Exposure-safety and efficacy response relationships and population pharmacokinetics of eslicarbazepine acetate

Objectives

Eslicarbazepine acetate (ESL) is a once‐daily (QD) oral antiepileptic drug (AED) for focal‐onset seizures (FOS). Pharmacokinetic (PK) and pharmacodynamic (PD) models were developed to assess dose selection, identify significant AED drug interactions, and quantitate relationships between exposure and safety and efficacy outcomes from Phase 3 trials of adjunctive ESL.

Methods

Eslicarbazepine (the primary active metabolite of ESL) population PK was evaluated using data from 1351 subjects enrolled in 14 studies (11 Phase 1 and three Phase 3 studies) after multiple oral doses ranging from 400 to 1200 mg. Population PK and PD models related individual eslicarbazepine exposures to safety outcomes and efficacy responses.

Results

Eslicarbazepine PK was described by a one‐compartment model with linear absorption and elimination. The probability of a treatment‐emergent adverse event (TEAE; dizziness, headache, or somnolence) was higher with an initial dose of ESL 800 mg than with an initial dose of ESL 400 mg QD. Body weight, sex, region, and baseline use of carbamazepine (CBZ) or lamotrigine were also found to influence the probability of TEAEs. Eslicarbazepine exposure influenced serum sodium concentration, standardized seizure frequency, and probability of response; better efficacy outcomes were predicted in patients not from Western Europe (WE; vs WE patients) and those not taking CBZ (vs taking CBZ) at baseline.

Conclusions

Pharmacokinetic and PK/PD modeling were implemented during the development of ESL for adjunctive treatment of FOS in adults. This quantitative approach supported decision‐making during the development of ESL, and contributed to dosing recommendations and labeling information related to drug interactions.

Population Pharmacokinetic and Pharmacodynamic Modeling of LY2510924 in Patients With Advanced Cancer

The objectives of this study were to characterize the pharmacokinetics (PK) of LY2510924, a potent peptide antagonist of the CXCR4 receptor, after subcutaneous administration in patients with advanced cancer forms and quantify LY2510924 stimulatory effects on the mobilization of cells bearing the cluster of differentiation 34 (CD34) as an indirect reflection of the chemokine C-X-C motif ligand 12/CXCR4 axis inhibition. LY2510924 PK were best characterized by a two-compartment model with first-order absorption and dose-dependent clearance predicting steady state after three daily doses and little accumulation (accumulation ratio <1.17). The dynamics of CD34+ cell counts were best characterized with a precursor model with reversible transfer from the precursor to the central compartment and LY2510924-driven stimulation of cell mobilization. Model-based simulations show that once-daily doses of 20 mg LY2510924 produce maximum CD34+ cell response and that peak effect typically occurs after three daily doses and slowly wanes over time.

Relationship between drug exposure and the efficacy and safety of bupropion sustained release for smoking cessation

A population pharmacokinetic and pharmacodynamic analysis evaluated the relationships of dose, plasma concentrations of bupropion and metabolites, and patient covariates with the safety and efficacy of bupropion sustained release (SR) for smoking cessation. A total of 519 outpatient chronic cigarette smokers were randomized to one of three bupropion SR doses: 100, 150, or 300 mg/day or placebo. The bupropion plasma concentration time data were fit and subject-specific bayesian estimates of clearance were obtained. Logistic regression analyses evaluated the role of dose, concentrations, and covariates in predicting efficacy and safety endpoints. For the evaluation of efficacy, patients were classified as quitters or non-quitters on the basis of a 4-week quit variable (defined as complete abstinence for weeks 4-7 of the study). For the evaluation of safety, patients were classified into two categories for each adverse event evaluated, corresponding to whether the patient ever experienced the adverse event during the course of the study or never experienced the event, regardless of whether the event was treatment-emergent. The efficacy of bupropion SR in facilitating smoking cessation was found to be related to dose and a mean metabolite concentration, and quitting in general was found to be related to the number of cigarettes smoked per day at baseline. Smoking cessation was 1.42, 1.69, and 2.84 times more likely in patients receiving 100, 150, and 300 mg/day of bupropion SR, respectively, as compared to placebo (p = 0.0001). As the baseline number of cigarettes smoked per day increased, the likelihood of quitting decreased regardless of the treatment condition. Insomnia and dry mouth were positively associated with mean metabolite concentrations, and dry mouth was inversely related to patient weight. Anxiety was inversely related to predicted steady-state concentration (Cpss), suggesting a positive effect on this withdrawal symptom. Bupropion SR exhibits a statistically significant dose/plasma level-response relationship for smoking cessation. Dry mouth and insomnia, related to concentrations, may be managed with dose reduction, with the realization that smoking cessation may be impaired.

