Genotype-environment interaction in multibreed bovine populations in the colombian low tropic
ABSTRACT: With the aim of quantifying the genotype-environment interaction (GEI) and the phenotypic stability in multibreed bovine population of the Colombian Northwest, registries from 16 herds located in three agroecological regions (E1, E2, E3) from low tropic systems (humid subtropic forest, hum...
- Autores:
-
Arboleda Zapata, Elkin Mauricio
Cerón Muñoz, Mario Fernando
Vergara Garay, Óscar David
Cotes Torres, José Miguel
- Tipo de recurso:
- Article of investigation
- Fecha de publicación:
- 2010
- Institución:
- Universidad de Antioquia
- Repositorio:
- Repositorio UdeA
- Idioma:
- eng
- OAI Identifier:
- oai:bibliotecadigital.udea.edu.co:10495/8999
- Acceso en línea:
- http://hdl.handle.net/10495/8999
- Palabra clave:
- Bayesian statistical decision theory
Beef cattle
Statistical decision
Teoría bayesiana de decisiones estadísticas
Decisiones estadísticas
Ganado de carne
- Rights
- openAccess
- License
- Atribución-NoComercial-CompartirIgual 2.5 Colombia (CC BY-NC-SA 2.5 CO)
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| dc.title.spa.fl_str_mv |
Genotype-environment interaction in multibreed bovine populations in the colombian low tropic |
| dc.title.alternative.spa.fl_str_mv |
Interacción genotipo-ambiente en una población bovina multirracial en el trópico bajo colombiano |
| title |
Genotype-environment interaction in multibreed bovine populations in the colombian low tropic |
| spellingShingle |
Genotype-environment interaction in multibreed bovine populations in the colombian low tropic Bayesian statistical decision theory Beef cattle Statistical decision Teoría bayesiana de decisiones estadísticas Decisiones estadísticas Ganado de carne |
| title_short |
Genotype-environment interaction in multibreed bovine populations in the colombian low tropic |
| title_full |
Genotype-environment interaction in multibreed bovine populations in the colombian low tropic |
| title_fullStr |
Genotype-environment interaction in multibreed bovine populations in the colombian low tropic |
| title_full_unstemmed |
Genotype-environment interaction in multibreed bovine populations in the colombian low tropic |
| title_sort |
Genotype-environment interaction in multibreed bovine populations in the colombian low tropic |
| dc.creator.fl_str_mv |
Arboleda Zapata, Elkin Mauricio Cerón Muñoz, Mario Fernando Vergara Garay, Óscar David Cotes Torres, José Miguel |
| dc.contributor.author.none.fl_str_mv |
Arboleda Zapata, Elkin Mauricio Cerón Muñoz, Mario Fernando Vergara Garay, Óscar David Cotes Torres, José Miguel |
| dc.subject.none.fl_str_mv |
Bayesian statistical decision theory Beef cattle Statistical decision Teoría bayesiana de decisiones estadísticas Decisiones estadísticas Ganado de carne |
| topic |
Bayesian statistical decision theory Beef cattle Statistical decision Teoría bayesiana de decisiones estadísticas Decisiones estadísticas Ganado de carne |
| description |
ABSTRACT: With the aim of quantifying the genotype-environment interaction (GEI) and the phenotypic stability in multibreed bovine population of the Colombian Northwest, registries from 16 herds located in three agroecological regions (E1, E2, E3) from low tropic systems (humid subtropic forest, humid tropic forest and dry tropic forest, were collected from 1995 to 2007. Weight at 12-mo (W12), weight at 18-mo (W18), and weight at 24-mo (W24), were evaluated with 1806, 1455, and 1197 data, 14, 11, and 10 genetic groups respectively; animals of the breeds and crossbred between Angus (A), Blanco Orejinegro (B), Zebu (Z), Holstein (H), Romosinuano (R), and Senepoll (S) were used. In a mixed model, the fixed effects of contemporary group (year-season-sex) and the age covariate were used, which showed a significant effect (p‹0.001) on the three traits. Random effects were region, genetic group (breed or crosses), and GEI, but the last one (GEI) showed significant effect (p‹0.05) for this last one. The Shukla’s variance in Bayesian methodology was used for the phenotypic stability analysis. The results indicated that the groups with high proportion of Zebu were associated with E2 and groups with greater levels of Romosinuano were associated with E3. Holstein and Blanco Orejinegro tended to give greater phenotypic stability than the groups that used these breeds. |
