1
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Heard SC, Winter JM. Structural, biochemical and bioinformatic analyses of nonribosomal peptide synthetase adenylation domains. Nat Prod Rep 2024; 41:1180-1205. [PMID: 38488017 PMCID: PMC11253843 DOI: 10.1039/d3np00064h] [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: 12/12/2023] [Indexed: 07/18/2024]
Abstract
Covering: 1997 to July 2023The adenylation reaction has been a subject of scientific intrigue since it was first recognized as essential to many biological processes, including the homeostasis and pathogenicity of some bacteria and the activation of amino acids for protein synthesis in mammals. Several foundational studies on adenylation (A) domains have facilitated an improved understanding of their molecular structures and biochemical properties, in particular work on nonribosomal peptide synthetases (NRPSs). In NRPS pathways, A domains activate their respective acyl substrates for incorporation into a growing peptidyl chain, and many nonribosomal peptides are bioactive. From a natural product drug discovery perspective, improving existing bioinformatics platforms to predict unique NRPS products more accurately from genomic data is desirable. Here, we summarize characterization efforts of A domains primarily from NRPS pathways from July 1997 up to July 2023, covering protein structure elucidation, in vitro assay development, and in silico tools for improved predictions.
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Affiliation(s)
- Stephanie C Heard
- Department of Pharmacology and Toxicology, University of Utah, Salt Lake City, UT 84112, USA.
| | - Jaclyn M Winter
- Department of Pharmacology and Toxicology, University of Utah, Salt Lake City, UT 84112, USA.
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2
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Kahlert L, Lichstrahl MS, Townsend CA. Colorimetric Determination of Adenylation Domain Activity in Nonribosomal Peptide Synthetases by Using Chrome Azurol S. Chembiochem 2023; 24:e202200668. [PMID: 36511946 PMCID: PMC10041650 DOI: 10.1002/cbic.202200668] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2022] [Revised: 12/12/2022] [Accepted: 12/13/2022] [Indexed: 12/15/2022]
Abstract
Adenylation domains are the main contributor to structural complexity among nonribosomal peptides due to their varied but stringent substrate selection. Several in vitro assays to determine the substrate specificity of these dedicated biocatalysts have been implemented, but high sensitivity is often accompanied by the cost of laborious procedures, expensive reagents or the requirement for auxiliary enzymes. Here, we describe a simple protocol that is based on the removal of ferric iron from a preformed chromogenic complex between ferric iron and Chrome Azurol S. Adenylation activity can be rapidly followed by a decrease in absorbance at 630 nm, visualized by a prominent color change from blue to orange.
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Affiliation(s)
- Lukas Kahlert
- Department of Chemistry, The Johns Hopkins University, 3400 N. Charles Street, Baltimore, Maryland, 21218, USA
| | - Michael S Lichstrahl
- Department of Chemistry, The Johns Hopkins University, 3400 N. Charles Street, Baltimore, Maryland, 21218, USA
| | - Craig A Townsend
- Department of Chemistry, The Johns Hopkins University, 3400 N. Charles Street, Baltimore, Maryland, 21218, USA
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3
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Wurlitzer JM, Stanišić A, Ziethe S, Jordan PM, Günther K, Werz O, Kries H, Gressler M. Macrophage-targeting oligopeptides from Mortierella alpina. Chem Sci 2022; 13:9091-9101. [PMID: 36091214 PMCID: PMC9365243 DOI: 10.1039/d2sc00860b] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2022] [Accepted: 07/15/2022] [Indexed: 12/27/2022] Open
Abstract
The realm of natural products of early diverging fungi such as Mortierella species is largely unexplored. Herein, the nonribosomal peptide synthetase (NRPS) MalA catalysing the biosynthesis of the surface-active biosurfactants, malpinins, has been identified and biochemically characterised. The investigation of the substrate specificity of respective adenylation (A) domains indicated a substrate-tolerant enzyme with an unusual, inactive C-terminal NRPS module. Specificity-based precursor-directed biosynthesis yielded 20 new congeners produced by a single enzyme. Moreover, MalA incorporates artificial, click-functionalised amino acids which allowed postbiosynthetic coupling to a fluorophore. The fluorescent malpinin conjugate penetrates mammalian cell membranes via an phagocytosis-mediated mechanism, suggesting Mortierella oligopeptides as carrier peptides for directed cell targeting. The current study demonstrates substrate-specificity testing as a powerful tool to identify flexible NRPS modules and highlights basal fungi as reservoir for chemically tractable compounds in pharmaceutical applications. Specificity profiling of a nonribosomal peptide synthetase of an early diverging fungus revealed high substrate flexibility. Feeding studies with click-functionalised amino acids enabled the production of fluorescent peptides targeting macrophages.![]()
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Affiliation(s)
- Jacob M. Wurlitzer
- Department Pharmaceutical Microbiology at the Leibniz Institute for Natural Product Research and Infection Biology (Hans-Knöll-Institute), Friedrich-Schiller-University, Winzerlaer Strasse 2, Jena 07745, Germany
| | - Aleksa Stanišić
- Junior Group Biosynthetic Design of Natural Products at the Leibniz Institute for Natural Product Research and Infection Biology (Hans-Knöll-Institute), Beutenbergstrasse 11a, Jena 07745, Germany
| | - Sebastian Ziethe
- Department Pharmaceutical Microbiology at the Leibniz Institute for Natural Product Research and Infection Biology (Hans-Knöll-Institute), Friedrich-Schiller-University, Winzerlaer Strasse 2, Jena 07745, Germany
| | - Paul M. Jordan
- Department Pharmaceutical/Medicinal Chemistry at the Friedrich-Schiller-University, Philosophenweg 14, Jena 07743, Germany
| | - Kerstin Günther
- Department Pharmaceutical/Medicinal Chemistry at the Friedrich-Schiller-University, Philosophenweg 14, Jena 07743, Germany
| | - Oliver Werz
- Department Pharmaceutical/Medicinal Chemistry at the Friedrich-Schiller-University, Philosophenweg 14, Jena 07743, Germany
| | - Hajo Kries
- Junior Group Biosynthetic Design of Natural Products at the Leibniz Institute for Natural Product Research and Infection Biology (Hans-Knöll-Institute), Beutenbergstrasse 11a, Jena 07745, Germany
| | - Markus Gressler
- Department Pharmaceutical Microbiology at the Leibniz Institute for Natural Product Research and Infection Biology (Hans-Knöll-Institute), Friedrich-Schiller-University, Winzerlaer Strasse 2, Jena 07745, Germany
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4
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Soeriyadi AH, Ongley SE, Kehr JC, Pickford R, Dittmann E, Neilan BA. Tailoring Enzyme Stringency Masks the Multispecificity of a Lyngbyatoxin (Indolactam Alkaloid) Nonribosomal Peptide Synthetase. Chembiochem 2021; 23:e202100574. [PMID: 34850512 DOI: 10.1002/cbic.202100574] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2021] [Revised: 11/30/2021] [Indexed: 11/11/2022]
Abstract
Indolactam alkaloids are activators of protein kinase C (PKC) and are of pharmacological interest for the treatment of pathologies involving PKC dysregulation. The marine cyanobacterial nonribosomal peptide synthetase (NRPS) pathway for lyngbyatoxin biosynthesis, which we previously expressed in E. coli, was studied for its amenability towards the biosynthesis of indolactam variants. Modification of culture conditions for our E. coli heterologous expression host and analysis of pathway products suggested the native lyngbyatoxin pathway NRPS does possess a degree of relaxed specificity. Site-directed mutagenesis of two positions within the adenylation domain (A-domain) substrate-binding pocket was performed, resulting in an alteration of substrate preference between valine, isoleucine, and leucine. We observed relative congruence of in vitro substrate activation by the LtxA NRPS to in vivo product formation. While there was a preference for isoleucine over leucine, the substitution of alternative tailoring domains may unveil the true in vivo effects of the mutations introduced herein.
