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Bergum OET, Singleton AH, Røst LM, Bodein A, Scott-Boyer MP, Rye MB, Droit A, Bruheim P, Otterlei M. SOS genes are rapidly induced while translesion synthesis polymerase activity is temporally regulated. Front Microbiol 2024; 15:1373344. [PMID: 38596376 PMCID: PMC11002266 DOI: 10.3389/fmicb.2024.1373344] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2024] [Accepted: 03/11/2024] [Indexed: 04/11/2024] Open
Abstract
The DNA damage inducible SOS response in bacteria serves to increase survival of the species at the cost of mutagenesis. The SOS response first initiates error-free repair followed by error-prone repair. Here, we have employed a multi-omics approach to elucidate the temporal coordination of the SOS response. Escherichia coli was grown in batch cultivation in bioreactors to ensure highly controlled conditions, and a low dose of the antibiotic ciprofloxacin was used to activate the SOS response while avoiding extensive cell death. Our results show that expression of genes involved in error-free and error-prone repair were both induced shortly after DNA damage, thus, challenging the established perception that the expression of error-prone repair genes is delayed. By combining transcriptomics and a sub-proteomics approach termed signalomics, we found that the temporal segregation of error-free and error-prone repair is primarily regulated after transcription, supporting the current literature. Furthermore, the heterology index (i.e., the binding affinity of LexA to the SOS box) was correlated to the maximum increase in gene expression and not to the time of induction of SOS genes. Finally, quantification of metabolites revealed increasing pyrimidine pools as a late feature of the SOS response. Our results elucidate how the SOS response is coordinated, showing a rapid transcriptional response and temporal regulation of mutagenesis on the protein and metabolite levels.
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Affiliation(s)
| | - Amanda Holstad Singleton
- Department of Clinical and Molecular Medicine, Norwegian University of Science and Technology (NTNU), Trondheim, Norway
| | - Lisa Marie Røst
- Department of Biotechnology and Food Science, Norwegian University of Science and Technology (NTNU), Trondheim, Norway
| | - Antoine Bodein
- Department of Molecular Medicine, CHU de Québec Research Center, Université Laval, Québec, QC, Canada
| | - Marie-Pier Scott-Boyer
- Department of Molecular Medicine, CHU de Québec Research Center, Université Laval, Québec, QC, Canada
| | - Morten Beck Rye
- Department of Clinical and Molecular Medicine, Norwegian University of Science and Technology (NTNU), Trondheim, Norway
- Clinic of Surgery, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway
- Clinic of Laboratory Medicine, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway
- BioCore - Bioinformatics Core Facility, Norwegian University of Science and Technology (NTNU), Trondheim, Norway
| | - Arnaud Droit
- Department of Molecular Medicine, CHU de Québec Research Center, Université Laval, Québec, QC, Canada
| | - Per Bruheim
- Department of Biotechnology and Food Science, Norwegian University of Science and Technology (NTNU), Trondheim, Norway
| | - Marit Otterlei
- Department of Clinical and Molecular Medicine, Norwegian University of Science and Technology (NTNU), Trondheim, Norway
- Clinic of Laboratory Medicine, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway
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2
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Costa VG, Costa SM, Saramago M, Cunha MV, Arraiano CM, Viegas SC, Matos RG. Developing New Tools to Fight Human Pathogens: A Journey through the Advances in RNA Technologies. Microorganisms 2022; 10:2303. [PMID: 36422373 PMCID: PMC9697208 DOI: 10.3390/microorganisms10112303] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2022] [Revised: 11/12/2022] [Accepted: 11/15/2022] [Indexed: 09/18/2024] Open
Abstract
A long scientific journey has led to prominent technological advances in the RNA field, and several new types of molecules have been discovered, from non-coding RNAs (ncRNAs) to riboswitches, small interfering RNAs (siRNAs) and CRISPR systems. Such findings, together with the recognition of the advantages of RNA in terms of its functional performance, have attracted the attention of synthetic biologists to create potent RNA-based tools for biotechnological and medical applications. In this review, we have gathered the knowledge on the connection between RNA metabolism and pathogenesis in Gram-positive and Gram-negative bacteria. We further discuss how RNA techniques have contributed to the building of this knowledge and the development of new tools in synthetic biology for the diagnosis and treatment of diseases caused by pathogenic microorganisms. Infectious diseases are still a world-leading cause of death and morbidity, and RNA-based therapeutics have arisen as an alternative way to achieve success. There are still obstacles to overcome in its application, but much progress has been made in a fast and effective manner, paving the way for the solid establishment of RNA-based therapies in the future.
