1
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Wu X, Wan X, Yu H, Liu H. Recent advances in CRISPR-Cas system for Saccharomyces cerevisiae engineering. Biotechnol Adv 2025; 81:108557. [PMID: 40081781 DOI: 10.1016/j.biotechadv.2025.108557] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2024] [Revised: 02/24/2025] [Accepted: 03/06/2025] [Indexed: 03/16/2025]
Abstract
Yeast Saccharomyces cerevisiae (S. cerevisiae) is a crucial industrial platform for producing a wide range of chemicals, fuels, pharmaceuticals, and nutraceutical ingredients. It is also commonly used as a model organism for fundamental research. In recent years, the CRISPR-Cas (clustered regularly interspaced short palindromic repeats-CRISPR-associated proteins) system has become the preferred technology for genetic manipulation in S. cerevisiae owing to its high efficiency, precision, and user-friendliness. This system, along with its extensive toolbox, has significantly accelerated the construction of pathways, enzyme optimization, and metabolic engineering in S. cerevisiae. Furthermore, it has allowed researchers to accelerate phenotypic evolution and gain deeper insights into fundamental biological questions, such as genotype-phenotype relationships. In this review, we summarize the latest advancements in the CRISPR-Cas toolbox for S. cerevisiae and highlight its applications in yeast cell factory construction and optimization, enzyme and phenotypic evolution, genome-scale functional interrogation, gene drives, and the advancement of biotechnologies. Finally, we discuss the challenges and potential for further optimization and applications of the CRISPR-Cas system in S. cerevisiae.
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Affiliation(s)
- Xinxin Wu
- Frontiers Science Center of Synthetic Biology and Key Laboratory of Systems Bioengineering (Ministry of Education), School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, China
| | - Xiaowen Wan
- State Key Laboratory of Biotherapy and Cancer Centre/Collaborative Innovation Centre for Biotherapy, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Hongbin Yu
- Department of Hematology, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Huayi Liu
- Frontiers Science Center of Synthetic Biology and Key Laboratory of Systems Bioengineering (Ministry of Education), School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, China; State Key Laboratory of Biotherapy and Cancer Centre/Collaborative Innovation Centre for Biotherapy, West China Hospital, Sichuan University, Chengdu 610041, China; Department of Hematology, West China Hospital, Sichuan University, Chengdu 610041, China.
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2
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Zumkeller C, Schindler D, Felder J, Waldminghaus T. Modular Assembly of Synthetic Secondary Chromosomes. Methods Mol Biol 2024; 2819:157-187. [PMID: 39028507 DOI: 10.1007/978-1-0716-3930-6_9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/20/2024]
Abstract
The development of novel DNA assembly methods in recent years has paved the way for the construction of synthetic replicons to be used for basic research and biotechnological applications. A learning-by-building approach can now answer questions about how chromosomes must be constructed to maintain genetic information. Here we describe an efficient pipeline for the design and assembly of synthetic, secondary chromosomes in Escherichia coli based on the popular modular cloning (MoClo) system.
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Affiliation(s)
- Celine Zumkeller
- Fraunhofer Institute for Molecular Biology and Applied Ecology (IME), Branch for Bioresources, Giessen, Germany
| | - Daniel Schindler
- Max Planck Institute for Terrestrial Microbiology, Marburg, Germany
- Center for Synthetic Microbiology (SYNMIKRO), Marburg, Germany
| | - Jennifer Felder
- Technische Universität Darmstadt, Faculty of Biology, Darmstadt, Germany
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3
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Kouprina N, Larionov V. Transformation-associated recombination (TAR) cloning and its applications for gene function; genome architecture and evolution; biotechnology and biomedicine. Oncotarget 2023; 14:1009-1033. [PMID: 38147065 PMCID: PMC10750837 DOI: 10.18632/oncotarget.28546] [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: 11/16/2023] [Accepted: 11/27/2023] [Indexed: 12/27/2023] Open
Abstract
Transformation-associated recombination (TAR) cloning represents a unique tool to selectively and efficiently recover a given chromosomal segment up to several hundred kb in length from complex genomes (such as animals and plants) and simple genomes (such as bacteria and viruses). The technique exploits a high level of homologous recombination in the yeast Sacharomyces cerevisiae. In this review, we summarize multiple applications of the pioneering TAR cloning technique, developed previously for complex genomes, for functional, evolutionary, and structural studies, and extended the modified TAR versions to isolate biosynthetic gene clusters (BGCs) from microbes, which are the major source of pharmacological agents and industrial compounds, and to engineer synthetic viruses with novel properties to design a new generation of vaccines. TAR cloning was adapted as a reliable method for the assembly of synthetic microbe genomes for fundamental research. In this review, we also discuss how the TAR cloning in combination with HAC (human artificial chromosome)- and CRISPR-based technologies may contribute to the future.
