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Heritability of longevity in Large White and Landrace sows using continuous time and grouped data models

BACKGROUND: Using conventional measurements of lifetime, it is not possible to differentiate between productive and non-productive days during a sow's lifetime and this can lead to estimated breeding values favoring less productive animals. By rescaling the time axis from continuous to several...

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Autores principales: Mészáros, Gábor, Pálos, Judit, Ducrocq, Vincent, Sölkner, Johann
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2010
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2879236/
https://www.ncbi.nlm.nih.gov/pubmed/20465803
http://dx.doi.org/10.1186/1297-9686-42-13
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author Mészáros, Gábor
Pálos, Judit
Ducrocq, Vincent
Sölkner, Johann
author_facet Mészáros, Gábor
Pálos, Judit
Ducrocq, Vincent
Sölkner, Johann
author_sort Mészáros, Gábor
collection PubMed
description BACKGROUND: Using conventional measurements of lifetime, it is not possible to differentiate between productive and non-productive days during a sow's lifetime and this can lead to estimated breeding values favoring less productive animals. By rescaling the time axis from continuous to several discrete classes, grouped survival data (discrete survival time) models can be used instead. METHODS: The productive life length of 12319 Large White and 9833 Landrace sows was analyzed with continuous scale and grouped data models. Random effect of herd*year, fixed effects of interaction between parity and relative number of piglets, age at first farrowing and annual herd size change were included in the analysis. The genetic component was estimated from sire, sire-maternal grandsire, sire-dam, sire-maternal grandsire and animal models, and the heritabilities computed for each model type in both breeds. RESULTS: If age at first farrowing was under 43 weeks or above 60 weeks, the risk of culling sows increased. An interaction between parity and relative litter size was observed, expressed by limited culling during first parity and severe risk increase of culling sows having small litters later in life. In the Landrace breed, heritabilities ranged between 0.05 and 0.08 (s.e. 0.014-0.020) for the continuous and between 0.07 and 0.11 (s.e. 0.016-0.023) for the grouped data models, and in the Large White breed, they ranged between 0.08 and 0.14 (s.e. 0.012-0.026) for the continuous and between 0.08 and 0.13 (s.e. 0.012-0.025) for the grouped data models. CONCLUSIONS: Heritabilities for length of productive life were similar with continuous time and grouped data models in both breeds. Based on these results and because grouped data models better reflect the economical needs in meat animals, we conclude that grouped data models are more appropriate in pig.
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spelling pubmed-28792362010-06-02 Heritability of longevity in Large White and Landrace sows using continuous time and grouped data models Mészáros, Gábor Pálos, Judit Ducrocq, Vincent Sölkner, Johann Genet Sel Evol Research BACKGROUND: Using conventional measurements of lifetime, it is not possible to differentiate between productive and non-productive days during a sow's lifetime and this can lead to estimated breeding values favoring less productive animals. By rescaling the time axis from continuous to several discrete classes, grouped survival data (discrete survival time) models can be used instead. METHODS: The productive life length of 12319 Large White and 9833 Landrace sows was analyzed with continuous scale and grouped data models. Random effect of herd*year, fixed effects of interaction between parity and relative number of piglets, age at first farrowing and annual herd size change were included in the analysis. The genetic component was estimated from sire, sire-maternal grandsire, sire-dam, sire-maternal grandsire and animal models, and the heritabilities computed for each model type in both breeds. RESULTS: If age at first farrowing was under 43 weeks or above 60 weeks, the risk of culling sows increased. An interaction between parity and relative litter size was observed, expressed by limited culling during first parity and severe risk increase of culling sows having small litters later in life. In the Landrace breed, heritabilities ranged between 0.05 and 0.08 (s.e. 0.014-0.020) for the continuous and between 0.07 and 0.11 (s.e. 0.016-0.023) for the grouped data models, and in the Large White breed, they ranged between 0.08 and 0.14 (s.e. 0.012-0.026) for the continuous and between 0.08 and 0.13 (s.e. 0.012-0.025) for the grouped data models. CONCLUSIONS: Heritabilities for length of productive life were similar with continuous time and grouped data models in both breeds. Based on these results and because grouped data models better reflect the economical needs in meat animals, we conclude that grouped data models are more appropriate in pig. BioMed Central 2010-05-13 /pmc/articles/PMC2879236/ /pubmed/20465803 http://dx.doi.org/10.1186/1297-9686-42-13 Text en Copyright ©2010 Mészáros et al; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research
Mészáros, Gábor
Pálos, Judit
Ducrocq, Vincent
Sölkner, Johann
Heritability of longevity in Large White and Landrace sows using continuous time and grouped data models
title Heritability of longevity in Large White and Landrace sows using continuous time and grouped data models
title_full Heritability of longevity in Large White and Landrace sows using continuous time and grouped data models
title_fullStr Heritability of longevity in Large White and Landrace sows using continuous time and grouped data models
title_full_unstemmed Heritability of longevity in Large White and Landrace sows using continuous time and grouped data models
title_short Heritability of longevity in Large White and Landrace sows using continuous time and grouped data models
title_sort heritability of longevity in large white and landrace sows using continuous time and grouped data models
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2879236/
https://www.ncbi.nlm.nih.gov/pubmed/20465803
http://dx.doi.org/10.1186/1297-9686-42-13
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