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通过分子动力学模拟和图论揭示多组分相分离

Unveiling the multicomponent phase separation through molecular dynamics simulation and graph theory.

作者信息

Yan Zeng-Shuai, Ma Yu-Qiang, Ding Hong-Ming

机构信息

National Laboratory of Solid State Microstructures and Department of Physics, Collaborative Innovation Center of Advanced Microstructures, Nanjing University, Nanjing 210093, China.

Center for Soft Condensed Matter Physics and Interdisciplinary Research, School of Physical Science and Technology, Soochow University, Suzhou 215006, China.

出版信息

J Chem Phys. 2024 Feb 14;160(6). doi: 10.1063/5.0192529.

Abstract

Biomolecular condensates formed by multicomponent phase separation play crucial roles in diverse cellular processes. Accurate assessment of individual-molecule contributions to condensate formation and precise characterization of their spatial organization within condensates are crucial for understanding the underlying mechanism of phase separation. Using molecular dynamics simulations and graph theoretical analysis, we demonstrated quantitatively the significant roles of cation-π and π-π interactions mediated by aromatic residues and arginine in the formation of condensates in polypeptide systems. Our findings reveal temperature and chain length-dependent alterations in condensate network parameters, such as the number of condensate network layers, and changes in aggregation and connectivity. Notably, we observe a transition between assortativity and disassortativity in the condensate network. Moreover, polypeptides W, Y, F, and R consistently promote condensate formation, while the contributions of other charged and two polar polypeptides (Q and N) to condensate formation depend on temperature and chain length. Furthermore, polyadenosine and polyguanosine can establish stable connections with aromatic and R polypeptides, resulting in the reduced involvement of K, E, D, Q, and N in phase separation. Overall, this study provides a distinctive, precise, and quantitative approach to characterize the multicomponent phase separation.

摘要

由多组分相分离形成的生物分子凝聚物在多种细胞过程中发挥着关键作用。准确评估单分子对凝聚物形成的贡献以及精确表征它们在凝聚物中的空间组织对于理解相分离的潜在机制至关重要。通过分子动力学模拟和图论分析,我们定量地证明了芳香族残基和精氨酸介导的阳离子 - π和π - π相互作用在多肽系统中凝聚物形成中的重要作用。我们的研究结果揭示了凝聚物网络参数(如凝聚物网络层数)随温度和链长的变化,以及聚集和连通性的变化。值得注意的是,我们观察到凝聚物网络中从 assortativity 到 disassortativity 的转变。此外,多肽W、Y、F和R始终促进凝聚物形成,而其他带电荷和两种极性多肽(Q和N)对凝聚物形成的贡献则取决于温度和链长。此外,聚腺苷酸和聚鸟苷酸可以与芳香族和R多肽建立稳定的连接,导致K、E、D、Q和N在相分离中的参与减少。总体而言,本研究提供了一种独特、精确且定量的方法来表征多组分相分离。

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