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Motornov V, Beier P. Synthesis of N-vinyl isothiocyanates and carbamates by the cleavage of NH-1,2,3-triazoles with one-carbon electrophiles. Org Biomol Chem 2023; 21:1143-1147. [PMID: 36647812 DOI: 10.1039/d2ob02115c] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
Abstract
Metal-free cascade reaction of NH-1,2,3-triazoles with one-carbon electrophiles, such as thiophosgene and triphosgene, led to N-vinylated ring cleavage products. Using this approach the synthesis of N-vinylisothiocyanates from NH-triazoles and thiophosgene was achieved. A variety of multifunctional compounds, such as N-vinylcarbamates, unsymmetrical vinylureas, carbamothioates, etc. was prepared by a one-pot method from NH-triazoles, triphosgene and nucleophiles.
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Affiliation(s)
- Vladimir Motornov
- Institute of Organic Chemistry and Biochemistry, Academy of Sciences of the Czech Republic, Flemingovo nám. 2, 166 10 Prague, Czech Republic.
| | - Petr Beier
- Institute of Organic Chemistry and Biochemistry, Academy of Sciences of the Czech Republic, Flemingovo nám. 2, 166 10 Prague, Czech Republic.
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2
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Dose B, Niehs SP, Scherlach K, Shahda S, Flórez LV, Kaltenpoth M, Hertweck C. Biosynthesis of Sinapigladioside, an Antifungal Isothiocyanate from Burkholderia Symbionts. Chembiochem 2021; 22:1920-1924. [PMID: 33739557 PMCID: PMC8252389 DOI: 10.1002/cbic.202100089] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2021] [Revised: 03/19/2021] [Indexed: 11/15/2022]
Abstract
Sinapigladioside is a rare isothiocyanate-bearing natural product from beetle-associated bacteria (Burkholderia gladioli) that might protect beetle offspring against entomopathogenic fungi. The biosynthetic origin of sinapigladioside has been elusive, and little is known about bacterial isothiocyanate biosynthesis in general. On the basis of stable-isotope labeling, bioinformatics, and mutagenesis, we identified the sinapigladioside biosynthesis gene cluster in the symbiont and found that an isonitrile synthase plays a key role in the biosynthetic pathway. Genome mining and network analyses indicate that related gene clusters are distributed across various bacterial phyla including producers of both nitriles and isothiocyanates. Our findings support a model for bacterial isothiocyanate biosynthesis by sulfur transfer into isonitrile precursors.
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Affiliation(s)
- Benjamin Dose
- Department of Biomolecular ChemistryLeibniz Institute for Natural Product Research and Infection Biology, HKIBeutenbergstr. 11a07745JenaGermany
| | - Sarah P. Niehs
- Department of Biomolecular ChemistryLeibniz Institute for Natural Product Research and Infection Biology, HKIBeutenbergstr. 11a07745JenaGermany
| | - Kirstin Scherlach
- Department of Biomolecular ChemistryLeibniz Institute for Natural Product Research and Infection Biology, HKIBeutenbergstr. 11a07745JenaGermany
| | - Sophie Shahda
- Department of Biomolecular ChemistryLeibniz Institute for Natural Product Research and Infection Biology, HKIBeutenbergstr. 11a07745JenaGermany
| | - Laura V. Flórez
- Department for Evolutionary EcologyInstitute of Organismic and Molecular EvolutionJohannes Gutenberg UniversityJohann-Joachim-Becher-Weg 1355128MainzGermany
| | - Martin Kaltenpoth
- Department for Evolutionary EcologyInstitute of Organismic and Molecular EvolutionJohannes Gutenberg UniversityJohann-Joachim-Becher-Weg 1355128MainzGermany
| | - Christian Hertweck
- Department of Biomolecular ChemistryLeibniz Institute for Natural Product Research and Infection Biology, HKIBeutenbergstr. 11a07745JenaGermany
- Faculty of Biological SciencesFriedrich Schiller University Jena07743JenaGermany
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3
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Kittikunapong C, Ye S, Magadán-Corpas P, Pérez-Valero Á, Villar CJ, Lombó F, Kerkhoven EJ. Reconstruction of a Genome-Scale Metabolic Model of Streptomyces albus J1074: Improved Engineering Strategies in Natural Product Synthesis. Metabolites 2021; 11:metabo11050304. [PMID: 34064751 PMCID: PMC8150979 DOI: 10.3390/metabo11050304] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2021] [Accepted: 05/06/2021] [Indexed: 12/04/2022] Open
Abstract
Streptomyces albus J1074 is recognized as an effective host for heterologous production of natural products. Its fast growth and efficient genetic toolbox due to a naturally minimized genome have contributed towards its advantage in expressing biosynthetic pathways for a diverse repertoire of products such as antibiotics and flavonoids. In order to develop precise model-driven engineering strategies for de novo production of natural products, a genome-scale metabolic model (GEM) was reconstructed for the microorganism based on protein homology to model species Streptomyces coelicolor while drawing annotated data from databases and literature for further curation. To demonstrate its capabilities, the Salb-GEM was used to predict overexpression targets for desirable compounds using flux scanning with enforced objective function (FSEOF). Salb-GEM was also utilized to investigate the effect of a minimized genome on metabolic gene essentialities in comparison to another Streptomyces species, S. coelicolor.
