IMERGE-FEP:改善相对自由能计算与化学中间体的融合
Linde Schoenmaker1,2, Daan A Jiskoot1,2, Jenke Scheen3
1Leiden Academic Centre for Drug Research, Leiden University, Einsteinweg 55, 2333 CC Leiden, The Netherlands.
The journal of physical chemistry. B
|February 20, 2025
概括
药物发现中的化学自由能量扰动 (FEP) 计算可以通过自动生成中间分子来改进. 这种新方法,IMERGE-FEP,创建类似的分子,以确保准确和高效的FEP计算.
科学领域:
- 计算化学是一种计算化学.
- 药物发现 药物发现
- 分子建模分子建模
背景情况:
- 化学自由能计算在药物发现中至关重要,用于预测结合亲缘关系.
- 自动化已经推进了FEP技术,但构建扰动网络仍然是一个挑战.
- 在FEP计算中,连带对之间的巨大差异降低了准确性和趋同性.
研究的目的:
- 开发一种用于生成中间分子的自动化方法,以改进FEP计算.
- 为了解决扰乱网络中的配体对存在很大差异的问题.
主要方法:
- 开发了一种模块化工具,即IMERGE-FEP (自由能量扰动的中间分子发电机).
- 该工具列举了R组组合,以生成不相似对之间的中间分子.
- IMERGE-FEP在代表性的同源系列上进行了测试.
主要成果:
- 产生的中间体在共享的亚结构和几何学方面增加了分子相似性.
- 洛马普评分表明,通过产生的中间体连接的配体对具有更好的相似性.
- 该方法成功地将大型扰动分解为更小,更易于管理的步骤.
结论:
- IMERGE-FEP 便于将中间分子集成到 FEP 协议中.
- 这种自动化提高了化学自由能计算在药物发现中的可靠性和适用性.
- 该工具有助于克服与FEP分析中不同分子对相关的局限性.
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