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利用针对安贝力场的修正α/γ扭转参数改进单链RNA四聚体的计算预测。

Improving Computational Predictions of Single-Stranded RNA Tetramers with Revised α/γ Torsional Parameters for the Amber Force Field.

作者信息

Wales David J, Yildirim Ilyas

机构信息

Department of Chemistry, University of Cambridge , Cambridge, Cambridgeshire CB2 1EW, United Kingdom.

Department of Chemistry and Biochemistry, Florida Atlantic University , Jupiter, Florida 33458, United States.

出版信息

J Phys Chem B. 2017 Apr 13;121(14):2989-2999. doi: 10.1021/acs.jpcb.7b00819. Epub 2017 Mar 31.

Abstract

With current advancements in RNA based therapeutics, it is becoming crucial to utilize theoretical and computational methods to describe properly the physical properties of RNA molecules. NMR and X-ray crystallography are two powerful techniques for investigating structural properties. However, if the RNA molecules are complex or dynamic, these methods might not be adequate. For computational approaches, the quality of the force field will determine accuracy of our predictions. In this contribution, we revise the α/γ torsional parameters of RNA for amber force field using a model system representing an RNA dimer backbone. Combined with revised χ torsional parameters, previously shown to improve computational predictions, we benchmarked the revised force field on five single-stranded RNA (ssRNA) tetramers, three RNA dodecamer duplexes, and an RNA hairpin. A total of 60 μs of molecular dynamics (MD) simulations were run. We also employ the discrete path sampling (DPS) approach to compare the predictions for the revised amber force field with those for amber10. Our results indicate that the unphysical states observed with amber10 in ssRNA MD simulations are suppressed for the revised amber force field. In line with NMR experimental observations, incorporation of the revised α/γ and χ torsional parameters leads to A-form-like conformational states as the most favorable ssRNA tetramer conformations. Furthermore, the revised force field maintains the A-form geometry in regular RNA duplexes. Our revised amber force field for RNA should therefore improve structural and thermodynamic predictions for challenging RNA systems.

摘要

随着基于RNA的治疗方法的当前进展,利用理论和计算方法来恰当地描述RNA分子的物理性质变得至关重要。核磁共振(NMR)和X射线晶体学是研究结构性质的两种强大技术。然而,如果RNA分子复杂或动态,这些方法可能并不适用。对于计算方法,力场的质量将决定我们预测的准确性。在本论文中,我们使用一个代表RNA二聚体骨架的模型系统,对用于琥珀色力场的RNA的α/γ扭转参数进行了修正。结合先前已证明能改善计算预测的修正χ扭转参数,我们在五个单链RNA(ssRNA)四聚体、三个RNA十二聚体双链体和一个RNA发夹上对修正后的力场进行了基准测试。总共运行了60微秒的分子动力学(MD)模拟。我们还采用离散路径采样(DPS)方法,将修正后的琥珀色力场的预测结果与amber10的预测结果进行比较。我们的结果表明,在ssRNA MD模拟中用amber10观察到的非物理状态在修正后的琥珀色力场中受到抑制。与NMR实验观察结果一致,纳入修正后的α/γ和χ扭转参数会导致A-型构象状态成为最有利的ssRNA四聚体构象。此外,修正后的力场在规则的RNA双链体中保持A-型几何结构。因此,我们修正后的用于RNA的琥珀色力场应该能改善对具有挑战性的RNA系统的结构和热力学预测。

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