Population pharmacokinetics of carbamazepine in Singapore epileptic patients

AIMS: To document the population pharmacokinetics of carbamazepine in patients with epilepsy living in Singapore, the majority of whom are of Chinese origin and others of minority races. METHODS: Steady-state plasma carbamazepine concentration data were gathered during routine care from various hospitals in Singapore for patients with epilepsy. Age, body weight, gender, race, formulation and concurrent medication (for other illnesses) were the fixed effects (covariates) tested simultaneously for their influence on the population mean of carbamazepine clearance, using the nonlinear mixed-effects model, in the NONMEM program. RESULTS: No age, gender, race, or formulation-related effect was found. Body weight (W), age (A) and concurrent medication with phenobarbitone (PB) emerged as the determinants of carbamazepine clearance (CL). The final regression model for carbamazepine clearance found best to describe the data was CL = 40.7 x A(0.494) x W(-1.17) x 1.44PB where CL is in l day(-1) kg(-1), A is in years, W is in kg and PB = 0 for a patient on carbamazepine only and PB = 1 for a patient on concomitant PB. The corresponding interindividual variability (CV%) in CL, described by using an exponential model, was 21.4%, and the residual error, described by using an exponential error model, was 18.2%. Predictive performance of this population covariate model was evaluated by Bayesian forecasting in a similar, but independent cohort of patients. There was no statistically significant bias between predicted and measured plasma carbamazepine concentrations. The population mean value of carbamazepine clearance obtained was similar to that previously reported for patients with a very different ethnic (Caucasians and Blacks) or geographical background (South Africa, Europe and USA). CONCLUSIONS: The derived covariate regression model reasonably predicted concentrations in the separate validation Singapore patient data set. The correlation between carbamazepine clearance and patient-specific characteristics may thus allow dosage adjustment to be made to achieve target steady-state plasma concentrations.     

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.     

Population pharmacokinetics of lamotrigine in Indian epileptic patients

Purpose

The aim of this analysis was to describe the pharmacokinetics of oral lamotrigine (LTG) in Indian epileptic patients using a population pharmacokinetic (PPK) modeling approach to confirm that the PK is similar to that of the Caucasian population, and to evaluate and confirm the impact of covariates predictive of inter-individual variability using a simulation platform.

Methods

Blood samples were obtained from 95 patients, and LTG plasma concentrations were determined. Population PK modeling was performed using NONMEM. A one-compartment PK model with first-order absorption and elimination was used to describe the LTG PK. Log-likelihood profiling and normalized prediction distribution errors (NPDE) were used for model evaluation. A simulation study was performed to investigate dose regimens.

Results

Clearance (CL) was estimated to be 2.27 L/h with inter-individual variability (IIV) of 29 CV%. Volume of distribution (V) was estimated to be 53.6 L (31 CV% IIV). Body weight and concurrent use of carbamazepine and valproate were identified as significant covariates on clearance. Log-likelihood profiling indicated that parameters could be estimated with adequate precision, and NPDE indicated that the model adequately described the data observed. The simulation study illustrated the impact of carbamazepine and valproate on LTG PK, and negligible differences in PK between Indian and Caucasian patients.

Conclusions

This is the first PK analysis of LTG in Indian patients. The population PK model developed adequately described the data observed. Comparison of identified PK parameters with previous PK analyses in Caucasian patients indicates that CL of LTG is similar, while V is somewhat lower compared with Caucasian patients, but this is not expected to lead to relevant differences in PK profiles during steady state.     

丙戊酸钠在癫痫患者中的群体药动学

目的建立丙戊酸钠在癫痫患者治疗中的群体药动学模型,为临床个体化给药提供参考。方法收集我院门诊60名癫痫患者丙戊酸钠稳态血药浓度监测数据和相应的人口学数据,应用非线性混合效应模型(non linearm ixed-effectmodel,NONMEM)程序对收集的数据进行分析,建立群体药动学模型。结果建立了癫痫患者口服丙戊酸钠群体药代动力学模型:CL/F=0.959×1.04x,(x=0,1),V/F=1.35,ka=2.38 h-1,说明丙戊酸的清除率与患者性别相关,即男性患者的清除率大于女性。结论初步建立癫痫患者口服丙戊酸钠群体药动学模型,为丙戊酸钠个体化用药提供理论基础。     

Nonlinear pharmacokinetics of CI-912 in adult epileptic patients

We studied the pharmacokinetics of CI-912 (1,2-benziosoxazole-3-methanesulfonamide) in 10 adults with refractory partial seizures during an open-label pilot study. Plasma and whole blood concentrations were measured by a high-performance liquid chromatograph method after a single dose and up to and at steady state with one or two dosage regimens. Steady-state clearances averaged only 42% (range 20-60%) of single-dose clearances. Vm and Km values of the Michaelis-Menten equation were calculated for 9 of the 10 patients by a new method: Vm averaged 1,272 (range 500-1,973) mg/day and Km averaged 25.1 (range 9.23-52.5) micrograms/ml. The best initial dosage for a new patient is 300 mg CI-912 every 12 h.     

