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Multivariate analysis of body morphometric traits in conjunction with performance of reproduction and milk traits in crossbred progeny of Murrah × Jafarabadi buffalo (Bubalus bubalis) in North-Eastern Brazil

We studied the relationship between body morphometric traits, and their underlying association with milk production (MP), lactation length (LL), first calving interval (FCI) and subsequent calving interval (CI) of crossbred progeny of Murrah × Jafarabadi buffalo aiming to assist in selection program...

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Autores principales: Araújo de Melo, Breno, de Gusmão Couto, Alberto, de Lima Silva, Fabiane, Hongyu, Kuang, Teodózio de Araújo, Filipe Chagas, Mesquita da Silva, Sybelle Georgia, Santos Rios, Raisa Rodrigues, dos Santos, Micheline Thais, Fraga, Angelina Bossi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7173789/
https://www.ncbi.nlm.nih.gov/pubmed/32315344
http://dx.doi.org/10.1371/journal.pone.0231407
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author Araújo de Melo, Breno
de Gusmão Couto, Alberto
de Lima Silva, Fabiane
Hongyu, Kuang
Teodózio de Araújo, Filipe Chagas
Mesquita da Silva, Sybelle Georgia
Santos Rios, Raisa Rodrigues
dos Santos, Micheline Thais
Fraga, Angelina Bossi
author_facet Araújo de Melo, Breno
de Gusmão Couto, Alberto
de Lima Silva, Fabiane
Hongyu, Kuang
Teodózio de Araújo, Filipe Chagas
Mesquita da Silva, Sybelle Georgia
Santos Rios, Raisa Rodrigues
dos Santos, Micheline Thais
Fraga, Angelina Bossi
author_sort Araújo de Melo, Breno
collection PubMed
description We studied the relationship between body morphometric traits, and their underlying association with milk production (MP), lactation length (LL), first calving interval (FCI) and subsequent calving interval (CI) of crossbred progeny of Murrah × Jafarabadi buffalo aiming to assist in selection programs. We carried out principal component analysis (PCA) of the body morphometric traits, which include breast width (BW), thigh width (THW), hip width (HW), rump width (RW), rump length (RL), body depth (BD), body length (BL), height withers (HEW), rear height (RH), shoulder width (SW), thorax width (TW), loin width (LW), distance from the head to ischium (DHI), and thoracic perimeter (TP). We determined the association of morphometric traits with milk/reproduction traits using canonical correlation analysis (CCA). The analysis revealed that the first six PCA accounted for 82.14% of the total observed variation, and the traits THW, HW, TW, LW, RW, HEW, TP, RH, and BW, accounted for almost half (48.00%) of the total variance indicating a higher contribution in body structural conformation. The first canonical function was significant (p<0.05), accounted for 72.46% of the total variance, and the canonical correlation was 0.56, indicating the dependence between both groups of traits. Higher canonical loadings were obtained for LL (0.49), FCI (0.46), BW (-0.71), BL (-0.56), DHI (-0.34), HEW, (-0.38) and TP (-0.50). These traits were most important for the derivation of canonical statistical variables, and presented a higher canonical correlations (r) between the dependent (LL/FCI) and independent (BW, BL, DHI, HEW and TP) groups. The results could suggest that the body morphometric traits THW, HW, TW, LW, RW, HEW, BD, TP, RH, and BW could play important role in body structural composition, indicating a suitable functional type, and aid designing of selection programs for buffalo breeding.
