Population pharmacokinetics of free carbamazepine in adult Omani epileptic patients

OBJECTIVE: The aim of this study was to define the pharmacokinetic profile of free carbamazepine (F-CBZ) in adult Omani epileptic patients in order to improve on dosing schedules through population pharmacokinetic analysis using the NONMEM program. METHOD: Steady-state trough F-CBZ serum concentrations, carbamazepine (CBZ) dosing history and associated information were collected prospectively. RESULTS: Forty-eight patients with two or more available F-CBZ serum concentrations (total of 149 dose/serum concentration pairs) met our inclusion criteria. Patients were taking CBZ (200-1200 mg/day) in monotherapy. The analysis assumed a one-compartmental open model with first-order absorption and elimination. The apparent clearance (CL/F) and apparent volume of distribution (V/F) and their interindividual variabilities were estimated using the program. The population estimates for clearance (CL; modelled independently of dose) and volume of distribution were 13.2 +/- 0.6 l/h and 525 +/- 44 1, respectively. However, CL increased as a function of dosing rate and consequently was modelled as a linear function of steady-state concentration. In order to validate these results, the predictions of the population model were tested against data from 13 further patients subjected to the same inclusion criteria but who were not included in the original analysis. The predictions were good, being unbiased (P=0.31), and had an average deviation from the observed values of 18%. CONCLUSION: In order to establish steady-state dosage regimens, a population pharmacokinetic model is proposed, based on the patient's dose, to estimate the individual CL for an Omani epileptic patient receiving CBZ in monotherapy.     

Population pharmacokinetics of carbamazepine in Chinese epilepsy patients

AIM: To investigate the pharmacokinetic profile of carbamazepine (CBZ) in Chinese epilepsy patients. MATERIALS AND METHODS: Serum samples through concentrations at steady state (n = 687) were collected prospectively from 585 patients during routine clinical care. Data were analyzed by the non-linear mixed-effect modeling (NONMEM) technique with a one-compartment model of first-order absorption and elimination. RESULTS: The important determinants of clearance (CL) were total body weight (TBW); dose; patient age over 65 years (E); and comedication with phenytoin (PHT), phenobarbital (PB), or valproic acid (VPA) when VPA daily dose was greater than 18 mg/kg. The final pharmacokinetic model for relative CL and apparent distribution volume (V) were: Equation CONCLUSION: A population pharmacokinetic model was proposed to estimate the individual CL for Chinese patients receiving CBZ in terms of patient's dose, TBW, and comedications to establish a priori dosage regimens.     

Pharmacokinetic interactions between carbamazepine and the traditional Chinese medicine Paeoniae Radix

The present study was conducted to evaluate the effects of Paeoniae Radix (PR), one of the most famous tonic traditional Chinese medicines, on the pharmacokinetics of carbamazepine (CBZ) in rats and to determine the possible interactions between PR and CBZ. The significant decrease in Tmax indicated that simultaneous oral administration of PR contributed to more rapid absorption of CBZ. It is suggested that the faster absorption of CBZ might lead to the rapid onset of its clinical effect. There were no significant differences in maximum concentration (Cmax), area under the plasma concentration-time curve (AUC), half-life (t1/2), mean residence time (MRT), clearance/bioavailability (CL/F), and apparent volume of distribution/bioavailability (Vd/F) of CBZ between the two groups, showing that PR did not significantly affect the absorption extent, distribution, metabolism, and elimination of CBZ. A significant decrease in protein binding rate was found when CBZ was coadministered with PR. Further studies are in progress to clarify the clinical significance and the mechanism underlying the effects of PR on the protein binding of CBZ observed in the present study.     

