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Bai Y, Kong F, Song X, Han Y, Jiang Y, Hu J, Pan H. Indole-diterpenoids from an endophytic Penicillium brefeldianum F4a and their antifeedant and insecticidal activities against Spodoptera frugiperda. PEST MANAGEMENT SCIENCE 2025. [PMID: 40256908 DOI: 10.1002/ps.8842] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/13/2025] [Revised: 03/31/2025] [Accepted: 04/03/2025] [Indexed: 04/22/2025]
Abstract
BACKGROUND Spodoptera frugiperda (Lepidoptera: Noctuidae) is one of the world's major agriculture pests, causing significant crop damage and serious economic losses. As S. frugiperda has developed widespread resistance, environmentally friendly insecticides are urgently needed. Therefore, searching for natural antifeedant or insecticidal lead compounds has become imperative. RESULTS Three new indole diterpenoids, paspamine A (1), paspamine B (2), and paspalitrem D (3), along with nine known ones (compounds 4-12), were isolated from an endophytic Penicillium brefeldianum F4a. Their structures were identified through comprehensive spectroscopic data analysis [one-dimensional (1D) and two-dimensional (2D) nuclear magnetic resonance (NMR), high-resolution electrospray ionization mass spectrometry (HR-ESI-MS), ultraviolet (UV), infrared (IR)], and electronic circular dichroism (ECD) calculations. Furthermore, plausible biosynthetic pathways of these compounds were deduced. The bioassay results indicated that compound 8 displayed more significant antifeedant activity against S. frugiperda larvae than azadirachtin and compounds 5-7 demonstrated superior insecticidal activities compared to abamectin. Moreover, comparative transcriptome analysis revealed that compound 6 exerted a distinct insecticidal mechanism. In the early stages, it regulated the expression of genes associated with peptidases and chitinases. Subsequently, this regulation influenced the expression of genes related to cuticle proteins and other relevant genes, ultimately resulting in S. frugiperda larval death. These results were further confirmed by real-time quantitative polymerase chain reaction (RT-qPCR) experiments. CONCLUSION This research will provide valuable information for the development of indole diterpenoids as novel microbial insecticides for the management of S. frugiperda. © 2025 Society of Chemical Industry.
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Affiliation(s)
- Yan Bai
- CAS Key Laboratory of Forest Ecology and Silviculture, Institute of Applied Ecology, Chinese Academy of Sciences, Shenyang, China
| | - Fengting Kong
- CAS Key Laboratory of Forest Ecology and Silviculture, Institute of Applied Ecology, Chinese Academy of Sciences, Shenyang, China
| | - Xiaoyu Song
- CAS Key Laboratory of Forest Ecology and Silviculture, Institute of Applied Ecology, Chinese Academy of Sciences, Shenyang, China
| | - Yafei Han
- CAS Key Laboratory of Forest Ecology and Silviculture, Institute of Applied Ecology, Chinese Academy of Sciences, Shenyang, China
- School of Life Science and Biopharmaceutics, Shenyang Pharmaceutical University, Shenyang, China
| | - Yinzhou Jiang
- CAS Key Laboratory of Forest Ecology and Silviculture, Institute of Applied Ecology, Chinese Academy of Sciences, Shenyang, China
- College of Resources and Environment, University of Chinese Academy of Sciences, Beijing, China
| | - Jiangchun Hu
- CAS Key Laboratory of Forest Ecology and Silviculture, Institute of Applied Ecology, Chinese Academy of Sciences, Shenyang, China
| | - Huaqi Pan
- CAS Key Laboratory of Forest Ecology and Silviculture, Institute of Applied Ecology, Chinese Academy of Sciences, Shenyang, China
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2
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Laborda-Mansilla J, García-Ruiz E. Advancements in Golden Gate Cloning: A Comprehensive Review. Methods Mol Biol 2025; 2850:481-500. [PMID: 39363089 DOI: 10.1007/978-1-0716-4220-7_27] [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: 10/05/2024]
Abstract
Researchers have dedicated efforts to refining genetic part assembly techniques, responding to the demand for complex DNA constructs. The optimization efforts, targeting enhanced efficiency, fidelity, and modularity, have yielded streamlined protocols. Among these, Golden Gate cloning has gained prominence, offering a modular and hierarchical approach for constructing complex DNA fragments. This method is instrumental in establishing a repository of reusable parts, effectively reducing the costs and proving highly valuable for high-throughput DNA assembly projects. In this review, we delve into the main protocol of Golden Gate cloning, providing refined insights to enhance protocols and address potential challenges. Additionally, we perform a thorough evaluation of the primary modular cloning toolkits adopted by the scientific community. The discussion includes an exploration of recent advances and challenges in the field, providing a comprehensive overview of the current state of Golden Gate cloning.
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Affiliation(s)
- Jesús Laborda-Mansilla
- Departamento de Biocatálisis, Instituto de Catálisis y Petroleoquímica, ICP-CSIC, Madrid, Spain
| | - Eva García-Ruiz
- Departamento de Biocatálisis, Instituto de Catálisis y Petroleoquímica, ICP-CSIC, Madrid, Spain.
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3
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Roehner N, Roberts J, Lapets A, Gould D, Akavoor V, Qin L, Gordon DB, Voigt C, Densmore D. GOLDBAR: A Framework for Combinatorial Biological Design. ACS Synth Biol 2024; 13:2899-2911. [PMID: 39162314 DOI: 10.1021/acssynbio.4c00296] [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: 08/21/2024]
Abstract
With the rise of new DNA part libraries and technologies for assembling DNA, synthetic biologists are increasingly constructing and screening combinatorial libraries to optimize their biological designs. As combinatorial libraries are used to generate data on design performance, new rules for composing biological designs will emerge. Most formal frameworks for combinatorial design, however, do not yet support formal comparison of design composition, which is needed to facilitate automated analysis and machine learning in massive biological design spaces. To address this need, we introduce a combinatorial design framework called GOLDBAR. Compared with existing frameworks, GOLDBAR enables synthetic biologists to intersect and merge the rules for entire classes of biological designs to extract common design motifs and infer new ones. Here, we demonstrate the application of GOLDBAR to refine/validate design spaces for TetR-homologue transcriptional logic circuits, verify the assembly of a partial nif gene cluster, and infer novel gene clusters for the biosynthesis of rebeccamycin. We also discuss how GOLDBAR could be used to facilitate grammar-based machine learning in synthetic biology.
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Affiliation(s)
- Nicholas Roehner
- RTX BBN Technologies, Cambridge, Massachusetts 02138, United States
| | - James Roberts
- Biological Design Center, Boston University, Boston, Massachusetts 02215, United States
- Department of Biomedical Engineering, Boston University, Boston, Massachusetts 02215, United States
| | | | - Dany Gould
- Hariri Institute for Computing, Boston University, Boston, Massachusetts 02215, United States
| | - Vidya Akavoor
- Hariri Institute for Computing, Boston University, Boston, Massachusetts 02215, United States
| | - Lucy Qin
- Hariri Institute for Computing, Boston University, Boston, Massachusetts 02215, United States
| | - D Benjamin Gordon
- The Foundry, 75 Ames Street, Cambridge, Massachusetts 02142, United States
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts 02142, United States
- Synthetic Biology Center, Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, United States
| | - Christopher Voigt
- The Foundry, 75 Ames Street, Cambridge, Massachusetts 02142, United States
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts 02142, United States
- Synthetic Biology Center, Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, United States
| | - Douglas Densmore
- Biological Design Center, Boston University, Boston, Massachusetts 02215, United States
- Department of Electrical and Computer Engineering, Boston University, Boston, Massachusetts 02215, United States
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4
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Kao MR, Karmarkar Saldivar R, Hsieh YSY. Production of therapeutic glycoproteins in glycoengineered plant: old farm for new crops. Curr Opin Biotechnol 2024; 87:103145. [PMID: 38781701 DOI: 10.1016/j.copbio.2024.103145] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2024] [Revised: 04/28/2024] [Accepted: 05/06/2024] [Indexed: 05/25/2024]
Abstract
Plant-based expression systems have emerged as promising avenues for the production of recombinant N-linked glycoproteins. This review offers insights into the evolution and progress of plant glycoengineering. It delves into the distinctive features of plant-derived N-glycans, the diverse range of plant hosts employed for glycoprotein synthesis, and the advancements in glycoengineering strategies aimed at generating glycoproteins with N-glycan structures akin to those produced in mammalian cell lines. Furthermore, alternative strategies for augmenting glycoengineering efforts and the current spectrum of applications for plant-produced N-glycan recombinant proteins are examined, underscoring their potential significance in biopharmaceutical manufacturing.
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Affiliation(s)
- Mu-Rong Kao
- School of Pharmacy, College of Pharmacy, Taipei Medical University, Taipei, Taiwan; Division of Glycoscience, Department of Chemistry, School of Engineering Sciences in Chemistry, Biotechnology and Health, Royal Institute of Technology (KTH), AlbaNova University Centre, Stockholm, Sweden
| | - Rebecka Karmarkar Saldivar
- School of Pharmacy, College of Pharmacy, Taipei Medical University, Taipei, Taiwan; Division of Glycoscience, Department of Chemistry, School of Engineering Sciences in Chemistry, Biotechnology and Health, Royal Institute of Technology (KTH), AlbaNova University Centre, Stockholm, Sweden
| | - Yves S Y Hsieh
- School of Pharmacy, College of Pharmacy, Taipei Medical University, Taipei, Taiwan; Division of Glycoscience, Department of Chemistry, School of Engineering Sciences in Chemistry, Biotechnology and Health, Royal Institute of Technology (KTH), AlbaNova University Centre, Stockholm, Sweden.
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5
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Wells KCDH, Kharma N, Jaunky BB, Nie K, Aguiar-Tawil G, Berry D. BioCloneBot: A versatile, low-cost, and open-source automated liquid handler. HARDWAREX 2024; 18:e00516. [PMID: 38524156 PMCID: PMC10955647 DOI: 10.1016/j.ohx.2024.e00516] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/23/2023] [Revised: 02/03/2024] [Accepted: 02/25/2024] [Indexed: 03/26/2024]
Abstract
Liquid handler systems can provide significant benefits to researchers by automating laboratory work, however, their unaffordable price provides a steep barrier to entry. Therefore, we provide the BioCloneBot, a versatile, low-cost, and open-source automated liquid handler. This system can be easily built with 3D-printed parts and readily available commercial components. The BioCloneBot is highly adaptive to user needs and facilitates various liquid handling tasks in research and diagnostics. Its user-friendly interface and programmable nature make it suitable for a wide range of applications, from small-scale experiments to larger laboratory setups. By utilizing BioCloneBot, researchers and scientists can streamline their liquid handling processes without the financial constraints posed by traditional systems. In this paper, we detail the design, construction, and validation of BioCloneBot, showcasing its precise control, accuracy, and repeatability in various liquid handling tasks. The open-source nature of the system encourages collaboration and customization, enabling researchers to contribute and adapt the technology to specific experimental requirements.
