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Schorn MA, Verhoeven S, Ridder L, Huber F, Acharya DD, Aksenov AA, Aleti G, Moghaddam JA, Aron AT, Aziz S, Bauermeister A, Bauman KD, Baunach M, Beemelmanns C, Beman JM, Berlanga-Clavero MV, Blacutt AA, Bode HB, Boullie A, Brejnrod A, Bugni TS, Calteau A, Cao L, Carrión VJ, Castelo-Branco R, Chanana S, Chase AB, Chevrette MG, Costa-Lotufo LV, Crawford JM, Currie CR, Cuypers B, Dang T, de Rond T, Demko AM, Dittmann E, Du C, Drozd C, Dujardin JC, Dutton RJ, Edlund A, Fewer DP, Garg N, Gauglitz JM, Gentry EC, Gerwick L, Glukhov E, Gross H, Gugger M, Guillén Matus DG, Helfrich EJN, Hempel BF, Hur JS, Iorio M, Jensen PR, Kang KB, Kaysser L, Kelleher NL, Kim CS, Kim KH, Koester I, König GM, Leao T, Lee SR, Lee YY, Li X, Little JC, Maloney KN, Männle D, Martin H C, McAvoy AC, Metcalf WW, Mohimani H, Molina-Santiago C, Moore BS, Mullowney MW, Muskat M, Nothias LF, O'Neill EC, Parkinson EI, Petras D, Piel J, Pierce EC, Pires K, Reher R, Romero D, Roper MC, Rust M, Saad H, Saenz C, Sanchez LM, Sørensen SJ, Sosio M, Süssmuth RD, Sweeney D, Tahlan K, Thomson RJ, Tobias NJ, Trindade-Silva AE, van Wezel GP, Wang M, Weldon KC, Zhang F, Ziemert N, Duncan KR, Crüsemann M, Rogers S, Dorrestein PC, Medema MH, van der Hooft JJJ. A community resource for paired genomic and metabolomic data mining. Nat Chem Biol 2021; 17:363-368. [PMID: 33589842 PMCID: PMC7987574 DOI: 10.1038/s41589-020-00724-z] [Citation(s) in RCA: 73] [Impact Index Per Article: 24.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Abstract
Genomics and metabolomics are widely used to explore specialized metabolite diversity. The Paired Omics Data Platform is a community initiative to systematically document links between metabolome and (meta)genome data, aiding identification of natural product biosynthetic origins and metabolite structures.
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Affiliation(s)
- Michelle A Schorn
- Laboratory of Microbiology, Department of Agricultural and Food Sciences, Wageningen University, Wageningen, the Netherlands
- Bioinformatics Group, Wageningen University, Wageningen, the Netherlands
| | | | - Lars Ridder
- Netherlands eScience Center, Amsterdam, the Netherlands
| | - Florian Huber
- Netherlands eScience Center, Amsterdam, the Netherlands
| | - Deepa D Acharya
- Wisconsin Institute for Discovery and Department of Plant Pathology, University of Wisconsin-Madison, Madison, WI, USA
| | - Alexander A Aksenov
- Collaborative Mass Spectrometry Innovation Center, Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California San Diego, La Jolla, CA, USA
| | - Gajender Aleti
- Department of Psychiatry, University of California San Diego, San Diego, CA, USA
| | - Jamshid Amiri Moghaddam
- Leibniz Institute for Natural Product Research and Infection Biology e.V. Hans-Knöll-Institute (HKI), Jena, Germany
| | - Allegra T Aron
- Collaborative Mass Spectrometry Innovation Center, Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California San Diego, La Jolla, CA, USA
| | - Saefuddin Aziz
- Pharmaceutical Biology Department, Pharmaceutical Institute, Eberhard Karls University Tübingen, Tübingen, Germany
- Microbiology Department, Biology Faculty, Jenderal Soedirman University, Purwokerto, Indonesia
| | - Anelize Bauermeister
- Collaborative Mass Spectrometry Innovation Center, Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California San Diego, La Jolla, CA, USA
- Instituto de Ciências Biomédicas, Universidade de São Paulo, São Paulo, Brazil
| | - Katherine D Bauman
- Center for Marine Biotechnology and Biomedicine, Scripps Institution of Oceanography, University of California San Diego, La Jolla, CA, USA
| | - Martin Baunach
- University of Potsdam, Institute of Biochemistry and Biology, Potsdam-Golm, Germany
| | - Christine Beemelmanns
- Leibniz Institute for Natural Product Research and Infection Biology e.V. Hans-Knöll-Institute (HKI), Jena, Germany
| | - J Michael Beman
- Department of Life and Environmental Sciences, University of California Merced, Merced, CA, USA
- Sierra Nevada Research Institute, University of California Merced, Merced, CA, USA
| | - María Victoria Berlanga-Clavero
- Instituto de Hortofruticultura Subtropical y Mediterránea "La Mayora", Universidad de Málaga-Consejo Superior de Investigaciones Científicas, Departamento de Microbiología, Universidad de Málaga, Málaga, Spain
| | - Alex A Blacutt
- Department of Microbiology and Plant Pathology, University of California Riverside, Riverside, CA, USA
| | - Helge B Bode
- Molecular Biotechnology, Department of Biosciences, Goethe University Frankfurt, Frankfurt am Main, Germany
- Buchmann Institute for Molecular Life Sciences, Goethe University Frankfurt, Frankfurt am Main, Germany
- Senckenberg Gesellschaft für Naturforschung, Frankfurt am Main, Germany
- Max-Planck-Institute for Terrestrial Microbiology, Department of Natural Products in Organismic Interactions, Marburg, Germany
| | - Anne Boullie
- Institut Pasteur, Collection of Cyanobacteria, Paris, France
| | - Asker Brejnrod
- Collaborative Mass Spectrometry Innovation Center, Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California San Diego, La Jolla, CA, USA
| | - Tim S Bugni
- Pharmaceutical Sciences Division, University of Wisconsin-Madison, Madison, WI, USA
| | - Alexandra Calteau
- Laboratoire d'Analyses Bioinformatiques pour la Génomique et le Métabolisme, Génomique Métabolique, Genoscope, Institut François Jacob, CEA, CNRS, Univ Evry, Université Paris-Saclay, Evry, France
| | - Liu Cao
- Computational Biology Department, School of Computer Science, Carnegie Mellon University, Pittsburgh, PA, USA
| | - Víctor J Carrión
- Microbial Biotechnology, Institute of Biology, Leiden University, Leiden, the Netherlands
- Department of Microbial Ecology, Netherlands Institute of Ecology, Wageningen, the Netherlands
| | - Raquel Castelo-Branco
- Interdisciplinary Centre of Marine and Environmental Research), University of Porto, Porto, Portugal
- Faculty of Sciences, University of Porto, Porto, Portugal
- Department of Microbiology, University of Helsinki, Helsinki, Finland
| | - Shaurya Chanana
- Wisconsin Institute for Discovery and Department of Plant Pathology, University of Wisconsin-Madison, Madison, WI, USA
| | - Alexander B Chase
- Center for Marine Biotechnology and Biomedicine, Scripps Institution of Oceanography, University of California San Diego, La Jolla, CA, USA
| | - Marc G Chevrette
- Wisconsin Institute for Discovery and Department of Plant Pathology, University of Wisconsin-Madison, Madison, WI, USA
| | | | - Jason M Crawford
- Department of Chemistry, Yale University, New Haven, CT, USA
- Chemical Biology Institute, Yale University, West Haven, CT, USA
- Department of Microbial Pathogenesis, Yale School of Medicine, New Haven, CT, USA
| | - Cameron R Currie
- Department of Bacteriology, University of Wisconsin-Madison, Madison, WI, USA
