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一种用于生成短单链DNA序列结构的蒙特卡罗方法。

A Monte Carlo method for generating structures of short single-stranded DNA sequences.

作者信息

Erie D A, Breslauer K J, Olson W K

机构信息

Department of Chemistry, Rutgers, State University of New Jersey, New Brunswick 08903.

出版信息

Biopolymers. 1993 Jan;33(1):75-105. doi: 10.1002/bip.360330109.

Abstract

A Monte Carlo method has been developed for generating the conformations of short single-stranded DNAs from arbitrary starting states. The chain conformers are constructed from energetically favorable arrangements of the constituent mononucleotides. Minimum energy states of individual dinucleotide monophosphate molecules are identified using a torsion angle minimizer. The glycosyl and acyclic backbone torsions of the dimers are allowed to vary, while the sugar rings are held fixed in one of the two preferred puckered forms. A total of 108 conformationally distinct states per dimer are considered in this first stage of minimization. The torsion angles within 5 kcal/mole of the global minimum in the resulting optimized states are then allowed to vary by +/- 10 degrees in an effort to estimate the breadth of the different local minima. The energies of a total of 2187 (3(7)) angle combinations are examined per local conformational minimum. Finally, the energies of all dinucleotide conformers are scaled so that the populations of differently puckered sugar rings in the theoretical sample match those found in nmr solution studies. This last step is necessitated by limitations in the theoretical methods to predict DNA sugar puckering accurately. The conformer populations of the individual acyclic torsion angles in the composite dimer ensembles are found to be in good agreement with the distributions of backbone conformations deduced from nmr coupling constants and the frequencies of glycosyl conformations in x-ray crystal structures, suggesting that the low energy states are reasonable. The low energy dimer forms (consisting of 150-325 conformational states per dimer step) are next used as variables in a Monte Carlo algorithm, which generates the conformations of single-stranded d(CXnG) chains, where X = A, T and n = 3, 4, 5. The oligonucleotides are built sequentially from the 5' end of the chain using random numbers to select the conformations of overlapping dimer units. The simulations are very fast, involving a total of 10(6) conformations per chain sequence. The potential errors in the buildup procedure are minimized by taking advantage of known rotational interdependences in the sugar-phosphate backbone. The distributions of oligonucleotide conformations are examined in terms of the magnitudes, positions, and orientations of the end-to-end vectors of the chains. The differences in overall flexibility and extension of the oligomers are discussed in terms of the conformations of the constituent dinucleotide steps, while the general methodology is discussed and compared with other nucleic acid model building techniques.

摘要

已开发出一种蒙特卡罗方法,用于从任意起始状态生成短单链DNA的构象。链构象体由组成单核苷酸的能量有利排列构建而成。使用扭转角最小化器确定单个二磷酸二核苷酸分子的最低能量状态。二聚体的糖基和无环主链扭转允许变化,而糖环则固定在两种优选褶皱形式之一中。在最小化的第一阶段,每个二聚体总共考虑108个构象不同的状态。然后,在所得优化状态中,允许全局最小值5千卡/摩尔范围内扭转角在±10度内变化,以估计不同局部最小值的范围。每个局部构象最小值检查总共2187(3^7)个角度组合的能量。最后,对所有二核苷酸构象体的能量进行缩放,以使理论样品中不同褶皱糖环的数量与核磁共振溶液研究中发现的数量相匹配。由于理论方法在准确预测DNA糖环褶皱方面存在局限性,因此需要进行最后一步。发现复合二聚体集合中各个无环扭转角的构象体数量与从核磁共振耦合常数推导的主链构象分布以及X射线晶体结构中糖基构象频率非常一致,这表明低能量状态是合理的。接下来,将低能量二聚体形式(每个二聚体步骤由150 - 325个构象状态组成)用作蒙特卡罗算法中的变量,该算法生成单链d(CXnG)链的构象,其中X = A、T且n = 3、4、5。寡核苷酸从链的5'端依次构建,使用随机数选择重叠二聚体单元的构象。模拟速度非常快,每个链序列总共涉及10^6个构象。通过利用糖 - 磷酸主链中已知的旋转相互依赖性,将构建过程中的潜在误差降至最低。根据链的端到端向量的大小、位置和方向来检查寡核苷酸构象的分布。根据组成二核苷酸步骤的构象讨论寡聚物在整体柔韧性和伸展性方面的差异,同时讨论一般方法并与其他核酸模型构建技术进行比较。

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