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Comparative gene expression between two yeast species

BACKGROUND: Comparative genomics brings insight into sequence evolution, but even more may be learned by coupling sequence analyses with experimental tests of gene function and regulation. However, the reliability of such comparisons is often limited by biased sampling of expression conditions and i...

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Autores principales: Guan, Yuanfang, Dunham, Maitreya J, Troyanskaya, Olga G, Caudy, Amy A
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3556494/
https://www.ncbi.nlm.nih.gov/pubmed/23324262
http://dx.doi.org/10.1186/1471-2164-14-33
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author Guan, Yuanfang
Dunham, Maitreya J
Troyanskaya, Olga G
Caudy, Amy A
author_facet Guan, Yuanfang
Dunham, Maitreya J
Troyanskaya, Olga G
Caudy, Amy A
author_sort Guan, Yuanfang
collection PubMed
description BACKGROUND: Comparative genomics brings insight into sequence evolution, but even more may be learned by coupling sequence analyses with experimental tests of gene function and regulation. However, the reliability of such comparisons is often limited by biased sampling of expression conditions and incomplete knowledge of gene functions across species. To address these challenges, we previously systematically generated expression profiles in Saccharomyces bayanus to maximize functional coverage as compared to an existing Saccharomyces cerevisiae data repository. RESULTS: In this paper, we take advantage of these two data repositories to compare patterns of ortholog expression in a wide variety of conditions. First, we developed a scalable metric for expression divergence that enabled us to detect a significant correlation between sequence and expression conservation on the global level, which previous smaller-scale expression studies failed to detect. Despite this global conservation trend, between-species gene expression neighborhoods were less well-conserved than within-species comparisons across different environmental perturbations, and approximately 4% of orthologs exhibited a significant change in co-expression partners. Furthermore, our analysis of matched perturbations collected in both species (such as diauxic shift and cell cycle synchrony) demonstrated that approximately a quarter of orthologs exhibit condition-specific expression pattern differences. CONCLUSIONS: Taken together, these analyses provide a global view of gene expression patterns between two species, both in terms of the conditions and timing of a gene's expression as well as co-expression partners. Our results provide testable hypotheses that will direct future experiments to determine how these changes may be specified in the genome.
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spelling pubmed-35564942013-01-29 Comparative gene expression between two yeast species Guan, Yuanfang Dunham, Maitreya J Troyanskaya, Olga G Caudy, Amy A BMC Genomics Research Article BACKGROUND: Comparative genomics brings insight into sequence evolution, but even more may be learned by coupling sequence analyses with experimental tests of gene function and regulation. However, the reliability of such comparisons is often limited by biased sampling of expression conditions and incomplete knowledge of gene functions across species. To address these challenges, we previously systematically generated expression profiles in Saccharomyces bayanus to maximize functional coverage as compared to an existing Saccharomyces cerevisiae data repository. RESULTS: In this paper, we take advantage of these two data repositories to compare patterns of ortholog expression in a wide variety of conditions. First, we developed a scalable metric for expression divergence that enabled us to detect a significant correlation between sequence and expression conservation on the global level, which previous smaller-scale expression studies failed to detect. Despite this global conservation trend, between-species gene expression neighborhoods were less well-conserved than within-species comparisons across different environmental perturbations, and approximately 4% of orthologs exhibited a significant change in co-expression partners. Furthermore, our analysis of matched perturbations collected in both species (such as diauxic shift and cell cycle synchrony) demonstrated that approximately a quarter of orthologs exhibit condition-specific expression pattern differences. CONCLUSIONS: Taken together, these analyses provide a global view of gene expression patterns between two species, both in terms of the conditions and timing of a gene's expression as well as co-expression partners. Our results provide testable hypotheses that will direct future experiments to determine how these changes may be specified in the genome. BioMed Central 2013-01-16 /pmc/articles/PMC3556494/ /pubmed/23324262 http://dx.doi.org/10.1186/1471-2164-14-33 Text en Copyright ©2013 Guan et al.; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License ( http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Guan, Yuanfang
Dunham, Maitreya J
Troyanskaya, Olga G
Caudy, Amy A
Comparative gene expression between two yeast species
title Comparative gene expression between two yeast species
title_full Comparative gene expression between two yeast species
title_fullStr Comparative gene expression between two yeast species
title_full_unstemmed Comparative gene expression between two yeast species
title_short Comparative gene expression between two yeast species
title_sort comparative gene expression between two yeast species
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3556494/
https://www.ncbi.nlm.nih.gov/pubmed/23324262
http://dx.doi.org/10.1186/1471-2164-14-33
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