- Department of Energy Great Lakes Bioenergy Research Center, Wisconsin Energy Institute, University of Wisconsin-Madison, Madison, WI, USA
| | - Bart Cuypers
- Adrem Data Lab, Department of Computer Science, University of Antwerp, Antwerp, Belgium
- Molecular Parasitology Unit, Department of Biomedical Sciences, Institute of Tropical Medicine, Antwerp, Belgium
| | - Tam Dang
- Technische Universität Berlin, Institut für Chemie, Berlin, Germany
| | - Tristan de Rond
- Center for Marine Biotechnology and Biomedicine, Scripps Institution of Oceanography, University of California San Diego, La Jolla, CA, USA
| | - Alyssa M Demko
- Center for Marine Biotechnology and Biomedicine, Scripps Institution of Oceanography, University of California San Diego, La Jolla, CA, USA
| | - Elke Dittmann
- University of Potsdam, Institute of Biochemistry and Biology, Potsdam-Golm, Germany
| | - Chao Du
- Microbial Biotechnology, Institute of Biology, Leiden University, Leiden, the Netherlands
| | - Christopher Drozd
- Department of Microbiology and Plant Pathology, University of California Riverside, Riverside, CA, USA
| | - Jean-Claude Dujardin
- Molecular Parasitology Unit, Department of Biomedical Sciences, Institute of Tropical Medicine, Antwerp, Belgium
| | - Rachel J Dutton
- Division of Biological Sciences, University of California San Diego, La Jolla, CA, USA
- Center for Microbiome Innovation, University of California San Diego, La Jolla, CA, USA
| | - Anna Edlund
- J. Craig Venter Institute, Genomic Medicine Group, La Jolla, CA, USA
- Department of Pediatrics, School of Medicine, University of California San Diego, La Jolla, CA, USA
| | - David P Fewer
- Department of Microbiology, University of Helsinki, Helsinki, Finland
| | - Neha Garg
- School of Chemistry and Biochemistry, Georgia Institute of Technology, Atlanta, GA, USA
| | - Julia M Gauglitz
- Collaborative Mass Spectrometry Innovation Center, Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California San Diego, La Jolla, CA, USA
| | - Emily C Gentry
- Collaborative Mass Spectrometry Innovation Center, Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California San Diego, La Jolla, CA, USA
| | - Lena Gerwick
- Center for Marine Biotechnology and Biomedicine, Scripps Institution of Oceanography, University of California San Diego, La Jolla, CA, USA
| | - Evgenia Glukhov
- Center for Marine Biotechnology and Biomedicine, Scripps Institution of Oceanography, University of California San Diego, La Jolla, CA, USA
| | - Harald Gross
- Pharmaceutical Biology Department, Pharmaceutical Institute, Eberhard Karls University Tübingen, Tübingen, Germany
| | - Muriel Gugger
- Institut Pasteur, Collection of Cyanobacteria, Paris, France
| | - Dulce G Guillén Matus
- Center for Marine Biotechnology and Biomedicine, Scripps Institution of Oceanography, University of California San Diego, La Jolla, CA, USA
| | - Eric J N Helfrich
- Molecular Biotechnology, Department of Biosciences, Goethe University Frankfurt, Frankfurt am Main, Germany
- Senckenberg Gesellschaft für Naturforschung, Frankfurt am Main, Germany
- Institute of Microbiology, Eidgenössische Technische Hochschule (ETH) Zürich, Zürich, Switzerland
- Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Harvard University, Boston, MA, USA
| | - Benjamin-Florian Hempel
- Technische Universität Berlin, Institut für Chemie, Berlin, Germany
- Charité, University Medicine Berlin, Berlin-Brandenburg Center for Regenerative Therapy (BCRT), Campus Virchow Klinikum, Berlin, Germany
| | - Jae-Seoun Hur
- Korean Lichen Research Institute, Sunchon National University, Sunchon, Republic of Korea
| | | | - Paul R Jensen
- Center for Marine Biotechnology and Biomedicine, Scripps Institution of Oceanography, University of California San Diego, La Jolla, CA, USA
| | - Kyo Bin Kang
- College of Pharmacy, Sookmyung Women's University, Seoul, Korea
| | - Leonard Kaysser
- Pharmaceutical Biology Department, Pharmaceutical Institute, Eberhard Karls University Tübingen, Tübingen, Germany
- German Centre for Infection Research (DZIF), Tübingen, Germany
| | - Neil L Kelleher
- Department of Chemistry, Northwestern University, Evanston, IL, USA
| | - Chung Sub Kim
- Department of Chemistry, Yale University, New Haven, CT, USA
- Chemical Biology Institute, Yale University, West Haven, CT, USA
- School of Pharmacy, Sungkyunkwan University, Suwon, Republic of Korea
| | - Ki Hyun Kim
- School of Pharmacy, Sungkyunkwan University, Suwon, Republic of Korea
| | - Irina Koester
- Scripps Institution of Oceanography, University of California San Diego, La Jolla, CA, USA
| | - Gabriele M König
- Institute for Pharmaceutical Biology, University of Bonn, Bonn, Germany
| | - Tiago Leao
- Collaborative Mass Spectrometry Innovation Center, Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California San Diego, La Jolla, CA, USA
- Center for Marine Biotechnology and Biomedicine, Scripps Institution of Oceanography, University of California San Diego, La Jolla, CA, USA
| | - Seoung Rak Lee
- School of Pharmacy, Sungkyunkwan University, Suwon, Republic of Korea
- Department of Chemistry, Princeton University, Princeton, NJ, USA
| | - Yi-Yuan Lee
- Computational Biology Department, School of Computer Science, Carnegie Mellon University, Pittsburgh, PA, USA
| | - Xuanji Li
- Section of Microbiology, University of Copenhagen, Copenhagen, Denmark
| | - Jessica C Little
- Department of Pharmaceutical Sciences, University of Illinois at Chicago, Chicago, IL, USA
| | | | - Daniel Männle
- Pharmaceutical Biology Department, Pharmaceutical Institute, Eberhard Karls University Tübingen, Tübingen, Germany
- German Centre for Infection Research (DZIF), Tübingen, Germany
- Interfaculty Institute for Microbiology and Infection Medicine Tübingen, Microbiology and Biotechnology, University of Tübingen, Tübingen, Germany
| | - Christian Martin H
- Centro de Biodiversidad y Descubrimiento de Drogas, Instituto de Investigaciones Científicas y Servicios de Alta Tecnología, Panama, Republic of Panama
| | - Andrew C McAvoy
- School of Chemistry and Biochemistry, Georgia Institute of Technology, Atlanta, GA, USA
| | - Willam W Metcalf
- Carl R. Woese Institute for Genomic Biology and Department of Microbiology, University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | - Hosein Mohimani
- Computational Biology Department, School of Computer Science, Carnegie Mellon University, Pittsburgh, PA, USA
| | - Carlos Molina-Santiago
- Instituto de Hortofruticultura Subtropical y Mediterránea "La Mayora", Universidad de Málaga-Consejo Superior de Investigaciones Científicas, Departamento de Microbiología, Universidad de Málaga, Málaga, Spain
| | - Bradley S Moore
- Center for Marine Biotechnology and Biomedicine, Scripps Institution of Oceanography, University of California San Diego, La Jolla, CA, USA
- Center for Microbiome Innovation, University of California San Diego, La Jolla, CA, USA
- Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California San Diego, La Jolla, CA, USA
| | | | - Mitchell Muskat
- Center for Marine Biotechnology and Biomedicine, Scripps Institution of Oceanography, University of California San Diego, La Jolla, CA, USA
| | - Louis-Félix Nothias
- Collaborative Mass Spectrometry Innovation Center, Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California San Diego, La Jolla, CA, USA
| | - Ellis C O'Neill
- School of Chemistry, University of Nottingham, Nottingham, UK
| | - Elizabeth I Parkinson
- Department of Chemistry and Department of Medicinal Chemistry and Molecular Pharmacology, Purdue University, West Lafayette, IN, USA
| | - Daniel Petras
- Collaborative Mass Spectrometry Innovation Center, Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California San Diego, La Jolla, CA, USA
- Scripps Institution of Oceanography, University of California San Diego, La Jolla, CA, USA
| | - Jörn Piel
- Institute of Microbiology, Eidgenössische Technische Hochschule (ETH) Zürich, Zürich, Switzerland
| | - Emily C Pierce
- Division of Biological Sciences, University of California San Diego, La Jolla, CA, USA
| | - Karine Pires
- Instituto Federal de Santa Catarina, Florianópolis, Santa Catarina, Brazil
| | - Raphael Reher
- Center for Marine Biotechnology and Biomedicine, Scripps Institution of Oceanography, University of California San Diego, La Jolla, CA, USA
| | - Diego Romero
- Instituto de Hortofruticultura Subtropical y Mediterránea "La Mayora", Universidad de Málaga-Consejo Superior de Investigaciones Científicas, Departamento de Microbiología, Universidad de Málaga, Málaga, Spain
| | - M Caroline Roper
- Department of Microbiology and Plant Pathology, University of California Riverside, Riverside, CA, USA
| | - Michael Rust
- Institute of Microbiology, Eidgenössische Technische Hochschule (ETH) Zürich, Zürich, Switzerland
| | - Hamada Saad
- Pharmaceutical Biology Department, Pharmaceutical Institute, Eberhard Karls University Tübingen, Tübingen, Germany
- Phytochemistry and Plant Systematics Department, Division of Pharmaceutical Industries, National Research Centre, Cairo, Egypt
| | - Carmen Saenz
- The Novo Nordisk Foundation Center for Basic Metabolic Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Laura M Sanchez
- Department of Pharmaceutical Sciences, University of Illinois at Chicago, Chicago, IL, USA
| | | | | | | | - Douglas Sweeney
- Center for Marine Biotechnology and Biomedicine, Scripps Institution of Oceanography, University of California San Diego, La Jolla, CA, USA
| | - Kapil Tahlan
- Department of Biology, Memorial University of Newfoundland, St. John's, Canada
| | - Regan J Thomson
- Department of Chemistry, Northwestern University, Evanston, IL, USA
| | - Nicholas J Tobias
- Senckenberg Gesellschaft für Naturforschung, Frankfurt am Main, Germany
- LOEWE-Centre for Translational Biodiversity Genomics, Frankfurt am Main, Germany
| | - Amaro E Trindade-Silva
- Departamento de Fisiologia e Farmacologia, Faculdade de Medicina, Universidade Federal do Ceará, Fortaleza, Ceará, Brazil
| | - Gilles P van Wezel
- Microbial Biotechnology, Institute of Biology, Leiden University, Leiden, the Netherlands
| | - Mingxun Wang
- Collaborative Mass Spectrometry Innovation Center, Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California San Diego, La Jolla, CA, USA
| | - Kelly C Weldon
- Collaborative Mass Spectrometry Innovation Center, Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California San Diego, La Jolla, CA, USA
- Center for Microbiome Innovation, University of California San Diego, La Jolla, CA, USA
| | - Fan Zhang
- Pharmaceutical Sciences Division, University of Wisconsin-Madison, Madison, WI, USA
| | - Nadine Ziemert
- German Centre for Infection Research (DZIF), Tübingen, Germany
- Interfaculty Institute for Microbiology and Infection Medicine Tübingen, Microbiology and Biotechnology, University of Tübingen, Tübingen, Germany
| | - Katherine R Duncan
- University of Strathclyde, Strathclyde Institute of Pharmacy and Biomedical Sciences, Glasgow, UK
| | - Max Crüsemann
- Institute for Pharmaceutical Biology, University of Bonn, Bonn, Germany
| | - Simon Rogers
- School of Computing Science, University of Glasgow, Glasgow, UK
| | - Pieter C Dorrestein
- Collaborative Mass Spectrometry Innovation Center, Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California San Diego, La Jolla, CA, USA.
- Center for Marine Biotechnology and Biomedicine, Scripps Institution of Oceanography, University of California San Diego, La Jolla, CA, USA.
- Center for Microbiome Innovation, University of California San Diego, La Jolla, CA, USA.
- Department of Pharmacology and Pediatrics, University of California San Diego, La Jolla, CA, USA.
| | - Marnix H Medema
- Bioinformatics Group, Wageningen University, Wageningen, the Netherlands.
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2
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Wilke DV, Jimenez PC, Branco PC, Rezende-Teixeira P, Trindade-Silva AE, Bauermeister A, Lopes NP, Costa-Lotufo LV. Anticancer Potential of Compounds from the Brazilian Blue Amazon. Planta Med 2021; 87:49-70. [PMID: 33142347 DOI: 10.1055/a-1257-8402] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
"Blue Amazon" is used to designate the Brazilian Economic Exclusive Zone, which covers an area comparable in size to that of its green counterpart. Indeed, Brazil flaunts a coastline spanning 8000 km through tropical and temperate regions and hosting part of the organisms accredited for the country's megadiversity status. Still, biodiversity may be expressed at different scales of organization; besides species inventory, genetic characteristics of living beings and metabolic expression of their genes meet some of these other layers. These metabolites produced by terrestrial creatures traditionally and lately added to by those from marine organisms are recognized for their pharmaceutical value, since over 50% of small molecule-based medicines are related to natural products. Nonetheless, Brazil gives a modest contribution to the field of pharmacology and even less when considering marine pharmacology, which still lacks comprehensive in-depth assessments toward the bioactivity of marine compounds so far. Therefore, this review examined the last 40 years of Brazilian natural products research, focusing on molecules that evidenced anticancer potential-which represents ~ 15% of marine natural products isolated from Brazilian species. This review discusses the most promising compounds isolated from sponges, cnidarians, ascidians, and microbes in terms of their molecular targets and mechanisms of action. Wrapping up, the review delivers an outlook on the challenges that stand against developing groundbreaking natural products research in Brazil and on a means of surpassing these matters.