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Affiliation(s)
- Cheewin Kittikunapong
- Department of Biology and Biological Engineering, Chalmers University of Technology, 41296 Gothenburg, Sweden;
| | - Suhui Ye
- Department of Functional Biology, IUOPA (Instituto Universitario de Oncología del Principado de Asturias) and ISPA (Instituto de Investigación Sanitaria del Principado de Asturias), University of Oviedo, 33006 Oviedo, Spain; (S.Y.); (P.M.-C.); (Á.P.-V.); (C.J.V.); (F.L.)
| | - Patricia Magadán-Corpas
- Department of Functional Biology, IUOPA (Instituto Universitario de Oncología del Principado de Asturias) and ISPA (Instituto de Investigación Sanitaria del Principado de Asturias), University of Oviedo, 33006 Oviedo, Spain; (S.Y.); (P.M.-C.); (Á.P.-V.); (C.J.V.); (F.L.)
| | - Álvaro Pérez-Valero
- Department of Functional Biology, IUOPA (Instituto Universitario de Oncología del Principado de Asturias) and ISPA (Instituto de Investigación Sanitaria del Principado de Asturias), University of Oviedo, 33006 Oviedo, Spain; (S.Y.); (P.M.-C.); (Á.P.-V.); (C.J.V.); (F.L.)
| | - Claudio J. Villar
- Department of Functional Biology, IUOPA (Instituto Universitario de Oncología del Principado de Asturias) and ISPA (Instituto de Investigación Sanitaria del Principado de Asturias), University of Oviedo, 33006 Oviedo, Spain; (S.Y.); (P.M.-C.); (Á.P.-V.); (C.J.V.); (F.L.)
| | - Felipe Lombó
- Department of Functional Biology, IUOPA (Instituto Universitario de Oncología del Principado de Asturias) and ISPA (Instituto de Investigación Sanitaria del Principado de Asturias), University of Oviedo, 33006 Oviedo, Spain; (S.Y.); (P.M.-C.); (Á.P.-V.); (C.J.V.); (F.L.)
| | - Eduard J. Kerkhoven
- Department of Biology and Biological Engineering, Chalmers University of Technology, 41296 Gothenburg, Sweden;
- Correspondence:
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4
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Ding Y, Li X, Horsman GP, Li P, Wang M, Li J, Zhang Z, Liu W, Wu B, Tao Y, Chen Y. Construction of an Alternative NAD + De Novo Biosynthesis Pathway. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2021; 8:2004632. [PMID: 33977072 PMCID: PMC8097395 DOI: 10.1002/advs.202004632] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/01/2020] [Revised: 01/15/2021] [Indexed: 06/12/2023]
Abstract
Nicotinamide adenine dinucleotide (NAD+) is a life essential molecule involved in versatile biological processes. To date, only two de novo biosynthetic routes to NAD+ are described, both of which start from a proteinogenic amino acid and are tightly controlled. Here, a de novo quinolinic acid pathway starting from chorismate, which provides an alternative route (named as the C3N pathway) to NAD+ biosynthesis, is established. Significantly, the C3N pathway yields extremely high cellular concentrations of NAD(H) in E. coli. Its utility in cofactor engineering is demonstrated by introducing the four-gene C3N module to cell factories to achieve higher production of 2,5-dimethylpyrazine and develop an efficient C3N-based whole-cell bioconversion system for preparing chiral amines. The wide distribution and abundance of chorismate in most kingdoms of life implies a general utility of the C3N pathway for modulating cellular levels of NAD(H) in versatile organisms.
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Affiliation(s)
- Yong Ding
- State Key Laboratory of Microbial Resources and CAS Key Laboratory of Microbial Physiological and Metabolic EngineeringInstitute of MicrobiologyChinese Academy of SciencesBeijing100101P. R. China
- University of Chinese Academy of SciencesBeijing100049China
| | - Xinli Li
- State Key Laboratory of Microbial Resources and CAS Key Laboratory of Microbial Physiological and Metabolic EngineeringInstitute of MicrobiologyChinese Academy of SciencesBeijing100101P. R. China
- University of Chinese Academy of SciencesBeijing100049China
| | - Geoff P. Horsman
- Department of Chemistry and BiochemistryWilfrid Laurier UniversityWaterlooONN2L3C5Canada
| | - Pengwei Li
- State Key Laboratory of Microbial Resources and CAS Key Laboratory of Microbial Physiological and Metabolic EngineeringInstitute of MicrobiologyChinese Academy of SciencesBeijing100101P. R. China
| | - Min Wang
- State Key Laboratory of Microbial Resources and CAS Key Laboratory of Microbial Physiological and Metabolic EngineeringInstitute of MicrobiologyChinese Academy of SciencesBeijing100101P. R. China
- University of Chinese Academy of SciencesBeijing100049China
| | - Jine Li
- State Key Laboratory of Microbial Resources and CAS Key Laboratory of Microbial Physiological and Metabolic EngineeringInstitute of MicrobiologyChinese Academy of SciencesBeijing100101P. R. China
| | - Zhilong Zhang
- State Key Laboratory of Microbial Resources and CAS Key Laboratory of Microbial Physiological and Metabolic EngineeringInstitute of MicrobiologyChinese Academy of SciencesBeijing100101P. R. China
- University of Chinese Academy of SciencesBeijing100049China
| | - Weifeng Liu
- State Key Laboratory of Microbial Resources and CAS Key Laboratory of Microbial Physiological and Metabolic EngineeringInstitute of MicrobiologyChinese Academy of SciencesBeijing100101P. R. China
| | - Bian Wu
- State Key Laboratory of Microbial Resources and CAS Key Laboratory of Microbial Physiological and Metabolic EngineeringInstitute of MicrobiologyChinese Academy of SciencesBeijing100101P. R. China
- University of Chinese Academy of SciencesBeijing100049China
| | - Yong Tao
- State Key Laboratory of Microbial Resources and CAS Key Laboratory of Microbial Physiological and Metabolic EngineeringInstitute of MicrobiologyChinese Academy of SciencesBeijing100101P. R. China
- University of Chinese Academy of SciencesBeijing100049China
| | - Yihua Chen
- State Key Laboratory of Microbial Resources and CAS Key Laboratory of Microbial Physiological and Metabolic EngineeringInstitute of MicrobiologyChinese Academy of SciencesBeijing100101P. R. China
- University of Chinese Academy of SciencesBeijing100049China
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5
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Mini review: Genome mining approaches for the identification of secondary metabolite biosynthetic gene clusters in Streptomyces. Comput Struct Biotechnol J 2020; 18:1548-1556. [PMID: 32637051 PMCID: PMC7327026 DOI: 10.1016/j.csbj.2020.06.024] [Citation(s) in RCA: 81] [Impact Index Per Article: 20.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2020] [Revised: 06/12/2020] [Accepted: 06/14/2020] [Indexed: 01/04/2023] Open
Abstract
Streptomyces are a large and valuable resource of bioactive and complex secondary metabolites, many of which have important clinical applications. With the advances in high throughput genome sequencing methods, various in silico genome mining strategies have been developed and applied to the mapping of the Streptomyces genome. These studies have revealed that Streptomyces possess an even more significant number of uncharacterized silent secondary metabolite biosynthetic gene clusters (smBGCs) than previously estimated. Linking smBGCs to their encoded products has played a critical role in the discovery of novel secondary metabolites, as well as, knowledge-based engineering of smBGCs to produce altered products. In this mini review, we discuss recent progress in Streptomyces genome sequencing and the application of genome mining approaches to identify and characterize smBGCs. Furthermore, we discuss several challenges that need to be overcome to accelerate the genome mining process and ultimately support the discovery of novel bioactive compounds.
