1
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Surwase AJ, Thakur NL. Production of marine-derived bioactive peptide molecules for industrial applications: A reverse engineering approach. Biotechnol Adv 2024; 77:108449. [PMID: 39260778 DOI: 10.1016/j.biotechadv.2024.108449] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2023] [Revised: 06/28/2024] [Accepted: 09/07/2024] [Indexed: 09/13/2024]
Abstract
This review examines a wide range of marine microbial-derived bioactive peptide molecules, emphasizing the significance of reverse engineering in their production. The discussion encompasses the advancements in Marine Natural Products (MNPs) bio-manufacturing through the integration of omics-driven microbial engineering and bioinformatics. The distinctive features of non-ribosomally synthesised peptides (NRPs), and ribosomally synthesised precursor peptides (RiPP) biosynthesis is elucidated and presented. Additionally, the article delves into the origins of common peptide modifications. It highlights various genome mining approaches for the targeted identification of Biosynthetic Gene Clusters (BGCs) and novel RiPP and NRPs-derived peptides. The review aims to demonstrate the advancements, prospects, and obstacles in engineering both RiPP and NRP biosynthetic pathways.
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Affiliation(s)
- Akash J Surwase
- CSIR-National Institute of Oceanography, Dona Paula 403004, Goa, India; Academy of Scientific and Innovative Research (AcSIR), Ghaziabad 201002, India.
| | - Narsinh L Thakur
- CSIR-National Institute of Oceanography, Dona Paula 403004, Goa, India; Academy of Scientific and Innovative Research (AcSIR), Ghaziabad 201002, India.
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2
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Yin M, Xie L, Chen K, Zhang L, Yue Q, Wang C, Zeng J, Hao X, Gu X, Molnár I, Xu Y. Re-Engineering Fungal Nonribosomal Peptide Synthetases by Module Dissection and Duplicated Thiolation Domains. Angew Chem Int Ed Engl 2024; 63:e202406360. [PMID: 38822735 DOI: 10.1002/anie.202406360] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2024] [Revised: 05/31/2024] [Accepted: 05/31/2024] [Indexed: 06/03/2024]
Abstract
Unnatural product (uNP) nonribosomal peptides promise to be a valuable source of pharmacophores for drug discovery. However, the extremely large size and complexity of the nonribosomal peptide synthetase (NRPS) enzymes pose formidable challenges to the production of such uNPs by combinatorial biosynthesis and synthetic biology. Here we report a new NRPS dissection strategy that facilitates the engineering and heterologous production of these NRPSs. This strategy divides NRPSs into "splitting units", each forming an enzyme subunit that contains catalytically independent modules. Functional collaboration between the subunits is then facilitated by artificially duplicating, at the N-terminus of the downstream subunit, the linker - thiolation domain - linker fragment that is resident at the C-terminus of the upstream subunit. Using the suggested split site that follows a conserved motif in the linker connecting the adenylation and the thiolation domains allows cognate or chimeric splitting unit pairs to achieve productivities that match, and in many cases surpass those of hybrid chimeric enzymes, and even those of intact NRPSs, upon production in a heterologous chassis. Our strategy provides facile options for the rational engineering of fungal NRPSs and for the combinatorial reprogramming of nonribosomal peptide production.