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Affiliation(s)
- Ke’Koa CDH Wells
- Department of Electrical and Computer Engineering, Concordia University, Montréal, Québec, Canada
| | - Nawwaf Kharma
- Department of Electrical and Computer Engineering, Concordia University, Montréal, Québec, Canada
- Department of Biology, Concordia University, Montréal, Québec, Canada
| | - Brandon B. Jaunky
- Department of Biology, Concordia University, Montréal, Québec, Canada
| | - Kaiyu Nie
- Department of Electrical and Computer Engineering, Concordia University, Montréal, Québec, Canada
| | | | - Daniel Berry
- Department of Mechanical, Industrial and Aerospace Engineering, Concordia University, Montréal, Québec, Canada
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6
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Claes K, Van Herpe D, Vanluchene R, Roels C, Van Moer B, Wyseure E, Vandewalle K, Eeckhaut H, Yilmaz S, Vanmarcke S, Çıtak E, Fijalkowska D, Grootaert H, Lonigro C, Meuris L, Michielsen G, Naessens J, van Schie L, De Rycke R, De Bruyne M, Borghgraef P, Callewaert N. OPENPichia: licence-free Komagataella phaffii chassis strains and toolkit for protein expression. Nat Microbiol 2024; 9:864-876. [PMID: 38443579 PMCID: PMC10914597 DOI: 10.1038/s41564-023-01574-w] [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: 03/23/2023] [Accepted: 12/01/2023] [Indexed: 03/07/2024]
Abstract
The industrial yeast Komagataella phaffii (formerly named Pichia pastoris) is commonly used to synthesize recombinant proteins, many of which are used as human therapeutics or in food. However, the basic strain, named NRRL Y-11430, from which all commercial hosts are derived, is not available without restrictions on its use. Comparative genome sequencing leaves little doubt that NRRL Y-11430 is derived from a K. phaffii type strain deposited in the UC Davis Phaff Yeast Strain Collection in 1954. We analysed four equivalent type strains in several culture collections and identified the NCYC 2543 strain, from which we started to develop an open-access Pichia chassis strain that anyone can use to produce recombinant proteins to industry standards. NRRL Y-11430 is readily transformable, which we found to be due to a HOC1 open-reading-frame truncation that alters cell-wall mannan. We introduced the HOC1 open-reading-frame truncation into NCYC 2543, which increased the transformability and improved secretion of some but not all of our tested proteins. We provide our genome-sequenced type strain, the hoc1tr derivative that we named OPENPichia as well as a synthetic, modular expression vector toolkit under liberal end-user distribution licences as an unencumbered OPENPichia resource for the microbial biotechnology community.
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Affiliation(s)
- Katrien Claes
- Center for Medical Biotechnology, VIB, Ghent, Belgium.
- Department of Biochemistry and Microbiology, Ghent University, Ghent, Belgium.
| | - Dries Van Herpe
- Center for Medical Biotechnology, VIB, Ghent, Belgium
- Department of Biochemistry and Microbiology, Ghent University, Ghent, Belgium
- Inbiose NV, Ghent, Belgium
| | - Robin Vanluchene
- Center for Medical Biotechnology, VIB, Ghent, Belgium
- Department of Biochemistry and Microbiology, Ghent University, Ghent, Belgium
| | - Charlotte Roels
- Center for Medical Biotechnology, VIB, Ghent, Belgium
- Department of Biochemistry and Microbiology, Ghent University, Ghent, Belgium
| | - Berre Van Moer
- Center for Medical Biotechnology, VIB, Ghent, Belgium
- Department of Biochemistry and Microbiology, Ghent University, Ghent, Belgium
| | - Elise Wyseure
- Center for Medical Biotechnology, VIB, Ghent, Belgium
- Department of Biochemistry and Microbiology, Ghent University, Ghent, Belgium
| | - Kristof Vandewalle
- Center for Medical Biotechnology, VIB, Ghent, Belgium
- Department of Biochemistry and Microbiology, Ghent University, Ghent, Belgium
| | - Hannah Eeckhaut
- Center for Medical Biotechnology, VIB, Ghent, Belgium
- Department of Biochemistry and Microbiology, Ghent University, Ghent, Belgium
| | - Semiramis Yilmaz
- Center for Medical Biotechnology, VIB, Ghent, Belgium
- Department of Biochemistry and Microbiology, Ghent University, Ghent, Belgium
| | - Sandrine Vanmarcke
- Center for Medical Biotechnology, VIB, Ghent, Belgium
- Department of Biochemistry and Microbiology, Ghent University, Ghent, Belgium
| | - Erhan Çıtak
- Center for Medical Biotechnology, VIB, Ghent, Belgium
- Department of Biochemistry and Microbiology, Ghent University, Ghent, Belgium
| | - Daria Fijalkowska
- Center for Medical Biotechnology, VIB, Ghent, Belgium
- Department of Biochemistry and Microbiology, Ghent University, Ghent, Belgium
| | - Hendrik Grootaert
- Center for Medical Biotechnology, VIB, Ghent, Belgium
- Department of Biochemistry and Microbiology, Ghent University, Ghent, Belgium
| | - Chiara Lonigro
- Center for Medical Biotechnology, VIB, Ghent, Belgium
- Department of Biochemistry and Microbiology, Ghent University, Ghent, Belgium
| | - Leander Meuris
- Center for Medical Biotechnology, VIB, Ghent, Belgium
- Department of Biochemistry and Microbiology, Ghent University, Ghent, Belgium
| | - Gitte Michielsen
- Center for Medical Biotechnology, VIB, Ghent, Belgium
- Department of Biochemistry and Microbiology, Ghent University, Ghent, Belgium
| | - Justine Naessens
- Center for Medical Biotechnology, VIB, Ghent, Belgium
- Department of Biochemistry and Microbiology, Ghent University, Ghent, Belgium
| | - Loes van Schie
- Center for Medical Biotechnology, VIB, Ghent, Belgium
- Department of Biochemistry and Microbiology, Ghent University, Ghent, Belgium
| | - Riet De Rycke
- Department of Biomedical Molecular Biology, Ghent University, Ghent, Belgium
- BioImaging Core, VIB, Ghent, Belgium
| | - Michiel De Bruyne
- Department of Biomedical Molecular Biology, Ghent University, Ghent, Belgium
- BioImaging Core, VIB, Ghent, Belgium
| | | | - Nico Callewaert
- Center for Medical Biotechnology, VIB, Ghent, Belgium.
- Department of Biochemistry and Microbiology, Ghent University, Ghent, Belgium.
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7
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Blázquez B, León DS, Torres-Bacete J, Gómez-Luengo Á, Kniewel R, Martínez I, Sordon S, Wilczak A, Salgado S, Huszcza E, Popłoński J, Prieto A, Nogales J. Golden Standard: a complete standard, portable, and interoperative MoClo tool for model and non-model proteobacteria. Nucleic Acids Res 2023; 51:e98. [PMID: 37718823 PMCID: PMC10602866 DOI: 10.1093/nar/gkad758] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2022] [Accepted: 09/06/2023] [Indexed: 09/19/2023] Open
Abstract
Modular cloning has become a benchmark technology in synthetic biology. However, a notable disparity exists between its remarkable development and the need for standardization to facilitate seamless interoperability among systems. The field is thus impeded by an overwhelming proliferation of organism-specific systems that frequently lack compatibility. To overcome these issues, we present Golden Standard (GS), a Type IIS assembly method underpinned by the Standard European Vector Architecture. GS unlocks modular cloning applications for most bacteria, and delivers combinatorial multi-part assembly to create genetic circuits of up to twenty transcription units (TUs). Reliance on MoClo syntax renders GS fully compatible with many existing tools and it sets the path towards efficient reusability of available part libraries and assembled TUs. GS was validated in terms of DNA assembly, portability, interoperability and phenotype engineering in α-, β-, γ- and δ-proteobacteria. Furthermore, we provide a computational pipeline for parts characterization that was used to assess the performance of GS parts. To promote community-driven development of GS, we provide a dedicated web-portal including a repository of parts, vectors, and Wizard and Setup tools that guide users in designing constructs. Overall, GS establishes an open, standardized framework propelling the progress of synthetic biology as a whole.
