Inferring topological features of proteins from amino acid residue networks

被引:28
作者
Alves, Nelson Augusto [1 ]
Martinez, Alexandre Souto [1 ]
机构
[1] Univ Sao Paulo, FFCLRP, BR-14040901 Ribeirao Preto, SP, Brazil
基金
巴西圣保罗研究基金会;
关键词
networks; assortative mixing; hydrophobicity; topological complexity; protein structure;
D O I
10.1016/j.physa.2006.09.014
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
Topological properties of native folds are obtained from statistical analysis of 160 low homology proteins covering the four structural classes. This is done analyzing one, two and three-vertex joint distribution of quantities related to the corresponding network of amino acid residues. Emphasis on the amino acid residue hydrophobicity leads to the definition of their center of mass as vertices in this contact network model with interactions represented by edges. The network analysis helps us to interpret experimental results such as hydrophobic scales and fraction of buried accessible surface area in terms of the network connectivity. Moreover, those networks show assortative mixing by degree. To explore the vertex-type dependent correlations, we build a network of hydrophobic and polar vertices. This procedure presents the wiring diagram of the topological structure of globular proteins leading to the following attachment probabilities between hydrophobic-hydrophobic 0.424(5), hydrophobic-polar 0.419(2) and polar-polar 0.157(3) residues. (c) 2006 Elsevier B.V. All rights reserved.
引用
收藏
页码:336 / 344
页数:9
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