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评估蛋白质纳米液滴密度的理论方法

Theoretical Methods for Assessing the Density of Protein Nanodroplets.

作者信息

Anila Midhun Mohan, Wojciechowski Michał, Chwastyk Mateusz, Różycki Bartosz

机构信息

Institute of Physics, Polish Academy of Sciences, Al. Lotników 32/46, 02-668 Warsaw, Poland.

出版信息

Int J Mol Sci. 2025 Sep 4;26(17):8631. doi: 10.3390/ijms26178631.

Abstract

Many intrinsically disordered proteins (IDPs) are known to undergo liquid-liquid phase separation (LLPS), which is a physical process that drives the formation of biomolecular condensates and membraneless organelles in biological cells. Molecular dynamics (MD) simulations provide valuable tools to explore both the molecular mechanisms of LLPS and the physical properties of biomolecular condensates. However, a direct comparison of MD simulation results with phase diagrams obtained experimentally is normally prevented not only by the high computational costs of simulating large biomacromolecular systems on sufficient timescales but also by conceptual challenges. Specifically, there currently seems to be no standard or unambiguous method of defining and determining volumes occupied by coexisting phases at the nanoscale, with typically no more than a few hundred biomacromolecules in the simulation box. The goal of this work is to fill in this gap in the methodology. Focusing on α-synuclein as a model IDP, we test and compare three methods for determining the molecular density of protein nanodroplets, or clusters, generated in MD simulations or using other molecular modeling approaches. Two of the methods are based on approximating nanodroplets with homogeneous spheres and ellipsoids, respectively. The third method, which is expected to yield the most physically accurate results, is based on the SPACEBALL algorithm, with optimized, cluster-specific radii for volume probes. Our results contribute to the construction of accurate phase diagrams on the basis of MD simulations of IDP systems.

摘要

许多内在无序蛋白(IDP)已知会经历液-液相分离(LLPS),这是一个驱动生物分子凝聚物和无膜细胞器在生物细胞中形成的物理过程。分子动力学(MD)模拟为探索LLPS的分子机制和生物分子凝聚物的物理性质提供了有价值的工具。然而,将MD模拟结果与实验获得的相图进行直接比较通常受到阻碍,这不仅是因为在足够长的时间尺度上模拟大型生物大分子系统的计算成本很高,还因为存在概念上的挑战。具体而言,目前似乎没有标准或明确的方法来定义和确定纳米尺度上共存相所占的体积,在模拟盒中通常只有不超过几百个生物大分子。这项工作的目标是填补方法学上的这一空白。以α-突触核蛋白作为模型IDP,我们测试并比较了三种确定在MD模拟或使用其他分子建模方法中生成的蛋白质纳米液滴或簇的分子密度的方法。其中两种方法分别基于用均匀球体和椭球体近似纳米液滴。第三种方法预计会产生最符合物理实际的结果,它基于SPACEBALL算法,为体积探针设置了优化的、特定于簇的半径。我们的结果有助于基于IDP系统的MD模拟构建准确的相图。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ccd7/12429002/b95dc37ec94d/ijms-26-08631-g001.jpg

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