Growth curve mixed nonlinear models in quails.

Detalhes bibliográficos
Autor(a) principal: CAMARGO JÚNIOR, R. N. C.
Data de Publicação: 2023
Outros Autores: ARAÚJO, C. V. de, MENEZES, F. L. de, ARAÚJO, S. I., PAVAN, N. L., ROCHA-SILVA, M., SILVA, W. C. da, MARQUES, J. R. F., SILVA, A. G. M. e, CHALKIDIS, H. de M., LOURENÇO JÚNIOR, J. de B.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)
Texto Completo: http://www.alice.cnptia.embrapa.br/alice/handle/doc/1158924
https://doi.org/ 10.1371/journal.pone.0287056
Resumo: Our aim was to evaluate the use and application of different nonlinear mixed models, as well as to compare them with approach in nonlinear fixed models, for describing the growth curve of meat-type quails according to gender. A total of 15,002 and 15,408 records of males and females were used, respectively. The body weights were regressed on age of the animals using nonlinear models (Brody; Gompertz; Logistic, Morgan-Mercer-Flodin, Richards and Von Bertalanffy). All model parameters were considered fixed, whereas parameters related to asymptotic weight and maturity rate were fitted as random effects. The Bayesian Information Criterion was used to find the model of best fit. For both genders, the model that used the Morgan-Mercer-Flodin function with the inclusion of asymptotic weight as a random effect was considered the best-fitting model because it reduced the residual variance and increased the accuracy. Based on the lower absolute growth rate and growth velocity of male quails compared to that of females, it can be inferred that males should be slaughtered later. Given the results of this study, it can contribute to the current knowledge about animal yield, specifically at the best moment to slaughter and, this sense, improv the quality genetic of the populations in time.
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spelling Growth curve mixed nonlinear models in quails.CodornaAbateCoturnix coturnixQuailsNonlinear modelsOur aim was to evaluate the use and application of different nonlinear mixed models, as well as to compare them with approach in nonlinear fixed models, for describing the growth curve of meat-type quails according to gender. A total of 15,002 and 15,408 records of males and females were used, respectively. The body weights were regressed on age of the animals using nonlinear models (Brody; Gompertz; Logistic, Morgan-Mercer-Flodin, Richards and Von Bertalanffy). All model parameters were considered fixed, whereas parameters related to asymptotic weight and maturity rate were fitted as random effects. The Bayesian Information Criterion was used to find the model of best fit. For both genders, the model that used the Morgan-Mercer-Flodin function with the inclusion of asymptotic weight as a random effect was considered the best-fitting model because it reduced the residual variance and increased the accuracy. Based on the lower absolute growth rate and growth velocity of male quails compared to that of females, it can be inferred that males should be slaughtered later. Given the results of this study, it can contribute to the current knowledge about animal yield, specifically at the best moment to slaughter and, this sense, improv the quality genetic of the populations in time.RAIMUNDO NONATO COLARES CAMARGO JÚNIOR, UNIVERSIDADE FEDERAL DO PARÁCLÁUDIO VIEIRA DE ARAÚJO, UNIVERSIDADE FEDERAL DE MATO GROSSOFLÁVIO LUIZ DE MENEZES, UNIVERSIDADE FEDERAL DE MATO GROSSOSIMONE INOE DE ARAÚJO, UNIVERSIDADE FEDERAL DE MATO GROSSONAIANA LETICIA PAVAN, UNIVERSIDADE FEDERAL DE MATO GROSSOMÉRIK ROCHA-SILVA, UNIVERSIDADE FEDERAL DO PIAUÍWELLIGTON CONCEIÇÃO DA SILVA, UNIVERSIDADE FEDERAL DO PARÁJOSE RIBAMAR FELIPE MARQUES, CPATUANDRÉ GUIMARÃES MACIEL E SILVA, UNIVERSIDADE FEDERAL DO PARÁHIPÓCRATES DE MENEZES CHALKIDIS, UNIVERSIDADE DA AMAZÔNIAJOSÉ DE BRITO LOURENÇO JÚNIOR, UNIVERSIDADE FEDERAL DO PARÁ.CAMARGO JÚNIOR, R. N. C.ARAÚJO, C. V. deMENEZES, F. L. deARAÚJO, S. I.PAVAN, N. L.ROCHA-SILVA, M.SILVA, W. C. daMARQUES, J. R. F.SILVA, A. G. M. eCHALKIDIS, H. de M.LOURENÇO JÚNIOR, J. de B.2023-11-30T14:32:30Z2023-11-30T14:32:30Z2023-11-302023info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlePLoS ONE, v. 18, n. 6, p. e0287056, 2023.http://www.alice.cnptia.embrapa.br/alice/handle/doc/1158924https://doi.org/ 10.1371/journal.pone.0287056enginfo:eu-repo/semantics/openAccessreponame:Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)instname:Empresa Brasileira de Pesquisa Agropecuária (Embrapa)instacron:EMBRAPA2023-11-30T14:32:30Zoai:www.alice.cnptia.embrapa.br:doc/1158924Repositório InstitucionalPUBhttps://www.alice.cnptia.embrapa.br/oai/requestopendoar:21542023-11-30T14:32:30falseRepositório InstitucionalPUBhttps://www.alice.cnptia.embrapa.br/oai/requestcg-riaa@embrapa.bropendoar:21542023-11-30T14:32:30Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice) - Empresa Brasileira de Pesquisa Agropecuária (Embrapa)false
dc.title.none.fl_str_mv Growth curve mixed nonlinear models in quails.
title Growth curve mixed nonlinear models in quails.
spellingShingle Growth curve mixed nonlinear models in quails.
