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Nuñez Santiago I, Machushynets NV, Mladic M, van Bergeijk DA, Elsayed SS, Hankemeier T, van Wezel GP. nanoRAPIDS as an analytical pipeline for the discovery of novel bioactive metabolites in complex culture extracts at the nanoscale. Commun Chem 2024; 7:71. [PMID: 38561415 PMCID: PMC10984978 DOI: 10.1038/s42004-024-01153-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2024] [Accepted: 03/15/2024] [Indexed: 04/04/2024] Open
Abstract
Microbial natural products form the basis of most of the antibiotics used in the clinic. The vast majority has not yet been discovered, among others because the hidden chemical space is obscured by previously identified (and typically abundant) antibiotics in culture extracts. Efficient dereplication is therefore key to the discovery of our future medicines. Here we present an analytical platform for the efficient identification and prioritization of low abundance bioactive compounds at nanoliter scale, called nanoRAPIDS. NanoRAPIDS encompasses analytical scale separation and nanofractionation of natural extracts, followed by the bioassay of interest, automated mass spectrometry identification, and Global Natural Products Social molecular networking (GNPS) for dereplication. As little as 10 μL crude extract is fractionated into 384 fractions. First, bioactive congeners of iturins and surfactins were identified in Bacillus, based on their bioactivity. Subsequently, bioactive molecules were identified in an extensive network of angucyclines elicited by catechol in cultures of Streptomyces sp. This allowed the discovery of a highly unusual N-acetylcysteine conjugate of saquayamycin, despite low production levels in an otherwise abundant molecular family. These data underline the utility and broad application of the technology for the prioritization of minor bioactive compounds in complex extracts.
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Affiliation(s)
- Isabel Nuñez Santiago
- Molecular Biotechnology, Institute of Biology, Leiden University, Leiden, The Netherlands
| | | | - Marija Mladic
- Molecular Biotechnology, Institute of Biology, Leiden University, Leiden, The Netherlands
- DSM-Firmenich, Delft, The Netherlands
| | - Doris A van Bergeijk
- Department of Microbiology, KU Leuven, Immunology and Transplantation (Laboratory of Molecular Bacteriology), Leuven, Belgium
- VIB, Center for Microbiology, Leuven, Belgium
| | - Somayah S Elsayed
- Molecular Biotechnology, Institute of Biology, Leiden University, Leiden, The Netherlands
| | - Thomas Hankemeier
- Leiden Academic Centre for Drug Research (LACDR), Leiden University, Leiden, The Netherlands
| | - Gilles P van Wezel
- Molecular Biotechnology, Institute of Biology, Leiden University, Leiden, The Netherlands.
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Tsugita A, Uehara S, Matsui T, Yokoyama T, Ostash I, Deneka M, Yalamanchili S, Bennett CS, Tanaka Y, Ostash B. The carbohydrate tail of landomycin A is responsible for its interaction with the repressor protein LanK. FEBS J 2022; 289:6038-6057. [DOI: 10.1111/febs.16460] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2021] [Revised: 02/18/2022] [Accepted: 04/14/2022] [Indexed: 11/26/2022]
Affiliation(s)
- Atsushi Tsugita
- Department of Molecular and Chemical Life Sciences Tohoku University Sendai Japan
| | - Shiro Uehara
- Department of Molecular and Chemical Life Sciences Tohoku University Sendai Japan
| | - Takashi Matsui
- Department of Molecular and Chemical Life Sciences Tohoku University Sendai Japan
| | - Takeshi Yokoyama
- Department of Molecular and Chemical Life Sciences Tohoku University Sendai Japan
| | - Iryna Ostash
- Department of Genetics and Biotechnology Ivan Franko National University of Lviv Ukraine
| | - Maksym Deneka
- Department of Genetics and Biotechnology Ivan Franko National University of Lviv Ukraine
| | | | | | - Yoshikazu Tanaka
- Department of Molecular and Chemical Life Sciences Tohoku University Sendai Japan
| | - Bohdan Ostash
- Department of Genetics and Biotechnology Ivan Franko National University of Lviv Ukraine
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Yushchuk O, Kharel M, Ostash I, Ostash B. Landomycin biosynthesis and its regulation in Streptomyces. Appl Microbiol Biotechnol 2019; 103:1659-1665. [PMID: 30635689 DOI: 10.1007/s00253-018-09601-1] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2018] [Revised: 12/26/2018] [Accepted: 12/27/2018] [Indexed: 12/16/2022]
Abstract
This mini-review is centered on genetic aspects of biosynthesis of landomycins (La), a family of angucycline polyketides. From the very discovery in the 1990s, La were noted for unusual structure and potent anticancer properties. La are produced by a few actinobacteria that belong to genus Streptomyces. Biochemical logic behind the production of La aglycon and glycoside halves and effects of La on mammalian cells have been thoroughly reviewed in 2009-2012. Yet, the genetic diversity of La biosynthetic gene clusters (BGCs) and regulation of their production were not properly reviewed since discovery of La. Here, we aim to fill this gap by focusing on three interrelated topics. First, organization of known La BGCs is compared. Second, up-to-date scheme of biosynthetic pathway to landomycin A (LaA), the biggest (by molar weight) member of La family, is succinctly outlined. Third, we describe genetic and nutritional factors that influence La production and export. A summary of the practical utility of the gained knowledge and future directions to study La biosynthesis conclude this mini-review.
