Literature DB >> 26352211

Activity-Independent Discovery of Secondary Metabolites Using Chemical Elicitation and Cheminformatic Inference.

Sheila M Pimentel-Elardo1, Dan Sørensen2, Louis Ho1, Mikaela Ziko3, Stephanie A Bueler4, Stella Lu5, Joe Tao6, Arvin Moser7, Richard Lee7, David Agard6, Greg Fairn5, John L Rubinstein1,4, Brian K Shoichet8, Justin R Nodwell1.   

Abstract

Most existing antibiotics were discovered through screens of environmental microbes, particularly the streptomycetes, for the capacity to prevent the growth of pathogenic bacteria. This "activity-guided screening" method has been largely abandoned because it repeatedly rediscovers those compounds that are highly expressed during laboratory culture. Most of these metabolites have already been biochemically characterized. However, the sequencing of streptomycete genomes has revealed a large number of "cryptic" secondary metabolic genes that are either poorly expressed in the laboratory or that have biological activities that cannot be discovered through standard activity-guided screens. Methods that reveal these uncharacterized compounds, particularly methods that are not biased in favor of the highly expressed metabolites, would provide direct access to a large number of potentially useful biologically active small molecules. To address this need, we have devised a discovery method in which a chemical elicitor called Cl-ARC is used to elevate the expression of cryptic biosynthetic genes. We show that the resulting change in product yield permits the direct discovery of secondary metabolites without requiring knowledge of their biological activity. We used this approach to identify three rare secondary metabolites and find that two of them target eukaryotic cells and not bacterial cells. In parallel, we report the first paired use of cheminformatic inference and chemical genetic epistasis in yeast to identify the target. In this way, we demonstrate that oxohygrolidin, one of the eukaryote-active compounds we identified through activity-independent screening, targets the V1 ATPase in yeast and human cells and secondarily HSP90.

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Year:  2015        PMID: 26352211      PMCID: PMC4658348          DOI: 10.1021/acschembio.5b00612

Source DB:  PubMed          Journal:  ACS Chem Biol        ISSN: 1554-8929            Impact factor:   5.100


  48 in total

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Journal:  J Antibiot (Tokyo)       Date:  2005-01       Impact factor: 2.649

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Authors:  Gaia V Paolini; Richard H B Shapland; Willem P van Hoorn; Jonathan S Mason; Andrew L Hopkins
Journal:  Nat Biotechnol       Date:  2006-07       Impact factor: 54.908

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Authors:  Markus Nett; Haruo Ikeda; Bradley S Moore
Journal:  Nat Prod Rep       Date:  2009-09-01       Impact factor: 13.423

4.  Drug-target network.

Authors:  Muhammed A Yildirim; Kwang-Il Goh; Michael E Cusick; Albert-László Barabási; Marc Vidal
Journal:  Nat Biotechnol       Date:  2007-10       Impact factor: 54.908

5.  Prediction and evaluation of protein farnesyltransferase inhibition by commercial drugs.

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Journal:  J Med Chem       Date:  2010-03-25       Impact factor: 7.446

6.  Distant polypharmacology among MLP chemical probes.

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Journal:  ACS Chem Biol       Date:  2014-11-06       Impact factor: 5.100

Review 7.  Diversity, abundance and natural products of marine sponge-associated actinomycetes.

Authors:  Usama Ramadan Abdelmohsen; Kristina Bayer; Ute Hentschel
Journal:  Nat Prod Rep       Date:  2014-03       Impact factor: 13.423

8.  Identification of a bioactive 51-membered macrolide complex by activation of a silent polyketide synthase in Streptomyces ambofaciens.

Authors:  Luisa Laureti; Lijiang Song; Sheng Huang; Christophe Corre; Pierre Leblond; Gregory L Challis; Bertrand Aigle
Journal:  Proc Natl Acad Sci U S A       Date:  2011-03-28       Impact factor: 11.205

9.  A molecular barcoded yeast ORF library enables mode-of-action analysis of bioactive compounds.

Authors:  Cheuk Hei Ho; Leslie Magtanong; Sarah L Barker; David Gresham; Shinichi Nishimura; Paramasivam Natarajan; Judice L Y Koh; Justin Porter; Christopher A Gray; Raymond J Andersen; Guri Giaever; Corey Nislow; Brenda Andrews; David Botstein; Todd R Graham; Minoru Yoshida; Charles Boone
Journal:  Nat Biotechnol       Date:  2009-04-06       Impact factor: 54.908

10.  High-throughput, quantitative analyses of genetic interactions in E. coli.

Authors:  Athanasios Typas; Robert J Nichols; Deborah A Siegele; Michael Shales; Sean R Collins; Bentley Lim; Hannes Braberg; Natsuko Yamamoto; Rikiya Takeuchi; Barry L Wanner; Hirotada Mori; Jonathan S Weissman; Nevan J Krogan; Carol A Gross
Journal:  Nat Methods       Date:  2008-09       Impact factor: 28.547

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Review 2.  Advances in microbial culturing conditions to activate silent biosynthetic gene clusters for novel metabolite production.

Authors:  Hailey A Tomm; Lorena Ucciferri; Avena C Ross
Journal:  J Ind Microbiol Biotechnol       Date:  2019-06-08       Impact factor: 3.346

Review 3.  Antibiotic dialogues: induction of silent biosynthetic gene clusters by exogenous small molecules.

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Journal:  FEMS Microbiol Rev       Date:  2016-08-29       Impact factor: 16.408

4.  An epigenetic modifier induces production of 3-(4-oxopyrano)-chromen-2-ones in Aspergillus sp. AST0006, an endophytic fungus of Astragalus lentiginosus.

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5.  Cebulantin, a Cryptic Lanthipeptide Antibiotic Uncovered Using Bioactivity-Coupled HiTES.

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6.  An epigenetic modifier induces production of (10'S)-verruculide B, an inhibitor of protein tyrosine phosphatases by Phoma sp. nov. LG0217, a fungal endophyte of Parkinsonia microphylla.

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Review 7.  Symbiosis-inspired approaches to antibiotic discovery.

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Review 8.  Molecules to Ecosystems: Actinomycete Natural Products In situ.

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Journal:  Front Microbiol       Date:  2017-01-17       Impact factor: 5.640

9.  Time Dependency of Chemodiversity and Biosynthetic Pathways: An LC-MS Metabolomic Study of Marine-Sourced Penicillium.

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Review 10.  Marine-derived myxobacteria of the suborder Nannocystineae: An underexplored source of structurally intriguing and biologically active metabolites.

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