Suppr超能文献

用计算分子模型为机制毒理学提供信息。

Informing mechanistic toxicology with computational molecular models.

作者信息

Goldsmith Michael R, Peterson Shane D, Chang Daniel T, Transue Thomas R, Tornero-Velez Rogelio, Tan Yu-Mei, Dary Curtis C

机构信息

National Exposure Research Laboratory, US Environmental Protection Agency, Research Triangle Park, NC, USA.

出版信息

Methods Mol Biol. 2012;929:139-65. doi: 10.1007/978-1-62703-050-2_7.

Abstract

Computational molecular models of chemicals interacting with biomolecular targets provides toxicologists a valuable, affordable, and sustainable source of in silico molecular level information that augments, enriches, and complements in vitro and in vivo efforts. From a molecular biophysical ansatz, we describe how 3D molecular modeling methods used to numerically evaluate the classical pair-wise potential at the chemical/biological interface can inform mechanism of action and the dose-response paradigm of modern toxicology. With an emphasis on molecular docking, 3D-QSAR and pharmacophore/toxicophore approaches, we demonstrate how these methods can be integrated with chemoinformatic and toxicogenomic efforts into a tiered computational toxicology workflow. We describe generalized protocols in which 3D computational molecular modeling is used to enhance our ability to predict and model the most relevant toxicokinetic, metabolic, and molecular toxicological endpoints, thereby accelerating the computational toxicology-driven basis of modern risk assessment while providing a starting point for rational sustainable molecular design.

摘要

与生物分子靶点相互作用的化学物质的计算分子模型为毒理学家提供了一种有价值、经济且可持续的计算机模拟分子水平信息来源,可增强、丰富并补充体外和体内研究工作。从分子生物物理方法出发,我们描述了用于在化学/生物界面数值评估经典成对势的三维分子建模方法如何为现代毒理学的作用机制和剂量反应范式提供信息。重点介绍分子对接、三维定量构效关系和药效团/毒效团方法,我们展示了这些方法如何与化学信息学和毒理基因组学工作整合到分层计算毒理学工作流程中。我们描述了通用方案,其中三维计算分子建模用于增强我们预测和模拟最相关的毒代动力学、代谢和分子毒理学终点的能力,从而加快基于计算毒理学的现代风险评估基础,同时为合理的可持续分子设计提供起点。

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验