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Affiliation(s)
- Oleksandr Yushchuk
- Department of Genetics and Biotechnology, Ivan Franko National University of Lviv, Hrushevskoho St. 4, Rm. 102, Lviv, 79005, Ukraine
| | - Madan Kharel
- Department of Pharmaceutical Sciences, University of Maryland Eastern Shore, Somerset Hall 214, Princess Anne, MD, 21853, USA
| | - Iryna Ostash
- Department of Genetics and Biotechnology, Ivan Franko National University of Lviv, Hrushevskoho St. 4, Rm. 102, Lviv, 79005, Ukraine
| | - Bohdan Ostash
- Department of Genetics and Biotechnology, Ivan Franko National University of Lviv, Hrushevskoho St. 4, Rm. 102, Lviv, 79005, Ukraine.
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Elshahawi SI, Shaaban KA, Kharel MK, Thorson JS. A comprehensive review of glycosylated bacterial natural products. Chem Soc Rev 2015; 44:7591-697. [PMID: 25735878 PMCID: PMC4560691 DOI: 10.1039/c4cs00426d] [Citation(s) in RCA: 328] [Impact Index Per Article: 32.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
A systematic analysis of all naturally-occurring glycosylated bacterial secondary metabolites reported in the scientific literature up through early 2013 is presented. This comprehensive analysis of 15 940 bacterial natural products revealed 3426 glycosides containing 344 distinct appended carbohydrates and highlights a range of unique opportunities for future biosynthetic study and glycodiversification efforts.
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Affiliation(s)
- Sherif I Elshahawi
- Department of Pharmaceutical Sciences, College of Pharmacy, University of Kentucky, Lexington, KY, USA. and Center for Pharmaceutical Research and Innovation, College of Pharmacy, University of Kentucky, Lexington, KY, USA
| | - Khaled A Shaaban
- Department of Pharmaceutical Sciences, College of Pharmacy, University of Kentucky, Lexington, KY, USA. and Center for Pharmaceutical Research and Innovation, College of Pharmacy, University of Kentucky, Lexington, KY, USA
| | - Madan K Kharel
- School of Pharmacy, University of Maryland Eastern Shore, Princess Anne, Maryland, USA
| | - Jon S Thorson
- Department of Pharmaceutical Sciences, College of Pharmacy, University of Kentucky, Lexington, KY, USA. and Center for Pharmaceutical Research and Innovation, College of Pharmacy, University of Kentucky, Lexington, KY, USA
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Yang X, Wang P, Yu B. Tackling the Challenges in the Total Synthesis of Landomycin A. CHEM REC 2013; 13:70-84. [DOI: 10.1002/tcr.201200018] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2012] [Indexed: 02/06/2023]
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Kharel MK, Pahari P, Shepherd MD, Tibrewal N, Nybo SE, Shaaban KA, Rohr J. Angucyclines: Biosynthesis, mode-of-action, new natural products, and synthesis. Nat Prod Rep 2012; 29:264-325. [PMID: 22186970 PMCID: PMC11412254 DOI: 10.1039/c1np00068c] [Citation(s) in RCA: 271] [Impact Index Per Article: 20.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Covering: 1997 to 2010. The angucycline group is the largest group of type II PKS-engineered natural products, rich in biological activities and chemical scaffolds. This stimulated synthetic creativity and biosynthetic inquisitiveness. The synthetic studies used five different strategies, involving Diels-Alder reactions, nucleophilic additions, electrophilic additions, transition-metal mediated cross-couplings and intramolecular cyclizations to generate the angucycline frames. Biosynthetic studies were particularly intriguing when unusual framework rearrangements by post-PKS tailoring oxidoreductases occurred, or when unusual glycosylation reactions were involved in decorating the benz[a]anthracene-derived cores. This review follows our previous reviews, which were published in 1992 and 1997, and covers new angucycline group antibiotics published between 1997 and 2010. However, in contrast to the previous reviews, the main focus of this article is on new synthetic approaches and biosynthetic investigations, most of which were published between 1997 and 2010, but go beyond, e.g. for some biosyntheses all the way back to the 1980s, to provide the necessary context of information.
