scholarly journals Pharmacodynamic Modeling of Ciprofloxacin Resistance in Staphylococcus aureus

2005 ◽  
Vol 49 (1) ◽  
pp. 209-219 ◽  
Author(s):  
Jeffrey J. Campion ◽  
Patrick J. McNamara ◽  
Martin E. Evans
Keyword(s):  
Staphylococcus Aureus ◽  
Resistance Mechanism ◽  
Viable Count ◽  
Pharmacodynamic Modeling ◽  
Mutant Selection ◽  
High Density Culture ◽  
Low Level ◽  
Selection Window ◽  
Mutant Prevention Concentration

ABSTRACT Three pharmacodynamic models of increasing complexity, designed for two subpopulations of bacteria with different susceptibilities, were developed to describe and predict the evolution of resistance to ciprofloxacin in Staphylococcus aureus by using pharmacokinetic, viable count, subpopulation, and resistance mechanism data obtained from in vitro system experiments. A two-population model with unique growth and killing rate constants for the ciprofloxacin-susceptible and -resistant subpopulations best described the initial killing and subsequent regrowth patterns observed. The model correctly described the enrichment of subpopulations with low-level resistance in the parent cultures but did not identify a relationship between the time ciprofloxacin concentrations were in the mutant selection window (the interval between the MIC and the mutant prevention concentration) and the enrichment of these subpopulations. The model confirmed the importance of resistant variants to the emergence of resistance by successfully predicting that resistant subpopulations would not emerge when a low-density culture, with a low probability of mutants, was exposed to a clinical dosing regimen or when a high-density culture, with a higher probability of mutants, was exposed to a transient high initial concentration designed to rapidly eradicate low-level resistant grlA mutants. The model, however, did not predict or explain the origin of variants with higher levels of resistance that appeared and became the predominant subpopulation during some experiments or the persistence of susceptible bacteria in other experiments where resistance did not emerge. Continued evaluation of the present two-population pharmacodynamic model and development of alternative models is warranted.

scholarly journals Mutant Prevention Concentration of Garenoxacin (BMS-284756) for Ciprofloxacin-Susceptible or -Resistant Staphylococcus aureus

2003 ◽  
Vol 47 (3) ◽  
pp. 1023-1027 ◽  
Author(s):  
Xilin Zhao ◽  
William Eisner ◽  
Nathan Perl-Rosenthal ◽  
Barry Kreiswirth ◽  
Karl Drlica
Keyword(s):  
Staphylococcus Aureus ◽  
Treatment Time ◽  
Mutant Selection ◽  
Selective Enrichment ◽  
Drug Concentrations ◽  
Selection Window ◽  
Mutant Prevention Concentration ◽  
Resistant Mutants

ABSTRACT The new quinolone garenoxacin (BMS-284756), which lacks a C-6 fluorine, was examined for its ability to block the growth of Staphylococcus aureus. Measurement of the MIC and the mutant prevention concentration (MPC) revealed that garenoxacin was 20-fold more potent than ciprofloxacin for a variety of ciprofloxacin-susceptible isolates, some of which were resistant to methicillin. The MPC for 90% of the isolates (MPC90) was below published serum drug concentrations achieved with recommended doses of garenoxacin. These in vitro observations suggest that garenoxacin has a low propensity for selective enrichment of fluoroquinolone-resistant mutants among ciprofloxacin-susceptible isolates of S. aureus. For ciprofloxacin-resistant isolates, the MIC at which 90% of the isolates tested were inhibited was below serum drug concentrations while the MPC90 was not. Thus, for these strains, garenoxacin concentrations are expected to fall inside the mutant selection window (between the MIC and the MPC) for much of the treatment time. As a result, garenoxacin is expected to selectively enrich mutants with even lower susceptibility.

scholarly journals In Vitro Pharmacodynamic Evaluation of the Mutant Selection Window Hypothesis Using Four Fluoroquinolones against Staphylococcus aureus