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Affiliation(s)
| | | | | | | | | | - Sandra C. Viegas
- Instituto de Tecnologia Química e Biológica António Xavier, Universidade Nova de Lisboa, Avenida da República, 2780-157 Oeiras, Portugal; (V.G.C.); (S.M.C.); (M.S.); (M.V.C.); (C.M.A.)
| | - Rute G. Matos
- Instituto de Tecnologia Química e Biológica António Xavier, Universidade Nova de Lisboa, Avenida da República, 2780-157 Oeiras, Portugal; (V.G.C.); (S.M.C.); (M.S.); (M.V.C.); (C.M.A.)
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3
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Abstract
In light of the rising prevalence of antimicrobial resistance (AMR) and the slow pace of new antimicrobial development, there has been increasing interest in the development of adjuvants that improve or restore the effectiveness of existing drugs. Here, we use a novel small RNA (sRNA) screening approach to identify genes whose knockdown increases ciprofloxacin (CIP) sensitivity in a resistant strain of Escherichia coli 5000 sRNA constructs were initially screened on a gyrA S83L background, ultimately leading to 30 validated genes whose disruption reduces CIP resistance. This set includes genes involved in DNA replication, repair, recombination, efflux, and other regulatory systems. Our findings increase understanding of the functional interactions of DNA Gyrase, and may aid in the development of new therapeutic approaches for combating AMR.
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4
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Marcén M, Cebrián G, Ruiz-Artiga V, Condón S, Mañas P. Cellular events involved in E. coli cells inactivation by several agents for food preservation: A comparative study. Food Microbiol 2019; 84:103246. [PMID: 31421746 DOI: 10.1016/j.fm.2019.103246] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2019] [Revised: 05/16/2019] [Accepted: 06/18/2019] [Indexed: 12/14/2022]
Abstract
Traditional and novel technologies for food preservation are being investigated to obtain safer products and fulfil consumer demands for less processed foods. These technologies inactivate microorganisms present in foods through their action on different cellular targets, but the final cause of cell loss of viability often remains not well characterized. The main objective of this work was to study and compare cellular events that could play a role on E. coli inactivation upon exposure to treatments with technologies of different nature. E. coli cells were exposed to heat, high hydrostatic pressure (HHP), pulsed electric fields (PEF) and acid treatments, and the occurrence of several alterations, including presence of sublethal injury, membrane permeabilization, increased levels of reactive oxygen species (ROS), DNA damage and protein damage were studied. Results reflected differences among the relevance of the several cellular events depending on the agent applied. Sublethally injured cells appeared after all the treatments. Cells consistently recovered in a higher percentage in non-selective medium, particularly in minimal medium, as compared to selective medium; however this effect was less relevant in PEF-treated cells. Increased levels of ROS were detected inside cells after all the treatments, although their order of appearance and relationship with membrane permeabilization varied depending on the technology. A high degree of membrane permeabilization was observed in PEF treated cells, DNA damage appeared as an important target in acid treatment, and protein damage, in HHP treated cells. Results obtained help to understand the mode of action of food preservation technologies on bacterial cells.
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Affiliation(s)
- María Marcén
- Tecnología de los Alimentos, Facultad de Veterinaria de Zaragoza, Instituto Agroalimentario de Aragón- IA2 - (Universidad de Zaragoza-CITA), Zaragoza, Spain
| | - Guillermo Cebrián
- Tecnología de los Alimentos, Facultad de Veterinaria de Zaragoza, Instituto Agroalimentario de Aragón- IA2 - (Universidad de Zaragoza-CITA), Zaragoza, Spain
| | - Virginia Ruiz-Artiga
- Tecnología de los Alimentos, Facultad de Veterinaria de Zaragoza, Instituto Agroalimentario de Aragón- IA2 - (Universidad de Zaragoza-CITA), Zaragoza, Spain
| | - Santiago Condón
- Tecnología de los Alimentos, Facultad de Veterinaria de Zaragoza, Instituto Agroalimentario de Aragón- IA2 - (Universidad de Zaragoza-CITA), Zaragoza, Spain
| | - Pilar Mañas
- Tecnología de los Alimentos, Facultad de Veterinaria de Zaragoza, Instituto Agroalimentario de Aragón- IA2 - (Universidad de Zaragoza-CITA), Zaragoza, Spain.
