scholarly journals Pharmacokinetics-Pharmacodynamics of Pyrazinamide in a Novel In Vitro Model of Tuberculosis for Sterilizing Effect: a Paradigm for Faster Assessment of New Antituberculosis Drugs

2009 ◽  
Vol 53 (8) ◽  
pp. 3197-3204 ◽  
Author(s):  
Tawanda Gumbo ◽  
Chandima S. W. Siyambalapitiyage Dona ◽  
Claudia Meek ◽  
Richard Leff
Keyword(s):  
Monte Carlo ◽  
Monte Carlo Simulations ◽  
Pharmacokinetic Parameters ◽  
Maximal Effect ◽  
Time Curve ◽  
Time Profiles ◽  
Concentration Time ◽  
Antituberculosis Therapy ◽  
Vitro Model

ABSTRACT There are currently renewed efforts to develop drugs that could shorten the duration of antituberculosis therapy. This is best achieved by optimizing the sterilizing effect. However, the current pathway for the development of new molecules with the potential to have a sterilizing effect is inefficient. We designed an in vitro pharmacokinetic-pharmacodynamic model in which Mycobacterium tuberculosis replicating slowly at pH 5.8 was exposed to pyrazinamide by use of the concentration-time profiles encountered in patients. The sterilizing effect rates and the time to the emergence of drug resistance were examined. Daily pyrazinamide dosing for 28 days accurately achieved (i) the pyrazinamide pharmacokinetic parameters, (ii) the lack of early bactericidal activity, (iii) a sterilizing effect rate of 0.10 log10 CFU/ml per day starting on day 6 of therapy, and (iv) a time to the emergence of resistance of the from 2 to 3 weeks of monotherapy encountered in patients with tuberculosis. Next, dose-scheduling studies were performed. The sterilizing effect was linked to the pyrazinamide ratio of the area under the concentration-time curve from 0 to 24 h (AUC0-24) to the MIC (r 2 = 0.80 to 0.90), with 90% of the maximal effect being achieved by an AUC0-24/MIC of 209.08. Resistance suppression was associated with the percentage of time that the concentration persisted above the MIC (r 2 = 0.73 to 0.91). Monte Carlo simulations of 10,000 patients demonstrated that the currently recommended pyrazinamide doses (15 to 30 mg/kg of body weight/day) achieved the AUC0-24/MIC of 209.08 in the epithelial lining fluid of only 15.1 to 53.3% of patients. Doses of >60 mg/kg per day performed better. Our vitro model for the sterilizing effect, together with Monte Carlo simulations, can be used for the faster identification of the clinical doses that are needed to achieve a sterilizing effect and that can then be studied in clinical trials.

scholarly journals Development of a Population Pharmacokinetic Model for Parecoxib and Its Active Metabolite Valdecoxib after Parenteral Parecoxib Administration in Children

2012 ◽  
Vol 116 (5) ◽  
pp. 1124-1133 ◽  
Author(s):  
Bruce Hullett ◽  
Sam Salman ◽  
Sean J. O'Halloran ◽  
Deborah Peirce ◽  
Kylie Davies ◽  
...  
Keyword(s):  
Active Metabolite ◽  
Pharmacokinetic Model ◽  
Inhibitory Concentration ◽  
Prediction Interval ◽  
Cyclooxygenase 2 ◽  
Pharmacokinetic Parameters ◽  
Population Pharmacokinetic ◽  
Time Curve ◽  
Concentration Time

Background Parecoxib is a cyclooxygenase-2 selective inhibitor used in management of postoperative pain in adults. This study aimed to provide pediatric pharmacokinetic information for parecoxib and its active metabolite valdecoxib. Methods Thirty-eight children undergoing surgery received parecoxib (1 mg/kg IV to a maximum of 40 mg) at induction of anesthesia, and plasma samples were collected for drug measurement. Population pharmacokinetic parameters were estimated using nonlinear mixed effects modeling. Area under the valdecoxib concentration-time curve and time above cyclooxygenase-2 in vitro 50% inhibitory concentration for free valdecoxib were simulated. Results A three-compartment model best represented parecoxib disposition, whereas one compartment was adequate for valdecoxib. Age was linearly correlated with parecoxib clearance (5.0% increase/yr). There was a sigmoid relationship between age and both valdecoxib clearance and distribution volume. Time to 50% maturation was 87 weeks postmenstrual age for both. In simulations using allometric-based doses the 90% prediction interval of valdecoxib concentration-time curve in children 2-12.7 yr included the mean for adults given 40 mg parecoxib IV. Simulated free valdecoxib plasma concentration remained above the in vitro 50% inhibitory concentrations for more than 12 h. In children younger than 2 yr, a dose reduction is likely required due to ongoing metabolic maturation. Conclusions The final pharmacokinetic model gave a robust representation of parecoxib and valdecoxib disposition. Area under the valdecoxib concentration-time curve was similar to that in adults (40 mg), and simulated free valdecoxib concentration was above the cyclooxygenase-2 in vitro 50% inhibitory concentration for free valdecoxib for at least 12 h.

