AI Article Synopsis

  • Antibiotic resistance is becoming a major issue, especially with Gram-negative bacteria that have protective barriers making it hard to develop new drugs.
  • Current drug discovery methods struggle because existing chemical libraries lack compounds that can effectively penetrate these bacteria.
  • The proposed solution involves using cheminformatics to analyze chemical libraries for their potential to accumulate in Gram-negative bacteria, guiding future drug design efforts.

Article Abstract

We live in the era of antibiotic resistance, and this problem will progressively worsen if no new solutions emerge. In particular, Gram-negative pathogens present both biological and chemical challenges that hinder the discovery of new antibacterial drugs. First, these bacteria are protected from a variety of structurally diverse drugs by a low-permeability barrier composed of two membranes with distinct permeability properties, in addition to active drug efflux, making this cell envelope impermeable to most compounds. Second, chemical libraries currently used in drug discovery contain few compounds that can penetrate Gram-negative bacteria. As a result of these challenges, intensive screening campaigns have led to few successes, highlighting the need for new approaches to identify regions of chemical space that are specifically relevant to antibacterial drug discovery. Herein we provide an overview of emerging insights into this problem and outline a general approach to addressing it using prospective analysis of chemical libraries for the ability of compounds to accumulate in Gram-negative bacteria. The overall goal is to develop robust cheminformatic tools to predict Gram-negative permeation and efflux, which can then be used to guide medicinal chemistry campaigns and the design of antibacterial discovery libraries.

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Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC7897441PMC
http://dx.doi.org/10.1038/s41589-020-00674-6DOI Listing

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