Institute for Theoretical Chemistry, University of Vienna, 1090 Wien, Austria.
RNA. 2010 Jul;16(7):1308-16. doi: 10.1261/rna.2093310. Epub 2010 May 26.
Dynamical changes of RNA secondary structures play an important role in the function of many regulatory RNAs. Such kinetic effects, especially in time-variable and externally triggered systems, are usually investigated by means of extensive and expensive simulations of large sets of individual folding trajectories. Here we describe the theoretical foundations of a generic approach that not only allows the direct computation of approximate population densities but also reduces the efforts required to analyze the folding energy landscapes to a one-time preprocessing step. The basic idea is to consider the kinetics on individual landscapes and to model external triggers and environmental changes as small but discrete changes in the landscapes. A "barmap" links macrostates of temporally adjacent landscapes and defines the transfer of population densities from one "snapshot" to the next. Implemented in the BarMap software, this approach makes it feasible to study folding processes at the level of basins, saddle points, and barriers for many nonstationary scenarios, including temperature changes, cotranscriptional folding, refolding in consequence to degradation, and mechanically constrained kinetics, as in the case of the translocation of a polymer through a pore.
RNA 二级结构的动态变化在许多调节 RNA 的功能中起着重要作用。这种动力学效应,特别是在时变和外部触发的系统中,通常通过对大量单个折叠轨迹进行广泛而昂贵的模拟来研究。在这里,我们描述了一种通用方法的理论基础,该方法不仅允许直接计算近似的种群密度,而且还可以将分析折叠能量景观所需的工作量减少到一次性预处理步骤。基本思想是考虑单个景观上的动力学,并将外部触发和环境变化建模为景观上的小但离散的变化。“barmap”将时间相邻景观的宏观状态联系起来,并定义了种群密度从一个“快照”到下一个“快照”的转移。该方法在 BarMap 软件中实现,使得在许多非稳态情况下,包括温度变化、共转录折叠、降解引起的重折叠以及聚合物通过孔的机械约束动力学(如易位),在盆地、鞍点和障碍的水平上研究折叠过程成为可能。