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具有与最先进蛋白质力场相媲美的精度的 RNA 力场。

RNA force field with accuracy comparable to state-of-the-art protein force fields.

机构信息

D. E. Shaw Research, New York, NY 10036.

D. E. Shaw Research, New York, NY 10036;

出版信息

Proc Natl Acad Sci U S A. 2018 Feb 13;115(7):E1346-E1355. doi: 10.1073/pnas.1713027115. Epub 2018 Jan 29.

Abstract

Molecular dynamics (MD) simulation has become a powerful tool for characterizing at an atomic level of detail the conformational changes undergone by proteins. The application of such simulations to RNA structures, however, has proven more challenging, due in large part to the fact that the physical models ("force fields") available for MD simulations of RNA molecules are substantially less accurate in many respects than those currently available for proteins. Here, we introduce an extensive revision of a widely used RNA force field in which the parameters have been modified, based on quantum mechanical calculations and existing experimental information, to more accurately reflect the fundamental forces that stabilize RNA structures. We evaluate these revised parameters through long-timescale MD simulations of a set of RNA molecules that covers a wide range of structural complexity, including single-stranded RNAs, RNA duplexes, RNA hairpins, and riboswitches. The structural and thermodynamic properties measured in these simulations exhibited dramatically improved agreement with experimentally determined values. Based on the comparisons we performed, this RNA force field appears to achieve a level of accuracy comparable to that of state-of-the-art protein force fields, thus significantly advancing the utility of MD simulation as a tool for elucidating the structural dynamics and function of RNA molecules and RNA-containing biological assemblies.

摘要

分子动力学 (MD) 模拟已成为一种强大的工具,可用于详细描述蛋白质的构象变化。然而,将此类模拟应用于 RNA 结构更具挑战性,这在很大程度上是因为用于 RNA 分子 MD 模拟的物理模型(“力场”)在许多方面的准确性都远低于目前可用于蛋白质的力场。在这里,我们对一种广泛使用的 RNA 力场进行了广泛的修订,其中参数根据量子力学计算和现有实验信息进行了修改,以更准确地反映稳定 RNA 结构的基本力。我们通过对一系列涵盖广泛结构复杂性的 RNA 分子进行长时间尺度的 MD 模拟来评估这些修订后的参数,包括单链 RNA、RNA 双链体、RNA 发夹和核酶。这些模拟中测量的结构和热力学性质与实验确定的值显示出显著改善的一致性。基于我们进行的比较,这种 RNA 力场似乎达到了与最先进的蛋白质力场相当的准确性水平,从而大大提高了 MD 模拟作为阐明 RNA 分子和包含 RNA 的生物组装体的结构动力学和功能的工具的实用性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0711/5816156/e03f5b7e95ff/pnas.1713027115fig01.jpg

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