Ng Chee M, Joshi Amita, Dedrick Russell L, Garovoy Marvin R, Bauer Robert J
Department of Pharmacokinetic and Pharmacodynamic Sciences, Genentech Inc., 1 DNA Way, South San Francisco, California 94080-4990, USA.
Pharm Res. 2005 Jul;22(7):1088-100. doi: 10.1007/s11095-005-5642-4. Epub 2005 Jul 22.
Efalizumab is a humanized anti-CD11a monoclonal antibody that demonstrated efficacy in the treatment of patients with psoriasis. The objective of this study was to perform a pharmacokinetic (PK)-pharmacodynamic (PD)-efficacy (E) modeling analysis with intersubject variability assessment to increase our understanding of the interaction of efalizumab with CD11a on T cells and consequent reduction in severity of disease in psoriasis patients.
A total of 6,329 samples from 240 patients in five Phase I and II clinical studies were used in the analysis. For the analysis, plasma efalizumab concentration was used as the PK measurement, the percent of predose CD11a was used as the PD measurement, and the psoriasis area and severity index was used as the measure of efficacy. A receptor-mediated PK/PD model was developed that describes the dynamic interaction of efalizumab binding with CD11a. In the efficacy model, the rate of psoriasis skin production is directly proportional to the amount of free surface CD11a on T cells, which is offset by the rate of skin healing. An additional CD11a-independent component to psoriasis skin production accounted for incomplete response to efalizumab therapy. A Monte Carlo parametric expectation maximization method implemented in the ADAPT II program was used to obtain the estimate of population parameters and inter- and intrasubject variability.
The final model described the PK/PD/E data in psoriasis patients reasonably well. In addition, simulations using the final model suggested that efalizumab administered less frequently could possibly be more convenient with similar efficacy.
依法利珠单抗是一种人源化抗CD11a单克隆抗体,已证明对银屑病患者有治疗效果。本研究的目的是进行药代动力学(PK)-药效动力学(PD)-疗效(E)建模分析,并评估个体间变异性,以加深我们对依法利珠单抗与T细胞上的CD11a相互作用以及由此导致银屑病患者疾病严重程度降低的理解。
五项I期和II期临床研究中的240名患者共6329份样本用于分析。分析中,血浆依法利珠单抗浓度用作PK测量指标,给药前CD11a百分比用作PD测量指标,银屑病面积和严重程度指数用作疗效指标。建立了一个受体介导的PK/PD模型,该模型描述了依法利珠单抗与CD11a结合的动态相互作用。在疗效模型中,银屑病皮肤生成速率与T细胞表面游离CD11a的量成正比,而皮肤愈合速率则起到抵消作用。银屑病皮肤生成的另一个与CD11a无关的成分解释了依法利珠单抗治疗反应不完全的情况。使用ADAPT II程序中实现的蒙特卡罗参数期望最大化方法来获得总体参数估计以及个体间和个体内变异性。
最终模型对银屑病患者的PK/PD/E数据拟合良好。此外,使用最终模型进行的模拟表明,给药频率较低的依法利珠单抗可能在疗效相似的情况下更方便。