评估模型和模拟的预测能力,以确定吸入药物的生物等效性:一个系统的回顾。

Juliet Rebello, Bill Brashier, Sharvari Shukla
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引用次数: 2

摘要

目的:有许多不同的建模技术已被用于吸入药物。本综述的主要目的是对哮喘和慢性阻塞性肺疾病(COPD)吸入性药物领域已发表的数学模型进行详尽的调查。此外,本综述将尝试评估这些模型在评估口服吸入产品(oip)生物等效性(BE)方面的适用性。证据获取:检索PubMed, Science Direct, Web of Science和Scopus数据库,从1996年到2020年,找到描述哮喘/COPD吸入药物数学模型的研究。结果:50篇文章最终被纳入本系统综述。本研究确定了22篇关于硅气溶胶沉积模型的文章,20篇关于人群药代动力学的文章,8篇关于哮喘/慢性阻塞性肺病吸入药物的基于生理的药代动力学建模(PBPK)模型。在所有气溶胶沉积模式中,计算流体动力学(CFD)模拟更能预测人类呼吸道的区域气溶胶沉积模式。在整个人群PK文章中,体重、性别、年龄和吸烟状况是最常见的显著协变量。此外,有限发表的PBPK模型报告了大约29个与吸入药物吸收和分布相关的参数。每种建模技术的优点和缺点也进行了审查。结论:总体而言,虽然已有不同的建模技术用于哮喘和COPD患者的吸入药物,但这些模型在评估oip生物等效性方面的应用非常有限。本综述还提供了各种模型中考虑的各种参数的现成参考,这将有助于评估在评估oip的生物等效性时是否需要考虑单一模型或混合硅模型。
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Assessment of the predictive capability of modelling and simulation to determine bioequivalence of inhaled drugs: A systematic review.

Objectives: There are a multitude of different modelling techniques that have been used for inhaled drugs. The main objective of this review was to conduct an exhaustive survey of published mathematical models in the area of asthma and chronic obstructive pulmonary disease (COPD) for inhalation drugs. Additionally, this review will attempt to assess the applicability of these models to assess bioequivalence (BE) of orally inhaled products (OIPs).

Evidence acquisition: PubMed, Science Direct, Web of Science, and Scopus databases were searched from 1996 to 2020, to find studies that described mathematical models used for inhaled drugs in asthma/COPD.

Results: 50 articles were finally included in this systematic review. This research identified 22 articles on in silico aerosol deposition models, 20 articles related to population pharmacokinetics and 8 articles on physiologically based pharmacokinetic modelling (PBPK) modelling for inhaled drugs in asthma/COPD. Among all the aerosol deposition models, computational fluid dynamics (CFD) simulations are more likely to predict regional aerosol deposition pattern in human respiratory tracts. Across the population PK articles, body weight, gender, age and smoking status were the most common covariates that were found to be significant. Further, limited published PBPK models reported approximately 29 parameters relevant for absorption and distribution of inhaled drugs. The strengths and weaknesses of each modelling technique has also been reviewed.

Conclusion: Overall, while there are different modelling techniques that have been used for inhaled drugs in asthma and COPD, there is very limited application of these models for assessment of bioequivalence of OIPs. This review also provides a ready reference of various parameters that have been considered in various models which will aid in evaluation if one model or hybrid in silico models need to be considered when assessing bioequivalence of OIPs.

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