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Factor Analysis of Linear Type Traits and Their Relation with Longevity in Brazilian Holstein Cattle

In this study we aimed to evaluate the reduction in dimensionality of 20 linear type traits and more final score in 14,943 Holstein cows in Brazil using factor analysis, and indicate their relationship with longevity and 305 d first lactation milk production. Low partial correlations (−0.19 to 0.38)...

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Autores principales: Kern, Elisandra Lurdes, Cobuci, Jaime Araújo, Costa, Cláudio Napolis, Pimentel, Concepta Margaret McManus
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Asian-Australasian Association of Animal Production Societies (AAAP) and Korean Society of Animal Science and Technology (KSAST) 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4093181/
https://www.ncbi.nlm.nih.gov/pubmed/25050015
http://dx.doi.org/10.5713/ajas.2013.13817
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author Kern, Elisandra Lurdes
Cobuci, Jaime Araújo
Costa, Cláudio Napolis
Pimentel, Concepta Margaret McManus
author_facet Kern, Elisandra Lurdes
Cobuci, Jaime Araújo
Costa, Cláudio Napolis
Pimentel, Concepta Margaret McManus
author_sort Kern, Elisandra Lurdes
collection PubMed
description In this study we aimed to evaluate the reduction in dimensionality of 20 linear type traits and more final score in 14,943 Holstein cows in Brazil using factor analysis, and indicate their relationship with longevity and 305 d first lactation milk production. Low partial correlations (−0.19 to 0.38), the medium to high Kaiser sampling mean (0.79) and the significance of the Bartlett sphericity test (p<0.001), indicated correlations between type traits and the suitability of these data for a factor analysis, after the elimination of seven traits. Two factors had autovalues greater than one. The first included width and height of posterior udder, udder texture, udder cleft, loin strength, bone quality and final score. The second included stature, top line, chest width, body depth, fore udder attachment, angularity and final score. The linear regression of the factors on several measures of longevity and 305 d milk production showed that selection considering only the first factor should lead to improvements in longevity and 305 milk production.
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spelling pubmed-40931812014-07-21 Factor Analysis of Linear Type Traits and Their Relation with Longevity in Brazilian Holstein Cattle Kern, Elisandra Lurdes Cobuci, Jaime Araújo Costa, Cláudio Napolis Pimentel, Concepta Margaret McManus Asian-Australas J Anim Sci Article In this study we aimed to evaluate the reduction in dimensionality of 20 linear type traits and more final score in 14,943 Holstein cows in Brazil using factor analysis, and indicate their relationship with longevity and 305 d first lactation milk production. Low partial correlations (−0.19 to 0.38), the medium to high Kaiser sampling mean (0.79) and the significance of the Bartlett sphericity test (p<0.001), indicated correlations between type traits and the suitability of these data for a factor analysis, after the elimination of seven traits. Two factors had autovalues greater than one. The first included width and height of posterior udder, udder texture, udder cleft, loin strength, bone quality and final score. The second included stature, top line, chest width, body depth, fore udder attachment, angularity and final score. The linear regression of the factors on several measures of longevity and 305 d milk production showed that selection considering only the first factor should lead to improvements in longevity and 305 milk production. Asian-Australasian Association of Animal Production Societies (AAAP) and Korean Society of Animal Science and Technology (KSAST) 2014-06 /pmc/articles/PMC4093181/ /pubmed/25050015 http://dx.doi.org/10.5713/ajas.2013.13817 Text en Copyright © 2014 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/3.0/ which permits unrestricted noncommercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Article
Kern, Elisandra Lurdes
Cobuci, Jaime Araújo
Costa, Cláudio Napolis
Pimentel, Concepta Margaret McManus
Factor Analysis of Linear Type Traits and Their Relation with Longevity in Brazilian Holstein Cattle
title Factor Analysis of Linear Type Traits and Their Relation with Longevity in Brazilian Holstein Cattle
title_full Factor Analysis of Linear Type Traits and Their Relation with Longevity in Brazilian Holstein Cattle
title_fullStr Factor Analysis of Linear Type Traits and Their Relation with Longevity in Brazilian Holstein Cattle
title_full_unstemmed Factor Analysis of Linear Type Traits and Their Relation with Longevity in Brazilian Holstein Cattle
title_short Factor Analysis of Linear Type Traits and Their Relation with Longevity in Brazilian Holstein Cattle
title_sort factor analysis of linear type traits and their relation with longevity in brazilian holstein cattle
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4093181/
https://www.ncbi.nlm.nih.gov/pubmed/25050015
http://dx.doi.org/10.5713/ajas.2013.13817
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