Advantages and Challenges of Phenotypic Screens: The Identification of Two Novel Antifungal Geranylgeranyltransferase I Inhibitors

J Biomol Screen. 2016 Mar;21(3):306-15. doi: 10.1177/1087057115610488. Epub 2015 Oct 12.

Abstract

Phenotypic screens are effective starting points to identify compounds with desirable activities. To find novel antifungals, we conducted a phenotypic screen in Saccharomyces cerevisiae and identified two discrete scaffolds with good growth inhibitory characteristics. Lack of broad-spectrum activity against pathogenic fungi called for directed chemical compound optimization requiring knowledge of the molecular target. Chemogenomic profiling identified effects on geranylgeranyltransferase I (GGTase I), an essential enzyme that prenylates proteins involved in cell signaling, such as Cdc42p and Rho1p. Selection of resistant mutants against both compounds confirmed the target hypothesis and enabled mapping of the compound binding site to the substrate binding pocket. Differential resistance-conferring mutations and selective substrate competition demonstrate distinct binding modes for the two chemotypes. Exchange of the S. cerevisiae GGTase I subunits with those of Candida albicans resulted in an absence of growth inhibition for both compounds, thus confirming the identified target as well as the narrow antifungal spectrum of activity. This prenylation pathway is reported to be nonessential in pathogenic species and challenges the therapeutic value of these leads while demonstrating the importance of an integrated target identification platform following a phenotypic screen.

Keywords: HIP; HOP; functional variomics; geranylgeranyltransferase; target identification.

MeSH terms

  • Alkyl and Aryl Transferases / antagonists & inhibitors*
  • Alkyl and Aryl Transferases / chemistry
  • Alkyl and Aryl Transferases / genetics
  • Alkyl and Aryl Transferases / metabolism
  • Antifungal Agents / chemistry
  • Antifungal Agents / pharmacology*
  • Drug Discovery / methods*
  • Drug Resistance, Fungal
  • Enzyme Inhibitors / chemistry
  • Enzyme Inhibitors / pharmacology*
  • Gene Expression Profiling
  • Metabolomics / methods
  • Microbial Sensitivity Tests*
  • Models, Molecular
  • Molecular Conformation
  • Mutation
  • Protein Binding
  • Saccharomyces cerevisiae / drug effects
  • Saccharomyces cerevisiae / enzymology
  • Saccharomyces cerevisiae / genetics

Substances

  • Antifungal Agents
  • Enzyme Inhibitors
  • Alkyl and Aryl Transferases
  • geranylgeranyltransferase type-I