Clark Robert D
Simulations Plus, Inc., Lancaster, CA, 93534, USA.
Pest Manag Sci. 2018 May 15;74(9):1992-2003. doi: 10.1002/ps.4935.
Pesticides must be effective to be commercially viable but they must also be reasonably safe for those who manufacture them, apply them, or consume the food they are used to produce. Animal testing is key to ensuring safety, but it comes late in the agrochemical development process, is expensive, and requires relatively large amounts of material. Surrogate assays used as in vitro models require less material and shift identification of potential mammalian toxicity back to earlier stages in development. Modern in silico methods are cost-effective complements to such in vitro models that make it possible to predict mammalian metabolism, toxicity and exposure for a pesticide, crop residue or other metabolite before it has been synthesized. Their broader use could substantially reduce the amount of time and effort wasted in pesticide development. This contribution reviews the kind of in silico models that are currently available for vetting ideas about what to synthesize and how to focus development efforts; the limitations of those models; and the practical considerations that have slowed development in the area. Detailed discussions are provided of how bacterial mutagenicity, human cytochrome P450 (CYP) metabolism, and bioavailability in humans and rats can be predicted. © 2018 The Authors. Pest Management Science published by John Wiley & Sons Ltd on behalf of Society of Chemical Industry.
农药必须具备有效性才能在商业上可行,但对于生产、施用这些农药或食用其用于生产的食品的人来说,它们也必须具有合理的安全性。动物试验是确保安全的关键,但它在农用化学品开发过程中出现得较晚,成本高昂,且需要相对大量的材料。用作体外模型的替代分析所需材料较少,并将潜在哺乳动物毒性的识别工作提前到开发的早期阶段。现代计算机模拟方法是此类体外模型的经济有效补充,它能够在农药、作物残留或其他代谢物合成之前预测其哺乳动物代谢、毒性和暴露情况。更广泛地使用这些方法可以大幅减少农药开发中浪费的时间和精力。本文综述了目前可用于审查关于合成内容及如何集中开发精力的想法的计算机模拟模型类型;这些模型的局限性;以及阻碍该领域发展的实际考量因素。文中详细讨论了如何预测细菌致突变性、人类细胞色素P450(CYP)代谢以及人类和大鼠体内的生物利用度。© 2018作者。《害虫管理科学》由约翰·威利父子有限公司代表化学工业协会出版。