| publishDate |
2010 |
| dc.date.issued.none.fl_str_mv |
2010 |
| dc.date.accessioned.none.fl_str_mv |
2018-02-01T19:33:29Z |
| dc.date.available.none.fl_str_mv |
2018-02-01T19:33:29Z |
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info:eu-repo/semantics/article |
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http://purl.org/coar/version/c_970fb48d4fbd8a85 |
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http://purl.org/coar/resource_type/c_2df8fbb1 |
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https://purl.org/redcol/resource_type/ART |
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Artículo de investigación |
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http://purl.org/coar/resource_type/c_2df8fbb1 |
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Arboleda E, Cerón-Muñoz M, Cotes J, Vergara O. Genotype-environment interaction in multibreed bovine populations in the Colombian low tropic. Rev. Colomb. Cien. Pecu. 2010;23(2):145-157. |
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0120-0690 |
| dc.identifier.uri.none.fl_str_mv |
http://hdl.handle.net/10495/8999 |
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2256-2958 |
| identifier_str_mv |
Arboleda E, Cerón-Muñoz M, Cotes J, Vergara O. Genotype-environment interaction in multibreed bovine populations in the Colombian low tropic. Rev. Colomb. Cien. Pecu. 2010;23(2):145-157. 0120-0690 2256-2958 |
| url |
http://hdl.handle.net/10495/8999 |
| dc.language.iso.spa.fl_str_mv |
eng |
| language |
eng |
| dc.relation.ispartofjournalabbrev.spa.fl_str_mv |
Rev. Colomb. Cienc. Pecu. |
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Atribución-NoComercial-CompartirIgual 2.5 Colombia (CC BY-NC-SA 2.5 CO) |
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info:eu-repo/semantics/openAccess |
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Atribución-NoComercial-CompartirIgual 2.5 Colombia (CC BY-NC-SA 2.5 CO) https://creativecommons.org/licenses/by-nc-sa/2.5/co/ http://purl.org/coar/access_right/c_abf2 https://creativecommons.org/licenses/by-nc-sa/4.0/ |
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openAccess |
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application/pdf |
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Universidad de Antioquia, Facultad de Ciencias Agrarias |
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Grupo de Investigación en Ciencias Agrarias -GRICA- |
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Medellín, Colombia |
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Universidad de Antioquia |
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Arboleda Zapata, Elkin MauricioCerón Muñoz, Mario FernandoVergara Garay, Óscar DavidCotes Torres, José Miguel2018-02-01T19:33:29Z2018-02-01T19:33:29Z2010Arboleda E, Cerón-Muñoz M, Cotes J, Vergara O. Genotype-environment interaction in multibreed bovine populations in the Colombian low tropic. Rev. Colomb. Cien. Pecu. 2010;23(2):145-157.0120-0690http://hdl.handle.net/10495/89992256-2958ABSTRACT: With the aim of quantifying the genotype-environment interaction (GEI) and the phenotypic stability in multibreed bovine population of the Colombian Northwest, registries from 16 herds located in three agroecological regions (E1, E2, E3) from low tropic systems (humid subtropic forest, humid tropic forest and dry tropic forest, were collected from 1995 to 2007. Weight at 12-mo (W12), weight at 18-mo (W18), and weight at 24-mo (W24), were evaluated with 1806, 1455, and 1197 data, 14, 11, and 10 genetic groups respectively; animals of the breeds and crossbred between Angus (A), Blanco Orejinegro (B), Zebu (Z), Holstein (H), Romosinuano (R), and Senepoll (S) were used. In a mixed model, the fixed effects of contemporary group (year-season-sex) and the age covariate were used, which showed a significant