The origins of the evolutionary signal used to predict protein-protein interactions

Swapna, L. S., Srinivasan, N., Robertson, D. L. and Lovell, S. C. (2012) The origins of the evolutionary signal used to predict protein-protein interactions. BMC Evolutionary Biology, 12, 238. (doi:10.1186/1471-2148-12-238) (PMID:23217198) (PMCID:PMC3537733)

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Abstract

BACKGROUND: The correlation of genetic distances between pairs of protein sequence alignments has been used to infer protein-protein interactions. It has been suggested that these correlations are based on the signal of co-evolution between interacting proteins. However, although mutations in different proteins associated with maintaining an interaction clearly occur (particularly in binding interfaces and neighbourhoods), many other factors contribute to correlated rates of sequence evolution. Proteins in the same genome are usually linked by shared evolutionary history and so it would be expected that there would be topological similarities in their phylogenetic trees, whether they are interacting or not. For this reason the underlying species tree is often corrected for. Moreover processes such as expression level, are known to effect evolutionary rates. However, it has been argued that the correlated rates of evolution used to predict protein interaction explicitly includes shared evolutionary history; here we test this hypothesis. RESULTS: In order to identify the evolutionary mechanisms giving rise to the correlations between interaction proteins, we use phylogenetic methods to distinguish similarities in tree topologies from similarities in genetic distances. We use a range of datasets of interacting and non-interacting proteins from Saccharomyces cerevisiae. We find that the signal of correlated evolution between interacting proteins is predominantly a result of shared evolutionary rates, rather than similarities in tree topology, independent of evolutionary divergence. CONCLUSIONS: Since interacting proteins do not have tree topologies that are more similar than the control group of non-interacting proteins, it is likely that coevolution does not contribute much to, if any, of the observed correlations.

Item Type:Articles
Additional Information:This project is supported by UK-India Education and Research Initiative (UKIERI) grant number SA07-15 and by a grant from the Department of Biotechnology to NS.
Status:Published
Refereed:Yes
Glasgow Author(s) Enlighten ID:Robertson, Professor David
Authors: Swapna, L. S., Srinivasan, N., Robertson, D. L., and Lovell, S. C.
College/School:College of Medical Veterinary and Life Sciences > Institute of Infection Immunity and Inflammation
Journal Name:BMC Evolutionary Biology
Publisher:BioMed Central
ISSN:1471-2148
ISSN (Online):1471-2148
Copyright Holders:Copyright © 2012 Swapna et al.
First Published:First published in BMC Evolutionary Biology
Publisher Policy:Reproduced under a Creative Commons License

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