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Affiliation(s)
- Miaomiao Yin
- National Key Laboratory of Agricultural Microbiology, Biotechnology Research Institute, The Chinese Academy of Agricultural Sciences, 12 Zhongguancun South Street, Beijing, 100081, P.R. China
| | - Linan Xie
- National Key Laboratory of Agricultural Microbiology, Biotechnology Research Institute, The Chinese Academy of Agricultural Sciences, 12 Zhongguancun South Street, Beijing, 100081, P.R. China
- Zhongyuan Research Center, The Chinese Academy of Agricultural Sciences, Xinxiang, 453000, P.R. China
| | - Kang Chen
- National Key Laboratory of Agricultural Microbiology, Biotechnology Research Institute, The Chinese Academy of Agricultural Sciences, 12 Zhongguancun South Street, Beijing, 100081, P.R. China
| | - Liwen Zhang
- National Key Laboratory of Agricultural Microbiology, Biotechnology Research Institute, The Chinese Academy of Agricultural Sciences, 12 Zhongguancun South Street, Beijing, 100081, P.R. China
- Zhongyuan Research Center, The Chinese Academy of Agricultural Sciences, Xinxiang, 453000, P.R. China
| | - Qun Yue
- National Key Laboratory of Agricultural Microbiology, Biotechnology Research Institute, The Chinese Academy of Agricultural Sciences, 12 Zhongguancun South Street, Beijing, 100081, P.R. China
- Zhongyuan Research Center, The Chinese Academy of Agricultural Sciences, Xinxiang, 453000, P.R. China
| | - Chen Wang
- National Key Laboratory of Agricultural Microbiology, Biotechnology Research Institute, The Chinese Academy of Agricultural Sciences, 12 Zhongguancun South Street, Beijing, 100081, P.R. China
- Zhongyuan Research Center, The Chinese Academy of Agricultural Sciences, Xinxiang, 453000, P.R. China
| | - Juntian Zeng
- National Key Laboratory of Agricultural Microbiology, Biotechnology Research Institute, The Chinese Academy of Agricultural Sciences, 12 Zhongguancun South Street, Beijing, 100081, P.R. China
| | - Xiaoyang Hao
- National Key Laboratory of Agricultural Microbiology, Biotechnology Research Institute, The Chinese Academy of Agricultural Sciences, 12 Zhongguancun South Street, Beijing, 100081, P.R. China
| | - Xiaofeng Gu
- National Key Laboratory of Agricultural Microbiology, Biotechnology Research Institute, The Chinese Academy of Agricultural Sciences, 12 Zhongguancun South Street, Beijing, 100081, P.R. China
| | - István Molnár
- VTT Technical Research Centre of Finland, Espoo, 02150, Finland
| | - Yuquan Xu
- National Key Laboratory of Agricultural Microbiology, Biotechnology Research Institute, The Chinese Academy of Agricultural Sciences, 12 Zhongguancun South Street, Beijing, 100081, P.R. China
- Zhongyuan Research Center, The Chinese Academy of Agricultural Sciences, Xinxiang, 453000, P.R. China
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3
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Folger IB, Frota NF, Pistofidis A, Niquille DL, Hansen DA, Schmeing TM, Hilvert D. High-throughput reprogramming of an NRPS condensation domain. Nat Chem Biol 2024; 20:761-769. [PMID: 38308044 PMCID: PMC11142918 DOI: 10.1038/s41589-023-01532-x] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2023] [Accepted: 12/19/2023] [Indexed: 02/04/2024]
Abstract
Engineered biosynthetic assembly lines could revolutionize the sustainable production of bioactive natural product analogs. Although yeast display is a proven, powerful tool for altering the substrate specificity of gatekeeper adenylation domains in nonribosomal peptide synthetases (NRPSs), comparable strategies for other components of these megaenzymes have not been described. Here we report a high-throughput approach for engineering condensation (C) domains responsible for peptide elongation. We show that a 120-kDa NRPS module, displayed in functional form on yeast, can productively interact with an upstream module, provided in solution, to produce amide products tethered to the yeast surface. Using this system to screen a large C-domain library, we reprogrammed a surfactin synthetase module to accept a fatty acid donor, increasing catalytic efficiency for this noncanonical substrate >40-fold. Because C domains can function as selectivity filters in NRPSs, this methodology should facilitate the precision engineering of these molecular assembly lines.
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Affiliation(s)
- Ines B Folger
- Laboratory of Organic Chemistry, ETH Zurich, Zurich, Switzerland
| | - Natália F Frota
- Department of Biochemistry and Centre de Recherche en Biologie Structurale, McGill University, Montréal, Quebec, Canada
| | - Angelos Pistofidis
- Department of Biochemistry and Centre de Recherche en Biologie Structurale, McGill University, Montréal, Quebec, Canada
| | - David L Niquille
- Laboratory of Organic Chemistry, ETH Zurich, Zurich, Switzerland
| | - Douglas A Hansen
- Laboratory of Organic Chemistry, ETH Zurich, Zurich, Switzerland
| | - T Martin Schmeing
- Department of Biochemistry and Centre de Recherche en Biologie Structurale, McGill University, Montréal, Quebec, Canada
| | - Donald Hilvert
- Laboratory of Organic Chemistry, ETH Zurich, Zurich, Switzerland.
