1
|
Li K, Cho YI, Tran MA, Wiedemann C, Zhang S, Koweek RS, Hoàng NK, Hamrick GS, Bowen MA, Kokona B, Stallforth P, Beld J, Hellmich UA, Charkoudian LK. Strategic Acyl Carrier Protein Engineering Enables Functional Type II Polyketide Synthase Reconstitution In Vitro. ACS Chem Biol 2025; 20:197-207. [PMID: 39745931 PMCID: PMC11744666 DOI: 10.1021/acschembio.4c00678] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2024] [Revised: 12/02/2024] [Accepted: 12/16/2024] [Indexed: 01/04/2025]
Abstract
Microbial polyketides represent a structurally diverse class of secondary metabolites with medicinally relevant properties. Aromatic polyketides are produced by type II polyketide synthase (PKS) systems, each minimally composed of a ketosynthase-chain length factor (KS-CLF) and a phosphopantetheinylated acyl carrier protein (holo-ACP). Although type II PKSs are found throughout the bacterial kingdom, and despite their importance to strategic bioengineering, type II PKSs have not been well-studied in vitro. In cases where the KS-CLF can be accessed via E. coli heterologous expression, often the cognate ACPs are not activatable by the broad specificity Bacillus subtilis surfactin-producing phosphopantetheinyl transferase (PPTase) Sfp and, conversely, in systems where the ACP can be activated by Sfp, the corresponding KS-CLF is typically not readily obtained. Here, we report the high-yield heterologous expression of both cyanobacterial Gloeocapsa sp. PCC 7428 minimal type II PKS (gloPKS) components in E. coli, which allowed us to study this minimal type II PKS in vitro. Initially, neither the cognate PPTase nor Sfp converted gloACP to its active holo state. However, by examining sequence differences between Sfp-compatible and -incompatible ACPs, we identified two conserved residues in gloACP that, when mutated, enabled high-yield phosphopantetheinylation of gloACP by Sfp. Using analogous mutations, other previously Sfp-incompatible type II PKS ACPs from different bacterial phyla were also rendered activatable by Sfp. This demonstrates the generalizability of our approach and breaks down a longstanding barrier to type II PKS studies and the exploration of complex biosynthetic pathways.
Collapse
Affiliation(s)
- Kevin Li
- Department
of Chemistry, Haverford College, Haverford, Pennsylvania 19041, United States
| | - Yae In Cho
- Department
of Chemistry, Haverford College, Haverford, Pennsylvania 19041, United States
| | - Mai Anh Tran
- Faculty
of Chemistry and Earth Sciences, Institute for Organic Chemistry and
Macromolecular Chemistry, Friedrich Schiller
University Jena, 07743 Jena, Germany
- Department
of Paleobiotechnology, Leibniz Institute
for Natural Product Research and Infection Biology, Hans Knöll
Institute, 07745 Jena, Germany
| | - Christoph Wiedemann
- Faculty
of Chemistry and Earth Sciences, Institute for Organic Chemistry and
Macromolecular Chemistry, Friedrich Schiller
University Jena, 07743 Jena, Germany
| | - Shuaibing Zhang
- Department
of Paleobiotechnology, Leibniz Institute
for Natural Product Research and Infection Biology, Hans Knöll
Institute, 07745 Jena, Germany
| | - Rebecca S. Koweek
- Department
of Chemistry, Haverford College, Haverford, Pennsylvania 19041, United States
| | - Ngọc Khánh Hoàng
- Department
of Chemistry, Haverford College, Haverford, Pennsylvania 19041, United States
| | - Grayson S. Hamrick
- Department
of Chemistry, Haverford College, Haverford, Pennsylvania 19041, United States
| | - Margaret A. Bowen
- Department
of Chemistry, Haverford College, Haverford, Pennsylvania 19041, United States
| | - Bashkim Kokona
- Department
of Chemistry, Haverford College, Haverford, Pennsylvania 19041, United States
| | - Pierre Stallforth
- Faculty
of Chemistry and Earth Sciences, Institute for Organic Chemistry and
Macromolecular Chemistry, Friedrich Schiller
University Jena, 07743 Jena, Germany
- Department
of Paleobiotechnology, Leibniz Institute
for Natural Product Research and Infection Biology, Hans Knöll
Institute, 07745 Jena, Germany
- Cluster
of Excellence Balance of the Microverse, Friedrich Schiller University Jena, 07743 Jena, Germany
| | - Joris Beld
- Department
of Microbiology & Immunology, Center for Advanced Microbial Processing,
Institute for Molecular Medicine and Infectious Disease, Drexel University College of Medicine, Philadelphia, Pennsylvania 19104, United States
| | - Ute A. Hellmich
- Faculty
of Chemistry and Earth Sciences, Institute for Organic Chemistry and
Macromolecular Chemistry, Friedrich Schiller
University Jena, 07743 Jena, Germany
- Cluster
of Excellence Balance of the Microverse, Friedrich Schiller University Jena, 07743 Jena, Germany
- Center
for
Biomolecular Magnetic Resonance (BMRZ), Goethe University, 60629 Frankfurt, Germany
| | - Louise K. Charkoudian
- Department
of Chemistry, Haverford College, Haverford, Pennsylvania 19041, United States
| |
Collapse
|
2
|
Keatinge-Clay A, Miyazawa T. Refactoring the pikromycin synthase for the modular biosynthesis of macrolide antibiotics in E. coli. RESEARCH SQUARE 2025:rs.3.rs-5640596. [PMID: 39866879 PMCID: PMC11760250 DOI: 10.21203/rs.3.rs-5640596/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/28/2025]
Abstract
While engineering modular polyketide synthases (PKSs) using the recently updated module boundary has yielded libraries of triketide-pentaketides, this strategy has not yet been applied to the combinatorial biosynthesis of macrolactones or macrolide antibiotics. We developed a 2-plasmid system for the construction and expression of PKSs and employed it to obtain a refactored pikromycin synthase in E. coli that produces 85 mg of narbonolide per liter of culture. The replacement, insertion, deletion, and mutagenesis of modules enabled access to hexaketide, heptaketide, and octaketide derivatives. Supplying enzymes for desosamine biosynthesis and transfer enabled production of narbomycin, pikromycin, YC-17, methymycin, and 6 derivatives thereof. Knocking out pathways competing with desosamine biosynthesis and supplying the editing thioesterase PikAV boosted the titer of narbomycin 55-fold to 37 mgL-1. The replacement of the 3rd pikromycin module with its 5th yielded a new macrolide antibiotic and demonstrates how libraries of macrolide antibiotics can be readily accessed.
Collapse
|
3
|
Gao H, Langer S, Larson T, Gregory MA, Smith MCM. Glucose-1-phosphate thymidylyltransferase promotes the production of 3-O-α-mycarosylerythronolide B in Streptomyces coelicolor. J Appl Microbiol 2024; 135:lxae291. [PMID: 39558883 DOI: 10.1093/jambio/lxae291] [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: 04/06/2024] [Revised: 10/20/2024] [Accepted: 11/22/2024] [Indexed: 11/20/2024]
Abstract
AIMS The main objective of this study was to produce erythronolide B (EB) and 3-O-α-mycarosylerythronolide B (MEB) in Streptomyces coelicolor and enhance the MEB production by expressing the glucose-1-phosphate thymidylyltransferase (RfbA). METHODS AND RESULTS We expressed eryF and eryB genes (eryBII, eryBIII, eryBIV, eryBV, eryBVI, and eryBVII) to produce EB and MEB. The expression was confirmed by quantitative real-time polymerase chain reaction. Furthermore, the MEB's production was improved by more than 100-fold by expressing an enzyme, RfbA, which is absent from the erythromycin gene cluster, to promote the biosynthesis of TDP-L-mycarose. We discuss the feasibility of alternative Streptomyces species for erythromycin production based on the presence or absence of RfbA. CONCLUSIONS The RbfA enzyme from Saccharopolyspora erythraea was expressed in S. coelicolor M1152 along with the MEB biosynthesis pathway, resulting in a large increase in MEB production (>100-fold).
Collapse
Affiliation(s)
- Hong Gao
- Department of Biology, University of York, Heslington, York, North Yorkshire, YO10 5DD, United Kingdom
| | - Swen Langer
- Bioscience Technology Facility, Department of Biology, University of York, Heslington, York, North Yorkshire, YO10 5DD, United Kingdom
| | - Tony Larson
- Bioscience Technology Facility, Department of Biology, University of York, Heslington, York, North Yorkshire, YO10 5DD, United Kingdom
| | - Matthew A Gregory
- Isomerase Therapeutics, Newnham Building, Chesterford Research Park, Little Chesterford, Saffron Walden, Cambridge, Cambridgeshire, CB10 1XL, United Kingdom
| | - Margaret C M Smith
- Department of Biology, University of York, Heslington, York, North Yorkshire, YO10 5DD, United Kingdom
| |
Collapse
|
4
|
Herrera MA, McColm S, Craigie LM, Simpson J, Brown F, Clarke DJ, Carr R, Campopiano DJ. Repurposing a Fully Reducing Polyketide Synthase toward 2-Methyl Guerbet-like Lipids. ACS Catal 2024; 14:16834-16842. [PMID: 39569151 PMCID: PMC11574752 DOI: 10.1021/acscatal.4c04714] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2024] [Revised: 10/04/2024] [Accepted: 10/22/2024] [Indexed: 11/22/2024]
Abstract
In nature, thousands of diverse and bioactive polyketides are assembled by a family of multifunctional, "assembly line" enzyme complexes called polyketide synthases (PKS). Since the late 20th century, there have been several attempts to decode, rearrange, and "reprogram" the PKS assembly line to generate valuable materials such as biofuels and platform chemicals. Here, the first module from Mycobacterium tuberculosis (Mt) PKS12, an unorthodox, "modularly iterative" PKS, was modified and repurposed toward the formation of 2-methyl Guerbet lipids, which have wide applications in industry. We established a robust method for the recombinant expression and purification of this modified module (named [M1*]), and we demonstrated its ability to catalyze the formation of several 2-methyl Guerbet-like lipids (C13-C21). Furthermore, we studied and applied the promiscuous thioesterase activity of a neighboring β-ketoacyl synthase (KS) to release [M1*]-bound condensation products in a one-pot biosynthetic cascade. Finally, starting from lauric acid, we could generate our primary target compound (2-methyltetradecanoic acid) by coupling the Escherichia coli fatty acyl-CoA synthetase FadD to [M1*]. This work supports the biosynthetic utility of engineered PKS modules such as [M1*] and their ability to derive valuable Guerbet-like lipids from inexpensive fatty acids.
Collapse
Affiliation(s)
- Michael A Herrera
- School of Chemistry, The University of Edinburgh, Edinburgh EH9 3FJ, U.K
| | - Stephen McColm
- Ingenza Ltd., Roslin Innovation Centre, Edinburgh EH25 9RG, U.K
| | | | - Joanna Simpson
- School of Chemistry, The University of Edinburgh, Edinburgh EH9 3FJ, U.K
| | - Fraser Brown
- Ingenza Ltd., Roslin Innovation Centre, Edinburgh EH25 9RG, U.K
| | - David J Clarke
- School of Chemistry, The University of Edinburgh, Edinburgh EH9 3FJ, U.K
| | - Reuben Carr
- Ingenza Ltd., Roslin Innovation Centre, Edinburgh EH25 9RG, U.K
| | | |
Collapse
|
5
|
Buyachuihan L, Reiners S, Zhao Y, Grininger M. The malonyl/acetyl-transferase from murine fatty acid synthase is a promiscuous engineering tool for editing polyketide scaffolds. Commun Chem 2024; 7:187. [PMID: 39181936 PMCID: PMC11344766 DOI: 10.1038/s42004-024-01269-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2024] [Accepted: 08/05/2024] [Indexed: 08/27/2024] Open
Abstract
Modular polyketide synthases (PKSs) play a vital role in the biosynthesis of complex natural products with pharmaceutically relevant properties. Their modular architecture makes them an attractive target for engineering to produce platform chemicals and drugs. In this study, we demonstrate that the promiscuous malonyl/acetyl-transferase domain (MAT) from murine fatty acid synthase serves as a highly versatile tool for the production of polyketide analogs. We evaluate the relevance of the MAT domain using three modular PKSs; the short trimodular venemycin synthase (VEMS), as well as modules of the PKSs deoxyerythronolide B synthase (DEBS) and pikromycin synthase (PIKS) responsible for the production of the antibiotic precursors erythromycin and pikromycin. To assess the performance of the MAT-swapped PKSs, we analyze the protein quality and run engineered polyketide syntheses in vitro. Our experiments include the chemoenzymatic synthesis of fluorinated macrolactones. Our study showcases MAT-based reprogramming of polyketide biosynthesis as a facile option for the regioselective editing of substituents decorating the polyketide scaffold.
Collapse
Affiliation(s)
- Lynn Buyachuihan
- Institute of Organic Chemistry and Chemical Biology, Buchmann Institute for Molecular Life Sciences, Goethe University Frankfurt, 60438, Frankfurt am Main, Germany
| | - Simon Reiners
- Institute of Organic Chemistry and Chemical Biology, Buchmann Institute for Molecular Life Sciences, Goethe University Frankfurt, 60438, Frankfurt am Main, Germany
| | - Yue Zhao
- Institute of Organic Chemistry and Chemical Biology, Buchmann Institute for Molecular Life Sciences, Goethe University Frankfurt, 60438, Frankfurt am Main, Germany
| | - Martin Grininger
- Institute of Organic Chemistry and Chemical Biology, Buchmann Institute for Molecular Life Sciences, Goethe University Frankfurt, 60438, Frankfurt am Main, Germany.
| |
Collapse
|
6
|
Cano-Prieto C, Undabarrena A, de Carvalho AC, Keasling JD, Cruz-Morales P. Triumphs and Challenges of Natural Product Discovery in the Postgenomic Era. Annu Rev Biochem 2024; 93:411-445. [PMID: 38639989 DOI: 10.1146/annurev-biochem-032620-104731] [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: 04/20/2024]
Abstract
Natural products have played significant roles as medicine and food throughout human history. Here, we first provide a brief historical overview of natural products, their classification and biosynthetic origins, and the microbiological and genetic methods used for their discovery. We also describe and discuss the technologies that revolutionized the field, which transitioned from classic genetics to genome-centric discovery approximately two decades ago. We then highlight the most recent advancements and approaches in the current postgenomic era, in which genome mining is a standard operation and high-throughput analytical methods allow parallel discovery of genes and molecules at an unprecedented pace. Finally, we discuss the new challenges faced by the field of natural products and the future of systematic heterologous expression and strain-independent discovery, which promises to deliver more molecules in vials than ever before.
