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基于图谱谱方法鉴定多结构域蛋白中的结构域及结构域界面残基

Identification of domains and domain interface residues in multidomain proteins from graph spectral method.

作者信息

Sistla Ramesh K, K V Brinda, Vishveshwara Saraswathi

机构信息

Molecular Biophysics Unit, Indian Institute of Science, Bangalore, India.

出版信息

Proteins. 2005 May 15;59(3):616-26. doi: 10.1002/prot.20444.

Abstract

We present a novel method for the identification of structural domains and domain interface residues in proteins by graph spectral method. This method converts the three-dimensional structure of the protein into a graph by using atomic coordinates from the PDB file. Domain definitions are obtained by constructing either a protein backbone graph or a protein side-chain graph. The graph is constructed based on the interactions between amino acid residues in the three-dimensional structure of the proteins. The spectral parameters of such a graph contain information regarding the domains and subdomains in the protein structure. This is based on the fact that the interactions among amino acids are higher within a domain than across domains. This is evident in the spectra of the protein backbone and the side-chain graphs, thus differentiating the structural domains from one another. Further, residues that occur at the interface of two domains can also be easily identified from the spectra. This method is simple, elegant, and robust. Moreover, a single numeric computation yields both the domain definitions and the interface residues.

摘要

我们提出了一种通过图谱方法识别蛋白质中结构域和结构域界面残基的新方法。该方法利用蛋白质数据银行(PDB)文件中的原子坐标将蛋白质的三维结构转化为一个图。通过构建蛋白质主链图或蛋白质侧链图来获得结构域定义。该图是基于蛋白质三维结构中氨基酸残基之间的相互作用构建的。这种图的光谱参数包含有关蛋白质结构中结构域和亚结构域的信息。这是基于这样一个事实,即结构域内氨基酸之间的相互作用高于不同结构域之间的相互作用。这在蛋白质主链和侧链图的光谱中很明显,从而区分了不同的结构域。此外,位于两个结构域界面处的残基也可以很容易地从光谱中识别出来。该方法简单、巧妙且稳健。而且,一次数值计算就能同时得出结构域定义和界面残基。

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