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在旁观者眼中:随机游走集合内高分辨率形状的不均匀分布。

In the eye of the beholder: Inhomogeneous distribution of high-resolution shapes within the random-walk ensemble.

作者信息

Müller Christian L, Sbalzarini Ivo F, van Gunsteren Wilfred F, Zagrović Bojan, Hünenberger Philippe H

机构信息

Institute of Computational Science and Swiss Institute of Bioinformatics, ETH Zürich, Switzerland.

出版信息

J Chem Phys. 2009 Jun 7;130(21):214904. doi: 10.1063/1.3140090.

Abstract

The concept of high-resolution shapes (also referred to as folds or states, depending on the context) of a polymer chain plays a central role in polymer science, structural biology, bioinformatics, and biopolymer dynamics. However, although the idea of shape is intuitively very useful, there is no unambiguous mathematical definition for this concept. In the present work, the distributions of high-resolution shapes within the ideal random-walk ensembles with N=3,...,6 beads (or up to N=10 for some properties) are investigated using a systematic (grid-based) approach based on a simple working definition of shapes relying on the root-mean-square atomic positional deviation as a metric (i.e., to define the distance between pairs of structures) and a single cutoff criterion for the shape assignment. Although the random-walk ensemble appears to represent the paramount of homogeneity and randomness, this analysis reveals that the distribution of shapes within this ensemble, i.e., in the total absence of interatomic interactions characteristic of a specific polymer (beyond the generic connectivity constraint), is significantly inhomogeneous. In particular, a specific (densest) shape occurs with a local probability that is 1.28, 1.79, 2.94, and 10.05 times (N=3,...,6) higher than the corresponding average over all possible shapes (these results can tentatively be extrapolated to a factor as large as about 10(28) for N=100). The qualitative results of this analysis lead to a few rather counterintuitive suggestions, namely, that, e.g., (i) a fold classification analysis applied to the random-walk ensemble would lead to the identification of random-walk "folds;" (ii) a clustering analysis applied to the random-walk ensemble would also lead to the identification random-walk "states" and associated relative free energies; and (iii) a random-walk ensemble of polymer chains could lead to well-defined diffraction patterns in hypothetical fiber or crystal diffraction experiments. The inhomogeneous nature of the shape probability distribution identified here for random walks may represent a significant underlying baseline effect in the analysis of real polymer chain ensembles (i.e., in the presence of specific interatomic interactions). As a consequence, a part of what is called a polymer shape may actually reside just "in the eye of the beholder" rather than in the nature of the interactions between the constituting atoms, and the corresponding observation-related bias should be taken into account when drawing conclusions from shape analyses as applied to real structural ensembles.

摘要

聚合物链的高分辨率形状(根据上下文也称为折叠或状态)概念在聚合物科学、结构生物学、生物信息学和生物聚合物动力学中起着核心作用。然而,尽管形状的概念直观上非常有用,但对于这个概念却没有明确的数学定义。在本工作中,使用一种基于形状的简单实用定义的系统(基于网格)方法,研究了具有N = 3,...,6个珠子(对于某些性质,N最大为10)的理想随机游走系综内高分辨率形状的分布,该定义依赖于均方根原子位置偏差作为度量(即定义结构对之间的距离)以及用于形状分配的单个截止标准。尽管随机游走系综似乎代表了均匀性和随机性的极致,但该分析表明,在这个系综内形状的分布,即在完全没有特定聚合物的原子间相互作用(除了一般的连接性约束)的情况下,是显著不均匀的。特别是,一种特定的(最密集的)形状出现的局部概率比所有可能形状的相应平均值分别高1.28、1.79、2.94和10.05倍(N = 3,...,6)(对于N = 100,这些结果可以初步外推到高达约10(28)的因子)。该分析的定性结果导致了一些相当违反直觉的建议,即例如,(i)应用于随机游走系综的折叠分类分析将导致识别随机游走“折叠”;(ii)应用于随机游走系综的聚类分析也将导致识别随机游走“状态”和相关的相对自由能;以及(iii)聚合物链的随机游走系综在假设的纤维或晶体衍射实验中可能导致明确的衍射图案。这里确定的随机游走形状概率分布的不均匀性质可能代表了在实际聚合物链系综分析(即在存在特定原子间相互作用的情况下)中的一个重要潜在基线效应。因此,所谓的聚合物形状的一部分实际上可能仅仅“存在于观察者的眼中”,而不是存在于构成原子之间相互作用的本质中,并且在从应用于实际结构系综的形状分析得出结论时,应考虑相应的与观察相关的偏差。

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