NONMEM法估算中国癫痫患者卡马西平的清除率

目的　考察中国癫痫患者卡马西平的群体药动学参数。方法　癫痫病例来自上海、北京两地 4所医院 ,采集服用卡马西平的 5 92例患者的稳态血药浓度 (n =70 3)。NONMEM程序估算分析时 ,采用一级吸收和消除的药动学模型并固定吸收速率、生物利用度和表观分布体积参数。结果　体重 (TBW )、剂量 (Dose)、合用丙戊酸钠 (VPA)且其日剂量大于 2 0mg·kg-1·d-1、苯妥英 (PHT)、苯巴比妥 (PB)和年龄大于 6 5岁的老年人 (ELDER)均为卡马西平清除率(CL)的影响因素。性别、合用氯硝西泮、妥吡酯不改变卡马西平的清除率。最终模型为 :CL(CL/F) (L/h) =1 32·Dose(g·kg-1·d-1) 0 42 1·TBW (kg) 0 .691·1 2 0 VPA·1 4 3PHT·1 14 PB·0 836 ELDER。讨论　根据中国癫痫患者的群体药动学模型 ,结合患者服用的剂量、体重和合并用药可估算其清除率 ,制定给药方案     

A model for the determination of carbamazepine clearance in children on mono- and polytherapy

Objective: To derive a model describing carbamazepine (CBZ) clearance in children, in terms of individual patient characteristics. Methods: One hundred and eighteen steady-state serum carbamazepine concentration measurements were gathered during normal routine care of 72 compliant out-patients (2.3–16.3 years old). Levels were obtained from patients receiving monotherapy (55%), concomitant valproate (26%), or concomitant inducers (phenytoin, phenobarbitone; 19%). A one-compartment model was used to fit the data with the computer programme Nonlinear Mixed Effects Model (NONMEM). Results: Weight, age and concomitant medication were all important determinants of clearance. The final model for clearance (l · h⁻¹) was: CL = [0.7(WT)^0.4] · M, where WT is patient weight (kg) and M is a scaling factor for concomitant medication, with a value of 1 for patients on CBZ monotherapy or concomitant valproate and 1.4 for those receiving concomitant inducers. For the purposes of this analysis, bioavailability (f) was assumed to be complete, i.e., f is thus included in the term CL. Conclusions: CBZ clearance decreased with increasing age. As age and weight were correlated, either variable was a satisfactory predictor. The influence of both the inducers and valproate on CBZ clearance was as expected. This model, which describes clearance in terms of patient-specific details, can be used when predicting the maintenance dose required to achieve a target mean steady-state CBZ concentration in children. Received: 10 May 1997 / Accepted: 16 February 1998     

Population pharmacokinetic modeling of epoetin delta in pediatric patients with chronic kidney disease

This analysis quantifies the population pharmacokinetics of subcutaneous and intravenous epoetin delta, an epoetin produced in a human cell line, in pediatric patients with chronic kidney disease and estimates the effects of covariate factors on epoetin delta and epoetin alfa pharmacokinetic parameters. Erythropoietin serum concentration data, taken from a phase III study conducted in 60 patients aged 1 to 17 years, were best described by a 1-compartment model with first-order absorption and elimination. The typical point estimates were clearance (0.268 L/h), central volume of distribution (1.03 L), absorption rate constant (0.0554 h(-1)), and bioavailability (0.708) for a 35-kg male < or = 10 years who was predialysis and on subcutaneous epoetin delta treatment. Erythropoietin pharmacokinetic parameters were similar in pediatric patients as compared with adults when scaled by weight. The subcutaneous administration of epoetin alfa exhibited lower systemic bioavailability than subcutaneous administration of epoetin delta.     

Population pharmacokinetic analysis of mycophenolic acid coadministered with either tasocitinib (CP-690,550) or tacrolimus in adult renal allograft recipients

Tasocitinib (CP-690,550) is an orally active Janus kinase inhibitor that is in development for prophylaxis of acute rejection after kidney transplantation and for the treatment of select autoimmune diseases. The current study was conducted to evaluate the systemic exposure of mycophenolic acid (MPA) in de novo kidney transplant patients when coadministered with tasocitinib compared with exposure in patients receiving tacrolimus, which has no effect on MPA pharmacokinetics. Plasma MPA concentrations were obtained from 17 adult patients who received either 15 mg or 30 mg tasocitinib twice daily (eight patients) or tacrolimus (nine patients) after kidney transplantation. All patients also received concomitant mycophenolate mofetil, prednisone, and basiliximab induction. The median mycophenolate mofetil dose was 1000 mg twice daily. A two-compartment population pharmacokinetic model estimating oral clearance, between-patient variability in oral clearance, central volume of distribution, and residual variability in combination with historical estimates of first-order absorption rate constant, intercompartmental clearance, and peripheral volume of distribution adequately described the sparse MPA data. Based on individual estimates oral clearance from the population pharmacokinetic model, mean steady-state area under the concentration-time curve values for a mycophenolate mofetil dose of 1000 mg twice daily were 63 mg·hr/L (22%) and 59 mg·hr/L (36%) for the tasocitinib and tacrolimus groups, respectively. These results indicate that tasocitinib does not influence systemic MPA exposure.     