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4
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Bozhüyük KAJ, Präve L, Kegler C, Schenk L, Kaiser S, Schelhas C, Shi YN, Kuttenlochner W, Schreiber M, Kandler J, Alanjary M, Mohiuddin TM, Groll M, Hochberg GKA, Bode HB. Evolution-inspired engineering of nonribosomal peptide synthetases. Science 2024; 383:eadg4320. [PMID: 38513038 DOI: 10.1126/science.adg4320] [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: 12/23/2022] [Accepted: 02/09/2024] [Indexed: 03/23/2024]
Abstract
Many clinically used drugs are derived from or inspired by bacterial natural products that often are produced through nonribosomal peptide synthetases (NRPSs), megasynthetases that activate and join individual amino acids in an assembly line fashion. In this work, we describe a detailed phylogenetic analysis of several bacterial NRPSs that led to the identification of yet undescribed recombination sites within the thiolation (T) domain that can be used for NRPS engineering. We then developed an evolution-inspired "eXchange Unit between T domains" (XUT) approach, which allows the assembly of NRPS fragments over a broad range of GC contents, protein similarities, and extender unit specificities, as demonstrated for the specific production of a proteasome inhibitor designed and assembled from five different NRPS fragments.
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Affiliation(s)
- Kenan A J Bozhüyük
- Max Planck Institute for Terrestrial Microbiology, Department of Natural Products in Organismic Interactions, 35043 Marburg, Germany
- Molecular Biotechnology, Department of Biosciences, Goethe-University Frankfurt, 60438 Frankfurt, Germany
- Myria Biosciences AG, Tech Park Basel, Hochbergstrasse 60C, 4057 Basel, Switzerland
| | - Leonard Präve
- Max Planck Institute for Terrestrial Microbiology, Department of Natural Products in Organismic Interactions, 35043 Marburg, Germany
- Molecular Biotechnology, Department of Biosciences, Goethe-University Frankfurt, 60438 Frankfurt, Germany
| | - Carsten Kegler
- Max Planck Institute for Terrestrial Microbiology, Department of Natural Products in Organismic Interactions, 35043 Marburg, Germany
- Molecular Biotechnology, Department of Biosciences, Goethe-University Frankfurt, 60438 Frankfurt, Germany
| | - Leonie Schenk
- Max Planck Institute for Terrestrial Microbiology, Department of Natural Products in Organismic Interactions, 35043 Marburg, Germany
- Molecular Biotechnology, Department of Biosciences, Goethe-University Frankfurt, 60438 Frankfurt, Germany
| | - Sebastian Kaiser
- Max Planck Institute for Terrestrial Microbiology, Department of Natural Products in Organismic Interactions, 35043 Marburg, Germany
- Evolutionary Biochemistry Group, Max Planck Institute for Terrestrial Microbiology, 35043 Marburg, Germany
| | - Christian Schelhas
- Max Planck Institute for Terrestrial Microbiology, Department of Natural Products in Organismic Interactions, 35043 Marburg, Germany
| | - Yan-Ni Shi
- Molecular Biotechnology, Department of Biosciences, Goethe-University Frankfurt, 60438 Frankfurt, Germany
| | - Wolfgang Kuttenlochner
- Chair of Biochemistry, Center for Protein Assemblies, Technical University of Munich, Ernst-Otto-Fischer-Straße 8, 85748 Garching, Germany
| | - Max Schreiber
- Max Planck Institute for Terrestrial Microbiology, Department of Natural Products in Organismic Interactions, 35043 Marburg, Germany
- Molecular Biotechnology, Department of Biosciences, Goethe-University Frankfurt, 60438 Frankfurt, Germany
| | - Joshua Kandler
- Molecular Biotechnology, Department of Biosciences, Goethe-University Frankfurt, 60438 Frankfurt, Germany
| | - Mohammad Alanjary
- Bioinformatics Group, Wageningen University, Droevendaalsesteeg 1, 6708PB Wageningen, The Netherlands
| | - T M Mohiuddin
- Molecular Biotechnology, Department of Biosciences, Goethe-University Frankfurt, 60438 Frankfurt, Germany
| | - Michael Groll
- Chair of Biochemistry, Center for Protein Assemblies, Technical University of Munich, Ernst-Otto-Fischer-Straße 8, 85748 Garching, Germany
| | - Georg K A Hochberg
- Evolutionary Biochemistry Group, Max Planck Institute for Terrestrial Microbiology, 35043 Marburg, Germany
- Center for Synthetic Microbiology (SYNMIKRO), Phillips University Marburg, 35043 Marburg, Germany
- Department of Chemistry, Phillips University Marburg, 35043 Marburg, Germany
| | - Helge B Bode
- Max Planck Institute for Terrestrial Microbiology, Department of Natural Products in Organismic Interactions, 35043 Marburg, Germany