scholarly journals Antistaphylococcal Effect Related to the Area under the Curve/MIC Ratio in an In Vitro Dynamic Model: Predicted Breakpoints versus Clinically Achievable Values for Seven Fluoroquinolones

2005 ◽  
Vol 49 (7) ◽  
pp. 2642-2647 ◽  
Author(s):  
Alexander A. Firsov ◽  
Irene Y. Lubenko ◽  
Sergey N. Vostrov ◽  
Yury A. Portnoy ◽  
Stephen H. Zinner
Keyword(s):  
In Vitro Model ◽  
Therapeutic Potential ◽  
Area Under The Curve ◽  
Antimicrobial Effect ◽  
Clinical Isolates ◽  
Clinical Settings ◽  
Time Curve ◽  
Concentration Time ◽  
Vitro Model

ABSTRACT Prediction of the relative efficacies of different fluoroquinolones is often based on the ratios of the clinically achievable area under the concentration-time curve (AUC) to the MIC, usually with incorporation of the MIC50 or the MIC90 and with the assumption of antibiotic-independent patterns of the AUC/MIC-response relationships. To ascertain whether this assumption is correct, the pharmacodynamics of seven pharmacokinetically different quinolones against two clinical isolates of Staphylococcus aureus were studied by using an in vitro model. Two differentially susceptible clinical isolates of S. aureus were exposed to two 12-h doses of ciprofloxacin (CIP) and one dose of gatifloxacin (GAT), gemifloxacin (GEM), grepafloxacin (GRX), levofloxacin (LVX), moxifloxacin (MXF), and trovafloxacin (TVA) over similar AUC/MIC ranges from 58 to 932 h. A specific bacterial strain-independent AUC/MIC relationship with the antimicrobial effect (IE ) was associated with each quinolone. Based on the IE -log AUC/MIC relationships, breakpoints (BPs) that are equivalent to a CIP AUC/MIC ratio of 125 h were predicted for GRX, MXF, and TVA (75 to 78 h), GAT and GEM (95 to 103 h) and LVX (115 h). With GRX and LVX, the predicted BPs were close to those established in clinical settings (no clinical data on other quinolones are available in the literature). To determine if the predicted AUC/MIC BPs are achievable at clinical doses, i.e., at the therapeutic AUCs (AUCthers), the AUCther/MIC50 ratios were studied. These ratios exceeded the BPs for GAT, GEM, GRX, MXF, TVA, and LVX (750 mg) but not for CIP and LVX (500 mg). AUC/MIC ratios above the BPs can be considered of therapeutic potential for the quinolones. The highest ratios of AUCther/MIC50 to BP were achieved with TVA, MXF, and GEM (2.5 to 3.0); intermediate ratios (1.5 to 1.6) were achieved with GAT and GRX; and minimal ratios (0.3 to 1.2) were achieved with CIP and LVX.

scholarly journals Isoniazid Bactericidal Activity and Resistance Emergence: Integrating Pharmacodynamics and Pharmacogenomics To Predict Efficacy in Different Ethnic Populations

2007 ◽  
Vol 51 (7) ◽  
pp. 2329-2336 ◽  
Author(s):  
Tawanda Gumbo ◽  
Arnold Louie ◽  
Weiguo Liu ◽  
David Brown ◽  
Paul G. Ambrose ◽  
...  
Keyword(s):  
Bactericidal Activity ◽  
Standard Dose ◽  
Nucleotide Polymorphisms ◽  
Time Curve ◽  
Mutant Selection ◽  
Concentration Time ◽  
Antituberculosis Therapy ◽  
Selection Window ◽  
Emergence Of Resistance

