Modeling and Simulation, Novartis Institutes for BioMedical Research, 220 Massachusetts Avenue, Cambridge, MA 02171, USA.
J Pharmacokinet Pharmacodyn. 2011 Feb;38(1):105-19. doi: 10.1007/s10928-010-9180-2. Epub 2010 Nov 20.
The precise assessment of the dose-response to bronchodilators in the treatment of chronic obstructive pulmonary disease is hindered by the low signal to noise ratio of the typical clinical endpoint FEV(1). Kinetic-pharmacodynamic (K-PD) models which use time course of response over a range of doses are in principle suited for the assessment of the dose response relationship of pulmonary administered drugs. A K-PD model was successfully developed using the longitudinal FEV1 data collected in the clinical study for a novel bronchodilator X. A superposition of two cosine functions was selected to describe the circadian variability in FEV(1) at baseline. The onset (ka) and offset (kde) of drug action were described with first-order rate constants of 0.214/h and 0.141/h, respectively. Drug potency, EKD(50,) was estimated as 6.56 μg/h, and the maximum response, Emax as 0.631 L. Between-subject variability for kde, EKD(50) and Emax were 65, 84.7 or 34.4% (expressed as coefficient variation). The model-based simulation predicted that for the same total daily dose of once-daily and twice-daily regimens, the trough FEV(1) response to a twice-daily regimen was higher, and the maximum FEV(1) response to once-daily regimen was higher, while the predicted average FEV(1) response was about the same.
在慢性阻塞性肺疾病的治疗中,支气管扩张剂的剂量-反应的精确评估受到典型临床终点 FEV1(用力呼气第一秒容积)的信噪比低的阻碍。使用一系列剂量下的反应时间的动理学-药效动力学(K-PD)模型原则上适合评估肺部给药药物的剂量反应关系。使用在新型支气管扩张剂 X 的临床研究中收集的纵向 FEV1 数据成功开发了 K-PD 模型。选择两个余弦函数的叠加来描述基线时 FEV1 的昼夜节律变异性。药物作用的起始(ka)和消退(kde)分别用 0.214/h 和 0.141/h 的一阶速率常数来描述。药物效力 EKD(50)估计为 6.56 μg/h,最大反应 Emax 为 0.631 L。kde、EKD(50)和 Emax 的个体间变异性分别为 65、84.7 或 34.4%(以变异系数表示)。基于模型的模拟预测,对于相同的每日总剂量,每日一次和每日两次方案的谷值 FEV1 反应,每日两次方案更高,每日一次方案的最大 FEV1 反应更高,而预测的平均 FEV1 反应大致相同。