Reconstructing gene networks: what are the limits?

Stark, J, Brewer, D ORCID: https://orcid.org/0000-0003-4753-9794, Barenco, M, Tomescu, D, Callard, R and Hubank, M (2003) Reconstructing gene networks: what are the limits? Biochemical Society Transactions, 31 (6). pp. 1519-1525. ISSN 0300-5127

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Abstract

To fully realize the benefits of high-throughput post-genomic technologies it is necessary to reconstruct and analyse the complicated network of interactions through which most genes operate. We briefly summarize the mathematical frameworks that can be used to model such networks, and the types of algorithms available for their reconstruction. We then focus on dynamic models, typically described using differential equations, and explain the two main reconstruction approaches in current use. We discuss the data requirements of these algorithms and ask how well they correspond to current microarray data.

Item Type:	Article
Uncontrolled Keywords:	genes,mathematics,models, theoretical,reproducibility of results
Faculty \ School:	Faculty of Science > School of Biological Sciences
UEA Research Groups:	Faculty of Medicine and Health Sciences > Research Groups > Cancer Studies Faculty of Medicine and Health Sciences > Research Centres > Metabolic Health
Depositing User:	Pure Connector
Date Deposited:	06 Jan 2014 14:16
Last Modified:	19 Oct 2023 01:15
URI:	https://ueaeprints.uea.ac.uk/id/eprint/47046
DOI:	10.1042/BST0311519

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