2003 ◽  
Vol 47 (5) ◽  
pp. 1604-1613 ◽  
Author(s):  
Alexander A. Firsov ◽  
Sergey N. Vostrov ◽  
Irene Y. Lubenko ◽  
Karl Drlica ◽  
Yury A. Portnoy ◽  
...  
Keyword(s):  
Staphylococcus Aureus ◽  
Half Life ◽  
Dynamic Models ◽  
Daily Administration ◽  
Human Pharmacokinetics ◽  
Mutant Selection ◽  
Dosing Interval ◽  
Selection Window ◽  
Mutant Prevention Concentration

ABSTRACT To study the hypothesis of the mutant selection window (MSW) in a pharmacodynamic context, the susceptibility of a clinical isolate of methicillin-resistant Staphylococcus aureus exposed to moxifloxacin (MOX), gatifloxacin (GAT), levofloxacin (LEV), and ciprofloxacin (CIP) was tested daily by using an in vitro dynamic model that simulates human pharmacokinetics. A series of monoexponential pharmacokinetic profiles that mimic once-daily administration of MOX (half-life, 12 h), GAT (half-life, 7 h), and LEV (half-life, 6.8 h) and twice-daily administration of CIP (half-life, 4 h) provided peak concentrations (C max) that either equaled the MIC, fell between the MIC and the mutant prevention concentration (MPC) (i.e., within or “inside” the MSW), or exceeded the MPC. The respective ratios of the area under the curve (AUC) over a 24-h dosing interval (AUC24) to the MIC varied from 13 to 244 h, and the starting inoculum was 108 CFU/ml (6 × 109 CFU per 60-ml central compartment). With all four quinolones, the greatest increases in MIC were observed at those AUC24/MIC values (from 24 to 62 h) that corresponded to quinolone concentrations within the MSW over most of the dosing interval (>20%). Less-pronounced increases in MIC were associated with the smallest simulated AUC24/MIC values (15 to 16 h) of GAT and CIP, whose C max exceeded the MICs. No such increases were observed with the smallest AUC24/MIC values (13 to 17 h) of MOX and LEV, whose C max were close to the MICs. Also, less pronounced but significant increases in MIC occurred at AUC24/MIC values (107 to 123 h) that correspond to quinolone concentrations partly overlapping the MIC-to-MPC range. With all four drugs, no change in MIC was seen at the highest AUC24/MIC values (201 to 244 h), where quinolone concentrations exceeded the MPC over most of the dosing interval. These “protective” AUC24/MIC ratios correspond to 66% of the usual clinical dose of MOX (400 mg), 190% of a 400-mg dose of GAT, 220% of a 500-mg dose of LEV, and 420% of two 500-mg doses of CIP. Thus, MOX may protect against resistance development at subtherapeutic doses, whereas GAT, LEV, and CIP provide similar effects only at doses that exceed their usual clinical doses. These data support the concept that resistant mutants are selectively enriched when antibiotic concentrations fall inside the MSW and suggest that in vitro dynamic models can be used to predict the relative abilities of quinolones to prevent mutant selection.

scholarly journals Pharmacodynamic Modeling of the Evolution of Levofloxacin Resistance in Staphylococcus aureus

2005 ◽  
Vol 49 (6) ◽  
pp. 2189-2199 ◽  
Author(s):  
Jeffrey J. Campion ◽  
Philip Chung ◽  
Patrick J. McNamara ◽  
William B. Titlow ◽  
Martin E. Evans
Keyword(s):  
Staphylococcus Aureus ◽  
Limit Of Detection ◽  
Pharmacodynamic Model ◽  
Fluoroquinolone Resistance ◽  
Pharmacodynamic Modeling ◽  
Low Level ◽  
Mutant Prevention Concentration ◽  
Evolution Of Resistance ◽  
Emergence Of Resistance ◽  
Level Resistance

