德鲁MAP:一种新的药物代谢和药理动力学分析平台
Hitoshi Kawashima1, Reiko Watanabe1,2, Tsuyoshi Esaki3
1Artificial Intelligence Center for Health and Biomedical Research, National Institutes of Biomedical Innovation, Health and Nutrition, Settsu, Osaka 566-0002, Japan.
Journal of medicinal chemistry
|July 14, 2023
概括
一个新的平台,DruMAP,通过从化学结构中预测药物代谢和药理动力学 (DMPK) 参数来帮助药物开发. 这种工具加速了新药的发现.
科学领域:
- 药理学和毒理学 药理学和毒理学
- 计算化学计算化学
- 药物发现 药物发现 药物发现
背景情况:
- 药物代谢和药理动力学 (DMPK) 对于成功的药物开发至关重要.
- 早期预测DMPK参数可以显著降低药物发现管道中的消耗率.
- 现有的工具可能缺乏全面的数据或用户友好的预测功能.
研究的目的:
- 开发和介绍DruMAP,一种用于分析药物代谢和药理动力学 (DMPK) 的新型综合平台.
- 为策划的DMPK参数提供一个全面的数据库和强大的预测工具.
- 为了促进新型化合物的DMPK参数的高效搜索和同时预测.
主要方法:
- 开发一个数据库,整合来自公共和内部来源的精选DMPK参数.
- 实施使用化学结构来估计DMPK参数的预测程序.
- 创建一个灵活的搜索系统,用于复合物检索和分析.
主要成果:
- 德鲁MAP平台包括超过3万个化合物,4万个活动值和60万个预测值.
- 该平台允许同时预测新型化学实体的多个DMPK参数.
- 一个用户友好的界面使灵活的复合搜索和数据探索.
结论:
- 德鲁MAP为药物代谢和药理动力学 (DMPK) 分析提供了一个有价值的,可访问的资源.
- 该平台有望通过提供快速的DMPK见解来加速药物开发过程.
- 德鲁MAP是免费可用的,促进在药物研究中更广泛地采用.
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