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Maglalang PD, Wen J, Hornik CP, Gonzalez D. Sources of pharmacokinetic and pharmacodynamic variability and clinical pharmacology studies of antiseizure medications in the pediatric population. Clin Transl Sci 2024; 17:e13793. [PMID: 38618871 PMCID: PMC11017206 DOI: 10.1111/cts.13793] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2024] [Revised: 03/08/2024] [Accepted: 03/25/2024] [Indexed: 04/16/2024] Open
Abstract
Multiple treatment options exist for children with epilepsy, including surgery, dietary therapies, neurostimulation, and antiseizure medications (ASMs). ASMs are the first line of therapy, and more than 30 ASMs have U.S. Food and Drug Administration (FDA) approval for the treatment of various epilepsy and seizure types in children. Given the extensive FDA approval of ASMs in children, it is crucial to consider how the physiological and developmental changes throughout childhood may impact drug disposition. Various sources of pharmacokinetic (PK) variability from different extrinsic and intrinsic factors such as patients' size, age, drug-drug interactions, and drug formulation could result in suboptimal dosing of ASMs. Barriers exist to conducting clinical pharmacological studies in neonates, infants, and children due to ethical and practical reasons, limiting available data to fully characterize these drugs' disposition and better elucidate sources of PK variability. Modeling and simulation offer ways to circumvent traditional and intensive clinical pharmacology methods to address gaps in epilepsy and seizure management in children. This review discusses various physiological and developmental changes that influence the PK and pharmacodynamic (PD) variability of ASMs in children, and several key ASMs will be discussed in detail. We will also review novel trial designs in younger pediatric populations, highlight the role of extrapolation of efficacy in epilepsy, and the use of physiologically based PK modeling as a tool to investigate sources of PK/PD variability in children. Finally, we will conclude with current challenges and future directions for optimizing the efficacy and safety of these drugs across the pediatric age spectrum.
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Affiliation(s)
- Patricia D. Maglalang
- Division of Pharmacotherapy and Experimental Therapeutics, UNC Eshelman School of PharmacyThe University of North Carolina at Chapel HillChapel HillNorth CarolinaUSA
| | - Jiali Wen
- Division of Pharmacotherapy and Experimental Therapeutics, UNC Eshelman School of PharmacyThe University of North Carolina at Chapel HillChapel HillNorth CarolinaUSA
| | - Christoph P. Hornik
- Duke Clinical Research InstituteDurhamNorth CarolinaUSA
- Department of PediatricsDuke University School of MedicineDurhamNorth CarolinaUSA
| | - Daniel Gonzalez
- Duke Clinical Research InstituteDurhamNorth CarolinaUSA
- Division of Clinical Pharmacology, Department of MedicineDuke University School of MedicineDurhamNorth CarolinaUSA
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2
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Elewa M, Alghanem SS, Al-Hashel J, Thussu A, Al-Lanqawi Y, Matar K. Population Pharmacokinetics of Topiramate in Patients with Epilepsy Using Nonparametric Modeling. Ther Drug Monit 2023; 45:797-804. [PMID: 37798835 DOI: 10.1097/ftd.0000000000001143] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2023] [Accepted: 08/08/2023] [Indexed: 10/07/2023]
Abstract
BACKGROUND Topiramate (TPM) is used for the treatment of various epileptic seizures and the prevention of migraine. This study aimed to develop a population pharmacokinetic model and identify covariates that influence TPM behavior in patients with epilepsy in Kuwait. METHODS Data were collected retrospectively from 108 patients (2 years old and above) with epilepsy who were treated with oral TPM and 174 TPM blood samples from 3 hospitals in Kuwait from 2009 to 2016. Data were randomly divided into 2 groups for model development and validation. The population pharmacokinetic model was built using the nonparametric modeling algorithm (Pmetrics). The model was evaluated internally through the visual predictive check method and externally using a new data set. RESULTS A 1-compartment model with first-order elimination fitted the data well. Covariates showing a significant effect on the elimination rate constant were renal function and coadministration of carbamazepine (CBZ). The mean estimated clearance was 2.11 L/h; this was 50% higher for patients coadministered with CBZ. Age and sex were essential covariates for the volume of distribution (V). The visual predictive check of the final model could predict the measured concentrations. External validation further confirmed the favorable predictive performance of the model with low bias and imprecision for predicting the concentration in a particular population. CONCLUSIONS TPM elimination was increased with CBZ coadministration and was affected by renal function. Meanwhile, age and sex were the main predictors for V. The predictive performance of the final model proved to be valid internally and externally.
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Affiliation(s)
- Mandy Elewa
- Department of Pharmacology and Therapeutics, College of Pharmacy, Kuwait University, Kuwait City, Kuwait
| | - Sarah S Alghanem
- Department of Pharmacy Practice, College of Pharmacy, Kuwait University, Kuwait City, Kuwait
| | - Jasem Al-Hashel
- Neurology Department, Ibn-Sina Hospital, Ministry of Health, Kuwait City, Kuwait
| | - Anil Thussu
- Neurology Department, Al-Amiri Hospital, Ministry of Health, Kuwait City, Kuwait; and
| | - Yousef Al-Lanqawi
- Department of Pharmacy, Al-Amiri Hospital, Ministry of Health, Kuwait City, Kuwait
| | - Kamal Matar
- Department of Pharmacology and Therapeutics, College of Pharmacy, Kuwait University, Kuwait City, Kuwait
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3
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Sebastien B, Cheung SYA, Corriol-Rohou S, Gamalo-Siebers M, Jreich R, Krishna R, Liu J. Use of pharmacodynamic modeling for Bayesian information borrowing in pediatric clinical trials. J Biopharm Stat 2023; 33:726-736. [PMID: 36524777 DOI: 10.1080/10543406.2022.2149772] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2022] [Accepted: 11/16/2022] [Indexed: 12/23/2022]
Abstract
The use of Bayesian methodology to design and analyze pediatric efficacy trials is one of the possible options to reduce their sample size. This reduction of the sample size results from the use of an informative prior for the parameters of interest. In most of the applications, the principle of 'information borrowing' from adults' trials is applied, which means that the informative prior is constructed using efficacy results in adult of the drug under investigation. This implicitly assumes similarity in efficacy between the selected pediatric dose and the efficacious dose in adults. The goal of this article is to propose a method to construct prior distribution for the parameter of interest, not directly constructed from the efficacy results of the efficacious dose in adult patients but using pharmacodynamic modeling of a bridging biomarker using early phase pediatric data. When combined with a model bridging the biomarker with the clinical endpoints, the prior is constructed using a variational method after simulation of the parameters of interest. A use case application illustrates how the method can be used to construct a realistic informative prior.
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Affiliation(s)
| | - S Y Amy Cheung
- Integrated Drug Development, Certara USA Inc, Princeton, NJ, USA
| | - Solange Corriol-Rohou
- Regulatory Affairs and Policy, AstraZeneca, Global Regulatory Policy, R&D, Paris, France
| | | | - Rana Jreich
- Data and Data Science, Sanofi, R&D, Chilly-Mazarin, France
| | - Rajesh Krishna
- Clinical Pharmacology, Certara USA Inc, Princeton, NJ, USA
| | - Jing Liu
- Clinical Pharmacology, Pfizer Inc, Groton, CT, USA
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4
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Li ZR, Wang CY, Lin WW, Chen YT, Liu XQ, Jiao Z. Handling Delayed or Missed Dose of Antiseizure Medications: A Model-Informed Individual Remedial Dosing. Neurology 2023; 100:e921-e931. [PMID: 36450606 PMCID: PMC9990430 DOI: 10.1212/wnl.0000000000201604] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2022] [Accepted: 10/11/2022] [Indexed: 12/05/2022] Open
Abstract
BACKGROUND AND OBJECTIVES Delayed or missed antiseizure medications (ASMs) doses are common during long-term or lifelong antiepilepsy treatment. This study aims to explore optimal individualized remedial dosing regimens for delayed or missed doses of 11 commonly used ASMs. METHODS To explore remedial dosing regimens, Monte Carlo simulation was used based on previously identified and published population pharmacokinetic models. Six remedial strategies for delayed or missed doses were investigated. The deviation time outside the individual therapeutic range was used to evaluate each remedial regimen. The influences of patients' demographics, concomitant medication, and scheduled dosing intervals on remedial regimens were assessed. RxODE and Shiny in R were used to perform Monte Carlo simulation and recommend individual remedial regimens. RESULTS The recommended remedial regimens were highly correlated with delayed time, scheduled dosing interval, and half-life of the ASM. Moreover, the optimal remedial regimens for pediatric and adult patients were different. The renal function, along with concomitant medication that affects the clearance of the ASM, may also influence the remedial regimens. A web-based dashboard was developed to provide individualized remedial regimens for the delayed or missed dose, and a user-defined module with all parameters that could be defined flexibly by the user was also built. DISCUSSION Monte Carlo simulation based on population pharmacokinetic models may provide a rational approach to propose remedial regimens for delayed or missed doses of ASMs in pediatric and adult patients with epilepsy.