Collapse
Affiliation(s)
- Carolina Cano-Prieto
- Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Kongens Lyngby, Denmark;
| | - Agustina Undabarrena
- Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Kongens Lyngby, Denmark;
| | - Ana Calheiros de Carvalho
- Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Kongens Lyngby, Denmark;
| | - Jay D Keasling
- Biological Systems and Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, California, USA
- Center for Synthetic Biochemistry, Institute of Synthetic Biology, Shenzhen Institute of Advanced Technology, Shenzhen, China
- Joint BioEnergy Institute, Lawrence Berkeley National Laboratory, Emeryville, California, USA
- Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Kongens Lyngby, Denmark;
- Department of Bioengineering, University of California, Berkeley, California, USA
- Department of Chemical and Biomolecular Engineering, University of California, Berkeley, California, USA
| | - Pablo Cruz-Morales
- Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Kongens Lyngby, Denmark;
| |
Collapse
|
7
|
Garg S, Nain P, Kumar A, Joshi S, Punetha H, Sharma PK, Siddiqui S, Alshaharni MO, Algopishi UB, Mittal A. Next generation plant biostimulants & genome sequencing strategies for sustainable agriculture development. Front Microbiol 2024; 15:1439561. [PMID: 39104588 PMCID: PMC11299335 DOI: 10.3389/fmicb.2024.1439561] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2024] [Accepted: 06/25/2024] [Indexed: 08/07/2024] Open
Abstract
The best environment for plant growth and development contains certain essential metabolites. A broad category of metabolites known as "plant biostimulants" (PBs) includes biomolecules such as proteins, carbohydrates, lipids, and other secondary metabolites related to groups of terpenes, specific nitrogen-containing compounds, and benzene ring-conjugated compounds. The formation of biomolecules depends on both biotic and abiotic factors, such as the release of PB by plants, animals, and microorganisms, or it can result from the control of temperature, humidity, and pressure in the atmosphere, in the case of humic substances (HSs). Understanding the genomic outputs of the concerned organism (may be plants or others than them) becomes crucial for identifying the underlying behaviors that lead to the synthesis of these complex compounds. For the purposes of achieving the objectives of sustainable agriculture, detailed research on PBs is essential because they aid in increasing yield and other growth patterns of agro-economic crops. The regulation of homeostasis in the plant-soil-microbe system for the survival of humans and other animals is mediated by the action of plant biostimulants, as considered essential for the growth of plants. The genomic size and gene operons for functional and regulation control have so far been revealed through technological implementations, but important gene annotations are still lacking, causing a delay in revealing the information. Next-generation sequencing techniques, such as nanopore, nanoball, and Illumina, are essential in troubleshooting the information gaps. These technical advancements have greatly expanded the candidate gene openings. The secondary metabolites being important precursors need to be studied in a much wider scale for accurate calculations of biochemical reactions, taking place inside and outside the synthesized living cell. The present review highlights the sequencing techniques to provide a foundation of opportunity generation for agricultural sustainability.
Collapse
Affiliation(s)
- Shivanshu Garg
- Department of Biochemistry, CBSH-GBPUA&T, Pantnagar, India
| | - Pooja Nain
- Department of Soil Science, College of Agriculture, GBPUA&T, Pantnagar, India
| | - Ashish Kumar
- Department of Microbiology, CBSH-GBPUA&T, Pantnagar, India
| | - Samiksha Joshi
- School of Agriculture, Graphic Era Hill University, Bhimtal, India
| | | | - Pradeep Kumar Sharma
- Department of Environment Science, Graphic Era Deemed to be University, Dehradun, India
| | - Sazada Siddiqui
- Department of Biology, College of Science, King Khalid University, Abha, Saudi Arabia
| | | | | | - Amit Mittal
- School of Allied Sciences, Graphic Era Hill University, Bhimtal, India
| |
Collapse
|
8
|
Wang J, Wang K, Deng Z, Zhong Z, Sun G, Mei Q, Zhou F, Deng Z, Sun Y. Engineered cytosine base editor enabling broad-scope and high-fidelity gene editing in Streptomyces. Nat Commun 2024; 15:5687. [PMID: 38971862 PMCID: PMC11227558 DOI: 10.1038/s41467-024-49987-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2024] [Accepted: 06/26/2024] [Indexed: 07/08/2024] Open
Abstract
Base editing (BE) faces protospacer adjacent motif (PAM) constraints and off-target effects in both eukaryotes and prokaryotes. For Streptomyces, renowned as one of the most prolific bacterial producers of antibiotics, the challenges are more pronounced due to its diverse genomic content and high GC content. Here, we develop a base editor named eSCBE3-NG-Hypa, tailored with both high efficiency and -fidelity for Streptomyces. Of note, eSCBE3-NG-Hypa recognizes NG PAM and exhibits high activity at challenging sites with high GC content or GC motifs, while displaying minimal off-target effects. To illustrate its practicability, we employ eSCBE3-NG-Hypa to achieve precise key amino acid conversion of the dehydratase (DH) domains within the modular polyketide synthase (PKS) responsible for the insecticide avermectins biosynthesis, achieving domains inactivation. The resulting DH-inactivated mutants, while ceasing avermectins production, produce a high yield of oligomycin, indicating competitive relationships among multiple biosynthetic gene clusters (BGCs) in Streptomyces avermitilis. Leveraging this insight, we use eSCBE3-NG-Hypa to introduce premature stop codons into competitor gene cluster of ave in an industrial S. avermitilis, with the mutant Δolm exhibiting the highest 4.45-fold increase in avermectin B1a compared to the control. This work provides a potent tool for modifying biosynthetic pathways and advancing metabolic engineering in Streptomyces.
Collapse
Affiliation(s)
- Jian Wang
- Department of Hematology, Zhongnan Hospital of Wuhan University, School of Pharmaceutical Sciences, Wuhan University, Wuhan, 430071, China
| | - Ke Wang
- Department of Hematology, Zhongnan Hospital of Wuhan University, School of Pharmaceutical Sciences, Wuhan University, Wuhan, 430071, China
| | - Zhe Deng
- Department of Hematology, Zhongnan Hospital of Wuhan University, School of Pharmaceutical Sciences, Wuhan University, Wuhan, 430071, China
| | - Zhiyu Zhong
- Department of Hematology, Zhongnan Hospital of Wuhan University, School of Pharmaceutical Sciences, Wuhan University, Wuhan, 430071, China
| | - Guo Sun
- Department of Hematology, Zhongnan Hospital of Wuhan University, School of Pharmaceutical Sciences, Wuhan University, Wuhan, 430071, China
| | - Qing Mei
- Department of Hematology, Zhongnan Hospital of Wuhan University, School of Pharmaceutical Sciences, Wuhan University, Wuhan, 430071, China
| | - Fuling Zhou
- Department of Hematology, Zhongnan Hospital of Wuhan University, School of Pharmaceutical Sciences, Wuhan University, Wuhan, 430071, China
| | - Zixin Deng
- Department of Hematology, Zhongnan Hospital of Wuhan University, School of Pharmaceutical Sciences, Wuhan University, Wuhan, 430071, China
| | - Yuhui Sun
- Department of Hematology, Zhongnan Hospital of Wuhan University, School of Pharmaceutical Sciences, Wuhan University, Wuhan, 430071, China.
- School of Pharmacy, Huazhong University of Science and Technology, Wuhan, 430030, China.
| |
Collapse
|
9
|
Yan D, Zhou M, Adduri A, Zhuang Y, Guler M, Liu S, Shin H, Kovach T, Oh G, Liu X, Deng Y, Wang X, Cao L, Sherman DH, Schultz PJ, Kersten RD, Clement JA, Tripathi A, Behsaz B, Mohimani H. Discovering type I cis-AT polyketides through computational mass spectrometry and genome mining with Seq2PKS. Nat Commun 2024; 15:5356. [PMID: 38918378 PMCID: PMC11199612 DOI: 10.1038/s41467-024-49587-1] [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: 07/14/2023] [Accepted: 06/12/2024] [Indexed: 06/27/2024] Open
Abstract
Type 1 polyketides are a major class of natural products used as antiviral, antibiotic, antifungal, antiparasitic, immunosuppressive, and antitumor drugs. Analysis of public microbial genomes leads to the discovery of over sixty thousand type 1 polyketide gene clusters. However, the molecular products of only about a hundred of these clusters are characterized, leaving most metabolites unknown. Characterizing polyketides relies on bioactivity-guided purification, which is expensive and time-consuming. To address this, we present Seq2PKS, a machine learning algorithm that predicts chemical structures derived from Type 1 polyketide synthases. Seq2PKS predicts numerous putative structures for each gene cluster to enhance accuracy. The correct structure is identified using a variable mass spectral database search. Benchmarks show that Seq2PKS outperforms existing methods. Applying Seq2PKS to Actinobacteria datasets, we discover biosynthetic gene clusters for monazomycin, oasomycin A, and 2-aminobenzamide-actiphenol.
Collapse
Affiliation(s)
- Donghui Yan
- Computational Biology Department, School of Computer Science, Carnegie Mellon University, Pittsburgh, PA, USA
| | - Muqing Zhou
- Computational Biology Department, School of Computer Science, Carnegie Mellon University, Pittsburgh, PA, USA
| | - Abhinav Adduri
- Computational Biology Department, School of Computer Science, Carnegie Mellon University, Pittsburgh, PA, USA
| | - Yihao Zhuang
- Natural Products Discovery Core, University of Michigan, Ann Arbor, MI, USA
| | - Mustafa Guler
- Computational Biology Department, School of Computer Science, Carnegie Mellon University, Pittsburgh, PA, USA
| | - Sitong Liu
- Computational Biology Department, School of Computer Science, Carnegie Mellon University, Pittsburgh, PA, USA
| | - Hyonyoung Shin
- Computational Biology Department, School of Computer Science, Carnegie Mellon University, Pittsburgh, PA, USA
| | - Torin Kovach
- Computational Biology Department, School of Computer Science, Carnegie Mellon University, Pittsburgh, PA, USA
| | - Gloria Oh
- Computational Biology Department, School of Computer Science, Carnegie Mellon University, Pittsburgh, PA, USA
| | - Xiao Liu
- Computational Biology Department, School of Computer Science, Carnegie Mellon University, Pittsburgh, PA, USA
| | - Yuting Deng
- Computational Biology Department, School of Computer Science, Carnegie Mellon University, Pittsburgh, PA, USA
| | - Xiaofeng Wang
- Department of Medicinal Chemistry, University of Michigan, Ann Arbor, MI, USA
| | - Liu Cao
- Computational Biology Department, School of Computer Science, Carnegie Mellon University, Pittsburgh, PA, USA
| | - David H Sherman
- Department of Medicinal Chemistry, University of Michigan, Ann Arbor, MI, USA
- Life Sciences Institute, University of Michigan, Ann Arbor, MI, USA
| | - Pamela J Schultz
- Natural Products Discovery Core, University of Michigan, Ann Arbor, MI, USA
- Life Sciences Institute, University of Michigan, Ann Arbor, MI, USA
| | - Roland D Kersten
- Department of Medicinal Chemistry, University of Michigan, Ann Arbor, MI, USA
| | | | - Ashootosh Tripathi
- Natural Products Discovery Core, University of Michigan, Ann Arbor, MI, USA.
- Department of Medicinal Chemistry, University of Michigan, Ann Arbor, MI, USA.
- Life Sciences Institute, University of Michigan, Ann Arbor, MI, USA.
| | - Bahar Behsaz
- Computational Biology Department, School of Computer Science, Carnegie Mellon University, Pittsburgh, PA, USA.
- Chemia Biosciences Inc, Pittsburgh, PA, USA.
| | - Hosein Mohimani
- Computational Biology Department, School of Computer Science, Carnegie Mellon University, Pittsburgh, PA, USA.
| |
Collapse
|
10
|
Yin Z, Dickschat JS. Substrate specificity of a ketosynthase domain involved in bacillaene biosynthesis. Beilstein J Org Chem 2024; 20:734-740. [PMID: 38590531 PMCID: PMC10999986 DOI: 10.3762/bjoc.20.67] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2023] [Accepted: 03/27/2024] [Indexed: 04/10/2024] Open
Abstract
An isotopic labelling method was developed to investigate substrate binding by ketosynthases, exemplified by the second ketosynthase of the polyketide synthase BaeJ involved in bacillaene biosynthesis (BaeJ-KS2). For this purpose, both enantiomers of a 13C-labelled N-acetylcysteamine thioester (SNAC ester) surrogate of the proposed natural intermediate of BaeJ-KS2 were synthesised, including an enzymatic step with glutamate decarboxylase, and incubated with BaeJ-KS2. Substrate binding was demonstrated through 13C NMR analysis of the products against the background of various control experiments.
Collapse
Affiliation(s)
- Zhiyong Yin
- Kekulé-Institute of Organic Chemistry and Biochemistry, University of Bonn, Gerhard-Domagk-Straße 1, 53121 Bonn, Germany
| | - Jeroen S Dickschat
- Kekulé-Institute of Organic Chemistry and Biochemistry, University of Bonn, Gerhard-Domagk-Straße 1, 53121 Bonn, Germany
| |
Collapse
|
11
|
Nava A, Fear AL, Lee N, Mellinger P, Lan G, McCauley J, Tan S, Kaplan N, Goyal G, Coates RC, Roberts J, Johnson Z, Hu R, Wu B, Ahn J, Kim WE, Wan Y, Yin K, Hillson N, Haushalter RW, Keasling JD. Automated Platform for the Plasmid Construction Process. ACS Synth Biol 2023; 12:3506-3513. [PMID: 37948662 PMCID: PMC10729297 DOI: 10.1021/acssynbio.3c00292] [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: 05/07/2023] [Indexed: 11/12/2023]
Abstract
There is a growing need for applications capable of handling large synthesis biology experiments. At the core of synthetic biology is the process of cloning and manipulating DNA as plasmids. Here, we report the development of an application named DNAda capable of writing automation instructions for any given DNA construct design generated by the J5 DNA assembly program. We also describe the automation pipeline and several useful features. The pipeline is particularly useful for the construction of combinatorial DNA assemblies. Furthermore, we demonstrate the platform by constructing a library of polyketide synthase parts, which includes 120 plasmids ranging in size from 7 to 14 kb from 4 to 7 DNA fragments.
