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Population pharmacokinetics, optimised design and sample size determination for rifampicin, isoniazid, ethambutol and pyrazinamide in the mouse

机译:小鼠中利福平,异烟肼,乙胺丁醇和吡嗪酰胺的群体药代动力学,优化设计和样品量测定

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摘要

The current first-line therapy for drug-susceptible tuberculosis consists of rifampicin (RIF), isoniazid (INH), pyrazinamide (PZA) and ethambutol (EMB). In this study, we determined the population pharmacokinetics (PopPK) of RIF, INH, EMB and PZA using original experimental sampling designs for single-dose intravenous (IV) and single- and multiple-dose oral administration studies in the mouse model, and used these PopPK models to develop and evaluate new, more informative sampling designs with the aim of reducing the number of animals required for each drug. The RIF, INH, EMB and PZA blood concentrations after single oral and IV doses and multiple-dose oral administrations based on the original designs were used in the PopPK analysis using NONMEM software. The final PopPK models described the data well, Stochastic simulation and estimation were used to optimise the designs. The relative bias and relative imprecision of each pharmacokinetic parameter for each drug were derived and assessed to choose the final designs. The final single-dose IV and oral designs included up to eight samples per mouse with a total of 24 mice required for RIF and EMB and 33 mice for INH and PZA. In the new multiple-dose (zipper) oral designs, the mice were divided into two groups of three per dose, and four samples were taken from each mouse to cover all seven or eight sampling time points. The final number of mice required for the multiple-dose oral designs was 30 for RIF, INH and EMB, 36 for PZA. The number of mice required in the new designs for RIF, INH and EMB was decreased by up to 7-fold and the relative bias and relative imprecision in the parameter estimates were at least similar to those in the original designs.
机译:当前用于药物敏感性结核病的一线疗法包括利福平(RIF),异烟肼(INH),吡嗪酰胺(PZA)和乙胺丁醇(EMB)。在这项研究中,我们使用原始实验采样设计确定了RIF,INH,EMB和PZA的群体药代动力学(PopPK),用于小鼠模型的单剂量静脉内(IV)以及单剂量和多剂量口服给药研究,这些PopPK模型用于开发和评估新的,信息量更大的采样设计,目的是减少每种药物所需的动物数量。使用NONMEM软件在PopPK分析中使用基于原始设计的单次口服和IV剂量以及多次口服后的RIF,INH,EMB和PZA血药浓度。最终的PopPK模型很好地描述了数据,使用随机模拟和估计来优化设计。得出每种药物的每种药代动力学参数的相对偏差和相对不精确度,并进行评估以选择最终设计。最终的单剂量IV和口服设计包括每只小鼠多达8个样品,RIF和EMB总共需要24只小鼠,INH和PZA需要33只小鼠。在新的多剂量(拉链)口服设计中,将小鼠分为两组,每剂量3只,并从每只小鼠中采集4个样品,以覆盖所有七个或八个采样时间点。 RIF,INH和EMB的多剂量口服设计所需的最终小鼠数为30,PZA为36。新设计中RIF,INH和EMB所需的小鼠数量最多减少了7倍,并且参数估计中的相对偏差和相对不精确度至少与原始设计中的相似。

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