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Affiliation(s)
- Zi-Ran Li
- From the Department of Pharmacy (Z.L., C.W., Y.C., X.L., Z.J.), Shanghai Chest Hospital, Shanghai Jiao Tong University, China; Department of Pharmacy (Z.L., X.L.), Huashan Hospital, Fudan University, Shanghai, China; Department of Pharmacy (W.L.), The First Affiliated Hospital, Fujian Medical University, Fuzhou, China; and School of Basic Medicine and Clinical Pharmacy (Y.C.), China Pharmaceutical University, Nanjing, China.
| | - Chen-Yu Wang
- From the Department of Pharmacy (Z.L., C.W., Y.C., X.L., Z.J.), Shanghai Chest Hospital, Shanghai Jiao Tong University, China; Department of Pharmacy (Z.L., X.L.), Huashan Hospital, Fudan University, Shanghai, China; Department of Pharmacy (W.L.), The First Affiliated Hospital, Fujian Medical University, Fuzhou, China; and School of Basic Medicine and Clinical Pharmacy (Y.C.), China Pharmaceutical University, Nanjing, China
| | - Wei-Wei Lin
- From the Department of Pharmacy (Z.L., C.W., Y.C., X.L., Z.J.), Shanghai Chest Hospital, Shanghai Jiao Tong University, China; Department of Pharmacy (Z.L., X.L.), Huashan Hospital, Fudan University, Shanghai, China; Department of Pharmacy (W.L.), The First Affiliated Hospital, Fujian Medical University, Fuzhou, China; and School of Basic Medicine and Clinical Pharmacy (Y.C.), China Pharmaceutical University, Nanjing, China.
| | - Yue-Ting Chen
- From the Department of Pharmacy (Z.L., C.W., Y.C., X.L., Z.J.), Shanghai Chest Hospital, Shanghai Jiao Tong University, China; Department of Pharmacy (Z.L., X.L.), Huashan Hospital, Fudan University, Shanghai, China; Department of Pharmacy (W.L.), The First Affiliated Hospital, Fujian Medical University, Fuzhou, China; and School of Basic Medicine and Clinical Pharmacy (Y.C.), China Pharmaceutical University, Nanjing, China
| | - Xiao-Qin Liu
- From the Department of Pharmacy (Z.L., C.W., Y.C., X.L., Z.J.), Shanghai Chest Hospital, Shanghai Jiao Tong University, China; Department of Pharmacy (Z.L., X.L.), Huashan Hospital, Fudan University, Shanghai, China; Department of Pharmacy (W.L.), The First Affiliated Hospital, Fujian Medical University, Fuzhou, China; and School of Basic Medicine and Clinical Pharmacy (Y.C.), China Pharmaceutical University, Nanjing, China
| | - Zheng Jiao
- From the Department of Pharmacy (Z.L., C.W., Y.C., X.L., Z.J.), Shanghai Chest Hospital, Shanghai Jiao Tong University, China; Department of Pharmacy (Z.L., X.L.), Huashan Hospital, Fudan University, Shanghai, China; Department of Pharmacy (W.L.), The First Affiliated Hospital, Fujian Medical University, Fuzhou, China; and School of Basic Medicine and Clinical Pharmacy (Y.C.), China Pharmaceutical University, Nanjing, China.
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5
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Tippayachai P, Leelakanok N, Methaneethorn J. Significant predictors for topiramate pharmacokinetics: a systematic review of population pharmacokinetic studies. JOURNAL OF PHARMACY PRACTICE AND RESEARCH 2022. [DOI: 10.1002/jppr.1787] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Affiliation(s)
- Patinee Tippayachai
- Department of Pharmacy Practice Faculty of Pharmaceutical Sciences Naresuan University Phitsanulok Thailand
| | - Nattawut Leelakanok
- Department of Clinical Pharmacy Faculty of Pharmaceutical Sciences Burapha University Chonburi Thailand
| | - Janthima Methaneethorn
- Department of Pharmacy Practice Faculty of Pharmaceutical Sciences Naresuan University Phitsanulok Thailand
- Center of Excellence for Environmental Health and Toxicology Naresuan University Phitsanulok Thailand
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6
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Pharmacokinetic modeling and simulation of subcutaneous and intravenous IgG dosing in patients with primary immunodeficiency diseases. Int Immunopharmacol 2022; 104:108472. [PMID: 35008008 DOI: 10.1016/j.intimp.2021.108472] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2021] [Revised: 12/07/2021] [Accepted: 12/14/2021] [Indexed: 11/22/2022]
Abstract
A population pharmacokinetic (PK) model for comparing the PK of subcutaneously administered immunoglobulin G (IgG) replacement therapy (SCIG) with Gamunex-C 10% or SCIG 20% formulations in patients with primary immunodeficiency diseases was developed using data from 3 clinical trials (N = 95, 69.5% adults, 30.5% <18 years) of intravenous IG (IVIG) 10% and SCIG 10% or SCIG 20%. Serum IgG exposure following switches from IVIG 10% every 3 or 4 weeks to biweekly SCIG 20% (dose adjustment factor 1.0 or 1.37) and from weekly SCIG 20% to biweekly SCIG 20% or SCIG 20% 2-7 times/week was simulated. The PK of IVIG 10% and SCIG 20% were adequately described by a 2-compartment model with first-order absorption rate constant of exogenous IgG from an SC depot compartment into the central compartment and first-order elimination from the central compartment. Switching from IVIG 10% every 4 weeks to biweekly SCIG 20% produced similar serum IgG exposure, with lower peak and higher trough serum IgG concentrations. Switching from IVIG 10% every 3 or 4 weeks to weekly and biweekly SCIG 20% yielded comparable IgG exposure and clinically effective trough IgG concentrations.
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7
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Wadsworth I, Hampson LV, Bornkamp B, Jaki T. Exposure-response modelling approaches for determining optimal dosing rules in children. Stat Methods Med Res 2020; 29:2583-2602. [PMID: 32050840 PMCID: PMC7528535 DOI: 10.1177/0962280220903751] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
Within paediatric populations, there may be distinct age groups characterised by different exposure-response relationships. Several regulatory guidance documents have suggested general age groupings. However, it is not clear whether these categorisations will be suitable for all new medicines and in all disease areas. We consider two model-based approaches to quantify how exposure-response model parameters vary over a continuum of ages: Bayesian penalised B-splines and model-based recursive partitioning. We propose an approach for deriving an optimal dosing rule given an estimate of how exposure-response model parameters vary with age. Methods are initially developed for a linear exposure-response model. We perform a simulation study to systematically evaluate how well the various approaches estimate linear exposure-response model parameters and the accuracy of recommended dosing rules. Simulation scenarios are motivated by an application to epilepsy drug development. Results suggest that both bootstrapped model-based recursive partitioning and Bayesian penalised B-splines can estimate underlying changes in linear exposure-response model parameters as well as (and in many scenarios, better than) a comparator linear model adjusting for a categorical age covariate with levels following International Conference on Harmonisation E11 groupings. Furthermore, the Bayesian penalised B-splines approach consistently estimates the intercept and slope more accurately than the bootstrapped model-based recursive partitioning. Finally, approaches are extended to estimate Emax exposure-response models and are illustrated with an example motivated by an in vitro study of cyclosporine.
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Affiliation(s)
- Ian Wadsworth
- Department of Mathematics & Statistics, Fylde College, Lancaster University, Lancaster, UK
- Phastar, Macclesfield, UK
| | - Lisa V Hampson
- Advanced Methodology & Data Science, Novartis Pharma AG, Basel, Switzerland
| | - Björn Bornkamp
- Advanced Methodology & Data Science, Novartis Pharma AG, Basel, Switzerland
| | - Thomas Jaki
- Department of Mathematics & Statistics, Fylde College, Lancaster University, Lancaster, UK
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8
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Marathe A, Liu C, Kapcala LP, Hershkowitz N, Men A, Uppoor R, Mehta M, Wang Y. Pharmacometric Bridging Approach for U.S. Food and Drug Administration Approval and Identification of Topiramate Dosing Regimen for Pediatric Patients 2-9 Years of Age With Epilepsy. J Pharm Sci 2019; 108:1598-1603. [DOI: 10.1016/j.xphs.2018.11.027] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2018] [Revised: 11/16/2018] [Accepted: 11/16/2018] [Indexed: 10/27/2022]
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9
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Wang Y, Zhu H, Madabushi R, Liu Q, Huang S, Zineh I. Model‐Informed Drug Development: Current US Regulatory Practice and Future Considerations. Clin Pharmacol Ther 2019; 105:899-911. [DOI: 10.1002/cpt.1363] [Citation(s) in RCA: 89] [Impact Index Per Article: 14.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2018] [Accepted: 12/26/2018] [Indexed: 11/10/2022]
Affiliation(s)
- Yaning Wang
- Office of Clinical PharmacologyOffice of Translational SciencesUS Food and Drug Administration Silver Spring Maryland USA
| | - Hao Zhu
- Office of Clinical PharmacologyOffice of Translational SciencesUS Food and Drug Administration Silver Spring Maryland USA
| | - Rajanikanth Madabushi
- Office of Clinical PharmacologyOffice of Translational SciencesUS Food and Drug Administration Silver Spring Maryland USA
| | - Qi Liu
- Office of Clinical PharmacologyOffice of Translational SciencesUS Food and Drug Administration Silver Spring Maryland USA
| | - Shiew‐Mei Huang
- Office of Clinical PharmacologyOffice of Translational SciencesUS Food and Drug Administration Silver Spring Maryland USA
| | - Issam Zineh
- Office of Clinical PharmacologyOffice of Translational SciencesUS Food and Drug Administration Silver Spring Maryland USA
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10
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Wang Y, Huang SM. Commentary on Fit-For-Purpose Models for Regulatory Applications. J Pharm Sci 2018; 108:18-20. [PMID: 30244011 DOI: 10.1016/j.xphs.2018.09.009] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2018] [Accepted: 09/11/2018] [Indexed: 01/25/2023]
Abstract
Model-based analyses have been applied to influence various drug development and regulatory decisions in the last 2 decades. Applied models range from empirical models to highly complex mechanistic models. "Fit-for-purpose" has been the principle to determine the level of model complexity. While numerous case studies have been published to highlight the impact and value of model-based analyses, more experience and lessons are being accumulated to address new challenges and create more opportunities. The inclusion of Model-Informed Drug Development in the Prescription Drug User Fee Act (PDUFA) VI represents a new landmark for the field of quantitative clinical pharmacology.