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6
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Activation of paulomycin production by exogenous γ-butyrolactone signaling molecules in Streptomyces albidoflavus J1074. Appl Microbiol Biotechnol 2020; 104:1695-1705. [PMID: 31900559 DOI: 10.1007/s00253-019-10329-9] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2019] [Revised: 12/11/2019] [Accepted: 12/18/2019] [Indexed: 12/13/2022]
Abstract
The interspecies communication roles of γ-butyrolactones (GBLs) have been described for a long time but are still poorly understood. Herein, we analyzed more than 1000 Streptomyces strains and noticed a big quantitative gap between the strains with GBL biosynthetic genes and the strains with GBL receptor genes, which implies the wide-spread of GBLs as interspecies signals in Streptomyces and their great potential in the activation of silent natural product gene clusters. Streptomyces albidoflavus J1074, which has one GBL receptor gene but no GBL biosynthetic gene, was chosen as a target to study the possible interspecies communication roles of GBLs. At first, the GBL biosynthetic genes from Streptomyces coelicolor M145 were expressed in S. albidoflavus J1074, which enabled the S. albidoflavus strains to synthesize Streptomyces coelicolor butanolides (SCBs) and activated the production of paulomycins. Further studies showed that this activation process requires the participation of the GBL receptor gene XNR_4681. The results suggest that the expression of exogenous GBL biosynthetic genes can modulate the metabolisms of GBL non-producing strains, and this regulation role might be meaningful for silent gene cluster activation in Streptomyces. At final, we synthesized racemic-SCB2 and tried to simplify the activation process by adding SCB2 directly to S. albidoflavus J1074, which unfortunately failed to induce paulomycin production.
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7
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Almeida EL, Kaur N, Jennings LK, Carrillo Rincón AF, Jackson SA, Thomas OP, Dobson ADW. Genome Mining Coupled with OSMAC-Based Cultivation Reveal Differential Production of Surugamide A by the Marine Sponge Isolate Streptomyces sp. SM17 When Compared to Its Terrestrial Relative S. albidoflavus J1074. Microorganisms 2019; 7:microorganisms7100394. [PMID: 31561472 PMCID: PMC6843307 DOI: 10.3390/microorganisms7100394] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2019] [Revised: 08/21/2019] [Accepted: 09/24/2019] [Indexed: 12/13/2022] Open
Abstract
Much recent interest has arisen in investigating Streptomyces isolates derived from the marine environment in the search for new bioactive compounds, particularly those found in association with marine invertebrates, such as sponges. Among these new compounds recently identified from marine Streptomyces isolates are the octapeptidic surugamides, which have been shown to possess anticancer and antifungal activities. By employing genome mining followed by an one strain many compounds (OSMAC)-based approach, we have identified the previously unreported capability of a marine sponge-derived isolate, namely Streptomyces sp. SM17, to produce surugamide A. Phylogenomics analyses provided novel insights on the distribution and conservation of the surugamides biosynthetic gene cluster (sur BGC) and suggested a closer relatedness between marine-derived sur BGCs than their terrestrially derived counterparts. Subsequent analysis showed differential production of surugamide A when comparing the closely related marine and terrestrial isolates, namely Streptomyces sp. SM17 and Streptomyces albidoflavus J1074. SM17 produced higher levels of surugamide A than S. albidoflavus J1074 under all conditions tested, and in particular producing >13-fold higher levels when grown in YD and 3-fold higher levels in SYP-NaCl medium. In addition, surugamide A production was repressed in TSB and YD medium, suggesting that carbon catabolite repression (CCR) may influence the production of surugamides in these strains.
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Affiliation(s)
- Eduardo L Almeida
- School of Microbiology, University College Cork, T12 YN60 Cork, Ireland.
| | - Navdeep Kaur
- Marine Biodiscovery, School of Chemistry and Ryan Institute, National University of Ireland Galway (NUI Galway), University Road, H91 TK33 Galway, Ireland.
| | - Laurence K Jennings
- Marine Biodiscovery, School of Chemistry and Ryan Institute, National University of Ireland Galway (NUI Galway), University Road, H91 TK33 Galway, Ireland.
| | | | - Stephen A Jackson
- School of Microbiology, University College Cork, T12 YN60 Cork, Ireland.
- Environmental Research Institute, University College Cork, T23 XE10 Cork, Ireland.
| | - Olivier P Thomas
- Marine Biodiscovery, School of Chemistry and Ryan Institute, National University of Ireland Galway (NUI Galway), University Road, H91 TK33 Galway, Ireland.
| | - Alan D W Dobson
- School of Microbiology, University College Cork, T12 YN60 Cork, Ireland.
