Unveiling nucleosome dynamics: A comparative study using all-atom and coarse-grained simulations enhanced by principal component analysis.

IF 3.1 2区 化学 Q3 CHEMISTRY, PHYSICAL Journal of Chemical Physics Pub Date : 2025-02-14 DOI:10.1063/5.0246977
Abhik Ghosh Moulick, Rutika Patel, Augustine Onyema, Sharon M Loverde
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Abstract

The conformational dynamics of the DNA in the nucleosome may play a role in governing gene regulation and accessibility and impact higher-order chromatin structure. This study investigates nucleosome dynamics using both all-atom and coarse-grained (CG) molecular dynamics simulations, focusing on the SIRAH force field. Simulations are performed for two nucleosomal DNA sequences-alpha satellite palindromic and Widom-601-over 6 μs at physiological salt concentrations. A comparative analysis of structural parameters, such as groove widths and base pair geometries, reveals good agreement between atomistic and CG models, although CG simulations exhibit broader conformational sampling and greater breathing motion of DNA ends. Principal component analysis is applied to DNA structural parameters, revealing multiple free energy minima, especially in CG simulations. These findings highlight the potential of the SIRAH CG force field for studying large-scale nucleosome dynamics, offering insights into DNA repositioning and sequence-dependent behavior.

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揭示核小体动力学:利用主成分分析增强的全原子和粗粒度模拟的比较研究。
核小体中DNA的构象动力学可能在调控基因调控和可及性以及影响高阶染色质结构方面发挥作用。本研究使用全原子和粗粒度(CG)分子动力学模拟来研究核小体动力学,重点研究SIRAH力场。在生理盐浓度大于6 μs的条件下,对两个核体DNA序列- α卫星回文序列和widom -601序列进行了模拟。对结构参数(如凹槽宽度和碱基对几何形状)的比较分析表明,原子模型和CG模型之间存在良好的一致性,尽管CG模拟显示出更广泛的构象采样和更大的DNA末端呼吸运动。主成分分析应用于DNA结构参数,揭示了多重自由能最小值,特别是在CG模拟中。这些发现突出了SIRAH CG力场在研究大规模核小体动力学方面的潜力,为DNA重定位和序列依赖行为提供了见解。
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来源期刊
Journal of Chemical Physics
Journal of Chemical Physics 物理-物理:原子、分子和化学物理
CiteScore
7.40
自引率
15.90%
发文量
1615
审稿时长
2 months
期刊介绍: The Journal of Chemical Physics publishes quantitative and rigorous science of long-lasting value in methods and applications of chemical physics. The Journal also publishes brief Communications of significant new findings, Perspectives on the latest advances in the field, and Special Topic issues. The Journal focuses on innovative research in experimental and theoretical areas of chemical physics, including spectroscopy, dynamics, kinetics, statistical mechanics, and quantum mechanics. In addition, topical areas such as polymers, soft matter, materials, surfaces/interfaces, and systems of biological relevance are of increasing importance. Topical coverage includes: Theoretical Methods and Algorithms Advanced Experimental Techniques Atoms, Molecules, and Clusters Liquids, Glasses, and Crystals Surfaces, Interfaces, and Materials Polymers and Soft Matter Biological Molecules and Networks.
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