成年患者替考拉宁群体药动学研究

目的：构建中国成年患者替考拉宁（teicoplanin,TEC）群体药动学（population pharmacokinetics,PPK）模型,探讨TEC药动学参数的影响因素。方法：收集患者的用药信息、血药总浓度、性别、年龄、血清肌酐水平等信息,采用非线性混合效应模型法（nonlinear mixed effect model,NONMEM）建立替考拉宁PPK模型。用图形法、非参数自举法（bootstrap）、正态化预测分布误差法（normalized predictive distribution error,NPDE）进行模型评价。结果：共收集111例成年患者的149个替考拉宁血浆总浓度数据,建立了替考拉宁的一房室PPK模型：CL （L·h^-1）=1.26×（eGFR/82）^0.431,V（L）=83.1,协变量分析显示肌酐清除率（CKD-EPI公式）是影响替考拉宁清除率的重要因素,未发现影响替考拉宁表观分布容积的因素。经验证,最终模型具有良好的拟合优度、稳健率及预测性能。结论：临床可根据患者肌酐清除率（CKD-EPI公式）制定个体化给药方案。     

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.     

Population pharmacokinetics of racemic warfarin in adult patients

The population pharmacokinetics of racemic warfarin was evaluated using 613 measured warfarin plasma concentrations from 32 adult hospitalized patients and 131 adult outpatients. Warfarin concentrations were measured in duplicate using a high-performance liquid chromatographic procedure. The pharmacokinetic model used was a one-compartment open model with first-order absorption (absorption rate constant set equal to 47 day-1) and first-order elimination. The extent of availability was assumed to be one. A linear regression model was used to evaluate the influence of various demographic factors on warfarin oral clearance. Age appeared to be an important determinant of warfarin clearance in this adult population. There was about a 1%/year decrease in oral clearance over the age range of 20-70 years. Smoking appeared to result in a 10% increase in warfarin clearance, while coadministration of the inducers phenytoin or phenobarbital yielded about a 30% increase in clearance. This study has yielded a predictive model that, when combined with appropriate pharmacological response data, may be useful in the design and adjustment of warfarin regimens.     

Population pharmacokinetics of racemic warfarin in adult patients

The population pharmacokinetics of racemic warfarin was evaluated using 613 measured warfarin plasma concentrations from 32 adult hospitalized patients and 131 adult outpatients. Warfarin concentrations were measured in duplicate using a high-performance liquid chromatographic procedure. The pharmacokinetic model used was a one-compartment open model with first-order absorption (absorption rate constant set equal to 47 day^–1) and first-order elimination. The extent of availability was assumed to be one. A linear regression model was used to evaluate the influence of various demographic factors on warfarin oral clearance. Age appeared to be an important determinant of warfarin clearance in this adult population. There was about a 1%/year decrease in oral clearance over the age range of 20–70 years. Smoking appeared to result in a 10% increase in warfarin clearance, while coadministration of the inducers phenytoin or phenobarbital yielded about a 30% increase in clearance. This study has yielded a predictive model that, when combined with appropriate pharmacological response data, may be useful in the design and adjustment of warfarin regimens.     

Comparative pharmacokinetics of zonisamide (CI-912) in epileptic patients on carbamazepine or phenytoin monotherapy

Zonisamide (CI-912) is an experimental antiepileptic drug. Since this drug is to be evaluated initially as an add-on medication, an investigation was conducted to study its kinetics in the presence of two standard antiepileptic drugs. Patients in two groups, one on maintenance phenytoin (PHT) monotherapy and the other on maintenance carbamazepine (CBZ) monotherapy, each received a single dose of four 100-mg capsules of zonisamide; and blood samples were obtained at periodic intervals. Plasma and red blood cell (RBC) concentrations of zonisamide were measured by high performance liquid chromatography. Plasma and RBC areas under the curve produced by single doses of zonisamide in patients receiving CBZ were significantly higher than those receiving PHT (p less than 0.05). Clearance values, although not statistically significantly different, were lower for the CBZ group; and consistent with this, plasma and RBC concentrations decreased more rapidly in the PHT group. The approximate values for t1/2 were 36.4 h in plasma and 54.2 h in RBC for patients treated with CBZ, and 27.1 h in plasma and 35.8 h in RBC for patients treated with PHT. The RBC/plasma ratio varied eightfold within a given curve. These findings suggest that the dosage of zonisamide in epileptic patients might need to be varied depending on the comedication.     