ABSTRACT Isoniazid, administered as part of combination antituberculosis therapy, is responsible for most of the early bactericidal activity (EBA) of the regimen. However, the emergence of Mycobacterium tuberculosis resistance to isoniazid is a major problem. We examined the relationship between isoniazid exposure and M. tuberculosis microbial kill, as well as the emergence of resistance, in our in vitro pharmacodynamic model of tuberculosis. Since single-nucleotide polymorphisms of the N-acetyltransferase-2 gene lead to two different clearances of isoniazid from serum in patients, we simulated the isoniazid concentration-time profiles encountered in both slow and fast acetylators. Both microbial kill and the emergence of resistance during monotherapy were associated with the ratio of the area under the isoniazid concentration-time curve from 0 to 24 h (AUC0-24) to the isoniazid MIC. The time in mutant selection window hypothesis was rejected. Next, we utilized the in vitro relationship between the isoniazid AUC0-24/MIC ratio and microbial kill, the distributions of isoniazid clearance in populations with different percentages of slow and fast acetylators, and the distribution of isoniazid MICs for isonazid-susceptible M. tuberculosis clinical isolates in Monte Carlo simulations to calculate the EBA expected for ∼10,000 patients treated with 300 mg of isoniazid. For those patient populations in which the proportion of fast acetylators and the isoniazid MICs were high, the average EBA of the standard dose was ∼0.3 log10 CFU/ml/day and was thus suboptimal. Our approach, which utilizes preclinical pharmacodynamics and the genetically determined multimodal distributions of serum clearances, is a preclinical tool that may be able to predict the EBAs of various doses of new antituberculosis drugs.

scholarly journals MPC-Based Prediction of Anti-Mutant Effectiveness of Antibiotic Combinations: In Vitro Model Study with Daptomycin and Gentamicin against Staphylococcus aureus

Antibiotics ◽  
2021 ◽  
Vol 10 (10) ◽  
pp. 1148
Author(s):  
Maria V. Golikova ◽  
Elena N. Strukova ◽  
Yury A. Portnoy ◽  
Stephen H. Zinner ◽  
Alexander A. Firsov
Keyword(s):  
Staphylococcus Aureus ◽  
In Vitro Model ◽  
Combined Treatments ◽  
Time Curve ◽  
Concentration Time ◽  
Model Study ◽  
Resistant Mutants ◽  
Vitro Model ◽  
Concentration Ratios

To explore whether combined treatments with daptomycin and gentamicin can prevent the development of Staphylococcus aureus resistance, and whether the possible restriction is associated with changes in antibiotic mutant prevention concentrations (MPCs), the enrichment of daptomycin- and gentamicin-resistant mutants was studied by simulating 5-day single and combined treatments in an in vitro dynamic model. The MPCs of the antibiotics in the combination were determined at concentration ratios equal to the ratios of 24 h areas, under the concentration–time curve (AUCs) of the antibiotics, as simulated in pharmacodynamic experiments. The MPCs of both daptomycin and gentamicin decreased in the presence of each other; this led to an increase in the time when antibiotic concentrations were above the MPC (T>MPC). The increases in T>MPCs were concurrent with increases of the anti-mutant effects of the combined antibiotics. When anti-mutant effects of the antibiotics in single and combined treatments were plotted against the T>MPCs, significant sigmoid relationships were obtained. These findings suggest that (1) daptomycin–gentamicin combinations prevent the development of S. aureus resistance to each antibiotic; (2) the anti-mutant effects of antibiotic combinations can be predicted using MPCs determined at pharmacokinetic-based antibiotic concentration ratios; (3) T>MPC is a reliable predictor of the anti-mutant efficacy of antibiotic combinations.

scholarly journals Penetration of Meropenem into Epithelial Lining Fluid of Patients with Ventilator-Associated Pneumonia

2011 ◽  
Vol 55 (4) ◽  
pp. 1606-1610 ◽  
Author(s):  
T. P. Lodise ◽  
F. Sorgel ◽  
D. Melnick ◽  
B. Mason ◽  
M. Kinzig ◽  
...  
Keyword(s):  
Monte Carlo Simulation ◽  
Monte Carlo ◽  
Compartment Model ◽  
Ventilator Associated Pneumonia ◽  
Epithelial Lining ◽  
Time Data ◽  
Time Curve ◽  
Epithelial Lining Fluid ◽  
Time Profiles ◽  
Concentration Time

