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Population Genomics of American Mink Using Whole Genome Sequencing Data

Characterizing the genetic structure and population history can facilitate the development of genomic breeding strategies for the American mink. In this study, we used the whole genome sequences of 100 mink from the Canadian Centre for Fur Animal Research (CCFAR) at the Dalhousie Faculty of Agricult...

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Autores principales: Karimi, Karim, Ngoc Do, Duy, Sargolzaei, Mehdi, Miar, Younes
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7916864/
https://www.ncbi.nlm.nih.gov/pubmed/33670138
http://dx.doi.org/10.3390/genes12020258
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author Karimi, Karim
Ngoc Do, Duy
Sargolzaei, Mehdi
Miar, Younes
author_facet Karimi, Karim
Ngoc Do, Duy
Sargolzaei, Mehdi
Miar, Younes
author_sort Karimi, Karim
collection PubMed
description Characterizing the genetic structure and population history can facilitate the development of genomic breeding strategies for the American mink. In this study, we used the whole genome sequences of 100 mink from the Canadian Centre for Fur Animal Research (CCFAR) at the Dalhousie Faculty of Agriculture (Truro, NS, Canada) and Millbank Fur Farm (Rockwood, ON, Canada) to investigate their population structure, genetic diversity and linkage disequilibrium (LD) patterns. Analysis of molecular variance (AMOVA) indicated that the variation among color-types was significant (p < 0.001) and accounted for 18% of the total variation. The admixture analysis revealed that assuming three ancestral populations (K = 3) provided the lowest cross-validation error (0.49). The effective population size (Ne) at five generations ago was estimated to be 99 and 50 for CCFAR and Millbank Fur Farm, respectively. The LD patterns revealed that the average r(2) reduced to <0.2 at genomic distances of >20 kb and >100 kb in CCFAR and Millbank Fur Farm suggesting that the density of 120,000 and 24,000 single nucleotide polymorphisms (SNP) would provide the adequate accuracy of genomic evaluation in these populations, respectively. These results indicated that accounting for admixture is critical for designing the SNP panels for genotype-phenotype association studies of American mink.
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spelling pubmed-79168642021-03-01 Population Genomics of American Mink Using Whole Genome Sequencing Data Karimi, Karim Ngoc Do, Duy Sargolzaei, Mehdi Miar, Younes Genes (Basel) Article Characterizing the genetic structure and population history can facilitate the development of genomic breeding strategies for the American mink. In this study, we used the whole genome sequences of 100 mink from the Canadian Centre for Fur Animal Research (CCFAR) at the Dalhousie Faculty of Agriculture (Truro, NS, Canada) and Millbank Fur Farm (Rockwood, ON, Canada) to investigate their population structure, genetic diversity and linkage disequilibrium (LD) patterns. Analysis of molecular variance (AMOVA) indicated that the variation among color-types was significant (p < 0.001) and accounted for 18% of the total variation. The admixture analysis revealed that assuming three ancestral populations (K = 3) provided the lowest cross-validation error (0.49). The effective population size (Ne) at five generations ago was estimated to be 99 and 50 for CCFAR and Millbank Fur Farm, respectively. The LD patterns revealed that the average r(2) reduced to <0.2 at genomic distances of >20 kb and >100 kb in CCFAR and Millbank Fur Farm suggesting that the density of 120,000 and 24,000 single nucleotide polymorphisms (SNP) would provide the adequate accuracy of genomic evaluation in these populations, respectively. These results indicated that accounting for admixture is critical for designing the SNP panels for genotype-phenotype association studies of American mink. MDPI 2021-02-11 /pmc/articles/PMC7916864/ /pubmed/33670138 http://dx.doi.org/10.3390/genes12020258 Text en © 2021 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Karimi, Karim
Ngoc Do, Duy
Sargolzaei, Mehdi
Miar, Younes
Population Genomics of American Mink Using Whole Genome Sequencing Data
title Population Genomics of American Mink Using Whole Genome Sequencing Data
title_full Population Genomics of American Mink Using Whole Genome Sequencing Data
title_fullStr Population Genomics of American Mink Using Whole Genome Sequencing Data
title_full_unstemmed Population Genomics of American Mink Using Whole Genome Sequencing Data
title_short Population Genomics of American Mink Using Whole Genome Sequencing Data
title_sort population genomics of american mink using whole genome sequencing data
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7916864/
https://www.ncbi.nlm.nih.gov/pubmed/33670138
http://dx.doi.org/10.3390/genes12020258
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