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5
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Lee H, Lee DG. Arenicin-1-induced apoptosis-like response requires RecA activation and hydrogen peroxide against Escherichia coli. Curr Genet 2018; 65:167-177. [DOI: 10.1007/s00294-018-0855-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2018] [Revised: 06/05/2018] [Accepted: 06/06/2018] [Indexed: 12/25/2022]
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6
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Guo Z, Han J, Yang XY, Cao K, He K, Du G, Zeng G, Zhang L, Yu G, Sun Z, He QY, Sun X. Proteomic analysis of the copper resistance of Streptococcus pneumoniae. Metallomics 2015; 7:448-54. [PMID: 25608595 DOI: 10.1039/c4mt00276h] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Streptococcus pneumoniae is a Gram-positive bacterial pathogen causing a variety of diseases, including otitis media, bacteraemia and meningitis. Although copper is an essential trace metal for bacterial growth, high intracellular levels of free-copper are toxic. Copper resistance has emerged as an important virulence determinant of microbial pathogens. In this study, we determined the minimum inhibition concentration of copper for the growth inhibition of S. pneumoniae. Two-dimensional-electrophoresis coupled with mass spectrometry was applied to identify proteins involved in copper resistance of S. pneumoniae. In total, forty-four proteins with more than 1.5-fold alteration in expression (p < 0.05) were identified. Quantitative reverse transcription PCR was used to confirm the proteomic results. Bioinformatics analysis showed that the differentially expressed proteins were mainly involved in the cell wall biosynthesis, protein biosynthesis, purine biosynthesis, pyrimidine biosynthesis, primary metabolic process, and the nitrogen compound metabolic process. Many up-regulated proteins in response to the copper treatment directly or indirectly participated in the cell wall biosynthesis, indicating that the cell wall is a critical determinant in copper resistance of S. pneumoniae.
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Affiliation(s)
- Zhong Guo
- Key Laboratory of Functional Protein Research of Guangdong Higher Education Institutes, Institute of Life and Health Engineering, College of Life Science and Technology, Jinan University, Guangzhou 510632, China.
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7
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8
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Massaiu I, Pasotti L, Casanova M, Politi N, Zucca S, Cusella De Angelis MG, Magni P. Quantification of the gene silencing performances of rationally-designed synthetic small RNAs. SYSTEMS AND SYNTHETIC BIOLOGY 2015; 9:107-23. [PMID: 26279705 DOI: 10.1007/s11693-015-9177-7] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/16/2015] [Revised: 06/12/2015] [Accepted: 07/27/2015] [Indexed: 11/30/2022]
Abstract
Small RNAs (sRNAs) are genetic tools for the efficient and specific tuning of target genes expression in bacteria. Inspired by naturally occurring sRNAs, recent works proposed the use of artificial sRNAs in synthetic biology for predictable repression of the desired genes. Their potential was demonstrated in several application fields, such as metabolic engineering and bacterial physiology studies. Guidelines for the rational design of novel sRNAs have been recently proposed. According to these guidelines, in this work synthetic sRNAs were designed, constructed and quantitatively characterized in Escherichia coli. An sRNA targeting the reporter gene RFP was tested by measuring the specific gene silencing when RFP was expressed at different transcription levels, under the control of different promoters, in different strains, and in single-gene or operon architecture. The sRNA level was tuned by using plasmids maintained at different copy numbers. Results demonstrated that RFP silencing worked as expected in an sRNA and mRNA expression-dependent fashion. A mathematical model was used to support sRNA characterization and to estimate an efficiency-related parameter that can be used to compare the performance of the designed sRNA. Gene silencing was also successful when RFP was placed in a two-gene synthetic operon, while the non-target gene (GFP) in the operon was not considerably affected. Finally, silencing was evaluated for another designed sRNA targeting the endogenous lactate dehydrogenase gene. The quantitative study performed in this work elucidated interesting performance-related and context-dependent features of synthetic sRNAs that will strongly support predictable gene silencing in disparate basic or applied research studies.
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Affiliation(s)
- Ilaria Massaiu
- Laboratory of Bioinformatics, Mathematical Modelling and Synthetic Biology, Department of Electrical, Computer and Biomedical Engineering, University of Pavia, via Ferrata 5, 27100 Pavia, Italy ; Centre for Health Technologies, University of Pavia, via Ferrata 5, 27100 Pavia, Italy
| | - Lorenzo Pasotti
- Laboratory of Bioinformatics, Mathematical Modelling and Synthetic Biology, Department of Electrical, Computer and Biomedical Engineering, University of Pavia, via Ferrata 5, 27100 Pavia, Italy ; Centre for Health Technologies, University of Pavia, via Ferrata 5, 27100 Pavia, Italy
