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Evaluation of genotype by environment interactions on milk production traits of Holstein cows in southern Brazil

OBJECTIVE: This study assessed the possible existence of genotype by environment interactions for milk, fat and protein yields in Holstein cattle raised in one of the most important milk production basins in Brazil. METHODS: Changes in the genetic parameters and breeding values were evaluated for 57...

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Autores principales: Moreira, Raphael Patrick, Pinto, Luis Fernando Batista, Valloto, Altair Antônio, Pedrosa, Victor Breno
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Asian-Australasian Association of Animal Production Societies (AAAP) and Korean Society of Animal Science and Technology (KSAST) 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6409447/
https://www.ncbi.nlm.nih.gov/pubmed/30056654
http://dx.doi.org/10.5713/ajas.18.0174
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author Moreira, Raphael Patrick
Pinto, Luis Fernando Batista
Valloto, Altair Antônio
Pedrosa, Victor Breno
author_facet Moreira, Raphael Patrick
Pinto, Luis Fernando Batista
Valloto, Altair Antônio
Pedrosa, Victor Breno
author_sort Moreira, Raphael Patrick
collection PubMed
description OBJECTIVE: This study assessed the possible existence of genotype by environment interactions for milk, fat and protein yields in Holstein cattle raised in one of the most important milk production basins in Brazil. METHODS: Changes in the genetic parameters and breeding values were evaluated for 57,967 animals from three distinct regions of southern Brazil, divided according to differences in climate. The genotype by environment interaction was determined by genetic correlations between regions, estimated by the restricted maximum likelihood, considering the animal model. Bull rankings were investigated to verify the ratio of coincident selected animals between regions for each trait. RESULTS: The estimates of heritability coefficients were similar between two regions, but were lower in the third evaluated area, for all traits. Genetic correlations between regions were high, ranging from 0.91 to 0.99 for milk, fat and protein yields, representing the absence of a genotype by environment interaction for productive traits. The percentage of selection error between regions for the top 10% of animals ranged from 0.88% to 2.07% for milk yield, 0.99% to 2.46% for fat yield and 0.59% to 3.15% for protein yield. CONCLUSION: A slight change in genotype between areas was expected since no significant genotype by environment interactions were identified, facilitating the process of selecting Holstein cattle in southern Brazil.
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spelling pubmed-64094472019-04-01 Evaluation of genotype by environment interactions on milk production traits of Holstein cows in southern Brazil Moreira, Raphael Patrick Pinto, Luis Fernando Batista Valloto, Altair Antônio Pedrosa, Victor Breno Asian-Australas J Anim Sci Article OBJECTIVE: This study assessed the possible existence of genotype by environment interactions for milk, fat and protein yields in Holstein cattle raised in one of the most important milk production basins in Brazil. METHODS: Changes in the genetic parameters and breeding values were evaluated for 57,967 animals from three distinct regions of southern Brazil, divided according to differences in climate. The genotype by environment interaction was determined by genetic correlations between regions, estimated by the restricted maximum likelihood, considering the animal model. Bull rankings were investigated to verify the ratio of coincident selected animals between regions for each trait. RESULTS: The estimates of heritability coefficients were similar between two regions, but were lower in the third evaluated area, for all traits. Genetic correlations between regions were high, ranging from 0.91 to 0.99 for milk, fat and protein yields, representing the absence of a genotype by environment interaction for productive traits. The percentage of selection error between regions for the top 10% of animals ranged from 0.88% to 2.07% for milk yield, 0.99% to 2.46% for fat yield and 0.59% to 3.15% for protein yield. CONCLUSION: A slight change in genotype between areas was expected since no significant genotype by environment interactions were identified, facilitating the process of selecting Holstein cattle in southern Brazil. Asian-Australasian Association of Animal Production Societies (AAAP) and Korean Society of Animal Science and Technology (KSAST) 2019-04 2018-07-26 /pmc/articles/PMC6409447/ /pubmed/30056654 http://dx.doi.org/10.5713/ajas.18.0174 Text en Copyright © 2019 by Asian-Australasian Journal of Animal Sciences 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 work is properly cited.
spellingShingle Article
Moreira, Raphael Patrick
Pinto, Luis Fernando Batista
Valloto, Altair Antônio
Pedrosa, Victor Breno
Evaluation of genotype by environment interactions on milk production traits of Holstein cows in southern Brazil
title Evaluation of genotype by environment interactions on milk production traits of Holstein cows in southern Brazil
title_full Evaluation of genotype by environment interactions on milk production traits of Holstein cows in southern Brazil
title_fullStr Evaluation of genotype by environment interactions on milk production traits of Holstein cows in southern Brazil
title_full_unstemmed Evaluation of genotype by environment interactions on milk production traits of Holstein cows in southern Brazil
title_short Evaluation of genotype by environment interactions on milk production traits of Holstein cows in southern Brazil
title_sort evaluation of genotype by environment interactions on milk production traits of holstein cows in southern brazil
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6409447/
https://www.ncbi.nlm.nih.gov/pubmed/30056654
http://dx.doi.org/10.5713/ajas.18.0174
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