核酸的SPICA力场及其在脂质纳米颗粒中的应用

IF 2.8 2区 化学 Q3 CHEMISTRY, PHYSICAL
Akhil Pratap Singh, Hiroki Tanaka, Yusuke Miyazaki, Wataru Shinoda
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引用次数: 0

摘要

核酸疗法已成为与异常基因表达相关的各种疾病的有希望的治疗方法。阳离子脂质-核酸复合物(脂质复合物)仍然是药物递送载体等治疗方法的前沿。为了通过粗粒度分子动力学(CG-MD)模拟促进对这些载体的研究,我们扩展了表面性质拟合粗粒度(SPICA)力场,以开发具有增强与脂质相容性的可靠DNA模型。在我们的DNA-CG模型中,主链用三个CG片段表示:磷酸基被映射到一个CG位点,脱氧核糖被映射到两个CG位点,核酸被描述为三个或四个原子环。对键参数进行了优化,以重现全原子(AA)原子动力学模拟中得到的键长、键角和二面体的平均值和分布。此外,对非键参数进行了微调,以匹配实验和AA-MD参考数据,包括核酸碱基的溶剂化自由能、碱基堆叠相互作用的自由能分布以及碱基在不同脂质双层间的转移自由能。我们还优化了CG模型的参数,以重现AA-MD模拟获得的单链DNA的旋转半径。此外,通过结合弹性网络来维持双链DNA (dsDNA)的二级结构,我们实现了dsDNA的合理持久长度。最后,我们应用我们的DNA模型来模拟脂质,证明其与脂质的相容性。这些脂丛的结构特征与实验数据非常吻合,增强了我们模型的可靠性。我们的模型为在未来的研究中大规模模拟复杂的dna -脂质系统(如脂质纳米颗粒)提供了坚实的基础。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
SPICA Force Field for Nucleic Acids and Its Application to Lipid Nanoparticles.

Nucleic acid therapies have emerged as promising treatments for various diseases associated with aberrant gene expression. Cationic lipid-nucleic acid complexes (lipoplexes) remain at the forefront of such therapeutic approaches as drug delivery carriers. To facilitate the study of these carriers through coarse-grained molecular dynamics (CG-MD) simulations, we extend our surface property fitting coarse-grained (SPICA) force field to develop a reliable DNA model with enhanced compatibility with lipids. In our DNA-CG model, the backbone is represented using three CG segments: the phosphate group is mapped to a single CG site, the deoxyribose to two CG sites, and nucleic bases are depicted as three- or four-atom rings. The bonded parameters were optimized to reproduce the mean and distribution of bond lengths, angles, and dihedrals obtained from all-atom (AA) MD simulations. Additionally, nonbonded parameters were fine-tuned to match experimental and AA-MD reference data, including the solvation free energy of nucleic bases, the free energy profile of base stacking interactions, and the transfer free energy of bases across different lipid bilayers. We also optimize the parameter of our CG model to reproduce the radius of gyration of single-stranded DNA obtained by AA-MD simulations. Further, by incorporating an elastic network to maintain the secondary structure of double-stranded DNA (dsDNA), we achieved a reasonable persistence length for dsDNA. Finally, we applied our DNA model to simulate lipoplexes, demonstrating its compatibility with lipids. The structural characteristics of these lipoplexes showed excellent agreement with experimental data, reinforcing the reliability of our model. Our model provides a solid foundation for large-scale simulations of complex DNA-lipid systems, such as lipid nanoparticles, in future studies.

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来源期刊
CiteScore
5.80
自引率
9.10%
发文量
965
审稿时长
1.6 months
期刊介绍: An essential criterion for acceptance of research articles in the journal is that they provide new physical insight. Please refer to the New Physical Insights virtual issue on what constitutes new physical insight. Manuscripts that are essentially reporting data or applications of data are, in general, not suitable for publication in JPC B.
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