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Analysis of copy number variants by three detection algorithms and their association with body size in horses

BACKGROUND: Copy number variants (CNVs) have been shown to play an important role in genetic diversity of mammals and in the development of many complex phenotypic traits. The aim of this study was to perform a standard comparative evaluation of CNVs in horses using three different CNV detection pro...

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Autores principales: Metzger, Julia, Philipp, Ute, Lopes, Maria Susana, da Camara Machado, Artur, Felicetti, Michela, Silvestrelli, Maurizio, Distl, Ottmar
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3720552/
https://www.ncbi.nlm.nih.gov/pubmed/23865711
http://dx.doi.org/10.1186/1471-2164-14-487
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author Metzger, Julia
Philipp, Ute
Lopes, Maria Susana
da Camara Machado, Artur
Felicetti, Michela
Silvestrelli, Maurizio
Distl, Ottmar
author_facet Metzger, Julia
Philipp, Ute
Lopes, Maria Susana
da Camara Machado, Artur
Felicetti, Michela
Silvestrelli, Maurizio
Distl, Ottmar
author_sort Metzger, Julia
collection PubMed
description BACKGROUND: Copy number variants (CNVs) have been shown to play an important role in genetic diversity of mammals and in the development of many complex phenotypic traits. The aim of this study was to perform a standard comparative evaluation of CNVs in horses using three different CNV detection programs and to identify genomic regions associated with body size in horses. RESULTS: Analysis was performed using the Illumina Equine SNP50 genotyping beadchip for 854 horses. CNVs were detected by three different algorithms, CNVPartition, PennCNV and QuantiSNP. Comparative analysis revealed 50 CNVs that affected 153 different genes mainly involved in sensory perception, signal transduction and cellular components. Genome-wide association analysis for body size showed highly significant deleted regions on ECA1, ECA8 and ECA9. Homologous regions to the detected CNVs on ECA1 and ECA9 have also been shown to be correlated with human height. CONCLUSIONS: Comparative analysis of CNV detection algorithms was useful to increase the specificity of CNV detection but had certain limitations dependent on the detection tool. GWAS revealed genome-wide associated CNVs for body size in horses.
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spelling pubmed-37205522013-07-24 Analysis of copy number variants by three detection algorithms and their association with body size in horses Metzger, Julia Philipp, Ute Lopes, Maria Susana da Camara Machado, Artur Felicetti, Michela Silvestrelli, Maurizio Distl, Ottmar BMC Genomics Research Article BACKGROUND: Copy number variants (CNVs) have been shown to play an important role in genetic diversity of mammals and in the development of many complex phenotypic traits. The aim of this study was to perform a standard comparative evaluation of CNVs in horses using three different CNV detection programs and to identify genomic regions associated with body size in horses. RESULTS: Analysis was performed using the Illumina Equine SNP50 genotyping beadchip for 854 horses. CNVs were detected by three different algorithms, CNVPartition, PennCNV and QuantiSNP. Comparative analysis revealed 50 CNVs that affected 153 different genes mainly involved in sensory perception, signal transduction and cellular components. Genome-wide association analysis for body size showed highly significant deleted regions on ECA1, ECA8 and ECA9. Homologous regions to the detected CNVs on ECA1 and ECA9 have also been shown to be correlated with human height. CONCLUSIONS: Comparative analysis of CNV detection algorithms was useful to increase the specificity of CNV detection but had certain limitations dependent on the detection tool. GWAS revealed genome-wide associated CNVs for body size in horses. BioMed Central 2013-07-18 /pmc/articles/PMC3720552/ /pubmed/23865711 http://dx.doi.org/10.1186/1471-2164-14-487 Text en Copyright © 2013 Metzger 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
Metzger, Julia
Philipp, Ute
Lopes, Maria Susana
da Camara Machado, Artur
Felicetti, Michela
Silvestrelli, Maurizio
Distl, Ottmar
Analysis of copy number variants by three detection algorithms and their association with body size in horses
title Analysis of copy number variants by three detection algorithms and their association with body size in horses
title_full Analysis of copy number variants by three detection algorithms and their association with body size in horses
title_fullStr Analysis of copy number variants by three detection algorithms and their association with body size in horses
title_full_unstemmed Analysis of copy number variants by three detection algorithms and their association with body size in horses
title_short Analysis of copy number variants by three detection algorithms and their association with body size in horses
title_sort analysis of copy number variants by three detection algorithms and their association with body size in horses
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3720552/
https://www.ncbi.nlm.nih.gov/pubmed/23865711
http://dx.doi.org/10.1186/1471-2164-14-487
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