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Estimation of genetic parameters of the productive and reproductive traits in Ethiopian Holstein using multi-trait models
OBJECTIVE: This study estimated the genetic parameters for productive and reproductive traits. METHODS: The data included production and reproduction records of animals that have calved between 1979 and 2013. The genetic parameters were estimated using multivariate mixed models (DMU) package, fittin...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Asian-Australasian Association of Animal Production Societies (AAAP) and Korean Society of Animal Science and Technology (KSAST)
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5666189/ https://www.ncbi.nlm.nih.gov/pubmed/28728362 http://dx.doi.org/10.5713/ajas.17.0198 |
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author | Ayalew, Wondossen Aliy, Mohammed Negussie, Enyew |
author_facet | Ayalew, Wondossen Aliy, Mohammed Negussie, Enyew |
author_sort | Ayalew, Wondossen |
collection | PubMed |
description | OBJECTIVE: This study estimated the genetic parameters for productive and reproductive traits. METHODS: The data included production and reproduction records of animals that have calved between 1979 and 2013. The genetic parameters were estimated using multivariate mixed models (DMU) package, fitting univariate and multivariate mixed models with average information restricted maximum likelihood algorithm. RESULTS: The estimates of heritability for milk production traits from the first three lactation records were 0.03±0.03 for lactation length (LL), 0.17±0.04 for lactation milk yield (LMY), and 0.15±0.04 for 305 days milk yield (305-d MY). For reproductive traits the heritability estimates were, 0.09±0.03 for days open (DO), 0.11±0.04 for calving interval (CI), and 0.47±0.06 for age at first calving (AFC). The repeatability estimates for production traits were 0.12±0.02, for LL, 0.39±0.02 for LMY, and 0.25±0.02 for 305-d MY. For reproductive traits the estimates of repeatability were 0.19±0.02 for DO, and to 0.23±0.02 for CI. The phenotypic correlations between production and reproduction traits ranged from 0.08±0.04 for LL and AFC to 0.42±0.02 for LL and DO. The genetic correlation among production traits were generally high (>0.7) and between reproductive traits the estimates ranged from 0.06±0.13 for AFC and DO to 0.99±0.01 between CI and DO. Genetic correlations of productive traits with reproductive traits were ranged from −0.02 to 0.99. CONCLUSION: The high heritability estimates observed for AFC indicated that reasonable genetic improvement for this trait might be possible through selection. The h(2) and r estimates for reproductive traits were slightly different from single versus multi-trait analyses of reproductive traits with production traits. As single-trait method is biased due to selection on milk yield, a multi-trait evaluation of fertility with milk yield is recommended. |
format | Online Article Text |
id | pubmed-5666189 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Asian-Australasian Association of Animal Production Societies (AAAP) and Korean Society of Animal Science and Technology (KSAST) |
record_format | MEDLINE/PubMed |
spelling | pubmed-56661892017-11-13 Estimation of genetic parameters of the productive and reproductive traits in Ethiopian Holstein using multi-trait models Ayalew, Wondossen Aliy, Mohammed Negussie, Enyew Asian-Australas J Anim Sci Article OBJECTIVE: This study estimated the genetic parameters for productive and reproductive traits. METHODS: The data included production and reproduction records of animals that have calved between 1979 and 2013. The genetic parameters were estimated using multivariate mixed models (DMU) package, fitting univariate and multivariate mixed models with average information restricted maximum likelihood algorithm. RESULTS: The estimates of heritability for milk production traits from the first three lactation records were 0.03±0.03 for lactation length (LL), 0.17±0.04 for lactation milk yield (LMY), and 0.15±0.04 for 305 days milk yield (305-d MY). For reproductive traits the heritability estimates were, 0.09±0.03 for days open (DO), 0.11±0.04 for calving interval (CI), and 0.47±0.06 for age at first calving (AFC). The repeatability estimates for production traits were 0.12±0.02, for LL, 0.39±0.02 for LMY, and 0.25±0.02 for 305-d MY. For reproductive traits the estimates of repeatability were 0.19±0.02 for DO, and to 0.23±0.02 for CI. The phenotypic correlations between production and reproduction traits ranged from 0.08±0.04 for LL and AFC to 0.42±0.02 for LL and DO. The genetic correlation among production traits were generally high (>0.7) and between reproductive traits the estimates ranged from 0.06±0.13 for AFC and DO to 0.99±0.01 between CI and DO. Genetic correlations of productive traits with reproductive traits were ranged from −0.02 to 0.99. CONCLUSION: The high heritability estimates observed for AFC indicated that reasonable genetic improvement for this trait might be possible through selection. The h(2) and r estimates for reproductive traits were slightly different from single versus multi-trait analyses of reproductive traits with production traits. As single-trait method is biased due to selection on milk yield, a multi-trait evaluation of fertility with milk yield is recommended. Asian-Australasian Association of Animal Production Societies (AAAP) and Korean Society of Animal Science and Technology (KSAST) 2017-11 2017-06-27 /pmc/articles/PMC5666189/ /pubmed/28728362 http://dx.doi.org/10.5713/ajas.17.0198 Text en Copyright © 2017 by Asian-Australasian Journal of Animal Sciences This is an open-access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/), which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Article Ayalew, Wondossen Aliy, Mohammed Negussie, Enyew Estimation of genetic parameters of the productive and reproductive traits in Ethiopian Holstein using multi-trait models |
title | Estimation of genetic parameters of the productive and reproductive traits in Ethiopian Holstein using multi-trait models |
title_full | Estimation of genetic parameters of the productive and reproductive traits in Ethiopian Holstein using multi-trait models |
title_fullStr | Estimation of genetic parameters of the productive and reproductive traits in Ethiopian Holstein using multi-trait models |
title_full_unstemmed | Estimation of genetic parameters of the productive and reproductive traits in Ethiopian Holstein using multi-trait models |
title_short | Estimation of genetic parameters of the productive and reproductive traits in Ethiopian Holstein using multi-trait models |
title_sort | estimation of genetic parameters of the productive and reproductive traits in ethiopian holstein using multi-trait models |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5666189/ https://www.ncbi.nlm.nih.gov/pubmed/28728362 http://dx.doi.org/10.5713/ajas.17.0198 |
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