Pharmacokinetic-pharmacodynamic Target Attainment Research Articles

A phase I clinical study: Evaluation of safety, tolerability, and population pharmacokinetic-pharmacodynamic target attainment analysis of etimicin sulfate among healthy chinese participants

This phase I clinical study aimed to assess the safety, tolerability, and population pharmacokinetic-pharmacodynamics (PK-PD) target attainment analysis of etimicin sulfate in healthy participants, and to provide scientific reference for further development of clinical breakpoints. A total of 24 healthy Chinese subjects were enrolled in this study and received an etimicin sulfate infusion. A population PK model was constructed for the estimation of the PK profiles of etimicin sulfate. The area under the concentration-time curve divided by the minimum inhibitory concentration (AUC0-24h/MIC) and the peak concentration divided by the MIC (Cmax/MIC) were selected as the PK/PD indices. The probability of target attainment (PTA) was calculated for each designed dosing regimen using Monte Carlo simulations. The minimum MIC value with a PTA ≥ 90% for each regimen was considered as the PK/PD cutoff values. Etimicin sulfate demonstrated safety, tolerability, and predictable PK characteristics. No deaths or serious adverse events were reported. Seven treatment-emergent adverse events (TEAEs) were reported by five participants; all TEAEs were minor and were rapidly relieved. A two-compartment model was developed and validated for describing the PK features of etimicin sulfate among Chinese healthy participants. The diagnostic goodness-of-fit plots and visual predictive check plots showed that this developed model could describe these data well. The PTA results showed that etimicin sulfate provided clinical improvement against strains with an MIC of 0.5-1 mg/L and below, and antibacterial effect against strains with an MIC of 0.25 mg/L and below. However, etimicin sulfate had limited clinical efficacy for clinical isolates with MIC values > 1 mg/L.

Pharmacokinetic-Pharmacodynamic Target Attainment Analyses Evaluating Omadacycline Dosing Regimens for the Treatment of Patients with Community-Acquired Bacterial Pneumonia Arising from Streptococcus pneumoniae and Haemophilus influenzae.

Omadacycline, a novel aminomethylcycline with in vitro activity against Gram-positive and -negative organisms, including Streptococcus pneumoniae and Haemophilus influenzae, is approved in the United States to treat patients with community-acquired bacterial pneumonia (CABP). Using nonclinical pharmacokinetic-pharmacodynamic (PK-PD) targets for efficacy and in vitro surveillance data for omadacycline against S. pneumoniae and H. influenzae, and a population pharmacokinetic model, PK-PD target attainment analyses were undertaken using total-drug epithelial lining fluid (ELF) and free-drug plasma exposures to evaluate omadacycline 100 mg intravenously (i.v.) every 12 h or 200 mg i.v. every 24 h (q24h) on day 1, followed by 100 mg i.v. q24h on day 2 and 300 mg orally q24h on days 3 to 5 for patients with CABP. Percent probabilities of PK-PD target attainment on days 1 and 2 by MIC were assessed using the following four approaches for selecting PK-PD targets: (i) median, (ii) second highest, (iii) highest, and (iv) randomly assigned total-drug ELF and free-drug plasma ratio of the area under the concentration-time curve to the MIC (AUC/MIC ratio) targets associated with a 1-log10 CFU reduction from baseline. Percent probabilities of PK-PD target attainment based on total-drug ELF AUC/MIC ratio targets on days 1 and 2 were ≥91.1% for S. pneumoniae for all approaches but the highest target and ≥99.2% for H. influenzae for all approaches at MIC90s (0.12 and 1 μg/mL for S. pneumoniae and H. influenzae, respectively). Lower percent probabilities of PK-PD target attainment based on free-drug plasma AUC/MIC ratio targets were observed for randomly assigned and the highest free-drug plasma targets for S. pneumoniae and for all targets for H. influenzae. These data provided support for approved omadacycline dosing regimens to treat patients with CABP and decisions for the interpretive criteria for the in vitro susceptibility testing of omadacycline against these pathogens.

Pharmacokinetic-Pharmacodynamic Target Attainment Analyses as Support for Meropenem-Vaborbactam Dosing Regimens and Susceptibility Breakpoints.

