Analysis of the Topological Characteristics of a Protein-Protein Interaction Network

Yuanyuan Sun, Yujie Zhao, C. Tse, F. Lau
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引用次数: 1

Abstract

The Protein-Protein Interaction networks are the typical complex biological networks, and the analysis of their topological characteristics is one of the most important and widely discussed research topics today. This paper analyzes the topological characteristics of a PPI network based on the theory of complex networks, focusing on degree distribution, average path length, network diameter, clustering coefficient, degree correlations as well as fractality. The experimental results show that this PPI network has the typical scale-free and small-world distributions, low clustering coefficient, negative correlation, but it has no fractal feature.
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蛋白质-蛋白质相互作用网络的拓扑特征分析
蛋白质-蛋白质相互作用网络是典型的复杂生物网络,其拓扑特征分析是当今最重要和广泛讨论的研究课题之一。本文以复杂网络理论为基础,从度分布、平均路径长度、网络直径、聚类系数、度关联和分形等方面分析了PPI网络的拓扑特征。实验结果表明,该PPI网络具有典型的无标度小世界分布、低聚类系数、负相关,但不具有分形特征。
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