Yu Tao, Zhu Yuhong, He Zhaojian, Chen Shi-Jie
Department of Physics, Department of Biochemistry, and Informatics Institute, University of Missouri , Columbia, Missouri 65211, United States.
Department of Physics, Jianghan University , Wuhan, Hubei 430056, China.
J Phys Chem B. 2016 Sep 1;120(34):8837-44. doi: 10.1021/acs.jpcb.6b05625. Epub 2016 Aug 12.
We develop a new statistical mechanical model to predict the molecular crowding effects in ion-RNA interactions. By considering discrete distributions of the crowders, the model can treat the main crowder-induced effects, such as the competition with ions for RNA binding, changes of electrostatic interaction due to crowder-induced changes in the dielectric environment, and changes in the nonpolar hydration state of the crowder-RNA system. To enhance the computational efficiency, we sample the crowder distribution using a hybrid approach: For crowders in the close vicinity of RNA surface, we sample their discrete distributions; for crowders in the bulk solvent away from the RNA surface, we use a continuous mean-field distribution for the crowders. Moreover, using the tightly bound ion (TBI) model, we account for ion fluctuation and correlation effects in the calculation for ion-RNA interactions. Applications of the model to a variety of simple RNA structures such as RNA helices show a crowder-induced increase in free energy and decrease in ion binding. Such crowding effects tend to contribute to the destabilization of RNA structure. Further analysis indicates that these effects are associated with the crowder-ion competition in RNA binding and the effective decrease in the dielectric constant. This simple ion effect model may serve as a useful framework for modeling more realistic crowders with larger, more complex RNA structures.
我们开发了一种新的统计力学模型,以预测离子与RNA相互作用中的分子拥挤效应。通过考虑拥挤剂的离散分布,该模型可以处理主要的拥挤剂诱导效应,例如与离子竞争RNA结合、由于拥挤剂引起的介电环境变化导致的静电相互作用变化,以及拥挤剂-RNA系统中非极性水合状态的变化。为了提高计算效率,我们使用混合方法对拥挤剂分布进行采样:对于RNA表面附近的拥挤剂,我们对其离散分布进行采样;对于远离RNA表面的本体溶剂中的拥挤剂,我们使用连续的平均场分布来描述拥挤剂。此外,使用紧密结合离子(TBI)模型,我们在离子与RNA相互作用的计算中考虑了离子波动和相关效应。该模型应用于各种简单的RNA结构,如RNA螺旋,结果表明拥挤剂会导致自由能增加和离子结合减少。这种拥挤效应往往会导致RNA结构的不稳定。进一步分析表明,这些效应与RNA结合中的拥挤剂-离子竞争以及介电常数的有效降低有关。这个简单的离子效应模型可以作为一个有用的框架,用于对具有更大、更复杂RNA结构的更现实拥挤剂进行建模。