- Environmental Research Institute, University College Cork, T23 XE10 Cork, Ireland.
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8
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Chen YW, Liu XC, Lv FX, Li P. Characterization of three regulatory genes involved in enduracidin biosynthesis and improvement of enduracidin production in Streptomyces fungicidicus. J Appl Microbiol 2019; 127:1698-1705. [PMID: 31424146 DOI: 10.1111/jam.14417] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2019] [Revised: 07/27/2019] [Accepted: 07/30/2019] [Indexed: 12/25/2022]
Abstract
AIMS To increase enduracidin production in Streptomyces fungicidicus ATCC 31731 by overexpressing positive regulators in enduracidin biosynthesis. METHODS AND RESULTS Genes orf22 and orf42 were knocked out by in-frame deletion based on CRISPR/Cas9 strategy, while the orf41 gene was inactivated by replacing it with the apramycin resistance gene cassette aac(3)IV using a fast screening blue/white system. The integrative plasmid pSET152ermE was used for the overexpression of orf22, orf41 and orf42 individually. The constructed plasmids were transformed into wild-type strain Streptomyces fungicidicus ATCC 31731. Three gene inactivation mutants Δorf22, Δorf41 and Δorf42 and three recombinant strains overexpressing orf22, orf41 and orf42 were all fermented and the enduracidin production of each strain was detected and compared by HPLC analysis. Two resulting engineered strains were generated through overexpression of gene orf22 and orf42 in Streptomyces fungicidicus, respectively, and in these strains the enduracidins titres were increased by approximately 4·0-fold and 2·3-fold higher than that of the wild-type strain. CONCLUSIONS The functions of three regulatory genes orf22, orf41 and orf42 in the enduracidin gene cluster in Streptomyces fungicidicus ATCC 31731 were examined. The orf22 gene, encoding a SARP family protein, was proposed to act in a positive manner. The proteins encoded by genes orf41 and orf42 were proposed to compose a two-component regulation system, in which the response protein Orf41 was characterized as a repressor, and the kinase Orf42 was shown to be an activator. The production of enduracidins was improved considerably by overexpression of the two positive regulatory genes orf22 and orf42 respectively. SIGNIFICANCE AND IMPACT OF THE STUDY The production of enduracidins was successfully improved by manipulating the regulatory genes involving in enduracidin biosynthesis, providing an efficient approach to improve enduracidin production further for fermentation industry and synthetic biological research.
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Affiliation(s)
- Y-W Chen
- State Key Laboratory of Microbial Resources, Institute of Microbiology, Chinese Academy of Sciences, Beijing, China.,Hebei Shuangge Food Co. Ltd, Shijiazhuang, China
| | - X-C Liu
- State Key Laboratory of Microbial Resources, Institute of Microbiology, Chinese Academy of Sciences, Beijing, China.,College of Food Science and Technology, Nanjing Agricultural University, Nanjing, China
| | - F-X Lv
- College of Food Science and Technology, Nanjing Agricultural University, Nanjing, China
| | - P Li
- State Key Laboratory of Microbial Resources, Institute of Microbiology, Chinese Academy of Sciences, Beijing, China.,University of Chinese Academy of Sciences, Beijing, China
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Pan HX, Chen Z, Zeng T, Jin WB, Geng Y, Lin GM, Zhao J, Li WT, Xiong Z, Huang SX, Zhai X, Liu HW, Tang GL. Elucidation of the Herbicidin Tailoring Pathway Offers Insights into Its Structural Diversity. Org Lett 2019; 21:1374-1378. [PMID: 30763106 DOI: 10.1021/acs.orglett.9b00066] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
The biosynthetic gene clusters for herbicidins ( hbc) and aureonuclemycin ( anm) were identified in Streptomyces sp. KIB-027 and Streptomyces aureus, respectively. The roles of genes possibly involved in post-core-assembly steps in herbicidin biosynthesis in these clusters and a related her cluster were studied. Through systematic gene deletions, structural elucidation of the accumulated intermediates in the mutants, and in vitro verification of the encoded enzymes, the peripheral modification pathway for herbicidin biosynthesis is now fully established.
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Affiliation(s)
- Hai-Xue Pan
- State Key Laboratory of Bio-organic and Natural Products Chemistry, Center for Excellence in Molecular Synthesis, Shanghai Institute of Organic Chemistry , University of Chinese Academy of Sciences (CAS), CAS, Shanghai 200032 , China
| | | | - Tianfang Zeng
- Key Laboratory of Structure-Based Drug Design & Discovery, Ministry of Education , Shenyang Pharmaceutical University , Shenyang 110016 , China
| | - Wen-Bing Jin
- State Key Laboratory of Bio-organic and Natural Products Chemistry, Center for Excellence in Molecular Synthesis, Shanghai Institute of Organic Chemistry , University of Chinese Academy of Sciences (CAS), CAS, Shanghai 200032 , China
| | | | | | - Juan Zhao
- State Key Laboratory of Bio-organic and Natural Products Chemistry, Center for Excellence in Molecular Synthesis, Shanghai Institute of Organic Chemistry , University of Chinese Academy of Sciences (CAS), CAS, Shanghai 200032 , China
| | - Wei-Tao Li
- State Key Laboratory of Bio-organic and Natural Products Chemistry, Center for Excellence in Molecular Synthesis, Shanghai Institute of Organic Chemistry , University of Chinese Academy of Sciences (CAS), CAS, Shanghai 200032 , China
| | - Zijun Xiong
- State Key Laboratory of Phytochemistry and Plant Resources in West China, Center for Excellence in Molecular Plant Sciences , Kunming Institute of Botany , CAS, Kunming 650201 , China
| | - Sheng-Xiong Huang
- State Key Laboratory of Phytochemistry and Plant Resources in West China, Center for Excellence in Molecular Plant Sciences , Kunming Institute of Botany , CAS, Kunming 650201 , China
| | - Xin Zhai
- Key Laboratory of Structure-Based Drug Design & Discovery, Ministry of Education , Shenyang Pharmaceutical University , Shenyang 110016 , China
| | | | - Gong-Li Tang
- State Key Laboratory of Bio-organic and Natural Products Chemistry, Center for Excellence in Molecular Synthesis, Shanghai Institute of Organic Chemistry , University of Chinese Academy of Sciences (CAS), CAS, Shanghai 200032 , China
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10
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Alberti F, Leng DJ, Wilkening I, Song L, Tosin M, Corre C. Triggering the expression of a silent gene cluster from genetically intractable bacteria results in scleric acid discovery. Chem Sci 2018; 10:453-463. [PMID: 30746093 PMCID: PMC6335953 DOI: 10.1039/c8sc03814g] [Citation(s) in RCA: 34] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2018] [Accepted: 10/11/2018] [Indexed: 11/21/2022] Open
Abstract
The characterisation of scleric acid, a new natural product from a silent and cryptic gene cluster from genetically intractable bacteria, and its biosynthesis are reported.
