Abstract

There are two main strategies for antibiotic discovery: target-based and phenotypic screening. The latter has been much more successful in delivering first-in-class antibiotics, despite the major bottleneck of delayed Mechanism-of-Action (MOA) identification. Although finding new antimicrobial compounds is a very challenging task, identifying their MOA has proven equally challenging. MOA identification is important because it is a great facilitator of lead optimization and improves the chances of commercialization. Moreover, the ability to rapidly detect MOA could enable a shift from an activity-based discovery paradigm towards a mechanism-based approach. This would allow to probe the grey chemical matter, an underexplored source of structural novelty. In this study we review techniques with throughput suitable to screen large libraries and sufficient sensitivity to distinguish MOA. In particular, the techniques used in chemical genetics (e.g., based on overexpression and knockout/knockdown collections), promoter-reporter libraries, transcriptomics (e.g., using microarrays and RNA sequencing), proteomics (e.g., either gel-based or gel-free techniques), metabolomics (e.g., resourcing to nuclear magnetic resonance or mass spectrometry techniques), bacterial cytological profiling, and vibrational spectroscopy (e.g., Fourier-transform infrared or Raman scattering spectroscopy) were discussed. Ultimately, new and reinvigorated phenotypic assays bring renewed hope in the discovery of a new generation of antibiotics.

Highlights

  • There are two main strategies for antibiotic discovery: target-based and phenotypic screening

  • This results in higher rates of rediscovery, which is a key challenge in natural product antibiotic discovery [5] and an inability to detect low potency candidates, which can be later modified for enhanced therapeutic efprocess fect

  • [6]. and require subsequent efforts [4]. This results in higher rates of rediscovery, which is a key challenge in natural product antibiotic discoveryis[5]

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Summary

Chemical Genetics

Chemical genetics evaluates a library of chemical compounds against a. Chemical evaluates of chemical compounds genome library, i.e., itgenetics maps the effect ofa alibrary wide set of exogenous ligands against across aa genome wide library, i.e., it maps the effect of a wide set of exogenous ligands across a wide wide set of genetic variants of cells models [18] (Figure 2A). When the exogenous ligand is ligand is an antibiotic candidate, the effect across a mutant library enlightens its MOA. High-throughput screening assays basedthe ontotal genome-wide or promoter-wide mutant libraries that are against a chemical library. The total number of genes (g) or promoters (p) considered in a screening campaign are minimized to reduce the workload, this often yields less information.

Overexpression Libraries
Knockout and Knockdown Collections
Promoter-Reporter Libraries
Transcriptomics
Hybridization Assays
The Uprising of Next-Generation Sequencing
Proteomics
Gel-Based Assays
Gel-Free Methods
Metabolomics
Nuclear Magnetic Resonance Spectroscopy
Mass Spectrometry-Based Methods
Bacterial Cytological Profiling
Vibrational Spectroscopy
Raman Scattering
Findings
Fourier-Transform Infrared Spectroscopy
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