Meropenem-vaborbactam is a fixed-dose beta-lactam/beta-lactamase inhibitor with potent in vitro and in vivo activity against Klebsiella pneumoniae carbapenemase (KPC)-producing Enterobacterales. Pharmacokinetic-pharmacodynamic (PK-PD) target attainment analyses were undertaken using population pharmacokinetic models, nonclinical PK-PD targets for efficacy, in vitro surveillance data, and simulation to provide support for 2 g meropenem-2 g vaborbactam every 8 h (q8h) administered as a 3-h intravenous (i.v.) infusion, and dosing regimens adjusted for patients with renal impairment. Simulated patients varying by renal function measure (estimated glomerular filtration rate [eGFR], mL/min/1.73 m2 and absolute eGFR, mL/min) and resembling the clinical trial population (complicated urinary tract infection, including acute pyelonephritis) were generated. The PK-PD targets for meropenem, the percentage of time on day 1 that free-drug plasma concentrations were above the MIC (%T>MIC), and vaborbactam, the ratio of free-drug plasma area under the concentration-time curve (AUC) on day 1 to the MIC (AUC:MIC ratio), were calculated. Percent probabilities of achieving meropenem free-drug plasma %T>MIC and vaborbactam free-drug plasma AUC:MIC ratio targets were assessed. MIC distributions for Enterobacterales, KPC-producing Enterobacterales, and Pseudomonas aeruginosa were considered as part of an algorithm to assess PK-PD target attainment. For assessments of free-drug plasma PK-PD targets associated with a 1-log10 CFU reduction from baseline, percent probabilities of PK-PD target attainment ranged from 81.3 to 100% at meropenem-vaborbactam MIC values of 4 or 8 μg/mL among simulated patients. The results of these PK-PD target attainment analyses provide support for a dosing regimen of 2 g meropenem-2 g vaborbactam q8h administered as a 3-h i.v. infusion, with dosing regimens adjusted for patients with renal impairment and a meropenem-vaborbactam susceptibility breakpoint of ≤8 μg/mL (tested with a fixed vaborbactam concentration of 8 μg/mL) for Enterobacterales and P. aeruginosa based on these dosing regimens.

Assessment of Antibiotic Pharmacokinetics, Molecular Biomarkers and Clinical Status in Critically Ill Adults Diagnosed with Community-Acquired Pneumonia and Receiving Intravenous Piperacillin/Tazobactam and Hydrocortisone over the First Five Days of Intensive Care: An Observational Study (STROBE Compliant).

Severe community-acquired pneumonia (CAP) is a condition that frequently requires intensive care and, eventually, can cause to death. Piperacillin/tazobactam antibiotic therapy is employed as an empiric intravenous regimen, in many cases supplemented with intravenous bolus hydrocortisone treatment. The individual and condition-dependent pharmacokinetic properties of these drugs may lead to therapeutic failure. The impact of systemic inflammation, as well as of hydrocortisone on the altered pharmacokinetics of piperacillin is largely unknown. The protocol of a clinical study aimed at the characterization of the pharmacokinetics of piperacillin and tazobactam and its association with the concentrations of inflammatory markers and adrenal steroids during CAP therapy will be investigated in up to 40 critically ill patients. The serum concentrations of piperacillin and tazobactam, cortisol, cortisone, corticosterone and 11-deoxycortisol and interleukin-6 levels, as well as routine clinical chemistry and hematology parameters will be monitored from the beginning of treatment for up to five days. Nonparametric population pharmacokinetic modeling and Monte-Carlo simulations will be performed to make estimates of the pharmacokinetics of piperacillin and tazobactam and the probability of pharmacokinetic-pharmacodynamic target attainment. The observed individual characteristics and changes will be correlated with clinical and laboratory findings. The protocol of the observational study will be designed following the STROBE guideline.

Population Pharmacokinetic-Pharmacodynamic Target Attainment Analysis of Flomoxef in the Serum and Liver Tissue of Patients Undergoing Hepatic Resection.

