Mielke Steven P, Grønbech-Jensen Niels, Benham Craig J
UC Davis Genome Center, University of California, Davis, California 95616, USA.
Phys Rev E Stat Nonlin Soft Matter Phys. 2008 Mar;77(3 Pt 1):031924. doi: 10.1103/PhysRevE.77.031924. Epub 2008 Mar 31.
Numerical models of mesoscale DNA dynamics relevant to in vivo scenarios require methods that incorporate important features of the intracellular environment, while maintaining computational tractability. Because the explicit inclusion of ions leads to electrostatic calculations that scale as the square of the number of charged particles, such models typically handle these calculations using low-potential, mean-field approaches, rather than by considering the discrete interactions of ions. This allows approximation of the long-range, screened self-repulsion of DNA, but is unable to capture detailed electrostatic phenomena, such as short-range attractions mediated by ion-ion correlations. Here, we develop a dynamical model of explicitly double-stranded, sequence-specific DNA in a bulk environment consisting of other polyions and explicitly represented counterions and coions. DNA is represented as two interwound chains of charged Stokes spheres, and ions as free, monovalently charged Stokes spheres. Brownian dynamics simulations performed at salt concentrations of 0.1, 1, 10, and 100 mM demonstrate this model captures anticipated behaviors of the system, including increasing compaction of the polyion by the ionic atmosphere with increasing ionic strength. The decay of the distance dependence of the ion concentrations as one moves away from the polyion approaches their equilibrium values in quantitative agreement with predictions of Poisson-Boltzmann theory. The simulation results also demonstrate quantitative agreement with experimental measurements of the persistence length of B-DNA, which increases significantly at low ionic strengths. The model also captures behaviors intimating the importance of explicitly representing ionic and polyionic structure. These include penetration of the polyion interior by both coions and counterions, and counterion-mediated accumulation of coions near the surface of the polyion. Such phenomena are likely to play an important role in the formation of alternative DNA secondary structures, suggesting the present methods will prove valuable to dynamic models of superhelical stress-induced DNA structural transitions.
与体内情况相关的中尺度DNA动力学数值模型需要采用一些方法,这些方法既要纳入细胞内环境的重要特征,又要保持计算的易处理性。由于明确纳入离子会导致静电计算的规模与带电粒子数量的平方成正比,因此这类模型通常使用低电势、平均场方法来处理这些计算,而不是考虑离子的离散相互作用。这使得能够近似DNA的长程、屏蔽自排斥,但无法捕捉详细的静电现象,例如由离子-离子相关性介导的短程吸引力。在这里,我们开发了一个动力学模型,用于研究在由其他聚离子以及明确表示的抗衡离子和共离子组成的大量环境中,明确的双链、序列特异性DNA。DNA被表示为两条相互缠绕的带电斯托克斯球体链,离子被表示为自由的单价带电斯托克斯球体。在盐浓度为0.1、1、10和100 mM下进行的布朗动力学模拟表明,该模型捕捉到了系统的预期行为,包括随着离子强度增加,离子氛围使聚离子的压缩程度增加。当远离聚离子时,离子浓度的距离依赖性衰减接近其平衡值,这与泊松-玻尔兹曼理论的预测在定量上一致。模拟结果还与B-DNA持久长度的实验测量在定量上一致,B-DNA的持久长度在低离子强度下显著增加。该模型还捕捉到了一些行为,暗示了明确表示离子和聚离子结构的重要性。这些行为包括共离子和抗衡离子对聚离子内部的渗透,以及抗衡离子介导的共离子在聚离子表面附近的积累。此类现象可能在替代DNA二级结构的形成中起重要作用,这表明本方法将被证明对超螺旋应力诱导的DNA结构转变的动力学模型很有价值。