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Affiliation(s)
- Blas Blázquez
- Department of Systems Biology, Centro Nacional de Biotecnología, CSIC, Madrid, Spain
- Interdisciplinary Platform for Sustainable Plastics towards a Circular Economy-Spanish National Research Council (SusPlast-CSIC), Madrid, Spain
| | - David San León
- Department of Systems Biology, Centro Nacional de Biotecnología, CSIC, Madrid, Spain
- Interdisciplinary Platform for Sustainable Plastics towards a Circular Economy-Spanish National Research Council (SusPlast-CSIC), Madrid, Spain
| | - Jesús Torres-Bacete
- Department of Systems Biology, Centro Nacional de Biotecnología, CSIC, Madrid, Spain
| | - Álvaro Gómez-Luengo
- Department of Systems Biology, Centro Nacional de Biotecnología, CSIC, Madrid, Spain
- Interdisciplinary Platform for Sustainable Plastics towards a Circular Economy-Spanish National Research Council (SusPlast-CSIC), Madrid, Spain
| | - Ryan Kniewel
- Microbial and Plant Biotechnology Department, Biological Research Center-Margarita Salas, CSIC, Madrid, Spain
| | - Igor Martínez
- Department of Systems Biology, Centro Nacional de Biotecnología, CSIC, Madrid, Spain
| | - Sandra Sordon
- Wrocław University of Environmental and Life Sciences, Department of Food Chemistry and Biocatalysis, Norwida 25, 50-375, Wrocław, Poland
| | - Aleksandra Wilczak
- Wrocław University of Environmental and Life Sciences, Department of Food Chemistry and Biocatalysis, Norwida 25, 50-375, Wrocław, Poland
| | - Sergio Salgado
- Interdisciplinary Platform for Sustainable Plastics towards a Circular Economy-Spanish National Research Council (SusPlast-CSIC), Madrid, Spain
- Microbial and Plant Biotechnology Department, Biological Research Center-Margarita Salas, CSIC, Madrid, Spain
| | - Ewa Huszcza
- Wrocław University of Environmental and Life Sciences, Department of Food Chemistry and Biocatalysis, Norwida 25, 50-375, Wrocław, Poland
| | - Jarosław Popłoński
- Wrocław University of Environmental and Life Sciences, Department of Food Chemistry and Biocatalysis, Norwida 25, 50-375, Wrocław, Poland
| | - Auxiliadora Prieto
- Interdisciplinary Platform for Sustainable Plastics towards a Circular Economy-Spanish National Research Council (SusPlast-CSIC), Madrid, Spain
- Microbial and Plant Biotechnology Department, Biological Research Center-Margarita Salas, CSIC, Madrid, Spain
| | - Juan Nogales
- Department of Systems Biology, Centro Nacional de Biotecnología, CSIC, Madrid, Spain
- Interdisciplinary Platform for Sustainable Plastics towards a Circular Economy-Spanish National Research Council (SusPlast-CSIC), Madrid, Spain
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8
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Chen Z, Zheng S, Fu C. Shotgun knockdown of RNA by CRISPR-Cas13d in fission yeast. J Cell Sci 2023; 136:297260. [PMID: 36825467 DOI: 10.1242/jcs.260769] [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: 10/29/2022] [Accepted: 02/15/2023] [Indexed: 02/25/2023] Open
Abstract
The CRISPR-Cas13d system has a single small effector protein that targets RNA and does not require the presence of a protospacer flanking site in the targeted transcript. These features make CRISPR-Cas13d an attractive system for RNA manipulation. Here, we report the successful implementation of the CRISPR-Cas13d system in fission yeast for RNA knockdown. A high effectiveness of the CRISPR-Cas13d system was ensured by using an array of CRISPR RNAs (crRNAs) that are flanked by two self-cleaving ribozymes and are expressed from an RNA polymerase II promoter. Given the repressible nature of the promoter, RNA knockdown by the CRISPR-Cas13d system is reversible. Moreover, using the CRISPR-Cas13d system, we identified an effective crRNA array targeting the transcript of gfp and the effectiveness was demonstrated by successful knockdown of the transcripts of noc4-gfp, bub1-gfp and ade6-gfp. In principle, the effective GFP crRNA array allows knockdown of any transcript carrying the GFP sequences. This new CRISPR-Cas13d-based toolkit is expected to have a wide range of applications in many aspects of biology, including dissection of gene function and visualization of RNA.
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Affiliation(s)
- Zhikai Chen
- MOE Key Laboratory for Cellular Dynamics & School of Life Sciences, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei 230027, China
| | - Shengnan Zheng
- MOE Key Laboratory for Cellular Dynamics & School of Life Sciences, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei 230027, China
| | - Chuanhai Fu
- MOE Key Laboratory for Cellular Dynamics & School of Life Sciences, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei 230027, China
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9
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Bundela R, Cameron RC, Singh AJ, McLellan RM, Richardson AT, Berry D, Nicholson MJ, Parker EJ. Generation of Alternate Indole Diterpene Architectures in Two Species of Aspergilli. J Am Chem Soc 2023; 145:2754-2758. [PMID: 36710518 PMCID: PMC9913125 DOI: 10.1021/jacs.2c11170] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2022] [Indexed: 01/31/2023]
Abstract
The significant structural diversity and potent bioactivity of the fungal indole diterpenes (IDTs) has attracted considerable interest in their biosynthesis. Although substantial skeletal diversity is generated by the action of noncanonical terpene cyclases, comparatively little is known about these enzymes, particularly those involved in the generation of the subgroup containing emindole SA and DA, which show alternate terpenoid skeletons. Here, we describe the IDT biosynthetic machinery generating these unusual IDT architectures from Aspergillus striatus and Aspergillus desertorum. The function of four putative cyclases was interrogated via heterologous expression. Two specific cyclases were identified that catalyze the formation of epimers emindole SA and DA from A. striatus and A. desertorum, respectively. These cyclases are both clustered along with all the elements required for basic IDT biosynthesis yet catalyze an unusual Markovnikov-like cyclization cascade with alternate stereochemical control. Their identification reveals that these alternate architectures are not generated by mechanistically sloppy or promiscuous enzymes, but by cyclases capable of delivering precise regio- and stereospecificities.
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Affiliation(s)
- Rudranuj Bundela
- Ferrier
Research Institute, Victoria University
of Wellington, PO Box 600, Wellington 6140, New Zealand
- Maurice
Wilkins Centre for Molecular Biodiscovery, Victoria University of Wellington, PO Box 600, Wellington 6140, New Zealand
| | - Rosannah C. Cameron
- Ferrier
Research Institute, Victoria University
of Wellington, PO Box 600, Wellington 6140, New Zealand
- Maurice
Wilkins Centre for Molecular Biodiscovery, Victoria University of Wellington, PO Box 600, Wellington 6140, New Zealand
| | - A. Jonathan Singh
- Ferrier
Research Institute, Victoria University
of Wellington, PO Box 600, Wellington 6140, New Zealand
- Maurice
Wilkins Centre for Molecular Biodiscovery, Victoria University of Wellington, PO Box 600, Wellington 6140, New Zealand
| | - Rose M. McLellan
- Ferrier
Research Institute, Victoria University
of Wellington, PO Box 600, Wellington 6140, New Zealand
- Maurice
Wilkins Centre for Molecular Biodiscovery, Victoria University of Wellington, PO Box 600, Wellington 6140, New Zealand
| | - Alistair T. Richardson
- Ferrier
Research Institute, Victoria University
of Wellington, PO Box 600, Wellington 6140, New Zealand
- Maurice
Wilkins Centre for Molecular Biodiscovery, Victoria University of Wellington, PO Box 600, Wellington 6140, New Zealand
| | - Daniel Berry
- Ferrier
Research Institute, Victoria University
of Wellington, PO Box 600, Wellington 6140, New Zealand
- Maurice
Wilkins Centre for Molecular Biodiscovery, Victoria University of Wellington, PO Box 600, Wellington 6140, New Zealand
| | - Matthew J. Nicholson
- Ferrier
Research Institute, Victoria University
of Wellington, PO Box 600, Wellington 6140, New Zealand
| | - Emily J. Parker
- Ferrier
Research Institute, Victoria University
of Wellington, PO Box 600, Wellington 6140, New Zealand
- Maurice
Wilkins Centre for Molecular Biodiscovery, Victoria University of Wellington, PO Box 600, Wellington 6140, New Zealand
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10
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Eidenberger L, Eminger F, Castilho A, Steinkellner H. Comparative analysis of plant transient expression vectors for targeted N-glycosylation. Front Bioeng Biotechnol 2022; 10:1073455. [PMID: 36619384 PMCID: PMC9812561 DOI: 10.3389/fbioe.2022.1073455] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2022] [Accepted: 12/05/2022] [Indexed: 12/24/2022] Open
Abstract
While plant-based transient expression systems have demonstrated their potency to rapidly express economically feasible quantities of complex human proteins, less is known about their compatibility with posttranslational modification control. Here we investigated three commonly used transient expression vectors, pEAQ, magnICON and pTra for their capability to express a multi-component protein with controlled and modified N-glycosylation. Cetuximab (Cx), a therapeutic IgG1 monoclonal antibody, which carries next to the conserved Fc an additional N-glycosylation site (GS) in the Fab-domain, was used as model. While pEAQ and pTra produce fully assembled Cx at similar levels in N. benthamiana, the yield of magnICON-Cx was twice as high. When expressed in wild type plants, both Cx-GSs exhibited typical plant N-glycans decorated with plant-specific xylose and fucose. Likewise, Cx generated in the glycoengineered ΔXTFT line carried mainly complex N-glycans lacking plant specific residues. Exposure to different engineering settings (encompassing stable lines and transient approaches) towards human galactosylation and sialylation resulted in Cx carrying targeted N-glycans at similar quantities using all three expression vectors. Collectively, our results exhibit the universal application of plant-based glycoengineering, thereby increasing the attractivity of the ambitious expression platform.
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Affiliation(s)
| | | | | | - Herta Steinkellner
- Department of Applied Genetics and Cell Biology, Institute of Plant Biotechnology and Cell Biology, University of Natural Resources and Life Sciences, Vienna, Austria
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11
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Weihmann R, Kubicki S, Bitzenhofer NL, Domröse A, Bator I, Kirschen LM, Kofler F, Funk A, Tiso T, Blank LM, Jaeger KE, Drepper T, Thies S, Loeschcke A. The modular pYT vector series employed for chromosomal gene integration and expression to produce carbazoles and glycolipids in P. putida. FEMS MICROBES 2022; 4:xtac030. [PMID: 37333445 PMCID: PMC10117823 DOI: 10.1093/femsmc/xtac030] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2022] [Revised: 11/03/2022] [Accepted: 12/16/2022] [Indexed: 10/22/2023] Open
Abstract
The expression of biosynthetic genes in bacterial hosts can enable access to high-value compounds, for which appropriate molecular genetic tools are essential. Therefore, we developed a toolbox of modular vectors, which facilitate chromosomal gene integration and expression in Pseudomonas putida KT2440. To this end, we designed an integrative sequence, allowing customisation regarding the modes of integration (random, at attTn7, or into the 16S rRNA gene), promoters, antibiotic resistance markers as well as fluorescent proteins and enzymes as transcription reporters. We thus established a toolbox of vectors carrying integrative sequences, designated as pYT series, of which we present 27 ready-to-use variants along with a set of strains equipped with unique 'landing pads' for directing a pYT interposon into one specific copy of the 16S rRNA gene. We used genes of the well-described violacein biosynthesis as reporter to showcase random Tn5-based chromosomal integration leading to constitutive expression and production of violacein and deoxyviolacein. Deoxyviolacein was likewise produced after gene integration into the 16S rRNA gene of rrn operons. Integration in the attTn7 site was used to characterise the suitability of different inducible promoters and successive strain development for the metabolically challenging production of mono-rhamnolipids. Finally, to establish arcyriaflavin A production in P. putida for the first time, we compared different integration and expression modes, revealing integration at attTn7 and expression with NagR/PnagAa to be most suitable. In summary, the new toolbox can be utilised for the rapid generation of various types of P. putida expression and production strains.