The purpose of this study was to investigate the population pharmacokinetics of prophylactic flomoxef based on serum and liver tissue concentrations and to demonstrate a pharmacodynamic target concentration in the serum and liver tissue exceeding the MIC in order to design an effective dosing regimen. Serum samples (n = 210) and liver tissue samples (n = 29) from 43 individuals were analyzed using a nonlinear mixed-effects model. The pharmacodynamics index target value was regarded as the probability of maintaining flomoxef serum trough and liver tissue concentrations exceeding the MIC90 values, 0.5 mg/L and 1.0 mg/L, for Escherichia coli and methicillin-susceptible Staphylococcus aureus, respectively. The final population pharmacokinetic model was a two-compartment model with linear elimination. Creatinine clearance (CLCR) was identified as a significant covariate influencing total clearance when CLCR was less than 60 mL/min. The probability of achieving concentrations in the serum and liver tissue exceeding the MIC90 for E. coli or methicillin-susceptible S. aureus for a 1 g bolus dose was above 90% at 2 h after the initial dose. Our findings suggest that population pharmacokinetic parameters are helpful for evaluating flomoxef pharmacokinetics and determining intraoperative flomoxef redosing intervals.

Model-Based Approach for Optimizing Ceftobiprole Dosage in Pediatric Patients.

ABSTRACTCeftobiprole is an advanced-generation cephalosporin for intravenous administration with activity against Gram-positive and Gram-negative organisms. A population pharmacokinetic (PK) model characterizing the disposition of ceftobiprole in plasma using data from patients in three pediatric studies was developed. Model-based simulations were subsequently performed to assist in dose optimization for the treatment of pediatric patients with hospital-acquired or community-acquired pneumonia. The population PK data set comprised 518 ceftobiprole plasma concentrations from 107 patients from 0 (birth) to 17 years of age. Ceftobiprole PK was well described by a three-compartment model with linear elimination. Ceftobiprole clearance was modeled as a function of glomerular filtration rate; other PK parameters were scaled to body weight. The final population PK model provided a robust and reliable description of the PK of ceftobiprole in the pediatric study population. Model-based simulations using the final model suggested that a ceftobiprole dose of 15 mg/kg of body weight infused over 2 h and administered every 12 h in neonates and infants <3 months of age or every 8 h in older pediatric patients would result in a ceftobiprole exposure consistent with that in adults and good pharmacokinetic-pharmacodynamic target attainment. The dose should be reduced to 10 mg/kg every 12 h in neonates and infants <3 months of age who weigh <4 kg to avoid high exposures. Extended intervals and reduced doses may be required for pediatric patients older than 3 months of age with renal impairment.

Which Analysis Approach Is Adequate to Leverage Clinical Microdialysis Data? A Quantitative Comparison to Investigate Exposure and Response Exemplified by Levofloxacin

PurposeSystematic comparison of analysis methods of clinical microdialysis data for impact on target-site drug exposure and response.Methods39 individuals received a 500 mg levofloxacin short-term infusion followed by 24-h dense sampling in plasma and microdialysate collection in interstitial space fluid (ISF). ISF concentrations were leveraged using non-compartmental (NCA) and compartmental analysis (CA) via (ii) relative recovery correction at midpoint of the collection interval (midpoint-NCA, midpoint-CA) and (ii) dialysate-based integrals of time (integral-CA). Exposure and adequacy of community-acquired pneumonia (CAP) therapy via pharmacokinetic/pharmacodynamic target-attainment (PTA) analysis were compared between approaches.ResultsIndividual AUCISF estimates strongly varied for midpoint-NCA and midpoint-CA (≥52.3%CV) versus integral-CA (≤32.9%CV) owing to separation of variability in PK parameters (midpoint-CA = 46.5%–143%CVPK, integral-CA = 26.4%–72.6%CVPK) from recovery-related variability only in integral-CA (41.0%–50.3%CVrecovery). This also led to increased variability of AUCplasma for midpoint-CA (56.0%CV) versus midpoint-NCA and integral-CA (≤33.0%CV), and inaccuracy of predictive model performance of midpoint-CA in plasma (visual predictive check). PTA analysis translated into 33% of evaluated patient cases being at risk of incorrectly rejecting recommended dosing regimens at CAP-related epidemiological cut-off values.ConclusionsIntegral-CA proved most appropriate to characterise clinical pharmacokinetics- and microdialysis-related variability. Employing this knowledge will improve the understanding of drug target-site PK for therapeutic decision-making.

