1
|
Ancajas CMF, Oyedele AS, Butt CM, Walker AS. Advances, opportunities, and challenges in methods for interrogating the structure activity relationships of natural products. Nat Prod Rep 2024. [PMID: 38912779 DOI: 10.1039/d4np00009a] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/25/2024]
Abstract
Time span in literature: 1985-early 2024Natural products play a key role in drug discovery, both as a direct source of drugs and as a starting point for the development of synthetic compounds. Most natural products are not suitable to be used as drugs without further modification due to insufficient activity or poor pharmacokinetic properties. Choosing what modifications to make requires an understanding of the compound's structure-activity relationships. Use of structure-activity relationships is commonplace and essential in medicinal chemistry campaigns applied to human-designed synthetic compounds. Structure-activity relationships have also been used to improve the properties of natural products, but several challenges still limit these efforts. Here, we review methods for studying the structure-activity relationships of natural products and their limitations. Specifically, we will discuss how synthesis, including total synthesis, late-stage derivatization, chemoenzymatic synthetic pathways, and engineering and genome mining of biosynthetic pathways can be used to produce natural product analogs and discuss the challenges of each of these approaches. Finally, we will discuss computational methods including machine learning methods for analyzing the relationship between biosynthetic genes and product activity, computer aided drug design techniques, and interpretable artificial intelligence approaches towards elucidating structure-activity relationships from models trained to predict bioactivity from chemical structure. Our focus will be on these latter topics as their applications for natural products have not been extensively reviewed. We suggest that these methods are all complementary to each other, and that only collaborative efforts using a combination of these techniques will result in a full understanding of the structure-activity relationships of natural products.
Collapse
Affiliation(s)
| | | | - Caitlin M Butt
- Department of Chemistry, Vanderbilt University, Nashville, TN, USA.
| | - Allison S Walker
- Department of Chemistry, Vanderbilt University, Nashville, TN, USA.
- Department of Biological Sciences, Vanderbilt University, Nashville, TN, USA
- Department of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville, TN, USA
| |
Collapse
|
2
|
Skellam E, Rajendran S, Li L. Combinatorial biosynthesis for the engineering of novel fungal natural products. Commun Chem 2024; 7:89. [PMID: 38637654 PMCID: PMC11026467 DOI: 10.1038/s42004-024-01172-9] [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: 01/21/2024] [Accepted: 04/08/2024] [Indexed: 04/20/2024] Open
Abstract
Natural products are small molecules synthesized by fungi, bacteria and plants, which historically have had a profound effect on human health and quality of life. These natural products have evolved over millions of years resulting in specific biological functions that may be of interest for pharmaceutical, agricultural, or nutraceutical use. Often natural products need to be structurally modified to make them suitable for specific applications. Combinatorial biosynthesis is a method to alter the composition of enzymes needed to synthesize a specific natural product resulting in structurally diversified molecules. In this review we discuss different approaches for combinatorial biosynthesis of natural products via engineering fungal enzymes and biosynthetic pathways. We highlight the biosynthetic knowledge gained from these studies and provide examples of new-to-nature bioactive molecules, including molecules synthesized using combinations of fungal and non-fungal enzymes.
Collapse
Affiliation(s)
- Elizabeth Skellam
- Department of Chemistry, University of North Texas, 1155 Union Circle, Denton, TX, 76203, USA.
- BioDiscovery Institute, University of North Texas, 1155 Union Circle, Denton, TX, 76203, USA.