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Affiliation(s)
- Angela H Soeriyadi
- School of Biotechnology and Biomolecular Sciences, University of New South Wales, Sydney, 2052, Australia
| | - Sarah E Ongley
- School of Biotechnology and Biomolecular Sciences, University of New South Wales, Sydney, 2052, Australia.,School of Environmental and Life Sciences, University of Newcastle, Callaghan, 2308, Australia
| | - Jan-Christoph Kehr
- Department of Microbiology, Institute for Biochemistry and Biology, University of Potsdam, Potsdam-Golm, Germany
| | - Russel Pickford
- Bioanalytical Mass Spectrometry Facility, University of New South Wales, Sydney, 2052, Australia
| | - Elke Dittmann
- Department of Microbiology, Institute for Biochemistry and Biology, University of Potsdam, Potsdam-Golm, Germany
| | - Brett A Neilan
- School of Biotechnology and Biomolecular Sciences, University of New South Wales, Sydney, 2052, Australia.,School of Environmental and Life Sciences, University of Newcastle, Callaghan, 2308, Australia
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5
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Niquille DL, Folger IB, Basler S, Hilvert D. Biosynthetic Functionalization of Nonribosomal Peptides. J Am Chem Soc 2021; 143:2736-2740. [PMID: 33570948 DOI: 10.1021/jacs.1c00925] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Nonribosomal peptides (NRPs) are a therapeutically important class of secondary metabolites that are produced by modular synthetases in assembly-line fashion. We previously showed that a single Trp-to-Ser mutation in the initial Phe-loading adenylation domain of tyrocidine synthetase completely switches the specificity toward clickable analogues. Here we report that this minimally invasive strategy enables efficient functionalization of the bioactive NRP on the pathway level. In a reconstituted tyrocidine synthetase, the W227S point mutation permitted selective incorporation of Phe analogues with alkyne, halogen, and benzoyl substituents by the initiation module. The respective W2742S mutation in module 4 similarly permits efficient incorporation of these functionalized substrate analogues at position 4, expanding this strategy to elongation modules. Efficient incorporation of an alkyne handle at position 1 or 4 of tyrocidine A allowed site-selective one-step fluorescent labeling of the corresponding tyrocidine analogues by Cu(I)-catalyzed alkyne-azide cycloaddition. By combining synthetic biology with bioorthogonal chemistry, this approach holds great potential for NRP isolation and molecular target elucidation as well as combinatorial optimization of NRP therapeutics.
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Affiliation(s)
- David L Niquille
- Laboratory of Organic Chemistry, ETH Zurich, 8093 Zurich, Switzerland
| | - Ines B Folger
- Laboratory of Organic Chemistry, ETH Zurich, 8093 Zurich, Switzerland
| | - Sophie Basler
- Laboratory of Organic Chemistry, ETH Zurich, 8093 Zurich, Switzerland
| | - Donald Hilvert
- Laboratory of Organic Chemistry, ETH Zurich, 8093 Zurich, Switzerland
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6
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Iskandar SE, Haberman VA, Bowers AA. Expanding the Chemical Diversity of Genetically Encoded Libraries. ACS COMBINATORIAL SCIENCE 2020; 22:712-733. [PMID: 33167616 PMCID: PMC8284915 DOI: 10.1021/acscombsci.0c00179] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
The power of ribosomes has increasingly been harnessed for the synthesis and selection of molecular libraries. Technologies, such as phage display, yeast display, and mRNA display, effectively couple genotype to phenotype for the molecular evolution of high affinity epitopes for many therapeutic targets. Genetic code expansion is central to the success of these technologies, allowing researchers to surpass the intrinsic capabilities of the ribosome and access new, genetically encoded materials for these selections. Here, we review techniques for the chemical expansion of genetically encoded libraries, their abilities and limits, and opportunities for further development. Importantly, we also discuss methods and metrics used to assess the efficiency of modification and library diversity with these new techniques.
