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Liu F, van Heel AJ, Kuipers OP. Engineering circular bacteriocins: structural and functional effects of α-helix exchanges and disulfide introductions in circularin A. Front Microbiol 2024; 15:1337647. [PMID: 38435696 PMCID: PMC10905743 DOI: 10.3389/fmicb.2024.1337647] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2023] [Accepted: 01/29/2024] [Indexed: 03/05/2024] Open
Abstract
Circular bacteriocins form a distinct group of antimicrobial peptides (AMPs) characterized by their unique head-to-tail ligated circular structure and functional properties. They belong to the ribosomally synthesized and post-translationally modified peptide (RiPP) family. The ribosomal origin of these peptides facilitates rapid diversification through mutations in the precursor genes combined with specific modification enzymes. In this study, we primarily explored the bacteriocin engineering potential of circularin A, a circular bacteriocin produced by Clostridium beijerinckii ATCC 25752. Specifically, we employed strategies involving α-helix replacements and disulfide bond introductions to investigate their effects on both biosynthesis and bioactivity of the bacteriocin. The results show the feasibility of peptide engineering to introduce certain structural properties into circularin A through carefully designed approaches. The introduction of cysteines for potential disulfide bonds resulted in a substantial reduction in bacteriocin biosynthesis and/or bioactivity, indicating the importance of maintaining dynamic flexibility of α-helices in circularin A, while reduction of the potential disulfide in one case increased the activity. The 5 α-helices of circularin A were respectively replaced by corresponding helices from another circular peptide, enterocin AS-48, and modestly active peptides were obtained in a few cases. Overall, this study provides valuable insights into the engineering potential of circular bacteriocins as antimicrobial agents, including their structural and functional restrictions and their suitability as peptide engineering scaffolds. This helps to pave the way for the development of novel antimicrobial peptides with tailored properties based on circular bacteriocins.
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Affiliation(s)
- Fangfang Liu
- Department of Molecular Genetics, Groningen Biomolecular Sciences and Biotechnology Institute, University of Groningen, Groningen, Netherlands
| | - Auke J. van Heel
- Department of Molecular Genetics, Groningen Biomolecular Sciences and Biotechnology Institute, University of Groningen, Groningen, Netherlands
- Omnicin Therapeutics, Groningen, Netherlands
| | - Oscar P. Kuipers
- Department of Molecular Genetics, Groningen Biomolecular Sciences and Biotechnology Institute, University of Groningen, Groningen, Netherlands
- Omnicin Therapeutics, Groningen, Netherlands
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2
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Liu F, van Heel AJ, Kuipers OP. Leader- and Terminal Residue Requirements for Circularin A Biosynthesis Probed by Systematic Mutational Analyses. ACS Synth Biol 2023; 12:852-862. [PMID: 36857413 PMCID: PMC10028692 DOI: 10.1021/acssynbio.2c00661] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/02/2023]
Abstract
Circularin A is a circular bacteriocin belonging to a subgroup of the ribosomally synthesized and post-translationally modified peptide (RiPP) superfamily. The post-translational biosynthesis of circular bacteriocins primarily consists of leader cleavage, core peptide circularization, and bacteriocin secretion. However, none of these processes have been fully elucidated due to the complex biosynthesis of such bacteriocins and the lack of homology to the functions of other known biosynthetic enzymes. In this study, we investigated the leader- and terminal residue requirements for the biosynthesis of circularin A by systematic mutational analyses, including the mutational effects of variable leader lengths, as well as site-directed substitutions of residues at positions near the leader cleavage site and the circularization site. Results show that the leader with only one Met residue, the shortest leader possible, is sufficient to produce mature circularin A; helix-forming short-sidechain hydrophobic residues are required at positions Val1 and Ala2 of the N-terminus to form active peptide derivatives, indicating the possible steric hindrance effect at these two positions; and an aromatic residue is required at the C-terminal Tyr69 position to produce a mature circular derivative. However, the requirements for residues at position Ala68 are much more relaxed relative to the positions of Val1 and Ala2, since even substitution with the largest possible residue, i.e., tryptophan, still allows the generation of an active Ala68Trp derivative. Our findings provide new perspectives for the biosynthesis of this short-leader circular bacteriocin, which enables the application of circular bacteriocin biosynthesis in rational modified peptide engineering.
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Affiliation(s)
- Fangfang Liu
- Department of Molecular Genetics, Groningen Biomolecular Sciences and Biotechnology Institute, University of Groningen, 9747 AG Groningen, The Netherlands
| | - Auke J van Heel
- Department of Molecular Genetics, Groningen Biomolecular Sciences and Biotechnology Institute, University of Groningen, 9747 AG Groningen, The Netherlands
| | - Oscar P Kuipers
- Department of Molecular Genetics, Groningen Biomolecular Sciences and Biotechnology Institute, University of Groningen, 9747 AG Groningen, The Netherlands
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Liu F, van Heel AJ, Chen J, Kuipers OP. Functional production of clostridial circularin A in Lactococcus lactis NZ9000 and mutational analysis of its aromatic and cationic residues. Front Microbiol 2022; 13:1026290. [PMID: 36504829 PMCID: PMC9726714 DOI: 10.3389/fmicb.2022.1026290] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2022] [Accepted: 11/07/2022] [Indexed: 11/24/2022] Open
Abstract
Circular bacteriocins, also known as bacterial head-to-tail cyclized peptides, are a subgroup of ribosomally synthesized and post-translationally modified peptides (RiPPs). Compared with their conventional linear counterparts, circular bacteriocins are highly stable over a broad temperature and pH range, and circularization decreases proteolytic degradation by exopeptidases. These features render them great potential as scaffold candidates to withstand strident conditions in food- and pharmaceutical applications. However, the biosynthesis and bioactivity of circular bacteriocins still remain largely unknown. To investigate and gain more insights into the biosynthesis of circular bacteriocins and to achieve efficient production and characterization of bacteriocin variants, we developed an efficient cloning and heterologous expression system for clostridial circularin A and successfully produced this circular peptide in Lactococcus lactis NZ9000. We report three system formats with single plasmid or plasmid combinations to achieve successful cloning and functional production of circularin A in L. lactis. These systematic varieties enabled us to choose the appropriate method to efficiently obtain various constructs with desired properties. With the established heterologous systems in L. lactis, we performed several mutagenesis studies in the precursor peptide to study its structure/function relationships. The overlay activity assay revealed that these mutant variants had variable effects on different indicator strains: lysine substitution for certain glutamine residue(s) greatly decreased its bioactivity against Clostridium perfringens and L. lactis NZ9000, and alanine replacement for the cationic residues significantly reduced the activity against Lactobacillus sake ATCC 15521, whereas alanine substitution for the aromatic residues decreased its bioactivity against all three testing strains dramatically. Moreover, the conditions for bacteriocin production were optimized. Results show that supplementing the minimal medium with extra glucose (or sucrose) and immediate nisin-induction improved the peptide yield significantly. Briefly, we developed an excellent system for the production of circularin A and a wide range of variant peptides in a convenient host, as well as a method for fast detection of peptide production and activity. This system facilitated our mutagenesis studies which provided valuable insights into the effects of mutating specific residues on its biosynthesis and bioactivity, and will eventually enable more complex research into the biosynthesis of circularin A.
