Yellepeddi Venkata, Bayless Sharlo, Parrot Madison, Sherwin Catherine M
Division of Clinical Pharmacology (VKY, CMS), Department of Pediatrics, University of Utah, UT.
Division of Molecular Pharmaceutics (VKY, MP), College of Pharmacy, University of Utah, UT.
J Pediatr Pharmacol Ther. 2024 Dec;29(6):636-644. doi: 10.5863/1551-6776-29.6.636. Epub 2024 Dec 9.
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.
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 = 40.5 nM).
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.
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.
可乐定已广泛应用于儿科人群,用于治疗新生儿戒断综合征(NAS)、注意力缺陷多动障碍(ADHD)、镇静和抽动秽语综合征;然而,在给药剂量方面尚无共识。本研究旨在使用基于生理的药代动力学(PBPK)模型推荐儿科人群中可乐定的最佳给药剂量。
儿科PBPK模型是在成人模型的基础上开发的,通过使用个体发育方程将成人的清除过程按比例缩放至儿科。使用临床药代动力学(PK)数据对成人和儿科模型进行验证,并基于可视化预测检查和绝对误差倍数(AFE)评估模型性能。最终的儿科PBPK模型用于模拟虚拟儿科人群中可乐定的药代动力学。基于代表可乐定α-2中枢激动剂活性的目标浓度(EC = 40.5 nM)推荐最佳剂量。
成人和儿科模型预测效果良好,超过90%的观察数据落在模拟数据的95%预测区间内。观察数据和预测数据的可乐定血浆浓度的AFE值在2倍以内。儿科模拟显示,新生儿口服30 µg/kg剂量和儿童(6 - 17岁)口服0.9 mg/天剂量最适合达到最大α-2肾上腺素能活性的目标浓度。
从成人PBPK模型按比例缩放得到的可乐定儿科PBPK模型为不同儿科年龄组的可乐定提供了最佳给药建议。本研究中描述的儿科PBPK模型可扩展到其他儿科年龄组和给药途径。