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Affiliation(s)
- Madan K Kharel
- Department of Pharmaceutical Sciences, College of Pharmacy, University of Kentucky, 789 S. Limestone Street, Lexington, Kentucky 40536-0596, USA
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Functional analysis of environmental DNA-derived type II polyketide synthases reveals structurally diverse secondary metabolites. Proc Natl Acad Sci U S A 2011; 108:12629-34. [PMID: 21768346 DOI: 10.1073/pnas.1103921108] [Citation(s) in RCA: 107] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
A single gram of soil is predicted to contain thousands of unique bacterial species. The majority of these species remain recalcitrant to standard culture methods, prohibiting their use as sources of unique bioactive small molecules. The cloning and analysis of DNA extracted directly from environmental samples (environmental DNA, eDNA) provides a means of exploring the biosynthetic capacity of natural bacterial populations. Environmental DNA libraries contain large reservoirs of bacterial genetic diversity from which new secondary metabolite gene clusters can be systematically recovered and studied. The identification and heterologous expression of type II polyketide synthase-containing eDNA clones is reported here. Functional analysis of three soil DNA-derived polyketide synthase systems in Streptomyces albus revealed diverse metabolites belonging to well-known, rare, and previously uncharacterized structural families. The first of these systems is predicted to encode the production of the known antibiotic landomycin E. The second was found to encode the production of a metabolite with a previously uncharacterized pentacyclic ring system. The third was found to encode the production of unique KB-3346-5 derivatives, which show activity against methicillin-resistant Staphylococcus aureus and vancomycin-resistant Enterococcus faecalis. These results, together with those of other small-molecule-directed metagenomic studies, suggest that culture-independent approaches are capable of accessing biosynthetic diversity that has not yet been extensively explored using culture-based methods. The large-scale functional screening of eDNA clones should be a productive strategy for generating structurally previously uncharacterized chemical entities for use in future drug development efforts.
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Abstract
Streptomyces sp. Tü6071 is a soil-dwelling bacterium which has a highly active isoprenoid biosynthesis. Isoprenoids are important precursors for biopharmaceutical molecules such as antibiotics or anticancer agents, e.g., landomycin. Streptomyces sp. Tü6071 produces the industrially important terpene glycosides phenalinolactones, which have antibacterial activity against several Gram-positive bacteria. The availability of the genome sequence of Streptomyces sp. Tü6071 allows for understanding the biosynthesis of these pharmaceutical molecules and will facilitate rational genome modification to improve industrial use.
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Cloning of the biosynthetic gene cluster for naphthoxanthene antibiotic FD-594 from Streptomyces sp. TA-0256. J Antibiot (Tokyo) 2010; 64:123-32. [DOI: 10.1038/ja.2010.145] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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Chemoenzymatic and Bioenzymatic Synthesis of Carbohydrate Containing Natural Products. NATURAL PRODUCTS VIA ENZYMATIC REACTIONS 2010; 297:105-48. [DOI: 10.1007/128_2010_78] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
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Olano C, Méndez C, Salas JA. Post-PKS tailoring steps in natural product-producing actinomycetes from the perspective of combinatorial biosynthesis. Nat Prod Rep 2010; 27:571-616. [DOI: 10.1039/b911956f] [Citation(s) in RCA: 134] [Impact Index Per Article: 8.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
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Erb A, Weiss H, Härle J, Bechthold A. A bacterial glycosyltransferase gene toolbox: generation and applications. PHYTOCHEMISTRY 2009; 70:1812-21. [PMID: 19559449 DOI: 10.1016/j.phytochem.2009.05.019] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/18/2009] [Revised: 05/20/2009] [Accepted: 05/25/2009] [Indexed: 05/18/2023]
Abstract
The bioactivity of many natural products produced by microorganisms can be attributed to their sugar substituents. These substituents are transferred as nucleotide-activated sugars to an aglycon by glycosyltransferases. Engineering these enzymes can broaden their substrate specificity and can therefore have an impact on the bioactivity of the secondary metabolites. In this review we present the generation of a glycosyltransferase gene toolbox which contains more than 70 bacterial glycosyltransferases to date. Investigations of the function, specificity and structure of these glycosyltransferases help to understand the great potential of these enzymes for natural product biosynthesis.
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Affiliation(s)
- Annette Erb
- Albert-Ludwigs-Universität, Institut für Pharmazeutische Wissenschaften, Pharmazeutische Biologie und Biotechnologie, Freiburg, Germany
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