ABSTRACT Previously, we demonstrated the importance of low-level-resistant variants to the evolution of resistance in Staphylococcus aureus exposed to ciprofloxacin in an in vitro system and developed a pharmacodynamic model which predicted the emergence of resistance. Here, we examine and model the evolution of resistance to levofloxacin in S. aureus exposed to simulated levofloxacin pharmacokinetic profiles. Enrichment of subpopulations with mutations in grlA and low-level resistance varied with levofloxacin exposure. A regimen producing average steady-state concentrations (C avg ss) just above the MIC selected grlA mutants with up to 16-fold increases in the MIC and often additional mutations in grlA/grlB and gyrA. A regimen providing C avg ss between the MIC and the mutant prevention concentration (MPC) suppressed bacterial numbers to the limit of detection and prevented the appearance of bacteria with additional mutations or high-level resistance. Regimens producing C avg ss above the MPC appeared to eradicate low-level-resistant variants in the cultures and prevent the emergence of resistance. There was no relationship between the time concentrations remained between the MIC and the MPC and the degree of resistance or the presence or type of mutations that appeared in grlA/B or gyrA. Our pharmacodynamic model described the growth and levofloxacin killing of the parent strains and the most resistant grlA mutants in the starting cultures and correctly predicted conditions that enrich subpopulations with low-level resistance. These findings suggest that the pharmacodynamic model has general applicability for describing fluoroquinolone resistance in S. aureus and further demonstrate the importance of low-level-resistant variants to the evolution of resistance.

scholarly journals Mechanism-Based Pharmacodynamic Models of Fluoroquinolone Resistance in Staphylococcus aureus

2006 ◽  
Vol 50 (9) ◽  
pp. 2957-2965 ◽  
Author(s):  
Philip Chung ◽  
Patrick J. McNamara ◽  
Jeffrey J. Campion ◽  
Martin E. Evans
Keyword(s):  
Staphylococcus Aureus ◽  
Growth Inhibition ◽  
Fluoroquinolone Resistance ◽  
Pharmacodynamic Modeling ◽  
Common Mechanism ◽  
Maximum Effect ◽  
Parameter Estimates ◽  
High Density Culture ◽  
In Vitro System

ABSTRACT Pharmacodynamic modeling from earlier experiments in which two ciprofloxacin-susceptible Staphylococcus aureus strains and their corresponding resistant grlA mutants were exposed to a series of ciprofloxacin (J. J. Campion, P. J. McNamara, and M. E. Evans, Antimicrob. Agents Chemother. 49:209-219, 2005) and levofloxacin (J. J. Campion et al., Antimicrob. Agents Chemother. 49:2189-2199, 2005) pharmacokinetic profiles in an in vitro system indicated that the subpopulation-specific estimated maximal killing rate constants were similar for both agents, suggesting a common mechanism of action. We propose two novel pharmacodynamic models that assign mechanisms of action to fluoroquinolones (growth inhibition or death stimulation) and compare the abilities of these models and two other maximum effect models (net effect and MIC based) to describe and predict the changes in the population dynamics observed during our previous in vitro system experiments with ciprofloxacin. A high correlation between predicted and observed viable counts was observed for all models, but the best fits, as assessed by diagnostic tests, and the most precise parameter estimates were obtained with the growth inhibition and net effect models. All models, except the death stimulation model, correctly predicted that resistant subpopulations would not emerge when a high-density culture was exposed to a high initial concentration designed to rapidly eradicate low-level-resistant grlA mutants. Additional experiments are necessary to elucidate which of the proposed mechanistic models best characterizes the antibacterial effects of fluoroquinolone antimicrobial agents.

scholarly journals Synergistic Combination of Linezolid and Fosfomycin Closing Each Other’s Mutant Selection Window to Prevent Enterococcal Resistance

2021 ◽  
Vol 11 ◽  
Author(s):  
Lifang Jiang ◽  
Na Xie ◽  
Mingtao Chen ◽  
Yanyan Liu ◽  
Shuaishuai Wang ◽  
...  
Keyword(s):  
Ribosomal Proteins ◽  
Bacterial Resistance ◽  
Selection Index ◽  
Resistance Mechanism ◽  
Mutant Selection ◽  
Selection Window ◽  
Mutant Prevention Concentration ◽  
Resistant Mutants ◽  
Synergistic Combination ◽  
Selection Of