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van Tilburg AY, Warmer P, van Heel AJ, Sauer U, Kuipers OP. Membrane composition and organization of Bacillus subtilis 168 and its genome-reduced derivative miniBacillus PG10. Microb Biotechnol 2021; 15:1633-1651. [PMID: 34856064 PMCID: PMC9049611 DOI: 10.1111/1751-7915.13978] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2021] [Revised: 10/13/2021] [Accepted: 11/14/2021] [Indexed: 11/30/2022] Open
Abstract
A form of lateral membrane compartmentalization in bacteria is represented by functional membrane microdomains (FMMs). FMMs are important for various cellular processes and offer application possibilities in microbial biotechnology. We designed a lipidomics method to directly measure relative abundances of lipids in detergent‐resistant and detergent‐sensitive membrane fractions of the model bacterium Bacillus subtilis 168 and the biotechnologically attractive miniBacillus PG10 strain. Our study supports previous work suggesting that cardiolipin and prenol lipids are enriched in FMMs of B. subtilis. Additionally, structural analysis of acyl chains of major phospholipids indicated that FMMs display increased order and thickness compared with the surrounding bilayer. Despite the 36% genome reduction, membrane and FMM integrity are largely preserved in miniBacillus PG10, as supported by analysis of membrane fluidity, flotillin distribution and gene expression data. The novel insights in FMM architecture reported here will contribute to further explore the biological significance of FMMs and the means by which FMMs can be exploited as heterologous production platforms. Moreover, our lipidomics method enables comparative FMM lipid profiling between different bacteria.
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Affiliation(s)
- Amanda Y van Tilburg
- Department of Molecular Genetics, University of Groningen, Groningen, The Netherlands
| | - Philipp Warmer
- Institute of Molecular Systems Biology, ETH Zürich, Zürich, Switzerland.,Life Science Zürich PhD Program on Systems Biology, Zürich, Switzerland
| | - Auke J van Heel
- Department of Molecular Genetics, University of Groningen, Groningen, The Netherlands
| | - Uwe Sauer
- Institute of Molecular Systems Biology, ETH Zürich, Zürich, Switzerland
| | - Oscar P Kuipers
- Department of Molecular Genetics, University of Groningen, Groningen, The Netherlands
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Michalik S, Reder A, Richts B, Faßhauer P, Mäder U, Pedreira T, Poehlein A, van Heel AJ, van Tilburg AY, Altenbuchner J, Klewing A, Reuß DR, Daniel R, Commichau FM, Kuipers OP, Hamoen LW, Völker U, Stülke J. The Bacillus subtilis Minimal Genome Compendium. ACS Synth Biol 2021; 10:2767-2771. [PMID: 34587446 DOI: 10.1021/acssynbio.1c00339] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
To better understand cellular life, it is essential to decipher the contribution of individual components and their interactions. Minimal genomes are an important tool to investigate these interactions. Here, we provide a database of 105 fully annotated genomes of a series of strains with sequential deletion steps of the industrially relevant model bacterium Bacillus subtilis starting with the laboratory wild type strain B. subtilis 168 and ending with B. subtilis PG38, which lacks approximately 40% of the original genome. The annotation is supported by sequencing of key intermediate strains as well as integration of literature knowledge for the annotation of the deletion scars and their potential effects. The strain compendium presented here represents a comprehensive genome library of the entire MiniBacillus project. This resource will facilitate the more effective application of the different strains in basic science as well as in biotechnology.