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Affiliation(s)
- Sabrina E Iskandar
- Division of Chemical Biology and Medicinal Chemistry, Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, North Carolina 27599, United States
| | - Victoria A Haberman
- Division of Chemical Biology and Medicinal Chemistry, Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, North Carolina 27599, United States
| | - Albert A Bowers
- Division of Chemical Biology and Medicinal Chemistry, Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, North Carolina 27599, United States
- Department of Chemistry, University of North Carolina, Chapel Hill, North Carolina 27599, United States
- Lineberger Comprehensive Cancer Center, The University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, United States
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7
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Bacteria as genetically programmable producers of bioactive natural products. Nat Rev Chem 2020; 4:172-193. [PMID: 37128046 DOI: 10.1038/s41570-020-0176-1] [Citation(s) in RCA: 70] [Impact Index Per Article: 17.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/21/2020] [Indexed: 12/17/2022]
Abstract
Next to plants, bacteria account for most of the biomass on Earth. They are found everywhere, although certain species thrive only in specific ecological niches. These microorganisms biosynthesize a plethora of both primary and secondary metabolites, defined, respectively, as those required for the growth and maintenance of cellular functions and those not required for survival but offering a selective advantage for the producer under certain conditions. As a result, bacterial fermentation has long been used to manufacture valuable natural products of nutritional, agrochemical and pharmaceutical interest. The interactions of secondary metabolites with their biological targets have been optimized by millions of years of evolution and they are, thus, considered to be privileged chemical structures, not only for drug discovery. During the last two decades, functional genomics has allowed for an in-depth understanding of the underlying biosynthetic logic of secondary metabolites. This has, in turn, paved the way for the unprecedented use of bacteria as programmable biochemical workhorses. In this Review, we discuss the multifaceted use of bacteria as biological factories in diverse applications and highlight recent advances in targeted genetic engineering of bacteria for the production of valuable bioactive compounds. Emphasis is on current advances to access nature's abundance of natural products.
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8
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Stanišić A, Hüsken A, Kries H. HAMA: a multiplexed LC-MS/MS assay for specificity profiling of adenylate-forming enzymes. Chem Sci 2019; 10:10395-10399. [PMID: 32110329 PMCID: PMC6988596 DOI: 10.1039/c9sc04222a] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2019] [Accepted: 09/13/2019] [Indexed: 01/04/2023] Open
Abstract
Adenylation enzymes are engineering targets in ribosomal and nonribosomal peptide synthesis. Through multiplexed LC-MS/MS measurement of hydroxamates, the HAMA assay records specificity profiles of these enzymes in a snap.
Adenylation enzymes selecting substrates for ribosomal and nonribosomal protein and peptide biosynthesis have been popular targets of enzyme engineering. Previous standard assays for adenylation specificity have been cumbersome and failed to reflect the competition conditions inside a cell because they measure substrates one at a time. We have developed an adenylation assay based on hydroxamate quenching and LC-MS/MS detection of hydroxamate products testing dozens of competing amino acid substrates in parallel. Streamlined specificity profiling of adenylation enzymes will facilitate engineering and directed evolution of ribosomal and nonribosomal peptide synthesis.
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Affiliation(s)
- Aleksa Stanišić
- Independent Junior Research Group Biosynthetic Design of Natural Products , Leibniz Institute for Natural Product Research and Infection Biology e.V. , Hans Knöll Institute (HKI Jena) , Beutenbergstr. 11a , 07745 Jena , Germany .
| | - Annika Hüsken
- Independent Junior Research Group Biosynthetic Design of Natural Products , Leibniz Institute for Natural Product Research and Infection Biology e.V. , Hans Knöll Institute (HKI Jena) , Beutenbergstr. 11a , 07745 Jena , Germany .
| | - Hajo Kries
- Independent Junior Research Group Biosynthetic Design of Natural Products , Leibniz Institute for Natural Product Research and Infection Biology e.V. , Hans Knöll Institute (HKI Jena) , Beutenbergstr. 11a , 07745 Jena , Germany .
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9
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Robinson SL, Christenson JK, Richman JE, Jenkins DJ, Neres J, Fonseca DR, Aldrich CC, Wackett LP. Mechanism of a Standalone β-Lactone Synthetase: New Continuous Assay for a Widespread ANL Superfamily Enzyme. Chembiochem 2019; 20:1701-1711. [PMID: 30856684 DOI: 10.1002/cbic.201800821] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2018] [Revised: 03/09/2019] [Indexed: 12/11/2022]
Abstract
Enzyme-catalyzed β-lactone formation from β-hydroxy acids is a crucial step in bacterial biosynthesis of β-lactone natural products and membrane hydrocarbons. We developed a novel, continuous assay for β-lactone synthetase activity using synthetic β-hydroxy acid substrates with alkene or alkyne moieties. β-Lactone formation is followed by rapid decarboxylation to form a conjugated triene chromophore for real-time evaluation by UV/Vis spectroscopy. The assay was used to determine steady-state kinetics of a long-chain β-lactone synthetase, OleC, from the plant pathogen Xanthomonas campestris. Site-directed mutagenesis was used to test the involvement of conserved active site residues in Mg2+ and ATP binding. A previous report suggested OleC adenylated the substrate hydroxy group. Here we present several lines of evidence, including hydroxylamine trapping of the AMP intermediate, to demonstrate the substrate carboxyl group is adenylated prior to making the β-lactone final product. A panel of nine substrate analogues were used to investigate the substrate specificity of X. campestris OleC by HPLC and GC-MS. Stereoisomers of 2-hexyl-3hydroxyoctanoic acid were synthesized and OleC preferred the (2R,3S) diastereomer consistent with the stereo-preference of upstream and downstream pathway enzymes. This biochemical knowledge was used to guide phylogenetic analysis of the β-lactone synthetases to map their functional diversity within the acyl-CoA synthetase, NRPS adenylation domain, and luciferase superfamily.