Impact of Loading Dose of Caspofungin in Pharmacokinetic-Pharmacodynamic Target Attainment for Severe Candidiasis Infections in Patients in Intensive Care Units: the CASPOLOAD Study.

This study evaluated the impact of a high loading dose of caspofungin (CAS) on the pharmacokinetics of CAS and the pharmacokinetic-pharmacodynamic (PK-PD) target attainment in patients in intensive care units (ICU). ICU patients requiring CAS treatment were prospectively included to receive a 140-mg loading dose of CAS. Plasma CAS concentrations (0, 2, 3, 5, 7, and 24 h postinfusion) were determined to develop a two-compartmental population PK model. A Monte Carlo simulation was performed and the probabilities of target attainment (PTAs) were computed using previously published MICs. PK-PD targets were ratios of area under the concentration-time curve from 0 to 24 h (AUC0-24h) divided by the MIC (AUC0-24h/MIC) of 250, 450, and 865 and maximal concentration (Cmax) divided by the MIC (Cmax/MIC) of 5, 10, 15, and 20. Among 13 included patients, CAS clearance was 0.98 ± 0.13 liters/h and distribution volumes were V1 = 9.0 ± 1.2 liters and V2 = 11.9 ± 2.9 liters. Observed and simulated CAS AUC0-24h were 79.1 (IQR 55.2; 108.4) and 81.3 (IQR 63.8; 102.3) mg · h/liter during the first 24 h of therapy, which is comparable to values usually observed in ICU patients at day 3 or later. PTAs were >90% for MICs of 0.19 and 0.5 mg/liter, considering AUC/MIC = 250 and Cmax/MIC = 10 as PK-PD targets, respectively. Thus, a high loading dose of CAS (140 mg) increased CAS exposure in the first 24 h of therapy, allowing early achievement of PK-PD targets for most Candida strains. Such a strategy seems to improve treatment efficacy, though further studies are needed to assess the impact on clinical outcomes. (This study has been registered at ClinicalTrials.gov under identifier NCT02413892.).

Time for Precision: A World Without Susceptibility Breakpoints.

Interpretive criteria for in vitro susceptibility testing criteria, “susceptibility breakpoints,” underpin the evaluation and selection of antimicrobial regimens. However, despite their strengths, susceptibility breakpoints are a relatively blunt instrument employed to address an extremely complex question—what is the likelihood of treatment success for individual patients? With regard to evaluating patients on a case-by-case basis, breakpoints merely allow us to account for pathogen susceptibility. This approach precludes consideration of drug exposures achieved in patients, thus overlooking half of the equation for predicting treatment success. Herein, we propose the framework for considering both pathogen- and patient-specific information to provide clinicians a means of evaluating antimicrobial regimens for individual patients through tools automating pharmacokinetic-pharmacodynamic target attainment analyses. Implementing these tools along with their acceptance by professional organizations will allow for a shift in the paradigm for how antimicrobials are selected and dosed—toward patient-centered care through precision medicine.

Overcoming the Resistance Hurdle: Pharmacokinetic-Pharmacodynamic Target Attainment Analyses for Rezafungin (CD101) against Candida albicans and Candida glabrata.

ABSTRACTRezafungin (CD101) is a novel echinocandin antifungal agent with activity against Aspergillus and Candida species, including azole- and echinocandin-resistant isolates. The objective of these analyses was to conduct pharmacokinetic (PK)-pharmacodynamic (PD) target attainment analyses to evaluate single and once-weekly rezafungin dosing to provide dose selection support for future clinical studies. Using a previously developed rezafungin population PK model, Monte Carlo simulations were conducted utilizing the following three intravenous rezafungin regimens: (i) a single 400 mg dose, (ii) 400 mg for week 1 followed by 200 mg weekly for 5 weeks, and (iii) 400 mg weekly for 6 weeks. Percent probabilities of achieving the nonclinical PK-PD targets associated with net fungal stasis and 1-log10 CFU reductions from baseline for Candida albicans and Candida glabrata were calculated for each rezafungin regimen. At the MIC90 for C. albicans and C. glabrata, a single 400 mg dose of rezafungin achieved probabilities of PK-PD target attainment of ≥90% through week 3 of therapy for all PK-PD targets evaluated. When evaluating the multiple-dose (i.e., weekly) regimens under these conditions, percent probabilities of PK-PD target attainment of 100% were achieved through week 6. Moreover, high (>90%) probabilities of PK-PD target attainment were achieved through week 6 following administration of the weekly regimens at or above the MIC100 values for C. albicans and C. glabrata based on contemporary in vitro surveillance data. These analyses support the use of single and once-weekly rezafungin regimens for the treatment of patients with candidemia and/or candidiasis due to C. albicans or C. glabrata.