In this study, we report the rapid characterisation of a novel microbial natural product resulting from the rational derepression of a silent gene cluster. A conserved set of five regulatory genes was used as a query to search genomic databases and identify atypical biosynthetic gene clusters (BGCs). A 20-kb BGC from the genetically intractable Streptomyces sclerotialus bacterial strain was captured using yeast-based homologous recombination and introduced into validated heterologous hosts. CRISPR/Cas9-mediated genome editing was then employed to rationally inactivate the key transcriptional repressor and trigger production of an unprecedented class of hybrid natural products exemplified by (2-(benzoyloxy)acetyl)-l-proline, named scleric acid. Subsequent rounds of CRISPR/Cas9-mediated gene deletions afforded a selection of biosynthetic gene mutant strains which led to a plausible biosynthetic pathway for scleric acid assembly. Synthetic standards of scleric acid and a key biosynthetic intermediate were also prepared to confirm the chemical structures we proposed. The assembly of scleric acid involves two unique condensation reactions catalysed by a single NRPS module and an ATP-grasp enzyme that link a proline and a benzoyl residue to each end of a rare hydroxyethyl-ACP intermediate, respectively. Scleric acid was shown to exhibit moderate inhibition activity against Mycobacterium tuberculosis, as well as inhibition of the cancer-associated metabolic enzyme nicotinamide N-methyltransferase (NNMT).
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Affiliation(s)
- Fabrizio Alberti
- Warwick Integrative Synthetic Biology Centre and School of Life Sciences , University of Warwick , Coventry , CV4 7AL , UK . ; .,Department of Chemistry , University of Warwick , Coventry , CV4 7AL , UK
| | - Daniel J Leng
- Department of Chemistry , University of Warwick , Coventry , CV4 7AL , UK
| | - Ina Wilkening
- Department of Chemistry , University of Warwick , Coventry , CV4 7AL , UK
| | - Lijiang Song
- Department of Chemistry , University of Warwick , Coventry , CV4 7AL , UK
| | - Manuela Tosin
- Department of Chemistry , University of Warwick , Coventry , CV4 7AL , UK
| | - Christophe Corre
- Warwick Integrative Synthetic Biology Centre and School of Life Sciences , University of Warwick , Coventry , CV4 7AL , UK . ; .,Department of Chemistry , University of Warwick , Coventry , CV4 7AL , UK
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11
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Functional Profiling and Crystal Structures of Isothiocyanate Hydrolases Found in Gut-Associated and Plant-Pathogenic Bacteria. Appl Environ Microbiol 2018; 84:AEM.00478-18. [PMID: 29752272 DOI: 10.1128/aem.00478-18] [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: 02/26/2018] [Accepted: 05/05/2018] [Indexed: 02/06/2023] Open
Abstract
Isothiocyanates (ITCs) are produced by cruciferous plants to protect them against herbivores and infection by microbes. These compounds are of particular interest due to their antimicrobial and anticarcinogenic properties. The breakdown of ITCs in nature is catalyzed by isothiocyanate hydrolases (ITCases), a novel family within the metallo-β-lactamase (MBL)-fold superfamily of proteins. saxA genes that code for ITCases are particularly widespread in insect- and plant-associated bacteria. Enzymatic characterization of seven phylogenetically related but distinct ITCases revealed similar activities on six selected ITCs, suggesting that phylogenetic diversity does not determine the substrate specificity of ITCases. X-ray crystallography studies of two ITCases sharing 42% amino acid sequence identity revealed a highly conserved tertiary structure. Notable features of ITCases include a hydrophobic active site with two Zn2+ ions coordinating water/hydroxide and a flexible cap that is implicated in substrate recognition and covers the active site. This report reveals the function and structure of the previously uncharacterized family of isothiocyanate hydrolases within the otherwise relatively well-studied superfamily of metallo-β-lactamases.IMPORTANCE This study explores a newly discovered protein in the β-lactamase superfamily, namely, SaxA, or isothiocyanate hydrolase. Isothiocyanates are defensive compounds found in many cabbage-related crop plants and are currently being investigated for their antimicrobial and anticarcinogenic properties. We show that isothiocyanate hydrolases are responsible for the breakdown of several of these plant defensive chemicals in vitro and suggest their potential for mitigating the beneficial effects of isothiocyanates in crop protection and cancer prevention.
