Factoring fu Variability Into Estimates of Unbound Drug Concentrations Negatively Biases the MIC Versus % Probability of Target Attainment Relationship of Antimicrobial Agents

IF 1.5 4区 农林科学 Q3 PHARMACOLOGY & PHARMACY
Marilyn N. Martinez, Mark G. Papich, Pierre-Louis Toutain
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Abstract

The clinical breakpoint for a drug–pathogen combination reflects the drug susceptibility of the pathogen wild-type population, the location of the infection, the integrity of the host immune response, and the drug–pathogen pharmacokinetic (PK)/pharmacodynamic (PD) relationship. That PK/PD relationship, along with the population variability in drug exposure, is used to determine the probability of target attainment (PTA) of the PK/PD index at a specified minimum inhibitory concentration (MIC) for a selected target value. The PTA is used to identify the pharmacodynamic cutoff value (COPD), which is one of the three components used to establish the clinical breakpoint. A challenge encountered when defining the COPD is that the available PK information typically reflects total (free plus protein-bound) plasma concentrations. However, it is the unbound drug concentrations that exert the therapeutic effects and how the population fraction unbound (fu) incorporated into the COPD assessments can markedly influence the COPD. Factors examined included the estimated population fu mean (risk of bias) and the incorporation of estimated fu population variability into the Monte Carlo simulations when converting total to unbound plasma concentrations (risk of inflating variability). In this in silico study, the drug fu, systemic clearance, and the variability of both were altered so that the relative impact of each could be explored. We demonstrate that incorporating fu variability into the estimation of fAUCback can bias the COPD assessment and that the magnitude of bias reflects the relative variability in systemic clearance and fu.

在估计非结合药物浓度时,考虑变异因素对抗菌药物目标达成关系的MIC与%概率产生负偏倚。
药物-病原体组合的临床断点反映了病原体野生型种群的药物敏感性、感染部位、宿主免疫反应的完整性以及药物-病原体药代动力学(PK)/药效学(PD)关系。该PK/PD关系,以及药物暴露的人群变异性,用于确定在指定的最小抑制浓度(MIC)下,PK/PD指数在选定目标值下的目标实现概率(PTA)。PTA用于确定药效学截止值(COPD),这是用于建立临床断点的三个组成部分之一。在定义COPD时遇到的一个挑战是,可用的PK信息通常反映的是总血浆浓度(游离加上蛋白结合)。然而,发挥治疗效果的是非结合药物浓度,以及纳入COPD评估的非结合人群分数(fu)如何显著影响COPD。检查的因素包括估计的总体fu平均值(偏倚风险),以及在将总血浆浓度转换为未结合血浆浓度(膨胀变异性风险)时将估计的fu总体变异性纳入蒙特卡罗模拟。在这项计算机研究中,改变了药物浓度、全身清除率和两者的变异性,以便探索各自的相对影响。我们证明,将fu变异性纳入fAUCback的估计可能会使COPD评估产生偏差,并且偏差的大小反映了系统清除率和fu的相对变异性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
3.10
自引率
15.40%
发文量
69
审稿时长
8-16 weeks
期刊介绍: The Journal of Veterinary Pharmacology and Therapeutics (JVPT) is an international journal devoted to the publication of scientific papers in the basic and clinical aspects of veterinary pharmacology and toxicology, whether the study is in vitro, in vivo, ex vivo or in silico. The Journal is a forum for recent scientific information and developments in the discipline of veterinary pharmacology, including toxicology and therapeutics. Studies that are entirely in vitro will not be considered within the scope of JVPT unless the study has direct relevance to the use of the drug (including toxicants and feed additives) in veterinary species, or that it can be clearly demonstrated that a similar outcome would be expected in vivo. These studies should consider approved or widely used veterinary drugs and/or drugs with broad applicability to veterinary species.
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