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Affiliation(s)
- Robin Weihmann
- Institute of Molecular Enzyme Technology, Heinrich Heine University Düsseldorf at Forschungszentrum Jülich GmbH, 52428 Jülich, Germany
- Bioeconomy Science Center (BioSC), Forschungszentrum Jülich GmbH, 52425 Jülich, Germany
| | - Sonja Kubicki
- Institute of Molecular Enzyme Technology, Heinrich Heine University Düsseldorf at Forschungszentrum Jülich GmbH, 52428 Jülich, Germany
- Bioeconomy Science Center (BioSC), Forschungszentrum Jülich GmbH, 52425 Jülich, Germany
| | - Nora Lisa Bitzenhofer
- Institute of Molecular Enzyme Technology, Heinrich Heine University Düsseldorf at Forschungszentrum Jülich GmbH, 52428 Jülich, Germany
| | - Andreas Domröse
- Institute of Molecular Enzyme Technology, Heinrich Heine University Düsseldorf at Forschungszentrum Jülich GmbH, 52428 Jülich, Germany
| | - Isabel Bator
- Bioeconomy Science Center (BioSC), Forschungszentrum Jülich GmbH, 52425 Jülich, Germany
- iAMB - Institute of Applied Microbiology, ABBt - Aachen Biology and Biotechnology, RWTH Aachen University, 52074 Aachen, Germany
| | - Lisa-Marie Kirschen
- Institute of Molecular Enzyme Technology, Heinrich Heine University Düsseldorf at Forschungszentrum Jülich GmbH, 52428 Jülich, Germany
| | - Franziska Kofler
- Institute of Molecular Enzyme Technology, Heinrich Heine University Düsseldorf at Forschungszentrum Jülich GmbH, 52428 Jülich, Germany
| | - Aileen Funk
- Institute of Molecular Enzyme Technology, Heinrich Heine University Düsseldorf at Forschungszentrum Jülich GmbH, 52428 Jülich, Germany
| | - Till Tiso
- Bioeconomy Science Center (BioSC), Forschungszentrum Jülich GmbH, 52425 Jülich, Germany
- iAMB - Institute of Applied Microbiology, ABBt - Aachen Biology and Biotechnology, RWTH Aachen University, 52074 Aachen, Germany
| | - Lars M Blank
- Bioeconomy Science Center (BioSC), Forschungszentrum Jülich GmbH, 52425 Jülich, Germany
- iAMB - Institute of Applied Microbiology, ABBt - Aachen Biology and Biotechnology, RWTH Aachen University, 52074 Aachen, Germany
| | - Karl-Erich Jaeger
- Institute of Molecular Enzyme Technology, Heinrich Heine University Düsseldorf at Forschungszentrum Jülich GmbH, 52428 Jülich, Germany
- Bioeconomy Science Center (BioSC), Forschungszentrum Jülich GmbH, 52425 Jülich, Germany
- Institute of Bio-and Geosciences IBG 1: Biotechnology, Forschungszentrum Jülich GmbH, 52428 Jülich, Germany
| | - Thomas Drepper
- Institute of Molecular Enzyme Technology, Heinrich Heine University Düsseldorf at Forschungszentrum Jülich GmbH, 52428 Jülich, Germany
- Bioeconomy Science Center (BioSC), Forschungszentrum Jülich GmbH, 52425 Jülich, Germany
| | - Stephan Thies
- Institute of Molecular Enzyme Technology, Heinrich Heine University Düsseldorf at Forschungszentrum Jülich GmbH, 52428 Jülich, Germany
- Bioeconomy Science Center (BioSC), Forschungszentrum Jülich GmbH, 52425 Jülich, Germany
| | - Anita Loeschcke
- Institute of Molecular Enzyme Technology, Heinrich Heine University Düsseldorf at Forschungszentrum Jülich GmbH, 52428 Jülich, Germany
- Bioeconomy Science Center (BioSC), Forschungszentrum Jülich GmbH, 52425 Jülich, Germany
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12
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Pasin F. Assembly of plant virus agroinfectious clones using biological material or DNA synthesis. STAR Protoc 2022; 3:101716. [PMID: 36149792 PMCID: PMC9519601 DOI: 10.1016/j.xpro.2022.101716] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2022] [Revised: 07/29/2022] [Accepted: 08/26/2022] [Indexed: 01/26/2023] Open
Abstract
Infectious clone technology is universally applied for biological characterization and engineering of viruses. This protocol describes procedures that implement synthetic biology advances for streamlined assembly of virus infectious clones. Here, I detail homology-based cloning using biological material, as well as SynViP assembly using type IIS restriction enzymes and chemically synthesized DNA fragments. The assembled virus clones are based on compact T-DNA binary vectors of the pLX series and are delivered to host plants by Agrobacterium-mediated inoculation. For complete details on the use and execution of this protocol, please refer to Pasin et al. (2017, 2018) and Pasin (2021).
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Affiliation(s)
- Fabio Pasin
- Instituto de Biología Molecular y Celular de Plantas (IBMCP), Consejo Superior de Investigaciones Científicas - Universitat Politècnica de València (CSIC-UPV), 46011 Valencia, Spain.
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13
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Bird J, Marles-Wright J, Giachino A. A User's Guide to Golden Gate Cloning Methods and Standards. ACS Synth Biol 2022; 11:3551-3563. [PMID: 36322003 PMCID: PMC9680027 DOI: 10.1021/acssynbio.2c00355] [Citation(s) in RCA: 55] [Impact Index Per Article: 18.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2022] [Indexed: 11/06/2022]
Abstract
The continual demand for specialized molecular cloning techniques that suit a broad range of applications has driven the development of many different cloning strategies. One method that has gained significant traction is Golden Gate assembly, which achieves hierarchical assembly of DNA parts by utilizing Type IIS restriction enzymes to produce user-specified sticky ends on cut DNA fragments. This technique has been modularized and standardized, and includes different subfamilies of methods, the most widely adopted of which are the MoClo and Golden Braid standards. Moreover, specialized toolboxes tailored to specific applications or organisms are also available. Still, the quantity and range of assembly methods can constitute a barrier to adoption for new users, and even experienced scientists might find it difficult to discern which tools are best suited toward their goals. In this review, we provide a beginner-friendly guide to Golden Gate assembly, compare the different available standards, and detail the specific features and quirks of commonly used toolboxes. We also provide an update on the state-of-the-art in Golden Gate technology, discussing recent advances and challenges to inform existing users and promote standard practices.
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Affiliation(s)
- Jasmine
E. Bird
- School
of Computing, Faculty of Science Agriculture and Engineering, Newcastle University, Newcastle upon Tyne, NE1 7RU, United Kingdom
| | - Jon Marles-Wright
- Biosciences
Institute, Faculty of Medical Sciences, Newcastle University, Newcastle
upon Tyne, NE2 4HH, United
Kingdom
| | - Andrea Giachino
- Biosciences
Institute, Faculty of Medical Sciences, Newcastle University, Newcastle
upon Tyne, NE2 4HH, United
Kingdom
- School
of Science, Engineering & Environment, University of Salford, Salford, M5 4NT, United Kingdom
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14
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Richardson AT, Cameron RC, Stevenson LJ, Singh AJ, Lukito Y, Berry D, Nicholson MJ, Parker EJ. Biosynthesis of Nodulisporic Acids: A Multifunctional Monooxygenase Delivers a Complex and Highly Branched Array. Angew Chem Int Ed Engl 2022; 61:e202213364. [PMID: 36199176 PMCID: PMC10098816 DOI: 10.1002/anie.202213364] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2022] [Indexed: 11/11/2022]
Abstract
Nodulisporic acids (NAs) are structurally complex potent antiinsectan indole diterpenes. We previously reported the biosynthetic gene cluster for these metabolites in Hypoxylon pulicicidum and functionally characterised the first five steps of the biosynthetic pathway. Here we reveal a highly complex biosynthetic array, furnishing multiple end products through expression of cluster components in Penicillium paxilli. We show that seven additional cluster-encoded gene products comprise the biosynthetic machinery that elaborate precursor NAF in this highly branched pathway. The combined action of these enzymes delivers 37 NA congeners including four major end products, NAA, NAA1 , NAA2 and NAA4 . The plethora of intermediates arises due to modification of the carboxylated prenyl tail by a single promiscuous P450 monooxygenase, NodJ, a pivotal branchpoint enzyme which produces four distinct biosynthetic products giving rise to the complex metabolic grid that characterises NA biosynthesis.
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Affiliation(s)
- Alistair T. Richardson
- Ferrier Research Institute Victoria University of Wellington Wellington 6012 New Zealand
- Maurice Wilkins Centre for Molecular Biodiscovery New Zealand
- Centre for Biodiscovery School of Biological Sciences Victoria University of Wellington Wellington 6012 New Zealand
| | - Rosannah C. Cameron
- Ferrier Research Institute Victoria University of Wellington Wellington 6012 New Zealand
- Maurice Wilkins Centre for Molecular Biodiscovery New Zealand
- Centre for Biodiscovery School of Biological Sciences Victoria University of Wellington Wellington 6012 New Zealand
| | - Luke J. Stevenson
- Ferrier Research Institute Victoria University of Wellington Wellington 6012 New Zealand
- Maurice Wilkins Centre for Molecular Biodiscovery New Zealand
- Centre for Biodiscovery School of Biological Sciences Victoria University of Wellington Wellington 6012 New Zealand
| | - A. Jonathan Singh
- Ferrier Research Institute Victoria University of Wellington Wellington 6012 New Zealand
- Maurice Wilkins Centre for Molecular Biodiscovery New Zealand
- Centre for Biodiscovery School of Biological Sciences Victoria University of Wellington Wellington 6012 New Zealand
| | - Yonathan Lukito
- Ferrier Research Institute Victoria University of Wellington Wellington 6012 New Zealand
- Maurice Wilkins Centre for Molecular Biodiscovery New Zealand
- Centre for Biodiscovery School of Biological Sciences Victoria University of Wellington Wellington 6012 New Zealand
| | - Daniel Berry
- Ferrier Research Institute Victoria University of Wellington Wellington 6012 New Zealand
- Maurice Wilkins Centre for Molecular Biodiscovery New Zealand
- Centre for Biodiscovery School of Biological Sciences Victoria University of Wellington Wellington 6012 New Zealand
| | - Matthew J. Nicholson
- Wellington Univentures Victoria University of Wellington Wellington 6012 New Zealand
| | - Emily J. Parker
- Ferrier Research Institute Victoria University of Wellington Wellington 6012 New Zealand
- Maurice Wilkins Centre for Molecular Biodiscovery New Zealand
- Centre for Biodiscovery School of Biological Sciences Victoria University of Wellington Wellington 6012 New Zealand
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15
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Pinneh EC, van Dolleweerd CJ, Göritzer K, Drake PMW, Ma JK, Teh AY. Multiple gene expression in plants using MIDAS-P, a versatile type II restriction-based modular expression vector. Biotechnol Bioeng 2022; 119:1660-1672. [PMID: 35238400 PMCID: PMC9313558 DOI: 10.1002/bit.28073] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2021] [Revised: 02/18/2022] [Accepted: 02/21/2022] [Indexed: 11/20/2022]
Abstract
MIDAS-P is a plant expression vector with blue/white screening for iterative cloning of multiple, tandemly arranged transcription units (TUs). We have used the MIDAS-P system to investigate the expression of up to five genes encoding three anti-HIV proteins and the reporter gene DsRed in Nicotiana benthamiana plants. The anti-HIV cocktail was made up of a broadly neutralizing monoclonal antibody (VRC01), a lectin (Griffithsin), and a single-chain camelid nanobody (J3-VHH). Constructs containing different combinations of 3, 4, or 5 TUs encoding different components of the anti-HIV cocktail were assembled. Messenger RNA (mRNA) levels of the genes of interest decreased beyond two TUs. Coexpression of the RNA silencing suppressor P19 dramatically increased the overall mRNA and protein expression levels of each component. The position of individual TUs in 3 TU constructs did not affect mRNA or protein expression levels. However, their expression dropped to non-detectable levels in constructs with four or more TUs each containing the same promoter and terminator elements, with the exception of DsRed at the first or last position in 5 TU constructs. This drop was alleviated by co-expression of P19. In short, the MIDAS-P system is suitable for the simultaneous expression of multiple proteins in one construct.