- Department of Biological Sciences, University of North Texas, 1155 Union Circle, Denton, TX, 76203, USA.
| | - Sanjeevan Rajendran
- Department of Chemistry, University of North Texas, 1155 Union Circle, Denton, TX, 76203, USA
- BioDiscovery Institute, University of North Texas, 1155 Union Circle, Denton, TX, 76203, USA
| | - Lei Li
- Department of Chemistry, University of North Texas, 1155 Union Circle, Denton, TX, 76203, USA
- BioDiscovery Institute, University of North Texas, 1155 Union Circle, Denton, TX, 76203, USA
| |
Collapse
|
3
|
Santos‐Beneit F. What is the role of microbial biotechnology and genetic engineering in medicine? Microbiologyopen 2024; 13:e1406. [PMID: 38556942 PMCID: PMC10982607 DOI: 10.1002/mbo3.1406] [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: 01/12/2024] [Revised: 02/26/2024] [Accepted: 03/12/2024] [Indexed: 04/02/2024] Open
Abstract
Microbial products are essential for developing various therapeutic agents, including antibiotics, anticancer drugs, vaccines, and therapeutic enzymes. Genetic engineering techniques, functional genomics, and synthetic biology unlock previously uncharacterized natural products. This review highlights major advances in microbial biotechnology, focusing on gene-based technologies for medical applications.
Collapse
Affiliation(s)
- Fernando Santos‐Beneit
- Institute of Sustainable ProcessesValladolidSpain
- Department of Chemical Engineering and Environmental Technology, School of Industrial EngineeringUniversity of ValladolidValladolidSpain
| |
Collapse
|
4
|
Lee YCJ, Javdan B. Ice Cores as a Source for Antimicrobials: From Bioprospecting to Biodesign. BIODESIGN RESEARCH 2023; 5:0024. [PMID: 37928441 PMCID: PMC10623340 DOI: 10.34133/bdr.0024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2023] [Accepted: 10/21/2023] [Indexed: 11/07/2023] Open
Abstract
The golden age has passed for antibiotic discovery, and while some antibiotics are currently in various phases of clinical trials in the United States, many pharmaceutical companies have abandoned antibiotic research. With the need for antibiotics, we should expand our horizon for therapeutic mining and can look toward understudied sources such as ice cores. Ice cores contain microorganisms and genetic material that have been frozen in time for thousands of years. The antibiotics used by these organisms are encoded in their genomes, which can be unlocked, identified, and characterized with modern advances in molecular biology, genetic sequencing, various computational approaches, and established natural product discovery pipelines. While synthetic biology can be used in natural product discovery approaches, synthetic biology and bioengineering efforts can also be leveraged in the selection and biodesign of increased compound yields, potency, and stability. Here, we provide the perspective that ice cores can be a source of novel antibiotic compounds and that the tools of synthetic biology can be used to design better antimicrobials.
Collapse
Affiliation(s)
| | - Bahar Javdan
- Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ 08901, USA
| |
Collapse
|
5
|
West AKR, Bailey CB. Crosstalk between primary and secondary metabolism: Interconnected fatty acid and polyketide biosynthesis in prokaryotes. Bioorg Med Chem Lett 2023; 91:129377. [PMID: 37328038 PMCID: PMC11239236 DOI: 10.1016/j.bmcl.2023.129377] [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: 05/13/2023] [Revised: 06/03/2023] [Accepted: 06/11/2023] [Indexed: 06/18/2023]
Abstract
In primary metabolism, fatty acid synthases (FASs) biosynthesize fatty acids via sequential Claisen-like condensations of malonyl-CoA followed by reductive processing. Likewise, polyketide synthases (PKSs) share biosynthetic logic with FAS which includes utilizing the same precursors and cofactors. However, PKS biosynthesize structurally diverse, complex secondary metabolites, many of which are pharmaceutically relevant. This digest covers examples of interconnected biosynthesis between primary and secondary metabolism in fatty acid and polyketide metabolism. Taken together, further understanding the biosynthetic linkage between polyketide biosynthesis and fatty acid biosynthesis may lead to improved discovery and production of novel drug leads from polyketide metabolites.