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Affiliation(s)
- Stephan Michalik
- C_FunGene, Department of Functional Genomics, Interfaculty Institute for Genetics and Functional Genomics, University Medicine Greifswald, 17487 Greifswald, Germany
| | - Alexander Reder
- C_FunGene, Department of Functional Genomics, Interfaculty Institute for Genetics and Functional Genomics, University Medicine Greifswald, 17487 Greifswald, Germany
| | - Björn Richts
- Institute of Microbiology and Genetics, GZMB, Georg-August University Göttingen, 37077 Göttingen, Germany
| | - Patrick Faßhauer
- Institute of Microbiology and Genetics, GZMB, Georg-August University Göttingen, 37077 Göttingen, Germany
| | - Ulrike Mäder
- C_FunGene, Department of Functional Genomics, Interfaculty Institute for Genetics and Functional Genomics, University Medicine Greifswald, 17487 Greifswald, Germany
| | - Tiago Pedreira
- Institute of Microbiology and Genetics, GZMB, Georg-August University Göttingen, 37077 Göttingen, Germany
| | - Anja Poehlein
- Institute of Microbiology and Genetics, GZMB, Georg-August University Göttingen, 37077 Göttingen, Germany
| | - Auke J. van Heel
- Department of Molecular Genetics, University of Groningen, 9747 AG Groningen, The Netherlands
| | - Amanda Y. van Tilburg
- Department of Molecular Genetics, University of Groningen, 9747 AG Groningen, The Netherlands
| | - Josef Altenbuchner
- Institute for Industrial Genetics, University of Stuttgart, 70569 Stuttgart, Germany
| | - Anika Klewing
- Institute of Microbiology and Genetics, GZMB, Georg-August University Göttingen, 37077 Göttingen, Germany
| | - Daniel R. Reuß
- Institute of Microbiology and Genetics, GZMB, Georg-August University Göttingen, 37077 Göttingen, Germany
| | - Rolf Daniel
- Institute of Microbiology and Genetics, GZMB, Georg-August University Göttingen, 37077 Göttingen, Germany
| | - Fabian M. Commichau
- Institute of Microbiology and Genetics, GZMB, Georg-August University Göttingen, 37077 Göttingen, Germany
- FG Synthetic Microbiology, Brandenburg University of Technology, 01958 Senftenberg, Germany
| | - Oscar P. Kuipers
- Department of Molecular Genetics, University of Groningen, 9747 AG Groningen, The Netherlands
| | - Leendert W. Hamoen
- Swammerdam Institute for Life Sciences, University of Amsterdam, 1090 GE Amsterdam, The Netherlands
| | - Uwe Völker
- C_FunGene, Department of Functional Genomics, Interfaculty Institute for Genetics and Functional Genomics, University Medicine Greifswald, 17487 Greifswald, Germany
| | - Jörg Stülke
- Institute of Microbiology and Genetics, GZMB, Georg-August University Göttingen, 37077 Göttingen, Germany
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Montalbán-López M, Scott TA, Ramesh S, Rahman IR, van Heel AJ, Viel JH, Bandarian V, Dittmann E, Genilloud O, Goto Y, Grande Burgos MJ, Hill C, Kim S, Koehnke J, Latham JA, Link AJ, Martínez B, Nair SK, Nicolet Y, Rebuffat S, Sahl HG, Sareen D, Schmidt EW, Schmitt L, Severinov K, Süssmuth RD, Truman AW, Wang H, Weng JK, van Wezel GP, Zhang Q, Zhong J, Piel J, Mitchell DA, Kuipers OP, van der Donk WA. New developments in RiPP discovery, enzymology and engineering. Nat Prod Rep 2021; 38:130-239. [PMID: 32935693 PMCID: PMC7864896 DOI: 10.1039/d0np00027b] [Citation(s) in RCA: 362] [Impact Index Per Article: 120.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Covering: up to June 2020Ribosomally-synthesized and post-translationally modified peptides (RiPPs) are a large group of natural products. A community-driven review in 2013 described the emerging commonalities in the biosynthesis of RiPPs and the opportunities they offered for bioengineering and genome mining. Since then, the field has seen tremendous advances in understanding of the mechanisms by which nature assembles these compounds, in engineering their biosynthetic machinery for a wide range of applications, and in the discovery of entirely new RiPP families using bioinformatic tools developed specifically for this compound class. The First International Conference on RiPPs was held in 2019, and the meeting participants assembled the current review describing new developments since 2013. The review discusses the new classes of RiPPs that have been discovered, the advances in our understanding of the installation of both primary and secondary post-translational modifications, and the mechanisms by which the enzymes recognize the leader peptides in their substrates. In addition, genome mining tools used for RiPP discovery are discussed as well as various strategies for RiPP engineering. An outlook section presents directions for future research.
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Abstract
Efficient bacterial cell factories are important for the screening and characterization of potent antimicrobial peptides such as lantibiotics. Although lantibiotic production systems have been established in Lactococcus lactis and Escherichia coli, the industrial workhorse Bacillus subtilis has been left relatively unexplored as a lantibiotic production host. Therefore, we tested different B. subtilis strains for their ability to produce lantibiotic peptides by using the subtilin modification and transport enzymes derived from the natural subtilin producer B. subtilis ATCC 6633. Our study shows that although B. subtilis ATCC 6633 and 168 are able to produce various processed lantibiotic peptides, an evident advantage of using either the 8-fold protease-deficient strain WB800 or the genome-minimized B. subtilis 168 strain PG10 is the lack of extracellular serine protease activity. Consequently, leader processing of lantibiotic precursor peptides is circumvented and thus potential toxicity toward the production host is prevented. Furthermore, PG10 provides a clean secondary metabolic background and therefore appears to be the most promising B. subtilis lantibiotic production host. We demonstrate the production of various lantibiotic precursor peptides by PG10 and show different options for their in vitro activation. Our study thus provides a convenient B. subtilis-based lantibiotic production system, which facilitates the search for novel antimicrobial peptides.
