Faculté de Pharmacie, Université de Montréal, C.P. 6128, Succ. Centre-ville, Montréal (Québec) Canada H3C 3J7; Centre de recherches mathématiques, Université de Montréal, C.P. 6128, Succ. Centre-ville, Montréal (Québec) Canada H3C 3J7.
J Theor Biol. 2013 Feb 21;319:88-95. doi: 10.1016/j.jtbi.2012.11.019. Epub 2012 Nov 29.
The determination of an optimal dosing regimen is a critical step to enhance the drug efficacy and avoid toxicity. Rational dosing recommendations based on mathematical considerations are increasingly being adopted in the process of drug development and use. In this paper, we propose a quantitative approach to evaluate the efficacy of antibiotic agents. By integrating both pharmacokinetic (PK) and pharmacodynamic (PD) information, this approach gives rise to a unified formalism able to measure the cause-effect of dosing regimens. This new pharmaco-metric allows to cover a whole range of antibiotics, including the two well known concentration and time dependent classes, through the introduction of the Hill-dependency concept. As a direct fallout, our formalism opens a new path toward the bioequivalence evaluation in terms of PK and PD, which associates the in vivo drug concentration and the in vitro drug effect. Using this new approach, we succeeded to reveal unexpected, but relevant behaviors of drug performance when different drug regimens and drug classes are considered. Of particular notice, we found that the doses required to reach the same therapeutic effect, when scheduled differently, exhibit completely different tendencies for concentration and time dependent drugs. Moreover, we theoretically confirmed the previous experimental results of the superiority of the once daily regimen of aminoglycosides. The proposed methodology is appealing for its computational features and can easily be applicable to design fair clinical protocols or rationalize prescription decisions.
确定最佳给药方案是提高药物疗效和避免毒性的关键步骤。基于数学考虑的合理给药建议在药物开发和使用过程中越来越多地被采用。在本文中,我们提出了一种定量评估抗生素药物疗效的方法。通过整合药代动力学(PK)和药效动力学(PD)信息,这种方法产生了一种统一的形式,能够衡量给药方案的因果关系。这种新的药动学方法通过引入 Hill 依赖性概念,可以涵盖包括两种众所周知的浓度和时间依赖性类别在内的整个抗生素范围。作为直接的结果,我们的形式主义为基于 PK 和 PD 的生物等效性评估开辟了一条新的途径,它将体内药物浓度和体外药物作用联系起来。使用这种新方法,我们成功地揭示了当考虑不同的药物方案和药物类别时,药物性能的一些意想不到但相关的行为。值得注意的是,我们发现,当以不同的方式安排时,达到相同治疗效果所需的剂量对于浓度和时间依赖性药物表现出完全不同的趋势。此外,我们从理论上证实了氨基糖苷类药物每日一次方案的优越性的先前实验结果。所提出的方法具有计算特性,可轻松应用于设计公平的临床方案或合理化处方决策。