ADMET in Drug Development: What is the Role of Animals between In Silico : In vitro and In Vivo Humans?

O. Pelkonen
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Abstract

Traditionally, experimental animal studies have constituted a backbone of drug development, in particular in toxicity evaluation. Almost from the beginning of modern drug development the reliance on animal experiments has been critisised on various grounds, from obvious differences between animals and humans to the emergence of 3R principles (refine, reduce, replace). Increasingly, in vitro methodologies have paved the way for more mechanistic and molecular approaches and, even more recently, the application of computational methods have provided platforms for simulating and integrating various approaches. Indeed, some circles even anticipate a more or less rapid disappearance of animal experiments (unless the question is about the animals’ own health and disease) or at least their replacement for a majority of current purposes by combined in vitro and in silico approaches. It is useful to remember some arguments related to this topic: 1. Variability is a fact of life at all levels of biological organization, be it a population or a gene. 2. Animals are different from humans and thus unreliable predictors without extensive focussed investigations (interspecies differences). 3. ’In vivo at an individual level’ constitutes such a complex whole that ’in vivo at a general (group, population etc) level’ could provide only approximate predictions (interindividual differences). 4. In vitro-methods can provide answers only to rather specific and well-understood and researched problems (in vitro-in vivo correlations). 5. in silico-tools, especially at a higher level of simulations and machine learning, have to be interpreted and explained in the end at the level of bioscience language and concepts (in this case pharmacology and toxicology). On the basis of the above arguments one might think that animal studies in drug development (as an example) are not very useful and the reason they are still a prominent part of DD has more to do with historical inertia than with a real necessity. Quite contrary, the use of experimental animals under proper ethical and scientific conditions offers still useful, sometimes absolutely necessary information for the advancement of drug development. In the following, some examples to illustrate this point are briefly described. Regulatory animal studies on toxicology and toxicokinetics constitute a general framework for understanding in vivo effects and behaviour of new chemical entities (NCE) including adverse effects in various bodily functions and organs and in the fate of a specific NCE in a whole organism. Currently the first kinetic study informs on mass balance, extent of absorption and elimination, metabolism, principal metabolites etc, all of which provide an initial view and comprehension of (toxico)kinetic characteristics of an NCE. This view is certainly of importance in the planning of future kinetic studies and in the interpretation of toxicity profile of an NCE. Currently in vitro studies in human-derived systems are run in conjunction with animal in vivo (and in vitro) studies and thus a comparison is possible, with obvious benefits. In regulatory toxicity studies it is of utmost importance to evaluate administered doses and also internal exposures (concentrations) of an NCE in relation to observed adverse effects, i.e. dose/concentration – response relationships, i.e. which doses/concentrations give rise to particular toxicities. It is not at all sure that similar toxicities at similar doses/concentrations would be expected when an NCE at a later stage (if ever) is given the first time into a human volunteer or patient. However, regulatory toxicity findings would constitute a background and starting point for more in-depth studies in vivo or in vitro, also employing human in vitro systems. It is quite possible that a particular PL-22 ADMET in Drug Development: What is the Role of Animals between In Silico – In vitro and In Vivo Humans?
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ADMET在药物开发中的作用:动物在体外和体内的作用是什么?
传统上,实验动物研究构成了药物开发的支柱,特别是在毒性评估方面。几乎从现代药物开发开始,依赖动物实验就受到各种理由的批评,从动物和人类之间的明显差异到3R原则(精炼、减少、替代)的出现。越来越多的体外方法为更多的机械和分子方法铺平了道路,甚至最近,计算方法的应用为模拟和整合各种方法提供了平台。事实上,一些圈子甚至预测动物实验或多或少会很快消失(除非问题是关于动物自身的健康和疾病),或者至少它们会被体外和计算机相结合的方法所取代。记住一些与这个话题相关的论点是有用的:在生物组织的各个层面,无论是种群还是基因,可变性都是生命的事实。2. 动物与人类不同,因此,如果没有广泛的集中调查(物种间差异),动物的预测是不可靠的。3.“个体水平的体内”构成了如此复杂的整体,以至于“一般(群体、种群等)水平的体内”只能提供近似的预测(个体间差异)。4. 体外方法只能提供答案,以相当具体和充分了解和研究的问题(在体外-体内的相关性)。5. 在硅工具中,特别是在更高层次的模拟和机器学习中,必须最终在生物科学语言和概念(在本例中为药理学和毒理学)的层面上进行解释和解释。基于上述论点,人们可能会认为药物开发中的动物研究(作为一个例子)不是很有用,它们仍然是DD的重要组成部分的原因更多地与历史惯性有关,而不是真正的必要性。恰恰相反,在适当的伦理和科学条件下使用实验动物仍然为促进药物开发提供有用的,有时是绝对必要的信息。下面简要介绍一些例子来说明这一点。毒理学和毒性动力学的动物监管研究构成了理解新化学实体(NCE)体内效应和行为的总体框架,包括对各种身体功能和器官的不良影响以及特定NCE在整个生物体中的命运。目前,第一个动力学研究包括物质平衡、吸收和消除程度、代谢、主要代谢物等,所有这些都提供了对NCE(毒性)动力学特征的初步看法和理解。这一观点对于规划未来的动力学研究和解释NCE的毒性特征具有重要意义。目前,人源性系统的体外研究是与动物体内(和体外)研究结合进行的,因此可以进行比较,这有明显的好处。在规范性毒性研究中,最重要的是评估给药剂量和NCE的内部暴露(浓度)与观察到的不良反应的关系,即剂量/浓度-反应关系,即哪些剂量/浓度会产生特定的毒性。当在后期(如果有的话)第一次将NCE给予人类志愿者或患者时,完全不确定在类似剂量/浓度下是否会预期类似的毒性。然而,调节毒性的发现将为体内或体外更深入的研究提供背景和起点,也将采用人体体外系统。一种特殊的PL-22 ADMET很可能在药物开发中发挥作用:动物在体外和体内之间的作用是什么?
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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