ABSTRACTAntibiotic penetration to the infection site is critical for obtaining a good clinical outcome in patients with ventilator-associated pneumonia (VAP). Surprisingly few studies have quantified the penetration of β-lactam agents into the lung, as measured by the ratio of area under the concentration-time curve (AUC) in epithelial lining fluid (ELF) to AUC in plasma (AUCELF/AUCplasmaratio). These have typically involved noninfected patients. This study examines the penetration and pharmacodynamics of meropenem in the ELF among patients with VAP. Meropenem plasma and ELF concentration-time data were obtained from patients in a multicenter clinical trial. Concentration-time profiles in plasma and ELF were simultaneously modeled using a three-compartment model with zero-order infusion and first-order elimination and transfer (big nonparametric adaptive grid [BigNPAG]). A Monte Carlo simulation was performed to estimate the range of ELF/plasma penetration ratios one would expect to observe in patients with VAP, as measured by the AUCELF/AUCplasmaratio. The range of AUCELF/AUCplasmapenetration ratios predicted by the Monte Carlo simulation was large. The 10th percentile of lung penetration was 3.7%, while the 90th percentile of penetration was 178%. The variability of ELF penetration is such that if relatively high ELF exposure targets are required to attain multilog kill or resistance suppression for bacteria likePseudomonas aeruginosa, then even receiving the largest licensed dose of meropenem with an optimal prolonged infusion may not result in target attainment for a substantial fraction of the population.

scholarly journals Association between Vancomycin Trough Concentration and Area under the Concentration-Time Curve in Neonates

2014 ◽  
Vol 58 (11) ◽  
pp. 6454-6461 ◽  
Author(s):  
Adam Frymoyer ◽  
Adam L. Hersh ◽  
Mohammed H. El-Komy ◽  
Shabnam Gaskari ◽  
Felice Su ◽  
...  
Keyword(s):  
Monte Carlo ◽  
Serum Creatinine ◽  
Monte Carlo Simulations ◽  
Serum Creatinine Level ◽  
Creatinine Level ◽  
Population Pharmacokinetic ◽  
Time Curve ◽  
Concentration Time ◽  
Vancomycin Trough ◽  
Trough Concentrations

ABSTRACTNational treatment guidelines for invasive methicillin-resistantStaphylococcus aureus(MRSA) infections recommend targeting a vancomycin 24-h area under the concentration-time curve (AUC0–24)-to-MIC ratio of >400. The range of vancomycin trough concentrations that best predicts an AUC0–24of >400 in neonates is not known. This understanding would help clarify target trough concentrations in neonates when treating MRSA. A retrospective chart review from a level III neonatal intensive care unit was performed to identify neonates treated with vancomycin over a 5-year period. Vancomycin concentrations and clinical covariates were utilized to develop a one-compartment population pharmacokinetic model and examine the relationships between trough and AUC0–24in the study neonates. Monte Carlo simulations were performed to examine the effect of dose, postmenstrual age (PMA), and serum creatinine level on trough and AUC0–24achievement. A total of 1,702 vancomycin concentrations from 249 neonates were available for analysis. The median (interquartile range) PMA was 39 weeks (32 to 42 weeks) and weight was 2.9 kg (1.6 to 3.7 kg). Vancomycin clearance was predicted by weight, PMA, and serum creatinine level. At a trough of 10 mg/liter, 89% of the study neonates had an AUC0–24of >400. Monte Carlo simulations demonstrated that troughs ranging from 7 to 11 mg/liter were highly predictive of an AUC0–24of >400 across a range of PMA, serum creatinine levels, and vancomycin doses. However, a trough of ≥10 mg/liter was not readily achieved in most simulated subgroups using routine starting doses. Higher starting doses frequently resulted in troughs of >20 mg/liter. A vancomycin trough of ∼10 mg/liter is likely adequate for most neonates with invasive MRSA infections based on considerations of the AUC0–24. Due to pharmacokinetic and clinical heterogeneity in neonates, consistently achieving this target vancomycin exposure with routine starting doses is difficult. More robust clinical dosing support tools are needed to help clinicians with dose individualization.

