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 | Acesso ao texto completo restrito à biblioteca da Embrapa Pecuária Sudeste. Para informações adicionais entre em contato com cppse.biblioteca@embrapa.br. |
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Registro Completo |
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Biblioteca(s): |
Embrapa Pecuária Sudeste. |
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Data corrente: |
21/12/2021 |
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Data da última atualização: |
21/12/2021 |
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Tipo da produção científica: |
Artigo em Periódico Indexado |
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Autoria: |
LIMA, C. M. M.; TOMAZELLA, V. L. D.; CAMPELO, J. E. G.; A. FILHO, J. L.; BARIONI JUNIOR, W.; SOUSA JUNIOR, S. C. |
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Afiliação: |
CLEIDE M. M. LIMA, Federal University of Piauí; VERA L. D. TOMAZELLA, UFSCAR; JOSE E. G. CAMPELO, Federal University of Piauí; JOAO L. A. FILHO, Federal University of Piauí; WALDOMIRO BARIONI JUNIOR, CPPSE; SEVERINO C. SOUSA JUNIOR, Federal University of the Parnaíba. |
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Título: |
Gamma-Gompertz shared frailty model for analysis of the time of stay in an Anglo-Nubian goat herd. |
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Ano de publicação: |
2021 |
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Fonte/Imprenta: |
Small Ruminant Research, v.199, jun. 2021, 106368. |
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Páginas: |
11 p. |
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DOI: |
https://doi.org/10.1016/j.smallrumres.2021.106368 |
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Idioma: |
Inglês |
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Conteúdo: |
Goats, even though adapted to tropical environments, are exposed to infection by endoparasites during grazing, which can negatively affect the time a female stays in the herd, compromising the breeding efficiency. In this context, the objective of this study was to evaluate a gamma-Gompertz shared frailty model for correction of unobserved heterogeneity attributed to the effects of unmeasured factors in analyzing the time of stay in a herd of Anglo-Nubian goats, using the survival analysis technique. The method was applied using data from records of 101 does born in the period 2009?2013 in an experimental herd located in the municipality of Teresina, Piauí, Brazil, where the replacement was carried out over four generations, with bulls from other herds and females incorporated regardless of the value of their EPG exam, to increase the variation of sensitivity to worms in the herd. The removal of a doe due to death caused by worm infection was considered the event of interest (failure) and losses due to other causes were considered censored events. According to the model selection criteria (AIC and BIC), the shared gamma-Gompertz frailty model stood out from the gamma shared frailty models with risk functions based on the Weibull and log-logistic distributions for the proposal studied. The gamma-Gompertz shared frailty model (with and without effect of observed factors) allowed observing a significant influence of the of year-season effect, indicating as frailty effects the differentiated death tendency between years (does born in 2011 in the rainy season and 2012 in the more fragile dry season). When associating the random effect to groups formed by goats descended from the same father, a significant association was observed between the times of goats belonging to such groups, with only 2 bulls showing more fragile daughters and consequently less permanence in the herd. The use of frailty models is relevant to meet the objectives of animal husbandry, as a technique to identify frailties due to the effects of factors that are difficult or costly to measure in bulls classified as having high genetic value. The simplicity and presentation of results in the form of graphs that are easy to understand make the method attractive for this type of research. MenosGoats, even though adapted to tropical environments, are exposed to infection by endoparasites during grazing, which can negatively affect the time a female stays in the herd, compromising the breeding efficiency. In this context, the objective of this study was to evaluate a gamma-Gompertz shared frailty model for correction of unobserved heterogeneity attributed to the effects of unmeasured factors in analyzing the time of stay in a herd of Anglo-Nubian goats, using the survival analysis technique. The method was applied using data from records of 101 does born in the period 2009?2013 in an experimental herd located in the municipality of Teresina, Piauí, Brazil, where the replacement was carried out over four generations, with bulls from other herds and females incorporated regardless of the value of their EPG exam, to increase the variation of sensitivity to worms in the herd. The removal of a doe due to death caused by worm infection was considered the event of interest (failure) and losses due to other causes were considered censored events. According to the model selection criteria (AIC and BIC), the shared gamma-Gompertz frailty model stood out from the gamma shared frailty models with risk functions based on the Weibull and log-logistic distributions for the proposal studied. The gamma-Gompertz shared frailty model (with and without effect of observed factors) allowed observing a significant influence of the of year-season effect, indicating as frailty effects the d... Mostrar Tudo |
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Palavras-Chave: |
Shared frailty; Survival; Worms. |
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Thesaurus Nal: |
Longevity. |
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Categoria do assunto: |
X Pesquisa, Tecnologia e Engenharia |
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Marc: |
LEADER 03055naa a2200253 a 4500
001 2138132
005 2021-12-21
008 2021 bl uuuu u00u1 u #d
024 7 $ahttps://doi.org/10.1016/j.smallrumres.2021.106368$2DOI
100 1 $aLIMA, C. M. M.