Getting it Right the First Time: Relating Pharmacokinetic-Pharmacodynamic Target Attainment and Patient Outcomes

BackgroundThe importance of delivering appropriate therapy to patients at the onset of treatment is well established. However, this goal is easier said than done given the complexity and uniqueness of each patient case. Nonetheless, treatment decisions driven by pharmacokinetic-pharmacodynamic (PK-PD) can account for patient variability and assist in selecting patient-specific therapies. Using data obtained from electronic decision support software (EDSS), we evaluated the relationship between the probability of PK-PD target attainment (PTA) and patient outcomes.MethodsData obtained over a 20-month period from an EDSS were evaluated and included: (1) patient demographics; (2) infection type; (3) pathogen; (4) clinician-selected antimicrobials; (4) pathogen susceptibility; (5) clinician-provided early and late outcomes. Data calculated by the EDSS included the PTA for all evaluated antimicrobial regimens. Using logistic regression, relationships between the probability of PTA and clinical improvement and clinical success at 48 hours and Days 7–10, respectively, were assessed.ResultsData for 121 patient cases with various infection types were available. The most common pathogens reported were MRSA (14.9%) and K. pneumoniae (14.9%). Overall, 76.3% of patients demonstrated clinical improvement at 48 hours while 70.3% of patients demonstrated clinical success at Days 7–10. Based on the relationship between the probability of PTA and clinical improvement at 48 hours (Figure 1), for every 10% increase in PTA, patients were 1.74 times more likely to demonstrate clinical improvement (OR [95% CI] 1.74 [1.28–2.37], P < 0.001). At Days 7–10 (Figure 2), patients were 1.82 times more likely to have a successful response (OR [95% CI] 1.82 [1.29–2.58], p < 0.001). Based on these relationships, the predicted percent probability of a positive outcome at 48 hours and Days 7–10 for an initial treatment regimen with PTA of 90% was 77.2% and 76.1%, respectively.ConclusionStatistically significant positive relationships between PTA and clinical outcomes at 48 hours and Days 7–10 were identified. These data demonstrate the value of PK-PD in dosing regimen selection and provide a path toward delivering appropriate initial therapy to optimize patient outcomes.Disclosures S. M. Bhavnani, ICPD Technologies: Shareholder, stock options; C. M. Rubino, ICPD Technologies: Shareholder, stock options; P. G. Ambrose, ICPD Technologies: Shareholder, stock options

Pharmacokinetic-Pharmacodynamic Target Attainment Analysis to Support VL-2397 Dose Selection for a Phase 2 Trial in Patients with Invasive Aspergillosis