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Affiliation(s)
- Diego V Wilke
- Núcleo de Pesquisa e Desenvolvimento de Medicamentos (NPDM), Departamento de Fisiologia e Farmacologia, Faculdade de Medicina, Universidade Federal do Ceará, Fortaleza, CE, Brazil
| | - Paula C Jimenez
- Departamento de Ciências do Mar, Instituto do Mar, Universidade Federal de São Paulo, Santos, SP, Brazil
| | - Paola C Branco
- Departamento de Farmacologia, Instituto de Ciências Biomédicas, Universidade de São Paulo, São Paulo, SP, Brazil
| | - Paula Rezende-Teixeira
- Departamento de Farmacologia, Instituto de Ciências Biomédicas, Universidade de São Paulo, São Paulo, SP, Brazil
| | - Amaro E Trindade-Silva
- Núcleo de Pesquisa e Desenvolvimento de Medicamentos (NPDM), Departamento de Fisiologia e Farmacologia, Faculdade de Medicina, Universidade Federal do Ceará, Fortaleza, CE, Brazil
| | - Anelize Bauermeister
- Departamento de Farmacologia, Instituto de Ciências Biomédicas, Universidade de São Paulo, São Paulo, SP, Brazil
| | - Norberto Peporine Lopes
- Núcleo de Pesquisa em Produtos Naturais e Sintéticos (NPPNS), Departamento de Ciências Biomoleculares, Faculdade de Ciências Farmacêuticas de Ribeirão Preto, Universidade de São Paulo, Ribeirão Preto, SP, Brazil
| | - Leticia V Costa-Lotufo
- Departamento de Farmacologia, Instituto de Ciências Biomédicas, Universidade de São Paulo, São Paulo, SP, Brazil
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3
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Mascarenhas R, Ruziska FM, Moreira EF, Campos AB, Loiola M, Reis K, Trindade-Silva AE, Barbosa FAS, Salles L, Menezes R, Veiga R, Coutinho FH, Dutilh BE, Guimarães PR, Assis APA, Ara A, Miranda JGV, Andrade RFS, Vilela B, Meirelles PM. Integrating Computational Methods to Investigate the Macroecology of Microbiomes. Front Genet 2020; 10:1344. [PMID: 32010196 PMCID: PMC6979972 DOI: 10.3389/fgene.2019.01344] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2018] [Accepted: 12/09/2019] [Indexed: 12/15/2022] Open
Abstract
Studies in microbiology have long been mostly restricted to small spatial scales. However, recent technological advances, such as new sequencing methodologies, have ushered an era of large-scale sequencing of environmental DNA data from multiple biomes worldwide. These global datasets can now be used to explore long standing questions of microbial ecology. New methodological approaches and concepts are being developed to study such large-scale patterns in microbial communities, resulting in new perspectives that represent a significant advances for both microbiology and macroecology. Here, we identify and review important conceptual, computational, and methodological challenges and opportunities in microbial macroecology. Specifically, we discuss the challenges of handling and analyzing large amounts of microbiome data to understand taxa distribution and co-occurrence patterns. We also discuss approaches for modeling microbial communities based on environmental data, including information on biological interactions to make full use of available Big Data. Finally, we summarize the methods presented in a general approach aimed to aid microbiologists in addressing fundamental questions in microbial macroecology, including classical propositions (such as “everything is everywhere, but the environment selects”) as well as applied ecological problems, such as those posed by human induced global environmental changes.
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Affiliation(s)
| | - Flávia M Ruziska
- Institute of Biology, Federal University of Bahia, Salvador, Brazil
| | | | - Amanda B Campos
- Institute of Biology, Federal University of Bahia, Salvador, Brazil
| | - Miguel Loiola
- Institute of Biology, Federal University of Bahia, Salvador, Brazil
| | - Kaike Reis
- Chemical Engineering Department, Polytechnic School of Federal University of Bahia, Salvador, Brazil
| | - Amaro E Trindade-Silva
- Institute of Biology, Federal University of Bahia, Salvador, Brazil.,Department of Ecology, Biosciences Institute, University of Sao Paulo, Sao Paulo, Brazil
| | | | - Lucas Salles
- Institute of Geology, Federal University of Bahia, Salvador, Brazil
| | - Rafael Menezes
- Department of Ecology, Biosciences Institute, University of Sao Paulo, Sao Paulo, Brazil.,Institute of Physics, Federal University of Bahia, Salvador, Brazil
| | - Rafael Veiga
- Center of Data and Knowledge Integration for Health (CIDACS), Instituto Gonçalo Muniz, Fundação Oswaldo Cruz, Brazil
| | - Felipe H Coutinho
- Evolutionary Genomics Group, Departamento de Producción Vegetal y Microbiología, Universidad Miguel Hernández de Elche, San Juan de Alicante, Spain
| | - Bas E Dutilh
- Theoretical Biology and Bioinformatics, Utrecht University, Utrecht, Netherlands.,Centre for Molecular and Biomolecular Informatics, Radboud University Medical Centre, Nijmegen, Netherlands
| | - Paulo R Guimarães
- Department of Ecology, Biosciences Institute, University of Sao Paulo, Butantã, Brazil
| | - Ana Paula A Assis
- Department of Ecology, Biosciences Institute, University of Sao Paulo, Butantã, Brazil
| | - Anderson Ara
- Institute of Mathematics, Federal University of Bahia, Salvador, Brazil
| | - José G V Miranda
- Institute of Physics, Federal University of Bahia, Salvador, Brazil
| | - Roberto F S Andrade
- Institute of Physics, Federal University of Bahia, Salvador, Brazil.,Center of Data and Knowledge Integration for Health (CIDACS), Instituto Gonçalo Muniz, Fundação Oswaldo Cruz, Brazil
| | - Bruno Vilela
- Institute of Biology, Federal University of Bahia, Salvador, Brazil
| | - Pedro Milet Meirelles
- Institute of Biology, Federal University of Bahia, Salvador, Brazil.,Department of Ecology, Biosciences Institute, University of Sao Paulo, Sao Paulo, Brazil
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4
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Brito TL, Campos AB, Bastiaan von Meijenfeldt FA, Daniel JP, Ribeiro GB, Silva GGZ, Wilke DV, de Moraes DT, Dutilh BE, Meirelles PM, Trindade-Silva AE. The gill-associated microbiome is the main source of wood plant polysaccharide hydrolases and secondary metabolite gene clusters in the mangrove shipworm Neoteredo reynei. PLoS One 2018; 13:e0200437. [PMID: 30427852 PMCID: PMC6235255 DOI: 10.1371/journal.pone.0200437] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2018] [Accepted: 10/08/2018] [Indexed: 12/02/2022] Open
Abstract
Teredinidae are a family of highly adapted wood-feeding and wood-boring bivalves, commonly known as shipworms, whose evolution is linked to the acquisition of cellulolytic gammaproteobacterial symbionts harbored in bacteriocytes within the gills. In the present work we applied metagenomics to characterize microbiomes of the gills and digestive tract of Neoteredo reynei, a mangrove-adapted shipworm species found over a large range of the Brazilian coast. Comparative metagenomics grouped the gill symbiont community of different N. reynei specimens, indicating closely related bacterial types are shared. Similarly, the intestine and digestive gland communities were related, yet were more diverse than and showed no overlap with the gill community. Annotation of assembled metagenomic contigs revealed that the gill symbiotic community of N. reynei encodes a plethora of plant cell wall polysaccharides degrading glycoside hydrolase encoding genes, and Biosynthetic Gene Clusters (BGCs). In contrast, the digestive tract microbiomes seem to play little role in wood digestion and secondary metabolites biosynthesis. Metagenome binning recovered the nearly complete genome sequences of two symbiotic Teredinibacter strains from the gills, a representative of Teredinibacter turnerae “clade I” strain, and a yet to be cultivated Teredinibacter sp. type. These Teredinibacter genomes, as well as un-binned gill-derived gammaproteobacteria contigs, also include an endo-β-1,4-xylanase/acetylxylan esterase multi-catalytic carbohydrate-active enzyme, and a trans-acyltransferase polyketide synthase (trans-AT PKS) gene cluster with the gene cassette for generating β-branching on complex polyketides. Finally, we use multivariate analyses to show that the secondary metabolome from the genomes of Teredinibacter representatives, including genomes binned from N. reynei gills’ metagenomes presented herein, stands out within the Cellvibrionaceae family by size, and enrichments for polyketide, nonribosomal peptide and hybrid BGCs. Results presented here add to the growing characterization of shipworm symbiotic microbiomes and indicate that the N. reynei gill gammaproteobacterial community is a prolific source of biotechnologically relevant enzymes for wood-digestion and bioactive compounds production.
