AI Article Synopsis

  • Microbes create diverse natural products to communicate with their surroundings, many of which are used in treating diseases.
  • Genome mining has emerged as a new method for discovering these products by analyzing genomic data, moving away from traditional approaches.
  • The Helfrich lab aims to enhance genome mining by developing computational strategies to identify unusual biosynthetic pathways, ultimately improving our understanding of microbial genomes and leading to the discovery of new metabolites.

Article Abstract

Microbes produce structurally diverse natural products to interact with their environment. Many of the biosynthetic products involved in this "metabolic small talk" have been exploited for the treatment of various diseases. As an alternative to the traditional bioactivity-guided workflow, genome mining has been introduced for targeted natural product discovery based on genome sequence information. In this commentary, we will discuss the evolution of genome mining, as well as its current limitations. The Helfrich laboratory aims to play a leading role in overcoming these limitations with the development of computational strategies to identify noncanonical biosynthetic pathways and to decipher the principles that govern the production of the associated metabolites. We will use these insights to develop algorithms for the prediction of natural product scaffolds. These studies will pave the way toward a more comprehensive understanding of the full biosynthetic repertoire encoded in microbial genomes and provide access to novel metabolites.

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Source
http://dx.doi.org/10.1128/mSystems.00846-21DOI Listing

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