Collapse
Affiliation(s)
- Alberto
A. Nava
- Joint
BioEnergy Institute, Lawrence Berkeley National
Laboratory, Emeryville, California 94608, United States
- Biological
Systems and Engineering Division, Lawrence
Berkeley National Laboratory, Berkeley, California 94720, United States
- Department
of Chemical and Biomolecular Engineering, University of California, Berkeley, Berkeley, California 94720, United States
| | - Anna Lisa Fear
- Joint
BioEnergy Institute, Lawrence Berkeley National
Laboratory, Emeryville, California 94608, United States
- Biological
Systems and Engineering Division, Lawrence
Berkeley National Laboratory, Berkeley, California 94720, United States
| | - Namil Lee
- Joint
BioEnergy Institute, Lawrence Berkeley National
Laboratory, Emeryville, California 94608, United States
- Biological
Systems and Engineering Division, Lawrence
Berkeley National Laboratory, Berkeley, California 94720, United States
| | - Peter Mellinger
- Joint
BioEnergy Institute, Lawrence Berkeley National
Laboratory, Emeryville, California 94608, United States
- Biological
Systems and Engineering Division, Lawrence
Berkeley National Laboratory, Berkeley, California 94720, United States
| | - Guangxu Lan
- Joint
BioEnergy Institute, Lawrence Berkeley National
Laboratory, Emeryville, California 94608, United States
- Biological
Systems and Engineering Division, Lawrence
Berkeley National Laboratory, Berkeley, California 94720, United States
| | - Joshua McCauley
- Joint
BioEnergy Institute, Lawrence Berkeley National
Laboratory, Emeryville, California 94608, United States
- Biological
Systems and Engineering Division, Lawrence
Berkeley National Laboratory, Berkeley, California 94720, United States
- DOE
Agile BioFoundry, Emeryville, California 94608, United States
| | - Stephen Tan
- Joint
BioEnergy Institute, Lawrence Berkeley National
Laboratory, Emeryville, California 94608, United States
- Biological
Systems and Engineering Division, Lawrence
Berkeley National Laboratory, Berkeley, California 94720, United States
- DOE
Agile BioFoundry, Emeryville, California 94608, United States
| | - Nurgul Kaplan
- Joint
BioEnergy Institute, Lawrence Berkeley National
Laboratory, Emeryville, California 94608, United States
- Biological
Systems and Engineering Division, Lawrence
Berkeley National Laboratory, Berkeley, California 94720, United States
- DOE
Agile BioFoundry, Emeryville, California 94608, United States
| | - Garima Goyal
- Joint
BioEnergy Institute, Lawrence Berkeley National
Laboratory, Emeryville, California 94608, United States
- Biological
Systems and Engineering Division, Lawrence
Berkeley National Laboratory, Berkeley, California 94720, United States
- DOE
Agile BioFoundry, Emeryville, California 94608, United States
| | - R. Cameron Coates
- Joint
BioEnergy Institute, Lawrence Berkeley National
Laboratory, Emeryville, California 94608, United States
- Biological
Systems and Engineering Division, Lawrence
Berkeley National Laboratory, Berkeley, California 94720, United States
- DOE
Agile BioFoundry, Emeryville, California 94608, United States
| | - Jacob Roberts
- Joint
BioEnergy Institute, Lawrence Berkeley National
Laboratory, Emeryville, California 94608, United States
- Biological
Systems and Engineering Division, Lawrence
Berkeley National Laboratory, Berkeley, California 94720, United States
- Department
of Bioengineering, University of California,
Berkeley, Berkeley, California 94720, United States
| | - Zahmiria Johnson
- Department
of Chemical and Biomolecular Engineering, University of California, Berkeley, Berkeley, California 94720, United States
| | - Romina Hu
- Department
of Bioengineering, University of California,
Berkeley, Berkeley, California 94720, United States
| | - Bryan Wu
- Department
of Bioengineering, University of California,
Berkeley, Berkeley, California 94720, United States
| | - Jared Ahn
- Department
of Bioengineering, University of California,
Berkeley, Berkeley, California 94720, United States
| | - Woojoo E. Kim
- Joint
BioEnergy Institute, Lawrence Berkeley National
Laboratory, Emeryville, California 94608, United States
- Biological
Systems and Engineering Division, Lawrence
Berkeley National Laboratory, Berkeley, California 94720, United States
| | - Yao Wan
- Joint
BioEnergy Institute, Lawrence Berkeley National
Laboratory, Emeryville, California 94608, United States
- Biological
Systems and Engineering Division, Lawrence
Berkeley National Laboratory, Berkeley, California 94720, United States
| | - Kevin Yin
- Joint
BioEnergy Institute, Lawrence Berkeley National
Laboratory, Emeryville, California 94608, United States
- Biological
Systems and Engineering Division, Lawrence
Berkeley National Laboratory, Berkeley, California 94720, United States
- Department
of Plant and Microbial Biology, University
of California, Berkeley, Berkeley, California 94720, United States
| | - Nathan Hillson
- Joint
BioEnergy Institute, Lawrence Berkeley National
Laboratory, Emeryville, California 94608, United States
- Biological
Systems and Engineering Division, Lawrence
Berkeley National Laboratory, Berkeley, California 94720, United States
- DOE
Agile BioFoundry, Emeryville, California 94608, United States
| | - Robert W. Haushalter
- Joint
BioEnergy Institute, Lawrence Berkeley National
Laboratory, Emeryville, California 94608, United States
- Biological
Systems and Engineering Division, Lawrence
Berkeley National Laboratory, Berkeley, California 94720, United States
| | - Jay D. Keasling
- Joint
BioEnergy Institute, Lawrence Berkeley National
Laboratory, Emeryville, California 94608, United States
- Biological
Systems and Engineering Division, Lawrence
Berkeley National Laboratory, Berkeley, California 94720, United States
- Department
of Chemical and Biomolecular Engineering, University of California, Berkeley, Berkeley, California 94720, United States
- Department
of Bioengineering, University of California,
Berkeley, Berkeley, California 94720, United States
- Center
for Synthetic Biochemistry, Shenzhen Institutes
for Advanced Technologies, Shenzhen 518055, P.R. China
- The
Novo Nordisk Foundation Center for Biosustainability, Technical University Denmark, Kemitorvet, Building 220, Kongens Lyngby 2800, Denmark
| |
Collapse
|
12
|
Nava A, Roberts J, Haushalter RW, Wang Z, Keasling JD. Module-Based Polyketide Synthase Engineering for de Novo Polyketide Biosynthesis. ACS Synth Biol 2023; 12:3148-3155. [PMID: 37871264 PMCID: PMC10661043 DOI: 10.1021/acssynbio.3c00282] [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: 05/03/2023] [Indexed: 10/25/2023]
Abstract
Polyketide retrobiosynthesis, where the biosynthetic pathway of a given polyketide can be reversibly engineered due to the colinearity of the polyketide synthase (PKS) structure and function, has the potential to produce millions of organic molecules. Mixing and matching modules from natural PKSs is one of the routes to produce many of these molecules. Evolutionary analysis of PKSs suggests that traditionally used module boundaries may not lead to the most productive hybrid PKSs and that new boundaries around and within the ketosynthase domain may be more active when constructing hybrid PKSs. As this is still a nascent area of research, the generality of these design principles based on existing engineering efforts remains inconclusive. Recent advances in structural modeling and synthetic biology present an opportunity to accelerate PKS engineering by re-evaluating insights gained from previous engineering efforts with cutting edge tools.
Collapse
Affiliation(s)
- Alberto
A. Nava
- Joint
BioEnergy Institute, Lawrence Berkeley National
Laboratory, Emeryville, California 94608, United States
- Biological
Systems and Engineering Division, Lawrence
Berkeley National Laboratory, Berkeley, California 94720, United States
- Department
of Chemical and Biomolecular Engineering, University of California, Berkeley, Berkeley, California 94720, United States
| | - Jacob Roberts
- Joint
BioEnergy Institute, Lawrence Berkeley National
Laboratory, Emeryville, California 94608, United States
- Biological
Systems and Engineering Division, Lawrence
Berkeley National Laboratory, Berkeley, California 94720, United States
- Department
of Bioengineering, University of California,
Berkeley, Berkeley, California 94720, United States
| | - Robert W. Haushalter
- Joint
BioEnergy Institute, Lawrence Berkeley National
Laboratory, Emeryville, California 94608, United States
- Biological
Systems and Engineering Division, Lawrence
Berkeley National Laboratory, Berkeley, California 94720, United States
| | - Zilong Wang
- Joint
BioEnergy Institute, Lawrence Berkeley National
Laboratory, Emeryville, California 94608, United States
- Biological
Systems and Engineering Division, Lawrence
Berkeley National Laboratory, Berkeley, California 94720, United States
| | - Jay D. Keasling
- Joint
BioEnergy Institute, Lawrence Berkeley National
Laboratory, Emeryville, California 94608, United States
- Biological
Systems and Engineering Division, Lawrence
Berkeley National Laboratory, Berkeley, California 94720, United States
- Department
of Chemical and Biomolecular Engineering, University of California, Berkeley, Berkeley, California 94720, United States
- Department
of Bioengineering, University of California,
Berkeley, Berkeley, California 94720, United States
- Center
for Synthetic Biochemistry, Shenzhen Institutes
for Advanced Technologies, Shenzhen 518055, P.R. China
- The
Novo
Nordisk Foundation Center for Biosustainability, Technical University Denmark, Kemitorvet, Building 220, Kongens Lyngby 2800, Denmark
| |
Collapse
|
13
|
Wang J, Deng Z, Liang J, Wang Z. Structural enzymology of iterative type I polyketide synthases: various routes to catalytic programming. Nat Prod Rep 2023; 40:1498-1520. [PMID: 37581222 DOI: 10.1039/d3np00015j] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/16/2023]
Abstract
Time span of literature covered: up to mid-2023Iterative type I polyketide synthases (iPKSs) are outstanding natural chemists: megaenzymes that repeatedly utilize their catalytic domains to synthesize complex natural products with diverse bioactivities. Perhaps the most fascinating but least understood question about type I iPKSs is how they perform the iterative yet programmed reactions in which the usage of domain combinations varies during the synthetic cycle. The programmed patterns are fulfilled by multiple factors, and strongly influence the complexity of the resulting natural products. This article reviews selected reports on the structural enzymology of iPKSs, focusing on the individual domain structures followed by highlighting the representative programming activities that each domain may contribute.
Collapse
Affiliation(s)
- Jialiang Wang
- State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic & Developmental Sciences, School of Life Science & Biotechnology, Shanghai Jiao Tong University, Shanghai, China.
| | - Zixin Deng
- State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic & Developmental Sciences, School of Life Science & Biotechnology, Shanghai Jiao Tong University, Shanghai, China.
| | - Jingdan Liang
- State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic & Developmental Sciences, School of Life Science & Biotechnology, Shanghai Jiao Tong University, Shanghai, China.
| | - Zhijun Wang
- State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic & Developmental Sciences, School of Life Science & Biotechnology, Shanghai Jiao Tong University, Shanghai, China.
| |
Collapse
|
14
|
Englund E, Schmidt M, Nava AA, Klass S, Keiser L, Dan Q, Katz L, Yuzawa S, Keasling JD. Biosensor Guided Polyketide Synthases Engineering for Optimization of Domain Exchange Boundaries. Nat Commun 2023; 14:4871. [PMID: 37573440 PMCID: PMC10423236 DOI: 10.1038/s41467-023-40464-x] [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: 04/06/2022] [Accepted: 07/28/2023] [Indexed: 08/14/2023] Open
Abstract
Type I modular polyketide synthases (PKSs) are multi-domain enzymes functioning like assembly lines. Many engineering attempts have been made for the last three decades to replace, delete and insert new functional domains into PKSs to produce novel molecules. However, inserting heterologous domains often destabilize PKSs, causing loss of activity and protein misfolding. To address this challenge, here we develop a fluorescence-based solubility biosensor that can quickly identify engineered PKSs variants with minimal structural disruptions. Using this biosensor, we screen a library of acyltransferase (AT)-exchanged PKS hybrids with randomly assigned domain boundaries, and we identify variants that maintain wild type production levels. We then probe each position in the AT linker region to determine how domain boundaries influence structural integrity and identify a set of optimized domain boundaries. Overall, we have successfully developed an experimentally validated, high-throughput method for making hybrid PKSs that produce novel molecules.
Collapse
Affiliation(s)
- Elias Englund
- Joint BioEnergy Institute, Emeryville, CA, USA
- School of Engineering Sciences in Chemistry, Biotechnology and Health, Science for Life Laboratory, KTH - Royal Institute of Technology, Stockholm, Sweden
| | - Matthias Schmidt
- Joint BioEnergy Institute, Emeryville, CA, USA
- Institute of Applied Microbiology, Aachen Biology and Biotechnology (ABBt), RWTH Aachen University, Aachen, Germany
- Biological Systems and Engineering Division, Lawrence Berkeley National laboratory, Berkeley, CA, USA
| | - Alberto A Nava
- Joint BioEnergy Institute, Emeryville, CA, USA
- Department of Chemical & Biomolecular Engineering, University of California, Berkeley, Berkeley, CA, USA
| | - Sarah Klass
- Joint BioEnergy Institute, Emeryville, CA, USA
- Biological Systems and Engineering Division, Lawrence Berkeley National laboratory, Berkeley, CA, USA
- Department of Chemical & Biomolecular Engineering, University of California, Berkeley, Berkeley, CA, USA
| | - Leah Keiser
- Joint BioEnergy Institute, Emeryville, CA, USA
- Department of Chemical & Biomolecular Engineering, University of California, Berkeley, Berkeley, CA, USA
| | - Qingyun Dan
- Joint BioEnergy Institute, Emeryville, CA, USA
- Biological Systems and Engineering Division, Lawrence Berkeley National laboratory, Berkeley, CA, USA
| | - Leonard Katz
- Joint BioEnergy Institute, Emeryville, CA, USA
- QB3, University of California, Berkeley, Berkeley, CA, USA
| | - Satoshi Yuzawa
- Joint BioEnergy Institute, Emeryville, CA, USA
- Biological Systems and Engineering Division, Lawrence Berkeley National laboratory, Berkeley, CA, USA
- Institute for Advanced Biosciences, Keio University, Tsuruoka, Yamagata, Japan
- Graduate school of Media and Governance, Keio University, Fujisawa, Kanagawa, Japan
| | - Jay D Keasling
- Joint BioEnergy Institute, Emeryville, CA, USA.
- Biological Systems and Engineering Division, Lawrence Berkeley National laboratory, Berkeley, CA, USA.
- Department of Chemical & Biomolecular Engineering, University of California, Berkeley, Berkeley, CA, USA.
- QB3, University of California, Berkeley, Berkeley, CA, USA.
- Department of Bioengineering, University of California, Berkeley, Berkeley, CA, USA.
- Center for Biosustainability, Danish Technical University, Lyngby, Denmark.
- Center for Synthetic biochemistry, Institute for Synthetic biology, Shenzhen Institute of Advanced Technology, Shenzhen, China.
| |
Collapse
|
15
|
Zhang J, Bista R, Miyazawa T, Keatinge-Clay AT. Boosting titers of engineered triketide and tetraketide synthases to record levels through T7 promoter tuning. Metab Eng 2023; 78:93-98. [PMID: 37257684 PMCID: PMC11059570 DOI: 10.1016/j.ymben.2023.05.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2022] [Revised: 05/24/2023] [Accepted: 05/28/2023] [Indexed: 06/02/2023]
Abstract
Modular polyketide synthases (PKS's) are promising platforms for the rational engineering of designer polyketides and commodity chemicals, yet their low productivities are a barrier to the practical biosynthesis of these compounds. Previously, we engineered triketide lactone synthases such as Pik167 using the recently updated module definition and showed they generate hundreds of milligrams of product per liter of Escherichia coli K207-3 shake flask culture. As the molar ratio between the 2 polypeptides of Pik167 is highly skewed, we sought to attenuate the strength of the T7 promoter controlling the production of the smaller, better-expressing polypeptide and thereby increase production of the first polypeptide under the control of an unoptimized T7 promoter. Through this strategy, a 1.8-fold boost in titer was obtained. After a further 1.5-fold boost obtained by increasing the propionate concentration in the media from 20 to 80 mM, a record titer of 791 mg L-1 (627 mg L-1 isolated) was achieved, a 2.6-fold increase overall. Spurred on by this result, the tetraketide synthase Pik1567 was engineered and the T7 promoter attenuation strategy was applied to its second and third genes. A 5-fold boost, from 20 mg L-1 to 100 mg L-1, in the titer of its tetraketide product was achieved.
Collapse
Affiliation(s)
- Jie Zhang
- Department of Molecular Biosciences, The University of Texas at Austin, 100 E. 24th St., Austin, TX, 78712, USA
| | - Ramesh Bista
- Department of Molecular Biosciences, The University of Texas at Austin, 100 E. 24th St., Austin, TX, 78712, USA
| | - Takeshi Miyazawa
- Department of Molecular Biosciences, The University of Texas at Austin, 100 E. 24th St., Austin, TX, 78712, USA
| | - Adrian T Keatinge-Clay
- Department of Molecular Biosciences, The University of Texas at Austin, 100 E. 24th St., Austin, TX, 78712, USA.
| |
Collapse
|
16
|
Multifunctional Enzymes in Microbial Secondary Metabolic Processes. Catalysts 2023. [DOI: 10.3390/catal13030581] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/15/2023] Open
Abstract
Microorganisms possess a strong capacity for secondary metabolite synthesis, which is represented by tightly controlled networks. The absence of any enzymes leads to a change in the original metabolic pathway, with a decrease in or even elimination of a synthetic product, which is not permissible under conditions of normal life activities of microorganisms. In order to improve the efficiency of secondary metabolism, organisms have evolved multifunctional enzymes (MFEs) that can catalyze two or more kinds of reactions via multiple active sites. However, instead of interfering, the multifunctional catalytic properties of MFEs facilitate the biosynthetic process. Among the numerous MFEs considered of vital importance in the life activities of living organisms are the synthases involved in assembling the backbone of compounds using different substrates and modifying enzymes that confer the final activity of compounds. In this paper, we review MFEs in terms of both synthetic and post-modifying enzymes involved in secondary metabolic biosynthesis, focusing on polyketides, non-ribosomal peptides, terpenoids, and a wide range of cytochrome P450s(CYP450s), and provide an overview and describe the recent progress in the research on MFEs.
