Network Properties of Protein Structures at Three Different Length Scales

Haiyan Li, Jihua Wang
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引用次数: 2

Abstract

From the perspective of topology, the native structure of a protein molecule can be represented as a complex network. In the network, amino acids are vertices and the interactions between them act as edges. The networks of 80 proteins that belong to four structural classes are constructed at three length scales: Protein Contact Networks, Long-range Interaction networks and Short-range Interaction networks, using complex networks analysis. The results show that Protein Contact Networks and Short-range Interaction networks regardless of their structural classes exhibit the ‘small-world’ property and Long-range Interaction networks indicate ‘scale-free’ behavior except all β protein networks. Our results further indicate that all Protein Contact Networks and Short-range Interaction networks are assortative type. While the Long-range Interaction networks of all β, α+β, α/βproteins are also of assortative type, some of them of all α proteins are of disassortative type. This indicates that the differences in structural class may assign specificity to the protein networks of long-range interaction.
三种不同长度尺度下蛋白质结构的网络特性
从拓扑学的角度来看,蛋白质分子的天然结构可以表示为一个复杂的网络。在网络中,氨基酸是顶点,它们之间的相互作用是边。采用复杂网络分析方法,在蛋白质接触网络、远程相互作用网络和短程相互作用网络三个长度尺度上构建了属于4个结构类的80个蛋白质网络。结果表明,蛋白质接触网络和短程相互作用网络无论其结构类别如何都表现出“小世界”性质,而远程相互作用网络除所有β蛋白网络外均表现出“无标度”行为。我们的研究结果进一步表明,所有的蛋白质接触网络和短程相互作用网络都是分类型的。所有β蛋白、α+β蛋白、α/β蛋白的远程互作网络均为同型互作网络,但部分α蛋白的远程互作网络为非同型互作网络。这表明,结构类别的差异可能为远距离相互作用的蛋白质网络分配特异性。
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