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Affiliation(s)
- Elizabeth C. Pinneh
- Molecular Immunology Unit, Institute for Infection and ImmunitySt. George's University of LondonLondonUK
| | - Craig J. van Dolleweerd
- Protein Science & Engineering, Callaghan Innovation, School of Biological SciencesUniversity of CanterburyChristchurchNew Zealand
| | - Kathrin Göritzer
- Molecular Immunology Unit, Institute for Infection and ImmunitySt. George's University of LondonLondonUK
| | - Pascal M. W. Drake
- Molecular Immunology Unit, Institute for Infection and ImmunitySt. George's University of LondonLondonUK
| | - Julian K‐C. Ma
- Molecular Immunology Unit, Institute for Infection and ImmunitySt. George's University of LondonLondonUK
| | - Audrey Y‐H. Teh
- Molecular Immunology Unit, Institute for Infection and ImmunitySt. George's University of LondonLondonUK
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16
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McLellan RM, Cameron RC, Nicholson MJ, Parker EJ. Aminoacylation of Indole Diterpenes by Cluster-Specific Monomodular NRPS-like Enzymes. Org Lett 2022; 24:2332-2337. [PMID: 35315670 DOI: 10.1021/acs.orglett.2c00473] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
Decoration of the core scaffolds of indole diterpene (IDT) natural products is key to generating structural and bioactivity diversity. Aminoacylation as a tailoring step is rarely linked to terpene biosynthesis and is extremely rare in IDT biosynthesis. Through heterologous pathway reconstruction, we have illuminated the genetic and biochemical basis for the only reported examples of aminoacylation in IDT biosynthesis, demonstrating the unusual involvement of monomodular nonribosomal peptide synthetase (NRPS)-like enzymes in IDT decoration.
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Affiliation(s)
- Rose M McLellan
- Ferrier Research Institute, Victoria University of Wellington, Wellington 6012, New Zealand.,Maurice Wilkins Centre for Molecular Biodiscovery, Victoria University of Wellington, P.O. Box 600, Wellington 6012, New Zealand
| | - Rosannah C Cameron
- Ferrier Research Institute, Victoria University of Wellington, Wellington 6012, New Zealand.,Maurice Wilkins Centre for Molecular Biodiscovery, Victoria University of Wellington, P.O. Box 600, Wellington 6012, New Zealand
| | - Matthew J Nicholson
- Ferrier Research Institute, Victoria University of Wellington, Wellington 6012, New Zealand
| | - Emily J Parker
- Ferrier Research Institute, Victoria University of Wellington, Wellington 6012, New Zealand.,Maurice Wilkins Centre for Molecular Biodiscovery, Victoria University of Wellington, P.O. Box 600, Wellington 6012, New Zealand
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17
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Roux I, Chooi YH. Cre/ lox-Mediated Chromosomal Integration of Biosynthetic Gene Clusters for Heterologous Expression in Aspergillus nidulans. ACS Synth Biol 2022; 11:1186-1195. [PMID: 35168324 DOI: 10.1021/acssynbio.1c00458] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Building strains of filamentous fungi for stable long-term heterologous expression of large biosynthetic pathways is limited by the low transformation efficiency or genetic stability of current methods. Here, we developed a system for targeted chromosomal integration of large biosynthetic gene clusters in Aspergillus nidulans based on site-specific recombinase-mediated cassette exchange. We built A. nidulans strains harboring a chromosomal landing pad for Cre/lox-mediated recombination and demonstrated efficient targeted integration of a 21 kb DNA fragment in a single step. We further evaluated the integration at two loci by analyzing the expression of a fluorescent reporter and the production of a heterologous polyketide metabolite. We compared chromosomal expression at those landing loci to episomal AMA1-based expression, which also shed light on uncharacterized aspects of episomal expression in filamentous fungi. This is the first demonstration of site-specific recombinase-mediated integration in filamentous fungi, setting the foundations for the further development of this tool.
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Affiliation(s)
- Indra Roux
- School of Molecular Sciences, University of Western Australia, Perth, Western Australia 6009, Australia
| | - Yit-Heng Chooi
- School of Molecular Sciences, University of Western Australia, Perth, Western Australia 6009, Australia
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18
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Bhandari BK, Lim CS, Remus DM, Chen A, van Dolleweerd C, Gardner PP. Analysis of 11,430 recombinant protein production experiments reveals that protein yield is tunable by synonymous codon changes of translation initiation sites. PLoS Comput Biol 2021; 17:e1009461. [PMID: 34610008 PMCID: PMC8519471 DOI: 10.1371/journal.pcbi.1009461] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2021] [Revised: 10/15/2021] [Accepted: 09/19/2021] [Indexed: 12/16/2022] Open
Abstract
Recombinant protein production is a key process in generating proteins of interest in the pharmaceutical industry and biomedical research. However, about 50% of recombinant proteins fail to be expressed in a variety of host cells. Here we show that the accessibility of translation initiation sites modelled using the mRNA base-unpairing across the Boltzmann's ensemble significantly outperforms alternative features. This approach accurately predicts the successes or failures of expression experiments, which utilised Escherichia coli cells to express 11,430 recombinant proteins from over 189 diverse species. On this basis, we develop TIsigner that uses simulated annealing to modify up to the first nine codons of mRNAs with synonymous substitutions. We show that accessibility captures the key propensity beyond the target region (initiation sites in this case), as a modest number of synonymous changes is sufficient to tune the recombinant protein expression levels. We build a stochastic simulation model and show that higher accessibility leads to higher protein production and slower cell growth, supporting the idea of protein cost, where cell growth is constrained by protein circuits during overexpression.
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Affiliation(s)
- Bikash K. Bhandari
- Department of Biochemistry, School of Biomedical Sciences, University of Otago, Dunedin, New Zealand
| | - Chun Shen Lim
- Department of Biochemistry, School of Biomedical Sciences, University of Otago, Dunedin, New Zealand
| | - Daniela M. Remus
- Callaghan Innovation Protein Science and Engineering, University of Canterbury, Christchurch, New Zealand
| | - Augustine Chen
- Department of Biochemistry, School of Biomedical Sciences, University of Otago, Dunedin, New Zealand
| | - Craig van Dolleweerd
- Biomolecular Interaction Center, University of Canterbury, Christchurch, New Zealand
| | - Paul P. Gardner
- Department of Biochemistry, School of Biomedical Sciences, University of Otago, Dunedin, New Zealand
- Biomolecular Interaction Center, University of Canterbury, Christchurch, New Zealand
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19
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Currin A, Parker S, Robinson CJ, Takano E, Scrutton NS, Breitling R. The evolving art of creating genetic diversity: From directed evolution to synthetic biology. Biotechnol Adv 2021; 50:107762. [PMID: 34000294 PMCID: PMC8299547 DOI: 10.1016/j.biotechadv.2021.107762] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2020] [Revised: 04/21/2021] [Accepted: 04/25/2021] [Indexed: 12/31/2022]
Abstract
The ability to engineer biological systems, whether to introduce novel functionality or improved performance, is a cornerstone of biotechnology and synthetic biology. Typically, this requires the generation of genetic diversity to explore variations in phenotype, a process that can be performed at many levels, from single molecule targets (i.e., in directed evolution of enzymes) to whole organisms (e.g., in chassis engineering). Recent advances in DNA synthesis technology and automation have enhanced our ability to create variant libraries with greater control and throughput. This review highlights the latest developments in approaches to create such a hierarchy of diversity from the enzyme level to entire pathways in vitro, with a focus on the creation of combinatorial libraries that are required to navigate a target's vast design space successfully to uncover significant improvements in function.
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Affiliation(s)
- Andrew Currin
- Manchester Centre for Synthetic Biology of Fine and Speciality Chemicals (SYNBIOCHEM), Manchester Institute of Biotechnology, The University of Manchester, Manchester M1 7DN, United Kingdom.
| | - Steven Parker
- Manchester Centre for Synthetic Biology of Fine and Speciality Chemicals (SYNBIOCHEM), Manchester Institute of Biotechnology, The University of Manchester, Manchester M1 7DN, United Kingdom
| | - Christopher J Robinson
- Manchester Centre for Synthetic Biology of Fine and Speciality Chemicals (SYNBIOCHEM), Manchester Institute of Biotechnology, The University of Manchester, Manchester M1 7DN, United Kingdom
| | - Eriko Takano
- Manchester Centre for Synthetic Biology of Fine and Speciality Chemicals (SYNBIOCHEM), Manchester Institute of Biotechnology, The University of Manchester, Manchester M1 7DN, United Kingdom
| | - Nigel S Scrutton
- Manchester Centre for Synthetic Biology of Fine and Speciality Chemicals (SYNBIOCHEM), Manchester Institute of Biotechnology, The University of Manchester, Manchester M1 7DN, United Kingdom
| | - Rainer Breitling
- Manchester Centre for Synthetic Biology of Fine and Speciality Chemicals (SYNBIOCHEM), Manchester Institute of Biotechnology, The University of Manchester, Manchester M1 7DN, United Kingdom.