Population pharmacokinetics of tirilazad: effects of weight, gender, concomitant phenytoin, and subarachnoid hemorrhage

PURPOSE

Data collected during Phase I and II in the development of tirilazad were pooled and analyzed using nonlinear mixed effects models to assess covariates which might affect tirilazad pharmacokinetics.

METHODS

Four single dose and five multiple dose studies in normal volunteers were combined with two multiple dose studies performed in patients with subarachnoid hemorrhage (SAH) to identify factors related to intersubject variability in clearance (CL) and central compartment volume (Vc). Data from 253 subjects, which consisted of 7,219 tirilazad concentrations, were analyzed. The effects of weight, gender, patient versus volunteer status, and phenytoin use were evaluated.

RESULTS

Relative to male volunteers not receiving concomitant phenytoin, significant effects on clearance included: a 46% increase in volunteers receiving phenytoin, and an 82% increase in clearance associated with SAH patients (all of whom received phenytoin). Significant effects on Vc were: a 26% increase for female volunteers not receiving phenytoin, a 12% decrease for volunteers receiving concomitant phenytoin, a 152% increase for male SAH patients, and a 270% increase for female SAH patients. Incorporating patient covariate effects substantially reduced the interindividual variability (from 27.9% to 24.7% for clearance and from 48.2% to 37.5% for Vc). Residual variability was estimated at 66% coefficient of variation (CV) in SAH patients and at 22-48% CV over the range of predicted concentrations in normal volunteers.

CONCLUSIONS

The most important factors affecting tirilazad pharmacokinetics are the administration of phenytoin (increased CL) and SAH (increased Vc and residual variability). The effect of gender on tirilazad pharmacokinetics was modest.

Population pharmacokinetics of lamotrigine adjunctive therapy in adults with epilepsy

Plasma concentrations of lamotrigine, an antiepileptic drug obtained in three adult controlled clinical trials conducted in the United States were pooled and analyzed using NONMEM, a population pharmacokinetic computer program, to facilitate development of dosing guidelines. A total of 2,407 lamotrigine plasma concentrations from 527 patients with epilepsy were analyzed. Regression equations for oral clearance were developed as a function of body size, age (18-64 years), gender, race, and use of concomitant antiepileptic drugs. The population mean apparent oral clearance of lamotrigine in adult patients receiving one concomitant enzyme-inducing antiepileptic drug and not valproic acid was estimated to be 1 mL/min/kg. Gender and age did not affect clearance significantly. On average, clearance was reduced by 25% in non-whites and increased by 13% in patients receiving more than one concomitant enzyme-inducing antiepileptic agent. Lamotrigine did not influence the disposition of phenytoin or carbamazepine. Dosing adjustments for lamotrigine in patients receiving concomitant enzyme-inducing antiepileptic drugs and not valproic acid should not be necessary for age, gender, or the number of concomitant enzyme-inducing antiepileptic drugs. Lamotrigine does not influence the dosing requirements for phenytoin or carbamazepine.