Collapse
|
17
|
Enzymology of assembly line synthesis by modular polyketide synthases. Nat Chem Biol 2023; 19:401-415. [PMID: 36914860 DOI: 10.1038/s41589-023-01277-7] [Citation(s) in RCA: 20] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2022] [Accepted: 01/31/2023] [Indexed: 03/16/2023]
Abstract
Modular polyketide synthases (PKSs) run catalytic reactions over dozens of steps in a highly orchestrated manner. To accomplish this synthetic feat, they form megadalton multienzyme complexes that are among the most intricate proteins on earth. Polyketide products are of elaborate chemistry with molecular weights of usually several hundred daltons and include clinically important drugs such as erythromycin (antibiotic), rapamycin (immunosuppressant) and epothilone (anticancer drug). The term 'modular' refers to a hierarchical structuring of modules and domains within an overall assembly line arrangement, in which PKS organization is colinearly translated into the polyketide structure. New structural information obtained during the past few years provides substantial direct insight into the orchestration of catalytic events within a PKS module and leads to plausible models for synthetic progress along assembly lines. In light of these structural insights, the PKS engineering field is poised to enter a new era of engineering.
Collapse
|
18
|
Hou A, Dickschat JS. Labelling studies in the biosynthesis of polyketides and non-ribosomal peptides. Nat Prod Rep 2023; 40:470-499. [PMID: 36484402 DOI: 10.1039/d2np00071g] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Covering: 2015 to 2022In this review, we discuss the recent advances in the use of isotopically labelled compounds to investigate the biosynthesis of polyketides, non-ribosomally synthesised peptides, and their hybrids. Also, we highlight the use of isotopes in the elucidation of their structures and investigation of enzyme mechanisms. The biosynthetic pathways of selected examples are presented in detail to reveal the principles of the discussed labelling experiments. The presented examples demonstrate that the application of isotopically labelled compounds is still the state of the art and can provide valuable information for the biosynthesis of natural products.
Collapse
Affiliation(s)
- Anwei Hou
- Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, West 7th Avenue No. 32, 300308 Tianjin, China.,Institute of Microbiology, Jiangxi Academy of Sciences, Changdong Road No. 7777, 330096 Nanchang, China
| | - Jeroen S Dickschat
- Kekulé-Institute for Organic Chemistry and Biochemistry, University of Bonn, Gerhard-Domagk-Straße 1, 53121 Bonn, Germany.
| |
Collapse
|
19
|
Zhai G, Zhu Y, Sun G, Zhou F, Sun Y, Hong Z, Dong C, Leadlay PF, Hong K, Deng Z, Zhou F, Sun Y. Insights into azalomycin F assembly-line contribute to evolution-guided polyketide synthase engineering and identification of intermodular recognition. Nat Commun 2023; 14:612. [PMID: 36739290 PMCID: PMC9899208 DOI: 10.1038/s41467-023-36213-9] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2022] [Accepted: 01/20/2023] [Indexed: 02/06/2023] Open
Abstract
Modular polyketide synthase (PKS) is an ingenious core machine that catalyzes abundant polyketides in nature. Exploring interactions among modules in PKS is very important for understanding the overall biosynthetic process and for engineering PKS assembly-lines. Here, we show that intermodular recognition between the enoylreductase domain ER1/2 inside module 1/2 and the ketosynthase domain KS3 inside module 3 is required for the cross-module enoylreduction in azalomycin F (AZL) biosynthesis. We also show that KS4 of module 4 acts as a gatekeeper facilitating cross-module enoylreduction. Additionally, evidence is provided that module 3 and module 6 in the AZL PKS are evolutionarily homologous, which makes evolution-oriented PKS engineering possible. These results reveal intermodular recognition, furthering understanding of the mechanism of the PKS assembly-line, thus providing different insights into PKS engineering. This also reveals that gene duplication/conversion and subsequent combinations may be a neofunctionalization process in modular PKS assembly-lines, hence providing a different case for supporting the investigation of modular PKS evolution.
Collapse
Affiliation(s)
- Guifa Zhai
- Department of Hematology, Zhongnan Hospital of Wuhan University, School of Pharmaceutical Sciences, Wuhan University, 430071, Wuhan, People's Republic of China.,Key Laboratory of Combinatorial Biosynthesis and Drug Discovery (Ministry of Education), Wuhan University, 430071, Wuhan, People's Republic of China
| | - Yan Zhu
- Department of Hematology, Zhongnan Hospital of Wuhan University, School of Pharmaceutical Sciences, Wuhan University, 430071, Wuhan, People's Republic of China.,Key Laboratory of Combinatorial Biosynthesis and Drug Discovery (Ministry of Education), Wuhan University, 430071, Wuhan, People's Republic of China
| | - Guo Sun
- Department of Hematology, Zhongnan Hospital of Wuhan University, School of Pharmaceutical Sciences, Wuhan University, 430071, Wuhan, People's Republic of China.,Key Laboratory of Combinatorial Biosynthesis and Drug Discovery (Ministry of Education), Wuhan University, 430071, Wuhan, People's Republic of China
| | - Fan Zhou
- Department of Hematology, Zhongnan Hospital of Wuhan University, School of Pharmaceutical Sciences, Wuhan University, 430071, Wuhan, People's Republic of China.,Key Laboratory of Combinatorial Biosynthesis and Drug Discovery (Ministry of Education), Wuhan University, 430071, Wuhan, People's Republic of China
| | - Yangning Sun
- Department of Hematology, Zhongnan Hospital of Wuhan University, School of Pharmaceutical Sciences, Wuhan University, 430071, Wuhan, People's Republic of China.,Key Laboratory of Combinatorial Biosynthesis and Drug Discovery (Ministry of Education), Wuhan University, 430071, Wuhan, People's Republic of China
| | - Zhou Hong
- Department of Hematology, Zhongnan Hospital of Wuhan University, School of Pharmaceutical Sciences, Wuhan University, 430071, Wuhan, People's Republic of China.,Key Laboratory of Combinatorial Biosynthesis and Drug Discovery (Ministry of Education), Wuhan University, 430071, Wuhan, People's Republic of China
| | - Chuan Dong
- Department of Hematology, Zhongnan Hospital of Wuhan University, School of Pharmaceutical Sciences, Wuhan University, 430071, Wuhan, People's Republic of China.,Key Laboratory of Combinatorial Biosynthesis and Drug Discovery (Ministry of Education), Wuhan University, 430071, Wuhan, People's Republic of China
| | - Peter F Leadlay
- Department of Biochemistry, University of Cambridge, Cambridge, CB2 1GA, United Kingdom
| | - Kui Hong
- Department of Hematology, Zhongnan Hospital of Wuhan University, School of Pharmaceutical Sciences, Wuhan University, 430071, Wuhan, People's Republic of China.,Key Laboratory of Combinatorial Biosynthesis and Drug Discovery (Ministry of Education), Wuhan University, 430071, Wuhan, People's Republic of China
| | - Zixin Deng
- Department of Hematology, Zhongnan Hospital of Wuhan University, School of Pharmaceutical Sciences, Wuhan University, 430071, Wuhan, People's Republic of China.,Key Laboratory of Combinatorial Biosynthesis and Drug Discovery (Ministry of Education), Wuhan University, 430071, Wuhan, People's Republic of China
| | - Fuling Zhou
- Department of Hematology, Zhongnan Hospital of Wuhan University, School of Pharmaceutical Sciences, Wuhan University, 430071, Wuhan, People's Republic of China
| | - Yuhui Sun
- Department of Hematology, Zhongnan Hospital of Wuhan University, School of Pharmaceutical Sciences, Wuhan University, 430071, Wuhan, People's Republic of China. .,Key Laboratory of Combinatorial Biosynthesis and Drug Discovery (Ministry of Education), Wuhan University, 430071, Wuhan, People's Republic of China. .,Wuhan Research Center for Infectious Diseases and Cancer, Chinese Academy of Medical Sciences, 430071, Wuhan, People's Republic of China.
| |
Collapse
|
20
|
Dhakal D, Kokkaliari S, Rubin GM, Paul VJ, Ding Y, Luesch H. Biosynthesis of Lyngbyastatins 1 and 3, Cytotoxic Depsipeptides from an Okeania sp. Marine Cyanobacterium. JOURNAL OF NATURAL PRODUCTS 2023; 86:85-93. [PMID: 36546857 PMCID: PMC10197921 DOI: 10.1021/acs.jnatprod.2c00782] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/21/2023]
Abstract
Lyngbyastatins (Lbns) 1 (1) and 3 (2) belong to a group of cyclic depsipeptides that inhibit cancer cell proliferation. These compounds have been isolated from different marine cyanobacterial collections, while further development of these compounds relies on their lengthy total synthesis. Biosynthetic studies of these compounds can provide viable strategies to access these compounds and develop new analogs. In this study, we report the identification and characterization of one Lbn biosynthetic gene cluster (BGC) from the marine cyanobacterium Okeania sp. VPG18-21. We initially identified 1 and 2 in the organic extract by mass spectrometry and performed the targeted isolation of these compounds, which feature a (2S,3R)-3-amino-2-methylpentanoic acid (MAP) and a (2S,3R)-3-amino-2-methylhexanoic acid (Amha) moiety, respectively. Parallel metagenomic sequencing of VPG18-21 led to the identification of a putative Lbn BGC that encodes six megaenzymes (LbnA-F), including one polyketide synthase (PKS, LbnE), four nonribosomal peptide synthetases (NRPSs, LbnB-D and -F), and one PKS-NRPS hybrid (LbnA). Bioinformatic analysis of these enzymes suggested that the BGC produces 1 and 2. Furthermore, our biochemical studies of three recombinant adenylation domains uncovered their substrate specificities, supporting the identity of the BGC. Finally, we identified near-complete Lbn-like BGCs in the genomes of two other marine cyanobacteria.
Collapse
Affiliation(s)
- Dipesh Dhakal
- Department of Medicinal Chemistry and Center for Natural Products, Drug Discovery and Development (CNPD3), University of Florida, 1345 Center Drive, Gainesville, Florida 32610, United States
| | - Sofia Kokkaliari
- Department of Medicinal Chemistry and Center for Natural Products, Drug Discovery and Development (CNPD3), University of Florida, 1345 Center Drive, Gainesville, Florida 32610, United States
| | - Garret M. Rubin
- Department of Medicinal Chemistry and Center for Natural Products, Drug Discovery and Development (CNPD3), University of Florida, 1345 Center Drive, Gainesville, Florida 32610, United States
| | - Valerie J. Paul
- Smithsonian Marine Station at Ft. Pierce, 701 Seaway Drive, Ft. Pierce, Florida 34949, United States
| | - Yousong Ding
- Department of Medicinal Chemistry and Center for Natural Products, Drug Discovery and Development (CNPD3), University of Florida, 1345 Center Drive, Gainesville, Florida 32610, United States
| | - Hendrik Luesch
- Department of Medicinal Chemistry and Center for Natural Products, Drug Discovery and Development (CNPD3), University of Florida, 1345 Center Drive, Gainesville, Florida 32610, United States
| |
Collapse
|
21
|
Lin Z, Qu X. Emerging diversity in polyketide synthase. Tetrahedron Lett 2022. [DOI: 10.1016/j.tetlet.2022.154183] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
|
22
|
Richardson SM, Harrison PJ, Herrera MA, Wang M, Verez R, Ortiz GP, Campopiano DJ. BioWF: A naturally-fused, di-domain biocatalyst from biotin biosynthesis displays an unexpectedly broad substrate scope. Chembiochem 2022; 23:e202200171. [PMID: 35695820 PMCID: PMC9544090 DOI: 10.1002/cbic.202200171] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2022] [Revised: 06/10/2022] [Indexed: 11/30/2022]
Abstract
The carbon backbone of biotin is constructed from the C7 di‐acid pimelate, which is converted to an acyl‐CoA thioester by an ATP‐dependent, pimeloyl‐CoA synthetase (PCAS, encoded by BioW). The acyl‐thioester is condensed with ʟ‐alanine in a decarboxylative, Claisen‐like reaction to form an aminoketone (8‐amino‐7‐oxononanoic acid, AON). This step is catalysed by the pyridoxal 5’‐phosphate (PLP)‐dependent enzyme (AON synthase, AONS, encoded by BioF). Distinct versions of Bacillus subtilis BioW (BsBioW) and E. coli BioF (EcBioF) display strict substrate specificity. In contrast, a BioW‐BioF fusion from Corynebacterium amycolatum (CaBioWF) accepts a wider range of mono‐ and di‐fatty acids. Analysis of the active site of the BsBioW : pimeloyl‐adenylate complex suggested a key role for a Phe (F192) residue in the CaBioW domain; a F192Y mutant restored the substrate specificity to pimelate. This surprising substrate flexibility also extends to the CaBioF domain, which accepts ʟ‐alanine, ʟ‐serine and glycine. Structural models of the CaBioWF fusion provide insight into how both domains interact with each other and suggest the presence of an intra‐domain tunnel. The CaBioWF fusion catalyses conversion of various fatty acids and amino acids to a range of AON derivatives. Such unexpected, natural broad substrate scope suggests that the CaBioWF fusion is a versatile biocatalyst that can be used to prepare a number of aminoketone analogues.
Collapse
Affiliation(s)
- Shona M Richardson
- The University of Edinburgh School of Chemistry, Chemistry, David Brewster Road, EH9 3FJ, Edinburgh, UNITED KINGDOM
| | - Peter J Harrison
- The University of Edinburgh School of Chemistry, Chemistry, UNITED KINGDOM
| | - Michael A Herrera
- The University of Edinburgh School of Chemistry, Chemistry, UNITED KINGDOM
| | - Menglu Wang
- The University of Edinburgh School of Chemistry, Chemistry, UNITED KINGDOM
| | - Rebecca Verez
- The University of Edinburgh School of Chemistry, Chemistry, UNITED KINGDOM
| | | | - Dominic James Campopiano
- The Joseph Black Chemistry Building The King's Buildings, School of Chemistry, EastChem, David Brewster Road, EH9 3FJ, Edinburgh, UNITED KINGDOM
| |
Collapse
|
23
|
Klaus M, Rossini E, Linden A, Paithankar KS, Zeug M, Ignatova Z, Urlaub H, Khosla C, Köfinger J, Hummer G, Grininger M. Solution Structure and Conformational Flexibility of a Polyketide Synthase Module. JACS AU 2021; 1:2162-2171. [PMID: 34977887 PMCID: PMC8717363 DOI: 10.1021/jacsau.1c00043] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/02/2021] [Indexed: 05/28/2023]
Abstract
Polyketide synthases (PKSs) are versatile C-C bond-forming enzymes that are broadly distributed in bacteria and fungi. The polyketide compound family includes many clinically useful drugs such as the antibiotic erythromycin, the antineoplastic epothilone, and the cholesterol-lowering lovastatin. Harnessing PKSs for custom compound synthesis remains an open challenge, largely because of the lack of knowledge about key structural properties. Particularly, the domains-well characterized on their own-are poorly understood in their arrangement, conformational dynamics, and interplay in the intricate quaternary structure of modular PKSs. Here, we characterize module 2 from the 6-deoxyerythronolide B synthase by small-angle X-ray scattering and cross-linking mass spectrometry with coarse-grained structural modeling. The results of this hybrid approach shed light on the solution structure of a cis-AT type PKS module as well as its inherent conformational dynamics. Supported by a directed evolution approach, we also find that acyl carrier protein (ACP)-mediated substrate shuttling appears to be steered by a nonspecific electrostatic interaction network.
