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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)...
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)
2014
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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. |
format | Online Article Text |
id | pubmed-4093181 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Asian-Australasian Association of Animal Production Societies (AAAP) and Korean Society of Animal Science and Technology (KSAST) |
record_format | MEDLINE/PubMed |
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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