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Affiliation(s)
- Amanda Y. van Tilburg
- Department of Molecular Genetics, University of Groningen, Groningen, 9747AG, The Netherlands
| | - Auke J. van Heel
- Department of Molecular Genetics, University of Groningen, Groningen, 9747AG, The Netherlands
| | - Jörg Stülke
- Institute of Microbiology and Genetics, Georg-August University Göttingen, Göttingen, 37077, Germany
| | - Niels A. W. de Kok
- Department of Molecular Genetics, University of Groningen, Groningen, 9747AG, The Netherlands
| | - Anne-Stéphanie Rueff
- Department of Molecular Genetics, University of Groningen, Groningen, 9747AG, The Netherlands
| | - Oscar P. Kuipers
- Department of Molecular Genetics, University of Groningen, Groningen, 9747AG, The Netherlands
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van Heel AJ, de Jong A, Song C, Viel JH, Kok J, Kuipers OP. BAGEL4: a user-friendly web server to thoroughly mine RiPPs and bacteriocins. Nucleic Acids Res 2019; 46:W278-W281. [PMID: 29788290 PMCID: PMC6030817 DOI: 10.1093/nar/gky383] [Citation(s) in RCA: 464] [Impact Index Per Article: 92.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2018] [Accepted: 05/17/2018] [Indexed: 11/21/2022] Open
Abstract
Interest in secondary metabolites such as RiPPs (ribosomally synthesized and posttranslationally modified peptides) is increasing worldwide. To facilitate the research in this field we have updated our mining web server. BAGEL4 is faster than its predecessor and is now fully independent from ORF-calling. Gene clusters of interest are discovered using the core-peptide database and/or through HMM motifs that are present in associated context genes. The databases used for mining have been updated and extended with literature references and links to UniProt and NCBI. Additionally, we have included automated promoter and terminator prediction and the option to upload RNA expression data, which can be displayed along with the identified clusters. Further improvements include the annotation of the context genes, which is now based on a fast blast against the prokaryote part of the UniRef90 database, and the improved web-BLAST feature that dynamically loads structural data such as internal cross-linking from UniProt. Overall BAGEL4 provides the user with more information through a user-friendly web-interface which simplifies data evaluation. BAGEL4 is freely accessible at http://bagel4.molgenrug.nl.
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Affiliation(s)
- Auke J van Heel
- Molecular Genetics, GBB, University of Groningen, Groningen, 9747AG, the Netherlands
| | - Anne de Jong
- Molecular Genetics, GBB, University of Groningen, Groningen, 9747AG, the Netherlands
| | - Chunxu Song
- Molecular Genetics, GBB, University of Groningen, Groningen, 9747AG, the Netherlands
| | - Jakob H Viel
- Molecular Genetics, GBB, University of Groningen, Groningen, 9747AG, the Netherlands
| | - Jan Kok
- Molecular Genetics, GBB, University of Groningen, Groningen, 9747AG, the Netherlands
| | - Oscar P Kuipers
- Molecular Genetics, GBB, University of Groningen, Groningen, 9747AG, the Netherlands
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Montalbán-López M, Deng J, van Heel AJ, Kuipers OP. Specificity and Application of the Lantibiotic Protease NisP. Front Microbiol 2018; 9:160. [PMID: 29479343 PMCID: PMC5812297 DOI: 10.3389/fmicb.2018.00160] [Citation(s) in RCA: 40] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2017] [Accepted: 01/24/2018] [Indexed: 01/03/2023] Open
Abstract
Lantibiotics are ribosomally produced and posttranslationally modified peptides containing several lanthionine residues. They exhibit substantial antimicrobial activity against Gram-positive bacteria, including relevant pathogens. The production of the model lantibiotic nisin minimally requires the expression of the modification and export machinery. The last step during nisin maturation is the cleavage of the leader peptide. This liberates the active compound and is catalyzed by the cell wall-anchored protease NisP. Here, we report the production and purification of a soluble variant of NisP. This has enabled us to study its specificity and test its suitability for biotechnological applications. The ability of soluble NisP to cleave leaders from various substrates was tested with two sets of nisin variants. The first set was designed to investigate the influence of amino acid variations in the leader peptide or variations around the cleavage site. The second set was designed to study the influence of the lanthionine ring topology on the proteolytic efficiency. We show that the substrate promiscuity is higher than has previously been suggested. Our results demonstrate the importance of the arginine residue at the end of the leader peptide and the importance of lanthionine rings in the substrate for specific cleavage. Collectively, these data indicate that NisP is a suitable protease for the activation of diverse heterologously expressed lantibiotics, which is required to release active antimicrobial compounds.
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Affiliation(s)
| | - Jingjing Deng
- Department Molecular Genetics, University of Groningen, Groningen, Netherlands
| | - Auke J van Heel
- Department Molecular Genetics, University of Groningen, Groningen, Netherlands
| | - Oscar P Kuipers
- Department Molecular Genetics, University of Groningen, Groningen, Netherlands
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van Heel AJ, Montalban-Lopez M, Oliveau Q, Kuipers OP. Genome-guided identification of novel head-to-tail cyclized antimicrobial peptides, exemplified by the discovery of pumilarin. Microb Genom 2017; 3:e000134. [PMID: 29177092 PMCID: PMC5695211 DOI: 10.1099/mgen.0.000134] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2017] [Accepted: 09/01/2017] [Indexed: 11/18/2022] Open
Abstract
The need for novel antibiotics in an era where antimicrobial resistance is on the rise, and the number of new approved antimicrobial drugs reaching the market is declining, is evident. The underused potential of post-translationally modified peptides for clinical use makes this class of peptides interesting candidates. In this study, we made use of the vast amounts of available genomic data and screened all publicly available prokaryotic genomes (~3000) to identify 394 novel head-to-tail cyclized antimicrobial peptides. To verify these in silico results, we isolated and characterized a novel antimicrobial peptide from Bacillus pumilus that we named pumilarin. Pumilarin was demonstrated to have a circular structure and showed antimicrobial activity against several indicator strains, including pathogens.