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Affiliation(s)
- Natalay Kouprina
- Developmental Therapeutics Branch, National Cancer Institute, Bethesda, MD 20892, USA
| | - Vladimir Larionov
- Developmental Therapeutics Branch, National Cancer Institute, Bethesda, MD 20892, USA
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4
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Hamilton T, Joris BR, Shrestha A, Browne TS, Rodrigue S, Karas BJ, Gloor GB, Edgell DR. De Novo Synthesis of a Conjugative System from Human Gut Metagenomic Data for Targeted Delivery of Cas9 Antimicrobials. ACS Synth Biol 2023; 12:3578-3590. [PMID: 38049144 PMCID: PMC10729033 DOI: 10.1021/acssynbio.3c00319] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2023] [Revised: 11/03/2023] [Accepted: 11/08/2023] [Indexed: 12/06/2023]
Abstract
Metagenomic sequences represent an untapped source of genetic novelty, particularly for conjugative systems that could be used for plasmid-based delivery of Cas9-derived antimicrobial agents. However, unlocking the functional potential of conjugative systems purely from metagenomic sequences requires the identification of suitable candidate systems as starting scaffolds for de novo DNA synthesis. Here, we developed a bioinformatics approach that searches through the metagenomic "trash bin" for genes associated with conjugative systems present on contigs that are typically excluded from common metagenomic analysis pipelines. Using a human metagenomic gut data set representing 2805 taxonomically distinct units, we identified 1598 contigs containing conjugation genes with a differential distribution in human cohorts. We synthesized de novo an entire Citrobacter spp. conjugative system of 54 kb containing at least 47 genes and assembled it into a plasmid, pCitro. We found that pCitro conjugates from Escherichia coli to Citrobacter rodentium with a 30-fold higher frequency than to E. coli, and is compatible with Citrobacter resident plasmids. Mutations in the traV and traY conjugation components of pCitro inhibited conjugation. We showed that pCitro can be repurposed as an antimicrobial delivery agent by programming it with the TevCas9 nuclease and Citrobacter-specific sgRNAs to kill C. rodentium. Our study reveals a trove of uncharacterized conjugative systems in metagenomic data and describes an experimental framework to animate these large genetic systems as novel target-adapted delivery vectors for Cas9-based editing of bacterial genomes.
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Affiliation(s)
- Thomas
A. Hamilton
- Department
of Biochemistry, Schulich School of Medicine & Dentistry, Western University, London N6A 5C1, ON, Canada
| | - Benjamin R. Joris
- Department
of Biochemistry, Schulich School of Medicine & Dentistry, Western University, London N6A 5C1, ON, Canada
| | - Arina Shrestha
- Department
of Biochemistry, Schulich School of Medicine & Dentistry, Western University, London N6A 5C1, ON, Canada
| | - Tyler S. Browne
- Department
of Biochemistry, Schulich School of Medicine & Dentistry, Western University, London N6A 5C1, ON, Canada
| | - Sébastien Rodrigue
- Départment
de Biologie, Université de Sherbrooke, Sherbrooke J1K 2R1, QC, Canada
| | - Bogumil J. Karas
- Department
of Biochemistry, Schulich School of Medicine & Dentistry, Western University, London N6A 5C1, ON, Canada
| | - Gregory B. Gloor
- Department
of Biochemistry, Schulich School of Medicine & Dentistry, Western University, London N6A 5C1, ON, Canada
| | - David R. Edgell
- Department
of Biochemistry, Schulich School of Medicine & Dentistry, Western University, London N6A 5C1, ON, Canada
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5
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Guesdon G, Gourgues G, Rideau F, Ipoutcha T, Manso-Silván L, Jules M, Sirand-Pugnet P, Blanchard A, Lartigue C. Combining Fusion of Cells with CRISPR-Cas9 Editing for the Cloning of Large DNA Fragments or Complete Bacterial Genomes in Yeast. ACS Synth Biol 2023; 12:3252-3266. [PMID: 37843014 PMCID: PMC10662353 DOI: 10.1021/acssynbio.3c00248] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2023] [Indexed: 10/17/2023]
Abstract
The genetic engineering of genome fragments larger than 100 kbp is challenging and requires both specific methods and cloning hosts. The yeast Saccharomyces cerevisiae is considered as a host of choice for cloning and engineering whole or partial genomes from viruses, bacteria, and algae. Several methods are now available to perform these manipulations, each with its own limitations. In order to extend the range of yeast cloning strategies, a new approach combining two already described methods, Fusion cloning and CReasPy-Cloning, was developed. The CReasPy-Fusion method allows the simultaneous cloning and engineering of megabase-sized genomes in yeast by the fusion of bacterial cells with yeast spheroplasts carrying the CRISPR-Cas9 system. With this new approach, we demonstrate the feasibility of cloning and editing whole genomes from several Mycoplasma species belonging to different phylogenetic groups. We also show that CReasPy-Fusion allows the capture of large genome fragments with high efficacy, resulting in the successful cloning of selected loci in yeast. We finally identify bacterial nuclease encoding genes as barriers for CReasPy-Fusion by showing that their removal from the donor genome improves the cloning efficacy.
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Affiliation(s)
- Gabrielle Guesdon
- Univ.
Bordeaux, INRAE, Biologie du Fruit et Pathologie, UMR 1332, F-33140 Villenave
d’Ornon, France
| | - Géraldine Gourgues
- Univ.
Bordeaux, INRAE, Biologie du Fruit et Pathologie, UMR 1332, F-33140 Villenave
d’Ornon, France
| | - Fabien Rideau
- Univ.
Bordeaux, INRAE, Biologie du Fruit et Pathologie, UMR 1332, F-33140 Villenave
d’Ornon, France
| | - Thomas Ipoutcha
- Univ.
Bordeaux, INRAE, Biologie du Fruit et Pathologie, UMR 1332, F-33140 Villenave
d’Ornon, France
| | - Lucía Manso-Silván
- CIRAD,
UMR ASTRE, F-34398 Montpellier, France
- ASTRE,
Univ. Montpellier, CIRAD, INRAE, F-34398 Montpellier, France
| | - Matthieu Jules
- Université
Paris-Saclay, INRAE, AgroParisTech, Micalis Institute, F-78350 Jouy-en-Josas, France
| | - Pascal Sirand-Pugnet
- Univ.
Bordeaux, INRAE, Biologie du Fruit et Pathologie, UMR 1332, F-33140 Villenave
d’Ornon, France
| | - Alain Blanchard
- Univ.
Bordeaux, INRAE, Biologie du Fruit et Pathologie, UMR 1332, F-33140 Villenave
d’Ornon, France
| | - Carole Lartigue
- Univ.