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Affiliation(s)
- Thais L. Brito
- Drug Research and Development Center, Department of Physiology and Pharmacology, Federal University of Ceara, Fortaleza, Ceara, Brazil
| | - Amanda B. Campos
- Institute of Biology, Federal University of Bahia, Salvador, Bahia, Brazil
| | | | - Julio P. Daniel
- Drug Research and Development Center, Department of Physiology and Pharmacology, Federal University of Ceara, Fortaleza, Ceara, Brazil
| | - Gabriella B. Ribeiro
- Drug Research and Development Center, Department of Physiology and Pharmacology, Federal University of Ceara, Fortaleza, Ceara, Brazil
| | - Genivaldo G. Z. Silva
- Computational Science Research Center, San Diego State University, San Diego, California, United States of America
| | - Diego V. Wilke
- Drug Research and Development Center, Department of Physiology and Pharmacology, Federal University of Ceara, Fortaleza, Ceara, Brazil
| | | | - Bas E. Dutilh
- Theoretical Biology and Bioinformatics, Utrecht University, Utrecht, Netherlands
- Centre for Molecular and Biomolecular Informatics, Radboud University Medical Centre, Nijmegen, The Netherlands
| | - Pedro M. Meirelles
- Institute of Biology, Federal University of Bahia, Salvador, Bahia, Brazil
- National Institute of Science and Technology in Interdisciplinary and Transdisciplinary Studies in Ecology and Evolution (INCT IN-TREE), Federal University of Bahia, Salvador, Brazil
| | - Amaro E. Trindade-Silva
- Drug Research and Development Center, Department of Physiology and Pharmacology, Federal University of Ceara, Fortaleza, Ceara, Brazil
- Institute of Biology, Federal University of Bahia, Salvador, Bahia, Brazil
- * E-mail:
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5
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Sobreira ACM, Pinto FDCL, Florêncio KGD, Wilke DV, Staats CC, Streit RDAS, Freire FDCDO, Pessoa ODL, Trindade-Silva AE, Canuto KM. Endophytic fungus Pseudofusicoccum stromaticum produces cyclopeptides and plant-related bioactive rotenoids. RSC Adv 2018; 8:35575-35586. [PMID: 35547902 PMCID: PMC9088075 DOI: 10.1039/c8ra06824k] [Citation(s) in RCA: 7] [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: 08/14/2018] [Accepted: 10/07/2018] [Indexed: 01/29/2023] Open
Abstract
In the present study, we integrated liquid chromatography high-resolution mass spectrometry (LC-HRMS) and high-throughput DNA sequencing for prospecting cytotoxic specialized metabolites from Pseudofusicoccum stromaticum, an endophytic fungus associated to the medicinal plant Myracrodruon urundeuva. LC-HRMS profiling allowed identifying putatively eleven compounds in the ethyl acetate extract from P. stromaticum broth. Additionally, a chemical fractionation guided by cytotoxicity combined with spectrometric analysis resulted in the isolation of three compounds: the cyclopeptide cyclo-l-Phe-d-Leu-l-Leu-l-Leu-l-lle along with the known rotenoids rotenolone and tephrosin. MTT assay showed that tephrosin (IC50 0.51 μg mL−1) has strong cytotoxic effect and may be pointed out as the compound responsible for the antiproliferative activity of P. stromaticum. Next Generation Sequencing (NGS) and genome mining of P. stromaticum draft genome revealed 56 contigs codifying specialized metabolites biosynthesis-related enzymes. Nearly half of such genes (44.6%) could be mapped to orphan Biosynthetic Gene Clusters (BGCs) of related plant pathogens belonging to family Botryosphaeriaceae. Also, screening for rotenoids biosynthetic enzymes led to characterization of a putative chalcone isomerase-like (CHI-like) protein. This is the first report of rotenoids biosynthesized by a fungus, unveiling a unique ability of P. stromaticum. Pseudofusicoccum stromaticum produces cyclopeptides and plant-related rotenoids, which are responsible for its antiproliferative effect.![]()
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Affiliation(s)
- Aline C. M. Sobreira
- Departamento de Química Orgânica e Inorgânica
- Universidade Federal do Ceará
- Fortaleza
- Brazil
| | | | | | - Diego V. Wilke
- Núcleo de Pesquisa e Desenvolvimento de Medicamentos
- Universidade Federal do Ceará
- Fortaleza
- Brazil
| | - Charley C. Staats
- Centro de Biotecnologia
- Universidade Federal do Rio Grande do Sul
- Porto Alegre
- Brazil
| | | | | | - Otília D. L. Pessoa
- Departamento de Química Orgânica e Inorgânica
- Universidade Federal do Ceará
- Fortaleza
- Brazil
| | - Amaro E. Trindade-Silva
- Núcleo de Pesquisa e Desenvolvimento de Medicamentos
- Universidade Federal do Ceará
- Fortaleza
- Brazil
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6
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Rua CPJ, Trindade-Silva AE, Appolinario LR, Venas TM, Garcia GD, Carvalho LS, Lima A, Kruger R, Pereira RC, Berlinck RGS, Valle RAB, Thompson CC, Thompson F. Diversity and antimicrobial potential of culturable heterotrophic bacteria associated with the endemic marine sponge Arenosclera brasiliensis. PeerJ 2014; 2:e419. [PMID: 25024903 PMCID: PMC4081303 DOI: 10.7717/peerj.419] [Citation(s) in RCA: 43] [Impact Index Per Article: 4.3] [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: 03/19/2014] [Accepted: 05/18/2014] [Indexed: 01/13/2023] Open
Abstract
Marine sponges are the oldest Metazoa, very often presenting a complex microbial consortium. Such is the case of the marine sponge Arenosclera brasiliensis, endemic to Rio de Janeiro State, Brazil. In this investigation we characterized the diversity of some of the culturable heterotrophic bacteria living in association with A. brasiliensis and determined their antimicrobial activity. The genera Endozoicomonas (N = 32), Bacillus (N = 26), Shewanella (N = 17), Pseudovibrio (N = 12), and Ruegeria (N = 8) were dominant among the recovered isolates, corresponding to 97% of all isolates. Approximately one third of the isolates living in association with A. brasiliensis produced antibiotics that inhibited the growth of Bacillus subtilis, suggesting that bacteria associated with this sponge play a role in its health.