- Molecular Biotechnology, Department of Biosciences, Goethe-University Frankfurt, 60438 Frankfurt, Germany
- Center for Synthetic Microbiology (SYNMIKRO), Phillips University Marburg, 35043 Marburg, Germany
- Department of Chemistry, Phillips University Marburg, 35043 Marburg, Germany
- LOEWE Centre for Translational Biodiversity Genomics (LOEWE-TBG) & Senckenberg Gesellschaft für Naturforschung, 60325 Frankfurt, Germany
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5
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Zhang K, Kries H. Biomimetic engineering of nonribosomal peptide synthesis. Biochem Soc Trans 2023; 51:1521-1532. [PMID: 37409512 DOI: 10.1042/bst20221264] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2023] [Revised: 06/14/2023] [Accepted: 06/16/2023] [Indexed: 07/07/2023]
Abstract
Nonribosomal peptides (NRPs) have gained attention due to their diverse biological activities and potential applications in medicine and agriculture. The natural diversity of NRPs is a result of evolutionary processes that have occurred over millions of years. Recent studies have shed light on the mechanisms by which nonribosomal peptide synthetases (NRPSs) evolve, including gene duplication, recombination, and horizontal transfer. Mimicking natural evolution could be a useful strategy for engineering NRPSs to produce novel compounds with desired properties. Furthermore, the emergence of antibiotic-resistant bacteria has highlighted the urgent need for new drugs, and NRPs represent a promising avenue for drug discovery. This review discusses the engineering potential of NRPSs in light of their evolutionary history.
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Affiliation(s)
- Kexin Zhang
- Junior Research Group Biosynthetic Design of Natural Products, Leibniz Institute for Natural Product Research and Infection Biology, Hans Knöll Institute (HKI Jena), 07745 Jena, Germany
| | - Hajo Kries
- Junior Research Group Biosynthetic Design of Natural Products, Leibniz Institute for Natural Product Research and Infection Biology, Hans Knöll Institute (HKI Jena), 07745 Jena, Germany
- Organic Chemistry I, University of Bayreuth, 95440 Bayreuth, Germany
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6
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Abbood N, Effert J, Bozhueyuek KAJ, Bode HB. Guidelines for Optimizing Type S Nonribosomal Peptide Synthetases. ACS Synth Biol 2023; 12:2432-2443. [PMID: 37523786 PMCID: PMC10443035 DOI: 10.1021/acssynbio.3c00295] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2023] [Indexed: 08/02/2023]
Abstract
Bacterial biosynthetic assembly lines, such as nonribosomal peptide synthetases (NRPSs) and polyketide synthases (PKSs), play a crucial role in the synthesis of natural products that have significant therapeutic potential. The ability to engineer these biosynthetic assembly lines offers opportunities to produce artificial nonribosomal peptides, polyketides, and their hybrids with improved properties. In this study, we introduced a synthetic NRPS variant, termed type S NRPS, which simplifies the engineering process and enables biocombinatorial approaches for generating nonribosomal peptide libraries in a parallelized high-throughput manner. However, initial generations of type S NRPSs exhibited a bottleneck that led to significantly reduced production yields. To address this challenge, we employed two optimization strategies. First, we truncated SYNZIPs from the N- and/or C-terminus of the NRPS. SYNZIPs comprise a large set of well-characterized synthetic protein interaction reagents. Second, we incorporated a structurally flexible glycine-serine linker between the NRPS protein and the attached SYNZIP, aiming to improve dynamic domain-domain interactions. Through an iterative optimization process, we achieved remarkable improvements in production yields, with titer increases of up to 55-fold compared to the nonoptimized counterparts. These optimizations successfully restored production levels of type S NRPSs to those observed in wild-type NRPSs and even surpassed them. Overall, our findings demonstrate the potential of engineering bacterial biosynthetic assembly lines for the production of artificial nonribosomal peptides. In addition, optimizing the SYNZIP toolbox can have valuable implications for diverse applications in synthetic biology, such as metabolic engineering, cell signaling studies, or engineering of other multienzyme complexes, such as PKSs.