| | - Michela Casanova
- Laboratory of Bioinformatics, Mathematical Modelling and Synthetic Biology, Department of Electrical, Computer and Biomedical Engineering, University of Pavia, via Ferrata 5, 27100 Pavia, Italy ; Centre for Health Technologies, University of Pavia, via Ferrata 5, 27100 Pavia, Italy
| | - Nicolò Politi
- Laboratory of Bioinformatics, Mathematical Modelling and Synthetic Biology, Department of Electrical, Computer and Biomedical Engineering, University of Pavia, via Ferrata 5, 27100 Pavia, Italy ; Centre for Health Technologies, University of Pavia, via Ferrata 5, 27100 Pavia, Italy
| | - Susanna Zucca
- Laboratory of Bioinformatics, Mathematical Modelling and Synthetic Biology, Department of Electrical, Computer and Biomedical Engineering, University of Pavia, via Ferrata 5, 27100 Pavia, Italy ; Centre for Health Technologies, University of Pavia, via Ferrata 5, 27100 Pavia, Italy
| | | | - Paolo Magni
- Laboratory of Bioinformatics, Mathematical Modelling and Synthetic Biology, Department of Electrical, Computer and Biomedical Engineering, University of Pavia, via Ferrata 5, 27100 Pavia, Italy ; Centre for Health Technologies, University of Pavia, via Ferrata 5, 27100 Pavia, Italy
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9
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Chaudhary AK, Na D, Lee EY. Rapid and high-throughput construction of microbial cell-factories with regulatory noncoding RNAs. Biotechnol Adv 2015; 33:914-30. [PMID: 26027891 DOI: 10.1016/j.biotechadv.2015.05.009] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2015] [Revised: 05/27/2015] [Accepted: 05/27/2015] [Indexed: 12/11/2022]
Abstract
Due to global crises such as pollution and depletion of fossil fuels, sustainable technologies based on microbial cell-factories have been garnering great interest as an alternative to chemical factories. The development of microbial cell-factories is imperative in cutting down the overall manufacturing cost. Thus, diverse metabolic engineering strategies and engineering tools have been established to obtain a preferred genotype and phenotype displaying superior productivity. However, these tools are limited to only a handful of genes with permanent modification of a genome and significant labor costs, and this is one of the bottlenecks associated with biofactory construction. Therefore, a groundbreaking rapid and high-throughput engineering tool is needed for efficient construction of microbial cell-factories. During the last decade, copious small noncoding RNAs (ncRNAs) have been discovered in bacteria. These are involved in substantial regulatory roles like transcriptional and post-transcriptional gene regulation by modulating mRNA elongation, stability, or translational efficiency. Because of their vulnerability, ncRNAs can be used as another layer of conditional control over gene expression without modifying chromosomal sequences, and hence would be a promising high-throughput tool for metabolic engineering. Here, we review successful design principles and applications of ncRNAs for high-throughput metabolic engineering or physiological studies of diverse industrially important microorganisms.
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Affiliation(s)
- Amit Kumar Chaudhary
- Department of Chemical Engineering, Kyung Hee University, Gyeonggi-do 446-701, Republic of Korea
| | - Dokyun Na
- School of Integrative Engineering, Chung-Ang University, 84 Heukseok-ro, Dongjak-gu, Seoul 156-756, Republic of Korea.
| | - Eun Yeol Lee
- Department of Chemical Engineering, Kyung Hee University, Gyeonggi-do 446-701, Republic of Korea.
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10
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Sakai Y, Abe K, Nakashima S, Ellinger JJ, Ferri S, Sode K, Ikebukuro K. Scaffold-fused riboregulators for enhanced gene activation in Synechocystis sp. PCC 6803. Microbiologyopen 2015; 4:533-40. [PMID: 25865486 PMCID: PMC4554450 DOI: 10.1002/mbo3.257] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2015] [Revised: 02/27/2015] [Accepted: 03/09/2015] [Indexed: 12/29/2022] Open
Abstract
Cyanobacteria are an attractive host for biofuel production because they can produce valuable chemical compounds from CO2 fixed by photosynthesis. However, the available genetic tools that enable precise gene regulation for the applications of synthetic biology are insufficient. Previously, we engineered an RNA-based posttranscriptional regulator, termed riboregulator, for the control of target gene expression in cyanobacterium Synechocystis sp. PCC 6803. Moreover, we enhanced the gene regulation ability of the riboregulators in Escherichia coli by fusing and engineering a scaffold sequence derived from naturally occurring E. coli noncoding small RNAs. Here, we demonstrated that the scaffold sequence fused to the riboregulators improved their gene regulation ability in Synechocystis sp. PCC 6803. To further improve gene regulation, we expressed an exogenous RNA chaperone protein that is responsible for noncoding small RNA-mediated gene regulation, which resulted in higher target gene expression. The scaffold sequence derived from natural E. coli noncoding small RNAs is effective for designing RNA-based genetic tools and scaffold-fused riboregulators are a strong RNA-tool to regulate gene expression in cyanobacteria.
