Genetic and environmental effects on tonic immobility duration of red-winged tinamou applying survival analysis
Autor(a) principal: | |
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Data de Publicação: | 2018 |
Outros Autores: | , , |
Tipo de documento: | Artigo |
Idioma: | eng |
Título da fonte: | Repositório Institucional da UNESP |
Texto Completo: | http://dx.doi.org/10.1590/1806-9061-2017-0505 http://hdl.handle.net/11449/176683 |
Resumo: | Fear behavioral studies provide knowledge on animal welfare, and fearful behaviors can be used as selection criteria of individuals adapted to intensive rearing system. The survival analysis methodology was applied to estimate tonic immobility (TI) duration, as an indicator of fear, of red-winged tinamous (Rhynchotus rufescens) reared in captivity and to determine if TI is genetically influenced. A number of 539 birds born between 2006 and 2010 were evaluated. The exploratory data analysis was performed using the Kaplan-Meier estimate (KM), and the covariates were then fit to a Cox model, considering month of observation nested within year of birth and body weight as fixed effects and the random effect of sire as frailty term. In order to predict genetic values and to estimate heritability, the model of proportional hazards was applied, using a Weibull distribution as the baseline hazard. Birds born in the last year presented shorter TI duration than those born in the previous year, as shown by the survival KM curves, indicating a decline in fearfulness from one year to the next. The Cox analysis detected that hazard function was reduced as body weight increased. The frailty term was significant (p<0.05), showing that sires induced variation in the TI duration of the offspring. Heritability estimated as 0.37, indicating the influence of additive genes. These findings suggest that the selection of for short TI duration may allow reducing fearfulness of a red-winged tinamou population after some generations. |
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Genetic and environmental effects on tonic immobility duration of red-winged tinamou applying survival analysisAnimal welfareBehavioral traitGeneticParametersSurvival kitWild birdsFear behavioral studies provide knowledge on animal welfare, and fearful behaviors can be used as selection criteria of individuals adapted to intensive rearing system. The survival analysis methodology was applied to estimate tonic immobility (TI) duration, as an indicator of fear, of red-winged tinamous (Rhynchotus rufescens) reared in captivity and to determine if TI is genetically influenced. A number of 539 birds born between 2006 and 2010 were evaluated. The exploratory data analysis was performed using the Kaplan-Meier estimate (KM), and the covariates were then fit to a Cox model, considering month of observation nested within year of birth and body weight as fixed effects and the random effect of sire as frailty term. In order to predict genetic values and to estimate heritability, the model of proportional hazards was applied, using a Weibull distribution as the baseline hazard. Birds born in the last year presented shorter TI duration than those born in the previous year, as shown by the survival KM curves, indicating a decline in fearfulness from one year to the next. The Cox analysis detected that hazard function was reduced as body weight increased. The frailty term was significant (p<0.05), showing that sires induced variation in the TI duration of the offspring. Heritability estimated as 0.37, indicating the influence of additive genes. These findings suggest that the selection of for short TI duration may allow reducing fearfulness of a red-winged tinamou population after some generations.Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)Universidade Estadual PaulistaDepartamento de Zootecnia Faculdade de Ciências Agrárias e Veterinária Universidade Estadual Paulista “Júlio Mesquita Filho” UNESPDepartamento de Estatística Faculdade de Ciências Agrárias e Veterinária Universidade Estadual Paulista “Júlio Mesquita Filho”Departamento de Morfologia e Fisiologia Animal Faculdade de Ciências Agrárias e Veterinária Universidade Estadual Paulista “Júlio Mesquita Filho”Departamento de Zootecnia Faculdade de Ciências Agrárias e Veterinária Universidade Estadual Paulista “Júlio Mesquita Filho” UNESPDepartamento de Estatística Faculdade de Ciências Agrárias e Veterinária Universidade Estadual Paulista “Júlio Mesquita Filho”Departamento de Morfologia e Fisiologia Animal Faculdade de Ciências Agrárias e Veterinária Universidade Estadual Paulista “Júlio Mesquita Filho”Universidade Estadual Paulista (Unesp)Hata, Milene Elissa [UNESP]Caetano, S. L. [UNESP]Boleli, I. C. [UNESP]Queiroz, S. A. [UNESP]2018-12-11T17:22:03Z2018-12-11T17:22:03Z2018-04-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/article287-296application/pdfhttp://dx.doi.org/10.1590/1806-9061-2017-0505Revista Brasileira de Ciencia Avicola, v. 20, n. 2, p. 287-296, 2018.1516-635Xhttp://hdl.handle.net/11449/17668310.1590/1806-9061-2017-0505S1516-635X20180002002872-s2.0-85051089071S1516-635X2018000200287.pdfScopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengRevista Brasileira de Ciencia Avicolainfo:eu-repo/semantics/openAccess2024-06-07T18:41:30Zoai:repositorio.unesp.br:11449/176683Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462024-08-05T17:43:17.915192Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false |
