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Identifying Correlations between Chromosomal Proximity of Genes and Distance of Their Products in Protein-Protein Interaction Networks of Yeast

机译:确定基因的染色体接近和产品的距离之间的相关性在酵母蛋白质相互作用网络

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摘要

In this article we present evidence for a relationship between chromosome gene loci and the topological properties of the protein-protein interaction network corresponding to the set of genes under consideration. Specifically, for each chromosome of the Saccharomyces cerevisiae genome, the distribution of the intra-chromosome inter-gene distances was analyzed and a positive correlation with the distance among the corresponding proteins of the protein-protein interaction network was found. In order to study this relationship we used concepts based on non-parametric statistics and information theory.We provide statistical evidence that if two genes are closely located, then it is likely that their protein products are closely located in the protein-protein interaction network, or in other words, that they are involved in the same biological process.
机译:在本文中,我们提供了染色体基因位点与对应于正在考虑的基因组的蛋白质-蛋白质相互作用网络的拓扑特性之间的关系的证据。具体而言,对于酿酒酵母基因组的每个染色体,分析了染色体内基因间距离的分布,并且发现与蛋白质-蛋白质相互作用网络的相应蛋白质之间的距离呈正相关。为了研究这种关系,我们使用了基于非参数统计和信息论的概念。我们提供了统计证据,如果两个基因紧密相邻,那么它们的蛋白质产物很可能位于蛋白质-蛋白质相互作用网络中,换句话说,它们参与了相同的生物过程。

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