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20
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Püllmann P, Knorrscheidt A, Münch J, Palme PR, Hoehenwarter W, Marillonnet S, Alcalde M, Westermann B, Weissenborn MJ. A modular two yeast species secretion system for the production and preparative application of unspecific peroxygenases. Commun Biol 2021; 4:562. [PMID: 33980981 PMCID: PMC8115255 DOI: 10.1038/s42003-021-02076-3] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2020] [Accepted: 03/31/2021] [Indexed: 01/27/2023] Open
Abstract
Fungal unspecific peroxygenases (UPOs) represent an enzyme class catalysing versatile oxyfunctionalisation reactions on a broad substrate scope. They are occurring as secreted, glycosylated proteins bearing a haem-thiolate active site and rely on hydrogen peroxide as the oxygen source. However, their heterologous production in a fast-growing organism suitable for high throughput screening has only succeeded once-enabled by an intensive directed evolution campaign. We developed and applied a modular Golden Gate-based secretion system, allowing the first production of four active UPOs in yeast, their one-step purification and application in an enantioselective conversion on a preparative scale. The Golden Gate setup was designed to be universally applicable and consists of the three module types: i) signal peptides for secretion, ii) UPO genes, and iii) protein tags for purification and split-GFP detection. The modular episomal system is suitable for use in Saccharomyces cerevisiae and was transferred to episomal and chromosomally integrated expression cassettes in Pichia pastoris. Shake flask productions in Pichia pastoris yielded up to 24 mg/L secreted UPO enzyme, which was employed for the preparative scale conversion of a phenethylamine derivative reaching 98.6 % ee. Our results demonstrate a rapid, modular yeast secretion workflow of UPOs yielding preparative scale enantioselective biotransformations.
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Affiliation(s)
- Pascal Püllmann
- Leibniz Institute of Plant Biochemistry, Halle (Saale), Germany
| | | | - Judith Münch
- Leibniz Institute of Plant Biochemistry, Halle (Saale), Germany
| | - Paul R Palme
- Leibniz Institute of Plant Biochemistry, Halle (Saale), Germany
| | | | | | - Miguel Alcalde
- Department of Biocatalysis, Institute of Catalysis, CSIC, Madrid, Spain
| | - Bernhard Westermann
- Leibniz Institute of Plant Biochemistry, Halle (Saale), Germany
- Institute of Chemistry, Martin-Luther-University Halle-Wittenberg, Halle (Saale), Germany
| | - Martin J Weissenborn
- Leibniz Institute of Plant Biochemistry, Halle (Saale), Germany.
- Institute of Chemistry, Martin-Luther-University Halle-Wittenberg, Halle (Saale), Germany.
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21
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Pasin F. Oligonucleotide abundance biases aid design of a type IIS synthetic genomics framework with plant virome capacity. Biotechnol J 2021; 16:e2000354. [PMID: 33410597 DOI: 10.1002/biot.202000354] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2020] [Revised: 12/23/2020] [Accepted: 12/29/2020] [Indexed: 12/23/2022]
Abstract
Synthetic genomics-driven dematerialization of genetic resources facilitates flexible hypothesis testing and rapid product development. Biological sequences have compositional biases, which, I reasoned, could be exploited for engineering of enhanced synthetic genomics systems. In proof-of-concept assays reported herein, the abundance of random oligonucleotides in viral genomic components was analyzed and used for the rational design of a synthetic genomics framework with plant virome capacity (SynViP). Type IIS endonucleases with low abundance in the plant virome, as well as Golden Gate and No See'm principles were combined with DNA chemical synthesis for seamless viral clone assembly by one-step digestion-ligation. The framework described does not require subcloning steps, is insensitive to insert terminal sequences, and was used with linear and circular DNA molecules. Based on a digital template, DNA fragments were chemically synthesized and assembled by one-step cloning to yield a scar-free infectious clone of a plant virus suitable for Agrobacterium-mediated delivery. SynViP allowed rescue of a genuine virus without biological material, and has the potential to greatly accelerate biological characterization and engineering of plant viruses as well as derived biotechnological tools. Finally, computational identification of compositional biases in biological sequences might become a common standard to aid scalable biosystems design and engineering.
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Affiliation(s)
- Fabio Pasin
- School of Science, University of Padova, Padova, Italy.,Agricultural Biotechnology Research Center, Academia Sinica, Taipei, Taiwan
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22
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Wang B, Yang H, Sun J, Dou C, Huang J, Guo FB. BioMaster: An Integrated Database and Analytic Platform to Provide Comprehensive Information About BioBrick Parts. Front Microbiol 2021; 12:593979. [PMID: 33552037 PMCID: PMC7858672 DOI: 10.3389/fmicb.2021.593979] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2020] [Accepted: 01/04/2021] [Indexed: 01/25/2023] Open
Abstract
Synthetic biology seeks to create new biological parts, devices, and systems, and to reconfigure existing natural biological systems for custom-designed purposes. The standardized BioBrick parts are the foundation of synthetic biology. The incomplete and flawed metadata of BioBrick parts, however, are a major obstacle for designing genetic circuit easily, quickly, and accurately. Here, a database termed BioMaster http://www.biomaster-uestc.cn was developed to extensively complement information about BioBrick parts, which includes 47,934 items of BioBrick parts from the international Genetically Engineered Machine (iGEM) Registry with more comprehensive information integrated from 10 databases, providing corresponding information about functions, activities, interactions, and related literature. Moreover, BioMaster is also a user-friendly platform for retrieval and analyses of relevant information on BioBrick parts.
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Affiliation(s)
- Beibei Wang
- School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu, China
- Centre for Informational Biology, University of Electronic Science and Technology of China, Chengdu, China
| | - Huayi Yang
- School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu, China
| | - Jianan Sun
- School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu, China
| | - Chuhao Dou
- School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu, China
| | - Jian Huang
- School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu, China
- Centre for Informational Biology, University of Electronic Science and Technology of China, Chengdu, China
| | - Feng-Biao Guo
- School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu, China
- Centre for Informational Biology, University of Electronic Science and Technology of China, Chengdu, China
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23
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Young R, Haines M, Storch M, Freemont PS. Combinatorial metabolic pathway assembly approaches and toolkits for modular assembly. Metab Eng 2020; 63:81-101. [PMID: 33301873 DOI: 10.1016/j.ymben.2020.12.001] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2020] [Revised: 11/16/2020] [Accepted: 12/03/2020] [Indexed: 12/18/2022]
Abstract
Synthetic Biology is a rapidly growing interdisciplinary field that is primarily built upon foundational advances in molecular biology combined with engineering design principles such as modularity and interoperability. The field considers living systems as programmable at the genetic level and has been defined by the development of new platform technologies and methodological advances. A key concept driving the field is the Design-Build-Test-Learn cycle which provides a systematic framework for building new biological systems. One major application area for synthetic biology is biosynthetic pathway engineering that requires the modular assembly of different genetic regulatory elements and biosynthetic enzymes. In this review we provide an overview of modular DNA assembly and describe and compare the plethora of in vitro and in vivo assembly methods for combinatorial pathway engineering. Considerations for part design and methods for enzyme balancing are also presented, and we briefly discuss alternatives to intracellular pathway assembly including microbial consortia and cell-free systems for biosynthesis. Finally, we describe computational tools and automation for pathway design and assembly and argue that a deeper understanding of the many different variables of genetic design, pathway regulation and cellular metabolism will allow more predictive pathway design and engineering.
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Affiliation(s)
- Rosanna Young
- Department of Infectious Disease, Sir Alexander Fleming Building, South Kensington Campus, Imperial College London, SW7 2AZ, UK
| | - Matthew Haines
- Department of Infectious Disease, Sir Alexander Fleming Building, South Kensington Campus, Imperial College London, SW7 2AZ, UK
| | - Marko Storch
- Department of Infectious Disease, Sir Alexander Fleming Building, South Kensington Campus, Imperial College London, SW7 2AZ, UK; London Biofoundry, Imperial College Translation & Innovation Hub, London, W12 0BZ, UK
| | - Paul S Freemont
- Department of Infectious Disease, Sir Alexander Fleming Building, South Kensington Campus, Imperial College London, SW7 2AZ, UK; London Biofoundry, Imperial College Translation & Innovation Hub, London, W12 0BZ, UK; UK DRI Care Research and Technology Centre, Imperial College London, Hammersmith Campus, Du Cane Road, London, W12 0NN, UK.
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24
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Green KA, Berry D, Feussner K, Eaton CJ, Ram A, Mesarich CH, Solomon P, Feussner I, Scott B. Lolium perenne apoplast metabolomics for identification of novel metabolites produced by the symbiotic fungus Epichloë festucae. THE NEW PHYTOLOGIST 2020; 227:559-571. [PMID: 32155669 PMCID: PMC7317419 DOI: 10.1111/nph.16528] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/08/2019] [Accepted: 02/28/2020] [Indexed: 05/05/2023]
Abstract
Epichloë festucae is an endophytic fungus that forms a symbiotic association with Lolium perenne. Here we analysed how the metabolome of the ryegrass apoplast changed upon infection of this host with sexual and asexual isolates of E. festucae. A metabolite fingerprinting approach was used to analyse the metabolite composition of apoplastic wash fluid from uninfected and infected L. perenne. Metabolites enriched or depleted in one or both of these treatments were identified using a set of interactive tools. A genetic approach in combination with tandem MS was used to identify a novel product of a secondary metabolite gene cluster. Metabolites likely to be present in the apoplast were identified using MarVis in combination with the BioCyc and KEGG databases, and an in-house Epichloë metabolite database. We were able to identify the known endophyte-specific metabolites, peramine and epichloëcyclins, as well as a large number of unknown markers. To determine whether these methods can be applied to the identification of novel Epichloë-derived metabolites, we deleted a gene encoding a NRPS (lgsA) that is highly expressed in planta. Comparative MS analysis of apoplastic wash fluid from wild-type- vs mutant-infected plants identified a novel Leu/Ile glycoside metabolite present in the former.
