Venkata Yellepeddi, Sharlo Bayless, Madison Parrot, Catherine M Sherwin
{"title":"Optimal Dosing Recommendations of Clonidine in Pediatrics Using Physiologically Based Pharmacokinetic Modeling.","authors":"Venkata Yellepeddi, Sharlo Bayless, Madison Parrot, Catherine M Sherwin","doi":"10.5863/1551-6776-29.6.636","DOIUrl":null,"url":null,"abstract":"<p><strong>Objective: </strong>Clonidine has been widely used in the pediatric population to treat neonatal abstinence syndrome (NAS), attention deficit hyperactivity disorder (ADHD), sedation, and Tourette's syndrome; however, there is no consensus on dosing. This research aims to recommend optimal dosing of clonidine in the pediatric population using physiologically based pharmacokinetic (PBPK) modeling.</p><p><strong>Methods: </strong>The pediatric PBPK model was developed from an adult model by scaling the clearance processes from adults to pediatrics using ontogeny equations. The adult and pediatric models were verified using clinical PK data, and the model performance was evaluated based on visual predictive checks and absolute fold error (AFE). The final pediatric PBPK model was used to simulate clonidine PK in the virtual pediatric population. The optimal dose was recommended based on a target concentration representing clonidine's α-2 central agonist activity (EC<sub>50</sub> = 40.5 nM).</p><p><strong>Results: </strong>The adult and pediatric models predicted well, with more than 90% of observed data captured within the 95% prediction interval of simulated data. The AFE values were within 2-fold for clonidine plasma concentrations from observed and predicted data. The pediatric simulations showed that 30 µg/kg dose orally for neonates and 0.9 mg/day orally for children (6-17 years) are optimal for achieving target concentrations for maximal α-2 adrenergic activity.</p><p><strong>Conclusions: </strong>The pediatric PBPK model of clonidine scaled from the adult PBPK model provided optimal dosing recommendations for clonidine in different pediatric age groups. The pediatric PBPK model described in this study can be extended to other pediatric age groups and routes of administration.</p>","PeriodicalId":37484,"journal":{"name":"Journal of Pediatric Pharmacology and Therapeutics","volume":"29 6","pages":"636-644"},"PeriodicalIF":0.0000,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11627573/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Pediatric Pharmacology and Therapeutics","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.5863/1551-6776-29.6.636","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2024/12/9 0:00:00","PubModel":"Epub","JCR":"Q2","JCRName":"Medicine","Score":null,"Total":0}
引用次数: 0
Abstract
Objective: Clonidine has been widely used in the pediatric population to treat neonatal abstinence syndrome (NAS), attention deficit hyperactivity disorder (ADHD), sedation, and Tourette's syndrome; however, there is no consensus on dosing. This research aims to recommend optimal dosing of clonidine in the pediatric population using physiologically based pharmacokinetic (PBPK) modeling.
Methods: The pediatric PBPK model was developed from an adult model by scaling the clearance processes from adults to pediatrics using ontogeny equations. The adult and pediatric models were verified using clinical PK data, and the model performance was evaluated based on visual predictive checks and absolute fold error (AFE). The final pediatric PBPK model was used to simulate clonidine PK in the virtual pediatric population. The optimal dose was recommended based on a target concentration representing clonidine's α-2 central agonist activity (EC50 = 40.5 nM).
Results: The adult and pediatric models predicted well, with more than 90% of observed data captured within the 95% prediction interval of simulated data. The AFE values were within 2-fold for clonidine plasma concentrations from observed and predicted data. The pediatric simulations showed that 30 µg/kg dose orally for neonates and 0.9 mg/day orally for children (6-17 years) are optimal for achieving target concentrations for maximal α-2 adrenergic activity.
Conclusions: The pediatric PBPK model of clonidine scaled from the adult PBPK model provided optimal dosing recommendations for clonidine in different pediatric age groups. The pediatric PBPK model described in this study can be extended to other pediatric age groups and routes of administration.
期刊介绍:
The Journal of Pediatric Pharmacology and Therapeutics is the official journal of the Pediatric Pharmacy Advocacy Group. JPPT is a peer-reviewed multi disciplinary journal that is devoted to promoting the safe and effective use of medications in infants and children. To this end, the journal publishes practical information for all practitioners who provide care to pediatric patients. Each issue includes review articles, original clinical investigations, case reports, editorials, and other information relevant to pediatric medication therapy. The Journal focuses all work on issues related to the practice of pediatric pharmacology and therapeutics. The scope of content includes pharmacotherapy, extemporaneous compounding, dosing, methods of medication administration, medication error prevention, and legislative issues. The Journal will contain original research, review articles, short subjects, case reports, clinical investigations, editorials, and news from such organizations as the Pediatric Pharmacy Advocacy Group, the FDA, the American Academy of Pediatrics, the American Society of Health-System Pharmacists, and so on.