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Affiliation(s)
- Yuta Sakai
- Department of Biotechnology and Life Science, Graduate School of Engineering, Tokyo University of Agriculture and Technology, 2-24-16 Naka-cho, Koganei, Tokyo, 184-8588, Japan.,CREST, Japan Science and Technology Agency, 2-24-16 Naka-cho, Koganei, Tokyo, 184-8588, Japan
| | - Koichi Abe
- Department of Biotechnology and Life Science, Graduate School of Engineering, Tokyo University of Agriculture and Technology, 2-24-16 Naka-cho, Koganei, Tokyo, 184-8588, Japan.,CREST, Japan Science and Technology Agency, 2-24-16 Naka-cho, Koganei, Tokyo, 184-8588, Japan
| | - Saki Nakashima
- Department of Biotechnology and Life Science, Graduate School of Engineering, Tokyo University of Agriculture and Technology, 2-24-16 Naka-cho, Koganei, Tokyo, 184-8588, Japan.,CREST, Japan Science and Technology Agency, 2-24-16 Naka-cho, Koganei, Tokyo, 184-8588, Japan
| | - James J Ellinger
- Department of Biotechnology and Life Science, Graduate School of Engineering, Tokyo University of Agriculture and Technology, 2-24-16 Naka-cho, Koganei, Tokyo, 184-8588, Japan.,CREST, Japan Science and Technology Agency, 2-24-16 Naka-cho, Koganei, Tokyo, 184-8588, Japan
| | - Stefano Ferri
- Department of Biotechnology and Life Science, Graduate School of Engineering, Tokyo University of Agriculture and Technology, 2-24-16 Naka-cho, Koganei, Tokyo, 184-8588, Japan.,CREST, Japan Science and Technology Agency, 2-24-16 Naka-cho, Koganei, Tokyo, 184-8588, Japan
| | - Koji Sode
- Department of Biotechnology and Life Science, Graduate School of Engineering, Tokyo University of Agriculture and Technology, 2-24-16 Naka-cho, Koganei, Tokyo, 184-8588, Japan.,CREST, Japan Science and Technology Agency, 2-24-16 Naka-cho, Koganei, Tokyo, 184-8588, Japan
| | - Kazunori Ikebukuro
- Department of Biotechnology and Life Science, Graduate School of Engineering, Tokyo University of Agriculture and Technology, 2-24-16 Naka-cho, Koganei, Tokyo, 184-8588, Japan.,CREST, Japan Science and Technology Agency, 2-24-16 Naka-cho, Koganei, Tokyo, 184-8588, Japan
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11
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Yang Y, Lin Y, Li L, Linhardt RJ, Yan Y. Regulating malonyl-CoA metabolism via synthetic antisense RNAs for enhanced biosynthesis of natural products. Metab Eng 2015; 29:217-226. [PMID: 25863265 DOI: 10.1016/j.ymben.2015.03.018] [Citation(s) in RCA: 133] [Impact Index Per Article: 13.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2014] [Revised: 03/18/2015] [Accepted: 03/31/2015] [Indexed: 01/14/2023]
Abstract
Malonyl-CoA is the building block for fatty acid biosynthesis and also a precursor to various pharmaceutically and industrially valuable molecules, such as polyketides and biopolymers. However, intracellular malonyl-CoA is usually maintained at low levels, which poses great challenges to efficient microbial production of malonyl-CoA derived molecules. Inactivation of the malonyl-CoA consumption pathway to increase its intracellular availability is not applicable, since it is usually lethal to microorganisms. In this work, we employ synthetic antisense RNAs (asRNAs) to conditionally down-regulate fatty acid biosynthesis and achieve malonyl-CoA enrichment in Escherichia coli. The optimized asRNA constructs with a loop-stem structure exhibit high interference efficiency up to 80%, leading to a 4.5-fold increase in intracellular malonyl-CoA concentration when fabD gene expression is inhibited. Strikingly, this strategy allows the improved production of natural products 4-hydroxycoumarin, resveratrol, and naringenin by 2.53-, 1.70-, and 1.53-fold in E. coli, respectively. In addition, down-regulation of other fab genes including fabH, fabB, and fabF also leads to remarkable increases in 4-hydroxycoumarin production. This study demonstrates a novel strategy to enhance intracellular malonyl-CoA and indicates the effectiveness of asRNA as a powerful tool for use in metabolic engineering.
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Affiliation(s)
- Yaping Yang
- College of Engineering, University of Georgia, Athens, GA 30602, USA
| | - Yuheng Lin
- College of Engineering, University of Georgia, Athens, GA 30602, USA
| | - Lingyun Li
- Department of Chemistry and Chemical Biology, Center for Biotechnology and Interdisciplinary Studies, Rensselaer Polytechnic Institute, Troy, NY 12180, USA
| | - Robert J Linhardt
- Department of Chemistry and Chemical Biology, Center for Biotechnology and Interdisciplinary Studies, Rensselaer Polytechnic Institute, Troy, NY 12180, USA
| | - Yajun Yan
- BioChemical Engineering Program, College of Engineering, University of Georgia, Athens, GA 30602, USA.
