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Genetic Diversity in the Italian Holstein Dairy Cattle Based on Pedigree and SNP Data Prior and After Genomic Selection

Genetic diversity has become an urgent matter not only in small local breeds but also in more specialized ones. While the use of genomic data in livestock breeding programs increased genetic gain, there is increasing evidence that this benefit may be counterbalanced by the potential loss of genetic...

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Autores principales: Ablondi, Michela, Sabbioni, Alberto, Stocco, Giorgia, Cipolat-Gotet, Claudio, Dadousis, Christos, van Kaam, Jan-Thijs, Finocchiaro, Raffaella, Summer, Andrea
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8792952/
https://www.ncbi.nlm.nih.gov/pubmed/35097040
http://dx.doi.org/10.3389/fvets.2021.773985
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author Ablondi, Michela
Sabbioni, Alberto
Stocco, Giorgia
Cipolat-Gotet, Claudio
Dadousis, Christos
van Kaam, Jan-Thijs
Finocchiaro, Raffaella
Summer, Andrea
author_facet Ablondi, Michela
Sabbioni, Alberto
Stocco, Giorgia
Cipolat-Gotet, Claudio
Dadousis, Christos
van Kaam, Jan-Thijs
Finocchiaro, Raffaella
Summer, Andrea
author_sort Ablondi, Michela
collection PubMed
description Genetic diversity has become an urgent matter not only in small local breeds but also in more specialized ones. While the use of genomic data in livestock breeding programs increased genetic gain, there is increasing evidence that this benefit may be counterbalanced by the potential loss of genetic variability. Thus, in this study, we aimed to investigate the genetic diversity in the Italian Holstein dairy cattle using pedigree and genomic data from cows born between 2002 and 2020. We estimated variation in inbreeding, effective population size, and generation interval and compared those aspects prior to and after the introduction of genomic selection in the breed. The dataset contained 84,443 single-nucleotide polymorphisms (SNPs), and 74,485 cows were analyzed. Pedigree depth based on complete generation equivalent was equal to 10.67. A run of homozygosity (ROH) analysis was adopted to estimate SNP-based inbreeding (F(ROH)). The average pedigree inbreeding was 0.07, while the average F(ROH) was more than double, being equal to 0.17. The pattern of the effective population size based on pedigree and SNP data was similar although different in scale, with a constant decrease within the last five generations. The overall inbreeding rate (ΔF) per year was equal to +0.27% and +0.44% for F(ped) and F(ROH) throughout the studied period, which corresponded to about +1.35% and +2.2% per generation, respectively. A significant increase in the ΔF was found since the introduction of genomic selection in the breed. This study in the Italian Holstein dairy cattle showed the importance of controlling the loss of genetic diversity to ensure the long-term sustainability of this breed, as well as to guarantee future market demands.
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spelling pubmed-87929522022-01-28 Genetic Diversity in the Italian Holstein Dairy Cattle Based on Pedigree and SNP Data Prior and After Genomic Selection Ablondi, Michela Sabbioni, Alberto Stocco, Giorgia Cipolat-Gotet, Claudio Dadousis, Christos van Kaam, Jan-Thijs Finocchiaro, Raffaella Summer, Andrea Front Vet Sci Veterinary Science Genetic diversity has become an urgent matter not only in small local breeds but also in more specialized ones. While the use of genomic data in livestock breeding programs increased genetic gain, there is increasing evidence that this benefit may be counterbalanced by the potential loss of genetic variability. Thus, in this study, we aimed to investigate the genetic diversity in the Italian Holstein dairy cattle using pedigree and genomic data from cows born between 2002 and 2020. We estimated variation in inbreeding, effective population size, and generation interval and compared those aspects prior to and after the introduction of genomic selection in the breed. The dataset contained 84,443 single-nucleotide polymorphisms (SNPs), and 74,485 cows were analyzed. Pedigree depth based on complete generation equivalent was equal to 10.67. A run of homozygosity (ROH) analysis was adopted to estimate SNP-based inbreeding (F(ROH)). The average pedigree inbreeding was 0.07, while the average F(ROH) was more than double, being equal to 0.17. The pattern of the effective population size based on pedigree and SNP data was similar although different in scale, with a constant decrease within the last five generations. The overall inbreeding rate (ΔF) per year was equal to +0.27% and +0.44% for F(ped) and F(ROH) throughout the studied period, which corresponded to about +1.35% and +2.2% per generation, respectively. A significant increase in the ΔF was found since the introduction of genomic selection in the breed. This study in the Italian Holstein dairy cattle showed the importance of controlling the loss of genetic diversity to ensure the long-term sustainability of this breed, as well as to guarantee future market demands. Frontiers Media S.A. 2022-01-13 /pmc/articles/PMC8792952/ /pubmed/35097040 http://dx.doi.org/10.3389/fvets.2021.773985 Text en Copyright © 2022 Ablondi, Sabbioni, Stocco, Cipolat-Gotet, Dadousis, Kaam, Finocchiaro and Summer. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Veterinary Science
Ablondi, Michela
Sabbioni, Alberto
Stocco, Giorgia
Cipolat-Gotet, Claudio
Dadousis, Christos
van Kaam, Jan-Thijs
Finocchiaro, Raffaella
Summer, Andrea
Genetic Diversity in the Italian Holstein Dairy Cattle Based on Pedigree and SNP Data Prior and After Genomic Selection
title Genetic Diversity in the Italian Holstein Dairy Cattle Based on Pedigree and SNP Data Prior and After Genomic Selection
title_full Genetic Diversity in the Italian Holstein Dairy Cattle Based on Pedigree and SNP Data Prior and After Genomic Selection
title_fullStr Genetic Diversity in the Italian Holstein Dairy Cattle Based on Pedigree and SNP Data Prior and After Genomic Selection
title_full_unstemmed Genetic Diversity in the Italian Holstein Dairy Cattle Based on Pedigree and SNP Data Prior and After Genomic Selection
title_short Genetic Diversity in the Italian Holstein Dairy Cattle Based on Pedigree and SNP Data Prior and After Genomic Selection
title_sort genetic diversity in the italian holstein dairy cattle based on pedigree and snp data prior and after genomic selection
topic Veterinary Science
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8792952/
https://www.ncbi.nlm.nih.gov/pubmed/35097040
http://dx.doi.org/10.3389/fvets.2021.773985
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