Collapse
Affiliation(s)
- Maja Klaus
- Institute of Organic Chemistry and Chemical Biology, Buchmann Institute for Molecular Life Sciences, Goethe University Frankfurt, Max-von-Laue Strasse 15, Frankfurt am Main 60438, Germany
| | - Emanuele Rossini
- Department of Theoretical Biophysics, Max Planck Institute of Biophysics, Max-von-Laue Strasse 3, Frankfurt am Main 60438, Germany
| | - Andreas Linden
- Max Planck Institute for Biophysical Chemistry, Am Fassberg 11, Goettingen 37077, Germany
- Institute for Clinical Chemistry, University Medical Center Göttingen, Robert Koch Strasse 40, Goettingen 37075, Germany
| | - Karthik S Paithankar
- Institute of Organic Chemistry and Chemical Biology, Buchmann Institute for Molecular Life Sciences, Goethe University Frankfurt, Max-von-Laue Strasse 15, Frankfurt am Main 60438, Germany
| | - Matthias Zeug
- Institute of Organic Chemistry and Chemical Biology, Buchmann Institute for Molecular Life Sciences, Goethe University Frankfurt, Max-von-Laue Strasse 15, Frankfurt am Main 60438, Germany
| | - Zoya Ignatova
- Institute for Biochemistry and Molecular Biology, University of Hamburg, Notkestrasse 85, Hamburg 22607, Germany
| | - Henning Urlaub
- Max Planck Institute for Biophysical Chemistry, Am Fassberg 11, Goettingen 37077, Germany
- Institute for Clinical Chemistry, University Medical Center Göttingen, Robert Koch Strasse 40, Goettingen 37075, Germany
| | - Chaitan Khosla
- Department of Chemistry, Stanford ChEM-H, Department of Chemical Engineering Stanford University, Stanford, California 94305, United States
| | - Jürgen Köfinger
- Department of Theoretical Biophysics, Max Planck Institute of Biophysics, Max-von-Laue Strasse 3, Frankfurt am Main 60438, Germany
| | - Gerhard Hummer
- Department of Theoretical Biophysics, Max Planck Institute of Biophysics, Max-von-Laue Strasse 3, Frankfurt am Main 60438, Germany
- Institute of Biophysics, Goethe University Frankfurt, Max-von-Laue Strasse 1, Frankfurt am Main 60438, Germany
| | - Martin Grininger
- Institute of Organic Chemistry and Chemical Biology, Buchmann Institute for Molecular Life Sciences, Goethe University Frankfurt, Max-von-Laue Strasse 15, Frankfurt am Main 60438, Germany
| |
Collapse
|
24
|
In Silico/In Vitro Strategies Leading to the Discovery of New Nonribosomal Peptide and Polyketide Antibiotics Active against Human Pathogens. Microorganisms 2021; 9:microorganisms9112297. [PMID: 34835423 PMCID: PMC8625390 DOI: 10.3390/microorganisms9112297] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2021] [Revised: 10/29/2021] [Accepted: 11/01/2021] [Indexed: 12/12/2022] Open
Abstract
Antibiotics are majorly important molecules for human health. Following the golden age of antibiotic discovery, a period of decline ensued, characterised by the rediscovery of the same molecules. At the same time, new culture techniques and high-throughput sequencing enabled the discovery of new microorganisms that represent a potential source of interesting new antimicrobial substances to explore. The aim of this review is to present recently discovered nonribosomal peptide (NRP) and polyketide (PK) molecules with antimicrobial activity against human pathogens. We highlight the different in silico/in vitro strategies and approaches that led to their discovery. As a result of technological progress and a better understanding of the NRP and PK synthesis mechanisms, these new antibiotic compounds provide an additional option in human medical treatment and a potential way out of the impasse of antibiotic resistance.
Collapse
|
25
|
Bagde SR, Mathews II, Fromme JC, Kim CY. Modular polyketide synthase contains two reaction chambers that operate asynchronously. Science 2021; 374:723-729. [PMID: 34735234 DOI: 10.1126/science.abi8532] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
[Figure: see text].
Collapse
Affiliation(s)
- Saket R Bagde
- Department of Chemistry and Biochemistry, The University of Texas at El Paso, El Paso, TX 79968, USA.,Department of Molecular Biology and Genetics/Weill Institute for Cell and Molecular Biology, Cornell University, Ithaca, NY 14853, USA
| | - Irimpan I Mathews
- Stanford Synchrotron Radiation Lightsource, SLAC National Accelerator Laboratory, Stanford University, Menlo Park, CA 94025, USA
| | - J Christopher Fromme
- Department of Molecular Biology and Genetics/Weill Institute for Cell and Molecular Biology, Cornell University, Ithaca, NY 14853, USA
| | - Chu-Young Kim
- Department of Chemistry and Biochemistry, The University of Texas at El Paso, El Paso, TX 79968, USA.,Border Biomedical Research Center, The University of Texas at El Paso, El Paso, TX 79968, USA
| |
Collapse
|
26
|
C-Glycoside metabolism in the gut and in nature: Identification, characterization, structural analyses and distribution of C-C bond-cleaving enzymes. Nat Commun 2021; 12:6294. [PMID: 34728636 PMCID: PMC8563793 DOI: 10.1038/s41467-021-26585-1] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2021] [Accepted: 10/12/2021] [Indexed: 01/14/2023] Open
Abstract
C-Glycosides, in which a sugar moiety is linked via a carbon-carbon (C-C) bond to a non-sugar moiety (aglycone), are found in our food and medicine. The C-C bond is cleaved by intestinal microbes and the resulting aglycones exert various bioactivities. Although the enzymes responsible for the reactions have been identified, their catalytic mechanisms and the generality of the reactions in nature remain to be explored. Here, we present the identification and structural basis for the activation of xenobiotic C-glycosides by heterocomplex C-deglycosylation enzymes from intestinal and soil bacteria. They are found to be metal-dependent enzymes exhibiting broad substrate specificity toward C-glycosides. X-ray crystallographic and cryo-electron microscopic analyses, as well as structure-based mutagenesis, reveal the structural details of these enzymes and the detailed catalytic mechanisms of their remarkable C-C bond cleavage reactions. Furthermore, bioinformatic and biochemical analyses suggest that the C-deglycosylation enzymes are widely distributed in the gut, soil, and marine bacteria.
Collapse
|
27
|
|
28
|
Galanie S, Entwistle D, Lalonde J. Engineering biosynthetic enzymes for industrial natural product synthesis. Nat Prod Rep 2021; 37:1122-1143. [PMID: 32364202 DOI: 10.1039/c9np00071b] [Citation(s) in RCA: 51] [Impact Index Per Article: 12.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Covering: 2000 to 2020 Natural products and their derivatives are commercially important medicines, agrochemicals, flavors, fragrances, and food ingredients. Industrial strategies to produce these structurally complex molecules encompass varied combinations of chemical synthesis, biocatalysis, and extraction from natural sources. Interest in engineering natural product biosynthesis began with the advent of genetic tools for pathway discovery. Genes and strains can now readily be synthesized, mutated, recombined, and sequenced. Enzyme engineering has succeeded commercially due to the development of genetic methods, analytical technologies, and machine learning algorithms. Today, engineered biosynthetic enzymes from organisms spanning the tree of life are used industrially to produce diverse molecules. These biocatalytic processes include single enzymatic steps, multienzyme cascades, and engineered native and heterologous microbial strains. This review will describe how biosynthetic enzymes have been engineered to enable commercial and near-commercial syntheses of natural products and their analogs.
Collapse
Affiliation(s)
- Stephanie Galanie
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA.
| | - David Entwistle
- Process Chemistry, Codexis, Inc., Redwood City, California, USA
| | - James Lalonde
- Microbial Digital Genome Engineering, Inscripta, Inc., Pleasanton, California, USA
| |
Collapse
|
29
|
A Combinatorial Approach of High-Throughput Genomics and Mass Proteomics for Understanding the Regulation and Expression of Secondary Metabolite Production in Actinobacteria. mSystems 2021; 6:e0086221. [PMID: 34427500 PMCID: PMC8407205 DOI: 10.1128/msystems.00862-21] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Secondary metabolites produced by Actinobacteria are an important source of antibiotics, drugs, and antimicrobial peptides. However, the large genome size of actinobacteria with high gene coding density makes it difficult to understand the complex regulation of biosynthesis of such critically and economically important products. In the last few decades, apart from genomics sequences, high-throughput proteomics has proven beneficial to understand the key players regulating the expression pattern of secondary metabolite and antibiotic production in different experimental set-ups. In the past, we have been analyzing the genomics data and mass spectrometry-based proteomics to predict the regulation dynamics and crucial regulatory hubs in Actinobacteria. The multidirectional regulation and expression of the biosynthetic gene cluster responsible for the production of important metabolite take their cue from the other primary metabolism pathways with which they show intricate interactions in the interactome. The regulation occurs by not only the action and expression of the biosynthetic gene cluster but also the role of transcription factors and primary metabolic pathways. Using the key players of these interactomes, we can regulate the synthesis/production of these valuable peptides/metabolites. Simultaneously, the multi-omics approach has now opened new gateways in investigation, screening, and identification of naturally occurring antimicrobial peptides from actinobacteria which are beneficial for humans and also provide economic and industrial benefits to humankind.
Collapse
|
30
|
Tippelt A, Nett M. Saccharomyces cerevisiae as host for the recombinant production of polyketides and nonribosomal peptides. Microb Cell Fact 2021; 20:161. [PMID: 34412657 PMCID: PMC8374128 DOI: 10.1186/s12934-021-01650-y] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2021] [Accepted: 08/05/2021] [Indexed: 01/30/2023] Open
Abstract
As a robust, fast growing and genetically tractable organism, the budding yeast Saccharomyces cerevisiae is one of the most widely used hosts in biotechnology. Its applications range from the manufacturing of vaccines and hormones to bulk chemicals and biofuels. In recent years, major efforts have been undertaken to expand this portfolio to include structurally complex natural products, such as polyketides and nonribosomally synthesized peptides. These compounds often have useful pharmacological properties, which make them valuable drugs for the treatment of infectious diseases, cancer, or autoimmune disorders. In nature, polyketides and nonribosomal peptides are generated by consecutive condensation reactions of short chain acyl-CoAs or amino acids, respectively, with the substrates and reaction intermediates being bound to large, multidomain enzymes. For the reconstitution of these multistep catalytic processes, the enzymatic assembly lines need to be functionally expressed and the required substrates must be supplied in reasonable quantities. Furthermore, the production hosts need to be protected from the toxicity of the biosynthetic products. In this review, we will summarize and evaluate the status quo regarding the heterologous production of polyketides and nonribosomal peptides in S. cerevisiae. Based on a comprehensive literature analysis, prerequisites for a successful pathway reconstitution could be deduced, as well as recurring bottlenecks in this microbial host.
Collapse
Affiliation(s)
- Anna Tippelt
- Department of Biochemical and Chemical Engineering, Laboratory of Technical Biology, TU Dortmund University, Emil-Figge-Strasse 66, 44227, Dortmund, Germany
| | - Markus Nett
- Department of Biochemical and Chemical Engineering, Laboratory of Technical Biology, TU Dortmund University, Emil-Figge-Strasse 66, 44227, Dortmund, Germany.
| |
Collapse
|
31
|
Stegemann F, Grininger M. Transacylation Kinetics in Fatty Acid and Polyketide Synthases and its Sensitivity to Point Mutations**. ChemCatChem 2021. [DOI: 10.1002/cctc.202002077] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Affiliation(s)
- Franziska Stegemann
- Institute of Organic Chemistry and Chemical Biology Buchmann Institute for Molecular Life Sciences Goethe University Frankfurt Max-von-Laue-Str. 15 60438 Frankfurt am Main Germany
| | - Martin Grininger
- Institute of Organic Chemistry and Chemical Biology Buchmann Institute for Molecular Life Sciences Goethe University Frankfurt Max-von-Laue-Str. 15 60438 Frankfurt am Main Germany
| |
Collapse
|
32
|
Martín JF, Liras P, Sánchez S. Modulation of Gene Expression in Actinobacteria by Translational Modification of Transcriptional Factors and Secondary Metabolite Biosynthetic Enzymes. Front Microbiol 2021; 12:630694. [PMID: 33796086 PMCID: PMC8007912 DOI: 10.3389/fmicb.2021.630694] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2020] [Accepted: 01/04/2021] [Indexed: 12/20/2022] Open
Abstract
Different types of post-translational modifications are present in bacteria that play essential roles in bacterial metabolism modulation. Nevertheless, limited information is available on these types of modifications in actinobacteria, particularly on their effects on secondary metabolite biosynthesis. Recently, phosphorylation, acetylation, or phosphopantetheneylation of transcriptional factors and key enzymes involved in secondary metabolite biosynthesis have been reported. There are two types of phosphorylations involved in the control of transcriptional factors: (1) phosphorylation of sensor kinases and transfer of the phosphate group to the receiver domain of response regulators, which alters the expression of regulator target genes. (2) Phosphorylation systems involving promiscuous serine/threonine/tyrosine kinases that modify proteins at several amino acid residues, e.g., the phosphorylation of the global nitrogen regulator GlnR. Another post-translational modification is the acetylation at the epsilon amino group of lysine residues. The protein acetylation/deacetylation controls the activity of many short and long-chain acyl-CoA synthetases, transcriptional factors, key proteins of bacterial metabolism, and enzymes for the biosynthesis of non-ribosomal peptides, desferrioxamine, streptomycin, or phosphinic acid-derived antibiotics. Acetyltransferases catalyze acetylation reactions showing different specificity for the acyl-CoA donor. Although it functions as acetyltransferase, there are examples of malonylation, crotonylation, succinylation, or in a few cases acylation activities using bulky acyl-CoA derivatives. Substrates activation by nucleoside triphosphates is one of the central reactions inhibited by lysine acetyltransferases. Phosphorylation/dephosphorylation or acylation/deacylation reactions on global regulators like PhoP, GlnR, AfsR, and the carbon catabolite regulator glucokinase strongly affects the expression of genes controlled by these regulators. Finally, a different type of post-translational protein modification is the phosphopantetheinylation, catalized by phosphopantetheinyl transferases (PPTases). This reaction is essential to modify those enzymes requiring phosphopantetheine groups like non-ribosomal peptide synthetases, polyketide synthases, and fatty acid synthases. Up to five PPTases are present in S. tsukubaensis and S. avermitilis. Different PPTases modify substrate proteins in the PCP or ACP domains of tacrolimus biosynthetic enzymes. Directed mutations of genes encoding enzymes involved in the post-translational modification is a promising tool to enhance the production of bioactive metabolites.