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Affiliation(s)
- Cintia P J Rua
- Instituto de Biologia, Universidade Federal do Rio de Janeiro , Rio de Janeiro , Brazil
| | | | - Luciana R Appolinario
- Instituto de Biologia, Universidade Federal do Rio de Janeiro , Rio de Janeiro , Brazil
| | - Tainá M Venas
- Instituto de Biologia, Universidade Federal do Rio de Janeiro , Rio de Janeiro , Brazil
| | - Gizele D Garcia
- Instituto de Biologia, Universidade Federal do Rio de Janeiro , Rio de Janeiro , Brazil
| | - Lucas S Carvalho
- Departamento de Biologia Celular, Universidade de Brasília , Brasília, DF , Brazil
| | - Alinne Lima
- Departamento de Biologia Celular, Universidade de Brasília , Brasília, DF , Brazil
| | - Ricardo Kruger
- Departamento de Biologia Celular, Universidade de Brasília , Brasília, DF , Brazil
| | - Renato C Pereira
- Instituto de Biologia, Universidade Federal Fluminense , Niterói, RJ , Brazil
| | - Roberto G S Berlinck
- Instituto de Química de São Carlos, Universidade de São Paulo , São Carlos, SP , Brazil
| | - Rogério A B Valle
- SAGE-COPPE Centro de Gestão Tecnológica, Universidade Federal do Rio de Janeiro , Rio de Janeiro , Brazil
| | - Cristiane C Thompson
- Instituto de Biologia, Universidade Federal do Rio de Janeiro , Rio de Janeiro , Brazil
| | - Fabiano Thompson
- Instituto de Biologia, Universidade Federal do Rio de Janeiro , Rio de Janeiro , Brazil ; SAGE-COPPE Centro de Gestão Tecnológica, Universidade Federal do Rio de Janeiro , Rio de Janeiro , Brazil
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7
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Gorriti MF, Dias GM, Chimetto LA, Trindade-Silva AE, Silva BS, Mesquita MMA, Gregoracci GB, Farias ME, Thompson CC, Thompson FL. Genomic and phenotypic attributes of novel salinivibrios from stromatolites, sediment and water from a high altitude lake. BMC Genomics 2014; 15:473. [PMID: 24927949 PMCID: PMC4094778 DOI: 10.1186/1471-2164-15-473] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.2] [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: 12/31/2013] [Accepted: 06/06/2014] [Indexed: 02/02/2023] Open
Abstract
BACKGROUND Salinivibrios are moderately halophilic bacteria found in salted meats, brines and hypersaline environments. We obtained three novel conspecific Salinivibrio strains closely related to S. costicola, from Socompa Lake, a high altitude hypersaline Andean lake (approx. 3,570 meters above the sea level). RESULTS The three novel Salinivibrio spp. were extremely resistant to arsenic (up to 200 mM HAsO42-), NaCl (up to 15%), and UV-B radiation (19 KJ/m2, corresponding to 240 minutes of exposure) by means of phenotypic tests. Our subsequent draft genome ionsequencing and RAST-based genome annotation revealed the presence of genes related to arsenic, NaCl, and UV radiation resistance. The three novel Salinivibrio genomes also had the xanthorhodopsin gene cluster phylogenetically related to Marinobacter and Spiribacter. The genomic taxonomy analysis, including multilocus sequence analysis, average amino acid identity, and genome-to-genome distance revealed that the three novel strains belong to a new Salinivibrio species. CONCLUSIONS Arsenic resistance genes, genes involved in DNA repair, resistance to extreme environmental conditions and the possible light-based energy production, may represent important attributes of the novel salinivibrios, allowing these microbes to thrive in the Socompa Lake.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | - Fabiano L Thompson
- Laboratório de Microbiologia, Instituto de Biologia, Universidade Federal do Rio de Janeiro (UFRJ), Rio de Janeiro, Brasil.
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8
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Han AW, Sandy M, Fishman B, Trindade-Silva AE, Soares CAG, Distel DL, Butler A, Haygood MG. Turnerbactin, a novel triscatecholate siderophore from the shipworm endosymbiont Teredinibacter turnerae T7901. PLoS One 2013; 8:e76151. [PMID: 24146831 PMCID: PMC3795760 DOI: 10.1371/journal.pone.0076151] [Citation(s) in RCA: 46] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2013] [Accepted: 08/19/2013] [Indexed: 12/29/2022] Open
Abstract
Shipworms are marine bivalve mollusks (Family Teredinidae) that use wood for shelter and food. They harbor a group of closely related, yet phylogenetically distinct, bacterial endosymbionts in bacteriocytes located in the gills. This endosymbiotic community is believed to support the host's nutrition in multiple ways, through the production of cellulolytic enzymes and the fixation of nitrogen. The genome of the shipworm endosymbiont Teredinibacter turnerae T7901 was recently sequenced and in addition to the potential for cellulolytic enzymes and diazotrophy, the genome also revealed a rich potential for secondary metabolites. With nine distinct biosynthetic gene clusters, nearly 7% of the genome is dedicated to secondary metabolites. Bioinformatic analyses predict that one of the gene clusters is responsible for the production of a catecholate siderophore. Here we describe this gene cluster in detail and present the siderophore product from this cluster. Genes similar to the entCEBA genes of enterobactin biosynthesis involved in the production and activation of dihydroxybenzoic acid (DHB) are present in this cluster, as well as a two-module non-ribosomal peptide synthetase (NRPS). A novel triscatecholate siderophore, turnerbactin, was isolated from the supernatant of iron-limited T. turnerae T7901 cultures. Turnerbactin is a trimer of N-(2,3-DHB)-L-Orn-L-Ser with the three monomeric units linked by Ser ester linkages. A monomer, dimer, dehydrated dimer, and dehydrated trimer of 2,3-DHB-L-Orn-L-Ser were also found in the supernatant. A link between the gene cluster and siderophore product was made by constructing a NRPS mutant, TtAH03. Siderophores could not be detected in cultures of TtAH03 by HPLC analysis and Fe-binding activity of culture supernatant was significantly reduced. Regulation of the pathway by iron is supported by identification of putative Fur box sequences and observation of increased Fe-binding activity under iron restriction. Evidence of a turnerbactin fragment was found in shipworm extracts, suggesting the production of turnerbactin in the symbiosis.
