Liu Y, Beveridge D L
Chemistry Department, Wesleyan University, Middletown, CT 06459, USA.
J Biomol Struct Dyn. 2001 Feb;18(4):505-26. doi: 10.1080/07391102.2001.10506684.
The development and assessment of a prediction method for gel retardation and sequence dependent curvature of DNA based on dinulcleotide step parameters are described. The method is formulated using the Babcock-Olson equations for base pair step geometry (1) and employs Monte Carlo simulated annealing for parameter optimization against experimental data. The refined base pair step parameters define a stuctural construct which, when the width of observed parameter distributions is taken into account, is consistent with the results of DNA oligonucleotide crystal structures. The predictive power of the method is demonstrated and tested via comparisons with DNA bending data on sets of sequences not included in the training set, including A-tracts with and without periodic helix phasing, phased A4T4 and T4A4 motifs, a sequence with a phased GGGCCC motif, some "unconventional" helix phasing sequences, and three short fragments of kinetoplast DNA from Crithidia fasiculata that exhibit significantly different behavior on non-denaturing polyacrylamide gels. The nature of the structural construct produced by the methodology is discussed with respect to static and dynamic models of structure and representations of bending and bendability. An independent theoretical account of sequence dependent chemical footprinting results is provided. Detailed analysis of sequences with A-tract induced axis bending forms the basis for a critical discussion of the applicability of wedge models,junction models and non A-tract, general sequence models for understanding the origin of DNA curvature at the molecular level.
本文描述了一种基于二核苷酸步长参数预测DNA凝胶阻滞和序列依赖性曲率的方法的开发与评估。该方法使用Babcock - Olson碱基对步长几何方程(1)进行公式化,并采用蒙特卡罗模拟退火算法根据实验数据对参数进行优化。经过优化的碱基对步长参数定义了一种结构构建体,考虑到观测参数分布的宽度后,该构建体与DNA寡核苷酸晶体结构的结果一致。通过与训练集中未包含的序列组的DNA弯曲数据进行比较,证明并测试了该方法的预测能力,这些序列包括具有和不具有周期性螺旋相位的A - tracts、相位化的A4T4和T4A4基序、具有相位化GGGCCC基序的序列、一些“非常规”螺旋相位序列,以及来自fasiculata锥虫的动质体DNA的三个短片段,它们在非变性聚丙烯酰胺凝胶上表现出显著不同的行为。从结构的静态和动态模型以及弯曲和可弯曲性的表示方面讨论了该方法产生的结构构建体的性质。提供了序列依赖性化学足迹结果的独立理论解释。对具有A - tract诱导轴弯曲的序列进行详细分析,为批判性讨论楔形模型、连接模型和非A - tract通用序列模型在分子水平上理解DNA曲率起源的适用性奠定了基础。