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12
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Nielsen AAK, Voigt CA. Multi-input CRISPR/Cas genetic circuits that interface host regulatory networks. Mol Syst Biol 2014; 10:763. [PMID: 25422271 PMCID: PMC4299604 DOI: 10.15252/msb.20145735] [Citation(s) in RCA: 175] [Impact Index Per Article: 15.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2014] [Revised: 10/26/2014] [Accepted: 10/29/2014] [Indexed: 12/24/2022] Open
Abstract
Genetic circuits require many regulatory parts in order to implement signal processing or execute algorithms in cells. A potentially scalable approach is to use dCas9, which employs small guide RNAs (sgRNAs) to repress genetic loci via the programmability of RNA:DNA base pairing. To this end, we use dCas9 and designed sgRNAs to build transcriptional logic gates and connect them to perform computation in living cells. We constructed a set of NOT gates by designing five synthetic Escherichia coli σ70 promoters that are repressed by corresponding sgRNAs, and these interactions do not exhibit crosstalk between each other. These sgRNAs exhibit high on-target repression (56- to 440-fold) and negligible off-target interactions (< 1.3-fold). These gates were connected to build larger circuits, including the Boolean-complete NOR gate and a 3-gate circuit consisting of four layered sgRNAs. The synthetic circuits were connected to the native E. coli regulatory network by designing output sgRNAs to target an E. coli transcription factor (malT). This converts the output of a synthetic circuit to a switch in cellular phenotype (sugar utilization, chemotaxis, phage resistance).
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Affiliation(s)
- Alec A K Nielsen
- Synthetic Biology Center, Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Christopher A Voigt
- Synthetic Biology Center, Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA
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13
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Averesch NJH, Krömer JO. Tailoring strain construction strategies for muconic acid production in S. cerevisiae and E. coli. Metab Eng Commun 2014; 1:19-28. [PMID: 34150501 PMCID: PMC8193250 DOI: 10.1016/j.meteno.2014.09.001] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2014] [Revised: 09/18/2014] [Accepted: 09/27/2014] [Indexed: 02/02/2023] Open
Abstract
There is currently a strong interest to derive the biological precursor cis,cis-muconic acid from shikimate pathway-branches to develop a biological replacement for adipic acid. Pioneered by the Frost laboratory this concept has regained interest: Recent approaches (Boles, Alper, Yan) however suffer from low product titres. Here an in silico comparison of all strain construction strategies was conducted to highlight stoichiometric optimizations. Using elementary mode analysis new knock-out strategies were determined in Saccharomyces cerevisiae and Escherichia coli. The strain construction strategies are unique to each pathway-branch and organism, allowing significantly different maximum and minimum yields. The maximum theoretical product carbon yields on glucose ranged from 86% (dehydroshikimate-branch) to 69% (anthranilate-branch). In most cases a coupling of product formation to growth was possible. Especially in S. cerevisiae chorismate-routes a minimum yield constraint of 46.9% could be reached. The knock-out targets are non-obvious, and not-transferable, highlighting the importance of tailored strain construction strategies. Maximum theoretical product carbon yields for biological production of cis,cis-muconic acid from glucose were calculated. Existing strain construction strategies were compared in silico and weaknesses were identified. New strain construction strategies were determined to allow coupling of product formation to growth for E. coli and S. cerevisiae. In particular abolishing one target reaction introduces a minimum yield constraint of 28% in S. cerevisiae. Determined knock-out targets are unique to each pathway and organism, highlighting the importance of tailored strain construction strategies.