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Affiliation(s)
- Yaning Wang
- Office of Clinical Pharmacology, Office of Translational Sciences, U.S. Food and Drug Administration, Silver Spring, Maryland 20903.
| | - Shiew Mei Huang
- Office of Clinical Pharmacology, Office of Translational Sciences, U.S. Food and Drug Administration, Silver Spring, Maryland 20903
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11
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Takenaka O, Ferry J, Saeki K, Laurenza A. Pharmacokinetic/pharmacodynamic analysis of adjunctive perampanel in subjects with partial-onset seizures. Acta Neurol Scand 2018; 137:400-408. [PMID: 29171002 DOI: 10.1111/ane.12874] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/31/2017] [Indexed: 02/01/2023]
Abstract
OBJECTIVES Explore perampanel pharmacokinetics (PK) in all subjects (aged ≥12 years) vs adolescents (aged ≥12 to ≤17 years) with partial-onset seizures (POS) and identify factors explaining between-subject variability in efficacy using a population PK/pharmacodynamic (PD) analysis. MATERIALS & METHODS Population PK analysis was performed using nonlinear mixed-effect modeling with data from phase II/III randomized, double-blind, placebo-controlled studies of adjunctive perampanel in POS. Perampanel exposure was predicted for all subjects and adolescents. Population PK/PD analyses were performed using data from phase III studies to explore the relationship between perampanel exposure and 28-day average seizure frequency and responder probability. RESULTS Pooled perampanel PK data from 1318 subjects were described by a one-compartment disposition model. In the absence of antiepileptic drugs (AEDs) affecting perampanel PK, estimated perampanel apparent clearance (CL/F) was 0.668 L/h (all subjects) and 0.682 L/h (adolescent subjects). Co-administration of carbamazepine and oxcarbazepine/phenytoin reduced perampanel exposure. Gender, Asian race (excluding Japanese or Chinese), and increasing alanine aminotransferase lowered perampanel CL/F, but differences were small and not considered clinically relevant. Adolescent outcomes were similar to the total population. Based on PK/PD data from 1748 subjects, percent reduction in 28-day average seizure frequency from baseline and responder probability increased with increasing perampanel exposure; concomitant CYP3A-inducing AEDs lowered perampanel exposure but did not impact the slope for responder probability. CONCLUSIONS These results are consistent with previous analyses but expand on these through inclusion of a larger number of patients from different ethnic groups, and demonstrate that outcomes were similar between adults and adolescents.
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Affiliation(s)
| | - J. Ferry
- Eisai Inc.; Woodcliff Lake NJ USA
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12
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Model-based drug development: application of modeling and simulation in drug development. JOURNAL OF PHARMACEUTICAL INVESTIGATION 2017. [DOI: 10.1007/s40005-017-0371-3] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
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13
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van Dijkman SC, Voskuyl RA, de Lange EC. Biomarkers in epilepsy-A modelling perspective. Eur J Pharm Sci 2017; 109S:S47-S52. [PMID: 28528284 DOI: 10.1016/j.ejps.2017.05.035] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2017] [Accepted: 05/15/2017] [Indexed: 10/19/2022]
Abstract
Biomarkers can be categorised from type 0 (genotype or phenotype), through 6 (clinical scales), each level representing a part of the processes involved in the biological system and drug treatment. This classification facilitates the identification and connection of information required to fully (mathematically) model a disease and its treatment using integrated information from biomarkers. Two recent reviews thoroughly discussed the current status and development of biomarkers for epilepsy, but a path towards the integration of such biomarkers for the personalisation of anti-epileptic drug treatment is lacking. Here we aim to 1) briefly categorise the available epilepsy biomarkers and identify gaps, and 2) provide a modelling perspective on approaches to fill such gaps. There is mainly a lack of biomarker types 2 (target occupancy) and 3 (target activation). Current literature typically focuses on qualitative biomarkers for diagnosis and prediction of treatment response or failure, leaving a need for biomarkers that help to quantitatively understand the overall system to explain and predict differences in disease and treatment outcome. Due to the complexity of epilepsy, filling the biomarker gaps will require collaboration and expertise from the fields of systems biology and systems pharmacology.
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Affiliation(s)
- Sven C van Dijkman
- Division of Pharmacology, Leiden Academic Centre for Drug Research, The Netherlands.
| | - Rob A Voskuyl
- Division of Pharmacology, Leiden Academic Centre for Drug Research, The Netherlands
| | - Elizabeth C de Lange
- Division of Pharmacology, Leiden Academic Centre for Drug Research, The Netherlands
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14
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van Dijkman SC, Rauwé WM, Danhof M, Della Pasqua O. Pharmacokinetic interactions and dosing rationale for antiepileptic drugs in adults and children. Br J Clin Pharmacol 2017; 84:97-111. [PMID: 28815754 DOI: 10.1111/bcp.13400] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2017] [Revised: 07/19/2017] [Accepted: 07/30/2017] [Indexed: 01/31/2023] Open
Abstract
AIMS Population pharmacokinetic modelling has been widely used across many therapeutic areas to identify sources of variability, which are incorporated into models as covariate factors. Despite numerous publications on pharmacokinetic drug-drug interactions (DDIs) between antiepileptic drugs (AEDs), such data are not used to support the dose rationale for polytherapy in the treatment of epileptic seizures. Here we assess the impact of DDIs on plasma concentrations and evaluate the need for AED dose adjustment. METHODS Models describing the pharmacokinetics of carbamazepine, clobazam, clonazepam, lamotrigine, levetiracetam, oxcarbazepine, phenobarbital, phenytoin, topiramate, valproic acid and zonisamide in adult and paediatric patients were collected from the published literature and implemented in NONMEM v7.2. Taking current clinical practice into account, we explore simulation scenarios to characterize AED exposure in virtual patients receiving mono- and polytherapy. Steady-state, maximum and minimum concentrations were selected as parameters of interest for this analysis. RESULTS Our simulations show that DDIs can cause major changes in AED concentrations both in adults and children. When more than one AED is used, even larger changes are observed in the concentrations of the primary drug, leading to significant differences in steady-state concentration between mono- and polytherapy for most AEDs. These results suggest that currently recommended dosing algorithms and titration procedures do not ensure attainment of appropriate therapeutic concentrations. CONCLUSIONS The effect of DDIs on AED exposure cannot be overlooked. Clinical guidelines must consider such covariate effects and ensure appropriate dosing recommendations for adult and paediatric patients who require combination therapy.
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Affiliation(s)
- Sven C van Dijkman
- Division of Pharmacology, Leiden Academic Centre for Drug Research, Leiden, The Netherlands
| | - Willem M Rauwé
- Division of Pharmacology, Leiden Academic Centre for Drug Research, Leiden, The Netherlands
| | - Meindert Danhof
- Division of Pharmacology, Leiden Academic Centre for Drug Research, Leiden, The Netherlands
| | - Oscar Della Pasqua
- Clinical Pharmacology Modelling & Simulation, GlaxoSmithKline, Stockley Park, UK.,Clinical Pharmacology & Therapeutics Group, University College London, London, UK
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15
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Fureman BE, Friedman D, Baulac M, Glauser T, Moreno J, Dixon-Salazar T, Bagiella E, Connor J, Ferry J, Farrell K, Fountain NB, French JA. Reducing placebo exposure in trials: Considerations from the Research Roundtable in Epilepsy. Neurology 2017; 89:1507-1515. [PMID: 28878049 DOI: 10.1212/wnl.0000000000004535] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2017] [Accepted: 07/10/2017] [Indexed: 11/15/2022] Open
Abstract
The randomized controlled trial is the unequivocal gold standard for demonstrating clinical efficacy and safety of investigational therapies. Recently there have been concerns raised about prolonged exposure to placebo and ineffective therapy during the course of an add-on regulatory trial for new antiepileptic drug approval (typically ∼6 months in duration), due to the potential risks of continued uncontrolled epilepsy for that period. The first meeting of the Research Roundtable in Epilepsy on May 19-20, 2016, focused on "Reducing placebo exposure in epilepsy clinical trials," with a goal of considering new designs for epilepsy regulatory trials that may be added to the overall development plan to make it, as a whole, safer for participants while still providing rigorous evidence of effect. This topic was motivated in part by data from a meta-analysis showing a 3- to 5-fold increased rate of sudden unexpected death in epilepsy in participants randomized to placebo or ineffective doses of new antiepileptic drugs. The meeting agenda included rationale and discussion of different trial designs, including active-control add-on trials, placebo add-on to background therapy with adjustment, time to event designs, adaptive designs, platform trials with pooled placebo control, a pharmacokinetic/pharmacodynamic approach to reducing placebo exposure, and shorter trials when drug tolerance has been ruled out. The merits and limitations of each design were discussed and are reviewed here.
