Z.); (D.K.)
| | - Žiga Skok
- University of Ljubljana, Faculty of Pharmacy, Aškerčeva cesta 7, 1000 Ljubljana, Slovenia; (M.D.); (Ž.S.); (J.I.); (N.Z.); (A.Z.); (D.K.)
| | - Janez Ilaš
- University of Ljubljana, Faculty of Pharmacy, Aškerčeva cesta 7, 1000 Ljubljana, Slovenia; (M.D.); (Ž.S.); (J.I.); (N.Z.); (A.Z.); (D.K.)
| | - Nace Zidar
- University of Ljubljana, Faculty of Pharmacy, Aškerčeva cesta 7, 1000 Ljubljana, Slovenia; (M.D.); (Ž.S.); (J.I.); (N.Z.); (A.Z.); (D.K.)
| | - Anamarija Zega
- University of Ljubljana, Faculty of Pharmacy, Aškerčeva cesta 7, 1000 Ljubljana, Slovenia; (M.D.); (Ž.S.); (J.I.); (N.Z.); (A.Z.); (D.K.)
| | - Petra Éva Szili
- Synthetic and Systems Biology Unit, Institute of Biochemistry, Biological Research Centre, H-6726 Szeged, Hungary; (P.É.S.); (G.D.); (T.R.); (A.N.); (C.P.)
| | - Gábor Draskovits
- Synthetic and Systems Biology Unit, Institute of Biochemistry, Biological Research Centre, H-6726 Szeged, Hungary; (P.É.S.); (G.D.); (T.R.); (A.N.); (C.P.)
| | - Tamás Révész
- Synthetic and Systems Biology Unit, Institute of Biochemistry, Biological Research Centre, H-6726 Szeged, Hungary; (P.É.S.); (G.D.); (T.R.); (A.N.); (C.P.)
| | - Danijel Kikelj
- University of Ljubljana, Faculty of Pharmacy, Aškerčeva cesta 7, 1000 Ljubljana, Slovenia; (M.D.); (Ž.S.); (J.I.); (N.Z.); (A.Z.); (D.K.)
| | - Akos Nyerges
- Synthetic and Systems Biology Unit, Institute of Biochemistry, Biological Research Centre, H-6726 Szeged, Hungary; (P.É.S.); (G.D.); (T.R.); (A.N.); (C.P.)
- Department of Genetics, Harvard Medical School, Boston, MA 02215, USA
| | - Csaba Pál
- Synthetic and Systems Biology Unit, Institute of Biochemistry, Biological Research Centre, H-6726 Szeged, Hungary; (P.É.S.); (G.D.); (T.R.); (A.N.); (C.P.)
| | - Lucija Peterlin Mašič
- University of Ljubljana, Faculty of Pharmacy, Aškerčeva cesta 7, 1000 Ljubljana, Slovenia; (M.D.); (Ž.S.); (J.I.); (N.Z.); (A.Z.); (D.K.)
- Correspondence: (L.P.M.); (T.T.); Tel.: +386-1-4769-635 (L.P.M.); +386-1-4769-556 (T.T.)
| | - Tihomir Tomašič
- University of Ljubljana, Faculty of Pharmacy, Aškerčeva cesta 7, 1000 Ljubljana, Slovenia; (M.D.); (Ž.S.); (J.I.); (N.Z.); (A.Z.); (D.K.)
- Correspondence: (L.P.M.); (T.T.); Tel.: +386-1-4769-635 (L.P.M.); +386-1-4769-556 (T.T.)
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15
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Nyerges A, Tomašič T, Durcik M, Revesz T, Szili P, Draskovits G, Bogar F, Skok Ž, Zidar N, Ilaš J, Zega A, Kikelj D, Daruka L, Kintses B, Vasarhelyi B, Foldesi I, Kata D, Welin M, Kimbung R, Focht D, Mašič LP, Pal C. Rational design of balanced dual-targeting antibiotics with limited resistance. PLoS Biol 2020; 18:e3000819. [PMID: 33017402 PMCID: PMC7561186 DOI: 10.1371/journal.pbio.3000819] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2020] [Revised: 10/15/2020] [Accepted: 08/26/2020] [Indexed: 12/02/2022] Open
Abstract
Antibiotics that inhibit multiple bacterial targets offer a promising therapeutic strategy against resistance evolution, but developing such antibiotics is challenging. Here we demonstrate that a rational design of balanced multitargeting antibiotics is feasible by using a medicinal chemistry workflow. The resultant lead compounds, ULD1 and ULD2, belonging to a novel chemical class, almost equipotently inhibit bacterial DNA gyrase and topoisomerase IV complexes and interact with multiple evolutionary conserved amino acids in the ATP-binding pockets of their target proteins. ULD1 and ULD2 are excellently potent against a broad range of gram-positive bacteria. Notably, the efficacy of these compounds was tested against a broad panel of multidrug-resistant Staphylococcus aureus clinical strains. Antibiotics with clinical relevance against staphylococcal infections fail to inhibit a significant fraction of these isolates, whereas both ULD1 and ULD2 inhibit all of them (minimum inhibitory concentration [MIC] ≤1 μg/mL). Resistance mutations against these compounds are rare, have limited impact on compound susceptibility, and substantially reduce bacterial growth. Based on their efficacy and lack of toxicity demonstrated in murine infection models, these compounds could translate into new therapies against multidrug-resistant bacterial infections.
