Literature DB >> 34787598

The confluence of big data and evolutionary genome mining for the discovery of natural products.

Marc G Chevrette1, Athina Gavrilidou2,3, Shrikant Mantri2,3,4, Nelly Selem-Mojica5, Nadine Ziemert2,3, Francisco Barona-Gómez5.   

Abstract

This review covers literature between 2003-2021The development and application of genome mining tools has given rise to ever-growing genetic and chemical databases and propelled natural products research into the modern age of Big Data. Likewise, an explosion of evolutionary studies has unveiled genetic patterns of natural products biosynthesis and function that support Darwin's theory of natural selection and other theories of adaptation and diversification. In this review, we aim to highlight how Big Data and evolutionary thinking converge in the study of natural products, and how this has led to an emerging sub-discipline of evolutionary genome mining of natural products. First, we outline general principles to best utilize Big Data in natural products research, addressing key considerations needed to provide evolutionary context. We then highlight successful examples where Big Data and evolutionary analyses have been combined to provide bioinformatic resources and tools for the discovery of novel natural products and their biosynthetic enzymes. Rather than an exhaustive list of evolution-driven discoveries, we highlight examples where Big Data and evolutionary thinking have been embraced for the evolutionary genome mining of natural products. After reviewing the nascent history of this sub-discipline, we discuss the challenges and opportunities of genomic and metabolomic tools with evolutionary foundations and/or implications and provide a future outlook for this emerging and exciting field of natural product research.

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Year:  2021        PMID: 34787598     DOI: 10.1039/d1np00013f

Source DB:  PubMed          Journal:  Nat Prod Rep        ISSN: 0265-0568            Impact factor:   13.423


  8 in total

1.  Nutrient Availability Shifts the Biosynthetic Potential of Soil-Derived Microbial Communities.

Authors:  Marc G Chevrette; Bradley W Himes; Camila Carlos-Shanley
Journal:  Curr Microbiol       Date:  2022-01-12       Impact factor: 2.188

2.  Microbiome composition modulates secondary metabolism in a multispecies bacterial community.

Authors:  Marc G Chevrette; Chris S Thomas; Amanda Hurley; Natalia Rosario-Meléndez; Kris Sankaran; Yixing Tu; Austin Hall; Shruthi Magesh; Jo Handelsman
Journal:  Proc Natl Acad Sci U S A       Date:  2022-10-10       Impact factor: 12.779

Review 3.  Targeted Large-Scale Genome Mining and Candidate Prioritization for Natural Product Discovery.

Authors:  Jessie James Limlingan Malit; Hiu Yu Cherie Leung; Pei-Yuan Qian
Journal:  Mar Drugs       Date:  2022-06-16       Impact factor: 6.085

4.  Compendium of specialized metabolite biosynthetic diversity encoded in bacterial genomes.

Authors:  Athina Gavriilidou; Satria A Kautsar; Nestor Zaburannyi; Daniel Krug; Rolf Müller; Marnix H Medema; Nadine Ziemert
Journal:  Nat Microbiol       Date:  2022-05-02       Impact factor: 30.964

5.  Bioprospecting the microbiome of Red Sea Atlantis II brine pool for peptidases and biosynthetic genes with promising antibacterial activity.

Authors:  Laila Ziko; Omnia AbdelRaheem; Marina Nabil; Ramy K Aziz; Rania Siam
Journal:  Microb Cell Fact       Date:  2022-06-02       Impact factor: 6.352

6.  Vertical Inheritance Facilitates Interspecies Diversification in Biosynthetic Gene Clusters and Specialized Metabolites.

Authors:  Alexander B Chase; Douglas Sweeney; Mitchell N Muskat; Dulce G Guillén-Matus; Paul R Jensen
Journal:  mBio       Date:  2021-11-23       Impact factor: 7.867

Review 7.  Recent advances in the chemo-biological characterization of decalin natural products and unraveling of the workings of Diels-Alderases.

Authors:  Kenji Watanabe; Michio Sato; Hiroyuki Osada
Journal:  Fungal Biol Biotechnol       Date:  2022-04-29

Review 8.  Integrated Metabolomic-Genomic Workflows Accelerate Microbial Natural Product Discovery.

Authors:  Nicole E Avalon; Alison E Murray; Bill J Baker
Journal:  Anal Chem       Date:  2022-08-22       Impact factor: 8.008

  8 in total

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