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从大规模相互作用网络中识别伴侣蛋白途径关系的生物信息学方法。

Bioinformatic approach to identify chaperone pathway relationship from large-scale interaction networks.

作者信息

Gong Yunchen, Zhang Zhaolei, Houry Walid A

机构信息

Centre for the Analysis of Genome Evolution and Function, University of Toronto, Toronto, ON, Canada.

出版信息

Methods Mol Biol. 2011;787:189-203. doi: 10.1007/978-1-61779-295-3_15.

Abstract

We describe a computational protocol to identify functional modules and pathway relationship of chaperones based on physical interaction data derived from high-throughput proteomic experiments. The protocol first identifies interacting proteins shared by the different chaperone systems to organize the chaperones into functional modules. The chaperone functional modules represent groups of chaperones that are involved in mediating the folding of the shared interacting proteins. Either the chaperones in a module can function along a single folding pathway of a given substrate protein or the substrate protein might have two or more different folding pathways that the chaperones act on independently. As described in our computational protocol, probabilities of these pathway relationships between two chaperones in a two-component chaperone module can be determined using whole-genome expression and cellular pathways as reference. This protocol is potentially useful for identifying functional modules and pathway relationships in other biological systems that involve multiple proteins with many identified interactions.

摘要

我们描述了一种计算方法,用于基于高通量蛋白质组学实验获得的物理相互作用数据,来识别伴侣蛋白的功能模块和通路关系。该方法首先识别不同伴侣蛋白系统共有的相互作用蛋白,从而将伴侣蛋白组织成功能模块。伴侣蛋白功能模块代表了一组伴侣蛋白,它们参与介导共享的相互作用蛋白的折叠。一个模块中的伴侣蛋白既可以沿着给定底物蛋白的单一折叠途径发挥作用,也可能底物蛋白有两条或更多不同的折叠途径,而伴侣蛋白可独立作用于这些途径。如我们的计算方法所述,利用全基因组表达和细胞通路作为参考,可以确定二元伴侣蛋白模块中两个伴侣蛋白之间这些通路关系的概率。该方法对于识别其他生物系统中的功能模块和通路关系可能是有用的,这些生物系统涉及多种具有许多已确定相互作用的蛋白质。

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