在药物发现中加速化合物合成:数字化和自动化的作用
David F Nippa1, Alexander J Boddy1, Kenneth Atz1
1Medicinal Chemistry, Pharma Research and Early Development (pRED), Roche Innovation Center Basel, F. Hoffmann-La Roche Ltd. Grenzacherstrasse 124 4070 Basel Switzerland david.nippa@roche.com rainer_e.martin@roche.com.
RSC medicinal chemistry
|October 30, 2025
概括
数字化和自动化正在加速设计-制造-测试-分析 (DMTA) 循环中的复杂分子合成. 这提高了从规划和采购到反应设置和分析的效率,为数据驱动的药物发现铺平了道路.
科学领域:
- 药用化学 医学化学
- 有机合成 有机合成
- 数字化学 数字化学
背景情况:
- 设计-制造-测试-分析 (DMTA) 循环中的"制造"步骤是复杂分子合成的瓶.
- 目前的合成过程缺乏效率和速度,阻碍了药物发现.
- 数字化和自动化为加速化学合成提供了潜在的解决方案.
研究的目的:
- 探索数字化和自动化对加速化学合成的影响.
- 在合成工作流程中详细介绍数字工具和自动化系统的集成.
- 讨论FAIR数据原则的重要性以及数据驱动合成的未来趋势.
主要方法:
- 在化学合成中审查当前的数字化和自动化技术.
- 讨论人工智能驱动的合成规划和自动反应执行.
- 强调用于预测建模和工作流集成的FAIR数据原则.
主要成果:
- 数字化和自动化正在显著加速合成规划,采购,反应设置,监测,净化和表征.
- 公平数据原则对于开发可靠的预测模型和相互连接的工作流程至关重要.
- 这些技术的整合正在改变药物化学的格局.
结论:
- 数字化和自动化对于克服复杂分子合成中的瓶至关重要.
- 公平的数据管理是实现先进的预测能力和无工作流程的关键.
- 未来涉及到完全集成的,数据驱动的合成平台和化学家不断发展的技能.
相关概念视频
Drug Discovery: Overview
10.9K
Drug discovery is a multifaceted process involving extensive screening, testing, and optimization of lead compounds to identify potential new drugs for therapeutic use. It combines several approaches, including screening large numbers of natural products, chemical modification of known active molecules, identification of new drug targets, and rational design based on biological mechanisms and drug-receptor structure. These approaches are carried out in both academic research laboratories and...
10.9K
Structure-Activity Relationships and Drug Design
1.7K
Drug design is a dynamic field that involves discovering and developing new medications based on specific biological targets. This process heavily relies on structure-activity relationships (SAR) and quantitative structure-activity relationships (QSAR) to guide the design and optimization of efficient drugs.
SAR studies the intricate relationship between a drug's chemical structure and biological activity. It focuses on understanding how modifications to a drug's structure can influence...
SAR studies the intricate relationship between a drug's chemical structure and biological activity. It focuses on understanding how modifications to a drug's structure can influence...
1.7K


