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Genome variation and conserved regulation identify genomic regions responsible for strain specific phenotypes in rat

BACKGROUND: The genomes of laboratory rat strains are characterised by a mosaic haplotype structure caused by their unique breeding history. These mosaic haplotypes have been recently mapped by extensive sequencing of key strains. Comparison of genomic variation between two closely related rat strai...

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Autores principales: Martín-Gálvez, David, Dunoyer de Segonzac, Denis, Ma, Man Chun John, Kwitek, Anne E., Thybert, David, Flicek, Paul
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5741965/
https://www.ncbi.nlm.nih.gov/pubmed/29272997
http://dx.doi.org/10.1186/s12864-017-4351-9
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author Martín-Gálvez, David
Dunoyer de Segonzac, Denis
Ma, Man Chun John
Kwitek, Anne E.
Thybert, David
Flicek, Paul
author_facet Martín-Gálvez, David
Dunoyer de Segonzac, Denis
Ma, Man Chun John
Kwitek, Anne E.
Thybert, David
Flicek, Paul
author_sort Martín-Gálvez, David
collection PubMed
description BACKGROUND: The genomes of laboratory rat strains are characterised by a mosaic haplotype structure caused by their unique breeding history. These mosaic haplotypes have been recently mapped by extensive sequencing of key strains. Comparison of genomic variation between two closely related rat strains with different phenotypes has been proposed as an effective strategy for the discovery of candidate strain-specific regions involved in phenotypic differences. We developed a method to prioritise strain-specific haplotypes by integrating genomic variation and genomic regulatory data predicted to be involved in specific phenotypes. Specifically, we aimed to identify genomic regions associated with Metabolic Syndrome (MetS), a disorder of energy utilization and storage affecting several organ systems. RESULTS: We compared two Lyon rat strains, Lyon Hypertensive (LH) which is susceptible to MetS, and Lyon Low pressure (LL), which is susceptible to obesity as an intermediate MetS phenotype, with a third strain (Lyon Normotensive, LN) that is resistant to both MetS and obesity. Applying a novel metric, we ranked the identified strain-specific haplotypes using evolutionary conservation of the occupancy three liver-specific transcription factors (HNF4A, CEBPA, and FOXA1) in five rodents including rat. Consideration of regulatory information effectively identified regions with liver-associated genes and rat orthologues of human GWAS variants related to obesity and metabolic traits. We attempted to find possible causative variants and compared them with the candidate genes proposed by previous studies. In strain-specific regions with conserved regulation, we found a significant enrichment for published evidence to obesity—one of the metabolic symptoms shown by the Lyon strains—amongst the genes assigned to promoters with strain-specific variation. CONCLUSIONS: Our results show that the use of functional regulatory conservation is a potentially effective approach to select strain-specific genomic regions associated with phenotypic differences among Lyon rats and could be extended to other systems. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12864-017-4351-9) contains supplementary material, which is available to authorized users.
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spelling pubmed-57419652018-01-03 Genome variation and conserved regulation identify genomic regions responsible for strain specific phenotypes in rat Martín-Gálvez, David Dunoyer de Segonzac, Denis Ma, Man Chun John Kwitek, Anne E. Thybert, David Flicek, Paul BMC Genomics Research Article BACKGROUND: The genomes of laboratory rat strains are characterised by a mosaic haplotype structure caused by their unique breeding history. These mosaic haplotypes have been recently mapped by extensive sequencing of key strains. Comparison of genomic variation between two closely related rat strains with different phenotypes has been proposed as an effective strategy for the discovery of candidate strain-specific regions involved in phenotypic differences. We developed a method to prioritise strain-specific haplotypes by integrating genomic variation and genomic regulatory data predicted to be involved in specific phenotypes. Specifically, we aimed to identify genomic regions associated with Metabolic Syndrome (MetS), a disorder of energy utilization and storage affecting several organ systems. RESULTS: We compared two Lyon rat strains, Lyon Hypertensive (LH) which is susceptible to MetS, and Lyon Low pressure (LL), which is susceptible to obesity as an intermediate MetS phenotype, with a third strain (Lyon Normotensive, LN) that is resistant to both MetS and obesity. Applying a novel metric, we ranked the identified strain-specific haplotypes using evolutionary conservation of the occupancy three liver-specific transcription factors (HNF4A, CEBPA, and FOXA1) in five rodents including rat. Consideration of regulatory information effectively identified regions with liver-associated genes and rat orthologues of human GWAS variants related to obesity and metabolic traits. We attempted to find possible causative variants and compared them with the candidate genes proposed by previous studies. In strain-specific regions with conserved regulation, we found a significant enrichment for published evidence to obesity—one of the metabolic symptoms shown by the Lyon strains—amongst the genes assigned to promoters with strain-specific variation. CONCLUSIONS: Our results show that the use of functional regulatory conservation is a potentially effective approach to select strain-specific genomic regions associated with phenotypic differences among Lyon rats and could be extended to other systems. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12864-017-4351-9) contains supplementary material, which is available to authorized users. BioMed Central 2017-12-22 /pmc/articles/PMC5741965/ /pubmed/29272997 http://dx.doi.org/10.1186/s12864-017-4351-9 Text en © The Author(s). 2017 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research Article
Martín-Gálvez, David
Dunoyer de Segonzac, Denis
Ma, Man Chun John
Kwitek, Anne E.
Thybert, David
Flicek, Paul
Genome variation and conserved regulation identify genomic regions responsible for strain specific phenotypes in rat
title Genome variation and conserved regulation identify genomic regions responsible for strain specific phenotypes in rat
title_full Genome variation and conserved regulation identify genomic regions responsible for strain specific phenotypes in rat
title_fullStr Genome variation and conserved regulation identify genomic regions responsible for strain specific phenotypes in rat
title_full_unstemmed Genome variation and conserved regulation identify genomic regions responsible for strain specific phenotypes in rat
title_short Genome variation and conserved regulation identify genomic regions responsible for strain specific phenotypes in rat
title_sort genome variation and conserved regulation identify genomic regions responsible for strain specific phenotypes in rat
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5741965/
https://www.ncbi.nlm.nih.gov/pubmed/29272997
http://dx.doi.org/10.1186/s12864-017-4351-9
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