Faculty of Physics, Department of Biomolecular Physics, University Babeş-Bolyai, Mihail Kogălniceanu Street 1, Cluj-Napoca, 400084, Romania.
J Comput Chem. 2020 Feb 5;41(4):349-361. doi: 10.1002/jcc.26110. Epub 2019 Nov 25.
Polyethyleneimine (PEI), one of the most widely used nonviral gene carriers, was investigated in the presented work at coarse-grained (CG) level. The main focus was on elaborating a realistic CG force field (FF) aimed to reproduce dynamic structural features of protonated PEI chains and, furthermore, to enable massive simulations of DNA-PEI complex formation and condensation. We parametrized CG Martini FF models for PEI in polarizable and nonpolarizable water by applying Boltzmann inversion techniques to all-atom (AA) probability distributions for distances, angles, and dihedrals of entire monomers. The fine-tuning of the FFs was achieved by fitting simulated CG gyration radii and end-to-end distances to their AA counterparts. The developed Martini FF models are shown to be well suited for realistic large-scale simulations of size/protonation-dependent behavior of solvated PEI chains, either individually or as part of DNA-PEI systems. © 2019 Wiley Periodicals, Inc.
聚乙烯亚胺(PEI)是最广泛使用的非病毒基因载体之一,本研究在粗粒度(CG)水平上对其进行了研究。主要重点是详细阐述一个现实的 CG 力场(FF),旨在再现质子化 PEI 链的动态结构特征,并能够大规模模拟 DNA-PEI 复合物的形成和凝聚。我们通过应用玻尔兹曼反演技术对整个单体的距离、角度和二面角的所有原子(AA)概率分布,为极化和非极化水中的 PEI 参数化 CG Martini FF 模型。通过拟合模拟 CG 旋转半径和末端到末端距离与其 AA 对应物,实现了 FFs 的精细调整。所开发的 Martini FF 模型非常适合于模拟溶剂化 PEI 链的尺寸/质子化依赖性行为的现实大规模模拟,无论是单独模拟还是作为 DNA-PEI 系统的一部分。© 2019 年威利父子公司