Bordeaux, INRAE, Biologie du Fruit et Pathologie, UMR 1332, F-33140 Villenave
d’Ornon, France
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6
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Wu G, Zhou J, Zheng J, Abdalmegeed D, Tian J, Wang M, Sun S, Sedjoah RCAA, Shao Y, Sun S, Xin Z. Construction of lipopeptide mono-producing Bacillus strains and comparison of their antimicrobial activity. FOOD BIOSCI 2023; 53:102813. [DOI: 10.1016/j.fbio.2023.102813] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/15/2024]
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7
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Zhu MC, Cui YZ, Wang JY, Xu H, Li BZ, Yuan YJ. Cross-species microbial genome transfer: a Review. Front Bioeng Biotechnol 2023; 11:1183354. [PMID: 37214278 PMCID: PMC10194841 DOI: 10.3389/fbioe.2023.1183354] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2023] [Accepted: 04/24/2023] [Indexed: 05/24/2023] Open
Abstract
Synthetic biology combines the disciplines of biology, chemistry, information science, and engineering, and has multiple applications in biomedicine, bioenergy, environmental studies, and other fields. Synthetic genomics is an important area of synthetic biology, and mainly includes genome design, synthesis, assembly, and transfer. Genome transfer technology has played an enormous role in the development of synthetic genomics, allowing the transfer of natural or synthetic genomes into cellular environments where the genome can be easily modified. A more comprehensive understanding of genome transfer technology can help to extend its applications to other microorganisms. Here, we summarize the three host platforms for microbial genome transfer, review the recent advances that have been made in genome transfer technology, and discuss the obstacles and prospects for the development of genome transfer.
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8
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Koster CC, Postma ED, Knibbe E, Cleij C, Daran-Lapujade P. Synthetic Genomics From a Yeast Perspective. Front Bioeng Biotechnol 2022; 10:869486. [PMID: 35387293 PMCID: PMC8979029 DOI: 10.3389/fbioe.2022.869486] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2022] [Accepted: 02/28/2022] [Indexed: 11/21/2022] Open
Abstract
Synthetic Genomics focuses on the construction of rationally designed chromosomes and genomes and offers novel approaches to study biology and to construct synthetic cell factories. Currently, progress in Synthetic Genomics is hindered by the inability to synthesize DNA molecules longer than a few hundred base pairs, while the size of the smallest genome of a self-replicating cell is several hundred thousand base pairs. Methods to assemble small fragments of DNA into large molecules are therefore required. Remarkably powerful at assembling DNA molecules, the unicellular eukaryote Saccharomyces cerevisiae has been pivotal in the establishment of Synthetic Genomics. Instrumental in the assembly of entire genomes of various organisms in the past decade, the S. cerevisiae genome foundry has a key role to play in future Synthetic Genomics developments.
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Affiliation(s)
- Charlotte C Koster
- Department of Biotechnology, Delft University of Technology, Delft, Netherlands
| | - Eline D Postma
- Department of Biotechnology, Delft University of Technology, Delft, Netherlands
| | - Ewout Knibbe
- Department of Biotechnology, Delft University of Technology, Delft, Netherlands
| | - Céline Cleij
- Department of Biotechnology, Delft University of Technology, Delft, Netherlands.,Department of Bionanoscience, Delft University of Technology, Delft, Netherlands
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9
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Synthetic Biology Advanced Natural Product Discovery. Metabolites 2021; 11:metabo11110785. [PMID: 34822443 PMCID: PMC8617713 DOI: 10.3390/metabo11110785] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2021] [Revised: 11/10/2021] [Accepted: 11/12/2021] [Indexed: 01/16/2023] Open
Abstract
A wide variety of bacteria, fungi and plants can produce bioactive secondary metabolites, which are often referred to as natural products. With the rapid development of DNA sequencing technology and bioinformatics, a large number of putative biosynthetic gene clusters have been reported. However, only a limited number of natural products have been discovered, as most biosynthetic gene clusters are not expressed or are expressed at extremely low levels under conventional laboratory conditions. With the rapid development of synthetic biology, advanced genome mining and engineering strategies have been reported and they provide new opportunities for discovery of natural products. This review discusses advances in recent years that can accelerate the design, build, test, and learn (DBTL) cycle of natural product discovery, and prospects trends and key challenges for future research directions.
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10
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Schindler D. Genetic Engineering and Synthetic Genomics in Yeast to Understand Life and Boost Biotechnology. Bioengineering (Basel) 2020; 7:E137. [PMID: 33138080 PMCID: PMC7711850 DOI: 10.3390/bioengineering7040137] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2020] [Revised: 10/26/2020] [Accepted: 10/28/2020] [Indexed: 02/07/2023] Open
Abstract
The field of genetic engineering was born in 1973 with the "construction of biologically functional bacterial plasmids in vitro". Since then, a vast number of technologies have been developed allowing large-scale reading and writing of DNA, as well as tools for complex modifications and alterations of the genetic code. Natural genomes can be seen as software version 1.0; synthetic genomics aims to rewrite this software with "build to understand" and "build to apply" philosophies. One of the predominant model organisms is the baker's yeast Saccharomyces cerevisiae. Its importance ranges from ancient biotechnologies such as baking and brewing, to high-end valuable compound synthesis on industrial scales. This tiny sugar fungus contributed greatly to enabling humankind to reach its current development status. This review discusses recent developments in the field of genetic engineering for budding yeast S. cerevisiae, and its application in biotechnology. The article highlights advances from Sc1.0 to the developments in synthetic genomics paving the way towards Sc2.0. With the synthetic genome of Sc2.0 nearing completion, the article also aims to propose perspectives for potential Sc3.0 and subsequent versions as well as its implications for basic and applied research.
