Soufsaf Sara, Robaey Philippe, Bonnefois Guillaume, Nekka Fahima, Li Jun
1 Department of Pharmacy, Faculty of Pharmacy, University of Montréal, Montréal, Canada.
2 Department of Psychiatry, University of Ottawa, Ottawa, Canada.
J Child Adolesc Psychopharmacol. 2019 Apr;29(3):220-234. doi: 10.1089/cap.2018.0093. Epub 2019 Feb 4.
Different methylphenidate (MPH) formulations, immediate release (IR) or extended release (ER), have been developed to treat Attention-Deficit/Hyperactivity Disorder (ADHD). A better use of these formulations, with a proper choice of their timing, dosage, and combination, can help to attain optimal therapeutic effect while maintaining a good quality of life. In this study, we aim at presenting a quantitative comparison approach to help identify drug regimens that provide best therapeutic performances and respect patients' specific needs.
Using pharmacokinetic (PK) models of various MPH formulations constructed with data in hand and a formerly developed performance metric for MPH regimens, we proposed a statistical integral strategy for regimen comparison, which comprises a sequential, a relative, and a probability-over-threshold method. The first is hierarchical in nature and sequentially compares the regimen performance, the total daily dose, and the administration frequency. The second compares two regimens by quantifying their similarity. The third computes the probability of an incremental regimen performance over a specified threshold. The first two comparison approaches are used for naive patients, whereas the third one is for patients under treatment.
PK models of one compartment effectively describe both the IR and ER data. Applied to three frequent MPH clinical situations, the three-methods strategy is able to distinguish the regimens proposed for each. A combined regimen of IR and ER taken at the same time performs better than a single ER dose.
The proposed statistical strategy is able to differentiate ADHD regimens in various clinically relevant situations, and adapt the use of MPH drugs to a patient's daily routine. Since it does not compare fixed doses and formulations but rather any MPH regimen, our approach generalizes the current context of bioequivalence study and provides an accessible computational tool for objectively selecting MPH regimens.
已开发出不同的哌甲酯(MPH)制剂,即速释(IR)制剂和缓释(ER)制剂,用于治疗注意力缺陷多动障碍(ADHD)。更好地使用这些制剂,合理选择其服用时间、剂量和联合用药方式,有助于在维持良好生活质量的同时达到最佳治疗效果。在本研究中,我们旨在提出一种定量比较方法,以帮助确定能提供最佳治疗效果并满足患者特定需求的药物治疗方案。
利用手头数据构建的各种MPH制剂的药代动力学(PK)模型以及先前开发的MPH治疗方案性能指标,我们提出了一种用于治疗方案比较的统计积分策略,该策略包括顺序法、相对法和概率阈值法。第一种本质上是分层的,依次比较治疗方案的性能、每日总剂量和给药频率。第二种通过量化两种治疗方案的相似性来进行比较。第三种计算治疗方案性能增量超过指定阈值的概率。前两种比较方法用于初治患者,而第三种用于正在接受治疗的患者。
单室PK模型能有效描述IR和ER数据。应用于三种常见的MPH临床情况时,三种方法的策略能够区分针对每种情况提出的治疗方案。同时服用IR和ER的联合治疗方案比单次ER剂量的效果更好。
所提出的统计策略能够区分各种临床相关情况下的ADHD治疗方案,并使MPH药物的使用适应患者的日常生活。由于我们的方法不是比较固定剂量和制剂,而是比较任何MPH治疗方案,因此它概括了当前生物等效性研究的背景,并提供了一种便于使用的计算工具,用于客观地选择MPH治疗方案。