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使用生理药代动力学(PBPK)模型对小肠水量进行参数化。

Parameterization of small intestinal water volume using PBPK modeling.

作者信息

Maharaj Anil, Fotaki Nikoletta, Edginton Andrea

机构信息

School of Pharmacy, University of Waterloo, Waterloo, Ontario, Canada.

Department of Pharmacy and Pharmacology, University of Bath, Bath, United Kingdom.

出版信息

Eur J Pharm Sci. 2015 Jan 25;67:55-64. doi: 10.1016/j.ejps.2014.10.016. Epub 2014 Nov 6.

DOI:10.1016/j.ejps.2014.10.016
PMID:25444844
Abstract

To facilitate accurate predictions of oral drug disposition, mechanistic absorption models require optimal parameterization. Furthermore, parameters should maintain a biological basis to establish confidence in model predictions. This study will serve to calculate an optimal parameter value for small intestinal water volume (SIWV) using a model-based approach. To evaluate physiologic fidelity, derived volume estimates will be compared to experimentally-based SIWV determinations. A compartmental absorption and transit (CAT) model, created in Matlab-Simulink®, was integrated with a whole-body PBPK model, developed in PK-SIM 5.2®, to provide predictions of systemic drug disposition. SIWV within the CAT model was varied between 52.5mL and 420mL. Simulations incorporating specific SIWV values were compared to pharmacokinetic data from compounds exhibiting solubility induced non-proportional changes in absorption using absolute average fold-error. Correspondingly, data pertaining to oral administration of acyclovir and chlorothiazide were utilized to derive estimates of SIWV. At 400mg, a SIWV of 116mL provided the best estimates of acyclovir plasma concentrations. A similar SIWV was found to best depict the urinary excretion pattern of chlorothiazide at a dose of 100mg. In comparison, experimentally-based estimates of SIWV within adults denote a central tendency between 86 and 167mL. The derived SIWV (116mL) represents the optimal parameter value within the context of the developed CAT model. This result demonstrates the biological basis of the widely utilized CAT model as in vivo SIWV determinations correspond with model-based estimates.

摘要

为了促进对口服药物处置的准确预测,机制性吸收模型需要进行优化参数化。此外,参数应保持生物学基础,以建立对模型预测的信心。本研究将采用基于模型的方法来计算小肠水容量(SIWV)的最佳参数值。为了评估生理逼真度,将导出的容量估计值与基于实验的SIWV测定值进行比较。在Matlab-Simulink®中创建的房室吸收和转运(CAT)模型与在PK-SIM 5.2®中开发的全身生理药代动力学(PBPK)模型相结合,以提供全身药物处置的预测。CAT模型中的SIWV在52.5mL至420mL之间变化。使用绝对平均倍数误差,将包含特定SIWV值的模拟结果与来自表现出溶解度诱导的吸收非比例变化的化合物的药代动力学数据进行比较。相应地,利用与阿昔洛韦和氯噻嗪口服给药相关的数据来推导SIWV的估计值。在400mg剂量下,116mL的SIWV对阿昔洛韦血浆浓度提供了最佳估计。发现类似的SIWV最能描述100mg剂量氯噻嗪的尿排泄模式。相比之下,基于实验的成人SIWV估计值表明中心趋势在86至167mL之间。导出的SIWV(116mL)代表了所开发的CAT模型背景下的最佳参数值。这一结果证明了广泛使用的CAT模型的生物学基础,因为体内SIWV测定与基于模型的估计值相符。

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