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建模与仿真作为儿科药物研发的研究工具。

Modelling and simulation as research tools in paediatric drug development.

机构信息

Division of Pharmacology, Leiden/Amsterdam Center for Drug Research, Leiden, The Netherlands.

出版信息

Eur J Clin Pharmacol. 2011 May;67 Suppl 1(Suppl 1):75-86. doi: 10.1007/s00228-010-0974-3. Epub 2011 Jan 19.

Abstract

PURPOSE

Although practical and ethical constraints impose special requirements for the evaluation of treatment safety and efficacy in children, the main issue remains the empirical basis for patient stratification and dose selection at the early stage of the development of new chemical and biological entities. The aim of this review is to highlight the advantages and limitations of modelling and simulation (M&S) in supporting decision making during paediatric drug development.

METHODS

A literature search on Pubmed's database Medical Subject Headings (MeSH) has been performed to retrieve relevant publications on the use of model-based approaches in paediatric drug development and therapeutics.

RESULTS

M&S enable the assessment of the impact of different regimens as well as of different populations on a drug's safety and efficacy profile. It has been widely used in the last two decades to support pre-clinical and early clinical drug development. In fact, M&S have been applied to drug development as decision tools, as study optimization tools and as data analysis tools. In particular, this approach can be used to support dose adjustment in specific subgroups of a population. M&S may therefore allow the individualisation of drug therapy in children, improving the risk-benefit ratio in this population.

CONCLUSIONS

The lack of consensus on how to assess the impact of developmental factors on pharmacokinetics, pharmacodynamics, efficacy and safety has so far prevented a broader use of M&S. This problem is compounded by the limited collaboration between stakeholders, which prevents data sharing in this field. In this article, we emphasise the need for a concerted effort to promote the effective use of this technology in paediatric drug development and avoid unnecessary exposure of children to clinical trials.

摘要

目的

尽管实际和伦理限制对儿童治疗安全性和疗效的评估提出了特殊要求,但主要问题仍然是在新化学实体和生物实体开发的早期阶段为患者分层和剂量选择提供经验依据。本文旨在强调模型和模拟(M&S)在支持儿科药物开发决策方面的优势和局限性。

方法

通过在 Pubmed 的医学主题词(MeSH)数据库中进行文献检索,检索了关于在儿科药物开发和治疗中使用基于模型的方法的相关出版物。

结果

M&S 能够评估不同方案以及不同人群对药物安全性和疗效的影响。它在过去二十年中被广泛用于支持临床前和早期临床药物开发。事实上,M&S 已被用作决策工具、研究优化工具和数据分析工具来应用于药物开发。特别是,这种方法可以用于支持人群中特定亚组的剂量调整。因此,M&S 可以实现儿童个体化药物治疗,改善该人群的风险效益比。

结论

目前,缺乏共识如何评估发育因素对药代动力学、药效学、疗效和安全性的影响,这阻碍了 M&S 的更广泛应用。利益相关者之间合作有限,阻碍了该领域的数据共享,使这个问题更加复杂。本文强调需要共同努力,促进该技术在儿科药物开发中的有效应用,并避免儿童不必要地暴露于临床试验中。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fa09/3082698/92c30b13afce/228_2010_974_Fig1_HTML.jpg

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