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Affiliation(s)
- Akos Nyerges
- Synthetic and Systems Biology Unit, Biological Research Center, Szeged, Hungary
| | - Tihomir Tomašič
- University of Ljubljana, Faculty of Pharmacy, Ljubljana, Slovenia
| | - Martina Durcik
- University of Ljubljana, Faculty of Pharmacy, Ljubljana, Slovenia
| | - Tamas Revesz
- Synthetic and Systems Biology Unit, Biological Research Center, Szeged, Hungary
- Doctoral School of Theoretical Medicine, University of Szeged, Szeged, Hungary
| | - Petra Szili
- Synthetic and Systems Biology Unit, Biological Research Center, Szeged, Hungary
- Doctoral School of Multidisciplinary Medical Sciences, University of Szeged, Szeged, Hungary
| | - Gabor Draskovits
- Synthetic and Systems Biology Unit, Biological Research Center, Szeged, Hungary
| | - Ferenc Bogar
- MTA-SZTE Biomimetic Systems Research Group, Department of Medical Chemistry, University of Szeged, Hungary
| | - Žiga Skok
- University of Ljubljana, Faculty of Pharmacy, Ljubljana, Slovenia
| | - Nace Zidar
- University of Ljubljana, Faculty of Pharmacy, Ljubljana, Slovenia
| | - Janez Ilaš
- University of Ljubljana, Faculty of Pharmacy, Ljubljana, Slovenia
| | - Anamarija Zega
- University of Ljubljana, Faculty of Pharmacy, Ljubljana, Slovenia
| | - Danijel Kikelj
- University of Ljubljana, Faculty of Pharmacy, Ljubljana, Slovenia
| | - Lejla Daruka
- Synthetic and Systems Biology Unit, Biological Research Center, Szeged, Hungary
- Doctoral School of Biology, Faculty of Science and Informatics, University of Szeged, Szeged, Hungary
| | - Balint Kintses
- Synthetic and Systems Biology Unit, Biological Research Center, Szeged, Hungary
- HCEMM-BRC Translational Microbiology Lab, Szeged, Hungary
| | - Balint Vasarhelyi
- Synthetic and Systems Biology Unit, Biological Research Center, Szeged, Hungary
| | - Imre Foldesi
- Department of Laboratory Medicine, University of Szeged, Szeged, Hungary
| | - Diána Kata
- Department of Laboratory Medicine, University of Szeged, Szeged, Hungary
| | - Martin Welin
- SARomics Biostructures, Medicon Village, Lund, Sweden
| | | | - Dorota Focht
- SARomics Biostructures, Medicon Village, Lund, Sweden
| | | | - Csaba Pal
- Synthetic and Systems Biology Unit, Biological Research Center, Szeged, Hungary
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16
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Ching C, Orubu ESF, Sutradhar I, Wirtz VJ, Boucher HW, Zaman MH. Bacterial antibiotic resistance development and mutagenesis following exposure to subinhibitory concentrations of fluoroquinolones in vitro: a systematic review of the literature. JAC Antimicrob Resist 2020; 2:dlaa068. [PMID: 34223024 PMCID: PMC8210091 DOI: 10.1093/jacamr/dlaa068] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2020] [Accepted: 07/15/2020] [Indexed: 12/09/2022] Open
Abstract
BACKGROUND Understanding social and scientific drivers of antibiotic resistance is critical to help preserve antibiotic efficacy. These drivers include exposure to subinhibitory antibiotic concentrations in the environment and clinic. OBJECTIVES To summarize and quantify the relationship between subinhibitory fluoroquinolone exposure and antibiotic resistance and mutagenesis to better understand resistance patterns and mechanisms. METHODS Following PRISMA guidelines, PubMed, Web of Science and Embase were searched for primary in vitro experimental studies on subinhibitory fluoroquinolone exposure and bacterial antibiotic resistance and mutagenesis, from earliest available dates through to 2018 without language limitation. A specifically developed non-weighted tool was used to assess risk of bias. RESULTS Evidence from 62 eligible studies showed that subinhibitory fluoroquinolone exposure results in increased resistance to the selecting fluoroquinolone. Most increases in MIC were low (median minimum of 3.7-fold and median maximum of 32-fold) and may not be considered clinically relevant. Mechanistically, resistance is partly explained by target mutations but also changes in drug efflux. Collaterally, resistance to other fluoroquinolones and unrelated antibiotic classes also develops. The mean ± SD quality score for all studies was 2.6 ± 1.8 with a range of 0 (highest score) to 7 (lowest score). CONCLUSIONS Low and moderate levels of resistance and efflux changes can create an opportunity for higher-level resistance or MDR. Future studies, to elucidate the genetic regulation of specific resistance mechanisms, and increased policies, including surveillance of low-level resistance changes or genomic surveillance of efflux pump genes and regulators, could serve as a predictor of MDR development.