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Key Words
- ADH, acetaldehyde dehydrogenase
- ANTH, anthranilate
- Adipic
- Carbon yield
- DAHP, 3-deoxy-arabinoheptulosonate 7-phosphate
- DHBA, 2,3-dihydroxybenzoate
- DHS, 3-dehydroshikimate
- E4P, erythrose 4-phosphate
- EDA, 2-dehydro-3-deoxy-phosphogluconate aldolase
- EDP, Entner–Doudoroff pathway
- EFM, elementary flux modes
- EMA, elementary mode analysis
- EPSP, 5-enolpyruvylshikimate-3-phosphate
- Elementary mode analysis
- F6P, fructose-6-phosphate
- FRD, fumarate reductase
- G6PD, glucose-6-phosphate dehydrogenase
- GPDH, glycerol-3-phosphate dehydrogenase
- Knock-out strategies
- LDH, lactate dehydrogenase
- MAE, malic enzyme
- Muconic
- PCA, protocatechuate
- PCK, phosphoenolpyruvate carboxykinase
- PEP, phosphoenolpyruvate
- PPP, pentose phosphate pathway
- PPS, phosphoenolpyruvate synthase
- PTS, phosphotransferase system
- PYK, pyruvate kinase
- SA, salicylate
- WT, wild type
- Ymax, maximum theoretical carbon yield
- Ymin, minimum theoretical carbon yield
- cMCs, constrained minimal cut sets
- ccMA, cis,cis-muconic acid
- pHBA, para-hydroxybenzoate
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Affiliation(s)
- Nils J H Averesch
- Centre for Microbial Electrosynthesis (CEMES), University of Queensland, Brisbane, Australia.,Advanced Water Management Centre (AWMC), University of Queensland, Brisbane, Australia
| | - Jens O Krömer
- Centre for Microbial Electrosynthesis (CEMES), University of Queensland, Brisbane, Australia.,Advanced Water Management Centre (AWMC), University of Queensland, Brisbane, Australia
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Copeland MF, Politz MC, Pfleger BF. Application of TALEs, CRISPR/Cas and sRNAs as trans-acting regulators in prokaryotes. Curr Opin Biotechnol 2014; 29:46-54. [PMID: 24632195 PMCID: PMC4162867 DOI: 10.1016/j.copbio.2014.02.010] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2013] [Revised: 01/28/2014] [Accepted: 02/13/2014] [Indexed: 01/09/2023]
Abstract
The last several years have witnessed an explosion in the understanding and use of novel, versatile trans-acting elements. TALEs, CRISPR/Cas, and sRNAs can be easily fashioned to bind any specific sequence of DNA (TALEs, CRISPR/Cas) or RNA (sRNAs) because of the simple rules governing their interactions with nucleic acids. This unique property enables these tools to repress the expression of genes at the transcriptional or post-transcriptional levels, respectively, without prior manipulation of cis-acting and/or chromosomal target DNA sequences. These tools are now being harnessed by synthetic biologists, particularly those in the eukaryotic community, for genome-wide regulation, editing, or epigenetic studies. Here we discuss the exciting opportunities for using TALEs, CRISPR/Cas, and sRNAs as synthetic trans-acting regulators in prokaryotes.
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Affiliation(s)
- Matthew F Copeland
- University of Wisconsin-Madison, Department of Chemical and Biological Engineering, 3629 Engineering Hall, 1415 Engineering Drive, Madison, WI 53706, USA
| | - Mark C Politz
- University of Wisconsin-Madison, Department of Chemical and Biological Engineering, 3629 Engineering Hall, 1415 Engineering Drive, Madison, WI 53706, USA
| | - Brian F Pfleger
- University of Wisconsin-Madison, Department of Chemical and Biological Engineering, 3629 Engineering Hall, 1415 Engineering Drive, Madison, WI 53706, USA.
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15
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Baharoglu Z, Mazel D. SOS, the formidable strategy of bacteria against aggressions. FEMS Microbiol Rev 2014; 38:1126-45. [PMID: 24923554 DOI: 10.1111/1574-6976.12077] [Citation(s) in RCA: 272] [Impact Index Per Article: 24.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2013] [Revised: 05/01/2014] [Accepted: 05/07/2014] [Indexed: 12/22/2022] Open
Abstract
The presence of an abnormal amount of single-stranded DNA in the bacterial cell constitutes a genotoxic alarm signal that induces the SOS response, a broad regulatory network found in most bacterial species to address DNA damage. The aim of this review was to point out that beyond being a repair process, SOS induction leads to a very strong but transient response to genotoxic stress, during which bacteria can rearrange and mutate their genome, induce several phenotypic changes through differential regulation of genes, and sometimes acquire characteristics that potentiate bacterial survival and adaptation to changing environments. We review here the causes and consequences of SOS induction, but also how this response can be modulated under various circumstances and how it is connected to the network of other important stress responses. In the first section, we review articles describing the induction of the SOS response at the molecular level. The second section discusses consequences of this induction in terms of DNA repair, changes in the genome and gene expression, and sharing of genomic information, with their effects on the bacteria's life and evolution. The third section is about the fine tuning of this response to fit with the bacteria's 'needs'. Finally, we discuss recent findings linking the SOS response to other stress responses. Under these perspectives, SOS can be perceived as a powerful bacterial strategy against aggressions.
