Modelling antibiotic and cytotoxic isoquinoline effects in Staphylococcus aureus, Staphylococcus epidermidis and mammalian cells

Int J Med Microbiol. 2015 Jan;305(1):96-109. doi: 10.1016/j.ijmm.2014.11.006. Epub 2014 Nov 27.

Abstract

Isoquinolines (IQs) are natural substances with an antibiotic potential we aim to optimize. Specifically, IQ-238 is a synthetic analog of the novel-type N,C-coupled naphthylisoquinoline (NIQ) alkaloid ancisheynine. Recently, we developed and tested other IQs such as IQ-143. By utilizing genome-wide gene expression data, metabolic network modelling and Voronoi tessalation based data analysis - as well as cytotoxicity measurements, chemical properties calculations and principal component analysis of the NIQs - we show that IQ-238 has strong antibiotic potential for staphylococci and low cytotoxicity against murine or human cells. Compared to IQ-143, systemic effects are less pronounced. Most enzyme activity changes due to IQ-238 are located in the carbohydrate metabolism. Validation includes metabolite measurements on biological replicates. IQ-238 delineates key properties and a chemical space for a good therapeutic window. The combination of analysis methods allows suggestions for further lead development and yields an in-depth look at staphylococcal adaptation and network changes after antibiosis. Results are compared to eukaryotic host cells.

Keywords: Extreme pathway analysis; Gene expression; Infection; Metabolism; Metabolites; Principal component analysis; Voronoi tessalation.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Animals
  • Anti-Bacterial Agents / pharmacology*
  • Anti-Bacterial Agents / toxicity*
  • Cell Line
  • Computational Biology
  • Gene Expression Profiling
  • Humans
  • Isoquinolines / pharmacology*
  • Isoquinolines / toxicity*
  • Metabolic Networks and Pathways
  • Mice
  • Staphylococcus aureus / drug effects*
  • Staphylococcus epidermidis / drug effects*

Substances

  • Anti-Bacterial Agents
  • Isoquinolines
  • isoquinoline