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Affiliation(s)
- Kimberly A. Green
- School of Fundamental SciencesMassey UniversityPalmerston North4442New Zealand
- Bioprotection Research CentreMassey UniversityPalmerston North4442New Zealand
| | - Daniel Berry
- School of Fundamental SciencesMassey UniversityPalmerston North4442New Zealand
- Bioprotection Research CentreMassey UniversityPalmerston North4442New Zealand
| | - Kirstin Feussner
- Department of Plant BiochemistryAlbrecht von Haller Institute for Plant SciencesUniversity of GoettingenD‐37077GoettingenGermany
- Service Unit for Metabolomics and LipidomicsGoettingen Center for Molecular Biosciences (GZMB)University of GoettingenD‐37077GoettingenGermany
| | - Carla J. Eaton
- School of Fundamental SciencesMassey UniversityPalmerston North4442New Zealand
- Bioprotection Research CentreMassey UniversityPalmerston North4442New Zealand
| | - Arvina Ram
- School of Fundamental SciencesMassey UniversityPalmerston North4442New Zealand
| | - Carl H. Mesarich
- Bioprotection Research CentreMassey UniversityPalmerston North4442New Zealand
- School of Agriculture and EnvironmentMassey UniversityPalmerston North4442New Zealand
| | - Peter Solomon
- Research School of BiologyAustralian National UniversityCanberraACT0200Australia
| | - Ivo Feussner
- Department of Plant BiochemistryAlbrecht von Haller Institute for Plant SciencesUniversity of GoettingenD‐37077GoettingenGermany
- Service Unit for Metabolomics and LipidomicsGoettingen Center for Molecular Biosciences (GZMB)University of GoettingenD‐37077GoettingenGermany
- Department of Plant BiochemistryGoettingen Center for Molecular Biosciences (GZMB)University of GoettingenD‐37077GoettingenGermany
| | - Barry Scott
- School of Fundamental SciencesMassey UniversityPalmerston North4442New Zealand
- Bioprotection Research CentreMassey UniversityPalmerston North4442New Zealand
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25
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Chockalingam K, Peng Z, Vuong CN, Berghman LR, Chen Z. Golden Gate assembly with a bi-directional promoter (GBid): A simple, scalable method for phage display Fab library creation. Sci Rep 2020; 10:2888. [PMID: 32076016 PMCID: PMC7031318 DOI: 10.1038/s41598-020-59745-2] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2019] [Accepted: 02/03/2020] [Indexed: 11/09/2022] Open
Abstract
Fabs offer an attractive platform for monoclonal antibody discovery/engineering, but library construction can be cumbersome. We report a simple method – Golden Gate assembly with a bi-directional promoter (GBid) – for constructing phage display Fab libraries. In GBid, the constant domains of the Fabs are located in the backbone of the phagemid vector and the library insert comprises only the variable regions of the antibodies and a central bi-directional promoter. This vector design reduces the process of Fab library construction to “scFv-like” simplicity and the double promoter ensures robust expression of both constituent chains. To maximize the library size, the 3 fragments comprising the insert – two variable chains and one bi-directional promoter – are assembled via a 3-fragment overlap extension PCR and the insert is incorporated into the vector via a high-efficiency one-fragment, one-pot Golden Gate assembly. The reaction setup requires minimal preparatory work and enzyme quantities, making GBid highly scalable. Using GBid, we constructed a chimeric chicken-human Fab phage display library comprising 1010 variants targeting the multi-transmembrane protein human CD20 (hCD20). Selection/counter-selection on transfected whole cells yielded hCD20-specific antibodies in four rounds of panning. The simplicity and scalability of GBid makes it a powerful tool for the discovery/engineering of Fabs and IgGs.
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Affiliation(s)
- Karuppiah Chockalingam
- Department of Microbial Pathogenesis and Immunology, Texas A&M University Health Science Center, College Station, Texas, 77843, USA
| | - Zeyu Peng
- Department of Microbial Pathogenesis and Immunology, Texas A&M University Health Science Center, College Station, Texas, 77843, USA.,Biosion, Inc., Nanjing, 210061, China
| | - Christine N Vuong
- Department of Poultry Science, Texas A&M University, College Station, Texas, 77843, USA.,Department of Poultry Science, University of Arkansas, Fayetteville, Arkansas, 72703, USA
| | - Luc R Berghman
- Department of Poultry Science, Texas A&M University, College Station, Texas, 77843, USA
| | - Zhilei Chen
- Department of Microbial Pathogenesis and Immunology, Texas A&M University Health Science Center, College Station, Texas, 77843, USA.
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26
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Faber MS, Van Leuven JT, Ederer MM, Sapozhnikov Y, Wilson ZL, Wichman HA, Whitehead TA, Miller CR. Saturation Mutagenesis Genome Engineering of Infective ΦX174 Bacteriophage via Unamplified Oligo Pools and Golden Gate Assembly. ACS Synth Biol 2020; 9:125-131. [PMID: 31825605 PMCID: PMC7055157 DOI: 10.1021/acssynbio.9b00411] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
Here we present a novel protocol for the construction of saturation single-site-and massive multisite-mutant libraries of a bacteriophage. We segmented the ΦX174 genome into 14 nontoxic and nonreplicative fragments compatible with Golden Gate assembly. We next used nicking mutagenesis with oligonucleotides prepared from unamplified oligo pools with individual segments as templates to prepare near-comprehensive single-site mutagenesis libraries of genes encoding the F capsid protein (421 amino acids scanned) and G spike protein (172 amino acids scanned). Libraries possessed greater than 99% of all 11 860 programmed mutations. Golden Gate cloning was then used to assemble the complete ΦX174 mutant genome and generate libraries of infective viruses. This protocol will enable reverse genetics experiments for studying viral evolution and, with some modifications, can be applied for engineering therapeutically relevant bacteriophages with larger genomes.
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Affiliation(s)
- Matthew S. Faber
- Department of Biochemistry and Molecular Biology, Michigan State University, East Lansing, Michigan 48824, United States
| | - James T. Van Leuven
- Institute for Modeling Collaboration and Innovation, University of Idaho, Moscow, Idaho 83844, United States
- Department of Biological Sciences, University of Idaho, Moscow, Idaho 83844, United States
| | - Martina M. Ederer
- Department of Biological Sciences, University of Idaho, Moscow, Idaho 83844, United States
| | - Yesol Sapozhnikov
- Department of Biological Sciences, University of Idaho, Moscow, Idaho 83844, United States
| | - Zoë L. Wilson
- Department of Biological Sciences, University of Idaho, Moscow, Idaho 83844, United States
| | - Holly A. Wichman
- Institute for Modeling Collaboration and Innovation, University of Idaho, Moscow, Idaho 83844, United States
- Department of Biological Sciences, University of Idaho, Moscow, Idaho 83844, United States
| | - Timothy A. Whitehead
- Department of Chemical & Biological Engineering, University of Colorado, Boulder, Colorado 80303, United States
- Department of Chemical Engineering & Materials Science, Michigan State University, East Lansing, Michigan 48824, United States
| | - Craig R. Miller
- Institute for Modeling Collaboration and Innovation, University of Idaho, Moscow, Idaho 83844, United States
- Department of Biological Sciences, University of Idaho, Moscow, Idaho 83844, United States
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27
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Deng H, Bai Y, Fan TP, Zheng X, Cai Y. Advanced strategy for metabolite exploration in filamentous fungi. Crit Rev Biotechnol 2020; 40:180-198. [PMID: 31906740 DOI: 10.1080/07388551.2019.1709798] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
Filamentous fungi comprise an abundance of gene clusters that encode high-value metabolites, whereas affluent gene clusters remain silent during laboratory conditions. Complex cellular metabolism further limits these metabolite yields. Therefore, diverse strategies such as genetic engineering and chemical mutagenesis have been developed to activate these cryptic pathways and improve metabolite productivity. However, lower efficiencies of gene modifications and screen tools delayed the above processes. To address the above issues, this review describes an alternative design-construction evaluation optimization (DCEO) approach. The DCEO tool provides theoretical and practical principles to identify potential pathways, modify endogenous pathways, integrate exogenous pathways, and exploit novel pathways for their diverse metabolites and desirable productivities. This DCEO method also offers different tactics to balance the cellular metabolisms, facilitate the genetic engineering, and exploit the scalable metabolites in filamentous fungi.
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Affiliation(s)
- Huaxiang Deng
- The Key Laboratory of Industrial Biotechnology, Ministry of Education, School of Biotechnology, Jiangnan University, Wuxi, Jiangsu, China.,Center for Synthetic Biochemistry, Institute of Synthetic Biology, Shenzhen Institutes of Advanced Technologies, Shenzhen, China
| | - Yajun Bai
- College of Life Sciences, Northwest University, Xi'an, Shanxi, China
| | - Tai-Ping Fan
- Department of Pharmacology, University of Cambridge, Cambridge, UK
| | - Xiaohui Zheng
- College of Life Sciences, Northwest University, Xi'an, Shanxi, China
| | - Yujie Cai
- The Key Laboratory of Industrial Biotechnology, Ministry of Education, School of Biotechnology, Jiangnan University, Wuxi, Jiangsu, China
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28
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Golden Mutagenesis: An efficient multi-site-saturation mutagenesis approach by Golden Gate cloning with automated primer design. Sci Rep 2019; 9:10932. [PMID: 31358887 PMCID: PMC6662682 DOI: 10.1038/s41598-019-47376-1] [Citation(s) in RCA: 37] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2019] [Accepted: 06/29/2019] [Indexed: 11/19/2022] Open
Abstract
Site-directed methods for the generation of genetic diversity are essential tools in the field of directed enzyme evolution. The Golden Gate cloning technique has been proven to be an efficient tool for a variety of cloning setups. The utilization of restriction enzymes which cut outside of their recognition domain allows the assembly of multiple gene fragments obtained by PCR amplification without altering the open reading frame of the reconstituted gene. We have developed a protocol, termed Golden Mutagenesis that allows the rapid, straightforward, reliable and inexpensive construction of mutagenesis libraries. One to five amino acid positions within a coding sequence could be altered simultaneously using a protocol which can be performed within one day. To facilitate the implementation of this technique, a software library and web application for automated primer design and for the graphical evaluation of the randomization success based on the sequencing results was developed. This allows facile primer design and application of Golden Mutagenesis also for laboratories, which are not specialized in molecular biology.
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29
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Van de Bittner KC, Cameron RC, Bustamante LY, Bundela R, Kessans SA, Vorster J, Nicholson MJ, Parker EJ. Nodulisporic acid E biosynthesis: in vivo characterisation of NodD1, an indole-diterpene prenyltransferase that acts on an emindole SB derived indole-diterpene scaffold. MEDCHEMCOMM 2019; 10:1160-1164. [PMID: 31391888 PMCID: PMC6640557 DOI: 10.1039/c9md00143c] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/08/2019] [Accepted: 05/22/2019] [Indexed: 11/21/2022]
Abstract
Prenylation of aromatic compounds is a key tailoring reaction in biosynthesis of bioactive indole-diterpenes. Here, we identify NodD1 as the enzyme responsible for the bisprenylation of nodulisporic acid F. This prenyltransferase showed a preference for its natural indole-diterpene substrate whereas other related enzymes were not able to catalyse this conversion.
