A Coarse-Grained Simulation Approach for Protein Molecular Conformation Dynamics.

IF 2.8 2区 化学 Q3 CHEMISTRY, PHYSICAL The Journal of Physical Chemistry A Pub Date : 2025-01-16 Epub Date: 2025-01-03 DOI:10.1021/acs.jpca.4c06977
Mafiz Uddin, Dennis Coombe
{"title":"A Coarse-Grained Simulation Approach for Protein Molecular Conformation Dynamics.","authors":"Mafiz Uddin, Dennis Coombe","doi":"10.1021/acs.jpca.4c06977","DOIUrl":null,"url":null,"abstract":"<p><p>Coarse-grained molecular dynamics simulation is widely accepted for assessment of a large complex biological system, but it may also lead to a misleading conclusion. The challenge is to simulate protein structural dynamics (such as folding-unfolding behavior) due to the lack of a necessary backbone flexibility. This study developed a standard coarse-grained model directly from the protein atomic structure and amino acid coarse-grained FF (such as MARTINI FF v2.2). The atomic structure is used as a parent template to set up the coarse model, which naturally gives a better representation of the initial conditions. We have formulated a computational algorithm to set up protein coarse-grained coordinates and force field topology (such as bonds, angles, and dihedrals). The model was validated by a systematic all atom and coarse-grained simulation of a system containing protein human serum albumin and the drug paclitaxel in a water bath. The bonded force constants were optimized locally by neighboring residue-free energy data and globally by history matching against all atom simulation. The coarse-grained model was then applied for several other proteins and justified its general reliability for modeling protein conformations dynamics. We arrived at such a conclusion with great satisfaction because it describes the initial conditions accurately, applies only standard bonded force constants, and provides a significant backbone flexibility.</p>","PeriodicalId":59,"journal":{"name":"The Journal of Physical Chemistry A","volume":" ","pages":"607-622"},"PeriodicalIF":2.8000,"publicationDate":"2025-01-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"The Journal of Physical Chemistry A","FirstCategoryId":"1","ListUrlMain":"https://doi.org/10.1021/acs.jpca.4c06977","RegionNum":2,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/1/3 0:00:00","PubModel":"Epub","JCR":"Q3","JCRName":"CHEMISTRY, PHYSICAL","Score":null,"Total":0}
引用次数: 0

Abstract

Coarse-grained molecular dynamics simulation is widely accepted for assessment of a large complex biological system, but it may also lead to a misleading conclusion. The challenge is to simulate protein structural dynamics (such as folding-unfolding behavior) due to the lack of a necessary backbone flexibility. This study developed a standard coarse-grained model directly from the protein atomic structure and amino acid coarse-grained FF (such as MARTINI FF v2.2). The atomic structure is used as a parent template to set up the coarse model, which naturally gives a better representation of the initial conditions. We have formulated a computational algorithm to set up protein coarse-grained coordinates and force field topology (such as bonds, angles, and dihedrals). The model was validated by a systematic all atom and coarse-grained simulation of a system containing protein human serum albumin and the drug paclitaxel in a water bath. The bonded force constants were optimized locally by neighboring residue-free energy data and globally by history matching against all atom simulation. The coarse-grained model was then applied for several other proteins and justified its general reliability for modeling protein conformations dynamics. We arrived at such a conclusion with great satisfaction because it describes the initial conditions accurately, applies only standard bonded force constants, and provides a significant backbone flexibility.

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
蛋白质分子构象动力学的粗粒度模拟方法。
粗粒度分子动力学模拟被广泛接受用于大型复杂生物系统的评估,但它也可能导致误导性的结论。由于缺乏必要的主链灵活性,模拟蛋白质结构动力学(如折叠-展开行为)是一项挑战。本研究直接从蛋白质原子结构和氨基酸粗粒度FF(如MARTINI FF v2.2)开发标准粗粒度模型。原子结构被用作父模板来建立粗模型,它自然能更好地表示初始条件。我们制定了一个计算算法来建立蛋白质粗粒度坐标和力场拓扑(如键、角度和二面体)。该模型通过系统的全原子和粗粒度模拟,在水浴中对含有人血清白蛋白和紫杉醇药物的系统进行了验证。通过邻近的无残能数据优化局部结合力常数,通过对所有原子模拟的历史匹配优化全局结合力常数。然后将粗粒度模型应用于其他几种蛋白质,并证明了其在蛋白质构象动力学建模中的一般可靠性。我们非常满意地得出了这样的结论,因为它准确地描述了初始条件,仅应用标准键合力常数,并提供了显著的骨干灵活性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
The Journal of Physical Chemistry A
The Journal of Physical Chemistry A 化学-物理:原子、分子和化学物理
CiteScore
5.20
自引率
10.30%
发文量
922
审稿时长
1.3 months
期刊介绍: The Journal of Physical Chemistry A is devoted to reporting new and original experimental and theoretical basic research of interest to physical chemists, biophysical chemists, and chemical physicists.
期刊最新文献
Issue Editorial Masthead Issue Publication Information Vibrational Properties of Hydroperoxyl Radical-Water Clusters Using Quantum Algorithms for Wavepacket Dynamics. Online Chemical Analysis of Flowing n-Hexane in a Pyrolysis Reactor by Optical Spectroscopy and Molecular Beam Mass Spectrometry. Subshell Stability in Superatomic Clusters and the Formation of Stable Magnetic Motifs.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1