Population pharmacokinetics of lamotrigine.

The present study estimated the population pharmacokinetics of lamotrigine in patients receiving oral lamotrigine therapy with drug concentration monitoring, and determined intersubject and intrasubject variability. A total of 129 patients were analyzed from two clinical sites. Of these, 124 patients provided sparse data (198 concentration-time points); nine patients (four from a previous group plus five from the current group) provided rich data (431 points). The population analysis was conducted using P-PHARM (SIMED Scientific Software, Cedex, France), a nonlinear mixed-effect modeling program. A single exponential elimination model (first-order absorption) with heteroscedastic weighting was used. Apparent clearance (CL/F) and volume of distribution (V/F) were the pharmacokinetic parameters estimated. Covariate analysis was performed to determine which factors explained any of the variability associated with lamotrigine clearance. Population estimates of CL/F and V/F for lamotrigine generated in the final model were 2.14 +/- 0.81 L/h and 78.1 +/- 5.1 L/kg. Intersubject and intrasubject variability for clearance was 38% and 38%, respectively. The covariates of concomitant valproate and phenytoin therapy accounted for 42% of the intersubject variability of clearance. Age, gender, clinic site, and other concomitant antiepileptic drugs did not influence clearance. This study of the population pharmacokinetics of lamotrigine in patients using the drug clinically provides useful data and should lead to better dosage individualization for lamotrigine.     

Population Pharmacokinetic Modeling of Steady State Carbamazepine Clearance in Children, Adolescents, and Adults

Carbamazepine (CBZ) clearance decreases from childhood to adulthood and the factors determining this change could include age, size, autoinduction, or maturational changes. This study aims to describe the population pharmacokinetics of CBZ in children and young adults and test the hypothesis that CBZ clearance correlates with weight, surface area, and age. CBZ therapeutic drug monitoring data (sparse data) were collected from child and adult epileptics, and rich data were obtained from a bioequivalence study of CBZ in young adults. Population pharmacokinetic analysis was performed using NONMEM V. Forward stepwise, multiple regression was performed on the covariates. Bootstrap validation was performed. A total of 946 observations from 91 subjects, ages 0.7–37 years, were collected and analyzed. A one-compartment, first-order absorption and elimination model, with exponential interindividual error and additive residual error models was developed. The population model was: Clearance (Lhr ^–1)=((2.24 · Surface area (m ²))+(0.047 · Dose (mg · kg ^–1)); Volume of distribution (L)=0.37 · weight (kg); Absorption rate constant=0.013 (hr ^–1). CBZ clearance increased with surface area and dose.     

Population pharmacokinetics of tipifarnib in healthy subjects and adult cancer patients

AIMS: To characterize the population pharmacokinetics of tipifarnib. METHODS: A total of 1083 subjects treated orally with a solution, capsule or tablet formulations of tipifarnib, given as a single dose or as multiple twice-daily doses (range 25-1300 mg) were combined with data from 1, 2 and 24 h intravenous infusions. A total of 3445 concentrations in the index data set were fitted by an open three-compartment linear disposition model with sequential zero-order input into the depot compartment, followed by a first-order absorption process, and lag time, using NONMEM V. The effect of patient covariates on tipifarnib pharmacokinetics was explored. The model was evaluated using goodness of fit plots and relative error measurements for 3894 concentrations in the test data set. Computer simulations were undertaken to evaluate the effect of covariates on tipifarnib pharmacokinetics. RESULTS: Tipifarnib oral bioavailability (26.7%) did not differ between the formulations. The absorption rate from the solution was faster than from the solid forms. Whereas the absorption rate and systemic clearance were more rapid in healthy subjects, the extent of absorption and the steady-state volume of distribution were comparable in cancer patients and healthy subjects. Systemic clearance in cancer patients (21.9 l h-1) exhibited a statistically significant relationship with total bilirubin. The typical volume of the central compartment in cancer patients (54.6 l 70 kg-1) was directly proportional to body weight. The clinical relevance of these covariates in cancer patients is questionable as there was a substantial overlap in simulated concentration-time profiles across a wide range of covariate values. CONCLUSIONS: A population PK approach has been used to integrate data gathered during clinical development and to characterize the pharmacokinetics of tipifarnib. Individualization of dose based on body weight or total bilirubin concentration in adult cancer patients is not warranted.     

