Estimation of heritability for claw traits in Holstein cattle using Bayesian and REML approaches

The aim of this study was to estimate the heritability of claw conformation traits in Slovak Holstein cattle by using two approaches: the Bayesian method and the restricted maximum likelihood (REML) algorithm. Overall 860 claw trimming records of 716 dairy cows were included in this study. The claw...

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Main Authors: Radovan Kasarda, Michal Vlček, Juraj Candrák, Nina Moravčíková
Format: Article
Language:Bulgarian
Published: University of Zagreb, Faculty of Agriculture 2018-12-01
Series:Journal of Central European Agriculture
Subjects:
Online Access:https://jcea.agr.hr/articles/773469_Estimation_of_heritability_for_claw_traits_in_Holstein_cattle_using_Bayesian_and_REML_approaches_en.pdf
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spelling doaj-77ee121630de4aeba32a31033e459be12020-11-24T21:43:33ZbulUniversity of Zagreb, Faculty of AgricultureJournal of Central European Agriculture1332-90492018-12-0119478479010.5513/JCEA01/19.4.2338Estimation of heritability for claw traits in Holstein cattle using Bayesian and REML approachesRadovan KasardaMichal VlčekJuraj CandrákNina MoravčíkováThe aim of this study was to estimate the heritability of claw conformation traits in Slovak Holstein cattle by using two approaches: the Bayesian method and the restricted maximum likelihood (REML) algorithm. Overall 860 claw trimming records of 716 dairy cows were included in this study. The claw morphometric data were collected after functional trimming between 2012 and 2017. The conformation of claws was evaluated based on eight parameters (angle, length, heel depth, height, diagonal, width, total and functional areas) by digital image analysis and NIS Elements 3.0 software. The heritability of those traits was estimated using a single trait animal model including fixed effects of herd-year-season, stage of lactation and sire. Both of applied approaches indicated low or moderate level of heritability across analysed traits, in average 0.28 ±0.08 (REML) resp. 0.22 ±0.09 (Bayesian). The highest heritability was found for diagonal of claw (0.41), while the lowest one was observed for the total area of claw (0.18) and the claw height (0.12) based on the REML algorithm and Bayesian approach, respectively. The study confirmed previous assumption that the claw conformation traits are inherited in low or moderate mode. Future analysis of genetic correlations between them can be beneficial for construction of new selection indices, better responding to today’s welfare requests and use of new generation indicators made possible.https://jcea.agr.hr/articles/773469_Estimation_of_heritability_for_claw_traits_in_Holstein_cattle_using_Bayesian_and_REML_approaches_en.pdfclaw healthdairy cattleheritability estimationmorphometric parameters
collection DOAJ
language Bulgarian
format Article
sources DOAJ
author Radovan Kasarda
Michal Vlček
Juraj Candrák
Nina Moravčíková
spellingShingle Radovan Kasarda
Michal Vlček
Juraj Candrák
Nina Moravčíková
Estimation of heritability for claw traits in Holstein cattle using Bayesian and REML approaches
Journal of Central European Agriculture
claw health
dairy cattle
heritability estimation
morphometric parameters
author_facet Radovan Kasarda
Michal Vlček
Juraj Candrák
Nina Moravčíková
author_sort Radovan Kasarda
title Estimation of heritability for claw traits in Holstein cattle using Bayesian and REML approaches
title_short Estimation of heritability for claw traits in Holstein cattle using Bayesian and REML approaches
title_full Estimation of heritability for claw traits in Holstein cattle using Bayesian and REML approaches
title_fullStr Estimation of heritability for claw traits in Holstein cattle using Bayesian and REML approaches
title_full_unstemmed Estimation of heritability for claw traits in Holstein cattle using Bayesian and REML approaches
title_sort estimation of heritability for claw traits in holstein cattle using bayesian and reml approaches
publisher University of Zagreb, Faculty of Agriculture
series Journal of Central European Agriculture
issn 1332-9049
publishDate 2018-12-01
description The aim of this study was to estimate the heritability of claw conformation traits in Slovak Holstein cattle by using two approaches: the Bayesian method and the restricted maximum likelihood (REML) algorithm. Overall 860 claw trimming records of 716 dairy cows were included in this study. The claw morphometric data were collected after functional trimming between 2012 and 2017. The conformation of claws was evaluated based on eight parameters (angle, length, heel depth, height, diagonal, width, total and functional areas) by digital image analysis and NIS Elements 3.0 software. The heritability of those traits was estimated using a single trait animal model including fixed effects of herd-year-season, stage of lactation and sire. Both of applied approaches indicated low or moderate level of heritability across analysed traits, in average 0.28 ±0.08 (REML) resp. 0.22 ±0.09 (Bayesian). The highest heritability was found for diagonal of claw (0.41), while the lowest one was observed for the total area of claw (0.18) and the claw height (0.12) based on the REML algorithm and Bayesian approach, respectively. The study confirmed previous assumption that the claw conformation traits are inherited in low or moderate mode. Future analysis of genetic correlations between them can be beneficial for construction of new selection indices, better responding to today’s welfare requests and use of new generation indicators made possible.
topic claw health
dairy cattle
heritability estimation
morphometric parameters
url https://jcea.agr.hr/articles/773469_Estimation_of_heritability_for_claw_traits_in_Holstein_cattle_using_Bayesian_and_REML_approaches_en.pdf
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