• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

结合自由能计算对初始蛋白质晶体结构的敏感性。

Sensitivity of Binding Free Energy Calculations to Initial Protein Crystal Structure.

作者信息

Suruzhon Miroslav, Bodnarchuk Michael S, Ciancetta Antonella, Viner Russell, Wall Ian D, Essex Jonathan W

机构信息

School of Chemistry, University of Southampton, Highfield, Southampton SO17 1BJ, U.K.

Computational Chemistry, R&D Oncology, AstraZeneca, Cambridge CB4 0WG, U.K.

出版信息

J Chem Theory Comput. 2021 Mar 9;17(3):1806-1821. doi: 10.1021/acs.jctc.0c00972. Epub 2021 Feb 3.

DOI:10.1021/acs.jctc.0c00972
PMID:33534995
Abstract

Binding free energy calculations using alchemical free energy (AFE) methods are widely considered to be the most rigorous tool in the computational drug discovery arsenal. Despite this, the calculations suffer from accuracy, precision, and reproducibility issues. In this publication, we perform a high-throughput study of more than a thousand AFE calculations, utilizing over 220 μs of total sampling time, on three different protein systems to investigate the impact of the initial crystal structure on the resulting binding free energy values. We also consider the influence of equilibration time and discover that the initial crystal structure can have a significant effect on free energy values obtained at short timescales that can manifest itself as a free energy difference of more than 1 kcal/mol. At longer timescales, these differences are largely overtaken by important rare events, such as torsional ligand motions, typically resulting in a much higher uncertainty in the obtained values. This work emphasizes the importance of rare event sampling and long-timescale dynamics in free energy calculations even for routinely performed alchemical perturbations. We conclude that an optimal protocol should not only concentrate computational resources on achieving convergence in the alchemical coupling parameter (λ) space but also on longer simulations and multiple repeats.

摘要

使用炼金术自由能(AFE)方法进行的结合自由能计算被广泛认为是计算药物发现工具库中最严格的工具。尽管如此,这些计算仍存在准确性、精度和可重复性问题。在本出版物中,我们对三种不同的蛋白质系统进行了一千多次AFE计算的高通量研究,利用了超过220微秒的总采样时间,以研究初始晶体结构对所得结合自由能值的影响。我们还考虑了平衡时间的影响,并发现初始晶体结构在短时间尺度上获得的自由能值可能有显著影响,这种影响可能表现为自由能差异超过1千卡/摩尔。在更长的时间尺度上,这些差异在很大程度上被重要的罕见事件(如扭转配体运动)所掩盖,通常导致所得值的不确定性更高。这项工作强调了即使对于常规进行的炼金术微扰,罕见事件采样和长时间尺度动力学在自由能计算中的重要性。我们得出结论,一个最佳方案不仅应将计算资源集中在实现炼金术耦合参数(λ)空间中的收敛上,还应集中在更长时间的模拟和多次重复上。

相似文献

1
Sensitivity of Binding Free Energy Calculations to Initial Protein Crystal Structure.结合自由能计算对初始蛋白质晶体结构的敏感性。
J Chem Theory Comput. 2021 Mar 9;17(3):1806-1821. doi: 10.1021/acs.jctc.0c00972. Epub 2021 Feb 3.
2
Protein-Ligand Binding Free Energy Calculations with FEP.使用自由能微扰法进行蛋白质-配体结合自由能计算
Methods Mol Biol. 2019;2022:201-232. doi: 10.1007/978-1-4939-9608-7_9.
3
How to deal with multiple binding poses in alchemical relative protein-ligand binding free energy calculations.在炼金术相对蛋白质-配体结合自由能计算中如何处理多个结合构象。
J Chem Theory Comput. 2015 Jun 9;11(6):2670-9. doi: 10.1021/acs.jctc.5b00214.
4
Enhanced ligand sampling for relative protein-ligand binding free energy calculations.用于相对蛋白质-配体结合自由能计算的增强配体采样
J Phys Chem B. 2015 May 21;119(20):6190-7. doi: 10.1021/acs.jpcb.5b02348. Epub 2015 May 8.
5
Reduced Free Energy Perturbation/Hamiltonian Replica Exchange Molecular Dynamics Method with Unbiased Alchemical Thermodynamic Axis.具有无偏化热力学轴向的自由能微扰/哈密顿复制交换分子动力学方法。
J Phys Chem B. 2018 Oct 18;122(41):9435-9442. doi: 10.1021/acs.jpcb.8b03277. Epub 2018 Oct 3.
6
Identifying and overcoming the sampling challenges in relative binding free energy calculations of a model protein:protein complex.识别并克服模型蛋白质-蛋白质复合物相对结合自由能计算中的采样挑战。
bioRxiv. 2023 Jun 21:2023.03.07.530278. doi: 10.1101/2023.03.07.530278.
7
Biasing Potential Replica Exchange Multisite λ-Dynamics for Efficient Free Energy Calculations.用于高效自由能计算的偏置势副本交换多位点λ动力学
J Chem Theory Comput. 2015 Mar 10;11(3):1267-77. doi: 10.1021/ct500894k.
8
Overcoming Orthogonal Barriers in Alchemical Free Energy Calculations: On the Relative Merits of λ-Variations, λ-Extrapolations, and Biasing.克服量子化学自由能计算中的正交障碍:λ 变分、λ 外推和偏置的相对优势。
J Chem Theory Comput. 2020 Mar 10;16(3):1630-1645. doi: 10.1021/acs.jctc.9b00853. Epub 2020 Feb 27.
9
Precise Binding Free Energy Calculations for Multiple Molecules Using an Optimal Measurement Network of Pairwise Differences.使用最佳的成对差异测量网络对多个分子进行精确的结合自由能计算。
J Chem Theory Comput. 2022 Feb 8;18(2):650-663. doi: 10.1021/acs.jctc.1c00703. Epub 2021 Dec 6.
10
Correcting for the free energy costs of bond or angle constraints in molecular dynamics simulations.在分子动力学模拟中校正键或角度约束的自由能成本。
Biochim Biophys Acta. 2015 May;1850(5):932-943. doi: 10.1016/j.bbagen.2014.09.001. Epub 2014 Sep 16.

