Authors: Jonas Gamalielsson, Bjorn Olsson
Addresses: School of Humanities and Informatics, University of Skovde, Box 408, 541 28 Skovde, Sweden. ' School of Humanities and Informatics, University of Skovde, Box 408, 541 28 Skovde, Sweden
Abstract: We present a new method for semantic comparison of biological pathways, aiming to discover evolutionary conservation of pathways between species. Our method uses all three sub-ontologies of Gene Ontology (GO) and a measure of semantic similarity to calculate match scores between gene products. These scores are used for finding local pairwise pathway alignments. This approach has the advantage of being applicable to all types of pathways where nodes are gene products, e.g., regulatory pathways, signalling pathways and metabolic enzyme-to-enzyme pathways. We demonstrate the usefulness of the method using regulatory and metabolic pathways from E. coli and S. cerevisiae as examples.
Keywords: gene ontology; pathway alignment; semantic similarity; bioinformatics; biological bathways; E. coli; S. cerevisiae; regulatory pathways; metabolic pathways.
International Journal of Bioinformatics Research and Applications, 2008 Vol.4 No.3, pp.274 - 294
Published online: 17 Jul 2008 *Full-text access for editors Access for subscribers Purchase this article Comment on this article