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Affiliation(s)
- Serina L Robinson
- BioTechnology Institute, University of Minnesota, 1479 Gortner Avenue, Saint Paul, MN, 55108, USA
| | - James K Christenson
- BioTechnology Institute, University of Minnesota, 1479 Gortner Avenue, Saint Paul, MN, 55108, USA.,Present address: Department of Chemistry, Bethel University, 3900 Bethel Drive, Saint Paul, MN, 55112, USA
| | - Jack E Richman
- BioTechnology Institute, University of Minnesota, 1479 Gortner Avenue, Saint Paul, MN, 55108, USA
| | - Dominick J Jenkins
- BioTechnology Institute, University of Minnesota, 1479 Gortner Avenue, Saint Paul, MN, 55108, USA
| | - João Neres
- Department of Medicinal Chemistry, University of Minnesota, 308 Harvard St. SE, Minneapolis, MN, 55455, USA.,Present address: UCB Biopharma, Chemin du Foriest, 1420, Braine-l'Alleud, Belgium
| | - Dallas R Fonseca
- BioTechnology Institute, University of Minnesota, 1479 Gortner Avenue, Saint Paul, MN, 55108, USA
| | - Courtney C Aldrich
- Department of Medicinal Chemistry, University of Minnesota, 308 Harvard St. SE, Minneapolis, MN, 55455, USA
| | - Lawrence P Wackett
- BioTechnology Institute, University of Minnesota, 1479 Gortner Avenue, Saint Paul, MN, 55108, USA
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10
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Stanišić A, Kries H. Adenylation Domains in Nonribosomal Peptide Engineering. Chembiochem 2019; 20:1347-1356. [DOI: 10.1002/cbic.201800750] [Citation(s) in RCA: 30] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2018] [Indexed: 11/10/2022]
Affiliation(s)
- Aleksa Stanišić
- Independent Junior Research GroupBiosynthetic Design of Natural ProductsLeibniz Institute for Natural Product Research and Infection BiologyHans Knöll Institute (HKI Jena) Beutenbergstrasse 11a 07745 Jena Germany
| | - Hajo Kries
- Independent Junior Research GroupBiosynthetic Design of Natural ProductsLeibniz Institute for Natural Product Research and Infection BiologyHans Knöll Institute (HKI Jena) Beutenbergstrasse 11a 07745 Jena Germany
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11
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Abstract
The terminal alkyne is a readily derivatized functionality valued for its diverse applications in material synthesis, pharmaceutical science, and chemical biology. The synthetic biology routes to terminal alkynes are highly desired and yet underexplored. Some marine natural products contain a terminal alkyne functionality, and the discovery of the biosynthetic gene clusters for jamaicamide B and carmabin A marked the beginning of a new era in the understanding and engineering of terminal alkyne biosynthesis. In this chapter, we will overview recent advances in understanding the biosynthetic machinery for terminal alkyne synthesis. We will first describe how to elucidate terminal alkyne biosynthetic mechanism through heterologous expression, purification, and in vitro biochemical assays of individual pathway proteins. This will be followed by the description of an in vivo reporting system for the characterization of a membrane-bound bifunctional desaturase/acetylenase involved in terminal alkyne formation. The chapter will also cover the strategies for discovering additional protein homologs for terminal alkyne synthesis from microbes as well as the applications of click chemistry to identify and quantify terminal alkyne-bearing metabolites from microbial cultures. We will conclude this chapter with current challenges and future directions in this field.
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Affiliation(s)
- Xuejun Zhu
- University of California, Berkeley, CA, United States
| | - Wenjun Zhang
- University of California, Berkeley, CA, United States; Chan Zuckerberg Biohub, San Francisco, CA, United States.
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12
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Ishikawa F, Tanabe G, Kakeya H. Activity-Based Protein Profiling of Non-ribosomal Peptide Synthetases. Curr Top Microbiol Immunol 2018; 420:321-349. [PMID: 30178264 DOI: 10.1007/82_2018_133] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Non-ribosomal peptide (NRP) natural products are one of the most promising resources for drug discovery and development because of their wide-ranging of therapeutic potential, and their behavior as virulence factors and signaling molecules. The NRPs are biosynthesized independently of the ribosome by enzyme assembly lines known as the non-ribosomal peptide synthetase (NRPS) machinery. Genetic, biochemical, and bioinformatics analyses have provided a detailed understanding of the mechanism of NRPS catalysis. However, proteomic techniques for natural product biosynthesis remain a developing field. New strategies are needed to investigate the proteomes of diverse producer organisms and directly analyze the endogenous NRPS machinery. Advanced platforms should verify protein expression, protein folding, and activities and also enable the profiling of the NRPS machinery in biological samples from wild-type, heterologous, and engineered bacterial systems. Here, we focus on activity-based protein profiling strategies that have been recently developed for studies aimed at visualizing and monitoring the NRPS machinery and also for rapid labeling, identification, and biochemical analysis of NRPS enzyme family members as required for proteomic chemistry in natural product sciences.
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Affiliation(s)
- Fumihiro Ishikawa
- Faculty of Pharmacy, Kindai University, 3-4-1 Kowakae, Higashi-Osaka, Osaka, 577-8502, Japan.
| | - Genzoh Tanabe
- Faculty of Pharmacy, Kindai University, 3-4-1 Kowakae, Higashi-Osaka, Osaka, 577-8502, Japan
| | - Hideaki Kakeya
- Graduate School of Pharmaceutical Sciences, Kyoto University, Sakyo, Kyoto, 606-8501, Japan.
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13
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Nonribosomal biosynthesis of backbone-modified peptides. Nat Chem 2017; 10:282-287. [DOI: 10.1038/nchem.2891] [Citation(s) in RCA: 61] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2017] [Accepted: 10/06/2017] [Indexed: 01/01/2023]
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14
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Kasai S, Konno S, Ishikawa F, Kakeya H. Functional profiling of adenylation domains in nonribosomal peptide synthetases by competitive activity-based protein profiling. Chem Commun (Camb) 2016; 51:15764-7. [PMID: 26365322 DOI: 10.1039/c5cc04953a] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
We describe competitive activity-based protein profiling (ABPP) to accelerate the functional prediction and assessment of adenylation (A) domains in nonribosomal peptide synthetases (NRPSs) in proteomic environments. Using a library of sulfamoyloxy-linked aminoacyl-AMP analogs, the competitive ABPP technique offers a simple and rapid assay system for adenylating enzymes and provides insight into enzyme substrate candidates and enzyme active-site architecture.
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Affiliation(s)
- Shota Kasai
- Department of System Chemotherapy and Molecular Sciences, Division of Bioinformatics and Chemical Genomics, Graduate School of Pharmaceutical Sciences, Kyoto University, Sakyo, Kyoto 606-8501, Japan.
| | - Sho Konno
- Department of System Chemotherapy and Molecular Sciences, Division of Bioinformatics and Chemical Genomics, Graduate School of Pharmaceutical Sciences, Kyoto University, Sakyo, Kyoto 606-8501, Japan.
| | - Fumihiro Ishikawa
- Department of System Chemotherapy and Molecular Sciences, Division of Bioinformatics and Chemical Genomics, Graduate School of Pharmaceutical Sciences, Kyoto University, Sakyo, Kyoto 606-8501, Japan.
| | - Hideaki Kakeya
- Department of System Chemotherapy and Molecular Sciences, Division of Bioinformatics and Chemical Genomics, Graduate School of Pharmaceutical Sciences, Kyoto University, Sakyo, Kyoto 606-8501, Japan.
