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一种用于蛋白质结构的多体全残基势,并通过蒙特卡罗模拟退火进行测试。

A multibody, whole-residue potential for protein structures, with testing by Monte Carlo simulated annealing.

作者信息

Mayewski Stefan

机构信息

Max-Planck-Institut für Biochemie, 82152 Martinsried, Germany.

出版信息

Proteins. 2005 May 1;59(2):152-69. doi: 10.1002/prot.20397.

Abstract

A new multibody, whole-residue potential for protein tertiary structure is described. The potential is based on the local environment surrounding each main-chain alpha carbon (CA), defined as the set of all residues whose CA coordinates lie within a spherical volume of set radius in 3-dimensional (3D) space surrounding that position. It is shown that the relative positions of the CAs in these local environments belong to a set of preferred templates. The templates are derived by cluster analysis of the presently available database of over 3000 protein chains (750,000 residues) having not more than 30% sequence similarity. For each template is derived also a set of residue propensities for each topological position in the template. Using lookup tables of these derived templates, it is then possible to calculate an energy for any conformation of a given protein sequence. The application of the potential to ab initio protein tertiary structure prediction is evaluated by performing Monte Carlo simulated annealing on test protein sequences.

摘要

描述了一种用于蛋白质三级结构的新型多体全残基势。该势基于围绕每个主链α碳(CA)的局部环境,定义为其CA坐标位于该位置周围三维(3D)空间中设定半径的球形体积内的所有残基的集合。结果表明,这些局部环境中CA的相对位置属于一组优选模板。这些模板是通过对目前可用的超过3000条蛋白质链(750,000个残基)且序列相似性不超过30%的数据库进行聚类分析得出的。对于每个模板,还得出了模板中每个拓扑位置的一组残基倾向。使用这些导出模板的查找表,就可以计算给定蛋白质序列任何构象的能量。通过对测试蛋白质序列进行蒙特卡罗模拟退火来评估该势在从头蛋白质三级结构预测中的应用。

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