Identification of functional modules that correlate with phenotypic difference: the influence of network topology.
Identification of functional modules that correlate with phenotypic difference: the influence of network topology.
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DOI:
10.1186/gb-2010-11-2-r23
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发表时间:
2010
期刊:
影响因子:
12.3
通讯作者:
DeLisi C
中科院分区:
文献类型:
--
作者:
Hung JH;Whitfield TW;Yang TH;Hu Z;Weng Z;DeLisi C
A gene set enrichment analysis method for including network topology in the identification of genes involved in phenotypic alterations is described. Classifications: Genome studies, Methods One of the important challenges to post-genomic biology is relating observed phenotypic alterations to the underlying collective alterations in genes. Current inferential methods, however, invariably omit large bodies of information on the relationships between genes. We present a method that takes account of such information - expressed in terms of the topology of a correlation network - and we apply the method in the context of current procedures for gene set enrichment analysis.
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