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15
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Kries H, Niquille DL, Hilvert D. A subdomain swap strategy for reengineering nonribosomal peptides. ACTA ACUST UNITED AC 2016; 22:640-8. [PMID: 26000750 DOI: 10.1016/j.chembiol.2015.04.015] [Citation(s) in RCA: 72] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2015] [Revised: 03/31/2015] [Accepted: 04/15/2015] [Indexed: 11/24/2022]
Abstract
Nonribosomal peptide synthetases (NRPSs) protect microorganisms from environmental threats by producing diverse siderophores, antibiotics, and other peptide natural products. Their modular molecular structure is also attractive from the standpoint of biosynthetic engineering. Here we evaluate a methodology for swapping module specificities of these mega-enzymes that takes advantage of flavodoxin-like subdomains involved in substrate recognition. Nine subdomains encoding diverse specificities were transplanted into the Phe-specific GrsA initiation module of gramicidin S synthetase. All chimeras could be purified as soluble protein. One construct based on a Val-specific subdomain showed sizable adenylation activity and functioned as a Val-Pro diketopiperazine synthetase upon addition of the proline-specific GrsB1 module. These results suggest that subdomain swapping could be a viable alternative to previous NRPS design approaches targeting binding pockets, domains, or entire modules. The short length of the swapped sequence stretch may facilitate straightforward exploitation of the wealth of existing NRPS modules for combinatorial biosynthesis.
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Affiliation(s)
- Hajo Kries
- Laboratory of Organic Chemistry, ETH Zurich, 8093 Zürich, Switzerland
| | - David L Niquille
- Laboratory of Organic Chemistry, ETH Zurich, 8093 Zürich, Switzerland
| | - Donald Hilvert
- Laboratory of Organic Chemistry, ETH Zurich, 8093 Zürich, Switzerland.
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16
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Ishikawa F, Miyamoto K, Konno S, Kasai S, Kakeya H. Accurate Detection of Adenylation Domain Functions in Nonribosomal Peptide Synthetases by an Enzyme-linked Immunosorbent Assay System Using Active Site-directed Probes for Adenylation Domains. ACS Chem Biol 2015; 10:2816-26. [PMID: 26474351 DOI: 10.1021/acschembio.5b00595] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
A significant gap exists between protein engineering and enzymes used for the biosynthesis of natural products, largely because there is a paucity of strategies that rapidly detect active-site phenotypes of the enzymes with desired activities. Herein, we describe a proof-of-concept study of an enzyme-linked immunosorbent assay (ELISA) system for the adenylation (A) domains in nonribosomal peptide synthetases (NRPSs) using a combination of active site-directed probes coupled to a 5'-O-N-(aminoacyl)sulfamoyladenosine scaffold with a biotin functionality that immobilizes probe molecules onto a streptavidin-coated solid support. The recombinant NRPSs have a C-terminal His-tag motif that is targeted by an anti-6×His mouse antibody as the primary antibody and a horseradish peroxidase-linked goat antimouse antibody as the secondary antibody. These probes can selectively capture the cognate A domains by ligand-directed targeting. In addition, the ELISA technique detected A domains in the crude cell-free homogenates from the Escherichia coli expression systems. When coupled with a chromogenic substrate, the antibody-based ELISA technique can visualize probe-protein binding interactions, which provides accurate readouts of the A-domain functions in NRPS enzymes. To assess the ELISA-based engineering of the A domains of NRPSs, we reprogramed 2,3-dihydroxybenzoic acid (DHB)-activating enzyme EntE toward salicylic acid (Sal)-activating enzymes and investigated a correlation between binding properties for probe molecules and enzyme catalysts. We generated a mutant of EntE that displayed negligible loss in the kcat/Km value with the noncognate substrate Sal and a corresponding 48-fold decrease in the kcat/Km value with the cognate substrate DHB. The resulting 26-fold switch in substrate specificity was achieved by the replacement of a Ser residue in the active site of EntE with a Cys toward the nonribosomal codes of Sal-activating enzymes. Bringing a laboratory ELISA technique and adenylating enzymes together using a combination of active site-directed probes for the A domains in NRPSs should accelerate both the functional characterization and manipulation of the A domains in NRPSs.
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Affiliation(s)
- Fumihiro Ishikawa
- Department of System Chemotherapy
and Molecular Sciences, Division of Bioinformatics and Chemical Genomics,
Graduate School of Pharmaceutical Sciences, Kyoto University, Sakyo, Kyoto 606-8501, Japan
| | - Kengo Miyamoto
- Department of System Chemotherapy
and Molecular Sciences, Division of Bioinformatics and Chemical Genomics,
Graduate School of Pharmaceutical Sciences, Kyoto University, Sakyo, Kyoto 606-8501, Japan
| | - Sho Konno
- Department of System Chemotherapy
and Molecular Sciences, Division of Bioinformatics and Chemical Genomics,
Graduate School of Pharmaceutical Sciences, Kyoto University, Sakyo, Kyoto 606-8501, Japan
| | - Shota Kasai
- Department of System Chemotherapy
and Molecular Sciences, Division of Bioinformatics and Chemical Genomics,
Graduate School of Pharmaceutical Sciences, Kyoto University, Sakyo, Kyoto 606-8501, Japan
| | - Hideaki Kakeya
- Department of System Chemotherapy
and Molecular Sciences, Division of Bioinformatics and Chemical Genomics,
Graduate School of Pharmaceutical Sciences, Kyoto University, Sakyo, Kyoto 606-8501, Japan
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17
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Ishikawa F, Konno S, Suzuki T, Dohmae N, Kakeya H. Profiling Nonribosomal Peptide Synthetase Activities Using Chemical Proteomic Probes for Adenylation Domains. ACS Chem Biol 2015; 10:1989-97. [PMID: 26038981 DOI: 10.1021/acschembio.5b00097] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
Nonribosomal peptide synthetases (NRPSs) and polyketide synthases are large diverse families of biosynthetic enzymes that catalyze the synthesis of natural products that display biologically important activities. Genetic investigations have greatly contributed to our understanding of these biosynthetic enzymes; however, proteomic studies are limited. Here we describe the application of active site-directed proteomic probes for adenylation (A) domains to profile the activity of NRPSs directly in native proteomic environments. Derivatization of a 5'-O-N-(aminoacyl)sulfamoyladenosine appended clickable benzophenone functionality enabled activity-based protein profiling of the A-domains in NRPSs in proteomic extracts. These probes were used to identify natural product producing microorganisms, optimize culture conditions, and profile the activity dynamics of NRPSs. Our proteomic approach offers a simple and versatile method to monitor NRPS expression at the protein level and will facilitate the identification of orphan enzymatic pathways involved in secondary metabolite production.