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Affiliation(s)
- Daniel Schindler
- Manchester Institute of Biotechnology, The University of Manchester, 131 Princess Street, Manchester M1 7DN, UK
- Max Planck Institute for Terrestrial Microbiology, Karl-von-Frisch-Straße 10, 35043 Marburg, Germany; ; Tel.: +49-6421-178533
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11
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Cochrane RR, Brumwell SL, Shrestha A, Giguere DJ, Hamadache S, Gloor GB, Edgell DR, Karas BJ. Cloning of Thalassiosira pseudonana's Mitochondrial Genome in Saccharomyces cerevisiae and Escherichia coli. BIOLOGY 2020; 9:E358. [PMID: 33114477 PMCID: PMC7693118 DOI: 10.3390/biology9110358] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/26/2020] [Revised: 10/20/2020] [Accepted: 10/22/2020] [Indexed: 01/30/2023]
Abstract
Algae are attractive organisms for biotechnology applications such as the production of biofuels, medicines, and other high-value compounds due to their genetic diversity, varied physical characteristics, and metabolic processes. As new species are being domesticated, rapid nuclear and organelle genome engineering methods need to be developed or optimized. To that end, we have previously demonstrated that the mitochondrial genome of microalgae Phaeodactylum tricornutum can be cloned and engineered in Saccharomyces cerevisiae and Escherichia coli. Here, we show that the same approach can be used to clone mitochondrial genomes of another microalga, Thalassiosira pseudonana. We have demonstrated that these genomes can be cloned in S. cerevisiae as easily as those of P. tricornutum, but they are less stable when propagated in E. coli. Specifically, after approximately 60 generations of propagation in E. coli, 17% of cloned T. pseudonana mitochondrial genomes contained deletions compared to 0% of previously cloned P. tricornutum mitochondrial genomes. This genome instability is potentially due to the lower G+C DNA content of T. pseudonana (30%) compared to P. tricornutum (35%). Consequently, the previously established method can be applied to clone T. pseudonana's mitochondrial genome, however, more frequent analyses of genome integrity will be required following propagation in E. coli prior to use in downstream applications.
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Affiliation(s)
| | | | | | | | | | | | | | - Bogumil J. Karas
- Department of Biochemistry, Schulich School of Medicine and Dentistry, The University of Western Ontario, London, ON N6A 5C1, Canada; (R.R.C.); (S.L.B.); (A.S.); (D.J.G.); (S.H.); (G.B.G.); (D.R.E.)
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12
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13
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George J, Kahlke T, Abbriano RM, Kuzhiumparambil U, Ralph PJ, Fabris M. Metabolic Engineering Strategies in Diatoms Reveal Unique Phenotypes and Genetic Configurations With Implications for Algal Genetics and Synthetic Biology. Front Bioeng Biotechnol 2020; 8:513. [PMID: 32582656 PMCID: PMC7290003 DOI: 10.3389/fbioe.2020.00513] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2019] [Accepted: 04/30/2020] [Indexed: 12/23/2022] Open
Abstract
Diatoms are photosynthetic microeukaryotes that dominate phytoplankton populations and have increasing applicability in biotechnology. Uncovering their complex biology and elevating strains to commercial standards depends heavily on robust genetic engineering tools. However, engineering microalgal genomes predominantly relies on random integration of transgenes into nuclear DNA, often resulting in detrimental “position-effects” such as transgene silencing, integration into transcriptionally-inactive regions, and endogenous sequence disruption. With the recent development of extrachromosomal transgene expression via independent episomes, it is timely to investigate both strategies at the phenotypic and genomic level. Here, we engineered the model diatom Phaeodactylum tricornutum to produce the high-value heterologous monoterpenoid geraniol, which, besides applications as fragrance and insect repellent, is a key intermediate of high-value pharmaceuticals. Using high-throughput phenotyping we confirmed the suitability of episomes for synthetic biology applications and identified superior geraniol-yielding strains following random integration. We used third generation long-read sequencing technology to generate a complete analysis of all transgene integration events including their genomic locations and arrangements associated with high-performing strains at a genome-wide scale with subchromosomal detail, never before reported in any microalga. This revealed very large, highly concatenated insertion islands, offering profound implications on diatom functional genetics and next generation genome editing technologies, and is key for developing more precise genome engineering approaches in diatoms, including possible genomic safe harbour locations to support high transgene expression for targeted integration approaches. Furthermore, we have demonstrated that exogenous DNA is not integrated inadvertently into the nuclear genome of extrachromosomal-expression clones, an important characterisation of this novel engineering approach that paves the road to synthetic biology applications.