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Affiliation(s)
- Andrew W. Han
- Institute of Environmental Health, Oregon Health & Science University, Beaverton, Oregon, United States of America
| | - Moriah Sandy
- Department of Chemistry and Biochemistry, University of California Santa Barbara, Santa Barbara, California, United States of America
| | - Brian Fishman
- Institute of Environmental Health, Oregon Health & Science University, Beaverton, Oregon, United States of America
| | - Amaro E. Trindade-Silva
- Universidade Federal do Rio de Janeiro, Instituto de Biologia, Ilha do Fundão, CCS, Rio de Janeiro, Rio de Janeiro, Brasil
| | - Carlos A. G. Soares
- Universidade Federal do Rio de Janeiro, Instituto de Biologia, Ilha do Fundão, CCS, Rio de Janeiro, Rio de Janeiro, Brasil
| | - Daniel L. Distel
- Ocean Genome Legacy, Inc., Ipswich, Massachusetts, United States of America
| | - Alison Butler
- Department of Chemistry and Biochemistry, University of California Santa Barbara, Santa Barbara, California, United States of America
| | - Margo G. Haygood
- Institute of Environmental Health, Oregon Health & Science University, Beaverton, Oregon, United States of America
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9
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Trindade-Silva AE, Rua CPJ, Andrade BGN, Vicente ACP, Silva GGZ, Berlinck RGS, Thompson FL. Polyketide synthase gene diversity within the microbiome of the sponge Arenosclera brasiliensis, endemic to the Southern Atlantic Ocean. Appl Environ Microbiol 2013; 79:1598-605. [PMID: 23275501 PMCID: PMC3591950 DOI: 10.1128/aem.03354-12] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2012] [Accepted: 12/19/2012] [Indexed: 11/20/2022] Open
Abstract
Microbes associated with marine sponges are considered important producers of bioactive, structurally unique polyketides. The synthesis of such secondary metabolites involves type I polyketide synthases (PKSs), which are enzymes that reach a maximum complexity degree in bacteria. The Haplosclerida sponge Arenosclera brasiliensis hosts a complex microbiota and is the source of arenosclerins, alkaloids with cytotoxic and antibacterial activity. In the present investigation, we performed high-throughput sequencing of the ketosynthase (KS) amplicon to investigate the diversity of PKS genes present in the metagenome of A. brasiliensis. Almost 4,000 ketosynthase reads were recovered, with about 90% annotated automatically as bacterial. A total of 235 bacterial KS contigs was rigorously assembled from this sequence pool and submitted to phylogenetic analysis. A great diversity of six type I PKS groups has been consistently detected in our phylogenetic reconstructions, including a novel and A. brasiliensis-exclusive group. Our study is the first to reveal the diversity of type I PKS genes in A. brasiliensis as well as the potential of its microbiome to serve as a source of new polyketides.
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Affiliation(s)
- Amaro E. Trindade-Silva
- Instituto de Química de São Carlos, Universidade de São Paulo, São Carlos, São Paulo, Brazil
- Instituto de Biologia, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil
| | - Cintia P. J. Rua
- Instituto de Biologia, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil
| | | | | | - Genivaldo G. Z. Silva
- Department of Computer Science, San Diego State University, San Diego, California, USA
| | - Roberto G. S. Berlinck
- Instituto de Química de São Carlos, Universidade de São Paulo, São Carlos, São Paulo, Brazil
| | - Fabiano L. Thompson
- Instituto de Biologia, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil
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10
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Abstract
The chemistry and biology of organic natural guanidines are reviewed, including the isolation, structure determination, synthesis, biosynthesis and biological activities of alkaloids, non-ribosomal peptides, guanidine-bearing terpenes, polyketides and shikimic acid derivatives from natural sources.
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Affiliation(s)
- Roberto G S Berlinck
- Instituto de Química de São Carlos, Universidade de São Paulo, CP 780, CEP 13560-970, São Carlos, SP, Brasil.
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11
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Trindade-Silva AE, Lim-Fong GE, Sharp KH, Haygood MG. Bryostatins: biological context and biotechnological prospects. Curr Opin Biotechnol 2011; 21:834-42. [PMID: 20971628 DOI: 10.1016/j.copbio.2010.09.018] [Citation(s) in RCA: 88] [Impact Index Per Article: 6.8] [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] [Received: 08/10/2010] [Revised: 09/25/2010] [Accepted: 09/29/2010] [Indexed: 11/18/2022]
Abstract
Bryostatins are a family of protein kinase C modulators that have potential applications in biomedicine. Found in miniscule quantities in a small marine invertebrate, lack of supply has hampered their development. In recent years, bryostatins have been shown to have potent bioactivity in the central nervous system, an uncultivated marine bacterial symbiont has been shown to be the likely natural source of the bryostatins, the bryostatin biosynthetic genes have been identified and characterized, and bryostatin analogues with promising biological activity have been developed and tested. Challenges in the development of bryostatins for biomedical and biotechnological application include the cultivation of the bacterial symbiont and heterologous expression of bryostatin biosynthesis genes. Continued exploration of the biology as well as the symbiotic origin of the bryostatins presents promising opportunities for discovery of additional bryostatins, and new functions for bryostatins.
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Affiliation(s)
- Amaro E Trindade-Silva
- Instituto de Química de São Carlos, Universidade de São Paulo CP 780, CEP 13560-970, São Carlos, SP, Brazil
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12
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Senra MVX, Vizzoni VF, Trindade-Silva AE, Giannini ALM, Soares CAG. Genetic modification of Teredinibacter turnerae, an endosymbiont with biotechnological potential. J Mol Microbiol Biotechnol 2010; 18:215-9. [PMID: 20559015 DOI: 10.1159/000316422] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Abstract
Teredinibacter turnerae belongs to a group of biotechnologically relevant bacteria. Gene transfer into T. turnerae was achieved by using pPROBE'-gfp[ASV] derived plasmids through conjugative mating with Escherichia coli DH5alpha pRK2073. Transferred plasmids were stably maintained and T. turnerae could also act as a donor to transfer these mobilizable plasmids. Constructs for both constitutive and IPTG-inducible gene expression were obtained, representing new tools for gene overexpression in T. turnerae.
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Affiliation(s)
- Marcus V X Senra
- Laboratório de Genética Molecular de Eucariontes e Simbiontes, Departamento de Genética, Instituto de Biologia, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil
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13
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Berlinck RGS, Burtoloso ACB, Trindade-Silva AE, Romminger S, Morais RP, Bandeira K, Mizuno CM. The chemistry and biology of organic guanidine derivatives. Nat Prod Rep 2010; 27:1871-907. [DOI: 10.1039/c0np00016g] [Citation(s) in RCA: 94] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
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14
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Trindade-Silva AE, Machado-Ferreira E, Senra MVX, Vizzoni VF, Yparraguirre LA, Leoncini O, Soares CAG. Physiological traits of the symbiotic bacterium Teredinibacter turnerae isolated from the mangrove shipworm Neoteredo reynei. Genet Mol Biol 2009; 32:572-81. [PMID: 21637522 PMCID: PMC3036054 DOI: 10.1590/s1415-47572009005000061] [Citation(s) in RCA: 18] [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: 10/16/2008] [Accepted: 03/23/2009] [Indexed: 11/22/2022] Open
Abstract
Nutrition in the Teredinidae family of wood-boring mollusks is sustained by cellulolytic/nitrogen fixing symbiotic bacteria of the Teredinibacter clade. The mangrove Teredinidae Neoteredo reynei is popularly used in the treatment of infectious diseases in the north of Brazil. In the present work, the symbionts of N. reynei, which are strictly confined to the host's gills, were conclusively identified as Teredinibacter turnerae. Symbiont variants obtained in vitro were able to grow using casein as the sole carbon/nitrogen source and under reduced concentrations of NaCl. Furthermore, cellulose consumption in T. turnerae was clearly reduced under low salt concentrations. As a point of interest, we hereby report first hand that T. turnerae in fact exerts antibiotic activity. Furthermore, this activity was also affected by NaCl concentration. Finally, T. turnerae was able to inhibit the growth of Gram-negative and Gram-positive bacteria, this including strains of Sphingomonas sp., Stenotrophomonas maltophilia, Bacillus cereus and Staphylococcus sciuri. Our findings introduce new points of view on the ecology of T. turnerae, and suggest new biotechnological applications for this marine bacterium.