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Affiliation(s)
- Fumihiro Ishikawa
- Department
of System Chemotherapy and Molecular Sciences, Division of Bioinformatics
and Chemical Genomics, Graduate School of Pharmaceutical Sciences, Kyoto University, Sakyo, Kyoto 606-8501, Japan
| | - Sho Konno
- Department
of System Chemotherapy and Molecular Sciences, Division of Bioinformatics
and Chemical Genomics, Graduate School of Pharmaceutical Sciences, Kyoto University, Sakyo, Kyoto 606-8501, Japan
| | - Takehiro Suzuki
- Biomolecular
Characterization Unit, RIKEN Center for Sustainable Resource Science, 2-1 Hirosawa, Wako, Saitama 351-0198, Japan
| | - Naoshi Dohmae
- Biomolecular
Characterization Unit, RIKEN Center for Sustainable Resource Science, 2-1 Hirosawa, Wako, Saitama 351-0198, Japan
| | - Hideaki Kakeya
- Department
of System Chemotherapy and Molecular Sciences, Division of Bioinformatics
and Chemical Genomics, Graduate School of Pharmaceutical Sciences, Kyoto University, Sakyo, Kyoto 606-8501, Japan
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18
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Hara R, Suzuki R, Kino K. Hydroxamate-based colorimetric assay to assess amide bond formation by adenylation domain of nonribosomal peptide synthetases. Anal Biochem 2015; 477:89-91. [PMID: 25615416 DOI: 10.1016/j.ab.2015.01.006] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2014] [Revised: 12/26/2014] [Accepted: 01/12/2015] [Indexed: 11/18/2022]
Abstract
We demonstrated the usefulness of a hydroxamate-based colorimetric assay for predicting amide bond formation (through an aminoacyl-AMP intermediate) by the adenylation domain of nonribosomal peptide synthetases. By using a typical adenylation domain of tyrocidine synthetase (involved in tyrocidine biosynthesis), we confirmed the correlation between the absorbance at 490 nm of the l-Trp-hydroxamate-Fe(3+) complex and the formation of l-Trp-l-Pro, where l-Pro was used instead of hydroxylamine. Furthermore, this assay was adapted to the adenylation domains of surfactin synthetase (involved in surfactin biosynthesis) and bacitracin synthetase (involved in bacitracin biosynthesis). Consequently, the formation of various aminoacyl l-Pro formations was observed.
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Affiliation(s)
- Ryotaro Hara
- Research Institute for Science and Engineering, Waseda University, Tokyo 169-8555, Japan
| | - Ryohei Suzuki
- Department of Applied Chemistry, Faculty of Science and Engineering, Waseda University, Tokyo 169-8555, Japan
| | - Kuniki Kino
- Research Institute for Science and Engineering, Waseda University, Tokyo 169-8555, Japan; Department of Applied Chemistry, Faculty of Science and Engineering, Waseda University, Tokyo 169-8555, Japan.
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19
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Kries H, Wachtel R, Pabst A, Wanner B, Niquille D, Hilvert D. Reprogramming Nonribosomal Peptide Synthetases for “Clickable” Amino Acids. Angew Chem Int Ed Engl 2014; 53:10105-8. [DOI: 10.1002/anie.201405281] [Citation(s) in RCA: 76] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2014] [Indexed: 12/21/2022]
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20
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Kries H, Wachtel R, Pabst A, Wanner B, Niquille D, Hilvert D. Reprogramming Nonribosomal Peptide Synthetases for “Clickable” Amino Acids. Angew Chem Int Ed Engl 2014. [DOI: 10.1002/ange.201405281] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
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21
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Hur GH, Vickery CR, Burkart MD. Explorations of catalytic domains in non-ribosomal peptide synthetase enzymology. Nat Prod Rep 2012; 29:1074-98. [PMID: 22802156 DOI: 10.1039/c2np20025b] [Citation(s) in RCA: 214] [Impact Index Per Article: 17.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
Many pharmaceuticals on the market today belong to a large class of natural products called nonribosomal peptides (NRPs). Originating from bacteria and fungi, these peptide-based natural products consist not only of the 20 canonical L-amino acids, but also non-proteinogenic amino acids, heterocyclic rings, sugars, and fatty acids, generating tremendous chemical diversity. As a result, these secondary metabolites exhibit a broad array of bioactivity, ranging from antimicrobial to anticancer. The biosynthesis of these complex compounds is carried out by large multimodular megaenzymes called nonribosomal peptide synthetases (NRPSs). Each module is responsible for incorporation of a monomeric unit into the natural product peptide and is composed of individual domains that perform different catalytic reactions. Biochemical and bioinformatic investigations of these enzymes have uncovered the key principles of NRP synthesis, expanding the pharmaceutical potential of their enzymatic processes. Progress has been made in the manipulation of this biosynthetic machinery to develop new chemoenzymatic approaches for synthesizing novel pharmaceutical agents with increased potency. This review focuses on the recent discoveries and breakthroughs in the structural elucidation, molecular mechanism, and chemical biology underlying the discrete domains within NRPSs.
