结合光谱聚类和大切算法从酵母物理和遗传相互作用数据中寻找补偿功能模块

Blessing Kolawole, L. Cowen
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引用次数: 0

摘要

已经提出了各种算法和统计方法来揭示高通量酿酒酵母遗传相互作用网络中可能作为补偿途径(称为通路模块之间,或bpm)的基因集组成的功能连贯的网络基序。我们扩展了之前的Local-Cut/Genecentric方法,也利用了物理交互网络的谱聚类,并发现了一些有趣的新的容错模块。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Combining spectral clustering and large cut algorithms to find compensatory functional modules from yeast physical and genetic interaction data with GLASS
Various algorithmic and statistical approaches have been proposed to uncover functionally coherent network motifs consisting of sets of genes that may occur as compensatory pathways (called Between Pathway Modules, or BPMs) in a high-throughput S. Cerevisiae genetic interaction network. We extend our previous Local-Cut/Genecentric method to also make use of a spectral clustering of the physical interaction network, and uncover some interesting new fault-tolerant modules.
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