effect (p‹0.001) on the three traits. Random effects were region, genetic group (breed or crosses), and GEI, but the last one (GEI) showed significant effect (p‹0.05) for this last one. The Shukla’s variance in Bayesian methodology was used for the phenotypic stability analysis. The results indicated that the groups with high proportion of Zebu were associated with E2 and groups with greater levels of Romosinuano were associated with E3. Holstein and Blanco Orejinegro tended to give greater phenotypic stability than the groups that used these breeds.RESUMEN: Con el objetivo de cuantificar la interacción genotipo-ambiente (IGA) y la estabilidad fenotípica en una población bovina multirracial del noreste colombiano, se usaron registros de 16 rebaños localizados en tres regiones agroecológicas del trópico bajo: bosque húmedo subtropical (R1), bosque húmedo tropical (R2) y bosque seco tropical (R3), entre los años 1995 y 2007. Los pesos fueron evaluados a los 12 (P12), 18 (P18) y 24 meses (P24), con 1806, 1455 y 1197 datos, y 14, 11 y 10 grupos genéticos, respectivamente. Fueron usados animales puros y cruzados entre las razas Angus (A), Blanco Orejinegro (B), Cebú (C), Holstein (H), Romosinuano (R) y Senepol (S). Se utilizó un modelo mixto, en el que los efectos fijos de grupo contemporáneo y la edad presentaron efecto significativo (p‹0.001) sobre las tres características. Los efectos aleatorios fueron región, grupo genético (raza o cruce) e IGA, la que presentó efecto significativo (p‹0.05). Para el análisis de estabilidad fenotípica se utilizó la varianza de Shukla mediante metodología bayesiana. Los resultados indican que los grupos genéticos con altas proporciones de Cebú fueron asociados con R2 y los grupos genéticos con altos niveles de Romosinuano fueron asociados con R3. Las razas Holstein y Blanco Orejinegro tendieron a dar mayor estabilidad fenotípica a los grupos donde estas razas fueron usadas.COL0009556application/pdfengUniversidad de Antioquia, Facultad de Ciencias AgrariasGrupo de Investigación en Ciencias Agrarias -GRICA-Medellín, Colombiainfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttp://purl.org/coar/resource_type/c_2df8fbb1https://purl.org/redcol/resource_type/ARTArtículo de investigaciónhttp://purl.org/coar/version/c_970fb48d4fbd8a85Atribución-NoComercial-CompartirIgual 2.5 Colombia (CC BY-NC-SA 2.5 CO)info:eu-repo/semantics/openAccesshttps://creativecommons.org/licenses/by-nc-sa/2.5/co/http://purl.org/coar/access_right/c_abf2https://creativecommons.org/licenses/by-nc-sa/4.0/Bayesian statistical decision theoryBeef cattleStatistical decisionTeoría bayesiana de decisiones estadísticasDecisiones estadísticasGanado de carneGenotype-environment interaction in multibreed bovine populations in the colombian low tropicInteracción genotipo-ambiente en una población bovina multirracial en el trópico bajo colombianoRev. Colomb. Cienc. Pecu.Revista Colombiana de Ciencias Pecuarias145157232ORIGINALCeronMauricio_2010_GenotypeEnvironmentInteraction.pdfCeronMauricio_2010_GenotypeEnvironmentInteraction.pdfArtículo de investigaciónapplication/pdf551203http://bibliotecadigital.udea.edu.co/bitstream/10495/8999/1/CeronMauricio_2010_GenotypeEnvironmentInteraction.pdff7489d25470015b47312b288f5dc5169MD51LICENSElicense.txtlicense.txttext/plain; charset=utf-81748http://bibliotecadigital.udea.edu.co/bitstream/10495/8999/5/license.txt8a4605be74aa9ea9d79846c1fba20a33MD55CC-LICENSElicense_urllicense_urltext/plain; charset=utf-849http://bibliotecadigital.udea.edu.co/bitstream/10495/8999/2/license_url4afdbb8c545fd630ea7db775da747b2fMD52license_textlicense_texttext/html; charset=utf-80http://bibliotecadigital.udea.edu.co/bitstream/10495/8999/3/license_textd41d8cd98f00b204e9800998ecf8427eMD53license_rdflicense_rdfLicenciaapplication/rdf+xml; charset=utf-80http://bibliotecadigital.udea.edu.co/bitstream/10495/8999/4/license_rdfd41d8cd98f00b204e9800998ecf8427eMD5410495/8999oai:bibliotecadigital.udea.edu.co:10495/89992021-05-21 20:30:52.199Repositorio Institucional Universidad de Antioquiaandres.perez@udea.edu.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 |