245 $aGamma-Gompertz shared frailty model for analysis of the time of stay in an Anglo-Nubian goat herd.$h[electronic resource]
260 $c2021
300 $a11 p.
520 $aGoats, even though adapted to tropical environments, are exposed to infection by endoparasites during grazing, which can negatively affect the time a female stays in the herd, compromising the breeding efficiency. In this context, the objective of this study was to evaluate a gamma-Gompertz shared frailty model for correction of unobserved heterogeneity attributed to the effects of unmeasured factors in analyzing the time of stay in a herd of Anglo-Nubian goats, using the survival analysis technique. The method was applied using data from records of 101 does born in the period 2009?2013 in an experimental herd located in the municipality of Teresina, Piauí, Brazil, where the replacement was carried out over four generations, with bulls from other herds and females incorporated regardless of the value of their EPG exam, to increase the variation of sensitivity to worms in the herd. The removal of a doe due to death caused by worm infection was considered the event of interest (failure) and losses due to other causes were considered censored events. According to the model selection criteria (AIC and BIC), the shared gamma-Gompertz frailty model stood out from the gamma shared frailty models with risk functions based on the Weibull and log-logistic distributions for the proposal studied. The gamma-Gompertz shared frailty model (with and without effect of observed factors) allowed observing a significant influence of the of year-season effect, indicating as frailty effects the differentiated death tendency between years (does born in 2011 in the rainy season and 2012 in the more fragile dry season). When associating the random effect to groups formed by goats descended from the same father, a significant association was observed between the times of goats belonging to such groups, with only 2 bulls showing more fragile daughters and consequently less permanence in the herd. The use of frailty models is relevant to meet the objectives of animal husbandry, as a technique to identify frailties due to the effects of factors that are difficult or costly to measure in bulls classified as having high genetic value. The simplicity and presentation of results in the form of graphs that are easy to understand make the method attractive for this type of research.
650 $aLongevity
653 $aShared frailty
653 $aSurvival
653 $aWorms
700 1 $aTOMAZELLA, V. L. D.
700 1 $aCAMPELO, J. E. G.
700 1 $aA. FILHO, J. L.
700 1 $aBARIONI JUNIOR, W.
700 1 $aSOUSA JUNIOR, S. C.
773 $tSmall Ruminant Research$gv.199, jun. 2021, 106368.
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Embrapa Pecuária Sudeste (CPPSE) |
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| 4. |  | PESSOA, D. D. V.; VIDAL, M. S.; BALDANI, J. I.; ARAUJO, J. L. S. de. The effect of sugarcane apoplastic fluidon the global gene expression pattern of strain HRC54 of Herbaspirillum seropedicae. In: SYMPOSIUM ON BIOLOGICAL NITROGEN FIXATION, 16., LATINAMERICAN WORKSHOP OF PGPR, 4., RELARE, 19., 2018, Foz do Iguaçu. Book of abstract....Foz do Iguaçu: Emprapa, 2018. p. 55 Session 5, Short Note V.III| Tipo: Resumo em Anais de Congresso |
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| 7. | | PESSOA, D. D. V.; SANTOS, C. M. dos; VIDAL, M. S.; BALDANI, J. I.; TADRA-SFEIR, M. Z.; SOUZA, E. M. de; ARAUJO, J. L. S. de. Herbaspirillum seropedicae strain HRC54 expression profile in response to sugarcane apoplastic fluid. 3 Biotech, v. 11, Article number 292, 2021.| Tipo: Artigo em Periódico Indexado | Circulação/Nível: B - 1 |
| Biblioteca(s): Embrapa Agrobiologia. |
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| 8. | | POLESE, V.; SILVA, P. R. A.; PESSOA, D. D. V.; TADRA-SFEIR, M. Z.; SOUZA, E. M.; ARAUJO, J. L. S. de; BALDANI, J. I.; VIDAL, M. S. Transcriptional profile of Herbaspirillum rubrisubalbicans in response of sugarcane apoplastic fluid. In: WORLD CONGRESS ON GENETICS APPLIED TO LIVESTOCK PRODUCTION, 11., 2018, Auckland, New Zealand. Proceedings... Massey University, 2018.| Tipo: Resumo em Anais de Congresso |
| Biblioteca(s): Embrapa Agrobiologia. |
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