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Affiliation(s)
- Auke J van Heel
- 1Molecular Genetics, University of Groningen, Groningen, Nijenborgh 7, NA 9747 AG, The Netherlands
| | - Manuel Montalban-Lopez
- 1Molecular Genetics, University of Groningen, Groningen, Nijenborgh 7, NA 9747 AG, The Netherlands.,2Department of Microbiology, University of Granada, Granada, Spain
| | - Quentin Oliveau
- 1Molecular Genetics, University of Groningen, Groningen, Nijenborgh 7, NA 9747 AG, The Netherlands
| | - Oscar P Kuipers
- 1Molecular Genetics, University of Groningen, Groningen, Nijenborgh 7, NA 9747 AG, The Netherlands
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11
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van Heel AJ, Kloosterman TG, Montalban-Lopez M, Deng J, Plat A, Baudu B, Hendriks D, Moll GN, Kuipers OP. Discovery, Production and Modification of Five Novel Lantibiotics Using the Promiscuous Nisin Modification Machinery. ACS Synth Biol 2016; 5:1146-1154. [PMID: 27294279 DOI: 10.1021/acssynbio.6b00033] [Citation(s) in RCA: 60] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
To find the right conditions to isolate natively expressed antimicrobial peptides from a wide range of different microorganisms can be a challenge. Here, we exploited a heterologous expression system to produce and characterize several novel lantibiotics. We identified 54 novel putative class I and class II lantibiotics after inspecting all publicly available prokaryotic genomes using the in-house developed mining tool BAGEL3. The genes encoding these new lantibiotics fused to the nisin leader peptide gene sequence were synthesized, and the constructs were plugged into the nisin expression and modification system. Using this approach 30 peptides could be expressed, 27 of which were dehydrated by NisBC on at least 1 predicted position. Good antimicrobial activity against several pathogenic bacteria could be demonstrated for 5 novel heterologously modified lantibiotics. Lantibiotics from Corynebacterium lipophiloflavum DSM 44291 and Streptococcus agalactiae ATCC 13813, named flavucin and agalacticin, respectively, were fully modified and displayed high antimicrobial activity. The efficiency of functional expression was significantly enhanced when we made use of the native nisin leader cleavage site, instead of an artificial factor Xa site. Thus, we describe an efficient way for heterologous production of active lantibiotics, facilitating a rapid identification of promising molecules.
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Affiliation(s)
- Auke J. van Heel
- University of Groningen, Linnaeusborg, Nijenborgh
7, 9747AG Groningen, The Netherlands
| | - Tomas G. Kloosterman
- University of Groningen, Linnaeusborg, Nijenborgh
7, 9747AG Groningen, The Netherlands
| | | | - Jingjing Deng
- University of Groningen, Linnaeusborg, Nijenborgh
7, 9747AG Groningen, The Netherlands
| | - Annechien Plat
- University of Groningen, Linnaeusborg, Nijenborgh
7, 9747AG Groningen, The Netherlands
| | - Baptiste Baudu
- University of Groningen, Linnaeusborg, Nijenborgh
7, 9747AG Groningen, The Netherlands
| | - Djoke Hendriks
- University of Groningen, Linnaeusborg, Nijenborgh
7, 9747AG Groningen, The Netherlands
| | - Gert N. Moll
- University of Groningen, Linnaeusborg, Nijenborgh
7, 9747AG Groningen, The Netherlands
| | - Oscar P. Kuipers
- University of Groningen, Linnaeusborg, Nijenborgh
7, 9747AG Groningen, The Netherlands
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Montalbán-López M, van Heel AJ, Kuipers OP. Employing the promiscuity of lantibiotic biosynthetic machineries to produce novel antimicrobials. FEMS Microbiol Rev 2016; 41:5-18. [PMID: 27591436 DOI: 10.1093/femsre/fuw034] [Citation(s) in RCA: 40] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Revised: 03/07/2016] [Accepted: 07/28/2016] [Indexed: 12/30/2022] Open
Abstract
As the number of new antibiotics that reach the market is decreasing and the demand for them is rising, alternative sources of novel antimicrobials are needed. Lantibiotics are potent peptide antimicrobials that are ribosomally synthesized and stabilized by post-translationally introduced lanthionine rings. Their ribosomal synthesis and enzymatic modifications provide excellent opportunities to design and engineer a large variety of novel antimicrobial compounds. The research conducted in this area demonstrates that the modularity present in both the peptidic rings as well as in the combination of promiscuous modification enzymes can be exploited to further increase the diversity of lantibiotics. Various approaches, where the modifying enzymes and corresponding leader peptides are decoupled from their natural core peptide and integrated in designed plug-and-play production systems, enable the production of modified peptides that are either derived from vast genomic data or designed using functional parts from a wide diversity of core peptides. These approaches constitute a powerful discovery platform to develop novel antimicrobials with high therapeutic potential.
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Affiliation(s)
- Manuel Montalbán-López
- Department of Molecular Genetics, University of Groningen, Nijenborgh 7, 9747AG Groningen, the Netherlands
| | - Auke J van Heel
- Department of Molecular Genetics, University of Groningen, Nijenborgh 7, 9747AG Groningen, the Netherlands
| | - Oscar P Kuipers
- Department of Molecular Genetics, University of Groningen, Nijenborgh 7, 9747AG Groningen, the Netherlands
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Zhou L, van Heel AJ, Montalban-Lopez M, Kuipers OP. Potentiating the Activity of Nisin against Escherichia coli. Front Cell Dev Biol 2016; 4:7. [PMID: 26904542 PMCID: PMC4745983 DOI: 10.3389/fcell.2016.00007] [Citation(s) in RCA: 43] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2015] [Accepted: 01/18/2016] [Indexed: 11/13/2022] Open
Abstract
Lantibiotics are antimicrobial (methyl)lanthionine-containing peptides produced by various Gram-positive bacteria. The model lantibiotic, nisin, binds lipid II in the cell membrane. Additionally, after binding it can insert into the membrane creating a pore. Nisin can efficiently inhibit the growth of Gram-positive bacteria and resistance is rarely observed. However, the activity of lantibiotics is at least 100-fold lower against certain Gram-negative bacteria. This is caused by the fact that Gram-negative bacteria have an outer membrane that hinders the peptides to reach lipid II, which is located in the inner membrane. Improving the activity of lantibiotics against Gram-negative bacteria could be achieved if the outer membrane traversing efficiency is increased. Here, several anti-Gram-negative peptides (e.g., apidaecin 1b, oncocin), or parts thereof, were fused to the C-terminus of either a truncated version of nisin containing the first three/five rings or full length nisin. The activities of these fusion peptides were tested against Gram-negative pathogens. Our results showed that when an eight amino acids (PRPPHPRL) tail from apidaecin 1b was attached to nisin, the activity of nisin against Escherichia coli CECT101 was increased more than two times. This research presents a new and promising method to increase the anti-Gram-negative activity of lantibiotics.