Collapse
Affiliation(s)
- Anna-Kay R West
- Department of Chemistry, University of Tennessee-Knoxville, Knoxville, TN 37996, USA
| | - Constance B Bailey
- Department of Chemistry, University of Tennessee-Knoxville, Knoxville, TN 37996, USA; School of Chemistry, The University of Sydney, Camperdown, New South Wales 2006, Australia.
| |
Collapse
|
6
|
Wang Y, Zhou S, Li R, Liu Q, Shao X, Zhu L, Kang MK, Wei G, Kim SW, Wang C. Reassessing Acetyl-CoA Supply and NADPH Availability for Mevalonate Biosynthesis from Glycerol in Escherichia coli. Biotechnol Bioeng 2022; 119:2868-2877. [PMID: 35781874 DOI: 10.1002/bit.28167] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2022] [Revised: 06/14/2022] [Accepted: 06/29/2022] [Indexed: 11/10/2022]
Abstract
Mevalonate is an important platform compound for the biosynthesis of isoprenoids. It can be synthesized from acetyl-CoA in the presence of NADPH by the introduced mvaES operon in Escherichia coli. The influences of E. coli hosts, acetyl-CoA supply, and NADPH availability were assessed and engineered to improve the production titer and yield of mevalonate from glycerol. As a result, E. coli DH5α was found to be the best host with the high specific capability and titer of mevalonate from glycerol. Through the engineering of phosphoketolase-phosphotransacetylase (xPK-PTA) bypass and NADPH availability, a final titer of 7.21 g/L with a specific capability of 1.36 g/g DCW was gained in flask culture. Our work could offer new information to metabolically engineer the mevalonate pathway for the efficient production of isoprenoids. This article is protected by copyright. All rights reserved.
Collapse
Affiliation(s)
- Yan Wang
- School of Biology and Basic Medical Sciences, Soochow University, Suzhou, People's Republic of China
| | - Shenting Zhou
- School of Biology and Basic Medical Sciences, Soochow University, Suzhou, People's Republic of China
| | - Runyi Li
- School of Biology and Basic Medical Sciences, Soochow University, Suzhou, People's Republic of China
| | - Qian Liu
- School of Biology and Basic Medical Sciences, Soochow University, Suzhou, People's Republic of China
| | - Xixi Shao
- School of Biology and Basic Medical Sciences, Soochow University, Suzhou, People's Republic of China
| | - Liyan Zhu
- School of Biology and Basic Medical Sciences, Soochow University, Suzhou, People's Republic of China
| | - Min-Kyoung Kang
- Division of Applied Life Science (BK21 Plus), PMBBRC, Gyeongsang National University, Jinju, Republic of Korea
| | - Gongyuan Wei
- School of Biology and Basic Medical Sciences, Soochow University, Suzhou, People's Republic of China
| | - Seon-Won Kim
- Division of Applied Life Science (BK21 Plus), PMBBRC, Gyeongsang National University, Jinju, Republic of Korea
| | - Chonglong Wang
- School of Biology and Basic Medical Sciences, Soochow University, Suzhou, People's Republic of China
| |
Collapse
|
7
|
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: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [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
|
8
|
Roux I, Bowles S, Kalaitzis JA, Vuong D, Lacey E, Chooi YH, Piggott AM. Characterisation and heterologous biosynthesis of burnettiene A, a new polyene-decalin polyketide from Aspergillus burnettii. Org Biomol Chem 2021; 19:9506-9513. [PMID: 34714309 DOI: 10.1039/d1ob01766g] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
Abstract
Chemical exploration of the recently described Australian fungus, Aspergillus burnettii, uncovered a new metabolite, burnettiene A. Here, we characterise the structure of burnettiene A as a polyene-decalin polyketide. Bioinformatic analysis of the genome of A. burnettii identified a putative biosynthetic gene cluster for burnettiene A (bue), consisting of eight genes and sharing similarity to the fusarielin gene cluster. Introduction of the reassembled bue gene cluster into Aspergillus nidulans for heterologous expression resulted in the production of burnettiene A under native promoters. Omission of bueE encoding a cytochrome P450 led to the production of preburnettiene A, confirming that BueE is responsible for catalysing the regiospecific multi-oxidation of terminal methyl groups to carboxylic acids. Similarly, bueF was shown to encode an ester-forming methyltransferase, with its omission resulting in the production of the tricarboxylic acid, preburnettiene B. Introduction of an additional copy of the transcription factor bueR under the regulation of the gpdA promoter significantly improved the heterologous production of the burnettienes. Burnettiene A displayed strong in vitro cytotoxicity against mouse myeloma NS-1 cells (MIC 0.8 μg mL-1).