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12
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Pavlikova M, Kamenik Z, Janata J, Kadlcik S, Kuzma M, Najmanova L. Novel pathway of 3-hydroxyanthranilic acid formation in limazepine biosynthesis reveals evolutionary relation between phenazines and pyrrolobenzodiazepines. Sci Rep 2018; 8:7810. [PMID: 29773836 PMCID: PMC5958127 DOI: 10.1038/s41598-018-26179-w] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2017] [Accepted: 05/04/2018] [Indexed: 02/06/2023] Open
Abstract
Natural pyrrolobenzodiazepines (PBDs) form a large and structurally diverse group of antitumour microbial metabolites produced through complex pathways, which are encoded within biosynthetic gene clusters. We sequenced the gene cluster of limazepines and proposed their biosynthetic pathway based on comparison with five available gene clusters for the biosynthesis of other PBDs. Furthermore, we tested two recombinant proteins from limazepine biosynthesis, Lim5 and Lim6, with the expected substrates in vitro. The reactions monitored by LC-MS revealed that limazepine biosynthesis involves a new way of 3-hydroxyanthranilic acid formation, which we refer to as the chorismate/DHHA pathway and which represents an alternative to the kynurenine pathway employed for the formation of the same precursor in the biosynthesis of other PBDs. The chorismate/DHHA pathway is presumably also involved in the biosynthesis of PBD tilivalline, several natural products unrelated to PBDs, and its part is shared also with phenazine biosynthesis. The similarities between limazepine and phenazine biosynthesis indicate tight evolutionary links between these groups of compounds.
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Affiliation(s)
- Magdalena Pavlikova
- Institute of Microbiology of the Czech Academy of Sciences, 142 20, Prague 4, Czech Republic
| | - Zdenek Kamenik
- Institute of Microbiology of the Czech Academy of Sciences, 142 20, Prague 4, Czech Republic
| | - Jiri Janata
- Institute of Microbiology of the Czech Academy of Sciences, 142 20, Prague 4, Czech Republic
| | - Stanislav Kadlcik
- Institute of Microbiology of the Czech Academy of Sciences, 142 20, Prague 4, Czech Republic
| | - Marek Kuzma
- Institute of Microbiology of the Czech Academy of Sciences, 142 20, Prague 4, Czech Republic
| | - Lucie Najmanova
- Institute of Microbiology of the Czech Academy of Sciences, 142 20, Prague 4, Czech Republic.
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13
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Janata J, Kamenik Z, Gazak R, Kadlcik S, Najmanova L. Biosynthesis and incorporation of an alkylproline-derivative (APD) precursor into complex natural products. Nat Prod Rep 2018. [DOI: 10.1039/c7np00047b] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
This review covers the biosynthetic and evolutionary aspects of lincosamide antibiotics, antitumour pyrrolobenzodiazepines (PBDs) and the quorum-sensing molecule hormaomycin.
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Affiliation(s)
- J. Janata
- Institute of Microbiology
- Czech Academy of Sciences
- BIOCEV
- Vestec
- Czech Republic
| | - Z. Kamenik
- Institute of Microbiology
- Czech Academy of Sciences
- BIOCEV
- Vestec
- Czech Republic
| | - R. Gazak
- Institute of Microbiology
- Czech Academy of Sciences
- BIOCEV
- Vestec
- Czech Republic
| | - S. Kadlcik
- Institute of Microbiology
- Czech Academy of Sciences
- BIOCEV
- Vestec
- Czech Republic
| | - L. Najmanova
- Institute of Microbiology
- Czech Academy of Sciences
- BIOCEV
- Vestec
- Czech Republic
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14
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Paulomycin G, a New Natural Product with Cytotoxic Activity against Tumor Cell Lines Produced by Deep-Sea Sediment Derived Micromonospora matsumotoense M-412 from the Avilés Canyon in the Cantabrian Sea. Mar Drugs 2017; 15:md15090271. [PMID: 28846627 PMCID: PMC5618410 DOI: 10.3390/md15090271] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2017] [Revised: 08/22/2017] [Accepted: 08/23/2017] [Indexed: 11/17/2022] Open
Abstract
The present article describes a structurally novel natural product of the paulomycin family, designated as paulomycin G (1), obtained from the marine strain Micromonospora matsumotoense M-412, isolated from Cantabrian Sea sediments collected at 2000 m depth during an oceanographic expedition to the submarine Avilés Canyon. Paulomycin G is structurally unique since-to our knowledge-it is the first member of the paulomycin family of antibiotics lacking the paulomycose moiety. It is also the smallest bioactive paulomycin reported. Its structure was determined using HRMS and 1D and 2D NMR spectroscopy. This novel natural product displays strong cytotoxic activities against different human tumour cell lines, such as pancreatic adenocarcinoma (MiaPaca_2), breast adenocarcinoma (MCF-7), and hepatocellular carcinoma (HepG2). The compound did not show any significant bioactivity when tested against a panel of bacterial and fungal pathogens.
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15
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Paulomycin G, a New Natural Product with Cytotoxic Activity against Tumor Cell Lines Produced by Deep-Sea Sediment Derived Micromonospora matsumotoense M-412 from the Avilés Canyon in the Cantabrian Sea. Mar Drugs 2017. [DOI: 10.3390/md15090271 pmid: 288466] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
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16
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Flórez LV, Scherlach K, Gaube P, Ross C, Sitte E, Hermes C, Rodrigues A, Hertweck C, Kaltenpoth M. Antibiotic-producing symbionts dynamically transition between plant pathogenicity and insect-defensive mutualism. Nat Commun 2017; 8:15172. [PMID: 28452358 PMCID: PMC5414355 DOI: 10.1038/ncomms15172] [Citation(s) in RCA: 113] [Impact Index Per Article: 16.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2016] [Accepted: 03/06/2017] [Indexed: 11/17/2022] Open
Abstract
Pathogenic and mutualistic bacteria associated with eukaryotic hosts often lack distinctive genomic features, suggesting regular transitions between these lifestyles. Here we present evidence supporting a dynamic transition from plant pathogenicity to insect-defensive mutualism in symbiotic Burkholderia gladioli bacteria. In a group of herbivorous beetles, these symbionts protect the vulnerable egg stage against detrimental microbes. The production of a blend of antibiotics by B. gladioli, including toxoflavin, caryoynencin and two new antimicrobial compounds, the macrolide lagriene and the isothiocyanate sinapigladioside, likely mediate this defensive role. In addition to vertical transmission, these insect symbionts can be exchanged via the host plant and retain the ability to initiate systemic plant infection at the expense of the plant's fitness. Our findings provide a paradigm for the transition between pathogenic and mutualistic lifestyles and shed light on the evolution and chemical ecology of this defensive mutualism.