scholarly journals Fluoroquinolone Resistance in Anaerobic Bacteria following Exposure to Levofloxacin, Trovafloxacin, and Sparfloxacin in an In Vitro Pharmacodynamic Model

2001 ◽  
Vol 45 (7) ◽  
pp. 2136-2140 ◽  
Author(s):  
Gigi H. Ross ◽  
David H. Wright ◽  
Laurie Baeker Hovde ◽  
Marnie L. Peterson ◽  
John C. Rotschafer
Keyword(s):  
In Vitro Model ◽  
Anaerobic Bacteria ◽  
Pharmacodynamic Model ◽  
Fluoroquinolone Resistance ◽  
Time Curve ◽  
Development Of Resistance ◽  
Concentration Time ◽  
Vitro Model

ABSTRACT This investigation explored pharmacodynamic characteristics of fluoroquinolones against Bacteroides thetaiotamicron and the potential for development of resistance. An in vitro model was used to generate kill curves with three fluoroquinolones at various area under the concentration-time curve (AUC)/MIC ratios. Concentration-independent killing was observed. Increases in MICs were noted following exposure to fluoroquinolones at AUC/MIC ratios of 6 to 14.

scholarly journals Pharmacokinetics-Pharmacodynamics of CB-618 in Combination with Cefepime, Ceftazidime, Ceftolozane, or Meropenem: the Pharmacological Basis for a Stand-Alone β-Lactamase Inhibitor

2017 ◽  
Vol 61 (12) ◽  
Author(s):  
Paul G. Ambrose ◽  
Brian D. VanScoy ◽  
Michael Trang ◽  
Jennifer McCauley-Miller ◽  
Haley Conde ◽  
...  
Keyword(s):  
Infection Model ◽  
Time Curve ◽  
Content Type ◽  
Model Studies ◽  
Time Profiles ◽  
Concentration Time ◽  
The Right ◽  
Dosing Intervals ◽  
Lactamase Inhibitor

ABSTRACT A major challenge in treating patients is the selection of the “right” antibiotic regimen. Given that the optimal β-lactam/β-lactamase inhibitor pair is dependent upon the spectrum of β-lactamase enzymes produced and the frequency of resistance to the β-lactamase inhibitor, it might be useful if a stand-alone were available for the clinician to pair with the “right” β-lactam rather than only in a fixed combination. We describe herein a one-compartment in vitro infection model studies conducted to identify the magnitudes of the pharmacokinetic-pharmacodynamic (PK-PD) index for a β-lactamase inhibitor, CB-618, that would restore the activity of four β-lactam partner agents (cefepime, ceftazidime, ceftolozane, and meropenem) with various doses (1 or 2 g) and dosing intervals (8 or 12 h). The challenge panel included Klebsiella pneumoniae (n = 5), Escherichia coli (n = 2), and Enterobacter cloacae (n = 1) strains, which produced a wide variety of β-lactamase enzymes (AmpC, CTXM-15, KPC-2, KPC-3, FOX-5, OXA-1/30, OXA-48, SHV-1, SHV-11, SHV-27, and TEM-1). Free-drug human concentration-time profiles were simulated for each agent, and specimens were collected for drug concentration and bacterial density determinations. CB-618 restored the activity of each β-lactam partner. The magnitudes of the CB-618 ratio of the area under the concentration-time curve from 0 to 24 h to the MIC (i.e., the AUC/MIC ratio) associated with net bacterial stasis and 1- and 2-log10 CFU/ml reductions from baseline at 24 h were 11.2, 32.9, and 136.3, respectively. These data may provide a PK-PD basis for the development of a stand-alone β-lactamase inhibitor.

scholarly journals Pharmacodynamics of Voriconazole for Invasive Pulmonary Scedosporiosis

2018 ◽  
Vol 62 (5) ◽  
pp. e02516-17 ◽  
Author(s):  
Helen Box ◽  
Clara Negri ◽  
Joanne Livermore ◽  
Sarah Whalley ◽  
Adam Johnson ◽  
...  
Keyword(s):  
Monte Carlo Simulation ◽  
Monte Carlo ◽  
Drug Exposure ◽  
Complete Suppression ◽  
Scedosporium Apiospermum ◽  
Maximal Effect ◽  
Time Curve ◽  
Content Type ◽  
Wide Range

