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显式离子模型预测染色质组织的物理化学相互作用。

Explicit Ion Modeling Predicts Physicochemical Interactions for Chromatin Organization.

作者信息

Lin Xingcheng, Zhang Bin

机构信息

Department of Chemistry, Massachusetts Institute of Technology, Cambridge, MA, USA.

出版信息

bioRxiv. 2023 Nov 15:2023.05.16.541030. doi: 10.1101/2023.05.16.541030.

Abstract

Molecular mechanisms that dictate chromatin organization are under active investigation, and the extent to which intrinsic interactions contribute to this process remains debatable. A central quantity for evaluating their contribution is the strength of nucleosome-nucleosome binding, which previous experiments have estimated to range from 2 to 14 . We introduce an explicit ion model to dramatically enhance the accuracy of residue-level coarse-grained modeling approaches across a wide range of ionic concentrations. This model allows for predictions of chromatin organization and remains computationally efficient, enabling large-scale conformational sampling for free energy calculations. It reproduces the energetics of protein-DNA binding and unwinding of single nucleosomal DNA, and resolves the differential impact of mono and divalent ions on chromatin conformations. Moreover, we showed that the model can reconcile various experiments on quantifying nucleosomal interactions, providing an explanation for the large discrepancy between existing estimations. We predict the interaction strength at physiological conditions to be 9 , a value that is nonetheless sensitive to DNA linker length and the presence of linker histones. Our study strongly supports the contribution of physicochemical interactions to the phase behavior of chromatin aggregates and chromatin organization inside the nucleus.

摘要

决定染色质组织的分子机制正在积极研究中,内在相互作用在这一过程中的贡献程度仍有争议。评估其贡献的一个核心量是核小体-核小体结合强度,先前的实验估计其范围为2到14 。我们引入了一个显式离子模型,以显著提高在广泛离子浓度范围内残基水平粗粒度建模方法的准确性。该模型允许对染色质组织进行预测,并且在计算上仍然高效,能够进行大规模构象采样以进行自由能计算。它再现了蛋白质-DNA结合和单核小体DNA解旋的能量学,并解决了单价和二价离子对染色质构象的不同影响。此外,我们表明该模型可以协调各种量化核小体相互作用的实验,为现有估计之间的巨大差异提供了解释。我们预测生理条件下的相互作用强度为9 ,尽管该值对DNA连接子长度和连接组蛋白的存在敏感。我们的研究有力地支持了物理化学相互作用对染色质聚集体的相行为和细胞核内染色质组织的贡献。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c0c0/10659865/7702acb28ee3/nihpp-2023.05.16.541030v2-f0001.jpg

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