Population pharmacokinetics of tiagabine in epileptic patients on monotherapy.

A retrospective study of the population pharmacokinetics of tiagabine was performed from sparse data collected in a multicentre clinical trial in patients with newly diagnosed partial seizures. The purpose was to estimate the inter patient variability and to study the influence of various demographic, environmental and pathophysiological parameters on the pharmacokinetics of tiagabine in patients on monotherapy. A total of 593 plasma concentrations from 130 patients dosed with 2.5, 5, 7.5 or 10 mg tiagabine twice daily were used for modelling. A one-compartment open model with first-order absorption and elimination was fitted to the concentration-time data using the NONMEM program. Selection of covariates was initially performed using stepwise linear regression analyses. The selected covariates were incorporated in the population model and the importance of each covariate was investigated by means of backwards elimination. A one-compartment model with first-order absorption and elimination adequately described the tiagabine concentration-time profile. The apparent clearance as well as the apparent volume of distribution were both significantly correlated to body height in a nonlinear relationship. No other demographic, environmental or clinical chemical parameters were identified as covariates although only a few pathological values of the latter were present in the data. The mean values of CL/f was 6.10 l/h, of V/f was 62.0 l and of k(a) was 1.25 h(-1) for a subject of 170-cm height. The population half-life was 5.72 h. The apparent clearance and volume of distribution of tiagabine in epilepsy patients on monotherapy were both dependent on body height. Prospective studies are required in order to reveal if dose adjustments based on body height will result in improved therapeutic outcome.     

Application of routine monitoring data for determination of the population pharmacokinetics and enteral bioavailability of phenytoin in neonates and infants with seizures

This study investigated the population pharmacokinetics and the enteral bioavailability of phenytoin (PTN) in neonates and infants with seizures. Data from 83 patients were obtained retrospectively from medical records. A 1-compartment model was fitted to the log-transformed concentration data using NONMEM. Between-subject variability and interoccasion variability were modelled exponentially together with a log transform, both-sides exponential residual unexplained variance model. Covariates in nested models were screened for significance. Model robustness was assessed by bootstrapping with replacement (n = 500) from the study data. The parameters of the final pharmacokinetic model were clearance (L/h) = 0.826.[weight (WT, kg) / 70].[1 + 0.0692.(postnatal age (d) - 11)]; volume of distribution (L) = 74.2.[WT (kg) / 70]; absolute enteral bioavailability = 0.76; absorption rate constant (h) = 0.167. The between-subject variability for clearance and volume of distribution was 74.2% and 65.6%, respectively. The interoccasion variability for clearance was 54.4%. The unexplained variability was 51.1%. Final model parameter values deviated from median bootstrap estimates by less than 9%. Phenytoin disposition in neonates and infants can be described satisfactorily by linear pharmacokinetics. The values of allometrically scaled clearance and volume were similar to adult values, suggesting no major kinetic differences between adults and infants on the basis of size alone. Postnatal age independently influenced clearance. Switching from enteral to intravenous routes may require a dosage adjustment. The results of this study provide a basis for more rational prescribing of phenytoin in infants and neonates.     

Population pharmacokinetics meta-analysis of recombinant human erythropoietin in healthy subjects