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Affiliation(s)
- Brandy E Fureman
- From the Research and New Therapies Program (B.E.F., K.F., J.A.F.), Epilepsy Foundation of America, Landover, MD; Department of Neurology (D.F., J.A.F.), New York University, New York; Department of Neurology (M.B.), Hôpital la Salpêtrière, APHP/ICM, University Pierre et Marie Curie, Paris, France; Cincinnati Children's Research Foundation (T.G.), OH; University of Pennsylvania (J.M.), Philadelphia; LGS Foundation (Lennox-Gastaut Syndrome) (T.D.-S.), Bohemia; Mount Sinai School of Medicine (E.B.), New York, NY; Berry Consultants LLC and University of Central Florida College of Medicine (J.C.), Orlando; Eisai Inc. (J.F.), Woodcliff Lake, NJ; and Department of Neurology (N.B.F.), University of Virginia, Charlottesville.
| | - Daniel Friedman
- From the Research and New Therapies Program (B.E.F., K.F., J.A.F.), Epilepsy Foundation of America, Landover, MD; Department of Neurology (D.F., J.A.F.), New York University, New York; Department of Neurology (M.B.), Hôpital la Salpêtrière, APHP/ICM, University Pierre et Marie Curie, Paris, France; Cincinnati Children's Research Foundation (T.G.), OH; University of Pennsylvania (J.M.), Philadelphia; LGS Foundation (Lennox-Gastaut Syndrome) (T.D.-S.), Bohemia; Mount Sinai School of Medicine (E.B.), New York, NY; Berry Consultants LLC and University of Central Florida College of Medicine (J.C.), Orlando; Eisai Inc. (J.F.), Woodcliff Lake, NJ; and Department of Neurology (N.B.F.), University of Virginia, Charlottesville
| | - Michel Baulac
- From the Research and New Therapies Program (B.E.F., K.F., J.A.F.), Epilepsy Foundation of America, Landover, MD; Department of Neurology (D.F., J.A.F.), New York University, New York; Department of Neurology (M.B.), Hôpital la Salpêtrière, APHP/ICM, University Pierre et Marie Curie, Paris, France; Cincinnati Children's Research Foundation (T.G.), OH; University of Pennsylvania (J.M.), Philadelphia; LGS Foundation (Lennox-Gastaut Syndrome) (T.D.-S.), Bohemia; Mount Sinai School of Medicine (E.B.), New York, NY; Berry Consultants LLC and University of Central Florida College of Medicine (J.C.), Orlando; Eisai Inc. (J.F.), Woodcliff Lake, NJ; and Department of Neurology (N.B.F.), University of Virginia, Charlottesville
| | - Tracy Glauser
- From the Research and New Therapies Program (B.E.F., K.F., J.A.F.), Epilepsy Foundation of America, Landover, MD; Department of Neurology (D.F., J.A.F.), New York University, New York; Department of Neurology (M.B.), Hôpital la Salpêtrière, APHP/ICM, University Pierre et Marie Curie, Paris, France; Cincinnati Children's Research Foundation (T.G.), OH; University of Pennsylvania (J.M.), Philadelphia; LGS Foundation (Lennox-Gastaut Syndrome) (T.D.-S.), Bohemia; Mount Sinai School of Medicine (E.B.), New York, NY; Berry Consultants LLC and University of Central Florida College of Medicine (J.C.), Orlando; Eisai Inc. (J.F.), Woodcliff Lake, NJ; and Department of Neurology (N.B.F.), University of Virginia, Charlottesville
| | - Jonathan Moreno
- From the Research and New Therapies Program (B.E.F., K.F., J.A.F.), Epilepsy Foundation of America, Landover, MD; Department of Neurology (D.F., J.A.F.), New York University, New York; Department of Neurology (M.B.), Hôpital la Salpêtrière, APHP/ICM, University Pierre et Marie Curie, Paris, France; Cincinnati Children's Research Foundation (T.G.), OH; University of Pennsylvania (J.M.), Philadelphia; LGS Foundation (Lennox-Gastaut Syndrome) (T.D.-S.), Bohemia; Mount Sinai School of Medicine (E.B.), New York, NY; Berry Consultants LLC and University of Central Florida College of Medicine (J.C.), Orlando; Eisai Inc. (J.F.), Woodcliff Lake, NJ; and Department of Neurology (N.B.F.), University of Virginia, Charlottesville
| | - Tracy Dixon-Salazar
- From the Research and New Therapies Program (B.E.F., K.F., J.A.F.), Epilepsy Foundation of America, Landover, MD; Department of Neurology (D.F., J.A.F.), New York University, New York; Department of Neurology (M.B.), Hôpital la Salpêtrière, APHP/ICM, University Pierre et Marie Curie, Paris, France; Cincinnati Children's Research Foundation (T.G.), OH; University of Pennsylvania (J.M.), Philadelphia; LGS Foundation (Lennox-Gastaut Syndrome) (T.D.-S.), Bohemia; Mount Sinai School of Medicine (E.B.), New York, NY; Berry Consultants LLC and University of Central Florida College of Medicine (J.C.), Orlando; Eisai Inc. (J.F.), Woodcliff Lake, NJ; and Department of Neurology (N.B.F.), University of Virginia, Charlottesville
| | - Emilia Bagiella
- From the Research and New Therapies Program (B.E.F., K.F., J.A.F.), Epilepsy Foundation of America, Landover, MD; Department of Neurology (D.F., J.A.F.), New York University, New York; Department of Neurology (M.B.), Hôpital la Salpêtrière, APHP/ICM, University Pierre et Marie Curie, Paris, France; Cincinnati Children's Research Foundation (T.G.), OH; University of Pennsylvania (J.M.), Philadelphia; LGS Foundation (Lennox-Gastaut Syndrome) (T.D.-S.), Bohemia; Mount Sinai School of Medicine (E.B.), New York, NY; Berry Consultants LLC and University of Central Florida College of Medicine (J.C.), Orlando; Eisai Inc. (J.F.), Woodcliff Lake, NJ; and Department of Neurology (N.B.F.), University of Virginia, Charlottesville
| | - Jason Connor
- From the Research and New Therapies Program (B.E.F., K.F., J.A.F.), Epilepsy Foundation of America, Landover, MD; Department of Neurology (D.F., J.A.F.), New York University, New York; Department of Neurology (M.B.), Hôpital la Salpêtrière, APHP/ICM, University Pierre et Marie Curie, Paris, France; Cincinnati Children's Research Foundation (T.G.), OH; University of Pennsylvania (J.M.), Philadelphia; LGS Foundation (Lennox-Gastaut Syndrome) (T.D.-S.), Bohemia; Mount Sinai School of Medicine (E.B.), New York, NY; Berry Consultants LLC and University of Central Florida College of Medicine (J.C.), Orlando; Eisai Inc. (J.F.), Woodcliff Lake, NJ; and Department of Neurology (N.B.F.), University of Virginia, Charlottesville
| | - Jim Ferry
- From the Research and New Therapies Program (B.E.F., K.F., J.A.F.), Epilepsy Foundation of America, Landover, MD; Department of Neurology (D.F., J.A.F.), New York University, New York; Department of Neurology (M.B.), Hôpital la Salpêtrière, APHP/ICM, University Pierre et Marie Curie, Paris, France; Cincinnati Children's Research Foundation (T.G.), OH; University of Pennsylvania (J.M.), Philadelphia; LGS Foundation (Lennox-Gastaut Syndrome) (T.D.-S.), Bohemia; Mount Sinai School of Medicine (E.B.), New York, NY; Berry Consultants LLC and University of Central Florida College of Medicine (J.C.), Orlando; Eisai Inc. (J.F.), Woodcliff Lake, NJ; and Department of Neurology (N.B.F.), University of Virginia, Charlottesville
| | - Kathleen Farrell
- From the Research and New Therapies Program (B.E.F., K.F., J.A.F.), Epilepsy Foundation of America, Landover, MD; Department of Neurology (D.F., J.A.F.), New York University, New York; Department of Neurology (M.B.), Hôpital la Salpêtrière, APHP/ICM, University Pierre et Marie Curie, Paris, France; Cincinnati Children's Research Foundation (T.G.), OH; University of Pennsylvania (J.M.), Philadelphia; LGS Foundation (Lennox-Gastaut Syndrome) (T.D.-S.), Bohemia; Mount Sinai School of Medicine (E.B.), New York, NY; Berry Consultants LLC and University of Central Florida College of Medicine (J.C.), Orlando; Eisai Inc. (J.F.), Woodcliff Lake, NJ; and Department of Neurology (N.B.F.), University of Virginia, Charlottesville
| | - Nathan B Fountain
- From the Research and New Therapies Program (B.E.F., K.F., J.A.F.), Epilepsy Foundation of America, Landover, MD; Department of Neurology (D.F., J.A.F.), New York University, New York; Department of Neurology (M.B.), Hôpital la Salpêtrière, APHP/ICM, University Pierre et Marie Curie, Paris, France; Cincinnati Children's Research Foundation (T.G.), OH; University of Pennsylvania (J.M.), Philadelphia; LGS Foundation (Lennox-Gastaut Syndrome) (T.D.-S.), Bohemia; Mount Sinai School of Medicine (E.B.), New York, NY; Berry Consultants LLC and University of Central Florida College of Medicine (J.C.), Orlando; Eisai Inc. (J.F.), Woodcliff Lake, NJ; and Department of Neurology (N.B.F.), University of Virginia, Charlottesville
| | - Jacqueline A French
