Partitioning the efficiency of utilization of amino acids in growing broilers: Multiple linear regression and multivariate approaches

Detalhes bibliográficos
Autor(a) principal: De Paula Reis, Matheus [UNESP]
Data de Publicação: 2018
Outros Autores: Sakomura, Nilva Kazue [UNESP], Teixeira, Izabelle A.M.A. [UNESP], da Silva, Edney Pereira [UNESP], Kebreab, Ermias
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://dx.doi.org/10.1371/journal.pone.0208488
http://hdl.handle.net/11449/189961
Resumo: Determining the efficiency of amino acid (AA) utilization in growing animals is crucial to estimate their requirement accurately. In broiler chickens, the composition of AA in feather is different from feather-free body and the proportion of feathers will change along broiler’s growth, which may impact the efficiency of utilization on AA consumed. Therefore, in order to establish a method that predicts the efficiency of utilization for feather-free body and feather, two approaches were evaluated: a multiple linear regression and a multivariate analysis. Additionally, a new factorial model was proposed to predict AA requirements in broiler chickens. Data from 13 trials that evaluated the requirements for lysine (Lys), sulphur AA (SAA), threonine (Thr), and valine (Val) in male broilers were used for the analyses. Both methods of analysis were consistent in showing that the efficiency of utilization in feather-free body and feather were different. Using multiple linear regression, the values of efficiency of utilization estimated in feather-free body were 0.68, 0.72, 0.81, 0.79 (mg of amino acid deposited / mg of amino acid consumed above maintenance) and in feather were 0.58, 0.77, 0.78, and 1.57 (mg/mg) for Lys, SAA, Thr, and Val, respectively. Applying the multivariate approach, the corresponding predicted values were 0.68, 0.67, 4.23, 0.27 (mg/mg) in feather-free body and 1.16, 0.86, 0.16, and 1.10 (mg/mg) in feather, respectively. According to the results, efficiency of utilization may be related, to some extent, on the concentration determined in each tissue. The uncertainty around the amount of AA consumed for gain directed to feather-free body or feather deposition could be a limitation for multivariate analyses. The results indicated that multiple linear regression predictions may be better estimates of utilization efficiency. However, more studies are needed to elucidate the effect of age on deposition and partitioning of dietary AA in different parts of the broiler.
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spelling Partitioning the efficiency of utilization of amino acids in growing broilers: Multiple linear regression and multivariate approachesDetermining the efficiency of amino acid (AA) utilization in growing animals is crucial to estimate their requirement accurately. In broiler chickens, the composition of AA in feather is different from feather-free body and the proportion of feathers will change along broiler’s growth, which may impact the efficiency of utilization on AA consumed. Therefore, in order to establish a method that predicts the efficiency of utilization for feather-free body and feather, two approaches were evaluated: a multiple linear regression and a multivariate analysis. Additionally, a new factorial model was proposed to predict AA requirements in broiler chickens. Data from 13 trials that evaluated the requirements for lysine (Lys), sulphur AA (SAA), threonine (Thr), and valine (Val) in male broilers were used for the analyses. Both methods of analysis were consistent in showing that the efficiency of utilization in feather-free body and feather were different. Using multiple linear regression, the values of efficiency of utilization estimated in feather-free body were 0.68, 0.72, 0.81, 0.79 (mg of amino acid deposited / mg of amino acid consumed above maintenance) and in feather were 0.58, 0.77, 0.78, and 1.57 (mg/mg) for Lys, SAA, Thr, and Val, respectively. Applying the multivariate approach, the corresponding predicted values were 0.68, 0.67, 4.23, 0.27 (mg/mg) in feather-free body and 1.16, 0.86, 0.16, and 1.10 (mg/mg) in feather, respectively. According to the results, efficiency of utilization may be related, to some extent, on the concentration determined in each tissue. The uncertainty around the amount of AA consumed for gain directed to feather-free body or feather deposition could be a limitation for multivariate analyses. The results indicated that multiple linear regression predictions may be better estimates of utilization efficiency. However, more studies are needed to elucidate the effect of age on deposition and partitioning of dietary AA in different parts of the broiler.Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)Universidade Estadual Paulista (Unesp) Faculdade de Ciências Agrárias e VeterináriasDepartment of Animal Science University of CaliforniaUniversidade Estadual Paulista (Unesp) Faculdade de Ciências Agrárias e VeterináriasFAPESP: 2013/25761-4FAPESP: 2015/50444-8FAPESP: 2016/ 11172-5Universidade Estadual Paulista (Unesp)University of CaliforniaDe Paula Reis, Matheus [UNESP]Sakomura, Nilva Kazue [UNESP]Teixeira, Izabelle A.M.A. [UNESP]da Silva, Edney Pereira [UNESP]Kebreab, Ermias2019-10-06T16:57:47Z2019-10-06T16:57:47Z2018-12-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttp://dx.doi.org/10.1371/journal.pone.0208488PLoS ONE, v. 13, n. 12, 2018.1932-6203http://hdl.handle.net/11449/18996110.1371/journal.pone.02084882-s2.0-850584354136152329000274858Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengPLoS ONEinfo:eu-repo/semantics/openAccess2024-06-07T18:45:09Zoai:repositorio.unesp.br:11449/189961Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462024-08-06T00:14:33.237229Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv Partitioning the efficiency of utilization of amino acids in growing broilers: Multiple linear regression and multivariate approaches