Collapse
Affiliation(s)
- Indra Roux
- School of Molecular Sciences, The University of Western Australia, Perth, WA 6009, Australia.
| | - Simon Bowles
- Microbial Screening Technologies Pty. Ltd, Smithfield, NSW 2164, Australia
| | - John A Kalaitzis
- Microbial Screening Technologies Pty. Ltd, Smithfield, NSW 2164, Australia
- Department of Molecular Sciences, Macquarie University, Sydney, NSW 2109, Australia.
| | - Daniel Vuong
- Microbial Screening Technologies Pty. Ltd, Smithfield, NSW 2164, Australia
| | - Ernest Lacey
- Microbial Screening Technologies Pty. Ltd, Smithfield, NSW 2164, Australia
- Department of Molecular Sciences, Macquarie University, Sydney, NSW 2109, Australia.
| | - Yit-Heng Chooi
- School of Molecular Sciences, The University of Western Australia, Perth, WA 6009, Australia.
| | - Andrew M Piggott
- Department of Molecular Sciences, Macquarie University, Sydney, NSW 2109, Australia.
| |
Collapse
|
9
|
Heinrich S, Grote M, Sievers S, Kushnir S, Schulz F. Polyether Cyclization Cascade Alterations in Response to Monensin Polyketide Synthase Mutations. Chembiochem 2021; 23:e202100584. [PMID: 34729883 DOI: 10.1002/cbic.202100584] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2021] [Indexed: 11/11/2022]
Abstract
The targeted manipulation of polyketide synthases has in recent years led to numerous new-to-nature polyketides. For type I polyketide synthases the response of post-polyketide synthases (PKS) processing enzymes onto the most frequently polyketide backbone manipulations is so far insufficiently studied. In particular, complex processes such as the polyether cyclisation in the biosynthesis of ionophores such as monensin pose interesting objects of research. We present here a study of the substrate promiscuity of the polyether cyclisation cascade enzymes in monensin biosynthesis in the conversion of redox derivatives of the nascent polyketide chain. LC-HRMS/MS2 -based studies revealed a remarkable flexibility of the post-PKS enzymes. They acted on derivatized polyketide backbones based on the three possible polyketide redox states within two different modules and gave rise to an altered polyether structure. One of these monensin derivatives was isolated and characterized by 2D-NMR spectroscopy, crystallography, and bioactivity studies.