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22
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Villiers B, Hollfelder F. Directed Evolution of a Gatekeeper Domain in Nonribosomal Peptide Synthesis. ACTA ACUST UNITED AC 2011; 18:1290-9. [DOI: 10.1016/j.chembiol.2011.06.014] [Citation(s) in RCA: 52] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2011] [Revised: 06/18/2011] [Accepted: 06/22/2011] [Indexed: 12/19/2022]
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23
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Boll B, Hennig S, Xie C, Sohng JK, Heide L. Adenylate-Forming Enzymes of Rubradirin Biosynthesis: RubC1 Is a Bifunctional Enzyme with Aminocoumarin Acyl Ligase and Tyrosine-Activating Domains. Chembiochem 2011; 12:1105-14. [DOI: 10.1002/cbic.201000778] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2010] [Indexed: 11/09/2022]
Affiliation(s)
- Björn Boll
- Pharmazeutisches Institut, Universität Tübingen, Germany
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24
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Worthington AS, Hur GH, Burkart MD. Activity-guided engineering of natural product carrier proteins. ACTA ACUST UNITED AC 2011; 7:365-70. [DOI: 10.1039/c0mb00251h] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
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25
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Wilson DJ, Aldrich CC. A continuous kinetic assay for adenylation enzyme activity and inhibition. Anal Biochem 2010; 404:56-63. [PMID: 20450872 DOI: 10.1016/j.ab.2010.04.033] [Citation(s) in RCA: 50] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2010] [Revised: 04/28/2010] [Accepted: 04/29/2010] [Indexed: 10/19/2022]
Abstract
Adenylation/adenylate-forming enzymes catalyze the activation of a carboxylic acid at the expense of ATP to form an acyl-adenylate intermediate and pyrophosphate (PP(i)). In a second half-reaction, adenylation enzymes catalyze the transfer of the acyl moiety of the acyl-adenylate onto an acceptor molecule, which can be either a protein or a small molecule. We describe the design, development, and validation of a coupled continuous spectrophotometric assay for adenylation enzymes that employs hydroxylamine as a surrogate acceptor molecule, leading to the formation of a hydroxamate. The released pyrophosphate from the first half-reaction is measured using the pyrophosphatase-purine nucleoside phosphorylase coupling system with the chromogenic substrate 7-methylthioguanosine (MesG). The coupled hydroxamate-MesG assay is especially useful for characterizing the activity and inhibition of adenylation enzymes that acylate a protein substrate and/or fail to undergo rapid ATP-PP(i) exchange.
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Affiliation(s)
- Daniel J Wilson
- Academic Health Center, University of Minnesota, Minneapolis, 55455, USA
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26
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Phelan VV, Du Y, McLean JA, Bachmann BO. Adenylation enzyme characterization using gamma -(18)O(4)-ATP pyrophosphate exchange. ACTA ACUST UNITED AC 2009; 16:473-8. [PMID: 19477411 DOI: 10.1016/j.chembiol.2009.04.007] [Citation(s) in RCA: 43] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2008] [Revised: 03/27/2009] [Accepted: 04/17/2009] [Indexed: 11/15/2022]
Abstract
We present here a rapid, highly sensitive nonradioactive assay for adenylation enzyme selectivity determination and characterization. This method measures the isotopic back exchange of unlabeled pyrophosphate into gamma-(18)O(4)-labeled ATP via matrix-assisted laser desorption/ionization time-of-flight mass spectrometry (MS), electrospray ionization liquid chromatography MS, or electrospray ionization liquid chromatography-tandem MS and is demonstrated for both nonribosomal (TycA, ValA) and ribosomal synthetases (TrpRS, LysRS) of known specificity. This low-volume (6 microl) method detects as little as 0.01% (600 fmol) exchange, comparable in sensitivity to previously reported radioactive assays and readily adaptable to kinetics measurements and high throughput analysis of a wide spectrum of synthetases. Finally, a previously uncharacterized A-T didomain from anthramycin biosynthesis in the thermophile S. refuinius was demonstrated to selectively activate 4-methyl-3-hydroxyanthranilic acid at 47 degrees C, providing biochemical evidence for a new aromatic beta-amino acid activating adenylation domain and the first functional analysis of the anthramycin biosynthetic gene cluster.
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Affiliation(s)
- Vanessa V Phelan
- Department of Chemistry, Vanderbilt University, Nashville, TN 37204, USA
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27
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Bruzzese FJ, Tsu CA, Ma J, Loke HK, Wu D, Li Z, Tayber O, Dick LR. Development of a charcoal paper adenosine triphosphate:pyrophosphate exchange assay: kinetic characterization of NEDD8 activating enzyme. Anal Biochem 2009; 394:24-9. [PMID: 19602421 DOI: 10.1016/j.ab.2009.07.011] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2009] [Revised: 07/02/2009] [Accepted: 07/08/2009] [Indexed: 01/11/2023]
Abstract
Ubiquitin activating enzyme (UAE, UBE1, or E1) and seven known homologous "E1s" initiate the conjugation pathways for ubiquitin and 16 other ubiquitin-like modifiers (ULMs) found in humans. The initial step catalyzed by E1s uses adenosine triphosphate (ATP) to adenylate the C terminus of the appropriate ULM and results in the production of inorganic pyrophosphate (PPi). The mechanism of these enzymes can be studied with assays that measure the rate of ULM-dependent ATP:PPi exchange. The traditional method follows the initial velocity of [32P]PPi incorporation into ATP by capturing the nucleotide on activated charcoal powder to separate it from excess [32P]PPi and then measuring [32P]ATP in a scintillation counter. We have modified the method by using charcoal paper to capture the nucleotide and a phosphorimager to quantify the [32P]ATP. The significant increase in throughput that these modifications provide is accomplished without any sacrifice in sensitivity or accuracy compared with the traditional method. To demonstrate this, we reproduce and extend the characterization of the NEDD8 activating enzyme.
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Affiliation(s)
- Frank J Bruzzese
- Discovery, Millennium Pharmaceuticals, Cambridge, MA 02139, USA.
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28
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Schaffer ML, Otten LG. Substrate flexibility of the adenylation reaction in the Tyrocidine non-ribosomal peptide synthetase. ACTA ACUST UNITED AC 2009. [DOI: 10.1016/j.molcatb.2009.02.004] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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29
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Villiers BRM, Hollfelder F. Mapping the limits of substrate specificity of the adenylation domain of TycA. Chembiochem 2009; 10:671-82. [PMID: 19189362 DOI: 10.1002/cbic.200800553] [Citation(s) in RCA: 42] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
The catalytic potential of tyrocidine synthetase 1 (TycA) was probed by the kinetic characterization of its adenylation activity. We observed reactions with 30 substrates, thus suggesting some substrate promiscuity. However, although the TycA adenylation (A) domain was able to accommodate alternative substrates, their k(cat)/K(M) values ranged over six orders of magnitude. A comparison of the activities allowed the systematic mapping of the substrate specificity determinants of the TycA A-domain. Hydrophobicity plays a major role in the recognition of substrate analogues but can be combined with shape complementarity, conferring higher activity, and/or steric exclusion, leading to substantial discrimination against larger substrates. A comparison of the k(cat)/K(M) values of the TycA A-domain and phenylalanyl-tRNA synthetase showed that the level of discrimination was comparable in the two enzymes for the adenylation reaction and suggested that TycA was also subjected to high selective pressure. The specificity patterns observed and the quantification of alternative activities provide a basis for exploring possible paths for the future directed evolution of A-domain specificity.
