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Sorad: a systems biology approach to predict and modulate dynamic signaling pathway response from phosphoproteome time-course measurements
Author(s) -
Tarmo Äijö,
Kirsi J. Granberg,
Harri Lähdesmäki
Publication year - 2013
Publication title -
bioinformatics
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 3.599
H-Index - 390
eISSN - 1367-4811
pISSN - 1367-4803
DOI - 10.1093/bioinformatics/btt130
Subject(s) - systems biology , computational biology , signal transduction , computer science , pathway analysis , biology , microbiology and biotechnology , biochemistry , gene expression , gene
Signaling networks mediate responses to different stimuli using a multitude of feed-forward, feedback and cross-talk mechanisms, and malfunctions in these mechanisms have an important role in various diseases. To understand a disease and to help discover novel therapeutic approaches, we have to reveal the molecular mechanisms underlying signal transduction and use that information to design targeted perturbations.

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