Identifying drug effects via pathway alterations using an integer linear programming optimization formulation on phosphoproteomic data.

Understanding the mechanisms of cell function and drug action is a major endeavor in the pharmaceutical industry. Drug effects are governed by the intrinsic properties of the drug (i.e., selectivity and potency) and the specific signaling transduction network of the host (i.e., normal vs. diseased c...

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Bibliographic Details
Main Authors: Alexander Mitsos, Ioannis N Melas, Paraskeuas Siminelakis, Aikaterini D Chairakaki, Julio Saez-Rodriguez, Leonidas G Alexopoulos
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2009-12-01
Series:PLoS Computational Biology
Online Access:http://europepmc.org/articles/PMC2776985?pdf=render