An automated calculation pipeline for differential pair interaction energies with molecular force fields using the Tinker Molecular Modeling Package

IF 7.1 2区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Journal of Cheminformatics Pub Date : 2024-08-08 DOI:10.1186/s13321-024-00890-5
Felix Bänsch, Mirco Daniel, Harald Lanig, Christoph Steinbeck, Achim Zielesny
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Abstract

An automated pipeline for comprehensive calculation of intermolecular interaction energies based on molecular force-fields using the Tinker molecular modelling package is presented. Starting with non-optimized chemically intuitive monomer structures, the pipeline allows the approximation of global minimum energy monomers and dimers, configuration sampling for various monomer–monomer distances, estimation of coordination numbers by molecular dynamics simulations, and the evaluation of differential pair interaction energies. The latter are used to derive Flory–Huggins parameters and isotropic particle–particle repulsions for Dissipative Particle Dynamics (DPD). The computational results for force fields MM3, MMFF94, OPLS-AA and AMOEBA09 are analyzed with Density Functional Theory (DFT) calculations and DPD simulations for a mixture of the non-ionic polyoxyethylene alkyl ether surfactant C10E4 with water to demonstrate the usefulness of the approach.

Scientific Contribution

To our knowledge, there is currently no open computational pipeline for differential pair interaction energies at all. This work aims to contribute an (at least academically available, open) approach based on molecular force fields that provides a robust and efficient computational scheme for their automated calculation for small to medium-sized (organic) molecular dimers. The usefulness of the proposed new calculation scheme is demonstrated for the generation of mesoscopic particles with their mutual repulsive interactions.

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使用 Tinker 分子建模软件包的分子力场差分对相互作用能自动计算管道。
本文介绍了一种基于分子力场、使用 Tinker 分子建模软件包全面计算分子间相互作用能的自动流水线。从非优化的化学直观单体结构开始,该管道可以近似计算全局最小能量单体和二聚体、各种单体-单体距离的构型采样、通过分子动力学模拟估算配位数,以及评估差分配对相互作用能。后者用于为耗散粒子动力学(DPD)推导 Flory-Huggins 参数和各向同性粒子-粒子排斥。针对非离子型聚氧乙烯烷基醚表面活性剂 C10E4 与水的混合物,将力场 MM3、MMFF94、OPLS-AA 和 AMOEBA09 的计算结果与密度泛函理论(DFT)计算和 DPD 模拟进行了分析,以证明该方法的实用性。这项工作旨在贡献一种基于分子力场的(至少是学术上可用的、开放的)方法,为中小型(有机)分子二聚体的自动计算提供稳健高效的计算方案。在生成具有相互排斥作用的介观粒子时,证明了所提出的新计算方案的实用性。
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来源期刊
Journal of Cheminformatics
Journal of Cheminformatics CHEMISTRY, MULTIDISCIPLINARY-COMPUTER SCIENCE, INFORMATION SYSTEMS
CiteScore
14.10
自引率
7.00%
发文量
82
审稿时长
3 months
期刊介绍: Journal of Cheminformatics is an open access journal publishing original peer-reviewed research in all aspects of cheminformatics and molecular modelling. Coverage includes, but is not limited to: chemical information systems, software and databases, and molecular modelling, chemical structure representations and their use in structure, substructure, and similarity searching of chemical substance and chemical reaction databases, computer and molecular graphics, computer-aided molecular design, expert systems, QSAR, and data mining techniques.
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