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Affiliation(s)
- Liang Zhou
- Department of Molecular Genetics, Groningen Biomolecular Sciences and Biotechnology Institute, University of Groningen Groningen, Netherlands
| | - Auke J van Heel
- Department of Molecular Genetics, Groningen Biomolecular Sciences and Biotechnology Institute, University of Groningen Groningen, Netherlands
| | - Manuel Montalban-Lopez
- Department of Molecular Genetics, Groningen Biomolecular Sciences and Biotechnology Institute, University of Groningen Groningen, Netherlands
| | - Oscar P Kuipers
- Department of Molecular Genetics, Groningen Biomolecular Sciences and Biotechnology Institute, University of Groningen Groningen, Netherlands
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Back A, Borges F, Mangavel C, Paris C, Rondags E, Kapel R, Aymes A, Rogniaux H, Pavlović M, van Heel AJ, Kuipers OP, Revol-Junelles AM, Cailliez-Grimal C. Recombinant pediocin in Lactococcus lactis: increased production by propeptide fusion and improved potency by co-production with PedC. Microb Biotechnol 2015; 9:466-77. [PMID: 26147827 PMCID: PMC4919988 DOI: 10.1111/1751-7915.12285] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2014] [Revised: 02/18/2015] [Accepted: 03/11/2015] [Indexed: 11/29/2022] Open
Abstract
We describe the impact of two propeptides and PedC on the production yield and the potency of recombinant pediocins produced in Lactococcus lactis. On the one hand, the sequences encoding the propeptides SD or LEISSTCDA were inserted between the sequence encoding the signal peptide of Usp45 and the structural gene of the mature pediocin PA‐1. On the other hand, the putative thiol‐disulfide oxidoreductase PedC was coexpressed with pediocin. The concentration of recombinant pediocins produced in supernatants was determined by enzyme‐linked immunosorbent assay. The potency of recombinant pediocins was investigated by measuring the minimal inhibitory concentration by agar well diffusion assay. The results show that propeptides SD or LEISSTCDA lead to an improved secretion of recombinant pediocins with apparently no effect on the antibacterial potency and that PedC increases the potency of recombinant pediocin. To our knowledge, this study reveals for the first time that pediocin tolerates fusions at the N‐terminal end. Furthermore, it reveals that only expressing the pediocin structural gene in a heterologous host is not sufficient to get an optimal potency and requires the accessory protein PedC. In addition, it can be speculated that PedC catalyses the correct formation of disulfide bonds in pediocin.
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Affiliation(s)
- Alexandre Back
- Laboratoire d'Ingénierie des Biomolécules (LIBio), ENSAIA, Université de Lorraine, 2 Avenue de la Forêt de Haye, Vandœuvre-lès-Nancy, 54518, France
| | - Frédéric Borges
- Laboratoire d'Ingénierie des Biomolécules (LIBio), ENSAIA, Université de Lorraine, 2 Avenue de la Forêt de Haye, Vandœuvre-lès-Nancy, 54518, France
| | - Cécile Mangavel
- Laboratoire d'Ingénierie des Biomolécules (LIBio), ENSAIA, Université de Lorraine, 2 Avenue de la Forêt de Haye, Vandœuvre-lès-Nancy, 54518, France
| | - Cédric Paris
- Laboratoire d'Ingénierie des Biomolécules (LIBio), ENSAIA, Université de Lorraine, 2 Avenue de la Forêt de Haye, Vandœuvre-lès-Nancy, 54518, France
| | - Emmanuel Rondags
- Laboratoire Réactions et Génie des Procédés (LRGP), CNRS-UMR 7274, Université de Lorraine, 2 Avenue de la Forêt de Haye, Vandœuvre-lès-Nancy, 54518, France
| | - Romain Kapel
- Laboratoire Réactions et Génie des Procédés (LRGP), CNRS-UMR 7274, Université de Lorraine, 2 Avenue de la Forêt de Haye, Vandœuvre-lès-Nancy, 54518, France
| | - Arnaud Aymes
- Laboratoire Réactions et Génie des Procédés (LRGP), CNRS-UMR 7274, Université de Lorraine, 2 Avenue de la Forêt de Haye, Vandœuvre-lès-Nancy, 54518, France
| | - Hélène Rogniaux
- INRA Unité Biopolymères Interactions Assemblages (UR1268), Rue de la Géraudière, Nantes, 44316, France
| | - Marija Pavlović
- INRA Unité Biopolymères Interactions Assemblages (UR1268), Rue de la Géraudière, Nantes, 44316, France
| | - Auke J van Heel
- Department of Molecular Genetics, GBB Institute, University of Gronningen, Nijenborgh 7, 9747AG, Groningen, The Netherlands
| | - Oscar P Kuipers
- Department of Molecular Genetics, GBB Institute, University of Gronningen, Nijenborgh 7, 9747AG, Groningen, The Netherlands
| | - Anne-Marie Revol-Junelles
- Laboratoire d'Ingénierie des Biomolécules (LIBio), ENSAIA, Université de Lorraine, 2 Avenue de la Forêt de Haye, Vandœuvre-lès-Nancy, 54518, France
| | - Catherine Cailliez-Grimal
- Laboratoire d'Ingénierie des Biomolécules (LIBio), ENSAIA, Université de Lorraine, 2 Avenue de la Forêt de Haye, Vandœuvre-lès-Nancy, 54518, France
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Khusainov R, van Heel AJ, Lubelski J, Moll GN, Kuipers OP. Identification of essential amino acid residues in the nisin dehydratase NisB. Front Microbiol 2015; 6:102. [PMID: 25767464 PMCID: PMC4341554 DOI: 10.3389/fmicb.2015.00102] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2014] [Accepted: 01/27/2015] [Indexed: 11/24/2022] Open
Abstract
Nisin is a posttranslationally-modified antimicrobial peptide that has the ability to induce its own biosynthesis. Serines and threonines in the modifiable core peptide part of precursor nisin are dehydrated to dehydroalanines and dehydrobutyrines by the dehydratase NisB, and subsequently cysteines are coupled to the dehydroamino acids by the cyclase NisC. In this study, we applied extensive site-directed mutagenesis, together with direct binding studies, to investigate the molecular mechanism of the dehydratase NisB. We use a natural nisin-producing strain as a host to probe mutant-NisB functionality. Importantly, we are able to differentiate between intracellular and secreted fully dehydrated precursor nisin, enabling investigation of the NisB properties needed for the release of dehydrated precursor nisin to its devoted secretion system NisT. We report that single amino acid substitutions of conserved residues, i.e., R83A, R83M, and R87A result in incomplete dehydration of precursor nisin and prevention of secretion. Single point NisB mutants Y80F and H961A, result in a complete lack of dehydration of precursor nisin, but do not abrogate precursor nisin binding. The data indicate that residues Y80 and H961 are directly involved in catalysis, fitting well with their position in the recently published 3D-structure of NisB. We confirm, by in vivo studies, results that were previously obtained from in vitro experiments and NisB structure elucidation and show that previous findings translate well to effects seen in the original production host.
