细粒度侧链一致性库的优点。

Reshma P Shetty, Paul I W De Bakker, Mark A DePristo, Tom L Blundell
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引用次数: 35

摘要

我们比较了两种常见的旋转体库(Dunbrack-Cohen和“倒数第二”旋转体库)与从蛋白质数据库中提取的新型离散侧链构象库的建模精度。这些侧链构象库使用严格的过滤器从高质量的蛋白质结构中自动提取,并保持晶体键的长度和角度。这与传统的旋转体库在理想共价几何假设下定义的chi角形成对比。我们证明了侧链建模到本地和近本地主链构象时,仅考虑排除体积相互作用时,使用构象库比使用旋转体库要成功得多。如果主链固定在原生构象中,则转子库不足以在超过20%的目标上没有原子冲突的情况下对侧链进行建模。描述了一种离散从头开始采样时主链和侧链原子同时建模的算法。所得到的模型与实验确定的蛋白质环的均方根偏差相同,这表明全原子建模不会降低构象采样的准确性。
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Advantages of fine-grained side chain conformer libraries.

We compare the modelling accuracy of two common rotamer libraries, the Dunbrack-Cohen and the 'Penultimate' rotamer libraries, with that of a novel library of discrete side chain conformations extracted from the Protein Data Bank. These side chain conformer libraries are extracted automatically from high-quality protein structures using stringent filters and maintain crystallographic bond lengths and angles. This contrasts with traditional rotamer libraries defined in terms of chi angles under the assumption of idealized covalent geometry. We demonstrate that side chain modelling onto native and near-native main chain conformations is significantly more successful with the conformer libraries than with the rotamer libraries when solely considering excluded-volume interactions. The rotamer libraries are inadequate to model side chains without atomic clashes on over 20% of targets if the backbone is held fixed in the native conformation. An algorithm is described for simultaneously modelling both main chain and side chain atoms during discrete ab initio sampling. The resulting models have equivalent root mean square deviations from the experimentally determined protein loops as models from backbone-only ensembles, indicating that all-atom modelling does not detract from the accuracy of conformational sampling.

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