{"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":""},"PeriodicalIF":2.7000,"publicationDate":"2025-01-03","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":"","PubModel":"","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.
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.