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spelling pubmed-71737892020-04-27 Multivariate analysis of body morphometric traits in conjunction with performance of reproduction and milk traits in crossbred progeny of Murrah × Jafarabadi buffalo (Bubalus bubalis) in North-Eastern Brazil Araújo de Melo, Breno de Gusmão Couto, Alberto de Lima Silva, Fabiane Hongyu, Kuang Teodózio de Araújo, Filipe Chagas Mesquita da Silva, Sybelle Georgia Santos Rios, Raisa Rodrigues dos Santos, Micheline Thais Fraga, Angelina Bossi PLoS One Research Article We studied the relationship between body morphometric traits, and their underlying association with milk production (MP), lactation length (LL), first calving interval (FCI) and subsequent calving interval (CI) of crossbred progeny of Murrah × Jafarabadi buffalo aiming to assist in selection programs. We carried out principal component analysis (PCA) of the body morphometric traits, which include breast width (BW), thigh width (THW), hip width (HW), rump width (RW), rump length (RL), body depth (BD), body length (BL), height withers (HEW), rear height (RH), shoulder width (SW), thorax width (TW), loin width (LW), distance from the head to ischium (DHI), and thoracic perimeter (TP). We determined the association of morphometric traits with milk/reproduction traits using canonical correlation analysis (CCA). The analysis revealed that the first six PCA accounted for 82.14% of the total observed variation, and the traits THW, HW, TW, LW, RW, HEW, TP, RH, and BW, accounted for almost half (48.00%) of the total variance indicating a higher contribution in body structural conformation. The first canonical function was significant (p<0.05), accounted for 72.46% of the total variance, and the canonical correlation was 0.56, indicating the dependence between both groups of traits. Higher canonical loadings were obtained for LL (0.49), FCI (0.46), BW (-0.71), BL (-0.56), DHI (-0.34), HEW, (-0.38) and TP (-0.50). These traits were most important for the derivation of canonical statistical variables, and presented a higher canonical correlations (r) between the dependent (LL/FCI) and independent (BW, BL, DHI, HEW and TP) groups. The results could suggest that the body morphometric traits THW, HW, TW, LW, RW, HEW, BD, TP, RH, and BW could play important role in body structural composition, indicating a suitable functional type, and aid designing of selection programs for buffalo breeding. Public Library of Science 2020-04-21 /pmc/articles/PMC7173789/ /pubmed/32315344 http://dx.doi.org/10.1371/journal.pone.0231407 Text en © 2020 Araújo de Melo et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Araújo de Melo, Breno
de Gusmão Couto, Alberto
de Lima Silva, Fabiane
Hongyu, Kuang
Teodózio de Araújo, Filipe Chagas
Mesquita da Silva, Sybelle Georgia
Santos Rios, Raisa Rodrigues
dos Santos, Micheline Thais
Fraga, Angelina Bossi
Multivariate analysis of body morphometric traits in conjunction with performance of reproduction and milk traits in crossbred progeny of Murrah × Jafarabadi buffalo (Bubalus bubalis) in North-Eastern Brazil
title Multivariate analysis of body morphometric traits in conjunction with performance of reproduction and milk traits in crossbred progeny of Murrah × Jafarabadi buffalo (Bubalus bubalis) in North-Eastern Brazil
title_full Multivariate analysis of body morphometric traits in conjunction with performance of reproduction and milk traits in crossbred progeny of Murrah × Jafarabadi buffalo (Bubalus bubalis) in North-Eastern Brazil
title_fullStr Multivariate analysis of body morphometric traits in conjunction with performance of reproduction and milk traits in crossbred progeny of Murrah × Jafarabadi buffalo (Bubalus bubalis) in North-Eastern Brazil
title_full_unstemmed Multivariate analysis of body morphometric traits in conjunction with performance of reproduction and milk traits in crossbred progeny of Murrah × Jafarabadi buffalo (Bubalus bubalis) in North-Eastern Brazil
title_short Multivariate analysis of body morphometric traits in conjunction with performance of reproduction and milk traits in crossbred progeny of Murrah × Jafarabadi buffalo (Bubalus bubalis) in North-Eastern Brazil
title_sort multivariate analysis of body morphometric traits in conjunction with performance of reproduction and milk traits in crossbred progeny of murrah × jafarabadi buffalo (bubalus bubalis) in north-eastern brazil
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7173789/
https://www.ncbi.nlm.nih.gov/pubmed/32315344
http://dx.doi.org/10.1371/journal.pone.0231407
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