Inferring gene dependency network specific to phenotypic alteration based on gene expression data and clinical information of breast cancer.

Abstract excerpt

Although many methods have been proposed to reconstruct gene regulatory network, most of them, when applied in the sample-based data, can not reveal the gene regulatory relations underlying the phenotypic change (e.g. normal versus cancer). In this paper, we adopt phenotype as a variable when constructing the gene regulatory network, while former researches either neglected it or only used it to select the...

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