BackgroundVL-2397 is a novel antifungal agent in clinical development for treatment of invasive aspergillosis (IA). The analysis objectives were to: 1) develop a population PK model using data from a Phase 1 trial in healthy adult volunteers, 2) define the PK-PD driver of efficacy in a mouse model of IA, and 3) conduct PK-PD target attainment analyses to aid in Phase 2 dose selection for patients with IA.MethodsData from two studies were used: a dose fractionation study in a mouse model of IA and a Phase 1 study in healthy adult volunteers receiving single- and multiple-ascending doses of intravenous (IV) VL-2397 ranging from 3 mg to 1200 mg daily. Mouse lung fungal burden (LFB) measured on Day 4 after infection with Aspergillus fumigatus FP1305 (MIC of 1 µg/mL) was used to assess the predictive value of three measures of VL-2397 exposure: total-drug AUC0-24:MIC (tAUC0-24:MIC), total-drug Cmax:MIC, and total-drug %T>MIC; total drug was used because serum protein binding is similar in mice and humans. A population PK model for VL-2397 in humans was developed in NONMEM v7.1.2 and formed the basis of Monte Carlo simulations. The model was also fit to mouse PK data to estimate the VL-2397 exposure in mice.ResultsVL-2397 concentration-time data in humans revealed nonlinear PK behavior consistent with highly-bound compounds. A robust fit to the data was obtained using a two-compartment model with linear elimination and concentration-dependent binding in both central and peripheral compartments. The results of the dose fractionation study suggested that tAUC0-24:MIC was the most predictive (r2 = 0.713) driver of efficacy, with a value of 21.8 on Day 1 associated with a 2-log reduction in LFB on Day 4. Comparisons of the simulated VL-2397 tAUC0-24:MIC on Day 1 in humans receiving daily dosing regimens of 300 mg, 600 mg, and 900 mg of VL-2397 to the 2-log target (figure) suggested that a dose of 600 mg Q24 would provide robust (99.9%) PK-PD target attainment up to an A. fumigatus MIC of 2 µg/mL.ConclusionThe PK-PD driver of efficacy for VL-2397 was tAUC0-24:MIC and a value of 21.8 was associated with a 2-log reduction in LFB in a mouse model of IA. PK-PD target attainment assessments indicate that a VL-2397 dose of 600 mg IV Q24 will provide adequate target attainment up to an MIC of 2 µg/mL.Disclosures C. M. Rubino, Vical Incorporated: Consultant, Consulting fee; L. R. Smith, Vical Incorporated: Employee, Salary and Stock Options; M. P. Mammen, Vical Incorporated: Employee, Salary and Stock Options; A. M. Hopkins, Vical Incorporated: Employee, Salary and Stock Options; E. A. Lakota, Vical Incorporated: Consultant, Consulting fee; S. M. Sullivan, Vical Incorporated: Employee, Salary and Stock Options

Pharmacokinetic/pharmacodynamic analysis to evaluate ceftaroline fosamil dosing regimens for the treatment of community-acquired bacterial pneumonia and complicated skin and skin-structure infections in patients with normal and impaired renal function

In this study, the probability of pharmacokinetic/pharmacodynamic target attainment (PTA) of ceftaroline against clinical isolates causing community-acquired bacterial pneumonia (CABP) and complicated skin and skin-structure infection (cSSSI) in Europe was evaluated. Three dosing regimens were assessed: 600mg every 12h (q12h) as a 1-h infusion (standard dose) or 600mg every 8h (q8h) as a 2-h infusion in virtual patients with normal renal function; and 400mg q12h as a 1-h infusion in patients with moderate renal impairment. Pharmacokinetic and microbiological data were obtained from the literature. The PTA and the cumulative fraction of response (CFR) were calculated by Monte Carlo simulation. In patients with normal renal function, the ceftaroline standard dose (600mg q12h as a 1-h infusion) can be sufficient to treat CABP due to ceftazidime-susceptible (CAZ-S) Escherichia coli, CAZ-S Klebsiella pneumoniae, meticillin-susceptible Staphylococcus aureus, Streptococcus pneumoniae, Haemophilus influenzae and Moraxella catarrhalis (CFR>90%). However, against meticillin-resistant S. aureus (MRSA), the CFR was 72%. In cSSSI, the CFR was also <80% for MRSA. Administration of ceftaroline 600mg q8h as a 2-h infusion or 400mg q12h as a 1-h infusion in patients with moderate renal insufficiency provided a high probability of treatment success (CFR ca. 100%) for most micro-organisms causing CABP and cSSSI, including MRSA and penicillin-non-susceptible S. pneumoniae. These results suggest that in patients with normal renal function, ceftaroline 600mg q8h as a 2-h infusion may be a better option than the standard dose, especially if the MRSA rate is high.

Population pharmacokinetic-pharmacodynamic target attainment analysis of sulbactam in patients with impaired renal function: dosing considerations for Acinetobacter baumannii infections.

