Related Experiment Video
Updated: Jul 1, 2026

Antibiotic Efficacy Testing in an Ex vivo Model of Pseudomonas aeruginosa and Staphylococcus aureus Biofilms in the Cystic Fibrosis Lung
Published on: January 22, 2021
Enrichment of resistant Staphylococcus aureus at ciprofloxacin concentrations simulated within the mutant selection
Alexander A Firsov1, Maria V Smirnova, Elena N Strukova
1Department of Pharmacokinetics & Pharmacodynamics, Gause Institute of New Antibiotics, Russian Academy of Medical Sciences, 11 Bolshaya Pirogovskaya Street, Moscow 119021, Russia. firsov@dol.ru
Abstract:
Enrichment of resistant mutants at antibiotic concentrations above the minimum inhibitory concentration (MIC) but below the mutant prevention concentration (MPC), i.e. within the mutant selection window (MSW), might be dependent on the shape of the pharmacokinetic profile. To address this issue, two strains of Staphylococcus aureus were exposed to fluctuating (bolus administration) and constant (continuous infusion) concentrations of ciprofloxacin. Staphylococcus aureus ATCC 43300 and ATCC 6538 exhibiting different MPC/MIC ratios (4 and 16, respectively) were exposed to ciprofloxacin twice daily by bolus administration and continuous infusion for 3 days. With each organism and mode of administration, a series of pharmacokinetic profiles was simulated to have the same 24-h area under the concentration-time curve (AUC24) to MIC ratio. The simulated AUC24/MIC ratios were designed to provide ciprofloxacin concentrations within the MSW over most of the dosing interval (bolus administration) or over the entire dosing interval (continuous infusion). In all simulations, ciprofloxacin-resistant staphylococci were enriched in a concentration-dependent manner, i.e. the higher the AUC24/MIC, the later the onset of mutant selection and the smaller the area under the bacterial mutant curve (AUBC M). The relationships between AUC24/MIC and AUBC M were independent of the shape of the simulated pharmacokinetic profiles that corresponded to the different modes of ciprofloxacin administration. For mutants resistant to > or = 4 x MIC of ciprofloxacin, the AUC24/MIC was less predictive of the AUBC M than the AUC24/MPC ratio. This study indicates the mode of ciprofloxacin administration does not influence selection of resistant staphylococci, which is better predicted by AUC24/MPC than by AUC24/MIC.
Insights
Antibiotic administration method does not affect Staphylococcus aureus resistance enrichment. The area under the concentration-time curve to mutant prevention concentration (AUC24/MPC) ratio better predicts resistance than the AUC24 to minimum inhibitory concentration (MIC) ratio.
Area of Science:
- Microbiology
- Pharmacokinetics
- Antimicrobial Resistance
Background:
- Antibiotic resistance develops when bacteria are exposed to concentrations within the mutant selection window (MSW).
- The pharmacokinetic (PK) profile shape, whether fluctuating or constant, may influence resistance enrichment.
- Staphylococcus aureus strains with varying mutant prevention concentration (MPC) to minimum inhibitory concentration (MIC) ratios were studied.
Purpose of the Study:
- To investigate if the pharmacokinetic profile shape affects the enrichment of ciprofloxacin-resistant Staphylococcus aureus.
- To compare the predictive value of AUC24/MIC and AUC24/MPC ratios for mutant selection.
Main Methods:
- Two Staphylococcus aureus strains were exposed to ciprofloxacin via bolus administration and continuous infusion.
- Simulated pharmacokinetic profiles maintained consistent 24-h area under the concentration-time curve (AUC24) to MIC ratios.
- Bacterial enrichment was assessed across different simulated AUC24/MIC and AUC24/MPC ratios.
Main Results:
- Ciprofloxacin-resistant staphylococci were enriched in a concentration-dependent manner, irrespective of administration method.
- The relationship between AUC24/MIC and bacterial mutant growth was independent of PK profile shape.
- AUC24/MPC ratio was a better predictor of resistant mutant enrichment than AUC24/MIC for highly resistant mutants.
Conclusions:
- The mode of ciprofloxacin administration (bolus vs. continuous infusion) does not significantly influence the selection of resistant Staphylococcus aureus.
- Antibiotic exposure, specifically the AUC24/MPC ratio, is a more reliable indicator for predicting and potentially preventing the selection of resistant bacterial populations.
Related Concept Videos
Determination of Multiple Dosing Parameters: Steady-State, Minimum and Maximum Concentrations
Antibiotic Selection
Drug Accumulation During Multiple Dosing: Intermittent IV Infusions
Clinical Significance of Antibiotic Resistance
Pharmaceutical Alternatives: Stability-Related Therapeutic Nonequivalence
