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An associative memory Hamiltonian model for DNA and nucleosomes

DNA超螺旋 核小体 哈密顿量(控制论) DNA 物理 持续时间 染色质 结合属性 扭转 生物系统 生物物理学 拓扑(电路) 计算机科学 生物 遗传学 量子力学 数学 几何学 分子 DNA复制 组合数学 数学优化 纯数学
作者
Weiqi Lu,José N. Onuchic,Michele Di Pierro
出处
期刊:PLOS Computational Biology [Public Library of Science]
卷期号:19 (3): e1011013-e1011013 被引量:3
标识
DOI:10.1371/journal.pcbi.1011013
摘要

A model for DNA and nucleosomes is introduced with the goal of studying chromosomes from a single base level all the way to higher-order chromatin structures. This model, dubbed the Widely Editable Chromatin Model (WEChroM), reproduces the complex mechanics of the double helix including its bending persistence length and twisting persistence length, and the temperature dependence of the former. The WEChroM Hamiltonian is composed of chain connectivity, steric interactions, and associative memory terms representing all remaining interactions leading to the structure, dynamics, and mechanical characteristics of the B-DNA. Several applications of this model are discussed to demonstrate its applicability. WEChroM is used to investigate the behavior of circular DNA in the presence of positive and negative supercoiling. We show that it recapitulates the formation of plectonemes and of structural defects that relax mechanical stress. The model spontaneously manifests an asymmetric behavior with respect to positive or negative supercoiling, similar to what was previously observed in experiments. Additionally, we show that the associative memory Hamiltonian is also capable of reproducing the free energy of partial DNA unwrapping from nucleosomes. WEChroM is designed to emulate the continuously variable mechanical properties of the 10nm fiber and, by virtue of its simplicity, is ready to be scaled up to molecular systems large enough to investigate the structural ensembles of genes. WEChroM is implemented in the OpenMM simulation toolkits and is freely available for public use.

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