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Affiliation(s)
- Jestin George
- University of Technology Sydney, Climate Change Cluster, Faculty of Science, Ultimo, NSW, Australia
| | - Tim Kahlke
- University of Technology Sydney, Climate Change Cluster, Faculty of Science, Ultimo, NSW, Australia
| | - Raffaela M Abbriano
- University of Technology Sydney, Climate Change Cluster, Faculty of Science, Ultimo, NSW, Australia
| | | | - Peter J Ralph
- University of Technology Sydney, Climate Change Cluster, Faculty of Science, Ultimo, NSW, Australia
| | - Michele Fabris
- University of Technology Sydney, Climate Change Cluster, Faculty of Science, Ultimo, NSW, Australia.,CSIRO Synthetic Biology Future Science Platform, Brisbane, QLD, Australia
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14
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Ruiz E, Talenton V, Dubrana MP, Guesdon G, Lluch-Senar M, Salin F, Sirand-Pugnet P, Arfi Y, Lartigue C. CReasPy-Cloning: A Method for Simultaneous Cloning and Engineering of Megabase-Sized Genomes in Yeast Using the CRISPR-Cas9 System. ACS Synth Biol 2019; 8:2547-2557. [PMID: 31663334 DOI: 10.1021/acssynbio.9b00224] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Over the past decade, a new strategy was developed to bypass the difficulties to genetically engineer some microbial species by transferring (or "cloning") their genome into another organism that is amenable to efficient genetic modifications and therefore acts as a living workbench. As such, the yeast Saccharomyces cerevisiae has been used to clone and engineer genomes from viruses, bacteria, and algae. The cloning step requires the insertion of yeast genetic elements in the genome of interest, in order to drive its replication and maintenance as an artificial chromosome in the host cell. Current methods used to introduce these genetic elements are still unsatisfactory, due either to their random nature (transposon) or the requirement for unique restriction sites at specific positions (TAR cloning). Here we describe the CReasPy-cloning, a new method that combines both the ability of Cas9 to cleave DNA at a user-specified locus and the yeast's highly efficient homologous recombination to simultaneously clone and engineer a bacterial chromosome in yeast. Using the 0.816 Mbp genome of Mycoplasma pneumoniae as a proof of concept, we demonstrate that our method can be used to introduce the yeast genetic element at any location in the bacterial chromosome while simultaneously deleting various genes or group of genes. We also show that CReasPy-cloning can be used to edit up to three independent genomic loci at the same time with an efficiency high enough to warrant the screening of a small (<50) number of clones, allowing for significantly shortened genome engineering cycle times.
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Affiliation(s)
- Estelle Ruiz
- INRA , UMR 1332 de Biologie du Fruit et Pathologie , F-33140 Villenave d'Ornon , France
- Univ. Bordeaux , UMR 1332 de Biologie du Fruit et Pathologie , F-33140 Villenave d'Ornon , France
| | - Vincent Talenton
- INRA , UMR 1332 de Biologie du Fruit et Pathologie , F-33140 Villenave d'Ornon , France
- Univ. Bordeaux , UMR 1332 de Biologie du Fruit et Pathologie , F-33140 Villenave d'Ornon , France
| | - Marie-Pierre Dubrana
- INRA , UMR 1332 de Biologie du Fruit et Pathologie , F-33140 Villenave d'Ornon , France
- Univ. Bordeaux , UMR 1332 de Biologie du Fruit et Pathologie , F-33140 Villenave d'Ornon , France
| | - Gabrielle Guesdon
- INRA , UMR 1332 de Biologie du Fruit et Pathologie , F-33140 Villenave d'Ornon , France
- Univ. Bordeaux , UMR 1332 de Biologie du Fruit et Pathologie , F-33140 Villenave d'Ornon , France
| | - Maria Lluch-Senar
- EMBL/CRG Systems Biology Research Unit, Centre for Genomic Regulation (CRG) , The Barcelona Institute of Science and Technology , Dr Aiguader 88 , Barcelona 08003 , Spain
- Universitat Pompeu Fabra (UPF) , 08003 Barcelona , Spain
| | - Franck Salin
- BIOGECO, INRA , Univ. Bordeaux , 33610 Cestas , France
| | - Pascal Sirand-Pugnet
- INRA , UMR 1332 de Biologie du Fruit et Pathologie , F-33140 Villenave d'Ornon , France
- Univ. Bordeaux , UMR 1332 de Biologie du Fruit et Pathologie , F-33140 Villenave d'Ornon , France
| | - Yonathan Arfi
- INRA , UMR 1332 de Biologie du Fruit et Pathologie , F-33140 Villenave d'Ornon , France
- Univ. Bordeaux , UMR 1332 de Biologie du Fruit et Pathologie , F-33140 Villenave d'Ornon , France
| | - Carole Lartigue
- INRA , UMR 1332 de Biologie du Fruit et Pathologie , F-33140 Villenave d'Ornon , France
- Univ. Bordeaux , UMR 1332 de Biologie du Fruit et Pathologie , F-33140 Villenave d'Ornon , France
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15
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Ostrov N, Beal J, Ellis T, Gordon DB, Karas BJ, Lee HH, Lenaghan SC, Schloss JA, Stracquadanio G, Trefzer A, Bader JS, Church GM, Coelho CM, Efcavitch JW, Güell M, Mitchell LA, Nielsen AAK, Peck B, Smith AC, Stewart CN, Tekotte H. Technological challenges and milestones for writing genomes. Science 2019; 366:310-312. [DOI: 10.1126/science.aay0339] [Citation(s) in RCA: 34] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Affiliation(s)
- Nili Ostrov
- Author affiliations are listed in the supplementary materials
| | - Jacob Beal
- Author affiliations are listed in the supplementary materials
| | - Tom Ellis
- Author affiliations are listed in the supplementary materials
| | | | | | - Henry H. Lee
- Author affiliations are listed in the supplementary materials
| | | | | | | | - Axel Trefzer
- Author affiliations are listed in the supplementary materials
| | - Joel S. Bader
- Author affiliations are listed in the supplementary materials
| | | | | | | | - Marc Güell
- Author affiliations are listed in the supplementary materials
| | | | | | - Bill Peck
- Author affiliations are listed in the supplementary materials
| | | | - C. Neal Stewart
- Author affiliations are listed in the supplementary materials
| | - Hille Tekotte
- Author affiliations are listed in the supplementary materials
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16
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Brumwell SL, MacLeod MR, Huang T, Cochrane RR, Meaney RS, Zamani M, Matysiakiewicz O, Dan KN, Janakirama P, Edgell DR, Charles TC, Finan TM, Karas BJ. Designer Sinorhizobium meliloti strains and multi-functional vectors enable direct inter-kingdom DNA transfer. PLoS One 2019; 14:e0206781. [PMID: 31206509 PMCID: PMC6576745 DOI: 10.1371/journal.pone.0206781] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2018] [Accepted: 05/31/2019] [Indexed: 12/18/2022] Open
Abstract
Storage, manipulation and delivery of DNA fragments is crucial for synthetic biology applications, subsequently allowing organisms of interest to be engineered with genes or pathways to produce desirable phenotypes such as disease or drought resistance in plants, or for synthesis of a specific chemical product. However, DNA with high G+C content can be unstable in many host organisms including Saccharomyces cerevisiae. Here, we report the development of Sinorhizobium meliloti, a nitrogen-fixing plant symbioticα-Proteobacterium, as a novel host that can store DNA, and mobilize DNA to E. coli, S. cerevisiae, and the eukaryotic microalgae Phaeodactylum tricornutum. To achieve this, we deleted the hsdR restriction-system in multiple reduced genome strains of S. meliloti that enable DNA transformation with up to 1.4 x 105 and 2.1 x 103 CFU μg-1 of DNA efficiency using electroporation and a newly developed polyethylene glycol transformation method, respectively. Multi-host and multi-functional shuttle vectors (MHS) were constructed and stably propagated in S. meliloti, E. coli, S. cerevisiae, and P. tricornutum. We also developed protocols and demonstrated direct transfer of these MHS vectors via conjugation from S. meliloti to E. coli, S. cerevisiae, and P. tricornutum. The development of S. meliloti as a new host for inter-kingdom DNA transfer will be invaluable for synthetic biology research and applications, including the installation and study of genes and biosynthetic pathways into organisms of interest in industry and agriculture.