- From the Research and New Therapies Program (B.E.F., K.F., J.A.F.), Epilepsy Foundation of America, Landover, MD; Department of Neurology (D.F., J.A.F.), New York University, New York; Department of Neurology (M.B.), Hôpital la Salpêtrière, APHP/ICM, University Pierre et Marie Curie, Paris, France; Cincinnati Children's Research Foundation (T.G.), OH; University of Pennsylvania (J.M.), Philadelphia; LGS Foundation (Lennox-Gastaut Syndrome) (T.D.-S.), Bohemia; Mount Sinai School of Medicine (E.B.), New York, NY; Berry Consultants LLC and University of Central Florida College of Medicine (J.C.), Orlando; Eisai Inc. (J.F.), Woodcliff Lake, NJ; and Department of Neurology (N.B.F.), University of Virginia, Charlottesville
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Dijkman SC, Wicha SG, Danhof M, Della Pasqua OE. Individualized Dosing Algorithms and Therapeutic Monitoring for Antiepileptic Drugs. Clin Pharmacol Ther 2017; 103:663-673. [DOI: 10.1002/cpt.777] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2016] [Revised: 05/24/2017] [Accepted: 06/20/2017] [Indexed: 12/18/2022]
Affiliation(s)
- Sven C. Dijkman
- Division of PharmacologyLeiden Academic Centre for Drug ResearchLeiden The Netherlands
| | - Sebastian G. Wicha
- Department of Pharmaceutical BiosciencesUppsala UniversityUppsala Sweden
| | - Meindert Danhof
- Division of PharmacologyLeiden Academic Centre for Drug ResearchLeiden The Netherlands
| | - Oscar E. Della Pasqua
- Clinical Pharmacology Modelling & SimulationGlaxoSmithKlineUxbridge UK
- Clinical Pharmacology and TherapeuticsUniversity College LondonLondon UK
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17
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Modi NB. Application of Pharmacokinetics and Pharmacodynamics in Product Life Cycle Management. A Case Study with a Carbidopa-Levodopa Extended-Release Formulation. AAPS JOURNAL 2017; 19:607-618. [PMID: 28120254 DOI: 10.1208/s12248-016-0032-x] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/22/2016] [Accepted: 12/19/2016] [Indexed: 11/30/2022]
Abstract
Increasing costs in discovering and developing new molecular entities and the continuing debate on limited company pipelines mean that pharmaceutical companies are under significant pressure to maximize the value of approved products. Life cycle management in the context of drug development comprises activities to maximize the effective life of a product. Life cycle approaches can involve new formulations, new routes of delivery, new indications or expansion of the population for whom the product is indicated, or development of combination products. Life cycle management may provide an opportunity to improve upon the current product through enhanced efficacy or reduced side effects and could expand the therapeutic market for the product. Successful life cycle management may include the potential for superior efficacy, improved tolerability, or a better prescriber or patient acceptance. Unlike generic products where bioequivalence to an innovator product may be sufficient for drug approval, life cycle management typically requires a series of studies to characterize the value of the product. This review summarizes key considerations in identifying product candidates that may be suitable for life cycle management and discusses the application of pharmacokinetics and pharmacodynamics in developing new products using a life cycle management approach. Examples and a case study to illustrate how pharmacokinetics and pharmacodynamics contributed to the selection of dosing regimens, demonstration of an improved therapeutic effect, or regulatory approval of an improved product label are presented.
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Affiliation(s)
- Nishit B Modi
- Impax Specialty Pharma, a division of Impax Laboratories, Inc., 31047 Genstar Road, Hayward, California, 9454, USA.
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18
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Silberstein SD. Topiramate in Migraine Prevention: A 2016 Perspective. Headache 2016; 57:165-178. [PMID: 27902848 DOI: 10.1111/head.12997] [Citation(s) in RCA: 73] [Impact Index Per Article: 8.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2016] [Accepted: 10/14/2016] [Indexed: 11/27/2022]
Abstract
BACKGROUND In evidence-based guidelines published in 2000, topiramate was a third-tier migraine preventive with no scientific evidence of efficacy; recommendation for its use reflected consensus opinion and clinical experience. Its neurostabilizing activity, coupled with its favorable weight profile, made topiramate an attractive alternative to other migraine preventives that caused weight gain. When guidelines for migraine prevention in episodic migraine were published in 2012, topiramate was included as a first-line option based on double-blind, randomized controlled trials involving nearly 3000 patients. The scientific and clinical interest in topiramate has generated a large body of data from randomized controlled trials, meta-analyses, patient registries, cohort studies, and claims data analyses that have more fully characterized its role as a migraine preventive. AIM This article will review the profile of topiramate that has emerged out of the past decade of research and clinical use in migraine prophylaxis. It will also address the rationale for extended-release (XR) formulations in optimizing topiramate therapy in migraine. SUMMARY Topiramate has activity at multiple molecular targets, which may account for why it is effective in migraine and most other, more specific, anticonvulsants are not. Based on randomized controlled trials, topiramate reduces migraine frequency and acute medication use, improves quality of life, and reduces disability in patients with episodic migraine and in those with chronic migraine with or without medication overuse headache. Its efficacy in chronic migraine is not improved by the addition of propranolol. Topiramate's ability to prevent progression from high-frequency episodic migraine to chronic migraine remains unclear. Consistent with clinicians' perceptions, migraineurs are more sensitive to topiramate-associated side effects than patients with epilepsy. Paresthesia is a common occurrence early in treatment but is rarely cause for terminating topiramate treatment. Cognitive problems occur much less frequently than paresthesia but are more troublesome in terms of treatment discontinuation. Cognitive complaints can often be managed by slowly increasing the topiramate dose in small increments to allow habituation. As with other carbonic anhydrase inhibitors, topiramate has metabolic effects that favor the development of metabolic acidosis and possibly renal stones. Because migraineurs have an increased risk of renal stones independent of topiramate exposure, clinicians should counsel all migraine patients to maintain hydration. Abrupt onset of blurring, other visual disturbances, and/or ocular pain following topiramate's initiation should be evaluated promptly since this may indicate rare but potentially sight-threatening idiosyncratic events. Postmarketing evidence has shown that first-trimester exposure to topiramate monotherapy is associated with increased occurrence of cleft lip with or without cleft palate (Pregnancy Category D). Even though topiramate's long half-life would seemingly support q.d. dosing, randomized controlled migraine trials used b.i.d. administration of immediate-release (IR) topiramate, which has more favorable plasma concentration-time profile (ie, lower peak concentrations and higher trough concentrations) than q.d. IR dosing. Given the sensitivity of migraineurs to topiramate-related adverse events, particularly cognitive effects, pharmacokinetic profiles should be considered when optimizing migraine outcomes. The extended-release (XR) formulations Qudexy® XR (Upsher-Smith Laboratories) and Trokendi XR® (Supernus Pharmaceuticals) were specifically designed to achieve the adherence benefits of q.d. dosing but with more favorable (ie, more constant) steady-state plasma concentrations over the 24-hour dosing interval vs IR topiramate b.i.d. Intriguing results from a study in healthy volunteers showed consistently less impairment in neuropsychometric tests of verbal fluency and mental processing speed with an XR topiramate formulation (Trokendi XR) vs IR topiramate b.i.d. These findings suggest a pharmacodynamic effect associated with significantly reducing plasma concentration fluctuation when topiramate absorption is slowed. Results of retrospective studies in migraineurs treated with XR topiramate appear to support a clinically meaningful benefit of XR topiramate vs IR topiramate in terms of significantly fewer cognitive effects, improved adherence, and overall better outcomes of migraine prophylaxis with topiramate.
