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离子显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.

机构信息

Department of Chemistry, Massachusetts Institute of Technology, Cambridge, United States.

出版信息

Elife. 2024 Jan 30;12:RP90073. doi: 10.7554/eLife.90073.

Abstract

Molecular mechanisms that dictate chromatin organization in vivo 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 de novo 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

目前,研究人员正在深入研究决定染色质在体内组织的分子机制,而内在相互作用对此过程的贡献程度仍存在争议。评估其贡献的一个核心数量是核小体-核小体结合的强度,先前的实验已经估计其范围在 2 到 14 之间。我们引入了一个明确的离子模型,以在广泛的离子浓度范围内显著提高残基级粗粒化建模方法的准确性。该模型可以对染色质结构进行从头预测,同时保持计算效率,从而实现自由能计算的大规模构象采样。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关于定量核小体相互作用的实验,为现有估计之间存在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 ,但该值对 DNA 连接子长度和连接组蛋白的存在敏感。我们的研究强烈支持物理化学相互作用对染色质聚集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/fd1b/10945522/9bfd3f28893d/elife-90073-fig1.jpg

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