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Affiliation(s)
- Rustem Khusainov
- Department of Molecular Genetics, Groningen Biomolecular Sciences and Biotechnology Institute, University of Groningen Groningen, Netherlands
| | - Auke J van Heel
- Department of Molecular Genetics, Groningen Biomolecular Sciences and Biotechnology Institute, University of Groningen Groningen, Netherlands
| | - Jacek Lubelski
- Department of Molecular Genetics, Groningen Biomolecular Sciences and Biotechnology Institute, University of Groningen Groningen, Netherlands
| | | | - Oscar P Kuipers
- Department of Molecular Genetics, Groningen Biomolecular Sciences and Biotechnology Institute, University of Groningen Groningen, Netherlands ; Kluyver Centre for Genomics of Industrial Fermentation Groningen, Netherlands
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Zhou L, van Heel AJ, Kuipers OP. The length of a lantibiotic hinge region has profound influence on antimicrobial activity and host specificity. Front Microbiol 2015; 6:11. [PMID: 25688235 PMCID: PMC4310329 DOI: 10.3389/fmicb.2015.00011] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2014] [Accepted: 01/06/2015] [Indexed: 11/14/2022] Open
Abstract
Lantibiotics are ribosomally synthesized (methyl)lanthionine containing peptides which can efficiently inhibit the growth of Gram-positive bacteria. As lantibiotics kill bacteria efficiently and resistance to them is difficult to be obtained, they have the potential to be used in many applications, e.g., in pharmaceutical industry or food industry. Nisin can inhibit the growth of Gram-positive bacteria by binding to lipid II and by making pores in their membrane. The C-terminal part of nisin is known to play an important role during translocation over the membrane and forming pore complexes. However, as the thickness of bacterial membranes varies between different species and environmental conditions, this property could have an influence on the pore forming activity of nisin. To investigate this, the so-called “hinge region” of nisin (residues NMK) was engineered to vary from one to six amino acid residues and specific activity against different indicators was compared. Antimicrobial activity in liquid culture assays showed that wild type nisin is most active, while truncation of the hinge region dramatically reduced the activity of the peptide. However, one or two amino acids extensions showed only slightly reduced activity against most indicator strains. Notably, some variants (+2, +1, −1, −2) exhibited higher antimicrobial activity than nisin in agar well diffusion assays against Lactococcus lactis MG1363, Listeria monocytogenes, Enterococcus faecalis VE14089, Bacillus sporothermodurans IC4 and Bacillus cereus 4153 at certain temperatures.
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Affiliation(s)
- Liang Zhou
- Department of Molecular Genetics, Groningen Biomolecular Sciences and Biotechnology Institute, University of Groningen Groningen, Netherlands
| | - Auke J van Heel
- Department of Molecular Genetics, Groningen Biomolecular Sciences and Biotechnology Institute, University of Groningen Groningen, Netherlands
| | - Oscar P Kuipers
- Department of Molecular Genetics, Groningen Biomolecular Sciences and Biotechnology Institute, University of Groningen Groningen, Netherlands
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van Heel AJ, Mu D, Montalbán-López M, Hendriks D, Kuipers OP. Designing and producing modified, new-to-nature peptides with antimicrobial activity by use of a combination of various lantibiotic modification enzymes. ACS Synth Biol 2013; 2:397-404. [PMID: 23654279 DOI: 10.1021/sb3001084] [Citation(s) in RCA: 69] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Lanthipeptides are peptides that contain several post-translationally modified amino acid residues and commonly show considerable antimicrobial activity. After translation, the amino acid residues of these peptides are modified by a distinct set of modification enzymes. This process results in peptides containing one or more lanthionine rings and dehydrated Ser and Thr residues. Previously, an in vivo lanthipeptide production system based on the modification machinery of the model lantibiotic nisin was reported. Here, we present the addition of the modification enzymes LtnJ and GdmD to this production system. With these enzymes we can now produce lanthipeptides that contain d-alanines or a C-terminal aminovinyl-cysteine. We show experimentally that the decarboxylase GdmD is responsible for the C-terminal decarboxylation. Our results demonstrate that different lanthipeptide modification enzymes can work together in an in vivo production system. This yields a plug-and-play system that can be used to select different sets of modification enzymes to work on diverse, specifically designed substrates.