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Affiliation(s)
- Laura V. Flórez
- Insect Symbiosis Research Group, Max Planck Institute for Chemical Ecology, Hans-Knöll-Straβe 8, 07745 Jena, Germany
- Department for Evolutionary Ecology, Institute of Organismic and Molecular Evolution, Johannes Gutenberg University, Johann-Joachim-Becher-Weg 13, 55128 Mainz, Germany
| | - Kirstin Scherlach
- Department of Biomolecular Chemistry, Leibniz Institute for Natural Products Research and Infection Biology, HKI, Beutenbergstraβe 11a, 07745 Jena, Germany
| | - Paul Gaube
- Insect Symbiosis Research Group, Max Planck Institute for Chemical Ecology, Hans-Knöll-Straβe 8, 07745 Jena, Germany
| | - Claudia Ross
- Department of Biomolecular Chemistry, Leibniz Institute for Natural Products Research and Infection Biology, HKI, Beutenbergstraβe 11a, 07745 Jena, Germany
| | - Elisabeth Sitte
- Department of Biomolecular Chemistry, Leibniz Institute for Natural Products Research and Infection Biology, HKI, Beutenbergstraβe 11a, 07745 Jena, Germany
| | - Cornelia Hermes
- Department of Biomolecular Chemistry, Leibniz Institute for Natural Products Research and Infection Biology, HKI, Beutenbergstraβe 11a, 07745 Jena, Germany
| | - Andre Rodrigues
- Department of Biochemistry and Microbiology, UNESP-São Paulo State University, Av. 24A, n. 1515-Bela Vista, Rio Claro, São Paulo 13506-900, Brazil
| | - Christian Hertweck
- Department of Biomolecular Chemistry, Leibniz Institute for Natural Products Research and Infection Biology, HKI, Beutenbergstraβe 11a, 07745 Jena, Germany
- Chair for Natural Product Chemistry, Friedrich Schiller University, 07743 Jena, Germany
| | - Martin Kaltenpoth
- Insect Symbiosis Research Group, Max Planck Institute for Chemical Ecology, Hans-Knöll-Straβe 8, 07745 Jena, Germany
- Department for Evolutionary Ecology, Institute of Organismic and Molecular Evolution, Johannes Gutenberg University, Johann-Joachim-Becher-Weg 13, 55128 Mainz, Germany
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17
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Dunbar KL, Scharf DH, Litomska A, Hertweck C. Enzymatic Carbon-Sulfur Bond Formation in Natural Product Biosynthesis. Chem Rev 2017; 117:5521-5577. [PMID: 28418240 DOI: 10.1021/acs.chemrev.6b00697] [Citation(s) in RCA: 337] [Impact Index Per Article: 48.1] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Sulfur plays a critical role for the development and maintenance of life on earth, which is reflected by the wealth of primary metabolites, macromolecules, and cofactors bearing this element. Whereas a large body of knowledge has existed for sulfur trafficking in primary metabolism, the secondary metabolism involving sulfur has long been neglected. Yet, diverse sulfur functionalities have a major impact on the biological activities of natural products. Recent research at the genetic, biochemical, and chemical levels has unearthed a broad range of enzymes, sulfur shuttles, and chemical mechanisms for generating carbon-sulfur bonds. This Review will give the first systematic overview on enzymes catalyzing the formation of organosulfur natural products.
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Affiliation(s)
- Kyle L Dunbar
- Department of Biomolecular Chemistry, Leibniz Institute for Natural Product Research and Infection Biology (HKI) , Beutenbergstrasse 11a, 07745 Jena, Germany
| | - Daniel H Scharf
- Life Sciences Institute, University of Michigan , 210 Washtenaw Avenue, Ann Arbor, Michigan 48109-2216, United States
| | - Agnieszka Litomska
- Department of Biomolecular Chemistry, Leibniz Institute for Natural Product Research and Infection Biology (HKI) , Beutenbergstrasse 11a, 07745 Jena, Germany
| | - Christian Hertweck
- Department of Biomolecular Chemistry, Leibniz Institute for Natural Product Research and Infection Biology (HKI) , Beutenbergstrasse 11a, 07745 Jena, Germany.,Friedrich Schiller University , 07743 Jena, Germany
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18
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González A, Rodríguez M, Braña AF, Méndez C, Salas JA, Olano C. New insights into paulomycin biosynthesis pathway in Streptomyces albus J1074 and generation of novel derivatives by combinatorial biosynthesis. Microb Cell Fact 2016; 15:56. [PMID: 27001601 PMCID: PMC4802897 DOI: 10.1186/s12934-016-0452-4] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2016] [Accepted: 03/09/2016] [Indexed: 12/16/2022] Open
Abstract
Background Streptomyces albus J1074 produces glycosylated antibiotics paulomycin A, B and E that derive from chorismate and contain an isothiocyanate residue in form of paulic acid. Paulomycins biosynthesis pathway involves two glycosyltransferases, three acyltransferases, enzymes required for paulic acid biosynthesis (in particular an aminotransferase and a sulfotransferase), and enzymes involved in the biosynthesis of two deoxysugar moieties: D-allose and L-paulomycose. Results Inactivation of genes encoding enzymes involved in deoxysugar biosynthesis, paulic acid biosynthesis, deoxysugar transfer, and acyl moieties transfer has allowed the identification of several biosynthetic intermediates and shunt products, derived from paulomycin intermediates, and to propose a refined version of the paulomycin biosynthesis pathway. Furthermore, several novel bioactive derivatives of paulomycins carrying modifications in the L-paulomycose moiety have been generated by combinatorial biosynthesis using different plasmids that direct the biosynthesis of alternative deoxyhexoses. Conclusions The paulomycins biosynthesis pathway has been defined by inactivation of genes encoding glycosyltransferases, acyltransferases and enzymes involved in paulic acid and L-paulomycose