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Correlation between sequence conservation and the genomic context after gene duplication

A key complication in comparative genomics for reliable gene function prediction is the existence of duplicated genes. To study the effect of gene duplication on function prediction, we analyze orthologs between pairs of genomes where in one genome the orthologous gene has duplicated after the speci...

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Autores principales: Notebaart, Richard A., Huynen, Martijn A., Teusink, Bas, Siezen, Roland J., Snel, Berend
Formato: Texto
Lenguaje:English
Publicado: Oxford University Press 2005
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1275583/
https://www.ncbi.nlm.nih.gov/pubmed/16257980
http://dx.doi.org/10.1093/nar/gki913
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author Notebaart, Richard A.
Huynen, Martijn A.
Teusink, Bas
Siezen, Roland J.
Snel, Berend
author_facet Notebaart, Richard A.
Huynen, Martijn A.
Teusink, Bas
Siezen, Roland J.
Snel, Berend
author_sort Notebaart, Richard A.
collection PubMed
description A key complication in comparative genomics for reliable gene function prediction is the existence of duplicated genes. To study the effect of gene duplication on function prediction, we analyze orthologs between pairs of genomes where in one genome the orthologous gene has duplicated after the speciation of the two genomes (i.e. inparalogs). For these duplicated genes we investigate whether the gene that is most similar on the sequence level is also the gene that has retained the ancestral gene-neighborhood. Although the majority of investigated cases show a consistent pattern between sequence similarity and gene-neighborhood conservation, a substantial fraction, 29–38%, is inconsistent. The observation of inconsistency is not the result of a chance outcome owing to a lack of divergence time between inparalogs, but rather it seems to be the result of a chance outcome caused by very similar rates of sequence evolution of both inparalogs relative to their ortholog. If one-to-one orthologous relationships are required, it is advisable to combine contextual information (i.e. gene-neighborhood in prokaryotes and co-expression in eukaryotes) with protein sequence information to predict the most probable functional equivalent ortholog in the presence of inparalogs.
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spelling pubmed-12755832005-11-01 Correlation between sequence conservation and the genomic context after gene duplication Notebaart, Richard A. Huynen, Martijn A. Teusink, Bas Siezen, Roland J. Snel, Berend Nucleic Acids Res Article A key complication in comparative genomics for reliable gene function prediction is the existence of duplicated genes. To study the effect of gene duplication on function prediction, we analyze orthologs between pairs of genomes where in one genome the orthologous gene has duplicated after the speciation of the two genomes (i.e. inparalogs). For these duplicated genes we investigate whether the gene that is most similar on the sequence level is also the gene that has retained the ancestral gene-neighborhood. Although the majority of investigated cases show a consistent pattern between sequence similarity and gene-neighborhood conservation, a substantial fraction, 29–38%, is inconsistent. The observation of inconsistency is not the result of a chance outcome owing to a lack of divergence time between inparalogs, but rather it seems to be the result of a chance outcome caused by very similar rates of sequence evolution of both inparalogs relative to their ortholog. If one-to-one orthologous relationships are required, it is advisable to combine contextual information (i.e. gene-neighborhood in prokaryotes and co-expression in eukaryotes) with protein sequence information to predict the most probable functional equivalent ortholog in the presence of inparalogs. Oxford University Press 2005 2005-10-27 /pmc/articles/PMC1275583/ /pubmed/16257980 http://dx.doi.org/10.1093/nar/gki913 Text en © The Author 2005. Published by Oxford University Press. All rights reserved
spellingShingle Article
Notebaart, Richard A.
Huynen, Martijn A.
Teusink, Bas
Siezen, Roland J.
Snel, Berend
Correlation between sequence conservation and the genomic context after gene duplication
title Correlation between sequence conservation and the genomic context after gene duplication
title_full Correlation between sequence conservation and the genomic context after gene duplication
title_fullStr Correlation between sequence conservation and the genomic context after gene duplication
title_full_unstemmed Correlation between sequence conservation and the genomic context after gene duplication
title_short Correlation between sequence conservation and the genomic context after gene duplication
title_sort correlation between sequence conservation and the genomic context after gene duplication
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1275583/
https://www.ncbi.nlm.nih.gov/pubmed/16257980
http://dx.doi.org/10.1093/nar/gki913
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