Collapse
Affiliation(s)
- Sascha Heinrich
- Organic Chemistry I, Chemistry and Biochemistry of Natural Products, Ruhr-University Bochum, Universitätsstraße 150, 44801, Bochum, Germany
| | - Marius Grote
- Organic Chemistry I, Chemistry and Biochemistry of Natural Products, Ruhr-University Bochum, Universitätsstraße 150, 44801, Bochum, Germany
| | - Sonja Sievers
- Max PIanck Institute for molecular Physiology, COMAS - Compound Management and Screening Center, Otto-Hahn-Straße 11, 44227, Dortmund, Germany
| | - Susanna Kushnir
- Organic Chemistry I, Chemistry and Biochemistry of Natural Products, Ruhr-University Bochum, Universitätsstraße 150, 44801, Bochum, Germany
| | - Frank Schulz
- Organic Chemistry I, Chemistry and Biochemistry of Natural Products, Ruhr-University Bochum, Universitätsstraße 150, 44801, Bochum, Germany
| |
Collapse
|
10
|
Polyketide Starter and Extender Units Serve as Regulatory Ligands to Coordinate the Biosynthesis of Antibiotics in Actinomycetes. mBio 2021; 12:e0229821. [PMID: 34579580 PMCID: PMC8546615 DOI: 10.1128/mbio.02298-21] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023] Open
Abstract
Polyketides are one of the largest categories of secondary metabolites, and their biosynthesis is initiated by polyketide synthases (PKSs) using coenzyme A esters of short fatty acids (acyl-CoAs) as starter and extender units. In this study, we discover a universal regulatory mechanism in which the starter and extender units, beyond direct precursors of polyketides, function as ligands to coordinate the biosynthesis of antibiotics in actinomycetes. A novel acyl-CoA responsive TetR-like regulator (AcrT) is identified in an erythromycin-producing strain of Saccharopolyspora erythraea. AcrT shows the highest binding affinity to the promoter of the PKS-encoding gene eryAI in the DNA affinity capture assay (DACA) and directly represses the biosynthesis of erythromycin. Propionyl-CoA (P-CoA) and methylmalonyl-CoA (MM-CoA) as the starter and extender units for erythromycin biosynthesis can serve as the ligands to release AcrT from PeryAI, resulting in an improved erythromycin yield. Intriguingly, anabolic pathways of the two acyl-CoAs are also suppressed by AcrT through inhibition of the transcription of acetyl-CoA (A-CoA) and P-CoA carboxylase genes and stimulation of the transcription of citrate synthase genes, which is beneficial to bacterial growth. As P-CoA and MM-CoA accumulate, they act as ligands in turn to release AcrT from those targets, resulting in a redistribution of more A-CoA to P-CoA and MM-CoA against citrate. Furthermore, based on analyses of AcrT homologs in Streptomyces avermitilis and Streptomyces coelicolor, it is believed that polyketide starter and extender units have a prevalent, crucial role as ligands in modulating antibiotic biosynthesis in actinomycetes.
Collapse
|
11
|
Yi D, Bayer T, Badenhorst CPS, Wu S, Doerr M, Höhne M, Bornscheuer UT. Recent trends in biocatalysis. Chem Soc Rev 2021; 50:8003-8049. [PMID: 34142684 PMCID: PMC8288269 DOI: 10.1039/d0cs01575j] [Citation(s) in RCA: 122] [Impact Index Per Article: 40.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2020] [Indexed: 12/13/2022]
Abstract
Biocatalysis has undergone revolutionary progress in the past century. Benefited by the integration of multidisciplinary technologies, natural enzymatic reactions are constantly being explored. Protein engineering gives birth to robust biocatalysts that are widely used in industrial production. These research achievements have gradually constructed a network containing natural enzymatic synthesis pathways and artificially designed enzymatic cascades. Nowadays, the development of artificial intelligence, automation, and ultra-high-throughput technology provides infinite possibilities for the discovery of novel enzymes, enzymatic mechanisms and enzymatic cascades, and gradually complements the lack of remaining key steps in the pathway design of enzymatic total synthesis. Therefore, the research of biocatalysis is gradually moving towards the era of novel technology integration, intelligent manufacturing and enzymatic total synthesis.