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Affiliation(s)
- Auke J. van Heel
- University of Groningen, Linnaeusborg,
Nijenborgh 7, 9747AG Groningen, The Netherlands
| | - Dongdong Mu
- University of Groningen, Linnaeusborg,
Nijenborgh 7, 9747AG Groningen, The Netherlands
| | | | - Djoke Hendriks
- University of Groningen, Linnaeusborg,
Nijenborgh 7, 9747AG Groningen, The Netherlands
| | - Oscar P. Kuipers
- University of Groningen, Linnaeusborg,
Nijenborgh 7, 9747AG Groningen, The Netherlands
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18
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van Heel AJ, de Jong A, Montalbán-López M, Kok J, Kuipers OP. BAGEL3: Automated identification of genes encoding bacteriocins and (non-)bactericidal posttranslationally modified peptides. Nucleic Acids Res 2013; 41:W448-53. [PMID: 23677608 PMCID: PMC3692055 DOI: 10.1093/nar/gkt391] [Citation(s) in RCA: 345] [Impact Index Per Article: 31.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
Identifying genes encoding bacteriocins and ribosomally synthesized and posttranslationally modified peptides (RiPPs) can be a challenging task. Especially those peptides that do not have strong homology to previously identified peptides can easily be overlooked. Extensive use of BAGEL2 and user feedback has led us to develop BAGEL3. BAGEL3 features genome mining of prokaryotes, which is largely independent of open reading frame (ORF) predictions and has been extended to cover more (novel) classes of posttranslationally modified peptides. BAGEL3 uses an identification approach that combines direct mining for the gene and indirect mining via context genes. Especially for heavily modified peptides like lanthipeptides, sactipeptides, glycocins and others, this genetic context harbors valuable information that is used for mining purposes. The bacteriocin and context protein databases have been updated and it is now easy for users to submit novel bacteriocins or RiPPs. The output has been simplified to allow user-friendly analysis of the results, in particular for large (meta-genomic) datasets. The genetic context of identified candidate genes is fully annotated. As input, BAGEL3 uses FASTA DNA sequences or folders containing multiple FASTA formatted files. BAGEL3 is freely accessible at http://bagel.molgenrug.nl.
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Affiliation(s)
- Auke J van Heel
- Molecular Genetics, University of Groningen, Linnaeusborgh, Nijenborgh 7, 9747AG Groningen
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Wood K, Gallat FX, Otten R, van Heel AJ, Lethier M, van Eijck L, Moulin M, Haertlein M, Weik M, Mulder FAA. Protein surface and core dynamics show concerted hydration-dependent activation. Angew Chem Int Ed Engl 2012; 52:665-8. [PMID: 23154872 DOI: 10.1002/anie.201205898] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2012] [Revised: 10/29/2012] [Indexed: 11/09/2022]
Abstract
By specifically labeling leucine/valine methyl groups and lysine side chains "inside" and "outside" dynamics of proteins on the nanosecond timescale are compared using neutron scattering. Surprisingly, both groups display similar dynamics as a function of temperature, and the buried hydrophobic core is sensitive to hydration and undergoes a dynamical transition.
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Affiliation(s)
- Kathleen Wood
- Australian Nuclear Science and Technology Organisation Bragg Institute, Menai NSW, Australia
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Montalbán-López M, Zhou L, Buivydas A, van Heel AJ, Kuipers OP. Increasing the success rate of lantibiotic drug discovery by Synthetic Biology. Expert Opin Drug Discov 2012; 7:695-709. [PMID: 22680308 DOI: 10.1517/17460441.2012.693476] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
INTRODUCTION Lantibiotics are post-translationally modified antimicrobial peptides produced by bacteria from diverse environments that exhibit an activity against pathogenic bacteria comparable to that of medically used antibiotics. The actual need for new antimicrobials in therapeutics has placed them in the pipeline of antibiotic research, due not only to their high antimicrobial activity but also to the fact that they are directed to novel targets. AREAS COVERED This review covers the different approaches traditionally used in bacteriocin discovery, based on the isolation of bacteria from different habitats and determining their inhibitory spectrum against a set of relevant strains. It also elaborates on more recent approaches covering organic synthesis and semi-synthesis of lantibiotics, genomic and proteomic approaches and the application of Synthetic Biology to the field of antimicrobial drug discovery. EXPERT OPINION Lantibiotics show a great potential in fulfilling the requirements for new antimicrobials. Culture-dependent techniques are still applied to lantibiotic discovery producing successful results that can be furthered by employing high-throughput screening techniques and peptidogenomics. The necessity of culturing bacteria and growing them in specific conditions for lantibiotic expression, can hamper the discovery rate, especially in exotic or unculturable bacteria. Thus, a combination of genome mining procedures, to detect novel lantibiotic-related sequences, with heterologous production systems and high-throughput screening, offers a promising strategy. Furthermore, the characterization of the mechanism of action of many lantibiotics, and the development of "plug and play" peptide biosynthesis systems, offers the possibility of initiating the rational design of non-natural lantibiotics based on structure-activity relationships.
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Affiliation(s)
- Manuel Montalbán-López
- University of Groningen, Molecular Genetics Group, Nijenborgh 7, 9747 AG, Groningen, The Netherlands
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Abstract
Mining bacterial genomes for bacteriocins is a challenging task due to the substantial structure and sequence diversity, and generally small sizes, of these antimicrobial peptides. Major progress in the research of antimicrobial peptides and the ever-increasing quantities of genomic data, varying from (un)finished genomes to meta-genomic data, led us to develop the significantly improved genome mining software BAGEL2, as a follow-up of our previous BAGEL software. BAGEL2 identifies putative bacteriocins on the basis of conserved domains, physical properties and the presence of biosynthesis, transport and immunity genes in their genomic context. The software supports parameter-free, class-specific mining and has high-throughput capabilities. Besides building an expert validated bacteriocin database, we describe the development of novel Hidden Markov Models (HMMs) and the interpretation of combinations of HMMs via simple decision rules for prediction of bacteriocin (sub-)classes. Furthermore, the genetic context is automatically annotated based on (combinations of) PFAM domains and databases of known context genes. The scoring system was fine-tuned using expert knowledge on data derived from screening all bacterial genomes currently available at the NCBI. BAGEL2 is freely accessible at http://bagel2.molgenrug.nl.
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Affiliation(s)
- Anne de Jong
- Department of Molecular Genetics, University of Groningen, Groningen, The Netherlands
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