Laederach Alain, Shcherbakova Inna, Liang Mike P, Brenowitz Michael, Altman Russ B
Department of Genetics, Stanford University, 300 Pasteur Dr. Stanford, CA 94305, USA.
J Mol Biol. 2006 May 12;358(4):1179-90. doi: 10.1016/j.jmb.2006.02.075. Epub 2006 Mar 30.
At the heart of the RNA folding problem is the number, structures, and relationships among the intermediates that populate the folding pathways of most large RNA molecules. Unique insight into the structural dynamics of these intermediates can be gleaned from the time-dependent changes in local probes of macromolecular conformation (e.g. reports on individual nucleotide solvent accessibility offered by hydroxyl radical (()OH) footprinting). Local measures distributed around a macromolecule individually illuminate the ensemble of separate changes that constitute a folding reaction. Folding pathway reconstruction from a multitude of these individual measures is daunting due to the combinatorial explosion of possible kinetic models as the number of independent local measures increases. Fortunately, clustering of time progress curves sufficiently reduces the dimensionality of the data so as to make reconstruction computationally tractable. The most likely folding topology and intermediates can then be identified by exhaustively enumerating all possible kinetic models on a super-computer grid. The folding pathways and measures of the relative flux through them were determined for Mg(2+) and Na(+)-mediated folding of the Tetrahymena thermophila group I intron using this combined experimental and computational approach. The flux during Mg(2+)-mediated folding is divided among numerous parallel pathways. In contrast, the flux during the Na(+)-mediated reaction is predominantly restricted through three pathways, one of which is without detectable passage through intermediates. Under both conditions, the folding reaction is highly parallel with no single pathway accounting for more than 50% of the molecular flux. This suggests that RNA folding is non-sequential under a variety of different experimental conditions even at the earliest stages of folding. This study provides a template for the systematic analysis of the time-evolution of RNA structure from ensembles of local measures that will illuminate the chemical and physical characteristics of each step in the process. The applicability of this analysis approach to other macromolecules is discussed.
大多数大型RNA分子折叠途径中的中间体的数量、结构及相互关系,是RNA折叠问题的核心所在。通过大分子构象局部探针随时间的变化(例如,羟自由基(·OH)足迹法提供的关于单个核苷酸溶剂可及性的报告),可以深入了解这些中间体的结构动力学。分布在大分子周围的局部测量各自揭示了构成折叠反应的一系列独立变化。随着独立局部测量数量的增加,由于可能的动力学模型数量呈组合式爆炸增长,从众多这些单独测量中重建折叠途径极具挑战性。幸运的是,时间进程曲线的聚类充分降低了数据的维度,从而使重建在计算上变得可行。然后,通过在超级计算机网格上详尽枚举所有可能的动力学模型,可确定最可能的折叠拓扑结构和中间体。利用这种结合实验与计算的方法,确定了嗜热四膜虫I组内含子在Mg(2+)和Na(+)介导下折叠的折叠途径及其相对通量的测量值。Mg(2+)介导的折叠过程中的通量分布在众多平行途径中。相比之下,Na(+)介导反应过程中的通量主要通过三条途径,其中一条途径未检测到有中间体通过。在两种条件下,折叠反应都高度平行,没有单一途径的分子通量超过50%。这表明,即使在折叠的最早阶段,在各种不同的实验条件下,RNA折叠也是非顺序性的。本研究为从局部测量集合系统分析RNA结构的时间演化提供了一个模板,这将阐明该过程中每个步骤的化学和物理特征。还讨论了这种分析方法对其他大分子的适用性。