成人慢性肾小球肾炎患者他克莫司群体药动学研究

目的:建立成人慢性肾小球肾炎患者他克莫司群体药动学(population pharmaco-kinetics,PPK)模型。方法:收集55例慢性肾小球肾炎患者的268个他克莫司血药浓度数据。采用非线性混合效应模型考察CYP3A5基因型、体质量、年龄、实验室指标、合并用药等对他克莫司药动学参数的影响,建立他克莫司PPK模型,并通过拟合优度诊断、Bootstrap自举法及正态预测分布误差法对模型进行验证。结果:他克莫司表观清除率及表观分布容积的群体典型值分别为13.8L·h-1和733L,CYP3A5基因型和合并用药五酯胶囊对他克莫司清除率具有显著影响。经验证他克莫司PPK模型稳定有效。结论:首次建立成人慢性肾小球肾炎患者他克莫司PPK模型,可为慢性肾小球肾炎患者的他克莫司个体化给药提供参考。     

Steady-state carbamazepine plasma concentration-dose ratios in epileptic patients

The distribution of carbamazepine plasma concentration-dose ratio was studied in 322 samples from patients undergoing long term treatment. Data have been grouped according to: age--3 to 6, 7 to 9, 10 to 14, and above 15 years old; number of drugs used in the treatment--mono- and polytherapy; dose--less than or equal to 10, 10.1 to 14.9, 15 to 19.9, and greater than or equal to 20 mg/kg; and plasma concentration found--less than 4, 4 to 8, 8.1 to 12, and greater than 12 mg/L. From the results it is concluded that the carbamazepine concentration-dose ratio increases with age in children, but is less than in adults, is higher in monotherapy than in polytherapy, and decreases as the dose increases.     

Distribution of carbamazepine and its epoxide in blood compartments in adolescent and adult epileptic patients.

Carbamazepine (CBZ) used in the treatment of epilepsy, is metabolized in man to an active metabolite: carbamazepine 10-11 epoxide (CBZ-E). CBZ and CBZ-E concentrations in the different blood compartments (plasma ultrafiltrate, plasma proteins, and red blood cells (RBC)) of epileptic patients on CBZ monotherapy were assessed using HPLC. The highest CBZ and CBZ-E level to dose ratios were observed in the RBC. For CBZ and CBZ-E significant correlations were found between some blood compartments particularly between RBC and plasma ultrafiltrate. The measurement of CBZ and CBZ-E in all blood compartments may be interesting in uncontrolled patients and in patients presenting side-effects which cannot be explained by total plasma concentration values.     

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 total and unbound plasma cisplatin in adult patients

AIMS: To investigate the pharmacokinetics of unbound (ultrafilterable) and total plasma platinum using a population approach and to identify patient characteristics that may influence the disposition of the drug. METHODS: Pharmacokinetic and demographic data were collected from adult patients treated with 30-min daily infusions of cisplatin for various malignancies. Unbound and total platinum concentration-time data were analysed using a nonlinear mixed effects model. RESULTS: Data from 43 patients were available for analysis. A linear two-compartment model best described total and unbound platinum plasma concentration-time data. The mean population estimates for total and unbound drug were, respectively, 0.68 and 35.5 l h(-1) for clearance and 21.1 and 23.4 l for central distribution volume (V(1)). Unbound clearance (CL) was dependent on body surface area (BSA) and creatinine clearance, and V(1) was dependent on BSA. The elimination rate constant for plasma-bound platinum (modelled as metabolite formation) was 0.014 h(-1). The pharmacokinetic parameter, f(m)/V(m), a measure of the clearance of unbound platinum due to irreversible plasma binding, was related to serum protein concentration and to the inverse of dose per m(2). The covariate modelling of CL, V(1) and f(m)/V(m) improved the intersubject variabilities associated with these parameters. The final pharmacokinetic models were validated using 200 bootstrap samples from the original datasets. CONCLUSIONS: The results support the conventional dose adjustment of cisplatin based on BSA. They also support the need for a dose reduction in case of renal insufficiency.     