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Affiliation(s)
- Kyle C Van de Bittner
- Ferrier Research Institute , Victoria University of Wellington , Kelburn , Wellington 6012 , New Zealand . ;
| | - Rosannah C Cameron
- Ferrier Research Institute , Victoria University of Wellington , Kelburn , Wellington 6012 , New Zealand . ;
| | - Leyla Y Bustamante
- Ferrier Research Institute , Victoria University of Wellington , Kelburn , Wellington 6012 , New Zealand . ;
| | - Rudranuj Bundela
- Ferrier Research Institute , Victoria University of Wellington , Kelburn , Wellington 6012 , New Zealand . ;
| | - Sarah A Kessans
- Biomolecular Interaction Centre and School of Biological Sciences , University of Canterbury , PO Box 4800 , Christchurch 8140 , New Zealand
| | - Jan Vorster
- School of Chemical and Physical Sciences , Victoria University of Wellington , PO Box 6012 , Wellington , New Zealand
| | - Matthew J Nicholson
- Ferrier Research Institute , Victoria University of Wellington , Kelburn , Wellington 6012 , New Zealand . ;
| | - Emily J Parker
- Ferrier Research Institute , Victoria University of Wellington , Kelburn , Wellington 6012 , New Zealand . ;
- Maurice Wilkins Centre for Molecular Biodiscovery , New Zealand
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30
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Weihmann R, Domröse A, Drepper T, Jaeger KE, Loeschcke A. Protocols for yTREX/Tn5-based gene cluster expression in Pseudomonas putida. Microb Biotechnol 2019; 13:250-262. [PMID: 31162833 PMCID: PMC6922528 DOI: 10.1111/1751-7915.13402] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2019] [Revised: 02/25/2019] [Accepted: 03/08/2019] [Indexed: 11/30/2022] Open
Abstract
Bacterial gene clusters, which represent a genetic treasure trove for secondary metabolite pathways, often need to be activated in a heterologous host to access the valuable biosynthetic products. We provide here a detailed protocol for the application of the yTREX ‘gene cluster transplantation tool’: Via yeast recombinational cloning, a gene cluster of interest can be cloned in the yTREX vector, which enables the robust conjugational transfer of the gene cluster to bacteria like Pseudomonas putida, and their subsequent transposon Tn5‐based insertion into the host chromosome. Depending on the gene cluster architecture and chromosomal insertion site, the respective pathway genes can be transcribed effectively from a chromosomal promoter, thereby enabling the biosynthesis of a natural product. We describe workflows for the design of a gene cluster expression cassette, cloning of the cassette in the yTREX vector by yeast recombineering, and subsequent transfer and expression in P. putida. As an example for yTREX‐based transplantation of a natural product biosynthesis, we provide details on the cloning and activation of the phenazine‐1‐carboxylic acid biosynthetic genes from Pseudomonas aeruginosa in P. putidaKT2440 as well as the use of β‐galactosidase‐encoding lacZ as a reporter of production levels.
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Affiliation(s)
- Robin Weihmann
- Institute of Molecular Enzyme Technology, Heinrich-Heine-University Düsseldorf, Forschungszentrum Jülich, Jülich, Germany
| | - Andreas Domröse
- Institute of Medical Microbiology and Hospital Hygiene, Heinrich-Heine-University, Düsseldorf, Germany
| | - Thomas Drepper
- Institute of Molecular Enzyme Technology, Heinrich-Heine-University Düsseldorf, Forschungszentrum Jülich, Jülich, Germany
| | - Karl-Erich Jaeger
- Institute of Molecular Enzyme Technology, Heinrich-Heine-University Düsseldorf, Forschungszentrum Jülich, Jülich, Germany
| | - Anita Loeschcke
- Institute of Molecular Enzyme Technology, Heinrich-Heine-University Düsseldorf, Forschungszentrum Jülich, Jülich, Germany
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31
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Gerasymenko I, Sheludko Y, Fräbel S, Staniek A, Warzecha H. Combinatorial biosynthesis of small molecules in plants: Engineering strategies and tools. Methods Enzymol 2019; 617:413-442. [PMID: 30784411 DOI: 10.1016/bs.mie.2018.12.005] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Biosynthetic capacity of plants, rooted in a near inexhaustible supply of photosynthetic energy and founded upon an intricate matrix of metabolic networks, makes them versatile chemists producing myriad specialized compounds. Along with tremendous success in elucidation of several plant biosynthetic routes, their reestablishment in heterologous hosts has been a hallmark of recent bioengineering endeavors. However, current efforts in the field are, in the main, aimed at grafting the pathways to fermentable recipient organisms, like bacteria or yeast. Conversely, while harboring orthologous metabolic trails, select plant species now emerge as viable vehicles for mobilization and engineering of complex biosynthetic pathways. Their distinctive features, like intricate cell compartmentalization and formation of specialized production and storage structures on tissue and organ level, make plants an especially promising chassis for the manufacture of considerable amounts of high-value natural small molecules. Inspired by the fundamental tenets of synthetic biology, capitalizing on the versatility of the transient plant transformation system, and drawing on the unique compartmentation of plant cells, we explore combinatorial approaches affording production of natural and new-to-nature, bespoke chemicals of potential importance. Here, we focus on the transient engineering of P450 monooxygenases, alone or in concert with other orthogonal catalysts, like tryptophan halogenases.
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Affiliation(s)
- Iryna Gerasymenko
- Plant Biotechnology and Metabolic Engineering, Technische Universität Darmstadt, Darmstadt, Germany
| | - Yuriy Sheludko
- Plant Biotechnology and Metabolic Engineering, Technische Universität Darmstadt, Darmstadt, Germany
| | - Sabine Fräbel
- Plant Biotechnology and Metabolic Engineering, Technische Universität Darmstadt, Darmstadt, Germany
| | - Agata Staniek
- Plant Biotechnology and Metabolic Engineering, Technische Universität Darmstadt, Darmstadt, Germany
| | - Heribert Warzecha
- Plant Biotechnology and Metabolic Engineering, Technische Universität Darmstadt, Darmstadt, Germany.
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32
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Kozák L, Szilágyi Z, Tóth L, Pócsi I, Molnár I. Tremorgenic and neurotoxic paspaline-derived indole-diterpenes: biosynthetic diversity, threats and applications. Appl Microbiol Biotechnol 2019; 103:1599-1616. [PMID: 30613899 DOI: 10.1007/s00253-018-09594-x] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2018] [Revised: 12/15/2018] [Accepted: 12/20/2018] [Indexed: 12/18/2022]
Abstract
Indole-diterpenes (IDTs) such as the aflatrems, janthitrems, lolitrems, paspalitrems, penitrems, shearinines, sulpinines, and terpendoles are biogenetically related but structurally varied tremorgenic and neurotoxic mycotoxins produced by fungi. All these metabolites derive from the biosynthetic intermediate paspaline, a frequently occurring IDT on its own right. In this comprehensive review, we highlight the similarities and differences of the IDT biosynthetic pathways that lead to the generation of the main paspaline-derived IDT subgroups. We survey the taxonomic distribution and the regulation of IDT production in various fungi and compare the organization of the known IDT biosynthetic gene clusters. A detailed assessment of the highly diverse biological activities of these mycotoxins leads us to emphasize the significant losses that paspaline-derived IDTs cause in agriculture, and compels us to warn about the various hazards they represent towards human and livestock health. Conversely, we also describe the potential utility of these versatile molecules as lead compounds for pharmaceutical drug discovery, and examine the prospects for their industrial scale manufacture in genetically manipulated IDT producers or domesticated host microorganisms in synthetic biological production systems.
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Affiliation(s)
- László Kozák
- Department of Molecular Biotechnology and Microbiology, Institute of Biotechnology, Faculty of Science and Technology, University of Debrecen, Debrecen, Hungary
- Teva Pharmaceutical Works Ltd., Debrecen, Hungary
| | | | - László Tóth
- Teva Pharmaceutical Works Ltd., Debrecen, Hungary
| | - István Pócsi
- Department of Molecular Biotechnology and Microbiology, Institute of Biotechnology, Faculty of Science and Technology, University of Debrecen, Debrecen, Hungary.
| | - István Molnár
- Department of Molecular Biotechnology and Microbiology, Institute of Biotechnology, Faculty of Science and Technology, University of Debrecen, Debrecen, Hungary.
- Southwest Center for Natural Products Research, School of Natural Resources and the Environment, University of Arizona, Tucson, USA.
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33
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Potapov V, Ong JL, Kucera RB, Langhorst BW, Bilotti K, Pryor JM, Cantor EJ, Canton B, Knight TF, Evans TC, Lohman GJS. Comprehensive Profiling of Four Base Overhang Ligation Fidelity by T4 DNA Ligase and Application to DNA Assembly. ACS Synth Biol 2018; 7:2665-2674. [PMID: 30335370 DOI: 10.1021/acssynbio.8b00333] [Citation(s) in RCA: 110] [Impact Index Per Article: 15.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
Synthetic biology relies on the manufacture of large and complex DNA constructs from libraries of genetic parts. Golden Gate and other Type IIS restriction enzyme-dependent DNA assembly methods enable rapid construction of genes and operons through one-pot, multifragment assembly, with the ordering of parts determined by the ligation of Watson-Crick base-paired overhangs. However, ligation of mismatched overhangs leads to erroneous assembly, and low-efficiency Watson Crick pairings can lead to truncated assemblies. Using sets of empirically vetted, high-accuracy junction pairs avoids this issue but limits the number of parts that can be joined in a single reaction. Here, we report the use of comprehensive end-joining ligation fidelity and bias data to predict high accuracy junction sets for Golden Gate assembly. The ligation profile accurately predicted junction fidelity in ten-fragment Golden Gate assembly reactions and enabled accurate and efficient assembly of a lac cassette from up to 24-fragments in a single reaction.
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Affiliation(s)
- Vladimir Potapov
- Research Department, New England Biolabs, Ipswich, Massachusetts 01938, United States
| | - Jennifer L. Ong
- Research Department, New England Biolabs, Ipswich, Massachusetts 01938, United States
| | - Rebecca B. Kucera
- Applications and Product Development, New England Biolabs, Ipswich, Massachusetts 01938, United States
| | - Bradley W. Langhorst
- Applications and Product Development, New England Biolabs, Ipswich, Massachusetts 01938, United States
| | - Katharina Bilotti
- Research Department, New England Biolabs, Ipswich, Massachusetts 01938, United States
| | - John M. Pryor
- Research Department, New England Biolabs, Ipswich, Massachusetts 01938, United States
| | - Eric J. Cantor
- Applications and Product Development, New England Biolabs, Ipswich, Massachusetts 01938, United States
| | - Barry Canton
- Ginkgo Bioworks, Boston, Massachusetts 02210, United States
| | | | - Thomas C. Evans
- Research Department, New England Biolabs, Ipswich, Massachusetts 01938, United States
| | - Gregory J. S. Lohman
- Research Department, New England Biolabs, Ipswich, Massachusetts 01938, United States
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