Enterococci, the main pathogens associated with nosocomial infections, are resistant to many common antibacterial drugs including β-lactams, aminoglycosides, etc. Combination therapy is considered an effective way to prevent bacterial resistance. Preliminary studies in our group have shown that linezolid combined with fosfomycin has synergistic or additive antibacterial activity against enterococci, while the ability of the combination to prevent resistance remains unknown. In this study, we determined mutant prevention concentration (MPC) and mutant selection window (MSW) of linezolid, fosfomycin alone and in combination including different proportions for five clinical isolates of Enterococcus and characterized the resistance mechanism for resistant mutants. The results indicated that different proportions of linezolid combined with fosfomycin had presented different MPCs and MSWs. Compared with linezolid or fosfomycin alone, the combination can restrict the enrichment of resistant mutants at a lower concentration. A rough positive correlation between the selection index (SI) of the two agents in combination and the fractional inhibitory concentration index (FICI) of the combination displayed that the smaller FICI of linezolid and fosfomycin, the more probable their MSWs were to close each other. Mutations in ribosomal proteins (L3 and L4) were the mechanisms for linezolid resistant mutants. Among the fosfomycin-resistant mutants, only two strains have detected the MurA gene mutation related to fosfomycin resistance. In conclusion, the synergistic combination of linezolid and fosfomycin closing each other’s MSW could effectively suppress the selection of enterococcus resistant mutants, suggesting that the combination may be an alternative for preventing enterococcal resistance. In this study, the resistance mechanism of fosfomycin remains to be further studied.

Susceptibility and PK/PD relationships of Staphylococcus aureus strains isolated from the milk of sheep and goats with clinical mastitis to five veterinary fluoroquinolones

2017 ◽  
Vol 180 (15) ◽  
pp. 376-376 ◽  
Author(s):  
J. M. Serrano-Rodríguez ◽  
C. Cárceles-García ◽  
C. M. Cárceles-Rodríguez ◽  
M. L. Gabarda ◽  
J. M. Serrano-Caballero ◽  
...  
Keyword(s):  
Staphylococcus Aureus ◽  
Inhibitory Concentration ◽  
Clinical Mastitis ◽  
The Other ◽  
Mutant Selection ◽  
Sheep And Goats ◽  
Selection Window ◽  
Mutant Prevention Concentration ◽  
Higher Doses ◽  
Selection Of

Minimum inhibitory concentration (MIC) and mutant prevention concentration (MPC) of veterinary fluoroquinolones as enrofloxacin, its metabolite ciprofloxacin, danofloxacin, difloxacin and marbofloxacin against Staphylococcus aureus strains (n=24) isolated from milk of sheep and goats affected by clinical mastitis were evaluated. The authors have used the MIC and MPC, as well as the pharmacokinetic-pharmacodynamic relationships in plasma and milk. MIC values were significantly different between drugs, unlike MPC values. Lower MIC values were obtained for danofloxacin and difloxacin, middle and higher values for enrofloxacin, ciprofloxacin and marbofloxacin. However, differences in MPC values were not found between drugs. At conventional doses, the AUC24/MIC and AUC24/MPC ratios were close to 30–80 hours and 5–30 hours, with exception of danofloxacin, in plasma and milk. The time inside the mutant selection window (TMSW) was close to 3–6 hours for enrofloxacin, ciprofloxacin and marbofloxacin, near to 8 hours for danofloxacin and 12–22 hours for difloxacin. From these data, the mutant selection window could be higher for danofloxacin and difloxacin compared with the other fluoroquinolones tested. The authors concluded that enrofloxacin and marbofloxacin, at conventional doses, could prevent the selection of bacterial subpopulations of S aureus, unlike danofloxacin and difloxacin, where higher doses could be used.

scholarly journals Pharmacodynamic evaluation of suppression of in vitro resistance in Acinetobacter baumannii strains using polymyxin B-based combination therapy