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Affiliation(s)
- Stephanie L Brumwell
- Department of Biochemistry, Schulich School of Medicine and Dentistry, Western University, London, ON, Canada
| | | | - Tony Huang
- Department of Biochemistry, Schulich School of Medicine and Dentistry, Western University, London, ON, Canada
| | - Ryan R Cochrane
- Department of Biochemistry, Schulich School of Medicine and Dentistry, Western University, London, ON, Canada
| | | | - Maryam Zamani
- Department of Biology, McMaster University, Hamilton, ON, Canada
| | | | - Kaitlyn N Dan
- Department of Biochemistry, Schulich School of Medicine and Dentistry, Western University, London, ON, Canada
| | | | - David R Edgell
- Department of Biochemistry, Schulich School of Medicine and Dentistry, Western University, London, ON, Canada
| | - Trevor C Charles
- Department of Biology, University of Waterloo, Waterloo, ON, Canada
| | - Turlough M Finan
- Department of Biology, McMaster University, Hamilton, ON, Canada
| | - Bogumil J Karas
- Department of Biochemistry, Schulich School of Medicine and Dentistry, Western University, London, ON, Canada.,Designer Microbes Inc., London, ON, Canada
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17
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Karas BJ, Moreau NG, Deerinck TJ, Gibson DG, Venter JC, Smith HO, Glass JI. Direct Transfer of a Mycoplasma mycoides Genome to Yeast Is Enhanced by Removal of the Mycoides Glycerol Uptake Factor Gene glpF. ACS Synth Biol 2019; 8:239-244. [PMID: 30645947 DOI: 10.1021/acssynbio.8b00449] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
We previously discovered that intact bacterial chromosomes can be directly transferred to a yeast host cell where they can propagate as centromeric plasmids by fusing bacterial cells with S accharomyces cerevisiae spheroplasts. Inside the host any desired number of genetic changes can be introduced into the yeast centromeric plasmid to produce designer genomes that can be brought to life using a genome transplantation protocol. Earlier research demonstrated that the removal of restriction-systems from donor bacteria, such as Mycoplasma mycoides, Mycoplasma capricolum, or Haemophilus influenzae increased successful genome transfers. These findings suggested that other genetic factors might also impact the bacteria-to-yeast genome transfer process. In this study, we demonstrated that the removal of a particular genetic factor, the glycerol uptake facilitator protein gene glpF from M. mycoides, significantly increased direct genome transfer by up to 21-fold. Additionally, we showed that intact bacterial cells were endocytosed by yeast spheroplasts producing organelle-like structures within these yeast cells. These might lead to the possibility of creating novel synthetic organelles.
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Affiliation(s)
- Bogumil J. Karas
- Synthetic Biology and Bioenergy Group, J. Craig Venter Institute, La Jolla, California 92037, United States
| | - Nicolette G. Moreau
- Synthetic Biology and Bioenergy Group, J. Craig Venter Institute, La Jolla, California 92037, United States
| | - Thomas J. Deerinck
- National Centre for Microscopy and Imaging Research, University of California, San Diego, La Jolla, 92093, United States
| | - Daniel G. Gibson
- Synthetic Biology and Bioenergy Group, J. Craig Venter Institute, La Jolla, California 92037, United States
| | - J. Craig Venter
- Synthetic Biology and Bioenergy Group, J. Craig Venter Institute, La Jolla, California 92037, United States
| | - Hamilton O. Smith
- Synthetic Biology and Bioenergy Group, J. Craig Venter Institute, La Jolla, California 92037, United States
| | - John I. Glass
- Synthetic Biology and Bioenergy Group, J. Craig Venter Institute, La Jolla, California 92037, United States
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18
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Wu N, Huang H, Min T, Hu H. TAR cloning and integrated overexpression of 6-demethylchlortetracycline biosynthetic gene cluster in Streptomyces aureofaciens. Acta Biochim Biophys Sin (Shanghai) 2017; 49:1129-1134. [PMID: 29087452 DOI: 10.1093/abbs/gmx110] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2017] [Indexed: 12/28/2022] Open
Abstract
6-Demethylchlortetracycline (6-DCT), a tetracycline antibiotic produced by Streptomyces aureofaciens, is a crucial precursor employed for the semi-synthesis of tigecycline, minocycline, and amadacyclin (PTK 0796). In this study, the 6-DCT biosynthetic gene cluster (BGC) was cloned from genomic DNA of a high 6-DCT-producing strain, S. aureofaciens DM-1, using the transformation-associated recombination method. An extra copy of the 6-DCT BGC was introduced and integrated into the chromosome of S. aureofaciens DM-1. Duplication of the 6-DCT BGC resulted in a maximum increase of the 6-DCT titer by 34%.