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Affiliation(s)
- Nadya Abbood
- Max-Planck-Institute
for Terrestrial Microbiology, Department of Natural Products in Organismic Interactions, 35043 Marburg, Germany
- Molecular
Biotechnology, Institute of Molecular Biosciences, Goethe University Frankfurt, 60438 Frankfurt am Main, Germany
| | - Juliana Effert
- Max-Planck-Institute
for Terrestrial Microbiology, Department of Natural Products in Organismic Interactions, 35043 Marburg, Germany
| | - Kenan A. J. Bozhueyuek
- Max-Planck-Institute
for Terrestrial Microbiology, Department of Natural Products in Organismic Interactions, 35043 Marburg, Germany
- Molecular
Biotechnology, Institute of Molecular Biosciences, Goethe University Frankfurt, 60438 Frankfurt am Main, Germany
- Myria
Biosciences AG, Mattenstrasse
26, 4058 Basel, Switzerland
| | - Helge B. Bode
- Max-Planck-Institute
for Terrestrial Microbiology, Department of Natural Products in Organismic Interactions, 35043 Marburg, Germany
- Molecular
Biotechnology, Institute of Molecular Biosciences, Goethe University Frankfurt, 60438 Frankfurt am Main, Germany
- Chemical
Biology, Department of Chemistry, Philipps-University
Marburg, 35043 Marburg, Germany
- Senckenberg
Gesellschaft für Naturforschung, 60325 Frankfurt am Main, Germany
- Center for
Synthetic Microbiology (SYNMIKRO), Phillips
University Marburg, 35043 Marburg, Germany
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7
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Abbood N, Präve L, Bozhueyuek KAJ, Bode HB. A Practical Guideline to Engineering Nonribosomal Peptide Synthetases. Methods Mol Biol 2023; 2670:219-234. [PMID: 37184707 DOI: 10.1007/978-1-0716-3214-7_11] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/16/2023]
Abstract
The bioengineering of nonribosomal peptide synthetases (NRPSs) is a rapidly developing field to access natural product derivatives and new-to-nature natural products like scaffolds with changed or improved properties. However, the rational (re-)design of these often gigantic assembly-line proteins is by no means trivial and needs in-depth insights into structural flexibility, inter-domain communication, and the role of proofreading by catalytic domains-so it is not surprising that most previous rational reprogramming efforts have been met with limited success. With this practical guide, the result of nearly one decade of NRPS engineering in the Bode lab, we provide valuable insights into the strategies we have developed during this time for the successful engineering and cloning of these fascinating molecular machines.
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Affiliation(s)
- Nadya Abbood
- Max-Planck-Institute for Terrestrial Microbiology, Department of Natural Products in Organismic Interactions, Marburg, Germany
- Molecular Biotechnology, Department of Biosciences, Goethe University Frankfurt, Frankfurt am Main, Germany
| | - Leonard Präve
- Max-Planck-Institute for Terrestrial Microbiology, Department of Natural Products in Organismic Interactions, Marburg, Germany
- Molecular Biotechnology, Department of Biosciences, Goethe University Frankfurt, Frankfurt am Main, Germany
| | - Kenan A J Bozhueyuek
- Max-Planck-Institute for Terrestrial Microbiology, Department of Natural Products in Organismic Interactions, Marburg, Germany.
- Molecular Biotechnology, Department of Biosciences, Goethe University Frankfurt, Frankfurt am Main, Germany.
- Myria Biosciences AG, Basel, Switzerland.
| | - Helge B Bode
- Max-Planck-Institute for Terrestrial Microbiology, Department of Natural Products in Organismic Interactions, Marburg, Germany.
- Molecular Biotechnology, Department of Biosciences, Goethe University Frankfurt, Frankfurt am Main, Germany.
- Philipps-Universität Marburg, Chemische Biologie, Marburg, Germany.
- Senckenberg Gesellschaft für Naturforschung, Frankfurt, Germany.
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