Shetty Reshma P, De Bakker Paul I W, DePristo Mark A, Blundell Tom L
Department of Biochemistry, University of Cambridge, 80 Tennis Court Road, Cambridge CB2 1GA, UK.
Protein Eng. 2003 Dec;16(12):963-9. doi: 10.1093/protein/gzg143.
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.
我们将两种常见的旋转异构体库(邓布拉克 - 科恩库和“倒数第二个”旋转异构体库)的建模准确性与从蛋白质数据库中提取的新型离散侧链构象库的建模准确性进行了比较。这些侧链构象异构体库是使用严格的筛选条件从高质量蛋白质结构中自动提取的,并保持晶体学键长和键角。这与在理想化共价几何假设下根据χ角定义的传统旋转异构体库形成对比。我们证明,当仅考虑排除体积相互作用时,对于天然和近天然主链构象进行侧链建模,使用构象异构体库比使用旋转异构体库要成功得多。如果将主链固定在天然构象中,旋转异构体库在超过20%的目标上无法在不发生原子冲突的情况下对侧链进行建模。本文描述了一种在离散从头采样过程中同时对主链和侧链原子进行建模的算法。所得模型与仅基于主链的集合模型相比,与实验确定的蛋白质环的均方根偏差相当,这表明全原子建模不会降低构象采样的准确性。