CAMARGO JÚNIOR, R. N. C.
Codorna
Abate
Coturnix coturnix
Quails
Nonlinear models
title_short Growth curve mixed nonlinear models in quails.
title_full Growth curve mixed nonlinear models in quails.
title_fullStr Growth curve mixed nonlinear models in quails.
title_full_unstemmed Growth curve mixed nonlinear models in quails.
title_sort Growth curve mixed nonlinear models in quails.
author CAMARGO JÚNIOR, R. N. C.
author_facet CAMARGO JÚNIOR, R. N. C.
ARAÚJO, C. V. de
MENEZES, F. L. de
ARAÚJO, S. I.
PAVAN, N. L.
ROCHA-SILVA, M.
SILVA, W. C. da
MARQUES, J. R. F.
SILVA, A. G. M. e
CHALKIDIS, H. de M.
LOURENÇO JÚNIOR, J. de B.
author_role author
author2 ARAÚJO, C. V. de
MENEZES, F. L. de
ARAÚJO, S. I.
PAVAN, N. L.
ROCHA-SILVA, M.
SILVA, W. C. da
MARQUES, J. R. F.
SILVA, A. G. M. e
CHALKIDIS, H. de M.
LOURENÇO JÚNIOR, J. de B.
author2_role author
author
author
author
author
author
author
author
author
author
dc.contributor.none.fl_str_mv RAIMUNDO NONATO COLARES CAMARGO JÚNIOR, UNIVERSIDADE FEDERAL DO PARÁ
CLÁUDIO VIEIRA DE ARAÚJO, UNIVERSIDADE FEDERAL DE MATO GROSSO
FLÁVIO LUIZ DE MENEZES, UNIVERSIDADE FEDERAL DE MATO GROSSO
SIMONE INOE DE ARAÚJO, UNIVERSIDADE FEDERAL DE MATO GROSSO
NAIANA LETICIA PAVAN, UNIVERSIDADE FEDERAL DE MATO GROSSO
MÉRIK ROCHA-SILVA, UNIVERSIDADE FEDERAL DO PIAUÍ
WELLIGTON CONCEIÇÃO DA SILVA, UNIVERSIDADE FEDERAL DO PARÁ
JOSE RIBAMAR FELIPE MARQUES, CPATU
ANDRÉ GUIMARÃES MACIEL E SILVA, UNIVERSIDADE FEDERAL DO PARÁ
HIPÓCRATES DE MENEZES CHALKIDIS, UNIVERSIDADE DA AMAZÔNIA
JOSÉ DE BRITO LOURENÇO JÚNIOR, UNIVERSIDADE FEDERAL DO PARÁ.
dc.contributor.author.fl_str_mv CAMARGO JÚNIOR, R. N. C.
ARAÚJO, C. V. de
MENEZES, F. L. de
ARAÚJO, S. I.
PAVAN, N. L.
ROCHA-SILVA, M.
SILVA, W. C. da
MARQUES, J. R. F.
SILVA, A. G. M. e
CHALKIDIS, H. de M.
LOURENÇO JÚNIOR, J. de B.
dc.subject.por.fl_str_mv Codorna
Abate
Coturnix coturnix
Quails
Nonlinear models
topic Codorna
Abate
Coturnix coturnix
Quails
Nonlinear models
description Our aim was to evaluate the use and application of different nonlinear mixed models, as well as to compare them with approach in nonlinear fixed models, for describing the growth curve of meat-type quails according to gender. A total of 15,002 and 15,408 records of males and females were used, respectively. The body weights were regressed on age of the animals using nonlinear models (Brody; Gompertz; Logistic, Morgan-Mercer-Flodin, Richards and Von Bertalanffy). All model parameters were considered fixed, whereas parameters related to asymptotic weight and maturity rate were fitted as random effects. The Bayesian Information Criterion was used to find the model of best fit. For both genders, the model that used the Morgan-Mercer-Flodin function with the inclusion of asymptotic weight as a random effect was considered the best-fitting model because it reduced the residual variance and increased the accuracy. Based on the lower absolute growth rate and growth velocity of male quails compared to that of females, it can be inferred that males should be slaughtered later. Given the results of this study, it can contribute to the current knowledge about animal yield, specifically at the best moment to slaughter and, this sense, improv the quality genetic of the populations in time.
publishDate 2023
dc.date.none.fl_str_mv 2023-11-30T14:32:30Z
2023-11-30T14:32:30Z
2023-11-30
2023
dc.type.driver.fl_str_mv info:eu-repo/semantics/publishedVersion
info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv PLoS ONE, v. 18, n. 6, p. e0287056, 2023.
http://www.alice.cnptia.embrapa.br/alice/handle/doc/1158924
https://doi.org/ 10.1371/journal.pone.0287056
identifier_str_mv PLoS ONE, v. 18, n. 6, p. e0287056, 2023.
url http://www.alice.cnptia.embrapa.br/alice/handle/doc/1158924
https://doi.org/ 10.1371/journal.pone.0287056
dc.language.iso.fl_str_mv eng
language eng
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.source.none.fl_str_mv reponame:Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)
instname:Empresa Brasileira de Pesquisa Agropecuária (Embrapa)
instacron:EMBRAPA
instname_str Empresa Brasileira de Pesquisa Agropecuária (Embrapa)
instacron_str EMBRAPA
institution EMBRAPA
reponame_str Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)
collection Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)
repository.name.fl_str_mv Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice) - Empresa Brasileira de Pesquisa Agropecuária (Embrapa)
repository.mail.fl_str_mv cg-riaa@embrapa.br
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