Mapping drug physico-chemical features to pathway activity reveals molecular networks linked to toxicity outcome.

The identification of predictive biomarkers is at the core of modern toxicology. So far, a number of approaches have been proposed. These rely on statistical inference of toxicity response from either compound features (i.e., QSAR), in vitro cell based assays or molecular profiling of target tissues...

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Bibliographic Details
Main Authors: Philipp Antczak, Fernando Ortega, J Kevin Chipman, Francesco Falciani
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2010-08-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC2929951?pdf=render