This study aimed to perform a pharmacokinetic (PK)-pharmacodynamic (PD) target attainment analysis of sulbactam against Acinetobacter baumannii in patients with impaired renal function. The PK data (188 plasma samples and 27 urine samples) were modeled simultaneously. The mean population parameters were CLr (l/h) = 0.0792 × CLcr (ml/min), CLnr (l/h) = 2.35, Vc (l) = 12.2, Q (l/h) = 4.68 and Vp (l) = 4.44, where CLr and CLnr are the renal and non-renal clearances, Vc and Vp are the distribution volumes of the central and peripheral compartments and Q is intercompartmental clearance. The creatinine clearance (CLcr) was the most significant covariate. The determined MIC of sulbactam against A. baumannii clinical isolates (n = 27) was 0.75-6.0 μg/ml with MIC50 and MIC90 of 1 and 4 μg/ml, respectively. For sulbactam regimens, a Monte Carlo simulation estimated the probabilities of attaining the bactericidal target (60% of the time above the MIC) and determined the PK-PD breakpoints (the highest MICs at which the probabilities were 90% or more). In a patient with a CLcr of 15 ml/min, a regimen of 1 g twice daily achieved a 90% or more probability against the A. baumannii isolate population; however, 2 g four times daily was needed for a 90% or more probability in a patient with a CLcr of 90 ml/min. The results of the PK-PD target attainment analysis are useful when choosing the sulbactam regimen based on the CLcr of the patient and the susceptibility of A. baumannii. UMIN000007356.

Optimisation of imipenem regimens in patients with impaired renal function by pharmacokinetic-pharmacodynamic target attainment analysis of plasma and urinary concentration data

In this study, a pharmacokinetic-pharmacodynamic (PK-PD) target attainment analysis of imipenem (IPM) in patients with impaired renal function was conducted. IPM (500mg) was administered via a 0.5-h or 1-h infusion to 27 patients with varying renal function. A population PK model was developed by simultaneously fitting plasma and urinary concentration data. A two-compartment model adequately described IPM pharmacokinetics, and creatinine clearance (CLCr) was identified as the most significant covariate. A PK-PD simulation predicted the probabilities of attaining the target in plasma [40% of the time above the minimum inhibitory concentration (MIC)] and defined the PK-PD breakpoints (the highest MICs at which the probabilities were ≥90%). In a patient with a CLCr of 90mL/min, prolongation of infusion time (from 0.5h to 1.5h) increased the PK-PD breakpoint from 1μg/mL to 2μg/mL with a 500mg dose every 8h (q8h) and from 2μg/mL to 4μg/mL with a 500mg dose every 6h (q6h). Meanwhile, in a patient with a CLCr of 20mL/min, the PK-PD breakpoints for both 0.5-h and 1.5-h infusions were 1μg/mL with a 250mg dose every 12h (q12h), 2μg/mL with a 250mg dose q8h and a 500mg dose q12h, and 4μg/mL with a 250mg dose q6h. These results indicate that a shorter dosing interval is beneficial in patients with impaired renal function as it results in greater PK-PD breakpoints and a reduction in excessive maximum plasma concentrations. These results help to optimise IPM regimens, particularly in patients with impaired renal function.

Use of a clinically derived exposure–response relationship to evaluate potential tigecycline-Enterobacteriaceae susceptibility breakpoints

Potential tigecycline-Enterobacteriaceae susceptibility breakpoints were evaluated using 2 approaches, which differed in the nature of the probabilities assessed by MIC value. Using a previously derived tigecycline population pharmacokinetic model and Monte Carlo simulation, a probability density function of steady-state area under the concentration–time curve for 24 h (AUC SS(0-24)) values for 9999 patients was generated. AUC SS(0-24) values were divided by clinically relevant fixed MIC values to derive AUC SS(0-24)/MIC ratios, which were used to calculate the clinical response expectation by MIC value based upon a logistic regression model for efficacy (1st approach). For the 2nd approach, the probability of pharmacokinetic–pharmacodynamic (PK-PD) target attainment was calculated as the proportion of patients with AUC SS(0-24)/MIC ratios greater than the threshold value of 6.96, the PK-PD target associated with optimal clinical response. Probabilities of clinical response and PK-PD target attainment were poorly correlated at MIC values >0.25 mg/L. For instance, the median probability of clinical success was 0.76, whereas the probability of PK-PD target attainment was 0.27 at an MIC value of 1 mg/L, suggesting that the probability of PK-PD target attainment metrics underestimates the clinical performance of tigecycline at higher MIC values.

