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Genome-Wide Association Study between Single Nucleotide Polymorphisms and Flight Speed in Nellore Cattle
INTRODUCTION: Cattle temperament is an important factor that affects the profitability of beef cattle enterprises, due to its relationship with productivity traits, animal welfare and labor safety. Temperament is a complex phenotype often assessed by measuring a series of behavioral traits, which re...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4907449/ https://www.ncbi.nlm.nih.gov/pubmed/27300296 http://dx.doi.org/10.1371/journal.pone.0156956 |
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author | Valente, Tiago Silva Baldi, Fernando Sant’Anna, Aline Cristina Albuquerque, Lucia Galvão Paranhos da Costa, Mateus José Rodrigues |
author_facet | Valente, Tiago Silva Baldi, Fernando Sant’Anna, Aline Cristina Albuquerque, Lucia Galvão Paranhos da Costa, Mateus José Rodrigues |
author_sort | Valente, Tiago Silva |
collection | PubMed |
description | INTRODUCTION: Cattle temperament is an important factor that affects the profitability of beef cattle enterprises, due to its relationship with productivity traits, animal welfare and labor safety. Temperament is a complex phenotype often assessed by measuring a series of behavioral traits, which result from the effects of multiple environmental and genetic factors, and their interactions. The aims of this study were to perform a genome-wide association study and detect genomic regions, potential candidate genes and their biological mechanisms underlying temperament, measured by flight speed (FS) test in Nellore cattle. MATERIALS AND METHODS: The genome-wide association study (GWAS) was performed using a single-step procedure (ssGBLUP) which combined simultaneously all 16,600 phenotypes from genotyped and non-genotyped animals, full pedigree information of 162,645 animals and 1,384 genotyped animals in one step. The animals were genotyped with High Density Bovine SNP BeadChip which contains 777,962 SNP markers. After quality control (QC) a total of 455,374 SNPs remained. RESULTS: Heritability estimated for FS was 0.21 ± 0.02. Consecutive SNPs explaining 1% or more of the total additive genetic variance were considered as windows associated with FS. Nine candidate regions located on eight different Bos taurus chromosomes (BTA) (1 at 73 Mb, 2 at 65 Mb, 5 at 22 Mb and 119 Mb, 9 at 98 Mb, 11 at 67 Mb, 15 at 16 Mb, 17 at 63 Kb, and 26 at 47 Mb) were identified. The candidate genes identified in these regions were NCKAP5 (BTA2), PARK2 (BTA9), ANTXR1 (BTA11), GUCY1A2 (BTA15), CPE (BTA17) and DOCK1 (BTA26). Among these genes PARK2, GUCY1A2, CPE and DOCK1 are related to dopaminergic system, memory formation, biosynthesis of peptide hormone and neurotransmitter and brain development, respectively. CONCLUSIONS: Our findings allowed us to identify nine genomic regions (SNP windows) associated with beef cattle temperament, measured by FS test. Within these windows, six promising candidate genes and their biological functions were identified. These results may contribute to a better comprehension into the genetic control of temperament expression in Nellore cattle. |
format | Online Article Text |
id | pubmed-4907449 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-49074492016-07-18 Genome-Wide Association Study between Single Nucleotide Polymorphisms and Flight Speed in Nellore Cattle Valente, Tiago Silva Baldi, Fernando Sant’Anna, Aline Cristina Albuquerque, Lucia Galvão Paranhos da Costa, Mateus José Rodrigues PLoS One Research Article INTRODUCTION: Cattle temperament is an important factor that affects the profitability of beef cattle enterprises, due to its relationship with productivity traits, animal welfare and labor safety. Temperament is a complex phenotype often assessed by measuring a series of behavioral traits, which result from the effects of multiple environmental and genetic factors, and their interactions. The aims of this study were to perform a genome-wide association study and detect genomic regions, potential candidate genes and their biological mechanisms underlying temperament, measured by flight speed (FS) test in Nellore cattle. MATERIALS AND METHODS: The genome-wide association study (GWAS) was performed using a single-step procedure (ssGBLUP) which combined simultaneously all 16,600 phenotypes from genotyped and non-genotyped animals, full pedigree information of 162,645 animals and 1,384 genotyped animals in one step. The animals were genotyped with High Density Bovine SNP BeadChip which contains 777,962 SNP markers. After quality control (QC) a total of 455,374 SNPs remained. RESULTS: Heritability estimated for FS was 0.21 ± 0.02. Consecutive SNPs explaining 1% or more of the total additive genetic variance were considered as windows associated with FS. Nine candidate regions located on eight different Bos taurus chromosomes (BTA) (1 at 73 Mb, 2 at 65 Mb, 5 at 22 Mb and 119 Mb, 9 at 98 Mb, 11 at 67 Mb, 15 at 16 Mb, 17 at 63 Kb, and 26 at 47 Mb) were identified. The candidate genes identified in these regions were NCKAP5 (BTA2), PARK2 (BTA9), ANTXR1 (BTA11), GUCY1A2 (BTA15), CPE (BTA17) and DOCK1 (BTA26). Among these genes PARK2, GUCY1A2, CPE and DOCK1 are related to dopaminergic system, memory formation, biosynthesis of peptide hormone and neurotransmitter and brain development, respectively. CONCLUSIONS: Our findings allowed us to identify nine genomic regions (SNP windows) associated with beef cattle temperament, measured by FS test. Within these windows, six promising candidate genes and their biological functions were identified. These results may contribute to a better comprehension into the genetic control of temperament expression in Nellore cattle. Public Library of Science 2016-06-14 /pmc/articles/PMC4907449/ /pubmed/27300296 http://dx.doi.org/10.1371/journal.pone.0156956 Text en © 2016 Valente 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 (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Valente, Tiago Silva Baldi, Fernando Sant’Anna, Aline Cristina Albuquerque, Lucia Galvão Paranhos da Costa, Mateus José Rodrigues Genome-Wide Association Study between Single Nucleotide Polymorphisms and Flight Speed in Nellore Cattle |
title | Genome-Wide Association Study between Single Nucleotide Polymorphisms and Flight Speed in Nellore Cattle |
title_full | Genome-Wide Association Study between Single Nucleotide Polymorphisms and Flight Speed in Nellore Cattle |
title_fullStr | Genome-Wide Association Study between Single Nucleotide Polymorphisms and Flight Speed in Nellore Cattle |
title_full_unstemmed | Genome-Wide Association Study between Single Nucleotide Polymorphisms and Flight Speed in Nellore Cattle |
title_short | Genome-Wide Association Study between Single Nucleotide Polymorphisms and Flight Speed in Nellore Cattle |
title_sort | genome-wide association study between single nucleotide polymorphisms and flight speed in nellore cattle |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4907449/ https://www.ncbi.nlm.nih.gov/pubmed/27300296 http://dx.doi.org/10.1371/journal.pone.0156956 |
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