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基于网络的方法扩展Wnt信号通路并识别特定背景下的子网络。

Network-based approaches for extending the Wnt signalling pathway and identifying context-specific sub-networks.

作者信息

Saha Sudipto, Roman Theodore, Galante Alex, Koyutürk Mehmet, Ewing Robert M

机构信息

Center for Proteomics and Bioinformatics, Case Western Reserve University, Cleveland, OH 44106, USA.

出版信息

Int J Comput Biol Drug Des. 2012;5(3-4):185-205. doi: 10.1504/IJCBDD.2012.049203. Epub 2012 Sep 24.

Abstract

Wnt signalling is a critically important signalling pathway regulating embryogenesis and differentiation, and is broadly conserved amongst multicellular animals. In addition, dysregulation of Wnt signalling contributes to the pathogenesis of many human cancers, in particular colorectal cancer. Core members of the Wnt signalling pathway are quite well defined, although it has become apparent that a much broader network of interacting proteins regulates Wnt signalling activity. The goal of this paper is first to identify novel members of the Wnt regulatory network; and second, to identify sub-networks of the larger Wnt signalling network that are active in different biological contexts. We address these two questions using complementary computational approaches and show how these approaches may identify potentially novel Wnt signalling proteins as well as defining Wnt sub-networks active in different stages of colorectal cancer.

摘要

Wnt信号通路是一条极其重要的信号通路,它调控胚胎发育和分化,并且在多细胞动物中广泛保守。此外,Wnt信号通路的失调会导致许多人类癌症的发病机制,尤其是结直肠癌。Wnt信号通路的核心成员已经相当明确,尽管很明显,一个更广泛的相互作用蛋白网络调节着Wnt信号活性。本文的目标首先是识别Wnt调节网络的新成员;其次,识别在不同生物学背景下活跃的更大的Wnt信号网络的子网络。我们使用互补的计算方法来解决这两个问题,并展示这些方法如何识别潜在的新型Wnt信号蛋白,以及定义在结直肠癌不同阶段活跃的Wnt子网络。

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