Linkage disequilibrium levels and allele frequency distribution in Blanco Orejinegro and Romosinuano Creole cattle using medium density SNP chip data

Abstract The linkage disequilibrium (LD) between molecular markers affects the accuracy of genome-wide association studies and genomic selection application. High-density genotyping platforms allow identifying the genotype of thousands of single nucleotide polymorphisms (SNPs) distributed throughout...

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Main Authors: Diego Bejarano, Rodrigo Martínez, Carlos Manrique, Luis Miguel Parra, Juan Felipe Rocha, Yolanda Gómez, Yesid Abuabara, Jaime Gallego
Format: Article
Language:English
Published: Sociedade Brasileira de Genética
Series:Genetics and Molecular Biology
Subjects:
Online Access:http://www.scielo.br/scielo.php?script=sci_arttext&pid=S1415-47572018000300426&lng=en&tlng=en
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spelling doaj-9edcd3f24e79428297ec2d6166ef07982020-11-25T00:11:42ZengSociedade Brasileira de GenéticaGenetics and Molecular Biology1678-468541242643310.1590/1678-4685-gmb-2016-0310S1415-47572018000300426Linkage disequilibrium levels and allele frequency distribution in Blanco Orejinegro and Romosinuano Creole cattle using medium density SNP chip dataDiego BejaranoRodrigo MartínezCarlos ManriqueLuis Miguel ParraJuan Felipe RochaYolanda GómezYesid AbuabaraJaime GallegoAbstract The linkage disequilibrium (LD) between molecular markers affects the accuracy of genome-wide association studies and genomic selection application. High-density genotyping platforms allow identifying the genotype of thousands of single nucleotide polymorphisms (SNPs) distributed throughout the animal genomes, which increases the resolution of LD evaluations. This study evaluated the distribution of minor allele frequencies (MAF) and the level of LD in the Colombian Creole cattle breeds Blanco Orejinegro (BON) and Romosinuano (ROMO) using a medium density SNP panel (BovineSNP50K_v2). The LD decay in these breeds was lower than those reported for other taurine breeds, achieving optimal LD values (r2 ≥ 0.3) up to a distance of 70 kb in BON and 100 kb in ROMO, which is possibly associated with the conservation status of these cattle populations and their effective population size. The average MAF for both breeds was 0.27 ± 0.14 with a higher SNP proportion having high MAF values (≥ 0.3). The LD levels and distribution of allele frequencies found in this study suggest that it is possible to have adequate coverage throughout the genome of these breeds using the BovineSNP50K_v2, capturing the effect of most QTL related with productive traits, and ensuring an adequate prediction capacity in genomic analysis.http://www.scielo.br/scielo.php?script=sci_arttext&pid=S1415-47572018000300426&lng=en&tlng=enCreole breedsBovineSNP50linkage disequilibriumminor allele frequency
collection DOAJ
language English
format Article
sources DOAJ
author Diego Bejarano
Rodrigo Martínez
Carlos Manrique
Luis Miguel Parra
Juan Felipe Rocha
Yolanda Gómez
Yesid Abuabara
Jaime Gallego
spellingShingle Diego Bejarano
Rodrigo Martínez
Carlos Manrique
Luis Miguel Parra
Juan Felipe Rocha
Yolanda Gómez
Yesid Abuabara
Jaime Gallego
Linkage disequilibrium levels and allele frequency distribution in Blanco Orejinegro and Romosinuano Creole cattle using medium density SNP chip data
Genetics and Molecular Biology
Creole breeds
BovineSNP50
linkage disequilibrium
minor allele frequency
author_facet Diego Bejarano
Rodrigo Martínez
Carlos Manrique
Luis Miguel Parra
Juan Felipe Rocha
Yolanda Gómez
Yesid Abuabara
Jaime Gallego
author_sort Diego Bejarano
title Linkage disequilibrium levels and allele frequency distribution in Blanco Orejinegro and Romosinuano Creole cattle using medium density SNP chip data
title_short Linkage disequilibrium levels and allele frequency distribution in Blanco Orejinegro and Romosinuano Creole cattle using medium density SNP chip data
title_full Linkage disequilibrium levels and allele frequency distribution in Blanco Orejinegro and Romosinuano Creole cattle using medium density SNP chip data
title_fullStr Linkage disequilibrium levels and allele frequency distribution in Blanco Orejinegro and Romosinuano Creole cattle using medium density SNP chip data
title_full_unstemmed Linkage disequilibrium levels and allele frequency distribution in Blanco Orejinegro and Romosinuano Creole cattle using medium density SNP chip data
title_sort linkage disequilibrium levels and allele frequency distribution in blanco orejinegro and romosinuano creole cattle using medium density snp chip data
publisher Sociedade Brasileira de Genética
series Genetics and Molecular Biology
issn 1678-4685
description Abstract The linkage disequilibrium (LD) between molecular markers affects the accuracy of genome-wide association studies and genomic selection application. High-density genotyping platforms allow identifying the genotype of thousands of single nucleotide polymorphisms (SNPs) distributed throughout the animal genomes, which increases the resolution of LD evaluations. This study evaluated the distribution of minor allele frequencies (MAF) and the level of LD in the Colombian Creole cattle breeds Blanco Orejinegro (BON) and Romosinuano (ROMO) using a medium density SNP panel (BovineSNP50K_v2). The LD decay in these breeds was lower than those reported for other taurine breeds, achieving optimal LD values (r2 ≥ 0.3) up to a distance of 70 kb in BON and 100 kb in ROMO, which is possibly associated with the conservation status of these cattle populations and their effective population size. The average MAF for both breeds was 0.27 ± 0.14 with a higher SNP proportion having high MAF values (≥ 0.3). The LD levels and distribution of allele frequencies found in this study suggest that it is possible to have adequate coverage throughout the genome of these breeds using the BovineSNP50K_v2, capturing the effect of most QTL related with productive traits, and ensuring an adequate prediction capacity in genomic analysis.
topic Creole breeds
BovineSNP50
linkage disequilibrium
minor allele frequency
url http://www.scielo.br/scielo.php?script=sci_arttext&pid=S1415-47572018000300426&lng=en&tlng=en
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