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Affiliation(s)
- Stephen D Silberstein
- Jefferson Headache Center, Thomas Jefferson University, Philadelphia, PA, 19107, USA
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19
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Gidal BE, Clark AM, Anders B, Gilliam F. The application of half-life in clinical decision making: Comparison of the pharmacokinetics of extended-release topiramate (USL255) and immediate-release topiramate. Epilepsy Res 2016; 129:26-32. [PMID: 27883934 DOI: 10.1016/j.eplepsyres.2016.10.020] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2016] [Revised: 09/28/2016] [Accepted: 10/25/2016] [Indexed: 10/20/2022]
Abstract
OBJECTIVE For extended-release drugs with multi-compartment kinetics, such as topiramate, effective half-life (t1/2eff) may be a more clinically relevant parameter than elimination half-life (t1/2z). Using topiramate as a real-life example, the objective was to compare these half-life values for immediate- and extended-release topiramate (TPM-IR and USL255, respectively) to understand how drug pharmacokinetics may impact drug dosing recommendations. METHODS The t1/2z and t1/2eff for USL255 and TPM-IR were compared using data from a phase I study (N=36) of 200mg USL255 administered once daily (QD) or TPM-IR twice daily (BID); effect of sampling duration on t1/2z was investigated. To further explore the relationship between half-life and dosing, steady-state PK was simulated for USL255 and TPM-IR. RESULTS As previously reported, mean t1/2z was similar between USL255 (80.2h) and TPM-IR (82.8h); TPM-IR t1/2z was ∼4 times longer than reported in the Topamax label (21h). In contrast, USL255 displayed a 1.5 fold longer t1/2eff (55.7 vs 37.1h for TPM-IR). When t1/2z was calculated from 48 to 336h, values ranged from 28.8 to 82.8h. Simulated steady-state PK profiles of USL255 QD exhibited reduced plasma fluctuations during a dosing interval vs TPM-IR QD or BID. SIGNIFICANCE As expected for the same moiety, t1/2z of USL255 and TPM-IR were similar; however, the longer t1/2eff for USL255 better approximates differences in recommend dosing (QD USL255 vs BID TPM-IR). Further, sampling duration impacted t1/2z, diminishing its predictive value for determining dose regimens; sampling-time differences may also explain t1/2z discrepancy between TPM-IR here versus Topamax label. As expected, steady-state simulations confirm that although TPM-IR has a long t1/2z, taking TPM-IR QD would lead to large plasma fluctuations. These data demonstrate that t1/2z may be less clinically meaningful than t1/2eff, and using t1/2z for some drugs may lead to erroneous conclusions regarding dosing regimens.
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Affiliation(s)
- Barry E Gidal
- University of Wisconsin School of Pharmacy & Department of Neurology, Madison, WI 53705, United States.
| | - Annie M Clark
- Upsher-Smith Laboratories, Inc. 6701 Evenstad Drive, Maple Grove, MN 55369, United States.
| | - Bob Anders
- Upsher-Smith Laboratories, Inc. 6701 Evenstad Drive, Maple Grove, MN 55369, United States.
| | - Frank Gilliam
- University of Kentucky, Kentucky Neuroscience Institute, 740 South Limestone Kentucky Clinic, First floor, Wing C, Lexington, KY 40536, United States.
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20
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Pharmacokinetics, exposure–cognition, and exposure–efficacy relationships of perampanel in adolescents with inadequately controlled partial-onset seizures. Epilepsy Res 2016; 127:126-134. [DOI: 10.1016/j.eplepsyres.2016.08.025] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2015] [Revised: 07/11/2016] [Accepted: 08/21/2016] [Indexed: 11/23/2022]
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21
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Smania G, Baiardi P, Ceci A, Cella M, Magni P. Model-Based Assessment of Alternative Study Designs in Pediatric Trials. Part II: Bayesian Approaches. CPT-PHARMACOMETRICS & SYSTEMS PHARMACOLOGY 2016; 5:402-10. [PMID: 27530374 PMCID: PMC4999603 DOI: 10.1002/psp4.12092] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/26/2015] [Revised: 05/26/2016] [Accepted: 06/03/2016] [Indexed: 11/10/2022]
Abstract
This study presents a pharmacokinetic‐pharmacodynamic based clinical trial simulation framework for evaluating the performance of a fixed‐sample Bayesian design (BD) and two alternative Bayesian sequential designs (BSDs) (i.e., a non‐hierarchical (NON‐H) and a semi‐hierarchical (SEMI‐H) one). Prior information was elicited from adult trials and weighted based on the expected similarity of response to treatment between the pediatric and adult populations. Study designs were evaluated in terms of: type I and II errors, sample size per arm (SS), trial duration (TD), and estimate precision. No substantial differences were observed between NON‐H and SEMI‐H. BSDs require, on average, smaller SS and TD compared to the BD, which, on the other hand, guarantees higher estimate precision. When large differences between children and adults are expected, BSDs can return very large SS. Bayesian approaches appear to outperform their frequentist counterparts in the design of pediatric trials even when little weight is given to prior information from adults.
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Affiliation(s)
- G Smania
- Consorzio per Valutazioni Biologiche e Farmacologiche, Via Luigi Porta 14, Pavia, Italy.,Dipartimento di Ingegneria Industriale e dell'Informazione, Università degli Studi di Pavia, Via Ferrata 5, Pavia, Italy
| | - P Baiardi
- Direzione Scientifica Centrale, Fondazione Salvatore Maugeri, IRCCS, Via Salvatore Maugeri 4, Pavia, Italy
| | - A Ceci
- Consorzio per Valutazioni Biologiche e Farmacologiche, Via Luigi Porta 14, Pavia, Italy
| | - M Cella
- Consorzio per Valutazioni Biologiche e Farmacologiche, Via Luigi Porta 14, Pavia, Italy.,Department of Clinical Pharmacology, Global Clinical Development, Chiesi Farmaceutici, Parma, Italy
| | - P Magni
- Dipartimento di Ingegneria Industriale e dell'Informazione, Università degli Studi di Pavia, Via Ferrata 5, Pavia, Italy
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22
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van Dijkman SC, Alvarez-Jimenez R, Danhof M, Della Pasqua O. Pharmacotherapy in pediatric epilepsy: from trial and error to rational drug and dose selection - a long way to go. Expert Opin Drug Metab Toxicol 2016; 12:1143-56. [PMID: 27434782 DOI: 10.1080/17425255.2016.1203900] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
INTRODUCTION Whereas ongoing efforts in epilepsy research focus on the underlying disease processes, the lack of a physiologically based rationale for drug and dose selection contributes to inadequate treatment response in children. In fact, limited information on the interindividual variation in pharmacokinetics and pharmacodynamics of anti-epileptic drugs (AEDs) in children drive prescription practice, which relies primarily on dose regimens according to a mg/kg basis. Such practice has evolved despite advancements in pediatric pharmacology showing that growth and maturation processes do not correlate linearly with changes in body size. AREAS COVERED In this review we aim to provide 1) a comprehensive overview of the sources of variability in the response to AEDs, 2) insight into novel methodologies to characterise such variation and 3) recommendations for treatment personalisation. EXPERT OPINION The use of pharmacokinetic-pharmacodynamic principles in clinical practice is hindered by the lack of biomarkers and by practical constraints in the evaluation of polytherapy. The identification of biomarkers and their validation as tools for drug development and therapeutics will require some time. Meanwhile, one should not miss the opportunity to integrate the available pharmacokinetic data with modeling and simulation concepts to prevent further delays in the development of personalised treatments for pediatric patients.
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Affiliation(s)
- Sven C van Dijkman
- a Division of Pharmacology , Leiden Academic Centre for Drug Research , Leiden , The Netherlands
| | - Ricardo Alvarez-Jimenez
- a Division of Pharmacology , Leiden Academic Centre for Drug Research , Leiden , The Netherlands
| | - Meindert Danhof
- a Division of Pharmacology , Leiden Academic Centre for Drug Research , Leiden , The Netherlands
| | - Oscar Della Pasqua
- b Clinical Pharmacology and Discovery Medicine , GlaxoSmithKline , Stockley Park , UK.,c Clinical Pharmacology and Therapeutics , University College London , London , UK
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23
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Smania G, Baiardi P, Ceci A, Magni P, Cella M. Model-Based Assessment of Alternative Study Designs in Pediatric Trials. Part I: Frequentist Approaches. CPT-PHARMACOMETRICS & SYSTEMS PHARMACOLOGY 2016; 5:305-12. [PMID: 27300083 PMCID: PMC5131885 DOI: 10.1002/psp4.12083] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/26/2015] [Revised: 03/25/2016] [Accepted: 04/18/2016] [Indexed: 11/10/2022]
Abstract
Alternative designs can increase the feasibility of pediatric trials when compared to classical parallel designs (PaD). In this work we present a model-based approach based on clinical trial simulations for the comparison of PaD with the alternative sequential, crossover, and randomized withdrawal (RWD) designs. Study designs were evaluated in terms of: type I and II errors, sample size per arm (SS), trial duration (TD), treatment exposures, and parameter estimate precision (EP). The crossover requires the lowest SS and TD, although it implies higher placebo and no treatment exposures. RWD maximizes exposure to active treatment while minimizing that to placebo, but requires the largest SS. SS of sequential designs can sometimes be smaller than the crossover one, although with poorer EP. This pharmacometric framework allows a multiscale comparison of alternative study designs that can be used for design selection in future pediatric trials.