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Affiliation(s)
- Naxin Wu
- School of Pharmacy, Department of Pharmacology, Fudan University, Shanghai, China
- Shanghai Institute of Pharmaceutical Industry, Department of Biopharmceutical, Shanghai, China
| | - He Huang
- Key Laboratory of Synthetic Biology, Institute of Plant Physiology and Ecology, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, Shanghai, China
| | - Taoling Min
- Shanghai Institute of Pharmaceutical Industry, Department of Biopharmceutical, Shanghai, China
| | - Haifeng Hu
- Shanghai Institute of Pharmaceutical Industry, Department of Biopharmceutical, Shanghai, China
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19
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Rideau F, Le Roy C, Descamps ECT, Renaudin H, Lartigue C, Bébéar C. Cloning, Stability, and Modification of Mycoplasma hominis Genome in Yeast. ACS Synth Biol 2017; 6:891-901. [PMID: 28118540 DOI: 10.1021/acssynbio.6b00379] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
Mycoplasma hominis is a minimal human pathogen that is responsible for genital and neonatal infections. Despite many attempts, there is no efficient genetic tool to manipulate this bacterium, limiting most investigations of its pathogenicity and its uncommon energy metabolism that relies on arginine. The recent cloning and subsequent engineering of other mycoplasma genomes in yeast opens new possibilities for studies of the genomes of genetically intractable organisms. Here, we report the successful one-step cloning of the M. hominis PG21 genome in yeast using the transformation-associated recombination (TAR) cloning method. At low passages, the M. hominis genome cloned into yeast displayed a conserved size. However, after ∼60 generations in selective media, this stability was affected, and large degradation events were detected, raising questions regarding the stability of large heterologous DNA molecules cloned in yeast and the need to minimize host propagation. Taking these results into account, we selected early passage yeast clones and successfully modified the M. hominis PG21 genome using the CRISPR/Cas9 editing tool, available in Saccharomyces cerevisiae. Complete M. hominis PG21 genomes lacking the adhesion-related vaa gene were efficiently obtained.
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Affiliation(s)
- Fabien Rideau
- Univ. Bordeaux, USC-EA3671 Mycoplasmal and Chlamydial Infections
in Humans, F-33000 Bordeaux, France
- INRA, USC-EA3671
Mycoplasmal and Chlamydial Infections in Humans, F-33000 Bordeaux, France
| | - Chloé Le Roy
- Univ. Bordeaux, USC-EA3671 Mycoplasmal and Chlamydial Infections
in Humans, F-33000 Bordeaux, France
- INRA, USC-EA3671
Mycoplasmal and Chlamydial Infections in Humans, F-33000 Bordeaux, France
| | - Elodie C. T. Descamps
- Univ. Bordeaux, USC-EA3671 Mycoplasmal and Chlamydial Infections
in Humans, F-33000 Bordeaux, France
- INRA, USC-EA3671
Mycoplasmal and Chlamydial Infections in Humans, F-33000 Bordeaux, France
| | - Hélène Renaudin
- Univ. Bordeaux, USC-EA3671 Mycoplasmal and Chlamydial Infections
in Humans, F-33000 Bordeaux, France
- INRA, USC-EA3671
Mycoplasmal and Chlamydial Infections in Humans, F-33000 Bordeaux, France
| | - Carole Lartigue
- INRA, UMR 1332 de Biologie du Fruit et Pathologie, F-33140 Villenave d’Ornon, France
- Univ. Bordeaux, UMR 1332 de Biologie du Fruit et Pathologie, F-33140 Villenave d’Ornon, France
| | - Cécile Bébéar
- Univ. Bordeaux, USC-EA3671 Mycoplasmal and Chlamydial Infections
in Humans, F-33000 Bordeaux, France
- INRA, USC-EA3671
Mycoplasmal and Chlamydial Infections in Humans, F-33000 Bordeaux, France
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20
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Schindler D, Milbredt S, Sperlea T, Waldminghaus T. Design and Assembly of DNA Sequence Libraries for Chromosomal Insertion in Bacteria Based on a Set of Modified MoClo Vectors. ACS Synth Biol 2016; 5:1362-1368. [PMID: 27306697 DOI: 10.1021/acssynbio.6b00089] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Efficient assembly of large DNA constructs is a key technology in synthetic biology. One of the most popular assembly systems is the MoClo standard in which restriction and ligation of multiple fragments occurs in a one-pot reaction. The system is based on a smart vector design and type IIs restriction enzymes, which cut outside their recognition site. While the initial MoClo vectors had been developed for the assembly of multiple transcription units of plants, some derivatives of the vectors have been developed over the last years. Here we present a new set of MoClo vectors for the assembly of fragment libraries and insertion of constructs into bacterial chromosomes. The vectors are accompanied by a computer program that generates a degenerate synthetic DNA sequence that excludes "forbidden" DNA motifs. We demonstrate the usability of the new approach by construction of a stable fluorescence repressor operator system (FROS).