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Affiliation(s)
- Benoit R M Villiers
- Department of Biochemistry, University of Cambridge, 80 Tennis Court Road, Cambridge, UK
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30
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Zou Y, Yin J. Alkyne-functionalized chemical probes for assaying the substrate specificities of the adenylation domains in nonribosomal peptide synthetases. Chembiochem 2009; 9:2804-10. [PMID: 18988209 DOI: 10.1002/cbic.200800480] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Affiliation(s)
- Yekui Zou
- Department of Chemistry, The University of Chicago, 929 E. 57th Street, GCIS E505A, Chicago, IL 60637, USA
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31
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McQuade TJ, Shallop AD, Sheoran A, Delproposto JE, Tsodikov OV, Garneau-Tsodikova S. A nonradioactive high-throughput assay for screening and characterization of adenylation domains for nonribosomal peptide combinatorial biosynthesis. Anal Biochem 2008; 386:244-50. [PMID: 19135023 DOI: 10.1016/j.ab.2008.12.014] [Citation(s) in RCA: 41] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2008] [Revised: 11/27/2008] [Accepted: 12/13/2008] [Indexed: 10/21/2022]
Abstract
Adenylation domains are critical enzymes that dictate the identity of the amino acid building blocks to be incorporated during nonribosomal peptide (NRP) biosynthesis. NRPs display a wide range of biological activities and are some of the most important drugs currently used in clinics. Traditionally, activity of adenylation domains has been measured by radioactive ATP-[32P]pyrophosphate (PP(i)) exchange assays. To identify adenylation domains for future combinatorial production of novel NRPs as potential drugs, we report a convenient high-throughput nonradioactive method to measure activity of these enzymes. In our assay, malachite green is used to measure orthophosphate (P(i)) concentrations after degradation by inorganic pyrophosphatase of the PP(i) released during aminoacyl-AMP formation by action of the adenylation domains. The assay is quantitative, accurate, and robust, and it can be performed in 96- and 384-well plate formats. The performance of our assay was tested by using NcpB-A(4), one of the seven adenylation domains involved in nostocyclopeptide biosynthesis. The kinetics of pyrophosphate release monitored by this method are much slower than those measured by a traditional ATP-[32P]PP(i) exchange assay. This observation indicates that the formation of the adenylated amino acid and its release are the rate-limiting steps during the catalytic turnover.
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Affiliation(s)
- Thomas J McQuade
- Center for Chemical Genomics, High-Throughput Screening Laboratory, Life Sciences Institute, University of Michigan, Ann Arbor, MI 48109, USA
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32
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Neres J, Wilson DJ, Celia L, Beck BJ, Aldrich CC. Aryl acid adenylating enzymes involved in siderophore biosynthesis: fluorescence polarization assay, ligand specificity, and discovery of non-nucleoside inhibitors via high-throughput screening. Biochemistry 2008; 47:11735-49. [PMID: 18928302 DOI: 10.1021/bi801625b] [Citation(s) in RCA: 39] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
The design and synthesis of a fluorescent probe Fl-Sal-AMS 6 based on the tight-binding inhibitor 5'- O-[ N-(salicyl)sulfamoyl]adenosine (Sal-AMS) is described for the aryl acid adenylating enzymes (AAAEs) known as MbtA, YbtE, EntE, VibE, DhbE, and BasE involved in siderophore biosynthesis from Mycobacterium tuberculosis, Yersinia pestis, Escherichia coli, Vibrio cholerae, Bacillus subtilis, and Acinetobacter baumannii, respectively. The probe was successfully used to develop a fluorescence polarization assay for these six AAAEs, and equilibrium dissociation constants were determined in direct binding experiments. Fl-Sal-AMS was effective for AAAEs that utilize salicylic acid or 2,3-dihydroxybenzoic acid as native substrates, with dissociation constants ranging from 9-369 nM, but was ineffective for AsbC, the AAAE from Bacillus anthracis, which activates 3,4-dihydroxybenzoic acid. Competitive binding experiments using a series of ligands including substrates, reaction products, and inhibitors provided the first comparative structure-activity relationships for AAAEs. The fluorescence polarization assay was then miniaturized to a 384-well plate format, and high-throughput screening was performed at the National Screening Laboratory for the Regional Centers of Excellence in Biodefense and Emerging Infectious Diseases (NSRB) against BasE, an AAAE from Acinetobacter baumannii involved in production of the siderophore acinetobactin. Several small molecule inhibitors with new chemotypes were identified, and compound 23 containing a pyrazolo[5,4- a]pyridine scaffold emerged as the most promising ligand with a K D of 78 nM, which was independently confirmed by isothermal calorimetry, and inhibition was also verified in an ATP-[ (32)P]-pyrophosphate exchange steady-state kinetic assay.
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Affiliation(s)
- João Neres
- Center for Drug Design, Academic Health Center, University of Minnesota, Minneapolis, Minnesota 55455, USA
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33
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Bershtein S, Tawfik DS. Advances in laboratory evolution of enzymes. Curr Opin Chem Biol 2008; 12:151-8. [PMID: 18284924 DOI: 10.1016/j.cbpa.2008.01.027] [Citation(s) in RCA: 193] [Impact Index Per Article: 12.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2007] [Revised: 01/17/2008] [Accepted: 01/24/2008] [Indexed: 11/19/2022]
Abstract
We address recent developments in the area of laboratory, or directed evolution, with a focus on enzymes and on new methodologies of generic potential. We survey three main areas: (i) library making techniques, including the application of computational and rational methods for library design; (ii) screening and selection techniques, including recent applications of enzyme screening by FACS (fluorescence activated cell sorter); (iii) new approaches for performing directed evolution, and in particular, the application of 'neutral drifts' (libraries generated by rounds of mutation and selection for the enzyme's original function) and of consensus mutations to generate highly evolvable starting points for directed evolution.
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Affiliation(s)
- Shimon Bershtein
- Department of Biological Chemistry, Weizmann Institute of Science, Rehovot 76100, Israel
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