title Partitioning the efficiency of utilization of amino acids in growing broilers: Multiple linear regression and multivariate approaches
spellingShingle Partitioning the efficiency of utilization of amino acids in growing broilers: Multiple linear regression and multivariate approaches
De Paula Reis, Matheus [UNESP]
title_short Partitioning the efficiency of utilization of amino acids in growing broilers: Multiple linear regression and multivariate approaches
title_full Partitioning the efficiency of utilization of amino acids in growing broilers: Multiple linear regression and multivariate approaches
title_fullStr Partitioning the efficiency of utilization of amino acids in growing broilers: Multiple linear regression and multivariate approaches
title_full_unstemmed Partitioning the efficiency of utilization of amino acids in growing broilers: Multiple linear regression and multivariate approaches
title_sort Partitioning the efficiency of utilization of amino acids in growing broilers: Multiple linear regression and multivariate approaches
author De Paula Reis, Matheus [UNESP]
author_facet De Paula Reis, Matheus [UNESP]
Sakomura, Nilva Kazue [UNESP]
Teixeira, Izabelle A.M.A. [UNESP]
da Silva, Edney Pereira [UNESP]
Kebreab, Ermias
author_role author
author2 Sakomura, Nilva Kazue [UNESP]
Teixeira, Izabelle A.M.A. [UNESP]
da Silva, Edney Pereira [UNESP]
Kebreab, Ermias
author2_role author
author
author
author
dc.contributor.none.fl_str_mv Universidade Estadual Paulista (Unesp)
University of California
dc.contributor.author.fl_str_mv De Paula Reis, Matheus [UNESP]
Sakomura, Nilva Kazue [UNESP]
Teixeira, Izabelle A.M.A. [UNESP]
da Silva, Edney Pereira [UNESP]
Kebreab, Ermias
description Determining the efficiency of amino acid (AA) utilization in growing animals is crucial to estimate their requirement accurately. In broiler chickens, the composition of AA in feather is different from feather-free body and the proportion of feathers will change along broiler’s growth, which may impact the efficiency of utilization on AA consumed. Therefore, in order to establish a method that predicts the efficiency of utilization for feather-free body and feather, two approaches were evaluated: a multiple linear regression and a multivariate analysis. Additionally, a new factorial model was proposed to predict AA requirements in broiler chickens. Data from 13 trials that evaluated the requirements for lysine (Lys), sulphur AA (SAA), threonine (Thr), and valine (Val) in male broilers were used for the analyses. Both methods of analysis were consistent in showing that the efficiency of utilization in feather-free body and feather were different. Using multiple linear regression, the values of efficiency of utilization estimated in feather-free body were 0.68, 0.72, 0.81, 0.79 (mg of amino acid deposited / mg of amino acid consumed above maintenance) and in feather were 0.58, 0.77, 0.78, and 1.57 (mg/mg) for Lys, SAA, Thr, and Val, respectively. Applying the multivariate approach, the corresponding predicted values were 0.68, 0.67, 4.23, 0.27 (mg/mg) in feather-free body and 1.16, 0.86, 0.16, and 1.10 (mg/mg) in feather, respectively. According to the results, efficiency of utilization may be related, to some extent, on the concentration determined in each tissue. The uncertainty around the amount of AA consumed for gain directed to feather-free body or feather deposition could be a limitation for multivariate analyses. The results indicated that multiple linear regression predictions may be better estimates of utilization efficiency. However, more studies are needed to elucidate the effect of age on deposition and partitioning of dietary AA in different parts of the broiler.
publishDate 2018
dc.date.none.fl_str_mv 2018-12-01
2019-10-06T16:57:47Z
2019-10-06T16:57:47Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://dx.doi.org/10.1371/journal.pone.0208488
PLoS ONE, v. 13, n. 12, 2018.
1932-6203
http://hdl.handle.net/11449/189961
10.1371/journal.pone.0208488
2-s2.0-85058435413
6152329000274858
url http://dx.doi.org/10.1371/journal.pone.0208488
http://hdl.handle.net/11449/189961
identifier_str_mv PLoS ONE, v. 13, n. 12, 2018.
1932-6203
10.1371/journal.pone.0208488
2-s2.0-85058435413
6152329000274858
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv PLoS ONE
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reponame:Repositório Institucional da UNESP
instname:Universidade Estadual Paulista (UNESP)
instacron:UNESP
instname_str Universidade Estadual Paulista (UNESP)
instacron_str UNESP
institution UNESP
reponame_str Repositório Institucional da UNESP
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