OBJECTIVE: The aim of this analysis was to develop a population pharmacokinetic model to describe the pharmacokinetics of recombinant human erythropoietin (rHuEPO) in healthy subjects, after intravenous and subcutaneous administration over a wide dose range, and to examine the influence of demographic characteristics and other covariates on the pharmacokinetic parameters of rHuEPO. METHODS: Erythropoietin serum concentration data were available from 16 studies comprising 49 healthy subjects who received rHuEPO intravenous doses from 10 to 300 IU/kg, 427 healthy subjects who received rHuEPO subcutaneous doses from 1 to 2400 IU/kg, and 57 healthy subjects who received placebo and where endogenous erythropoietin concentrations were measured. Different pharmacokinetic models were fitted to the dataset using nonlinear mixed-effects modeling software (NONMEM, Version V, Level 1). Several patient covariates were tested in order to quantify the effect on rHuEPO pharmacokinetic parameters. Model evaluation was examined using a posterior predictive check. RESULTS: Erythropoietin showed a diurnal baseline variation of +/-20%, described with a dual cosine model. Disposition was described with a two-compartment model with a small volume of distribution (6L) and parallel linear and nonlinear clearance. Total clearance varied between 0.3 and 0.9 L/h over the concentration range studied. A dual absorption model was used to characterise the rHuEPO absorption from the subcutaneous formulation and consisted of a faster pathway described as a sequential zero- and first-order absorption process and a parallel slower pathway characterised as a zero-order process. The bioavailability of subcutaneous rHuEPO increased from 30% at low doses to 71% at the highest dose of 160 kIU and was described using a hyperbolic model. The most important covariate effects were a decrease in the first-order absorption rate constant (k(a)) with increasing age, an increase in subcutaneous bioavailability with increasing baseline haemoglobin, and a decrease in bioavailability with increasing bodyweight. A posterior predictive check showed no systematic deviation of the simulated data from the observed values. CONCLUSION: The population pharmacokinetic model developed is suitable to describe the pharmacokinetic behaviour of rHuEPO after intravenous and subcutaneous administration in healthy subjects, over a wide dose range.     

Clinical Predictors of Venetoclax Pharmacokinetics in Chronic Lymphocytic Leukemia and Non-Hodgkin’s Lymphoma Patients: a Pooled Population Pharmacokinetic Analysis

Venetoclax (ABT-199/GDC-0199) is a selective, potent, first-in-class BCL-2 inhibitor that restores apoptosis in cancer cells and has demonstrated clinical efficacy in a variety of hematological malignancies. The objective of this analysis was to characterize the population pharmacokinetics of venetoclax and identify demographic, pathophysiologic, and treatment factors that influence its pharmacokinetics. Plasma concentration samples from 505 subjects enrolled in 8 clinical studies were analyzed using non-linear mixed-effects modeling. Venetoclax plasma concentrations were best described by a two-compartment PK model with first-order absorption and elimination. The terminal half-life in cancer subjects was estimated to be approximately 26 h. Moderate and strong CYP3A inhibitors decreased venetoclax apparent clearance by 19% and 84%, respectively, while weak CYP3A inhibitors and inducers did not affect clearance. Additionally, concomitant rituximab administration was estimated to increase venetoclax apparent clearance by 21%. Gastric acid-reducing agent co-administration had no impact on the rate or extent of venetoclax absorption. Females had 32% lower central volume of distribution when compared to males. Food increased the bioavailability by 2.99- to 4.25-fold when compared to the fasting state. Mild and moderate renal and hepatic impairment, body weight, age, race, weak CYP3A inhibitors and inducers as well as OATP1B1 transporter phenotype and P-gp, BCRP, and OATP1B1/OATP1B3 modulators had no impact on venetoclax pharmacokinetics. Venetoclax showed minimal accumulation with accumulation ratio of 1.30–1.44. In conclusion, the concomitant administration of moderate and strong CYP3A inhibitors and rituximab as well as food were the main factors impacting venetoclax pharmacokinetics, while patient characteristics had only minimal impact.     

Population pharmacokinetics of valproic acid concentrations in elderly nursing home residents

The objective of this study was to identify factors that affect valproic acid (VPA) apparent clearance (CL/F) in elderly nursing home residents. Inclusion criteria included residency in a nursing home for at least 2 months, aged 65 years or older, a stable dosing regimen of VPA for at least 4 weeks, VPA concentration, and complete dosing information. CL/F was analyzed by a nonlinear mixed effects model. A one-compartment model with first-order absorption and elimination was used. Both volume and absorption rate constant were fixed (14 L and 1 hr, respectively). Covariates were tested by forward inclusion and backward elimination. Interindividual variability in clearance was estimated using an exponential error model and expressed as a coefficient of variation. Residual error was estimated using a combined additive and constant coefficient of variation error model. The study consisted of 405 observations from 146 (52 men, 94 women) elderly nursing home residents. CL/F was not affected by age or weight. The population CL/F was 0.843 L/hr. CL/F was 1) 27% lower in female residents; 2) 41% greater when the resident was on concomitant metabolic inducers carbamazepine or phenytoin cotherapy; and 3) 25% greater when the syrup formulation was used. Variability in CL/F was 32.9%. Coefficient of variation and standard deviation of the residual error were 18.2% and 10.6 mg/L, respectively. The increased CL/F in patients taking VPA syrup may be the result of a decreased bioavailability (F) rather than an increased CL that could be associated with pathology requiring use of the syrup rather than an inherent property of the drug formulation. The results from this study may be useful for individualizing dose regimens in the nursing home population based on patient-specific factors.     