2021 ◽  
Vol 11 (1) ◽  
Author(s):  
Nayara Helisandra Fedrigo ◽  
Danielle Rosani Shinohara ◽  
Josmar Mazucheli ◽  
Sheila Alexandra Belini Nishiyama ◽  
Floristher Elaine Carrara-Marroni ◽  
...  
Keyword(s):  
Plasma Concentration ◽  
Combination Therapy ◽  
Polymyxin B ◽  
Dosage Interval ◽  
Combination Regimen ◽  
Mutant Selection ◽  
Selection Window ◽  
Mutant Prevention Concentration ◽  
Free Plasma

AbstractThe emergence of polymyxin resistance in Gram-negative bacteria infections has motivated the use of combination therapy. This study determined the mutant selection window (MSW) of polymyxin B alone and in combination with meropenem and fosfomycin against A. baumannii strains belonging to clonal lineages I and III. To evaluate the inhibition of in vitro drug resistance, we investigate the MSW-derived pharmacodynamic indices associated with resistance to polymyxin B administrated regimens as monotherapy and combination therapy, such as the percentage of each dosage interval that free plasma concentration was within the MSW (%TMSW) and the percentage of each dosage interval that free plasma concentration exceeded the mutant prevention concentration (%T>MPC). The MSW of polymyxin B varied between 1 and 16 µg/mL for polymyxin B-susceptible strains. The triple combination of polymyxin B with meropenem and fosfomycin inhibited the polymyxin B-resistant subpopulation in meropenem-resistant isolates and polymyxin B plus meropenem as a double combination sufficiently inhibited meropenem-intermediate, and susceptible strains. T>MPC 90% was reached for polymyxin B in these combinations, while %TMSW was 0 against all strains. TMSW for meropenem and fosfomycin were also reduced. Effective antimicrobial combinations significantly reduced MSW. The MSW-derived pharmacodynamic indices can be used for the selection of effective combination regimen to combat the polymyxin B-resistant strain.

scholarly journals Evolution of Ciprofloxacin-Resistant Staphylococcus aureus in In Vitro Pharmacokinetic Environments

2004 ◽  
Vol 48 (12) ◽  
pp. 4733-4744 ◽  
Author(s):  
Jeffrey J. Campion ◽  
Patrick J. McNamara ◽  
Martin E. Evans
Keyword(s):  
Staphylococcus Aureus ◽  
Antibacterial Agents ◽  
Fluoroquinolone Resistance ◽  
Resistance Mutations ◽  
Low Level ◽  
Mutant Prevention Concentration ◽  
Evolution Of Resistance ◽  
Ciprofloxacin Resistance ◽  
State Concentration

ABSTRACT The development of novel antibacterial agents is decreasing despite increasing resistance to presently available agents among common pathogens. Insights into relationships between pharmacodynamics and resistance may provide ways to optimize the use of existing agents. The evolution of resistance was examined in two ciprofloxacin-susceptible Staphylococcus aureus strains exposed to in vitro-simulated clinical and experimental ciprofloxacin pharmacokinetic profiles for 96 h. As the average steady-state concentration (C avg ss) increased, the rate of killing approached a maximum, and the rate of regrowth decreased. The enrichment of subpopulations with mutations in grlA and low-level ciprofloxacin resistance also varied depending on the pharmacokinetic environment. A regimen producing values for C avg ss slightly above the MIC selected resistant variants with grlA mutations that did not evolve to higher levels of resistance. Clinical regimens which provided values for C avg ss intermediate to the MIC and mutant prevention concentration (MPC) resulted in the emergence of subpopulations with gyrA mutations and higher levels of resistance. A regimen producing values for C avg ss close to the MPC selected grlA mutants, but the appearance of subpopulations with higher levels of resistance was diminished. A regimen designed to maintain ciprofloxacin concentrations entirely above the MPC appeared to eradicate low-level resistant variants in the inoculum and prevent the emergence of higher levels of resistance. There was no relationship between the time that ciprofloxacin concentrations remained between the MIC and the MPC and the degree of resistance or the presence or type of ciprofloxacin-resistance mutations that appeared in grlA or gyrA. Regimens designed to eradicate low-level resistant variants in S. aureus populations may prevent the emergence of higher levels of fluoroquinolone resistance.

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