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Genome-Wide Estimates of Coancestry, Inbreeding and Effective Population Size in the Spanish Holstein Population

Estimates of effective population size in the Holstein cattle breed have usually been low despite the large number of animals that constitute this breed. Effective population size is inversely related to the rates at which coancestry and inbreeding increase and these rates have been high as a conseq...

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Autores principales: Rodríguez-Ramilo, Silvia Teresa, Fernández, Jesús, Toro, Miguel Angel, Hernández, Delfino, Villanueva, Beatriz
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4399946/
https://www.ncbi.nlm.nih.gov/pubmed/25880228
http://dx.doi.org/10.1371/journal.pone.0124157
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author Rodríguez-Ramilo, Silvia Teresa
Fernández, Jesús
Toro, Miguel Angel
Hernández, Delfino
Villanueva, Beatriz
author_facet Rodríguez-Ramilo, Silvia Teresa
Fernández, Jesús
Toro, Miguel Angel
Hernández, Delfino
Villanueva, Beatriz
author_sort Rodríguez-Ramilo, Silvia Teresa
collection PubMed
description Estimates of effective population size in the Holstein cattle breed have usually been low despite the large number of animals that constitute this breed. Effective population size is inversely related to the rates at which coancestry and inbreeding increase and these rates have been high as a consequence of intense and accurate selection. Traditionally, coancestry and inbreeding coefficients have been calculated from pedigree data. However, the development of genome-wide single nucleotide polymorphisms has increased the interest of calculating these coefficients from molecular data in order to improve their accuracy. In this study, genomic estimates of coancestry, inbreeding and effective population size were obtained in the Spanish Holstein population and then compared with pedigree-based estimates. A total of 11,135 animals genotyped with the Illumina BovineSNP50 BeadChip were available for the study. After applying filtering criteria, the final genomic dataset included 36,693 autosomal SNPs and 10,569 animals. Pedigree data from those genotyped animals included 31,203 animals. These individuals represented only the last five generations in order to homogenise the amount of pedigree information across animals. Genomic estimates of coancestry and inbreeding were obtained from identity by descent segments (coancestry) or runs of homozygosity (inbreeding). The results indicate that the percentage of variance of pedigree-based coancestry estimates explained by genomic coancestry estimates was higher than that for inbreeding. Estimates of effective population size obtained from genome-wide and pedigree information were consistent and ranged from about 66 to 79. These low values emphasize the need of controlling the rate of increase of coancestry and inbreeding in Holstein selection programmes.
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spelling pubmed-43999462015-04-21 Genome-Wide Estimates of Coancestry, Inbreeding and Effective Population Size in the Spanish Holstein Population Rodríguez-Ramilo, Silvia Teresa Fernández, Jesús Toro, Miguel Angel Hernández, Delfino Villanueva, Beatriz PLoS One Research Article Estimates of effective population size in the Holstein cattle breed have usually been low despite the large number of animals that constitute this breed. Effective population size is inversely related to the rates at which coancestry and inbreeding increase and these rates have been high as a consequence of intense and accurate selection. Traditionally, coancestry and inbreeding coefficients have been calculated from pedigree data. However, the development of genome-wide single nucleotide polymorphisms has increased the interest of calculating these coefficients from molecular data in order to improve their accuracy. In this study, genomic estimates of coancestry, inbreeding and effective population size were obtained in the Spanish Holstein population and then compared with pedigree-based estimates. A total of 11,135 animals genotyped with the Illumina BovineSNP50 BeadChip were available for the study. After applying filtering criteria, the final genomic dataset included 36,693 autosomal SNPs and 10,569 animals. Pedigree data from those genotyped animals included 31,203 animals. These individuals represented only the last five generations in order to homogenise the amount of pedigree information across animals. Genomic estimates of coancestry and inbreeding were obtained from identity by descent segments (coancestry) or runs of homozygosity (inbreeding). The results indicate that the percentage of variance of pedigree-based coancestry estimates explained by genomic coancestry estimates was higher than that for inbreeding. Estimates of effective population size obtained from genome-wide and pedigree information were consistent and ranged from about 66 to 79. These low values emphasize the need of controlling the rate of increase of coancestry and inbreeding in Holstein selection programmes. Public Library of Science 2015-04-16 /pmc/articles/PMC4399946/ /pubmed/25880228 http://dx.doi.org/10.1371/journal.pone.0124157 Text en © 2015 Rodríguez-Ramilo et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Rodríguez-Ramilo, Silvia Teresa
Fernández, Jesús
Toro, Miguel Angel
Hernández, Delfino
Villanueva, Beatriz
Genome-Wide Estimates of Coancestry, Inbreeding and Effective Population Size in the Spanish Holstein Population
title Genome-Wide Estimates of Coancestry, Inbreeding and Effective Population Size in the Spanish Holstein Population
title_full Genome-Wide Estimates of Coancestry, Inbreeding and Effective Population Size in the Spanish Holstein Population
title_fullStr Genome-Wide Estimates of Coancestry, Inbreeding and Effective Population Size in the Spanish Holstein Population
title_full_unstemmed Genome-Wide Estimates of Coancestry, Inbreeding and Effective Population Size in the Spanish Holstein Population
title_short Genome-Wide Estimates of Coancestry, Inbreeding and Effective Population Size in the Spanish Holstein Population
title_sort genome-wide estimates of coancestry, inbreeding and effective population size in the spanish holstein population
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4399946/
https://www.ncbi.nlm.nih.gov/pubmed/25880228
http://dx.doi.org/10.1371/journal.pone.0124157
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