International Journal of Molecular Sciences (Jan 2021)

Structure-Activity Relationship Modeling and Experimental Validation of the Imidazolium and Pyridinium Based Ionic Liquids as Potential Antibacterials of MDR <i>Acinetobacter baumannii</i> and <i>Staphylococcus aureus</i>

  • Ivan V. Semenyuta,
  • Maria M. Trush,
  • Vasyl V. Kovalishyn,
  • Sergiy P. Rogalsky,
  • Diana M. Hodyna,
  • Pavel Karpov,
  • Zhonghua Xia,
  • Igor V. Tetko,
  • Larisa O. Metelytsia

DOI
https://doi.org/10.3390/ijms22020563
Journal volume & issue
Vol. 22, no. 2
p. 563

Abstract

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Online Chemical Modeling Environment (OCHEM) was used for QSAR analysis of a set of ionic liquids (ILs) tested against multi-drug resistant (MDR) clinical isolate Acinetobacter baumannii and Staphylococcus aureus strains. The predictive accuracy of regression models has coefficient of determination q2 = 0.66 − 0.79 with cross-validation and independent test sets. The models were used to screen a virtual chemical library of ILs, which was designed with targeted activity against MDR Acinetobacter baumannii and Staphylococcus aureus strains. Seven most promising ILs were selected, synthesized, and tested. Three ILs showed high activity against both these MDR clinical isolates.

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