Collapse
Affiliation(s)
- Juan F Martín
- Área de Microbiología, Departamento de Biología Molecular, Universidad de León, León, Spain
| | - Paloma Liras
- Área de Microbiología, Departamento de Biología Molecular, Universidad de León, León, Spain
| | - Sergio Sánchez
- Instituto de Investigaciones Biomédicas, Universidad Nacional Autónoma de México, México, Mexico
| |
Collapse
|
33
|
Singhvi N, Singh P, Prakash O, Gupta V, Lal S, Bechthold A, Singh Y, Singh RK, Lal R. Differential mass spectrometry-based proteome analyses unveil major regulatory hubs in rifamycin B production in Amycolatopsis mediterranei. J Proteomics 2021; 239:104168. [PMID: 33662614 DOI: 10.1016/j.jprot.2021.104168] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2020] [Revised: 02/19/2021] [Accepted: 02/23/2021] [Indexed: 01/18/2023]
Abstract
Rifamycin B is produced by Amycolatopsis mediterranei S699 as a secondary metabolite. Its semi-synthetic derivatives have been used for curing tuberculosis caused by Mycobacterium tuberculosis. But the emergence of rifampicin-resistant strains required analogs of rifamycin B to be developed by rifamycin biosynthetic gene cluster manipulation. In 2014 genetic engineering of the rifamycin polyketide synthase gene cluster in S699 led to a mutant, A. mediterranei DCO#34, that produced 24-desmethylrifamycin B. Unfortunately, the productivity was strongly reduced to 20 mgL-1 as compared to 50 mgL-1 of rifamycin B. To understand the mechanisms leading to reduced productivity and rifamycin biosynthesis by A. mediterranei S699 during the early and late growth phase we performed a proteome study for wild type strain S699, mutant DCO#34, and the non-producer strain SCO2-2. Proteins identification and relative label-free quantification were performed by nLC-MS/MS. Data are available via ProteomeXchange with identifier PXD016416. Also, in-silico protein-protein interaction approach was used to determine the relationship between different structural and regulatory proteins involved in rifamycin biosynthesis. Our studies revealed RifA, RifK, RifL, Rif-Orf19 as the major regulatory hubs. Relative abundance expression values revealed that genes encoding RifC-RifI and the transporter RifP, down-regulated in DCO#34 and genes encoding RifR, RifZ, other regulatory proteins up-regulated. SIGNIFICANCE: The study is designed mainly to understand the underlying mechanisms of rifamycin biosynthesis in Amycolatopsis mediterranei. This resulted in the identification of regulatory hubs which play a crucial role in regulating secondary metabolism. It elucidates the complex mechanism of secondary metabolite biosynthesis and their conversion and extracellular transportation in temporal correlation with the different growth phases. The study also elucidated the mechanisms leading to reduced production of analog, 24-desmethylrifamycin B by the genetically modified strain DCO#34, derivatives of which have been found effective against rifampicin-resistant strains of Mycobacterium tuberculosis. These results can be useful while carrying out genetic manipulations to improve the strains of Amycolatopsis to produce better analogs/drugs and promote the eradication of TB. Thus, this study is contributing significantly to the growing knowledge in the field of the crucial drug, rifamycin B biosynthesis by an economically important bacterium Amycolatopsis mediterranei.
Collapse
Affiliation(s)
- Nirjara Singhvi
- Department of Zoology, University of Delhi, Delhi 110007, India
| | - Priya Singh
- Department of Zoology, University of Delhi, Delhi 110007, India
| | - Om Prakash
- National Centre for Microbial Resource-National Centre for Cell Sciences, Pune, Maharashtra 411007, India
| | - Vipin Gupta
- Department of Zoology, University of Delhi, Delhi 110007, India
| | - Sukanya Lal
- Department of Zoology, Ramjas College, University of Delhi, Delhi 110007, India
| | - Andreas Bechthold
- Pharmaceutical Biology and Biotechnology, Institute of Pharmaceutical Sciences, Albert-Ludwigs University, 79104 Freiburg, Germany
| | - Yogendra Singh
- Department of Zoology, University of Delhi, Delhi 110007, India
| | - Rakesh Kumar Singh
- Translational Science Laboratory, Florida State University, FL 32306, USA
| | - Rup Lal
- Department of Zoology, University of Delhi, Delhi 110007, India.
| |
Collapse
|
34
|
Park D, Swayambhu G, Lyga T, Pfeifer BA. Complex natural product production methods and options. Synth Syst Biotechnol 2021; 6:1-11. [PMID: 33474503 PMCID: PMC7803631 DOI: 10.1016/j.synbio.2020.12.001] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2020] [Revised: 11/19/2020] [Accepted: 12/21/2020] [Indexed: 12/29/2022] Open
Abstract
Natural products have had a major impact upon quality of life, with antibiotics as a classic example of having a transformative impact upon human health. In this contribution, we will highlight both historic and emerging methods of natural product bio-manufacturing. Traditional methods of natural product production relied upon native cellular host systems. In this context, pragmatic and effective methodologies were established to enable widespread access to natural products. In reviewing such strategies, we will also highlight the development of heterologous natural product biosynthesis, which relies instead on a surrogate host system theoretically capable of advanced production potential. In comparing native and heterologous systems, we will comment on the base organisms used for natural product biosynthesis and how the properties of such cellular hosts dictate scaled engineering practices to facilitate compound distribution. In concluding the article, we will examine novel efforts in production practices that entirely eliminate the constraints of cellular production hosts. That is, cell free production efforts will be introduced and reviewed for the purpose of complex natural product biosynthesis. Included in this final analysis will be research efforts made on our part to test the cell free biosynthesis of the complex polyketide antibiotic natural product erythromycin.
Collapse
Affiliation(s)
- Dongwon Park
- Department of Chemical and Biological Engineering, University at Buffalo, The State University of New York, Buffalo, NY, USA
| | - Girish Swayambhu
- Department of Chemical and Biological Engineering, University at Buffalo, The State University of New York, Buffalo, NY, USA
| | - Thomas Lyga
- Department of Chemical and Biological Engineering, University at Buffalo, The State University of New York, Buffalo, NY, USA
| | - Blaine A Pfeifer
- Department of Chemical and Biological Engineering, University at Buffalo, The State University of New York, Buffalo, NY, USA
| |
Collapse
|
35
|
Zhai G, Wang W, Xu W, Sun G, Hu C, Wu X, Cong Z, Deng L, Shi Y, Leadlay PF, Song H, Hong K, Deng Z, Sun Y. Cross-Module Enoylreduction in the Azalomycin F Polyketide Synthase. Angew Chem Int Ed Engl 2020; 59:22738-22742. [PMID: 32865309 DOI: 10.1002/anie.202011357] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2020] [Indexed: 12/14/2022]
Abstract
The colinearity of canonical modular polyketide synthases, which creates a direct link between multienzyme structure and the chemical structure of the biosynthetic end-product, has become a cornerstone of knowledge-based genome mining. Herein, we report genetic and enzymatic evidence for the remarkable role of an enoylreductase in the polyketide synthase for azalomycin F biosynthesis. This internal enoylreductase domain, previously identified as acting only in the second of two chain extension cycles on an initial iterative module, is shown to also catalyze enoylreduction in trans within the next module. The mechanism for this rare deviation from colinearity appears to involve direct cross-modular interaction of the reductase with the longer acyl chain, rather than back transfer of the substrate into the iterative module, suggesting an additional and surprising plasticity in natural PKS assembly-line catalysis.
Collapse
Affiliation(s)
- Guifa Zhai
- Key Laboratory of Combinatorial Biosynthesis and Drug Discovery, Wuhan University), Ministry of Education, and School of Pharmaceutical Sciences, Wuhan University, No. 185 East Lake Road, Wuhan, 430071, P. R. China
| | - Wenyan Wang
- College of Chemistry and Molecular Sciences, Wuhan University, No. 299 Bayi Road, Wuhan, 430072, P. R. China
| | - Wei Xu
- Key Laboratory of Combinatorial Biosynthesis and Drug Discovery, Wuhan University), Ministry of Education, and School of Pharmaceutical Sciences, Wuhan University, No. 185 East Lake Road, Wuhan, 430071, P. R. China.,Current address: Singapore Institute of Food and Biotechnology Innovation, Agency for Science, Technology, and Research (A*STAR), Singapore, Singapore
| | - Guo Sun
- Key Laboratory of Combinatorial Biosynthesis and Drug Discovery, Wuhan University), Ministry of Education, and School of Pharmaceutical Sciences, Wuhan University, No. 185 East Lake Road, Wuhan, 430071, P. R. China
| | - Chaoqun Hu
- Key Laboratory of Combinatorial Biosynthesis and Drug Discovery, Wuhan University), Ministry of Education, and School of Pharmaceutical Sciences, Wuhan University, No. 185 East Lake Road, Wuhan, 430071, P. R. China
| | - Xiangming Wu
- Key Laboratory of Combinatorial Biosynthesis and Drug Discovery, Wuhan University), Ministry of Education, and School of Pharmaceutical Sciences, Wuhan University, No. 185 East Lake Road, Wuhan, 430071, P. R. China
| | - Zisong Cong
- College of Chemistry and Molecular Sciences, Wuhan University, No. 299 Bayi Road, Wuhan, 430072, P. R. China
| | - Liang Deng
- Key Laboratory of Combinatorial Biosynthesis and Drug Discovery, Wuhan University), Ministry of Education, and School of Pharmaceutical Sciences, Wuhan University, No. 185 East Lake Road, Wuhan, 430071, P. R. China
| | - Yanrong Shi
- Key Laboratory of Combinatorial Biosynthesis and Drug Discovery, Wuhan University), Ministry of Education, and School of Pharmaceutical Sciences, Wuhan University, No. 185 East Lake Road, Wuhan, 430071, P. R. China
| | - Peter F Leadlay
- Department of Biochemistry, University of Cambridge, No. 80 Tennis Court Road, Cambridge, CB2 1GA, UK
| | - Heng Song
- College of Chemistry and Molecular Sciences, Wuhan University, No. 299 Bayi Road, Wuhan, 430072, P. R. China
| | - Kui Hong
- Key Laboratory of Combinatorial Biosynthesis and Drug Discovery, Wuhan University), Ministry of Education, and School of Pharmaceutical Sciences, Wuhan University, No. 185 East Lake Road, Wuhan, 430071, P. R. China
| | - Zixin Deng
- Key Laboratory of Combinatorial Biosynthesis and Drug Discovery, Wuhan University), Ministry of Education, and School of Pharmaceutical Sciences, Wuhan University, No. 185 East Lake Road, Wuhan, 430071, P. R. China
| | - Yuhui Sun
- Key Laboratory of Combinatorial Biosynthesis and Drug Discovery, Wuhan University), Ministry of Education, and School of Pharmaceutical Sciences, Wuhan University, No. 185 East Lake Road, Wuhan, 430071, P. R. China
| |
Collapse
|
36
|
Zhai G, Wang W, Xu W, Sun G, Hu C, Wu X, Cong Z, Deng L, Shi Y, Leadlay PF, Song H, Hong K, Deng Z, Sun Y. Cross‐Module Enoylreduction in the Azalomycin F Polyketide Synthase. Angew Chem Int Ed Engl 2020. [DOI: 10.1002/ange.202011357] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Affiliation(s)
- Guifa Zhai
- Key Laboratory of Combinatorial Biosynthesis and Drug Discovery Wuhan University) Ministry of Education, and School of Pharmaceutical Sciences Wuhan University No. 185 East Lake Road Wuhan 430071 P. R. China
| | - Wenyan Wang
- College of Chemistry and Molecular Sciences Wuhan University No. 299 Bayi Road Wuhan 430072 P. R. China
| | - Wei Xu
- Key Laboratory of Combinatorial Biosynthesis and Drug Discovery Wuhan University) Ministry of Education, and School of Pharmaceutical Sciences Wuhan University No. 185 East Lake Road Wuhan 430071 P. R. China
- Current address: Singapore Institute of Food and Biotechnology Innovation Agency for Science, Technology, and Research (A*STAR) Singapore Singapore
| | - Guo Sun
- Key Laboratory of Combinatorial Biosynthesis and Drug Discovery Wuhan University) Ministry of Education, and School of Pharmaceutical Sciences Wuhan University No. 185 East Lake Road Wuhan 430071 P. R. China
| | - Chaoqun Hu
- Key Laboratory of Combinatorial Biosynthesis and Drug Discovery Wuhan University) Ministry of Education, and School of Pharmaceutical Sciences Wuhan University No. 185 East Lake Road Wuhan 430071 P. R. China
| | - Xiangming Wu
- Key Laboratory of Combinatorial Biosynthesis and Drug Discovery Wuhan University) Ministry of Education, and School of Pharmaceutical Sciences Wuhan University No. 185 East Lake Road Wuhan 430071 P. R. China
| | - Zisong Cong
- College of Chemistry and Molecular Sciences Wuhan University No. 299 Bayi Road Wuhan 430072 P. R. China
| | - Liang Deng
- Key Laboratory of Combinatorial Biosynthesis and Drug Discovery Wuhan University) Ministry of Education, and School of Pharmaceutical Sciences Wuhan University No. 185 East Lake Road Wuhan 430071 P. R. China
| | - Yanrong Shi
- Key Laboratory of Combinatorial Biosynthesis and Drug Discovery Wuhan University) Ministry of Education, and School of Pharmaceutical Sciences Wuhan University No. 185 East Lake Road Wuhan 430071 P. R. China
| | - Peter F. Leadlay
- Department of Biochemistry University of Cambridge No. 80 Tennis Court Road Cambridge CB2 1GA UK
| | - Heng Song
- College of Chemistry and Molecular Sciences Wuhan University No. 299 Bayi Road Wuhan 430072 P. R. China
| | - Kui Hong
- Key Laboratory of Combinatorial Biosynthesis and Drug Discovery Wuhan University) Ministry of Education, and School of Pharmaceutical Sciences Wuhan University No. 185 East Lake Road Wuhan 430071 P. R. China
| | - Zixin Deng
- Key Laboratory of Combinatorial Biosynthesis and Drug Discovery Wuhan University) Ministry of Education, and School of Pharmaceutical Sciences Wuhan University No. 185 East Lake Road Wuhan 430071 P. R. China
| | - Yuhui Sun
- Key Laboratory of Combinatorial Biosynthesis and Drug Discovery Wuhan University) Ministry of Education, and School of Pharmaceutical Sciences Wuhan University No. 185 East Lake Road Wuhan 430071 P. R. China
| |
Collapse
|
37
|
Romanowski S, Eustáquio AS. Synthetic biology for natural product drug production and engineering. Curr Opin Chem Biol 2020; 58:137-145. [DOI: 10.1016/j.cbpa.2020.09.006] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2020] [Revised: 09/09/2020] [Accepted: 09/21/2020] [Indexed: 12/23/2022]
|
38
|
Siebels I, Nowak S, Heil CS, Tufar P, Cortina NS, Bode HB, Grininger M. Cell-Free Synthesis of Natural Compounds from Genomic DNA of Biosynthetic Gene Clusters. ACS Synth Biol 2020; 9:2418-2426. [PMID: 32818377 DOI: 10.1021/acssynbio.0c00186] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Abstract
A variety of chemicals can be produced in a living host cell via optimized and engineered biosynthetic pathways. Despite the successes, pathway engineering remains demanding because of the lack of specific functions or substrates in the host cell, the cell's sensitivity in vital physiological processes to the heterologous components, or constrained mass transfer across the membrane. In this study, we show that complex multidomain proteins involved in natural compound biosynthesis can be produced from encoding DNA in vitro in a minimal complex PURE system to directly run multistep reactions. Specifically, we synthesize indigoidine and rhabdopeptides with the in vitro produced multidomain nonribosomal peptide synthetases BpsA and KJ12ABC from the organisms Streptomyces lavendulae and Xenorhabdus KJ12.1, respectively. These in vitro produced proteins are analyzed in yield, post-translational modification and in their ability to synthesize the natural compounds, and compared to recombinantly produced proteins. Our study highlights cell-free PURE system as suitable setting for the characterization of biosynthetic gene clusters that can potentially be harnessed for the rapid engineering of biosynthetic pathways.