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Affiliation(s)
- Carly Ching
- Department of Biomedical Engineering, Boston University, Boston, MA, USA
| | - Ebiowei S F Orubu
- Department of Biomedical Engineering, Boston University, Boston, MA, USA
- Institute for Health System Innovation & Policy, Boston University, Boston, MA, USA
| | - Indorica Sutradhar
- Department of Biomedical Engineering, Boston University, Boston, MA, USA
| | - Veronika J Wirtz
- Department of Global Health, Boston University School of Public Health, Boston, MA, USA
| | - Helen W Boucher
- Division of Geographic Medicine and Infectious Diseases, Tufts Medical Center, Boston, MA, USA
| | - Muhammad H Zaman
- Department of Biomedical Engineering, Boston University, Boston, MA, USA
- Howard Hughes Medical Institute, Boston University, Boston, MA, USA
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17
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Wannier TM, Nyerges A, Kuchwara HM, Czikkely M, Balogh D, Filsinger GT, Borders NC, Gregg CJ, Lajoie MJ, Rios X, Pál C, Church GM. Improved bacterial recombineering by parallelized protein discovery. Proc Natl Acad Sci U S A 2020; 117:13689-13698. [PMID: 32467157 PMCID: PMC7306799 DOI: 10.1073/pnas.2001588117] [Citation(s) in RCA: 69] [Impact Index Per Article: 17.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022] Open
Abstract
Exploiting bacteriophage-derived homologous recombination processes has enabled 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 introduce a high-throughput method for SSAP discovery that we call "serial enrichment for efficient recombineering" (SEER). By performing SEER in Escherichia coli to 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 in E. coli, while PapRecT enables efficient recombineering in Pseudomonas 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.
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Affiliation(s)
| | - Akos Nyerges
- Department of Genetics, Harvard Medical School, Boston, MA 02115
- Synthetic and Systems Biology Unit, Institute of Biochemistry, Biological Research Centre, Szeged HU-6726, Hungary
| | | | - Márton Czikkely
- Synthetic and Systems Biology Unit, Institute of Biochemistry, Biological Research Centre, Szeged HU-6726, Hungary
| | - Dávid Balogh
- Synthetic and Systems Biology Unit, Institute of Biochemistry, Biological Research Centre, Szeged HU-6726, Hungary
| | | | | | | | - Marc J Lajoie
- Department of Genetics, Harvard Medical School, Boston, MA 02115
| | - Xavier Rios
- Department of Genetics, Harvard Medical School, Boston, MA 02115
| | - Csaba Pál
- Synthetic and Systems Biology Unit, Institute of Biochemistry, Biological Research Centre, Szeged HU-6726, Hungary
| | - George M Church
- Department of Genetics, Harvard Medical School, Boston, MA 02115;
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18
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Aparicio T, Nyerges A, Martínez-García E, de Lorenzo V. High-Efficiency Multi-site Genomic Editing of Pseudomonas putida through Thermoinducible ssDNA Recombineering. iScience 2020; 23:100946. [PMID: 32179472 PMCID: PMC7068128 DOI: 10.1016/j.isci.2020.100946] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2019] [Revised: 02/06/2020] [Accepted: 02/21/2020] [Indexed: 12/21/2022] Open
Abstract
Application of single-stranded DNA recombineering for genome editing of species other than enterobacteria is limited by the efficiency of the recombinase and the action of endogenous mismatch repair (MMR) systems. In this work we have set up a genetic system for entering multiple changes in the chromosome of the biotechnologically relevant strain EM42 of Pseudomononas putida. To this end high-level heat-inducible co-transcription of the rec2 recombinase and P. putida's allele mutLE36KPP was designed under the control of the PL/cI857 system. Cycles of short thermal shifts followed by transformation with a suite of mutagenic oligos delivered different types of genomic changes at frequencies up to 10% per single modification. The same approach was instrumental to super-diversify short chromosomal portions for creating libraries of functional genomic segments-e.g., ribosomal-binding sites. These results enabled multiplexing of genome engineering of P. putida, as required for metabolic reprogramming of this important synthetic biology chassis.
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Affiliation(s)
- Tomas Aparicio
- Systems and Synthetic Biology Program, Centro Nacional de Biotecnología (CNB-CSIC), Campus de Cantoblanco, Madrid 28049, Spain
| | - Akos Nyerges
- Synthetic and Systems Biology Unit, Institute of Biochemistry, Biological Research Centre, Szeged 6726, Hungary
| | - Esteban Martínez-García
- Systems and Synthetic Biology Program, Centro Nacional de Biotecnología (CNB-CSIC), Campus de Cantoblanco, Madrid 28049, Spain.
| | - Víctor de Lorenzo
- Systems and Synthetic Biology Program, Centro Nacional de Biotecnología (CNB-CSIC), Campus de Cantoblanco, Madrid 28049, Spain.
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