biosynthesis. These experiments have allowed the assignment of each of these genes to specific paulomycin biosynthesis steps based on characterization of products accumulated by the corresponding mutant strains. In addition, novel derivatives of paulomycin A and B containing L-paulomycose modified moieties were generated by combinatorial biosynthesis. The production of such derivatives shows that L-paulomycosyl glycosyltransferase Plm12 possesses a certain degree of flexibility for the transfer of different deoxysugars. In addition, the pyruvate dehydrogenase system form by Plm8 and Plm9 is also flexible to catalyze the attachment of a two-carbon side chain, derived from pyruvate, into both 2,6-dideoxyhexoses and 2,3,6-trideoxyhexoses. The activity of the novel paulomycin derivatives carrying modifications in the L-paulomycose moiety is lower than the original compounds pointing to some interesting structure–activity relationships. Electronic supplementary material The online version of this article (doi:10.1186/s12934-016-0452-4) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Aránzazu González
- Departamento de Biología Funcional e Instituto Universitario de Oncología del Principado de Asturias (I.U.O.P.A), Universidad de Oviedo, C/Julian Claveria s/n, 33006, Oviedo (Asturias), Spain
| | - Miriam Rodríguez
- Departamento de Biología Funcional e Instituto Universitario de Oncología del Principado de Asturias (I.U.O.P.A), Universidad de Oviedo, C/Julian Claveria s/n, 33006, Oviedo (Asturias), Spain
| | - Alfredo F Braña
- Departamento de Biología Funcional e Instituto Universitario de Oncología del Principado de Asturias (I.U.O.P.A), Universidad de Oviedo, C/Julian Claveria s/n, 33006, Oviedo (Asturias), Spain
| | - Carmen Méndez
- Departamento de Biología Funcional e Instituto Universitario de Oncología del Principado de Asturias (I.U.O.P.A), Universidad de Oviedo, C/Julian Claveria s/n, 33006, Oviedo (Asturias), Spain
| | - José A Salas
- Departamento de Biología Funcional e Instituto Universitario de Oncología del Principado de Asturias (I.U.O.P.A), Universidad de Oviedo, C/Julian Claveria s/n, 33006, Oviedo (Asturias), Spain
| | - Carlos Olano
- Departamento de Biología Funcional e Instituto Universitario de Oncología del Principado de Asturias (I.U.O.P.A), Universidad de Oviedo, C/Julian Claveria s/n, 33006, Oviedo (Asturias), Spain.
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19
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Involvement of an octose ketoreductase and two acyltransferases in the biosynthesis of paulomycins. Sci Rep 2016; 6:21180. [PMID: 26877148 PMCID: PMC4753412 DOI: 10.1038/srep21180] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2015] [Accepted: 01/19/2016] [Indexed: 11/25/2022] Open
Abstract
C-4 hydroxyethyl branched octoses have been observed in polysaccharides of several genera of gram negative bacteria and in various antibiotics produced by gram positive bacteria. The C-4 hydroxyethyl branch was proposed to be converted from C-4 acetyl branch by an uncharacterized ketoreduction step. Paulomycins (PAUs) are glycosylated antibiotics with potent inhibitory activity against gram positive bacteria and are structurally defined by its unique C-4′ hydroxyethyl branched paulomycose moiety. A novel aldo-keto-reductase, Pau7 was characterized as the enzyme catalyzing the stereospecific ketoreduction of 7′-keto of PAU E (1) to give the C-4′ hydroxyethyl branched paulomycose moiety of PAU F (2). An acyltransferase Pau6 further decorates the C-4′ hydroxyethyl branch of paulomycose moiety of 2 by attaching various fatty acyl chains to 7′-OH to generate diverse PAUs. In addition, another acyltransferase Pau24 was proposed to be responsible for the 13-O-acetylation of PAUs.
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20
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An efficient blue-white screening based gene inactivation system for Streptomyces. Appl Microbiol Biotechnol 2015; 99:1923-33. [DOI: 10.1007/s00253-014-6369-0] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2014] [Revised: 12/22/2014] [Accepted: 12/26/2014] [Indexed: 01/27/2023]
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21
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Liang DM, Liu JH, Wu H, Wang BB, Zhu HJ, Qiao JJ. Glycosyltransferases: mechanisms and applications in natural product development. Chem Soc Rev 2015; 44:8350-74. [DOI: 10.1039/c5cs00600g] [Citation(s) in RCA: 136] [Impact Index Per Article: 15.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
Glycosylation reactions mainly catalyzed by glycosyltransferases (Gts) occur almost everywhere in the biosphere, and always play crucial roles in vital processes.
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Affiliation(s)
- Dong-Mei Liang
- Department of Pharmaceutical Engineering
- School of Chemical Engineering and Technology
- Tianjin University
- Tianjin 300072
- China
| | - Jia-Heng Liu
- Department of Pharmaceutical Engineering
- School of Chemical Engineering and Technology
- Tianjin University
- Tianjin 300072
- China
| | - Hao Wu
- Department of Pharmaceutical Engineering
- School of Chemical Engineering and Technology
- Tianjin University
- Tianjin 300072
- China
| | - Bin-Bin Wang
- Department of Pharmaceutical Engineering
- School of Chemical Engineering and Technology
- Tianjin University
- Tianjin 300072
- China
| | - Hong-Ji Zhu
- Department of Pharmaceutical Engineering
- School of Chemical Engineering and Technology
- Tianjin University
- Tianjin 300072
- China
| | - Jian-Jun Qiao
- Department of Pharmaceutical Engineering
- School of Chemical Engineering and Technology
- Tianjin University
- Tianjin 300072
- China
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