引用本文的文献

1
Quantification of the Impact of Structure Quality on Predicted Binding Free Energy Accuracy.结构质量对预测结合自由能准确性影响的量化
J Chem Inf Model. 2025 Jul 14;65(13):6927-6938. doi: 10.1021/acs.jcim.5c00947. Epub 2025 Jun 29.
2
Current State of Open Source Force Fields in Protein-Ligand Binding Affinity Predictions.开源力场在蛋白质-配体结合亲和力预测中的现状。
J Chem Inf Model. 2024 Jul 8;64(13):5063-5076. doi: 10.1021/acs.jcim.4c00417. Epub 2024 Jun 19.
3
Roles of Accelerated Molecular Dynamics Simulations in Predictions of Binding Kinetic Parameters.
加速分子动力学模拟在预测结合动力学参数中的作用。
Mini Rev Med Chem. 2024;24(14):1323-1333. doi: 10.2174/0113895575252165231122095555.
4
Alchemical Free Energy Workflows for the Computation of Protein-Ligand Binding Affinities.用于计算蛋白质-配体结合亲和力的炼金术自由能工作流程。
Methods Mol Biol. 2024;2716:241-264. doi: 10.1007/978-1-0716-3449-3_11.
5
Binding Mechanism of Inhibitors to Heat Shock Protein 90 Investigated by Multiple Independent Molecular Dynamics Simulations and Prediction of Binding Free Energy.通过多种独立的分子动力学模拟研究抑制剂与热休克蛋白 90 的结合机制及结合自由能预测。
Molecules. 2023 Jun 15;28(12):4792. doi: 10.3390/molecules28124792.
6
Identification Mechanism of BACE1 on Inhibitors Probed by Using Multiple Separate Molecular Dynamics Simulations and Comparative Calculations of Binding Free Energies.采用多种独立分子动力学模拟和结合自由能比较计算探测 BACE1 抑制剂的识别机制。
Molecules. 2023 Jun 15;28(12):4773. doi: 10.3390/molecules28124773.
7
Enhancing Ligand and Protein Sampling Using Sequential Monte Carlo.运用序贯蒙特卡罗法增强配体和蛋白质采样。
J Chem Theory Comput. 2022 Jun 14;18(6):3894-3910. doi: 10.1021/acs.jctc.1c01198. Epub 2022 May 19.
8
Ensemble Simulations and Experimental Free Energy Distributions: Evaluation and Characterization of Isoxazole Amides as SMYD3 Inhibitors.整体模拟和实验自由能分布:作为 SMYD3 抑制剂的异噁唑酰胺的评估和特征分析。
J Chem Inf Model. 2022 May 23;62(10):2561-2570. doi: 10.1021/acs.jcim.2c00255. Epub 2022 May 4.
9
Thermodynamic and structural insights into the repurposing of drugs that bind to SARS-CoV-2 main protease.对与新冠病毒主要蛋白酶结合的药物重新利用的热力学和结构学见解。
Mol Syst Des Eng. 2021 Nov 18;7(2):123-131. doi: 10.1039/d1me00124h. eCollection 2022 Feb 7.
10
Alchemical absolute protein-ligand binding free energies for drug design.用于药物设计的炼金术绝对蛋白质-配体结合自由能
Chem Sci. 2021 Sep 24;12(41):13958-13971. doi: 10.1039/d1sc03472c. eCollection 2021 Oct 27.