Article
A statistical framework for revealing signaling pathways perturbed by DNA variants.
Nucleic acids research - 23 Jun 2015
Wilentzik Roni, Gat-Viks Irit
Abstract excerpt
Much of the inter-individual variation in gene expression is triggered via perturbations of signaling networks by DNA variants. We present a novel probabilistic approach for identifying the particular pathways by which DNA variants perturb the signaling network. Our procedure, called PINE, relies on a systematic integration of established biological knowledge of signaling networks with data on transcriptional...
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