Meille Christophe, Barbolosi Dominique, Ciccolini Joseph, Freyer Gilles, Iliadis Athanassios
Pharmacokinetics Unit, Faculty of Pharmacy, Aix Marseille University, SMARTc, Inserm CRO2 UMR_S 911, 27, bd. Jean Moulin, CS 30064, 13385, Marseille, France.
OCP-TCO, Novartis Pharma AG, WSJ-340.5.25.27, Basel, Switzerland.
Clin Pharmacokinet. 2016 Aug;55(8):1015-25. doi: 10.1007/s40262-016-0374-7.
Controlling effects of drugs administered in combination is particularly challenging with a densified regimen because of life-threatening hematological toxicities. We have developed a mathematical model to optimize drug dosing regimens and to redesign the dose intensification-dose escalation process, using densified cycles of combined anticancer drugs. A generic mathematical model was developed to describe the main components of the real process, including pharmacokinetics, safety and efficacy pharmacodynamics, and non-hematological toxicity risk. This model allowed for computing the distribution of the total drug amount of each drug in combination, for each escalation dose level, in order to minimize the average tumor mass for each cycle. This was achieved while complying with absolute neutrophil count clinical constraints and without exceeding a fixed risk of non-hematological dose-limiting toxicity. The innovative part of this work was the development of densifying and intensifying designs in a unified procedure. This model enabled us to determine the appropriate regimen in a pilot phase I/II study in metastatic breast patients for a 2-week-cycle treatment of docetaxel plus epirubicin doublet, and to propose a new dose-ranging process. In addition to the present application, this method can be further used to achieve optimization of any combination therapy, thus improving the efficacy versus toxicity balance of such a regimen.
由于存在危及生命的血液学毒性,在密集方案中联合用药的控制效果尤其具有挑战性。我们开发了一个数学模型,以优化药物给药方案,并重新设计剂量强化-剂量递增过程,采用联合抗癌药物的密集周期。开发了一个通用数学模型来描述实际过程的主要组成部分,包括药代动力学、安全性和疗效药效学以及非血液学毒性风险。该模型允许计算联合使用的每种药物在每个递增剂量水平下的总药量分布,以便使每个周期的平均肿瘤质量最小化。这是在符合绝对中性粒细胞计数临床限制且不超过非血液学剂量限制性毒性的固定风险的情况下实现的。这项工作的创新之处在于在一个统一的程序中开发了密集化和强化设计。该模型使我们能够在转移性乳腺癌患者的I/II期试验阶段确定多西他赛加表柔比星双联药物2周周期治疗的合适方案,并提出一个新的剂量范围确定过程。除了目前的应用外,该方法还可进一步用于实现任何联合治疗的优化,从而改善这种方案的疗效与毒性平衡。