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Affiliation(s)
- Amaro E Trindade-Silva
- Laboratório de Genética Molecular de Eucariontes e Simbiontes, Departamento de Genética, Instituto de Biologia, Universidade Federal do Rio de Janeiro, Rio de Janeiro, RJ Brazil
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15
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Yang JC, Madupu R, Durkin AS, Ekborg NA, Pedamallu CS, Hostetler JB, Radune D, Toms BS, Henrissat B, Coutinho PM, Schwarz S, Field L, Trindade-Silva AE, Soares CAG, Elshahawi S, Hanora A, Schmidt EW, Haygood MG, Posfai J, Benner J, Madinger C, Nove J, Anton B, Chaudhary K, Foster J, Holman A, Kumar S, Lessard PA, Luyten YA, Slatko B, Wood N, Wu B, Teplitski M, Mougous JD, Ward N, Eisen JA, Badger JH, Distel DL. The complete genome of Teredinibacter turnerae T7901: an intracellular endosymbiont of marine wood-boring bivalves (shipworms). PLoS One 2009; 4:e6085. [PMID: 19568419 PMCID: PMC2699552 DOI: 10.1371/journal.pone.0006085] [Citation(s) in RCA: 76] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2009] [Accepted: 05/06/2009] [Indexed: 12/02/2022] Open
Abstract
Here we report the complete genome sequence of Teredinibacter turnerae T7901. T. turnerae is a marine gamma proteobacterium that occurs as an intracellular endosymbiont in the gills of wood-boring marine bivalves of the family Teredinidae (shipworms). This species is the sole cultivated member of an endosymbiotic consortium thought to provide the host with enzymes, including cellulases and nitrogenase, critical for digestion of wood and supplementation of the host's nitrogen-deficient diet. T. turnerae is closely related to the free-living marine polysaccharide degrading bacterium Saccharophagus degradans str. 2–40 and to as yet uncultivated endosymbionts with which it coexists in shipworm cells. Like S. degradans, the T. turnerae genome encodes a large number of enzymes predicted to be involved in complex polysaccharide degradation (>100). However, unlike S. degradans, which degrades a broad spectrum (>10 classes) of complex plant, fungal and algal polysaccharides, T. turnerae primarily encodes enzymes associated with deconstruction of terrestrial woody plant material. Also unlike S. degradans and many other eubacteria, T. turnerae dedicates a large proportion of its genome to genes predicted to function in secondary metabolism. Despite its intracellular niche, the T. turnerae genome lacks many features associated with obligate intracellular existence (e.g. reduced genome size, reduced %G+C, loss of genes of core metabolism) and displays evidence of adaptations common to free-living bacteria (e.g. defense against bacteriophage infection). These results suggest that T. turnerae is likely a facultative intracellular ensosymbiont whose niche presently includes, or recently included, free-living existence. As such, the T. turnerae genome provides insights into the range of genomic adaptations associated with intracellular endosymbiosis as well as enzymatic mechanisms relevant to the recycling of plant materials in marine environments and the production of cellulose-derived biofuels.
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Affiliation(s)
- Joyce C. Yang
- Ocean Genome Legacy, Inc., Ipswich, Massachusetts, United States of America
| | - Ramana Madupu
- J. Craig Venter Institute, San Diego, California, United States of America
| | - A. Scott Durkin
- J. Craig Venter Institute, San Diego, California, United States of America
| | - Nathan A. Ekborg
- Ocean Genome Legacy, Inc., Ipswich, Massachusetts, United States of America
| | | | | | - Diana Radune
- J. Craig Venter Institute, San Diego, California, United States of America
| | - Bradley S. Toms
- J. Craig Venter Institute, San Diego, California, United States of America
| | - Bernard Henrissat
- Architecture et Fonction des Macromolécules Biologiques, UMR6098, CNRS, Universités Aix-Marseille I & II, Case 932, Marseille, France
| | - Pedro M. Coutinho
- Architecture et Fonction des Macromolécules Biologiques, UMR6098, CNRS, Universités Aix-Marseille I & II, Case 932, Marseille, France
| | - Sandra Schwarz
- Department of Microbiology, University of Washington, Seattle, Washington, United States of America
| | - Lauren Field
- New England Biolabs, Ipswich, Massachusetts, United States of America
| | - Amaro E. Trindade-Silva
- Universidade Federal do Rio de Janeiro, Instituto de Biologia, Ilha do Fundao, CCS, Rio de Janeiro, Rio de Janeiro, Brazil
| | - Carlos A. G. Soares
- Universidade Federal do Rio de Janeiro, Instituto de Biologia, Ilha do Fundao, CCS, Rio de Janeiro, Rio de Janeiro, Brazil
| | - Sherif Elshahawi
- Department of Environmental and Biomolecular Systems, OGI School of Science & Engineering, Oregon Health & Science University, Beaverton, Oregon, United States of America
| | - Amro Hanora
- Department of Microbiology and Immunology, Faculty of Pharmacy, Suez Canal University, Ismailia, Egypt
| | - Eric W. Schmidt
- College of Pharmacy, University of Utah, Salt Lake City, Utah, United States of America
| | - Margo G. Haygood
- Department of Environmental and Biomolecular Systems, OGI School of Science & Engineering, Oregon Health & Science University, Beaverton, Oregon, United States of America
| | - Janos Posfai
- New England Biolabs, Ipswich, Massachusetts, United States of America
| | - Jack Benner
- New England Biolabs, Ipswich, Massachusetts, United States of America
| | | | - John Nove
- Ocean Genome Legacy, Inc., Ipswich, Massachusetts, United States of America
| | - Brian Anton
- New England Biolabs, Ipswich, Massachusetts, United States of America
| | - Kshitiz Chaudhary
- New England Biolabs, Ipswich, Massachusetts, United States of America
| | - Jeremy Foster
- New England Biolabs, Ipswich, Massachusetts, United States of America
| | - Alex Holman
- New England Biolabs, Ipswich, Massachusetts, United States of America
| | - Sanjay Kumar
- New England Biolabs, Ipswich, Massachusetts, United States of America
| | - Philip A. Lessard
- Massachusetts Institute of Technology, Cambridge, Massachusetts, United States of America
| | - Yvette A. Luyten
- Ocean Genome Legacy, Inc., Ipswich, Massachusetts, United States of America
- New England Biolabs, Ipswich, Massachusetts, United States of America
| | - Barton Slatko
- New England Biolabs, Ipswich, Massachusetts, United States of America
| | - Nicole Wood
- Ocean Genome Legacy, Inc., Ipswich, Massachusetts, United States of America
| | - Bo Wu
- New England Biolabs, Ipswich, Massachusetts, United States of America
| | - Max Teplitski
- University of Florida, Gainesville, Florida, United States of America
| | - Joseph D. Mougous
- Department of Microbiology, University of Washington, Seattle, Washington, United States of America
| | - Naomi Ward
- Department of Molecular Biology, University of Wyoming, Laramie, Wyoming, United States of America
| | - Jonathan A. Eisen
- UC Davis Genome Center, University of California Davis, Davis, California, United States of America
| | - Jonathan H. Badger
- J. Craig Venter Institute, San Diego, California, United States of America
| | - Daniel L. Distel
- Ocean Genome Legacy, Inc., Ipswich, Massachusetts, United States of America
- * E-mail:
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