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探索蛋白质数据库之外的蛋白质结构宇宙。

Exploring the universe of protein structures beyond the Protein Data Bank.

机构信息

International School for Advanced Studies SISSA, and CNR-INFM DEMOCRITOS, Trieste, Italy.

出版信息

PLoS Comput Biol. 2010 Nov 4;6(11):e1000957. doi: 10.1371/journal.pcbi.1000957.

Abstract

It is currently believed that the atlas of existing protein structures is faithfully represented in the Protein Data Bank. However, whether this atlas covers the full universe of all possible protein structures is still a highly debated issue. By using a sophisticated numerical approach, we performed an exhaustive exploration of the conformational space of a 60 amino acid polypeptide chain described with an accurate all-atom interaction potential. We generated a database of around 30,000 compact folds with at least of secondary structure corresponding to local minima of the potential energy. This ensemble plausibly represents the universe of protein folds of similar length; indeed, all the known folds are represented in the set with good accuracy. However, we discover that the known folds form a rather small subset, which cannot be reproduced by choosing random structures in the database. Rather, natural and possible folds differ by the contact order, on average significantly smaller in the former. This suggests the presence of an evolutionary bias, possibly related to kinetic accessibility, towards structures with shorter loops between contacting residues. Beside their conceptual relevance, the new structures open a range of practical applications such as the development of accurate structure prediction strategies, the optimization of force fields, and the identification and design of novel folds.

摘要

目前人们认为,现有的蛋白质结构图谱忠实地反映在蛋白质数据库中。然而,这个图谱是否涵盖了所有可能的蛋白质结构的全部范围,仍然是一个高度争议的问题。我们使用一种复杂的数值方法,对一个由精确的全原子相互作用势能描述的 60 个氨基酸多肽链的构象空间进行了详尽的探索。我们生成了一个大约 30000 个紧凑折叠的数据库,这些折叠至少具有与势能局部最小值对应的二级结构。这个集合可能代表了类似长度的蛋白质折叠的宇宙;事实上,所有已知的折叠都以很好的精度包含在集合中。然而,我们发现已知的折叠形成了一个相当小的子集,而不能通过在数据库中选择随机结构来复制。相反,自然和可能的折叠之间的接触顺序不同,前者的平均接触顺序要小得多。这表明存在一种进化偏差,可能与动力学可及性有关,偏向于具有较短环的结构。除了它们的概念相关性之外,这些新结构还开辟了一系列实际应用,如开发准确的结构预测策略、优化力场以及识别和设计新的折叠。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/19fc/2973819/6c8307f11613/pcbi.1000957.g001.jpg

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