Cargando…
Variance components for survival of piglets at farrowing using a reduced animal model
Farrowing survival is usually analysed as a trait of the sow, but this precludes estimation of any direct genetic effects associated with individual piglets. In order to estimate these effects, which are particularly important for sire lines, it is necessary to fit an animal model. However this can...
Autores principales: | , , , |
---|---|
Formato: | Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2006
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2689290/ https://www.ncbi.nlm.nih.gov/pubmed/16790227 http://dx.doi.org/10.1186/1297-9686-38-4-359 |
_version_ | 1782167779739172864 |
---|---|
author | White, Ian MS Roehe, Rainer Knap, Pieter W Brotherstone, Sue |
author_facet | White, Ian MS Roehe, Rainer Knap, Pieter W Brotherstone, Sue |
author_sort | White, Ian MS |
collection | PubMed |
description | Farrowing survival is usually analysed as a trait of the sow, but this precludes estimation of any direct genetic effects associated with individual piglets. In order to estimate these effects, which are particularly important for sire lines, it is necessary to fit an animal model. However this can be computationally very demanding. We show how direct and maternal genetic effects can be estimated with a simpler analysis based on the reduced animal model and we illustrate the method using farrowing survival information on 118 193 piglets in 10 314 litters. We achieve a 30% reduction in computing time and a 70% reduction in memory use, with no important loss of accuracy. This use of the reduced animal model is not only of interest for pig breeding but also for poultry and fish breeding where large full-sib families are performance tested. |
format | Text |
id | pubmed-2689290 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2006 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-26892902009-06-02 Variance components for survival of piglets at farrowing using a reduced animal model White, Ian MS Roehe, Rainer Knap, Pieter W Brotherstone, Sue Genet Sel Evol Research Farrowing survival is usually analysed as a trait of the sow, but this precludes estimation of any direct genetic effects associated with individual piglets. In order to estimate these effects, which are particularly important for sire lines, it is necessary to fit an animal model. However this can be computationally very demanding. We show how direct and maternal genetic effects can be estimated with a simpler analysis based on the reduced animal model and we illustrate the method using farrowing survival information on 118 193 piglets in 10 314 litters. We achieve a 30% reduction in computing time and a 70% reduction in memory use, with no important loss of accuracy. This use of the reduced animal model is not only of interest for pig breeding but also for poultry and fish breeding where large full-sib families are performance tested. BioMed Central 2006-06-23 /pmc/articles/PMC2689290/ /pubmed/16790227 http://dx.doi.org/10.1186/1297-9686-38-4-359 Text en Copyright © 2006 INRA, EDP Sciences |
spellingShingle | Research White, Ian MS Roehe, Rainer Knap, Pieter W Brotherstone, Sue Variance components for survival of piglets at farrowing using a reduced animal model |
title | Variance components for survival of piglets at farrowing using a reduced animal model |
title_full | Variance components for survival of piglets at farrowing using a reduced animal model |
title_fullStr | Variance components for survival of piglets at farrowing using a reduced animal model |
title_full_unstemmed | Variance components for survival of piglets at farrowing using a reduced animal model |
title_short | Variance components for survival of piglets at farrowing using a reduced animal model |
title_sort | variance components for survival of piglets at farrowing using a reduced animal model |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2689290/ https://www.ncbi.nlm.nih.gov/pubmed/16790227 http://dx.doi.org/10.1186/1297-9686-38-4-359 |
work_keys_str_mv | AT whiteianms variancecomponentsforsurvivalofpigletsatfarrowingusingareducedanimalmodel AT roeherainer variancecomponentsforsurvivalofpigletsatfarrowingusingareducedanimalmodel AT knappieterw variancecomponentsforsurvivalofpigletsatfarrowingusingareducedanimalmodel AT brotherstonesue variancecomponentsforsurvivalofpigletsatfarrowingusingareducedanimalmodel |