ABSTRACT Scedosporium apiospermum is a medically important fungal pathogen that causes a wide range of infections in humans. There are relatively few antifungal agents that are active against Scedosporium spp. Little is known about the pharmacodynamics of voriconazole against Scedosporium. Both static and dynamic in vitro models of invasive scedosporiosis were developed. Monoclonal antibodies that target a soluble cell wall antigen secreted by Scedosporium apiospermum were used to describe the pharmacodynamics of voriconazole. Mathematical pharmacokinetic-pharmacodynamic models were fitted to the data to estimate the drug exposure required to suppress the release of fungal antigen. The experimental results were bridged to humans using Monte Carlo simulation. All 3 strains of S. apiospermum tested invaded through the cellular bilayer of the in vitro models and liberated antigen. There was a concentration-dependent decline in the amount of antigen, with near maximal antifungal activity against all 3 strains being achieved with voriconazole at 10 mg/liter. Similarly, there was a drug exposure-dependent decline in the amount of circulating antigen in the dynamic model and complete suppression of antigen, with an area under the concentration-time curve (AUC) of approximately 80 mg · h/liter. A regression of the AUC/MIC versus the area under the antigen-time curve showed that a near maximal effect was obtained with an AUC/MIC of approximately 100. Monte Carlo simulation suggested that only isolates with an MIC of 0.5 mg/liter enabled pharmacodynamic targets to be achieved with a standard regimen of voriconazole. Isolates with higher MICs may need drug exposure targets higher than those currently recommended for other fungi.

scholarly journals Activities of Garenoxacin against Quinolone-Resistant Streptococcus pneumoniae Strains In Vitro and in a Mouse Pneumonia Model

2004 ◽  
Vol 48 (3) ◽  
pp. 765-773 ◽  
Author(s):  
E. Azoulay-Dupuis ◽  
J. P. Bédos ◽  
J. Mohler ◽  
G. Peytavin ◽  
R. Isturiz ◽  
...  
Keyword(s):  
Streptococcus Pneumoniae ◽  
Wild Type Strain ◽  
Survival Rates ◽  
Pharmacokinetic Parameters ◽  
Gram Negative Bacteria ◽  
Single Mutation ◽  
Wild Type ◽  
Time Curve ◽  
Concentration Time

ABSTRACT Garenoxacin is a novel des-F(6) quinolone with enhanced in vitro activities against both gram-positive and gram-negative bacteria. We compared the activity of garenoxacin with that of trovafloxacin (TVA) against Streptococcus pneumoniae, together with their efficacies and their capacities to select for resistant mutants, in a mouse model of acute pneumonia. In vitro, garenoxacin was more potent than TVA against wild-type S. pneumoniae and against a mutant with a single mutation (parC), a mutant with double mutations (gyrA and parC), and a mutant with triple mutations (gyrA, parC, and parE). Swiss mice were infected with 105 CFU of virulent, encapsulated S. pneumoniae strain P-4241 or its derived isogenic parC, gyrA, gyrA parC, and efflux mutants and 107 CFU of poorly virulent clinical strains carrying a parE mutation or gyrA, parC, and parE mutations. The drugs were administered six times, every 12 h, beginning at either 3 or 18 h postinfection. The pulmonary pharmacokinetic parameters in mice infected with strain P-4241 and treated with garenoxacin or TVA (25 mg/kg of body weight) were as follows: maximum concentration of drug in serum (C max; 17.3 and 21.2 μg/ml, respectively), C max/MIC ratio (288 and 170, respectively), area under the concentration-time curve (AUC; 48.5 and 250 μg · h/ml, respectively), and AUC/MIC ratio (808 and 2,000, respectively). Garenoxacin at 25 and 50 mg/kg was highly effective (survival rates, 85 to 100%) against the wild-type strain and mutants harboring a single mutation. TVA was as effective as garenoxacin against these strains. TVA at 200 mg/kg and garenoxacin at 50 mg/kg were ineffective against the mutant with the parC and gyrA double mutations and the mutant with the gyrA, parC, and parE triple mutations. The efficacy of garenoxacin was reduced only when strains bore several mutations for quinolone resistance.

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