卡马西平治疗癫血药浓度监测及合理用药

目的探讨卡马西平抗癫作用与血药浓度的关系,以指导临床合理用药。方法采用萤光偏振免疫法(FPIA)测定128例癫患者卡马西平的血药浓度。结果血药浓度在有效治疗范围且癫发作得以基本控制的占82.56%,25.00%的患者血药浓度低于有效治疗范围而癫发作仍得到有效控制,其中联合用药中42.86%的患者癫发作得以控制。结论血药浓度监测有利于提高癫治疗药物的安全性、有效性及合理性,减少毒副作用,但需考虑一些影响因素,如卡马西平肝药酶诱导作用,代谢物卡马西平10,11-环氧化物对临床疗效的影响,药物相互作用,以及给药方案等。     

Bayesian estimation of six different sets of carbamazepine pharmacokinetic parameters in Egyptian adult epileptic patients.

The individualization of carbamazepine (CBZ) dosage regimen based on estimation of pharmacokinetic (PK) parameters and measurement of serum drug concentration in epileptic patients can help to control epilepsy. In a retrospective study, the predictive performance of six different sets of CBZ PK parameters selected according to the literature was evaluated in 60 adult epileptic patients. Patients were administered controlled release CBZ (dose range: 200-1200 mg day(-1)) as monotherapy and one steady state serum concentration of the drug was available for each patient. The Bayesian Program of Abbott (PKS system; Abbott Laboratories, Wiesbaden, Germany) was used in the prediction process. Predictive measures included estimation of mean prediction error (mpe) for bias, mean squared prediction error (mspe) and root mean squared prediction error (rmspe) for precision. The analysis showed that three of the investigated six sets achieved the best predictive performance in Egyptian patients and consequently, the PK parameters of any of these three sets can be used by the Bayesian approach as prior information for CBZ dose optimization among the Egyptian adult population.     

Single dose and steady state pharmacokinetics of valproic acid in adult epileptic patients.

The pharmacokinetics of valproic acid was studied in ten adult epileptic patients (five f + five m, 19-48 years; 28 +/- 12, mean +/- SD, and body mass 45 to 70 kg; 61 +/- 7, mean +/- SD) both after single dose and at the steady state. Sodium valproate was given in a 900 mg single oral dose on the first day of therapy, followed by 3 x 300 mg/day during the three subsequent days (at the intervals of 7, 8 and 9 h). During the first day, plasma was obtained just before the drug was given, and at 0.5, 1, 2, 3, 4, 5, 6, 8, 10 and 12 h after drug administration. On the fourth day of therapy (at steady state), plasma was obtained just before the next dose and 3 h after the drug administration. The plasma concentrations of valproic acid were measured by gas chromatography with flame ionization detection, after extraction with chloroform. The pharmacokinetic parameters, necessary to define the pharmacokinetics of valproic acid, were calculated both after single dose: Cmax, tmax, kel, t1/2, Vd, AUC and Cl, and at steady state: Cminss Cmaxss and Fl%. These parameters, as well as plasma levels of the drug, were used to describe the pharmacokinetic behaviour of valproic acid under these clinical conditions, and mainly were in agreement with the values published in the literature.     

Population pharmacokinetics of sirolimus in de novo Chinese adult renal transplant patients

AIMS

This study was aimed at determining the population pharmacokinetics of sirolimus and identifying factors that explain pharmacokinetic variability in de novo Chinese adult renal transplant patients.

METHODS

Data were retrospectively extracted from a formal multicentre clinical trial, which was originally designed to evaluate the safety and efficacy of ciclosporin dose reduction and ciclosporin elimination in patients receiving sirolimus. All patients received 12-month treatment, i.e. induction therapy with ciclosporin, sirolimus and corticosteroids during the first 3 months followed by either ciclosporin dose reduction or ciclosporin discontinuation thereafter. Eight-hundred and four sirolimus trough blood concentrations (C₀) from 112 patients were used to develop a population pharmacokinetic model using the nonmem program. A one-compartment model with first-order absorption and elimination was selected as the base model. The influence of demographic characteristics, biochemical and haematological indices, ciclosporin daily dose, ciclosporin C₀ as well as other commonly used co-medications were explored.

RESULTS

The typical values with interindividual variability for apparent clearance (CL/F) and apparent volume of distribution (V/F) were 10.1 l h⁻¹ (23.8%) and 3670 l (56.7%), respectively. The residual variability was 29.9%. CL/F decreased significantly with silymarin or glycyrrhizin co-therapy in hepatically impaired patients, and with increasing total cholesterol levels or ciclosporin C₀. Moreover, CL/F increased nonlinearly with increasing sirolimus daily dose. The median parameter estimates from a nonparametric bootstrap procedure were comparable and within 5% of the estimates from nonmem.

CONCLUSIONS

These results provide important information for clinicians to optimize sirolimus regimens in Chinese renal transplant patients.