dc.title.none.fl_str_mv |
Genetic and environmental effects on tonic immobility duration of red-winged tinamou applying survival analysis |
title |
Genetic and environmental effects on tonic immobility duration of red-winged tinamou applying survival analysis |
spellingShingle |
Genetic and environmental effects on tonic immobility duration of red-winged tinamou applying survival analysis Hata, Milene Elissa [UNESP] Animal welfare Behavioral trait Genetic Parameters Survival kit Wild birds |
title_short |
Genetic and environmental effects on tonic immobility duration of red-winged tinamou applying survival analysis |
title_full |
Genetic and environmental effects on tonic immobility duration of red-winged tinamou applying survival analysis |
title_fullStr |
Genetic and environmental effects on tonic immobility duration of red-winged tinamou applying survival analysis |
title_full_unstemmed |
Genetic and environmental effects on tonic immobility duration of red-winged tinamou applying survival analysis |
title_sort |
Genetic and environmental effects on tonic immobility duration of red-winged tinamou applying survival analysis |
author |
Hata, Milene Elissa [UNESP] |
author_facet |
Hata, Milene Elissa [UNESP] Caetano, S. L. [UNESP] Boleli, I. C. [UNESP] Queiroz, S. A. [UNESP] |
author_role |
author |
author2 |
Caetano, S. L. [UNESP] Boleli, I. C. [UNESP] Queiroz, S. A. [UNESP] |
author2_role |
author author author |
dc.contributor.none.fl_str_mv |
Universidade Estadual Paulista (Unesp) |
dc.contributor.author.fl_str_mv |
Hata, Milene Elissa [UNESP] Caetano, S. L. [UNESP] Boleli, I. C. [UNESP] Queiroz, S. A. [UNESP] |
dc.subject.por.fl_str_mv |
Animal welfare Behavioral trait Genetic Parameters Survival kit Wild birds |
topic |
Animal welfare Behavioral trait Genetic Parameters Survival kit Wild birds |
description |
Fear behavioral studies provide knowledge on animal welfare, and fearful behaviors can be used as selection criteria of individuals adapted to intensive rearing system. The survival analysis methodology was applied to estimate tonic immobility (TI) duration, as an indicator of fear, of red-winged tinamous (Rhynchotus rufescens) reared in captivity and to determine if TI is genetically influenced. A number of 539 birds born between 2006 and 2010 were evaluated. The exploratory data analysis was performed using the Kaplan-Meier estimate (KM), and the covariates were then fit to a Cox model, considering month of observation nested within year of birth and body weight as fixed effects and the random effect of sire as frailty term. In order to predict genetic values and to estimate heritability, the model of proportional hazards was applied, using a Weibull distribution as the baseline hazard. Birds born in the last year presented shorter TI duration than those born in the previous year, as shown by the survival KM curves, indicating a decline in fearfulness from one year to the next. The Cox analysis detected that hazard function was reduced as body weight increased. The frailty term was significant (p<0.05), showing that sires induced variation in the TI duration of the offspring. Heritability estimated as 0.37, indicating the influence of additive genes. These findings suggest that the selection of for short TI duration may allow reducing fearfulness of a red-winged tinamou population after some generations. |
publishDate |
2018 |
dc.date.none.fl_str_mv |
2018-12-11T17:22:03Z 2018-12-11T17:22:03Z 2018-04-01 |
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/10.1590/1806-9061-2017-0505 Revista Brasileira de Ciencia Avicola, v. 20, n. 2, p. 287-296, 2018. 1516-635X http://hdl.handle.net/11449/176683 10.1590/1806-9061-2017-0505 S1516-635X2018000200287 2-s2.0-85051089071 S1516-635X2018000200287.pdf |
url |
http://dx.doi.org/10.1590/1806-9061-2017-0505 http://hdl.handle.net/11449/176683 |
identifier_str_mv |
Revista Brasileira de Ciencia Avicola, v. 20, n. 2, p. 287-296, 2018. 1516-635X 10.1590/1806-9061-2017-0505 S1516-635X2018000200287 2-s2.0-85051089071 S1516-635X2018000200287.pdf |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
Revista Brasileira de Ciencia Avicola |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
287-296 application/pdf |
dc.source.none.fl_str_mv |
Scopus 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 |
collection |
Repositório Institucional da UNESP |
repository.name.fl_str_mv |
Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP) |
repository.mail.fl_str_mv |
|
_version_ |
1808128849750261760 |