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Affiliation(s)
- G Smania
- Consorzio per Valutazioni Biologiche e Farmacologiche, Pavia, Italy.,Dipartimento di Ingegneria Industriale e dell'Informazione, Università degli Studi di Pavia, Pavia, Italy
| | - P Baiardi
- Direzione Scientifica Centrale, Fondazione Salvatore Maugeri, IRCCS, Pavia, Italy
| | - A Ceci
- Consorzio per Valutazioni Biologiche e Farmacologiche, Pavia, Italy
| | - P Magni
- Dipartimento di Ingegneria Industriale e dell'Informazione, Università degli Studi di Pavia, Pavia, Italy
| | - M Cella
- Consorzio per Valutazioni Biologiche e Farmacologiche, Pavia, Italy.,Department of Clinical Pharmacology, Global Clinical Development, Chiesi Farmaceutici, Parma, Italy
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Ahmed GF, Marino SE, Brundage RC, Pakhomov SVS, Leppik IE, Cloyd JC, Clark A, Birnbaum AK. Pharmacokinetic-pharmacodynamic modelling of intravenous and oral topiramate and its effect on phonemic fluency in adult healthy volunteers. Br J Clin Pharmacol 2016; 79:820-30. [PMID: 25403343 DOI: 10.1111/bcp.12556] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2014] [Accepted: 11/07/2014] [Indexed: 11/26/2022] Open
Abstract
AIMS The aim was to develop a quantitative approach that characterizes the magnitude of and variability in phonemic generative fluency scores as measured by the Controlled Oral Word Association (COWA) test in healthy volunteers after administration of an oral and a novel intravenous (IV) formulation of topiramate (TPM). METHODS Nonlinear mixed-effects modelling was used to describe the plasma TPM concentrations resulting from oral or IV administration. A pharmacokinetic-pharmacodynamic (PK-PD) model was developed sequentially to characterize the effect of TPM concentrations on COWA with different distributional assumptions. RESULTS Topiramate was rapidly absorbed, with a median time to maximal concentration of 1 h and an oral bioavailability of ~100%. Baseline COWA score increased by an average of 12% after the third administration on drug-free sessions. An exponential model described the decline of COWA scores, which decreased by 14.5% for each 1 mg l(-1) increase in TPM concentration. The COWA scores were described equally well by both continuous normal and Poisson distributions. CONCLUSIONS This analysis quantified the effect of TPM exposure on generative verbal fluency as measured by COWA. Repetitive administration of COWA resulted in a better performance, possibly due to a learning effect. The model predicts a 27% reduction in the COWA score at the average observed maximal plasma concentration after a 100 mg dose of TPM. The single-dose administration of relatively low TPM doses and narrow range of resultant concentrations in our study were limitations to investigating the PK-PD relationship at higher TPM exposures. Hence, the findings may not be readily generalized to the broader patient population.
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Affiliation(s)
- Ghada F Ahmed
- Department of Experimental and Clinical Pharmacology, College of Pharmacy, University of Minnesota, Minneapolis, MN, USA
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Nielsen JC, Tolbert D, Patel M, Kowalski KG, Wesche DL. Vigabatrin pediatric dosing information for refractory complex partial seizures: results from a population dose-response analysis. Epilepsia 2014; 55:e134-8. [PMID: 25311090 DOI: 10.1111/epi.12825] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/04/2014] [Indexed: 01/28/2023]
Abstract
We predicted vigabatrin dosages for adjunctive therapy for pediatric patients with refractory complex partial seizures (rCPS) that would produce efficacy comparable to that observed for approved adult dosages. A dose-response model related seizure-count data to vigabatrin dosage to identify dosages for pediatric rCPS patients. Seizure-count data were obtained from three pediatric and two adult rCPS clinical trials. Dosages were predicted for oral solution and tablet formulations. Predicted oral solution dosages to achieve efficacy comparable to that of a 1 g/day adult dosage were 350 and 450 mg/day for patients with body weight ranges 10-15 and >15-20 kg, respectively. Predicted oral solution dosages for efficacy comparable to a 3 g/day adult dosage were 1,050 and 1,300 mg/day for weight ranges 10-15 and >15-20 kg, respectively. Predicted tablet dosage for efficacy comparable to a 1 g/day adult dosage was 500 mg/day for weight ranges 25-60 kg. Predicted tablet dosage for efficacy comparable to a 3 g/day adult dosage was 2,000 mg for weight ranges 25-60 kg. Vigabatrin dosages were identified for pediatric rCPS patients with body weights ≥10 kg.
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Affiliation(s)
- Jace C Nielsen
- Ann Arbor Pharmacometrics Group, Ann Arbor, Michigan, U.S.A
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Abstract
USL255 is a once-daily, extended-release formulation of the well-established antiepileptic drug topiramate that was recently approved by the US FDA. As a capsule formulation, USL255 can be swallowed intact or opened and sprinkled onto soft food for patients with swallowing difficulties, including children (≥2 years old) and older patients. USL255 has been evaluated in seven key Phase I and III studies. Compared with immediate-release topiramate taken twice daily, once-daily USL255 provides equivalent topiramate exposure with a 26% reduction in plasma fluctuations. A multinational, Phase III, randomized, double-blind, placebo-controlled clinical trial in patients with refractory partial-onset seizures (PREVAIL) demonstrated that USL255 (200 mg/day) significantly improved seizure control and clinical outcomes versus placebo. USL255 is generally safe and well-tolerated, with a low incidence of neuropsychiatric and neurocognitive adverse events. These data suggest that USL255 may provide a useful treatment option for seizure control with convenient once-daily dosing.
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Affiliation(s)
- Steve Chung
- Barrow Neurological Institute, St. Joseph's Hospital and Medical Center, 500 W. Thomas Road, Suite 300, Phoenix, AZ 85013, USA
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Nielsen JC, Hutmacher MM, Wesche DL, Tolbert D, Patel M, Kowalski KG. Population dose-response analysis of daily seizure count following vigabatrin therapy in adult and pediatric patients with refractory complex partial seizures. J Clin Pharmacol 2014; 55:81-92. [PMID: 25117853 DOI: 10.1002/jcph.378] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2014] [Accepted: 06/06/2014] [Indexed: 11/09/2022]
Abstract
Vigabatrin is an irreversible inhibitor of γ-aminobutyric acid transaminase (GABA-T) and is used as an adjunctive therapy for adult patients with refractory complex partial seizures (rCPS). The purpose of this investigation was to describe the relationship between vigabatrin dosage and daily seizure rate for adults and children with rCPS and identify relevant covariates that might impact seizure frequency. This population dose-response analysis used seizure-count data from three pediatric and two adult randomized controlled studies of rCPS patients. A negative binomial distribution model adequately described daily seizure data. Mean seizure rate decreased with time after first dose and was described using an asymptotic model. Vigabatrin drug effects were best characterized by a quadratic model using normalized dosage as the exposure metric. Normalized dosage was an estimated parameter that allowed for individualized changes in vigabatrin exposure based on body weight. Baseline seizure rate increased with decreasing age, but age had no impact on vigabatrin drug effects after dosage was normalized for body weight differences. Posterior predictive checks indicated the final model was capable of simulating data consistent with observed daily seizure counts. Total normalized vigabatrin dosages of 1, 3, and 6 g/day were predicted to reduce seizure rates 23.2%, 45.6%, and 48.5%, respectively.
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Sidhu J, Rojavin M, Pfister M, Edelman J. Enhancing Patient Flexibility of Subcutaneous Immunoglobulin G Dosing: Pharmacokinetic Outcomes of Various Maintenance and Loading Regimens in the Treatment of Primary Immunodeficiency. BIOLOGICS IN THERAPY 2014; 4:41-55. [PMID: 25118975 PMCID: PMC4254869 DOI: 10.1007/s13554-014-0018-0] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/04/2014] [Indexed: 11/28/2022]
Abstract
Introduction Standard treatment for patients with primary immunodeficiency (PID) is monthly intravenous immunoglobulin (IVIG), or weekly/biweekly subcutaneous immunoglobulin (SCIG) infusion. We used population pharmacokinetic modeling to predict immunoglobulin G (IgG) exposure following a broad range of SCIG dosing regimens for initiation and maintenance therapy in patients with PID. Methods Simulations of SCIG dosing were performed to predict IgG concentration–time profiles and exposure metrics [steady-state area under the IgG concentration–time curve (AUC), IgG peak concentration (Cmax), and IgG trough concentration (Cmin) ratios] for various infusion regimens. Results The equivalent of a weekly SCIG maintenance dose administered one, two, three, five, or seven times per week, or biweekly produced overlapping steady-state concentration–time profiles and similar AUC, Cmax, and Cmin values [95% confidence interval (CI) for ratios was 0.98–1.03, 0.95–1.09, and 0.92–1.08, respectively]. Administration every 3 or 4 weeks resulted in higher peaks and lower troughs; the 95% CI of the AUC, Cmax, and Cmin ratios was 0.97–1.04, 1.07–1.26, and 0.86–0.95, respectively. IgG levels >7 g/L were reached within 1 week using a loading dose regimen in which the weekly maintenance dose was administered five times in the first week of treatment. In patients with very low endogenous IgG levels, administering 1.5 times the weekly maintenance dose five times in the first week of treatment resulted in a similar response. Conclusions The same total weekly SCIG dose can be administered at different intervals, from daily to biweekly, with minimal impact on serum IgG levels. Several SCIG loading regimens rapidly achieve adequate serum IgG levels in treatment-naïve patients. Electronic supplementary material The online version of this article (doi:10.1007/s13554-014-0018-0) contains supplementary material, which is available to authorized users.
