Literature DB >> 35524049

Evolutionary Genome Mining for the Discovery and Engineering of Natural Product Biosynthesis.

Marc G Chevrette1, Nelly Selem-Mojica2,3, César Aguilar2,4, Kristin Labby5, Edder D Bustos-Diaz2, Jo Handelsman1, Francisco Barona-Gómez6.   

Abstract

Genome mining has become an invaluable tool in natural products research to quickly identify and characterize the biosynthetic pathways that assemble secondary or specialized metabolites. Recently, evolutionary principles have been incorporated into genome mining strategies in an effort to better assess and prioritize novelty and understand their chemical diversification for engineering purposes. Here, we provide an introduction to the principles underlying evolutionary genome mining, including bioinformatic strategies and natural product biosynthetic databases. We introduce workflows for traditional genome mining, focusing on the popular pipeline antiSMASH, and methods to predict enzyme substrate specificity from genomic information. We then provide an in-depth discussion of evolutionary genome mining workflows, including EvoMining, CORASON, ARTS, and others, as adopted by our group for the discovery and prioritization of natural products biosynthetic gene clusters and their products.
© 2022. The Author(s), under exclusive license to Springer Science+Business Media, LLC, part of Springer Nature.

Entities:  

Keywords:  ARTS; CORASON; EvoMining; Evolutionary genome mining; Natural products evolution; Specialized metabolism

Mesh:

Substances:

Year:  2022        PMID: 35524049     DOI: 10.1007/978-1-0716-2273-5_8

Source DB:  PubMed          Journal:  Methods Mol Biol        ISSN: 1064-3745


  54 in total

Review 1.  Emerging evolutionary paradigms in antibiotic discovery.

Authors:  Marc G Chevrette; Cameron R Currie
Journal:  J Ind Microbiol Biotechnol       Date:  2018-09-29       Impact factor: 3.346

2.  Complete genome sequence of the model actinomycete Streptomyces coelicolor A3(2).

Authors:  S D Bentley; K F Chater; A-M Cerdeño-Tárraga; G L Challis; N R Thomson; K D James; D E Harris; M A Quail; H Kieser; D Harper; A Bateman; S Brown; G Chandra; C W Chen; M Collins; A Cronin; A Fraser; A Goble; J Hidalgo; T Hornsby; S Howarth; C-H Huang; T Kieser; L Larke; L Murphy; K Oliver; S O'Neil; E Rabbinowitsch; M-A Rajandream; K Rutherford; S Rutter; K Seeger; D Saunders; S Sharp; R Squares; S Squares; K Taylor; T Warren; A Wietzorrek; J Woodward; B G Barrell; J Parkhill; D A Hopwood
Journal:  Nature       Date:  2002-05-09       Impact factor: 49.962

Review 3.  Evolutionary dynamics of natural product biosynthesis in bacteria.

Authors:  Marc G Chevrette; Karina Gutiérrez-García; Nelly Selem-Mojica; César Aguilar-Martínez; Alan Yañez-Olvera; Hilda E Ramos-Aboites; Paul A Hoskisson; Francisco Barona-Gómez
Journal:  Nat Prod Rep       Date:  2019-12-11       Impact factor: 13.423

4.  The Design-Build-Test-Learn cycle for metabolic engineering of Streptomycetes.

Authors:  Christopher M Whitford; Pablo Cruz-Morales; Jay D Keasling; Tilmann Weber
Journal:  Essays Biochem       Date:  2021-07-26       Impact factor: 8.000

Review 5.  New developments in RiPP discovery, enzymology and engineering.