Collapse
Affiliation(s)
- Ilka Siebels
- Institute of Organic Chemistry and Chemical Biology, Goethe University Frankfurt, Frankfurt am Main, 60438, Germany
- Buchmann Institute for Molecular Life Sciences, Goethe University Frankfurt, Frankfurt am Main, 60438, Germany
| | - Sarah Nowak
- Fachbereich Biowissenschaften, Molecular Biotechnology, Goethe University Frankfurt, Frankfurt am Main, 60438, Germany
| | - Christina S. Heil
- Institute of Organic Chemistry and Chemical Biology, Goethe University Frankfurt, Frankfurt am Main, 60438, Germany
- Buchmann Institute for Molecular Life Sciences, Goethe University Frankfurt, Frankfurt am Main, 60438, Germany
| | - Peter Tufar
- Institute of Organic Chemistry and Chemical Biology, Goethe University Frankfurt, Frankfurt am Main, 60438, Germany
- Buchmann Institute for Molecular Life Sciences, Goethe University Frankfurt, Frankfurt am Main, 60438, Germany
| | - Niña S. Cortina
- Institute of Organic Chemistry and Chemical Biology, Goethe University Frankfurt, Frankfurt am Main, 60438, Germany
- Buchmann Institute for Molecular Life Sciences, Goethe University Frankfurt, Frankfurt am Main, 60438, Germany
| | - Helge B. Bode
- Buchmann Institute for Molecular Life Sciences, Goethe University Frankfurt, Frankfurt am Main, 60438, Germany
- Fachbereich Biowissenschaften, Molecular Biotechnology, Goethe University Frankfurt, Frankfurt am Main, 60438, Germany
- Senckenberg Gesellschaft für Naturforschung, Frankfurt am Main, 60325, Germany
| | - Martin Grininger
- Institute of Organic Chemistry and Chemical Biology, Goethe University Frankfurt, Frankfurt am Main, 60438, Germany
- Buchmann Institute for Molecular Life Sciences, Goethe University Frankfurt, Frankfurt am Main, 60438, Germany
| |
Collapse
|
39
|
Cogan DP, Li X, Sevillano N, Mathews II, Matsui T, Craik CS, Khosla C. Antibody Probes of Module 1 of the 6-Deoxyerythronolide B Synthase Reveal an Extended Conformation During Ketoreduction. J Am Chem Soc 2020; 142:14933-14939. [PMID: 32786753 DOI: 10.1021/jacs.0c05133] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
The 6-deoxyerythronolide B synthase (DEBS) is a prototypical assembly line polyketide synthase (PKS) that synthesizes the macrocyclic core of the antibiotic erythromycin. Each of its six multidomain modules presumably sample distinct conformations, as biosynthetic intermediates tethered to their acyl carrier proteins interact with multiple active sites during the courses of their catalytic cycles. The spatiotemporal details underlying these protein dynamics remain elusive. Here, we investigate one aspect of this conformational flexibility using two domain-specific monoclonal antibody fragments (Fabs) isolated from a very large naïve human antibody library. Both Fabs, designated 1D10 and 2G10, were bound specifically and with high affinity to the ketoreductase domain of DEBS module 1 (KR1). Comparative kinetic analysis of stand-alone KR1 as well as a truncated bimodular derivative of DEBS revealed that 1D10 inhibited KR1 activity whereas 2G10 did not. Co-crystal structures of each KR1-Fab complex provided a mechanistic rationale for this difference. A hybrid PKS module harboring KR1 was engineered, whose individual catalytic domains have been crystallographically characterized at high resolution. Size exclusion chromatography coupled to small-angle X-ray scattering (SEC-SAXS) of this hybrid module bound to 1D10 provided further support for the catalytic relevance of the "extended" model of a PKS module. Our findings reinforce the power of monoclonal antibodies as tools to interrogate structure-function relationships of assembly line PKSs.
Collapse
Affiliation(s)
| | | | - Natalia Sevillano
- Department of Pharmaceutical Chemistry, University of California San Francisco, San Francisco, California 94158, United States
| | - Irimpan I Mathews
- Stanford Synchrotron Radiation Lightsource, SLAC National Accelerator Laboratory, Stanford University, Menlo Park, California 94025, United States
| | - Tsutomu Matsui
- Stanford Synchrotron Radiation Lightsource, SLAC National Accelerator Laboratory, Stanford University, Menlo Park, California 94025, United States
| | - Charles S Craik
- Department of Pharmaceutical Chemistry, University of California San Francisco, San Francisco, California 94158, United States
| | - Chaitan Khosla
- Chemical Engineering, Stanford University, Stanford, California 94305, United States.,Stanford ChEM-H, Stanford University, Stanford, California 94305, United States
| |
Collapse
|
40
|
Lee HJ, Park YI, Jin HJ. Plausible Minimal Substrate for Erm Protein. Antimicrob Agents Chemother 2020; 64:e00023-20. [PMID: 32571809 PMCID: PMC7449152 DOI: 10.1128/aac.00023-20] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2020] [Accepted: 06/13/2020] [Indexed: 11/20/2022] Open
Abstract
Erm proteins methylate a specific adenine residue (A2058, Escherichia coli coordinates) conferring macrolide-lincosamide-streptogramin B (MLSB) antibiotic resistance on a variety of microorganisms, ranging from antibiotic producers to pathogens. To identify the minimal motif required to be recognized and methylated by the Erm protein, various RNA substrates from 23S rRNA were constructed, and the substrate activity of these constructs was studied using three Erm proteins, namely, ErmB from Firmicutes and ErmE and ErmS from Actinobacteria The shortest motif of 15 nucleotides (nt) could be recognized and methylated by ErmS, consisting of A2051 to the methylatable adenine (A2058) and its base-pairing counterpart strand, presumably assuming a quite similar structure to that in 23S rRNA, an unpaired target adenine immediately followed by an irregular double-stranded RNA region. This observation confirms the ultimate end of each side in helix 73 for methylation, determined by the approaches described above, and could reveal the mechanism behind the binding, recognition, induced fit, methylation, and conformational change for product release in the minimal context of substrate, presumably with the help of structural determination of the protein-RNA complex. In the course of determining the minimal portion of substrate from domain V, protein-specific features could be observed among the Erm proteins in terms of the methylation of RNA substrate and cooperativity and/or allostery between the region in helix 73 furthest away from the target adenine and the large portion of domain V above the methylatable adenine.
Collapse
Affiliation(s)
- Hak Jin Lee
- Department of Life Science, Korea University Graduate School, Seoul, Republic of Korea
- Department of Bioscience and Biotechnology, The University of Suwon, Whasung City, Republic of Korea
| | - Young In Park
- Department of Life Science, Korea University Graduate School, Seoul, Republic of Korea
| | - Hyung Jong Jin
- Department of Bioscience and Biotechnology, The University of Suwon, Whasung City, Republic of Korea
| |
Collapse
|
41
|
Hu D, Sun C, Jin T, Fan G, Mok KM, Li K, Lee SMY. Exploring the Potential of Antibiotic Production From Rare Actinobacteria by Whole-Genome Sequencing and Guided MS/MS Analysis. Front Microbiol 2020; 11:1540. [PMID: 32922368 PMCID: PMC7375171 DOI: 10.3389/fmicb.2020.01540] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2020] [Accepted: 06/12/2020] [Indexed: 11/26/2022] Open
Abstract
Actinobacteria are well recognized for their production of structurally diverse bioactive secondary metabolites, but the rare actinobacterial genera have been underexploited for such potential. To search for new sources of active compounds, an experiment combining genomic analysis and tandem mass spectrometry (MS/MS) screening was designed to isolate and characterize actinobacterial strains from a mangrove environment in Macau. Fourteen actinobacterial strains were isolated from the collected samples. Partial 16S sequences indicated that they were from six genera, including Brevibacterium, Curtobacterium, Kineococcus, Micromonospora, Mycobacterium, and Streptomyces. The isolate sp.01 showing 99.28% sequence similarity with a reference rare actinobacterial species Micromonospora aurantiaca ATCC 27029T was selected for whole genome sequencing. Organization of its gene clusters for secondary metabolite biosynthesis revealed 21 clusters encoded to antibiotic production, which is higher than other Micromonospora species. Of the genome-predicted antibiotics, kanamycin was found through guided MS/MS analysis producible by the M. aurantiaca strain for the first time. The present study highlighted that genomic analysis combined with MS/MS screening is a promising method to discover potential of antibiotic production from rare actinobacteria.
Collapse
Affiliation(s)
- Dini Hu
- School of Ecology and Nature Conservation, Beijing Forestry University, Beijing, China
- Department of Civil and Environmental Engineering, Faculty of Science and Technology, University of Macau, Macau, China
| | - Chenghang Sun
- Institute of Medicinal Biotechnology, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Tao Jin
- Beijing Genomics Institute, Shenzhen, China
| | | | - Kai Meng Mok
- Department of Civil and Environmental Engineering, Faculty of Science and Technology, University of Macau, Macau, China
| | - Kai Li
- School of Ecology and Nature Conservation, Beijing Forestry University, Beijing, China
| | - Simon Ming-Yuen Lee
- State Key Laboratory of Quality Research in Chinese Medicine, Institute of Chinese Medical Sciences, University of Macau, Macau, China
| |
Collapse
|
42
|
Yuet KP, Khosla C. Challenges and opportunities for engineering assembly-line polyketide biosynthesis in Escherichia coli. Metab Eng Commun 2020; 10:e00106. [PMID: 32547924 PMCID: PMC7283498 DOI: 10.1016/j.mec.2019.e00106] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2019] [Revised: 10/28/2019] [Accepted: 10/29/2019] [Indexed: 11/08/2022] Open
Abstract
Assembly-line polyketide synthases generate natural products that have led to many live-saving drugs. The use of E. coli as a heterologous host for reconstituting these enormous and complex enzymatic machines has and will continue to be a critical strategy for understanding them. Here, we concisely summarize successful examples in exploiting E. coli for assembly-line polyketide biosynthesis as well as offer examples of new challenges in which this approach is primed to tackle. Understanding assembly-line PKSs is often challenging in natural hosts. E. coli is a robust host for engineered biosynthesis of polyketides. E. coli will play a vital role in current challenges like deciphering orphan PKSs.
Collapse
Affiliation(s)
- Kai P Yuet
- Department of Chemistry, Stanford University, Stanford, CA, 94305, USA
| | - Chaitan Khosla
- Department of Chemistry, Stanford University, Stanford, CA, 94305, USA.,Department of Chemical Engineering, Stanford University, Stanford, CA, 94305, USA.,Stanford ChEM-H, Stanford University, Stanford, CA, 94305, USA
| |
Collapse
|
43
|
The role of the iterative modules in polyketide synthase evolution. Proc Natl Acad Sci U S A 2020; 117:8680-8682. [PMID: 32291336 DOI: 10.1073/pnas.2004190117] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023] Open
|
44
|
Martín JF, Liras P. The Balance Metabolism Safety Net: Integration of Stress Signals by Interacting Transcriptional Factors in Streptomyces and Related Actinobacteria. Front Microbiol 2020; 10:3120. [PMID: 32038560 PMCID: PMC6988585 DOI: 10.3389/fmicb.2019.03120] [Citation(s) in RCA: 36] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2019] [Accepted: 12/24/2019] [Indexed: 12/19/2022] Open
Abstract
Soil dwelling Streptomyces species are faced with large variations in carbon or nitrogen sources, phosphate, oxygen, iron, sulfur, and other nutrients. These drastic changes in key nutrients result in an unbalanced metabolism that have undesirable consequences for growth, cell differentiation, reproduction, and secondary metabolites biosynthesis. In the last decades evidence has accumulated indicating that mechanisms to correct metabolic unbalances in Streptomyces species take place at the transcriptional level, mediated by different transcriptional factors. For example, the master regulator PhoP and the large SARP-type regulator AfsR bind to overlapping sequences in the afsS promoter and, therefore, compete in the integration of signals of phosphate starvation and S-adenosylmethionine (SAM) concentrations. The cross-talk between phosphate control of metabolism, mediated by the PhoR-PhoP system, and the pleiotropic orphan nitrogen regulator GlnR, is very interesting; PhoP represses GlnR and other nitrogen metabolism genes. The mechanisms of control by GlnR of several promoters of ATP binding cassettes (ABC) sugar transporters and carbon metabolism are highly elaborated. Another important cross-talk that governs nitrogen metabolism involves the competition between GlnR and the transcriptional factor MtrA. GlnR and MtrA exert opposite effects on expression of nitrogen metabolism genes. MtrA, under nitrogen rich conditions, represses expression of nitrogen assimilation and regulatory genes, including GlnR, and competes with GlnR for the GlnR binding sites. Strikingly, these sites also bind to PhoP. Novel examples of interacting transcriptional factors, discovered recently, are discussed to provide a broad view of this interactions. Altogether, these findings indicate that cross-talks between the major transcriptional factors protect the cell metabolic balance. A detailed analysis of the transcriptional factors binding sequences suggests that the transcriptional factors interact with specific regions, either by overlapping the recognition sequence of other factors or by binding to adjacent sites in those regions. Additional interactions on the regulatory backbone are provided by sigma factors, highly phosphorylated nucleotides, cyclic dinucleotides, and small ligands that interact with cognate receptor proteins and with TetR-type transcriptional regulators. We propose to define the signal integration DNA regions (so called integrator sites) that assemble responses to different stress, nutritional or environmental signals. These integrator sites constitute nodes recognized by two, three, or more transcriptional factors to compensate the unbalances produced by metabolic stresses. This interplay mechanism acts as a safety net to prevent major damage to the metabolism under extreme nutritional and environmental conditions.
Collapse
Affiliation(s)
- Juan F Martín
- Área de Microbiología, Departamento de Biología Molecular, Universidad de León, León, Spain
| | - Paloma Liras
- Área de Microbiología, Departamento de Biología Molecular, Universidad de León, León, Spain
| |
Collapse
|
45
|
Nivina A, Yuet KP, Hsu J, Khosla C. Evolution and Diversity of Assembly-Line Polyketide Synthases. Chem Rev 2019; 119:12524-12547. [PMID: 31838842 PMCID: PMC6935866 DOI: 10.1021/acs.chemrev.9b00525] [Citation(s) in RCA: 177] [Impact Index Per Article: 29.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2019] [Indexed: 12/11/2022]
Abstract
Assembly-line polyketide synthases (PKSs) are among the most complex protein machineries known in nature, responsible for the biosynthesis of numerous compounds used in the clinic. Their present-day diversity is the result of an evolutionary path that has involved the emergence of a multimodular architecture and further diversification of assembly-line PKSs. In this review, we provide an overview of previous studies that investigated PKS evolution and propose a model that challenges the currently prevailing view that gene duplication has played a major role in the emergence of multimodularity. We also analyze the ensemble of orphan PKS clusters sequenced so far to evaluate how large the entire diversity of assembly-line PKS clusters and their chemical products could be. Finally, we examine the existing techniques to access the natural PKS diversity in natural and heterologous hosts and describe approaches to further expand this diversity through engineering.
