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Detection of selection signatures in Piemontese and Marchigiana cattle, two breeds with similar production aptitudes but different selection histories

BACKGROUND: Domestication and selection are processes that alter the pattern of within- and between-population genetic variability. They can be investigated at the genomic level by tracing the so-called selection signatures. Recently, sequence polymorphisms at the genome-wide level have been investi...

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Autores principales: Sorbolini, Silvia, Marras, Gabriele, Gaspa, Giustino, Dimauro, Corrado, Cellesi, Massimo, Valentini, Alessio, Macciotta, Nicolò PP
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4476081/
https://www.ncbi.nlm.nih.gov/pubmed/26100250
http://dx.doi.org/10.1186/s12711-015-0128-2
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author Sorbolini, Silvia
Marras, Gabriele
Gaspa, Giustino
Dimauro, Corrado
Cellesi, Massimo
Valentini, Alessio
Macciotta, Nicolò PP
author_facet Sorbolini, Silvia
Marras, Gabriele
Gaspa, Giustino
Dimauro, Corrado
Cellesi, Massimo
Valentini, Alessio
Macciotta, Nicolò PP
author_sort Sorbolini, Silvia
collection PubMed
description BACKGROUND: Domestication and selection are processes that alter the pattern of within- and between-population genetic variability. They can be investigated at the genomic level by tracing the so-called selection signatures. Recently, sequence polymorphisms at the genome-wide level have been investigated in a wide range of animals. A common approach to detect selection signatures is to compare breeds that have been selected for different breeding goals (i.e. dairy and beef cattle). However, genetic variations in different breeds with similar production aptitudes and similar phenotypes can be related to differences in their selection history. METHODS: In this study, we investigated selection signatures between two Italian beef cattle breeds, Piemontese and Marchigiana, using genotyping data that was obtained with the Illumina BovineSNP50 BeadChip. The comparison was based on the fixation index (F(st)), combined with a locally weighted scatterplot smoothing (LOWESS) regression and a control chart approach. In addition, analyses of F(st) were carried out to confirm candidate genes. In particular, data were processed using the varLD method, which compares the regional variation of linkage disequilibrium between populations. RESULTS: Genome scans confirmed the presence of selective sweeps in the genomic regions that harbour candidate genes that are known to affect productive traits in cattle such as DGAT1, ABCG2, CAPN3, MSTN and FTO. In addition, several new putative candidate genes (for example ALAS1, ABCB8, ACADS and SOD1) were detected. CONCLUSIONS: This study provided evidence on the different selection histories of two cattle breeds and the usefulness of genomic scans to detect selective sweeps even in cattle breeds that are bred for similar production aptitudes. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12711-015-0128-2) contains supplementary material, which is available to authorized users.
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spelling pubmed-44760812015-06-23 Detection of selection signatures in Piemontese and Marchigiana cattle, two breeds with similar production aptitudes but different selection histories Sorbolini, Silvia Marras, Gabriele Gaspa, Giustino Dimauro, Corrado Cellesi, Massimo Valentini, Alessio Macciotta, Nicolò PP Genet Sel Evol Research Article BACKGROUND: Domestication and selection are processes that alter the pattern of within- and between-population genetic variability. They can be investigated at the genomic level by tracing the so-called selection signatures. Recently, sequence polymorphisms at the genome-wide level have been investigated in a wide range of animals. A common approach to detect selection signatures is to compare breeds that have been selected for different breeding goals (i.e. dairy and beef cattle). However, genetic variations in different breeds with similar production aptitudes and similar phenotypes can be related to differences in their selection history. METHODS: In this study, we investigated selection signatures between two Italian beef cattle breeds, Piemontese and Marchigiana, using genotyping data that was obtained with the Illumina BovineSNP50 BeadChip. The comparison was based on the fixation index (F(st)), combined with a locally weighted scatterplot smoothing (LOWESS) regression and a control chart approach. In addition, analyses of F(st) were carried out to confirm candidate genes. In particular, data were processed using the varLD method, which compares the regional variation of linkage disequilibrium between populations. RESULTS: Genome scans confirmed the presence of selective sweeps in the genomic regions that harbour candidate genes that are known to affect productive traits in cattle such as DGAT1, ABCG2, CAPN3, MSTN and FTO. In addition, several new putative candidate genes (for example ALAS1, ABCB8, ACADS and SOD1) were detected. CONCLUSIONS: This study provided evidence on the different selection histories of two cattle breeds and the usefulness of genomic scans to detect selective sweeps even in cattle breeds that are bred for similar production aptitudes. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12711-015-0128-2) contains supplementary material, which is available to authorized users. BioMed Central 2015-06-23 /pmc/articles/PMC4476081/ /pubmed/26100250 http://dx.doi.org/10.1186/s12711-015-0128-2 Text en © Sorbolini et al. 2015 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited. 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
Sorbolini, Silvia
Marras, Gabriele
Gaspa, Giustino
Dimauro, Corrado
Cellesi, Massimo
Valentini, Alessio
Macciotta, Nicolò PP
Detection of selection signatures in Piemontese and Marchigiana cattle, two breeds with similar production aptitudes but different selection histories
title Detection of selection signatures in Piemontese and Marchigiana cattle, two breeds with similar production aptitudes but different selection histories
title_full Detection of selection signatures in Piemontese and Marchigiana cattle, two breeds with similar production aptitudes but different selection histories
title_fullStr Detection of selection signatures in Piemontese and Marchigiana cattle, two breeds with similar production aptitudes but different selection histories
title_full_unstemmed Detection of selection signatures in Piemontese and Marchigiana cattle, two breeds with similar production aptitudes but different selection histories
title_short Detection of selection signatures in Piemontese and Marchigiana cattle, two breeds with similar production aptitudes but different selection histories
title_sort detection of selection signatures in piemontese and marchigiana cattle, two breeds with similar production aptitudes but different selection histories
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4476081/
https://www.ncbi.nlm.nih.gov/pubmed/26100250
http://dx.doi.org/10.1186/s12711-015-0128-2
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