Authors:  Manuel Montalbán-López; Thomas A Scott; Sangeetha Ramesh; Imran R Rahman; Auke J van Heel; Jakob H Viel; Vahe Bandarian; Elke Dittmann; Olga Genilloud; Yuki Goto; María José Grande Burgos; Colin Hill; Seokhee Kim; Jesko Koehnke; John A Latham; A James Link; Beatriz Martínez; Satish K Nair; Yvain Nicolet; Sylvie Rebuffat; Hans-Georg Sahl; Dipti Sareen; Eric W Schmidt; Lutz Schmitt; Konstantin Severinov; Roderich D Süssmuth; Andrew W Truman; Huan Wang; Jing-Ke Weng; Gilles P van Wezel; Qi Zhang; Jin Zhong; Jörn Piel; Douglas A Mitchell; Oscar P Kuipers; Wilfred A van der Donk
Journal:  Nat Prod Rep       Date:  2020-09-16       Impact factor: 15.111

6.  antiSMASH 4.0-improvements in chemistry prediction and gene cluster boundary identification.

Authors:  Kai Blin; Thomas Wolf; Marc G Chevrette; Xiaowen Lu; Christopher J Schwalen; Satria A Kautsar; Hernando G Suarez Duran; Emmanuel L C de Los Santos; Hyun Uk Kim; Mariana Nave; Jeroen S Dickschat; Douglas A Mitchell; Ekaterina Shelest; Rainer Breitling; Eriko Takano; Sang Yup Lee; Tilmann Weber; Marnix H Medema
Journal:  Nucleic Acids Res       Date:  2017-07-03       Impact factor: 16.971

7.  antiSMASH 5.0: updates to the secondary metabolite genome mining pipeline.

Authors:  Kai Blin; Simon Shaw; Katharina Steinke; Rasmus Villebro; Nadine Ziemert; Sang Yup Lee; Marnix H Medema; Tilmann Weber
Journal:  Nucleic Acids Res       Date:  2019-07-02       Impact factor: 16.971

8.  Tiny Earth: A Big Idea for STEM Education and Antibiotic Discovery.

Authors:  Amanda Hurley; Marc G Chevrette; Deepa D Acharya; Gabriel L Lozano; Manuel Garavito; Jen Heinritz; Luis Balderrama; Mara Beebe; Martel L DenHartog; Kamiyah Corinaldi; Renee Engels; Alyssa Gutierrez; Orli Jona; Josephine H I Putnam; Brody Rhodes; Tiffany Tsang; Simon Hernandez; Carol Bascom-Slack; Jessamina E Blum; Paul A Price; Debra Davis; Joanna Klein; Joshua Pultorak; Nora L Sullivan; Nigel J Mouncey; Pieter C Dorrestein; Sarah Miller; Nichole A Broderick; Jo Handelsman
Journal:  mBio       Date:  2021-02-16       Impact factor: 7.867

9.  Phylogenomic Analysis of Natural Products Biosynthetic Gene Clusters Allows Discovery of Arseno-Organic Metabolites in Model Streptomycetes.

Authors:  Pablo Cruz-Morales; Johannes Florian Kopp; Christian Martínez-Guerrero; Luis Alfonso Yáñez-Guerra; Nelly Selem-Mojica; Hilda Ramos-Aboites; Jörg Feldmann; Francisco Barona-Gómez
Journal:  Genome Biol Evol       Date:  2016-07-02       Impact factor: 3.416

10.  The antimicrobial potential of Streptomyces from insect microbiomes.

Authors:  Marc G Chevrette; Caitlin M Carlson; Humberto E Ortega; Chris Thomas; Gene E Ananiev; Kenneth J Barns; Adam J Book; Julian Cagnazzo; Camila Carlos; Will Flanigan; Kirk J Grubbs; Heidi A Horn; F Michael Hoffmann; Jonathan L Klassen; Jennifer J Knack; Gina R Lewin; Bradon R McDonald; Laura Muller; Weilan G P Melo; Adrián A Pinto-Tomás; Amber Schmitz; Evelyn Wendt-Pienkowski; Scott Wildman; Miao Zhao; Fan Zhang; Tim S Bugni; David R Andes; Monica T Pupo; Cameron R Currie
Journal:  Nat Commun       Date:  2019-01-31       Impact factor: 14.919

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