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Affiliation(s)
- Zeynep Baharoglu
- Institut Pasteur, Département Génomes et Génétique, Unité Plasticité du Génome Bactérien, Paris, France; CNRS, UMR3525, Paris, France
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Sakai Y, Abe K, Nakashima S, Yoshida W, Ferri S, Sode K, Ikebukuro K. Improving the gene-regulation ability of small RNAs by scaffold engineering in Escherichia coli. ACS Synth Biol 2014; 3:152-62. [PMID: 24328142 DOI: 10.1021/sb4000959] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
Noncoding small RNAs are involved in transcriptional and post-transcriptional gene regulation of target mRNAs by modulating mRNA elongation, stability, or translational efficiency. Many natural trans-encoded small RNAs contain a scaffold that allows binding of the RNA chaperone protein Hfq for conditional gene regulation. Here, we improved the gene regulation abilities of small RNAs by directly fusing the natural Escherichia coli trans-encoded small RNA-derived scaffolds, including Hfq-binding and rho-independent transcription terminator sequences, to the 3' end of the small RNAs that mediate RNA-based gene regulation. As target small RNAs to improve their gene regulation abilities, we selected small RNAs of artificial post-transcriptional riboregulators and transcriptional attenuators. Four different small RNA scaffolds were fused to the riboregulator and attenuator-derived small RNAs. Mutations were introduced into the best small RNA scaffold to improve its gene-regulation ability further. As a result, mutations predicted to stabilize the secondary structures of the small RNA scaffolds dramatically increased its ability to regulate gene expression of both the post-transcriptional riboregulator and transcriptional attenuator systems. We believe our engineered small RNA scaffolds are applicable to other RNA regulators for improving regulatory activity, and engineered small RNA scaffolds may present a valuable strategy to regulate target gene expression strongly.
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Affiliation(s)
- Yuta Sakai
- Department
of Biotechnology and Life Science, Graduate School of Engineering, Tokyo University of Agriculture and Technology, 2-24-16 Naka-cho, Koganei, Tokyo 184-8588, Japan
- Japan Science and Technology Agency, CREST, 2-24-16 Naka-cho, Koganei, Tokyo 184-8588, Japan
| | - Koichi Abe
- Department
of Biotechnology and Life Science, Graduate School of Engineering, Tokyo University of Agriculture and Technology, 2-24-16 Naka-cho, Koganei, Tokyo 184-8588, Japan
- Japan Science and Technology Agency, CREST, 2-24-16 Naka-cho, Koganei, Tokyo 184-8588, Japan
| | - Saki Nakashima
- Department
of Biotechnology and Life Science, Graduate School of Engineering, Tokyo University of Agriculture and Technology, 2-24-16 Naka-cho, Koganei, Tokyo 184-8588, Japan
- Japan Science and Technology Agency, CREST, 2-24-16 Naka-cho, Koganei, Tokyo 184-8588, Japan
| | - Wataru Yoshida
- Department
of Biotechnology and Life Science, Graduate School of Engineering, Tokyo University of Agriculture and Technology, 2-24-16 Naka-cho, Koganei, Tokyo 184-8588, Japan
- Japan Science and Technology Agency, CREST, 2-24-16 Naka-cho, Koganei, Tokyo 184-8588, Japan
| | - Stefano Ferri
- Department
of Biotechnology and Life Science, Graduate School of Engineering, Tokyo University of Agriculture and Technology, 2-24-16 Naka-cho, Koganei, Tokyo 184-8588, Japan
- Japan Science and Technology Agency, CREST, 2-24-16 Naka-cho, Koganei, Tokyo 184-8588, Japan
| | - Koji Sode
- Department
of Biotechnology and Life Science, Graduate School of Engineering, Tokyo University of Agriculture and Technology, 2-24-16 Naka-cho, Koganei, Tokyo 184-8588, Japan
- Japan Science and Technology Agency, CREST, 2-24-16 Naka-cho, Koganei, Tokyo 184-8588, Japan
| | - Kazunori Ikebukuro
- Department
of Biotechnology and Life Science, Graduate School of Engineering, Tokyo University of Agriculture and Technology, 2-24-16 Naka-cho, Koganei, Tokyo 184-8588, Japan
- Japan Science and Technology Agency, CREST, 2-24-16 Naka-cho, Koganei, Tokyo 184-8588, Japan
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17
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Vazquez-Anderson J, Contreras LM. Regulatory RNAs: charming gene management styles for synthetic biology applications. RNA Biol 2013; 10:1778-97. [PMID: 24356572 DOI: 10.4161/rna.27102] [Citation(s) in RCA: 43] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Abstract
RNAs have many important functional properties, including that they are independently controllable and highly tunable. As a result of these advantageous properties, their use in a myriad of sophisticated devices has been widely explored. Yet, the exploitation of RNAs for synthetic applications is highly dependent on the ability to characterize the many new molecules that continue to be discovered by large-scale sequencing and high-throughput screening techniques. In this review, we present an exhaustive survey of the most recent synthetic bacterial riboswitches and small RNAs while emphasizing their virtues in gene expression management. We also explore the use of these RNA components as building blocks in the RNA synthetic biology toolbox and discuss examples of synthetic RNA components used to rewire bacterial regulatory circuitry. We anticipate that this field will expand its catalog of smart devices by mimicking and manipulating natural RNA mechanisms and functions.
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Affiliation(s)
- Jorge Vazquez-Anderson
- McKetta Department of Chemical Engineering; University of Texas at Austin; Austin, TX USA
| | - Lydia M Contreras
- McKetta Department of Chemical Engineering; University of Texas at Austin; Austin, TX USA
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