Collapse
Affiliation(s)
- Dong Yi
- Department of Biotechnology & Enzyme Catalysis, Institute of Biochemistry, University GreifswaldFelix-Hausdorff-Str. 4D-17487 GreifswaldGermany
| | - Thomas Bayer
- Department of Biotechnology & Enzyme Catalysis, Institute of Biochemistry, University GreifswaldFelix-Hausdorff-Str. 4D-17487 GreifswaldGermany
| | - Christoffel P. S. Badenhorst
- Department of Biotechnology & Enzyme Catalysis, Institute of Biochemistry, University GreifswaldFelix-Hausdorff-Str. 4D-17487 GreifswaldGermany
| | - Shuke Wu
- Department of Biotechnology & Enzyme Catalysis, Institute of Biochemistry, University GreifswaldFelix-Hausdorff-Str. 4D-17487 GreifswaldGermany
| | - Mark Doerr
- Department of Biotechnology & Enzyme Catalysis, Institute of Biochemistry, University GreifswaldFelix-Hausdorff-Str. 4D-17487 GreifswaldGermany
| | - Matthias Höhne
- Department of Biotechnology & Enzyme Catalysis, Institute of Biochemistry, University GreifswaldFelix-Hausdorff-Str. 4D-17487 GreifswaldGermany
| | - Uwe T. Bornscheuer
- Department of Biotechnology & Enzyme Catalysis, Institute of Biochemistry, University GreifswaldFelix-Hausdorff-Str. 4D-17487 GreifswaldGermany
| |
Collapse
|
12
|
Recent advances in biotechnology for marine enzymes and molecules. Curr Opin Biotechnol 2021; 69:308-315. [PMID: 34116375 DOI: 10.1016/j.copbio.2021.05.009] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2021] [Revised: 05/27/2021] [Accepted: 05/31/2021] [Indexed: 12/21/2022]
Abstract
The marine environment is the most biologically and chemically diverse habitat on Earth, and provides numerous marine-derived products, including enzymes and molecules, for industrial and pharmaceutical applications. Marine biotechnology provides important biological resources from marine habitat conservation to applied science. In recent years, advances in techniques in interdisciplinary research fields, including metabolic engineering and synthetic biology have significantly improved the production of marine-derived commodities. In this review, we outline the recent progress in the use or marine enzymes and molecules in biotechnology, including newly discovered products, function optimization of enzymes, and production improvement of small molecules.
Collapse
|
13
|
Li S, Yang B, Tan GY, Ouyang LM, Qiu S, Wang W, Xiang W, Zhang L. Polyketide pesticides from actinomycetes. Curr Opin Biotechnol 2021; 69:299-307. [PMID: 34102376 DOI: 10.1016/j.copbio.2021.05.006] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2021] [Revised: 05/19/2021] [Accepted: 05/22/2021] [Indexed: 12/18/2022]
Abstract
Natural product derived pesticides have increased in popularity worldwide because of their high efficacy, eco-friendly nature and favorable safety profile. The development of polyketide pesticides from actinomycetes reflects this increase in popularity in the past decades. These pesticides, which include avermectins, spinosyns, polynactins, tetramycin and their analogues, have been successfully applied in crop protection. Moreover, the advance of biotechnology has led to continuous improvement in the discovery and production processes. In this review, we summarize these polyketide pesticides, their activities and provide insight into their development. We also discuss engineering strategies and the current status of industrial production for these pesticides. Given that actinomycetes are known to produce a wide range of bioactive secondary metabolites, the description of pesticide development and high yield strain improvement presented herein will facilitate further development of these valuable polyketide pesticides from actinomycetes.
Collapse
Affiliation(s)
- Shanshan Li
- State Key Laboratory for Biology of Plant Diseases and Insect Pests, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing 100193, China
| | - Bowen Yang
- State Key Laboratory of Bioreactor Engineering, East China University of Science and Technology, Shanghai 200237, China
| | - Gao-Yi Tan
- State Key Laboratory of Bioreactor Engineering, East China University of Science and Technology, Shanghai 200237, China
| | - Li-Ming Ouyang
- State Key Laboratory of Bioreactor Engineering, East China University of Science and Technology, Shanghai 200237, China
| | - Shiwen Qiu
- State Key Laboratory of Microbial Resources, Institute of Microbiology, Chinese Academy of Sciences, Beijing 100101, China; School of Life Sciences, Northeast Agricultural University, Harbin 150030, China
| | - Weishan Wang
- State Key Laboratory of Bioreactor Engineering, East China University of Science and Technology, Shanghai 200237, China; State Key Laboratory of Microbial Resources, Institute of Microbiology, Chinese Academy of Sciences, Beijing 100101, China; University of Chinese Academy of Sciences, Beijing 100049, China.