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Affiliation(s)
- Daniel Schindler
- Chromosome Biology Group,
LOEWE Center for Synthetic Microbiology, SYNMIKRO, Philipps-Universität Marburg, Hans-Meerwein-Str. 6, D-35043 Marburg, Germany
| | - Sarah Milbredt
- Chromosome Biology Group,
LOEWE Center for Synthetic Microbiology, SYNMIKRO, Philipps-Universität Marburg, Hans-Meerwein-Str. 6, D-35043 Marburg, Germany
| | - Theodor Sperlea
- Chromosome Biology Group,
LOEWE Center for Synthetic Microbiology, SYNMIKRO, Philipps-Universität Marburg, Hans-Meerwein-Str. 6, D-35043 Marburg, Germany
| | - Torsten Waldminghaus
- Chromosome Biology Group,
LOEWE Center for Synthetic Microbiology, SYNMIKRO, Philipps-Universität Marburg, Hans-Meerwein-Str. 6, D-35043 Marburg, Germany
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21
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Hook C, Samsonov V, Ublinskaya A, Kuvaeva T, Andreeva E, Gorbacheva L, Stoynova N. A novel approach for Escherichia coli genome editing combining in vivo cloning and targeted long-length chromosomal insertion. J Microbiol Methods 2016; 130:83-91. [DOI: 10.1016/j.mimet.2016.08.024] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2016] [Revised: 08/18/2016] [Accepted: 08/23/2016] [Indexed: 02/06/2023]
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22
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Transformation-associated recombination (TAR) cloning for genomics studies and synthetic biology. Chromosoma 2016; 125:621-32. [PMID: 27116033 DOI: 10.1007/s00412-016-0588-3] [Citation(s) in RCA: 90] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2016] [Revised: 03/22/2016] [Accepted: 03/29/2016] [Indexed: 12/25/2022]
Abstract
Transformation-associated recombination (TAR) cloning represents a unique tool for isolation and manipulation of large DNA molecules. The technique exploits a high level of homologous recombination in the yeast Sacharomyces cerevisiae. So far, TAR cloning is the only method available to selectively recover chromosomal segments up to 300 kb in length from complex and simple genomes. In addition, TAR cloning allows the assembly and cloning of entire microbe genomes up to several Mb as well as engineering of large metabolic pathways. In this review, we summarize applications of TAR cloning for functional/structural genomics and synthetic biology.
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23
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Venken KJT, Sarrion-Perdigones A, Vandeventer PJ, Abel NS, Christiansen AE, Hoffman KL. Genome engineering: Drosophila melanogaster and beyond. WILEY INTERDISCIPLINARY REVIEWS-DEVELOPMENTAL BIOLOGY 2015; 5:233-67. [PMID: 26447401 DOI: 10.1002/wdev.214] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/13/2014] [Revised: 08/03/2015] [Accepted: 08/20/2015] [Indexed: 12/26/2022]
Abstract
A central challenge in investigating biological phenomena is the development of techniques to modify genomic DNA with nucleotide precision that can be transmitted through the germ line. Recent years have brought a boon in these technologies, now collectively known as genome engineering. Defined genomic manipulations at the nucleotide level enable a variety of reverse engineering paradigms, providing new opportunities to interrogate diverse biological functions. These genetic modifications include controlled removal, insertion, and substitution of genetic fragments, both small and large. Small fragments up to a few kilobases (e.g., single nucleotide mutations, small deletions, or gene tagging at single or multiple gene loci) to large fragments up to megabase resolution can be manipulated at single loci to create deletions, duplications, inversions, or translocations of substantial sections of whole chromosome arms. A specialized substitution of chromosomal portions that presumably are functionally orthologous between different organisms through syntenic replacement, can provide proof of evolutionary conservation between regulatory sequences. Large transgenes containing endogenous or synthetic DNA can be integrated at defined genomic locations, permitting an alternative proof of evolutionary conservation, and sophisticated transgenes can be used to interrogate biological phenomena. Precision engineering can additionally be used to manipulate the genomes of organelles (e.g., mitochondria). Novel genome engineering paradigms are often accelerated in existing, easily genetically tractable model organisms, primarily because these paradigms can be integrated in a rigorous, existing technology foundation. The Drosophila melanogaster fly model is ideal for these types of studies. Due to its small genome size, having just four chromosomes, the vast amount of cutting-edge genetic technologies, and its short life-cycle and inexpensive maintenance requirements, the fly is exceptionally amenable to complex genetic analysis using advanced genome engineering. Thus, highly sophisticated methods developed in the fly model can be used in nearly any sequenced organism. Here, we summarize different ways to perform precise inheritable genome engineering using integrases, recombinases, and DNA nucleases in the D. melanogaster. For further resources related to this article, please visit the WIREs website.
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Affiliation(s)
- Koen J T Venken
- Department of Biochemistry and Molecular Biology, Verna and Marrs McLean, Houston, TX, USA.,Department of Pharmacology, Baylor College of Medicine, Houston, TX, USA.,Dan L. Duncan Cancer Center, Baylor College of Medicine, Houston, TX, USA.,Program in Integrative Molecular and Biomedical Sciences, Baylor College of Medicine, Houston, TX, USA
| | | | - Paul J Vandeventer
- Department of Biochemistry and Molecular Biology, Verna and Marrs McLean, Houston, TX, USA
| | - Nicholas S Abel
- Department of Pharmacology, Baylor College of Medicine, Houston, TX, USA
| | - Audrey E Christiansen
- Department of Biochemistry and Molecular Biology, Verna and Marrs McLean, Houston, TX, USA
| | - Kristi L Hoffman
- Department of Biochemistry and Molecular Biology, Verna and Marrs McLean, Houston, TX, USA
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24
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Schindler D, Waldminghaus T. Synthetic chromosomes. FEMS Microbiol Rev 2015; 39:871-91. [DOI: 10.1093/femsre/fuv030] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/26/2015] [Indexed: 12/22/2022] Open
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