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Protein protein interactions, evolutionary rate, abundance and age

BACKGROUND: Does a relationship exist between a protein's evolutionary rate and its number of interactions? This relationship has been put forward many times, based on a biological premise that a highly interacting protein will be more restricted in its sequence changes. However, to date severa...

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Detalles Bibliográficos
Autores principales: Saeed, Ramazan, Deane, Charlotte M
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2006
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1431566/
https://www.ncbi.nlm.nih.gov/pubmed/16533385
http://dx.doi.org/10.1186/1471-2105-7-128
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author Saeed, Ramazan
Deane, Charlotte M
author_facet Saeed, Ramazan
Deane, Charlotte M
author_sort Saeed, Ramazan
collection PubMed
description BACKGROUND: Does a relationship exist between a protein's evolutionary rate and its number of interactions? This relationship has been put forward many times, based on a biological premise that a highly interacting protein will be more restricted in its sequence changes. However, to date several studies have voiced conflicting views on the presence or absence of such a relationship. RESULTS: Here we perform a large scale study over multiple data sets in order to demonstrate that the major reason for conflict between previous studies is the use of different but overlapping datasets. We show that lack of correlation, between evolutionary rate and number of interactions in a data set is related to the error rate. We also demonstrate that the correlation is not an artifact of the underlying distributions of evolutionary distance and interactions and is therefore likely to be biologically relevant. Further to this, we consider the claim that the dependence is due to gene expression levels and find some supporting evidence. A strong and positive correlation between the number of interactions and the age of a protein is also observed and we show this relationship is independent of expression levels. CONCLUSION: A correlation between number of interactions and evolutionary rate is observed but is dependent on the accuracy of the dataset being used. However it appears that the number of interactions a protein participates in depends more on the age of the protein than the rate at which it changes.
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spelling pubmed-14315662006-04-06 Protein protein interactions, evolutionary rate, abundance and age Saeed, Ramazan Deane, Charlotte M BMC Bioinformatics Research Article BACKGROUND: Does a relationship exist between a protein's evolutionary rate and its number of interactions? This relationship has been put forward many times, based on a biological premise that a highly interacting protein will be more restricted in its sequence changes. However, to date several studies have voiced conflicting views on the presence or absence of such a relationship. RESULTS: Here we perform a large scale study over multiple data sets in order to demonstrate that the major reason for conflict between previous studies is the use of different but overlapping datasets. We show that lack of correlation, between evolutionary rate and number of interactions in a data set is related to the error rate. We also demonstrate that the correlation is not an artifact of the underlying distributions of evolutionary distance and interactions and is therefore likely to be biologically relevant. Further to this, we consider the claim that the dependence is due to gene expression levels and find some supporting evidence. A strong and positive correlation between the number of interactions and the age of a protein is also observed and we show this relationship is independent of expression levels. CONCLUSION: A correlation between number of interactions and evolutionary rate is observed but is dependent on the accuracy of the dataset being used. However it appears that the number of interactions a protein participates in depends more on the age of the protein than the rate at which it changes. BioMed Central 2006-03-13 /pmc/articles/PMC1431566/ /pubmed/16533385 http://dx.doi.org/10.1186/1471-2105-7-128 Text en Copyright © 2006 Saeed and Deane; licensee BioMed Central Ltd.
spellingShingle Research Article
Saeed, Ramazan
Deane, Charlotte M
Protein protein interactions, evolutionary rate, abundance and age
title Protein protein interactions, evolutionary rate, abundance and age
title_full Protein protein interactions, evolutionary rate, abundance and age
title_fullStr Protein protein interactions, evolutionary rate, abundance and age
title_full_unstemmed Protein protein interactions, evolutionary rate, abundance and age
title_short Protein protein interactions, evolutionary rate, abundance and age
title_sort protein protein interactions, evolutionary rate, abundance and age
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1431566/
https://www.ncbi.nlm.nih.gov/pubmed/16533385
http://dx.doi.org/10.1186/1471-2105-7-128
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