Meropenem Pharmacokinetics, Pharmacodynamics, and Monte Carlo Simulation in the Neonate

Hospitalized neonates are exposed to antibiotic-resistant bacterial pathogens and develop nosocomial infections. Limited data are available regarding the neonatal pharmacokinetics of meropenem, a broad spectrum carbapenem antibiotic. Neonates <2 months of age received a single dose of meropenem at 10 or 20 mg/kg. Meropenem serum concentrations were measured at specified times during the 24 hours postinfusion. Population pharmacokinetics (PPK) were evaluated using NONMEM. Using Monte Carlo simulation (MCS), the probability of pharmacokinetic-pharmacodynamic target attainment was evaluated by computer modeling from predictions extrapolated from PPK data, using "virtual" dosing regimens of 10, 20, and 40 mg/kg administered every 8 or 12 hours against community- and hospital-acquired pathogens. Thirty-seven neonates were enrolled, 22 were born at <36 weeks (range, 23-41 weeks) gestational age. Meropenem clearance was greater in neonates with older chronologic ages and in those born at later gestational ages. Serum creatinine and postconceptional age (PCA) were the best overall predictors of meropenem elimination: CL (L/h/kg) = 0.041 + 0.040/SCr + 0.003 x (PCA-35). MCS demonstrated that in infants during the first 2 weeks of life, a dosage of 20 mg/kg/dose every 8 hours achieved the desired PD target in 95% of preterm neonates and 91% of term neonates against Pseudomonas aeruginosa isolated from patients managed in adult and pediatric intensive care units in the United States. MCS based on PPK determinations demonstrated that a meropenem dose of 20 mg/kg every 8 hours should provide adequate therapy for most nosocomial Gram-negative pathogens.

Pharmacokinetic-pharmacodynamic target attainment analysis of cefozopran in Japanese adult patients

This study aimed to perform a pharmacokinetic-pharmacodynamic (PK-PD) target attainment analysis to create a dosing strategy for cefozopran in Japanese adult patients. A total of 145 plasma concentration samples from 32 adult patients were used for a population pharmacokinetic modeling and Monte Carlo simulation to assess the probability of attaining the PK-PD target (70% of the time above the minimum inhibitory concentration for the bacterium). The final population pharmacokinetic model was based on a two-compartment model, and creatinine clearance (Cl(cr)) and body weight (BW) were the most significant covariates: Cl(l/h) = 0.0263 x Cl(cr) + 1.49, V (c)(l) = 0.185 x BW(0.931), Q(l/h) = 4.55, V (p)(l) = 5.86, where Cl is the clearance, V (c) is the volume of distribution of the central compartment, Q is the intercompartmental clearance, and V (p) is the volume of distribution of the peripheral compartment. The Monte Carlo simulation demonstrated that 1 g q 12 h achieved a PK-PD target attainment probability of > or =85% against Escherichia coli, Klebsiella pneumoniae, and Streptococcus pneumoniae isolates. However, against Haemophilus influenzae and Pseudomonas aeruginosa isolates, 1 g q 8 h and (2 g, 1 g, 1 g) q 8 h were required to achieve a high probability, which value varied with the Cl(cr) and BW of the patient. These results provide a PK-PD-based strategy for tailoring cefozopran regimens in Japanese adult patients.

Monte Carlo Simulation in the Evaluation of Susceptibility Breakpoints: Predicting the Future: Insights from the Society of Infectious Diseases Pharmacists

Appropriate treatment with antimicrobials involves factors we cannot control. Factors such as interpatient variability in drug exposure, the minimum inhibitory concentration (MIC) of the infecting pathogen, and the patient's clinical status clearly affect the therapeutic response. Despite these uncertainties, we can estimate the probability of attaining a successful therapeutic outcome in the context of factors that are within our control. Chief among these are drug, dose, and the dosing interval. One way to predict the probability of a positive therapeutic outcome is through the use of an integrated pharmacokinetic-pharmacodynamic stochastic model. Pharmacokinetic-pharmacodynamic target attainment analyses using Monte Carlo simulation to integrate interpatient variability in drug exposure, drug potency, and in vivo exposure targets predictive of positive therapeutic outcomes are influencing antibacterial susceptibility breakpoints at home and abroad. The consequences of this paradigm shift are far reaching, affecting the commercial concerns of drug and susceptibility testing device manufacturers, perceptions about antimicrobial resistance, and ultimately patient care decisions.