Collapse
Affiliation(s)
- Aleksandra Nivina
- Department
of Chemistry, Stanford ChEM-H, Department of Chemical Engineering Stanford
University, Stanford, California 94305, United States
| | - Kai P. Yuet
- Department
of Chemistry, Stanford ChEM-H, Department of Chemical Engineering Stanford
University, Stanford, California 94305, United States
| | - Jake Hsu
- Department
of Chemistry, Stanford ChEM-H, Department of Chemical Engineering Stanford
University, Stanford, California 94305, United States
| | - Chaitan Khosla
- Department
of Chemistry, Stanford ChEM-H, Department of Chemical Engineering Stanford
University, Stanford, California 94305, United States
| |
Collapse
|
46
|
Robertsen HL, Musiol-Kroll EM. Actinomycete-Derived Polyketides as a Source of Antibiotics and Lead Structures for the Development of New Antimicrobial Drugs. Antibiotics (Basel) 2019; 8:E157. [PMID: 31547063 PMCID: PMC6963833 DOI: 10.3390/antibiotics8040157] [Citation(s) in RCA: 39] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2019] [Revised: 09/08/2019] [Accepted: 09/10/2019] [Indexed: 01/15/2023] Open
Abstract
Actinomycetes are remarkable producers of compounds essential for human and veterinary medicine as well as for agriculture. The genomes of those microorganisms possess several sets of genes (biosynthetic gene cluster (BGC)) encoding pathways for the production of the valuable secondary metabolites. A significant proportion of the identified BGCs in actinomycetes encode pathways for the biosynthesis of polyketide compounds, nonribosomal peptides, or hybrid products resulting from the combination of both polyketide synthases (PKSs) and nonribosomal peptide synthetases (NRPSs). The potency of these molecules, in terms of bioactivity, was recognized in the 1940s, and started the "Golden Age" of antimicrobial drug discovery. Since then, several valuable polyketide drugs, such as erythromycin A, tylosin, monensin A, rifamycin, tetracyclines, amphotericin B, and many others were isolated from actinomycetes. This review covers the most relevant actinomycetes-derived polyketide drugs with antimicrobial activity, including anti-fungal agents. We provide an overview of the source of the compounds, structure of the molecules, the biosynthetic principle, bioactivity and mechanisms of action, and the current stage of development. This review emphasizes the importance of actinomycetes-derived antimicrobial polyketides and should serve as a "lexicon", not only to scientists from the Natural Products field, but also to clinicians and others interested in this topic.
Collapse
Affiliation(s)
- Helene L Robertsen
- Interfakultäres Institut für Mikrobiologie und Infektionsmedizin, Eberhard Karls Universität Tübingen, Auf der Morgenstelle 28, 72076 Tübingen, Germany.
| | - Ewa M Musiol-Kroll
- Interfakultäres Institut für Mikrobiologie und Infektionsmedizin, Eberhard Karls Universität Tübingen, Auf der Morgenstelle 28, 72076 Tübingen, Germany.
| |
Collapse
|
47
|
Kornfuehrer T, Eustáquio AS. Diversification of polyketide structures via synthase engineering. MEDCHEMCOMM 2019; 10:1256-1272. [PMID: 32180918 PMCID: PMC7053703 DOI: 10.1039/c9md00141g] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/08/2019] [Accepted: 05/09/2019] [Indexed: 12/16/2022]
Abstract
Polyketide natural products possess diverse biological activities including antibiotic, anticancer, and immunosuppressive. Their equally varied and complex structures arise from head-to-tail condensation of simple carboxyacyl monomers. Since the seminal discovery that biosynthesis of polyketides such as the macrolide erythromycin is catalyzed by uncharacteristically large, multifunctional enzymes, termed modular type I polyketide synthases, chemists and biologists alike have been inspired to harness the apparent modularity of the synthases to further diversify polyketide structures. Yet, initial attempts to perform "combinatorial biosynthesis" failed due to challenges associated with maintaining the structural and catalytic integrity of large, chimeric synthases. Fast forward nearly 30 years, and advancements in our understanding of polyketide synthase structure and function have allowed the field to make significant progress toward effecting desired modifications to polyketide scaffolds in addition to engineering small, chiral fragments. This review highlights selected examples of polyketide diversification via control of monomer selection, oxidation state, stereochemistry, and cyclization. We conclude with a perspective on the present and future of polyketide structure diversification and hope that the examples presented here will encourage medicinal chemists to embrace polyketide synthetic biology as a means to revitalize polyketide drug discovery.
Collapse
Affiliation(s)
- Taylor Kornfuehrer
- Department of Medicinal Chemistry and Pharmacognosy and Center for Biomolecular Sciences , College of Pharmacy , University of Illinois at Chicago , Chicago , Illinois 60607 , USA . ; Tel: +1 3124137082
| | - Alessandra S Eustáquio
- Department of Medicinal Chemistry and Pharmacognosy and Center for Biomolecular Sciences , College of Pharmacy , University of Illinois at Chicago , Chicago , Illinois 60607 , USA . ; Tel: +1 3124137082
| |
Collapse
|
48
|
You D, Wang MM, Yin BC, Ye BC. Precursor Supply for Erythromycin Biosynthesis: Engineering of Propionate Assimilation Pathway Based on Propionylation Modification. ACS Synth Biol 2019; 8:371-380. [PMID: 30657660 DOI: 10.1021/acssynbio.8b00396] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Erythromycin is necessary in medical treatment and known to be biosynthesized with propionyl-CoA as direct precursor. Oversupply of propionyl-CoA induced hyperpropionylation, which was demonstrated as harmful for erythromycin synthesis in Saccharopolyspora erythraea. Herein, we identified three propionyl-CoA synthetases regulated by propionylation, and one propionyl-CoA synthetase SACE_1780 revealed resistance to propionylation. A practical strategy for raising the precursor (propionyl-CoA) supply bypassing the feedback inhibition caused by propionylation was developed through two approaches: deletion of the propionyltransferase AcuA, and SACE_1780 overexpression. The constructed Δ acuA strain presented a 10% increase in erythromycin yield; SACE_1780 overexpression strain produced 33% higher erythromycin yield than the wildtype strain NRRL2338 and 22% higher erythromycin yield than the industrial high yield Ab strain. These findings uncover the role of protein acylation in precursor supply for antibiotics biosynthesis and provide efficient post-translational modification-metabolic engineering strategy (named as PTM-ME) in synthetic biology for improvement of secondary metabolites.
Collapse
Affiliation(s)
- Di You
- Laboratory of Biosystems and Microanalysis, State Key Laboratory of Bioreactor Engineering, East China University of Science and Technology, Shanghai 200237, China
| | - Miao-Miao Wang
- Laboratory of Biosystems and Microanalysis, State Key Laboratory of Bioreactor Engineering, East China University of Science and Technology, Shanghai 200237, China
| | - Bin-Cheng Yin
- Laboratory of Biosystems and Microanalysis, State Key Laboratory of Bioreactor Engineering, East China University of Science and Technology, Shanghai 200237, China
| | - Bang-Ce Ye
- Laboratory of Biosystems and Microanalysis, State Key Laboratory of Bioreactor Engineering, East China University of Science and Technology, Shanghai 200237, China
- Institute of Engineering Biology and Health, Collaborative Innovation Center of Yangtze River Delta Region Green Pharmaceuticals, College of Pharmaceutical Sciences, Zhejiang University of Technology, Hangzhou 310014, Zhejiang, China
- School of Chemistry and Chemical Engineering, Shihezi University, Xinjiang 832000, China
| |
Collapse
|
49
|
Connolly JA, Wilson A, Macioszek M, Song Z, Wang L, Mohammad HH, Yadav M, di Martino M, Miller CE, Hothersall J, Haines AS, Stephens ER, Crump MP, Willis CL, Simpson TJ, Winn PJ, Thomas CM. Defining the genes for the final steps in biosynthesis of the complex polyketide antibiotic mupirocin by Pseudomonas fluorescens NCIMB10586. Sci Rep 2019; 9:1542. [PMID: 30733464 PMCID: PMC6367315 DOI: 10.1038/s41598-018-38038-9] [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: 04/27/2018] [Accepted: 12/17/2018] [Indexed: 11/09/2022] Open
Abstract
The mupirocin trans-AT polyketide synthase pathway, provides a model system for manipulation of antibiotic biosynthesis. Its final phase involves removal of the tertiary hydroxyl group from pseudomonic acid B, PA-B, producing the fully active PA-A in a complex series of steps. To further clarify requirements for this conversion, we fed extracts containing PA-B to mutants of the producer strain singly deficient in each mup gene. This additionally identified mupM and mupN as required plus the sequence but not enzymic activity of mupL and ruled out need for other mup genes. A plasmid expressing mupLMNOPVCFU + macpE together with a derivative of the producer P. fluorescens strain NCIMB10586 lacking the mup cluster allowed conversion of PA-B to PA-A. MupN converts apo-mAcpE to holo-form while MupM is a mupirocin-resistant isoleucyl tRNA synthase, preventing self-poisoning. Surprisingly, the expression plasmid failed to allow the closely related P. fluorescens strain SBW25 to convert PA-B to PA-A.
Collapse
Affiliation(s)
- Jack A Connolly
- School of Biosciences, University of Birmingham, Edgbaston, Birmingham, B15 2TT, UK.,School of Chemistry, University of St Andrews, BMS Building, North Haugh, St Andrews, KY16 9ST, UK
| | - Amber Wilson
- School of Biosciences, University of Birmingham, Edgbaston, Birmingham, B15 2TT, UK
| | - Malgorzata Macioszek
- School of Biosciences, University of Birmingham, Edgbaston, Birmingham, B15 2TT, UK.,Dr M. Macioszek, DOCS International Poland, ul. Grojecka 5, 02-019, Warszawa, Poland
| | - Zhongshu Song
- School of Chemistry, University of Bristol, Cantock's Close, Bristol, BS8 1TS, UK
| | - Luoyi Wang
- School of Chemistry, University of Bristol, Cantock's Close, Bristol, BS8 1TS, UK
| | - Hadi H Mohammad
- School of Biosciences, University of Birmingham, Edgbaston, Birmingham, B15 2TT, UK.,College of Medicine, Kirkuk University, Kirkuk, Iraq
| | - Mukul Yadav
- School of Biosciences, University of Birmingham, Edgbaston, Birmingham, B15 2TT, UK
| | - Maura di Martino
- School of Biosciences, University of Birmingham, Edgbaston, Birmingham, B15 2TT, UK.,Ms M. di Martino, Dept Biology, University of York, Wentworth Way, York, YO10 5DD, UK
| | - Claire E Miller
- School of Biosciences, University of Birmingham, Edgbaston, Birmingham, B15 2TT, UK.,Dr C. E. Miller, The BioHub Birmingham, Birmingham Research Park, 97 Vincent Drive, Edgbaston, Birmingham, B15 2SQ, UK
| | - Joanne Hothersall
- School of Biosciences, University of Birmingham, Edgbaston, Birmingham, B15 2TT, UK
| | - Anthony S Haines
- School of Biosciences, University of Birmingham, Edgbaston, Birmingham, B15 2TT, UK
| | - Elton R Stephens
- School of Biosciences, University of Birmingham, Edgbaston, Birmingham, B15 2TT, UK
| | - Matthew P Crump
- School of Chemistry, University of Bristol, Cantock's Close, Bristol, BS8 1TS, UK
| | - Christine L Willis
- School of Chemistry, University of Bristol, Cantock's Close, Bristol, BS8 1TS, UK
| | - Thomas J Simpson
- School of Chemistry, University of Bristol, Cantock's Close, Bristol, BS8 1TS, UK
| | - Peter J Winn
- School of Biosciences, University of Birmingham, Edgbaston, Birmingham, B15 2TT, UK
| | - Christopher M Thomas
- School of Biosciences, University of Birmingham, Edgbaston, Birmingham, B15 2TT, UK.
| |
Collapse
|
50
|
Skiba MA, Bivins MM, Schultz JR, Bernard SM, Fiers WD, Dan Q, Kulkarni S, Wipf P, Gerwick WH, Sherman DH, Aldrich CC, Smitha JL. Structural Basis of Polyketide Synthase O-Methylation. ACS Chem Biol 2018; 13:3221-3228. [PMID: 30489068 PMCID: PMC6470024 DOI: 10.1021/acschembio.8b00687] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
Modular type I polyketide synthases (PKSs) produce some of the most chemically complex metabolites in nature through a series of multienzyme modules. Each module contains a variety of catalytic domains to selectively tailor the growing molecule. PKS O-methyltransferases ( O-MTs) are predicted to methylate β-hydroxyl or β-keto groups, but their activity and structure have not been reported. We determined the domain boundaries and characterized the catalytic activity and structure of the StiD and StiE O-MTs, which methylate opposite β-hydroxyl stereocenters in the myxobacterial stigmatellin biosynthetic pathway. Substrate stereospecificity was demonstrated for the StiD O-MT. Key catalytic residues were identified in the crystal structures and investigated in StiE O-MT via site-directed mutagenesis and further validated with the cyanobacterial CurL O-MT from the curacin biosynthetic pathway. Initial structural and biochemical analysis of PKS O-MTs supplies a new chemoenzymatic tool, with the unique ability to selectively modify hydroxyl groups during polyketide biosynthesis.
Collapse
Affiliation(s)
- Meredith A. Skiba
- Life Sciences Institute, University of Michigan, Ann Arbor, MI, 48109, United States
- Department of Biological Chemistry, University of Michigan, Ann Arbor, MI, 48109, United States
| | - Marissa M. Bivins
- Life Sciences Institute, University of Michigan, Ann Arbor, MI, 48109, United States
| | - John R. Schultz
- Department of Medicinal Chemistry, University of Minnesota, Minneapolis, MN, 55455, United States
| | - Steffen M. Bernard
- Life Sciences Institute, University of Michigan, Ann Arbor, MI, 48109, United States
- Chemical Biology Doctoral Program, University of Michigan, Ann Arbor, MI, 48109, United States
| | - William D. Fiers
- Department of Medicinal Chemistry, University of Minnesota, Minneapolis, MN, 55455, United States
| | - Qingyun Dan
- Life Sciences Institute, University of Michigan, Ann Arbor, MI, 48109, United States
| | - Sarang Kulkarni
- Department of Chemistry, University of Pittsburgh, Pittsburgh, PA, 15206, United States
| | - Peter Wipf
- Department of Chemistry, University of Pittsburgh, Pittsburgh, PA, 15206, United States
| | - William H. Gerwick
- Center for Marine Biotechnology and Biomedicine, Scripps Institution of Oceanography, University of California San Diego, La Jolla, CA, 92093, United States
- Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California San Diego, La Jolla, CA, 92093, United States
| | - David H. Sherman
- Life Sciences Institute, University of Michigan, Ann Arbor, MI, 48109, United States
- Department of Medicinal Chemistry, University of Michigan, Ann Arbor, MI, 48109, United States
- Department of Chemistry, University of Michigan, Ann Arbor, MI, 48109, United States
- Department of Microbiology and Immunology, University of Michigan, Ann Arbor, MI, 48109, United States
| | - Courtney C. Aldrich
- Department of Medicinal Chemistry, University of Minnesota, Minneapolis, MN, 55455, United States
| | - Janet L. Smitha
- Life Sciences Institute, University of Michigan, Ann Arbor, MI, 48109, United States
- Department of Biological Chemistry, University of Michigan, Ann Arbor, MI, 48109, United States
| |
Collapse
|