Population pharmacokinetic analysis of dalbavancin, a novel lipoglycopeptide

Dalbavancin is a lipoglycopeptide antibiotic in clinical development as a once-weekly treatment for serious infections. A total of 532 patients, consisting of 502 patients with skin and soft tissue infections requiring parenteral therapy and 30 patients with catheter-related bloodstream infections, was available for population pharmacokinetic analysis. The majority of patients (78.4%) received dalbavancin intravenously as a 1000-mg dose on day 1 and a single 500-mg dose on day 8. A 2-compartment model with first-order elimination provided the best fit to the data. The clearance of dalbavancin was influenced by body surface area and creatinine clearance, but together they described less than 25% of the interpatient variability. Body surface area was determined to be a predictor of the central volume of distribution. There was no evidence that the presence of metabolic substrates, inhibitors, or inducers of cytochrome P450 or selected concomitant medications influenced the clearance of dalbavancin.     

Population pharmacokinetics of peginterferon alfa-2b in pediatric patients with chronic hepatitis C

Purpose

The aim of this study was to characterize the population pharmacokinetics of peginterferon (PEG-IFN) alfa-2b in pediatric patients with chronic hepatitis C and to identify covariates influencing PEG-IFN alfa-2b disposition.

Methods

Pharmacokinetic data from a multicenter open-label study of subcutaneously administered peginterferon alfa-2b (60 μg/m²/wk) plus oral ribavirin (15 mg/kg/day) in patients with chronic hepatitis C aged 3–17 years old was used to develop a population pharmacokinetic nonlinear mixed-effects model.

Results

The final population pharmacokinetic analysis was conducted with the pooled data from 107 pediatric patients. A one-compartment model with first-order absorption, first-order elimination, exponential inter-individual variability on clearance, and a combination additive and proportional residual error model adequately described the PEG-IFN alfa-2b pharmacokinetic profile. Age (apparent clearance and apparent volume of distribution) and sex (apparent clearance) were significant covariates. The mean body surface area normalized apparent clearance of PEG-IFN alfa-2b was 0.56 L/h/m², and was similar when evaluated across the pediatric age groups.

Conclusion

The final population model suggests age-dependent increases in clearance and volume of distribution of PEG-IFN alfa-2b in pediatric patients with chronic hepatitis C. The apparent clearance normalized to body surface area was similar across pediatric age groups, supporting the use of body size–adjusted dosing in pediatric subjects.     

Disposition of HI-6 oxime in rats after intravenous and intramuscular administration

The pharmacokinetics of HI-6, a cholinesterase-reactivating oxime, were studied in rats, following intravenous or intramuscular administration. A two-compartment model was used to analyse the intravenous data and a one-compartment open model with first-order absorption was used for intramuscular data. Drug concentration had no influence on rate and extent of absorption of intramuscular injections, and bioavailability was 100%. Peak plasma concentrations of HI-6 occurred 15 min after intramuscular injection. No significant differences were found between mean values for half-life, plasma clearance, volume of distribution and area under the plasma concentration versus time curve for the two intramuscular doses and the intravenous dose used. Mean HI-6 plasma concentrations were 140.5 +/- 4.2 micrograms ml-1 3 min after 20 mg ml-1 i.v., with a mean elimination half-life of 65.2 +/- 21 min. Plasma clearance rate was 3.95 +/- 0.93 ml min-1 kg and the apparent volume of distribution was 0.38 +/- 0.17 litre kg-1. The oxime is rapidly distributed in and eliminated by rats when administered intravenously or intramuscularly.