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Affiliation(s)
| | | | - Marc Pfister
- Quantitative Solutions, Inc., Bridgewater, NJ, USA.,Department of Clinical Pharmacology, University Children's Hospital of Basel, Basel, Switzerland
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Italiano D, Perucca E. Clinical pharmacokinetics of new-generation antiepileptic drugs at the extremes of age: an update. Clin Pharmacokinet 2014; 52:627-45. [PMID: 23640503 DOI: 10.1007/s40262-013-0067-4] [Citation(s) in RCA: 67] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
Epilepsies occur across the entire age range, and their incidence peaks in the first years of life and in the elderly. Therefore, antiepileptic drugs (AEDs) are commonly used at the extremes of age. Rational prescribing in these age groups requires not only an understanding of the drugs' pharmacodynamic properties, but also careful consideration of potential age-related changes in their pharmacokinetic profile. The present article, which updates a review published in 2006 in this journal, focuses on recent findings on the pharmacokinetics of new-generation AEDs in neonates, infants, children, and the elderly. Significant new information on the pharmacokinetics of new AEDs in the perinatal period has been acquired, particularly for lamotrigine and levetiracetam. As a result of slow maturation of the enzymes involved in glucuronide conjugation, lamotrigine elimination occurs at a particularly slow rate in neonates, and becomes gradually more efficient during the first months of life. In the case of levetiracetam, elimination occurs primarily by renal excretion and is also slow at birth, but drug clearance increases rapidly thereafter and can even double within 1 week. In general, infants older than 2-3 months and children show higher drug clearance (normalized for body weight) than adults. This pattern was confirmed in recent studies that investigated the pediatric pharmacokinetics of several new AEDs, including levetiracetam, rufinamide, stiripentol, and eslicarbazepine acetate. At the other extreme of age, in the elderly, drug clearance is generally reduced compared with younger adults because of less efficient drug-metabolizing activity, decreased renal function, or both. This general pattern, described previously for several AEDs, was confirmed in recent studies on the effect of old age on the clearance of felbamate, levetiracetam, pregabalin, lacosamide, and retigabine. For those drugs which are predominantly eliminated by renal excretion, aging-related pharmacokinetic changes could be predicted by measuring creatinine clearance (CLCR). Overall, most recent findings confirm that age is a major factor influencing the pharmacokinetic profile of AEDs. However, pharmacokinetic variability at any age can be considerable, and the importance of other factors should not be disregarded. These include genetic factors, co-morbidities, and drug interactions, particularly those caused by concomitantly administered AEDs which induce or inhibit drug-metabolizing enzymes.
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Affiliation(s)
- Domenico Italiano
- Department of Clinical and Experimental Medicine, University of Messina, Messina, Italy
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Corbin Bush N, Twombley K, Ahn J, Oliveira C, Arnold S, Maalouf NM, Sakhaee K. Prevalence and spot urine risk factors for renal stones in children taking topiramate. J Pediatr Urol 2013; 9:884-9. [PMID: 23375465 PMCID: PMC3644535 DOI: 10.1016/j.jpurol.2012.12.005] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/09/2012] [Accepted: 12/07/2012] [Indexed: 11/15/2022]
Abstract
INTRODUCTION Topiramate (TPM), an anti-epileptic drug with >4 million users, increases renal stones in adults. We screened outpatient TPM-treated children without history of stones to estimate the prevalence of renal stones and to characterize urine stone-risk profiles. METHODS Children taking TPM ≥1 month underwent an interview, renal ultrasound, and spot urine testing in this prospective study. Normal spot urine values were defined as: calcium/creatinine ratio ≤0.20 mg/mg (>12 months) or ≤0.60 mg/mg (≤12 months), citrate/creatinine ratio >0.50 mg/mg, and pH ≤ 6.7. RESULTS Of 41 patients with average age of 9.2 years (range 0.5-18.7), mean TPM dose of 8.0 mg/kg/day (range 1.4-23.6), and mean treatment duration of 27 months (range 1-112), two (4.9%) had renal stones. The majority of children taking TPM had lithogenic abnormalities on spot urine testing, including 21 (51%) with hypercalciuria, 38 (93%) with hypocitraturia, and 28 (68%) with pH ≥ 6.7. Hypercalciuria and hypocitraturia were independent of TPM dose and duration; urine pH increased with dose. 24-h urine parameters improved in 1 stone-former once TPM was weaned. CONCLUSIONS Asymptomatic stones were found in 2/41 (4.8%) children taking TPM. Risk factors for stones were present in the spot urine of most children, including hypocitraturia (93%) and hypercalciuria (51%), independent of TPM dose and duration. High urine pH, found in 68%, correlated with TPM dose. Pediatric specialists should be aware of increased risks for stones, hypercalciuria, hypocitraturia, and alkaline urine in children taking TPM.
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Affiliation(s)
- Nicol Corbin Bush
- University of Texas Southwestern Medical Center, Dallas, TX, USA; Children's Medical Center Dallas, Dallas, TX, USA; Department of Urology/Division of Pediatric Urology, Dallas, TX, USA.
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Jovanović M, Sokić D, Grabnar I, Vovk T, Prostran M, Vučićević K, Miljković B. Population pharmacokinetics of topiramate in adult patients with epilepsy using nonlinear mixed effects modelling. Eur J Pharm Sci 2013; 50:282-9. [PMID: 23891703 DOI: 10.1016/j.ejps.2013.07.008] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2013] [Revised: 06/07/2013] [Accepted: 07/15/2013] [Indexed: 10/26/2022]
Abstract
The objective of the study was to develop population pharmacokinetic model of topiramate (TPM) using nonlinear mixed effects modelling approach. Data were collected from 78 adult epileptic patients on mono- or co-therapy of TPM and other antiepileptic drugs, such as carbamazepine (CBZ), valproic acid, lamotrigine, levetiracetam, phenobarbital and pregabalin. Steady-state TPM concentrations were determined in blood samples by high performance liquid chromatography with fluorescence detection. A one-compartment model with first order absorption and elimination was used to fit the concentration-time TPM data. Volume of distribution of TPM was estimated at 0.575 l/kg. The influence of demographic, biochemical parameters and therapy characteristics of the patients on oral clearance (CL/F) was evaluated. Daily carbamazepine dose (DCBZ) and renal function estimated by Modification of diet in renal disease (MDRD) formula significantly (p<0.001) influenced CL/F and were included in the final model: CL/F · (l/h)=1.53(l/h) · [1+0.476 · DCBZ(mg/day)/1000(mg/day)] · EXP[0.00476 · [MDRD(ml/ min)-95.72(ml/min)]]. Increase of CL/F with DCBZ and MDRD was best described by linear and exponential models. Mean TPM CL/F during CBZ co-therapy was 2.46 l/h, which is higher for 60.8% than in patients not co-treated with CBZ. Evaluation by bootstrapping showed that the final model was stable. The predictive performance was evaluated by adequate plots and indicated satisfactory precision. This model allows individualisation of TPM dosing in routine patient care, especially useful for patients on different CBZ dosing regimen.
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Affiliation(s)
- Marija Jovanović
- Department of Pharmacokinetics and Clinical Pharmacy, Faculty of Pharmacy, University of Belgrade, Vojvode Stepe 450, 11000 Belgrade, Serbia.
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Bialer M, Shekh-Ahmad T, Braun TL, Halvorsen MB. Comparative steady-state pharmacokinetic evaluation of immediate-release topiramate and USL255, a once-daily extended-release topiramate formulation. Epilepsia 2013; 54:1444-52. [PMID: 23692553 DOI: 10.1111/epi.12225] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/17/2013] [Indexed: 11/29/2022]
Abstract
PURPOSE Compare the pharmacokinetic (PK) profiles of immediate- and extended-release formulations of topiramate (TPM) in healthy subjects following multiple dosing, and evaluate maintenance of topiramate exposures after switching formulations. METHODS A randomized, open-label, single-center, two-way crossover, multiple-dose study comparing the steady-state PK profile of once-daily extended-release topiramate (USL255) to immediate-release topiramate (TPM-IR) administered twice-daily. The TPM PK profile was evaluated using standard PK parameters (e.g., AUC0-24 , Cmax , Cmin ) as well as less common PK criteria such as fluctuation index (FI), peak occupancy time (POT), and percent coefficient of variation (%CV). In addition, partial AUC (AUCp ) analyses provided comparisons of the AUC profiles over predetermined time intervals between TPM-IR and USL255. Pharmacokinetic equivalence between formulations was defined as containment of the 90% confidence intervals (CIs) of the USL255/TPM-IR geometric least-squares mean (GLSM) ratio within the equivalence limits of 80-125%. The effect of switching between treatments was assessed by evaluating equivalence of PK parameters between the day prior to formulation switch and the day immediately following formulation switch. Maintenance of steady state after switching formulations was also evaluated by comparing the slope between Cmin values at formulation switch and 24 h postswitch. Tolerability was evaluated through adverse event monitoring, vital sign measurements, and clinical laboratory evaluations. KEY FINDINGS USL255 was well tolerated and provided TPM plasma exposure equivalent to TPM-IR at various time intervals. USL255 also demonstrated a significantly lower Cmax (p < 0.001) and higher Cmin (p < 0.001), longer tmax , lower %CV, and 26% decreased FI, as compared with TPM-IR. Further, switching between TPM-IR and USL255 did not affect TPM concentrations, including Cmin , immediately after transitioning and at steady state. SIGNIFICANCE As compared with TPM-IR, USL255 provided equivalent plasma exposure with an extended absorption profile. Therefore, USL255 offers a once-daily alternative to twice-daily TPM-IR, with reduced TPM fluctuations.
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Affiliation(s)
- Meir Bialer
- Institute for Drug Research, School of Pharmacy, The Hebrew University of Jerusalem, Jerusalem, Israel.
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