Dose proportionality of cisatracurium

The dose proportionality of cisatracurium pharmacokinetics was assessed using a population approach by incorporating the collection of sparse blood samples from patients in clinical trials. Plasma concentration-time data from 131 patients with limited concentration-time data and 38 patients with full sampling were pooled and analyzed using nonlinear mixed-effects modeling (NONMEM). Dose proportionality was assessed using dichotomous parameterization and a linear model. The population pharmacokinetic approach revealed that the pharmacokinetics of cisatracurium are independent of dose between 0.1 mg/kg and 0.4 mg/kg, as was expected based on the importance of Hofmann elimination, a chemical process dependent on pH and temperature.

Prospective use of population pharmacokinetics/pharmacodynamics in the development of cisatracurium

PURPOSE

The population PK/PD approach was prospectively used to determine the PK/PD of cisatracurium in various subgroups of healthy surgical patients.

METHODS

Plasma concentration (Cp) and neuromuscular block data from 241 patients in 8 prospectively-designed Phase I-III trials were pooled and analyzed using NONMEM. The analyses included limited Cp-time data randomly collected from 186 patients in efficacy/safety studies and full Cp-time data from 55 patients in pharmacokinetic studies. The effects of covariates on the PK/PD parameters of cisatracurium were evaluated. The time course of neuromuscular block was predicted for various patient subgroups.

RESULTS

The population PK/PD model for cisatracurium revealed that anesthesia type, gender, age, creatinine clearance, and presence of obesity were associated with statistically significant (p < 0.01) effects on the PK/PD parameters of cisatracurium. These covariates were not associated with any clinically significant changes in the predicted recovery profile of cisatracurium. Slight differences in onset were predicted in patients with renal impairment and patients receiving inhalation anesthesia. Based on the validation procedure, the model appears to be accurate and precise.

CONCLUSIONS

The prospective incorporation of a population PK/PD strategy into the clinical development of cisatracurium generated information which influenced product labeling and reduced the number of studies needed during development.

Population pharmacodynamics of doxacurium

The nonlinear mixed-effects modeling (NONMEM) computer program was used to investigate the variability in the duration of doxacurium-induced neuromuscular block in 408 patients enrolled in phase II and phase III clinical trials of doxacurium. Spontaneous recovery data in the 10% to 90% block range from all patients were pooled and fitted to a linear model. Two parameters were estimated: (1) the slope, which is related to the pharmacokinetics and to the steepness of the dose-response curve, and (2) the intercept, which is linearly related to dose but has no physiologic meaning. The primary goal was to determine the factors affecting the slope by use of univariate and multivariate analyses techniques. Estimates of the slope ranged from 0.67% to 1.1% block/min (interindividual variability, 39%). Factors with clinically significant effects on the slope included the following: age, obesity, and anesthesia type. Thus these factors influence the time course of doxacurium-induced block and may require individualization of dose.

A nationwide survey of clinical laboratory methodologies for fungal infections

Many hospitalized patients are at risk for fungal infections. In order to characterize present clinical laboratory experience and facilities for diagnosis and management of fungal infections, a nationwide survey of laboratory diagnostic methodologies was conducted. Data from calendar year 1988 were collected from 71 institutions (52 university teaching hospitals and 19 community hospitals) enrolled in the Drug Surveillance Network. Surveyed hospitals received 75,828 specimens for fungal culture in 1988, representing 18,705 positive cultures from 7373 patients. About 1.3% of patients admitted to teaching or community hospitals had positive fungal cultures, the most common isolates being Candida species. Yeast identification was most commonly performed by the germ tube test and carbohydrate assimilation testing. Dimorphic fungi were identified to the species level at 67% of hospitals. Cryptococcal antigen testing was available at all hospitals, and Candida serology testing was done at 55 institutions. A small number of hospitals performed antifungal drug concentration determinations for amphotericin B (n = 9), ketoconazole (n = 7) and flucytosine (n = 12). Fungal susceptibility testing was available at 77% of hospitals, either within the institution or at an external laboratory. Laboratory testing for diagnosis and management of fungal infections represents a major laboratory investment. Proficiency in this area, along with expert clinical advice, will be needed to advance therapy of patients complicated with fungal infections during the next decade.