Nature Reviews Genetics 11, 297-307 | doi:10.1038/nrg2750

Article series: Modelling

Towards genome-scale signalling-network reconstructions

Daniel R. Hyduke1 & Bernhard Ø. Palsson1  About the authors


Biological signalling networks allow living organisms to issue an integrated response to current conditions and make limited predictions about future environmental changes. Small-scale dynamic models of signalling cascades, including mitogen-activated protein kinase cascades, have been developed to generate hypotheses about signal transduction. Owing to technical limitations, these models and the hypotheses they generate have focused on a limited subset of signalling molecules. Now that we can simultaneously measure a substantial portion of the molecular components of a cell, we can begin to develop and test systems-level models of cellular signalling and regulatory processes, therefore gaining insights into the 'thought' processes of a cell.

Author affiliations

  1. Department of Bioengineering, University of California-San Diego, 9500 Gilman Drive, La Jolla, California 92093-0412, USA.

Correspondence to: Daniel R. Hyduke1 Email:

Published online 23 February 2010


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