| | - Wensheng Xiang
- State Key Laboratory for Biology of Plant Diseases and Insect Pests, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing 100193, China; School of Life Sciences, Northeast Agricultural University, Harbin 150030, China.
| | - Lixin Zhang
- State Key Laboratory of Bioreactor Engineering, East China University of Science and Technology, Shanghai 200237, China.
| |
Collapse
|
14
|
Calzini MA, Malico AA, Mitchler MM, Williams GJ. Protein engineering for natural product biosynthesis and synthetic biology applications. Protein Eng Des Sel 2021; 34:gzab015. [PMID: 34137436 PMCID: PMC8209613 DOI: 10.1093/protein/gzab015] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2021] [Revised: 05/12/2021] [Accepted: 05/17/2021] [Indexed: 11/14/2022] Open
Abstract
As protein engineering grows more salient, many strategies have emerged to alter protein structure and function, with the goal of redesigning and optimizing natural product biosynthesis. Computational tools, including machine learning and molecular dynamics simulations, have enabled the rational mutagenesis of key catalytic residues for enhanced or altered biocatalysis. Semi-rational, directed evolution and microenvironment engineering strategies have optimized catalysis for native substrates and increased enzyme promiscuity beyond the scope of traditional rational approaches. These advances are made possible using novel high-throughput screens, including designer protein-based biosensors with engineered ligand specificity. Herein, we detail the most recent of these advances, focusing on polyketides, non-ribosomal peptides and isoprenoids, including their native biosynthetic logic to provide clarity for future applications of these technologies for natural product synthetic biology.
Collapse
Affiliation(s)
- Miles A Calzini
- Department of Chemistry, NC State University, Raleigh, NC 27695-8204, USA
| | - Alexandra A Malico
- Department of Chemistry, NC State University, Raleigh, NC 27695-8204, USA
| | - Melissa M Mitchler
- Department of Chemistry, NC State University, Raleigh, NC 27695-8204, USA
| | - Gavin J Williams
- Department of Chemistry, NC State University, Raleigh, NC 27695-8204, USA
- Comparative Medicine Institute, NC State University Raleigh, Raleigh, NC 27695-8204, USA
| |
Collapse
|
15
|
Gao Y, Zhao Y, He X, Deng Z, Jiang M. Challenges of functional expression of complex polyketide biosynthetic gene clusters. Curr Opin Biotechnol 2021; 69:103-111. [PMID: 33422913 DOI: 10.1016/j.copbio.2020.12.007] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2020] [Revised: 11/27/2020] [Accepted: 12/02/2020] [Indexed: 11/28/2022]
Abstract
Polyketide natural products are valuable sources of bioactive molecules such as nutraceuticals and pharmaceuticals. The tremendous development of the genome sequence database revealed that the majority of the biosynthetic gene clusters (BGCs) are cryptic. Activation of these cryptic BGCs and identification of the related products is essential for finding more lead compounds for pharmaceuticals. On the other hand, 99% of microbes in nature cannot be cultured in regular conditions, which greatly hinders the efforts to explore their biosynthetic potentials. Expression of polyketide BGCs in heterologous hosts with better growth, good genetic characteristics, and amenable molecular tools is a robust approach to identify new polyketides and characterize their biosynthesis. This review outlines the challenges in the heterologous production of polyketide BGCs of bacterial origins.
Collapse
Affiliation(s)
- Yaojie Gao
- State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic & Developmental Sciences, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai 200030, PR China
| | - Yuchun Zhao
- State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic & Developmental Sciences, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai 200030, PR China
| | - Xinyi He
- State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic & Developmental Sciences, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai 200030, PR China
| | - Zixin Deng
- State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic & Developmental Sciences, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai 200030, PR China
| | - Ming Jiang
- State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic & Developmental Sciences, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai 200030, PR China.
| |
Collapse
|