Meta-análise para estimativas de parâmetros genéticos para características de crescimento em ovinos

Detalhes bibliográficos
Ano de defesa: 2023
Autor(a) principal: Evangelho, Lavínia Aires
Orientador(a): Não Informado pela instituição
Banca de defesa: Não Informado pela instituição
Tipo de documento: Dissertação
Tipo de acesso: Acesso aberto
dARK ID: ark:/26339/001300000pqg4
Idioma: por
Instituição de defesa: Universidade Federal de Santa Maria
Brasil
Zootecnia
UFSM
Programa de Pós-Graduação em Zootecnia
Centro de Ciências Rurais
Programa de Pós-Graduação: Não Informado pela instituição
Departamento: Não Informado pela instituição
País: Não Informado pela instituição
Palavras-chave em Português:
Link de acesso: http://repositorio.ufsm.br/handle/1/28517
Resumo: With a growing demand for sheep meat, those produced have increased their productivity and beliefs of genetic parameters such as heritability (direct and maternal) and genetic, phenotypic and environmental correlations are commonly evaluated in domestic animals, including sheep. The aim of this study was to perform a meta-analysis for estimates of direct, maternal and total heritability and genetic correlations for weight gain traits and growth assessments at different ages in beef sheep and to evaluate through a meta-regression the impact of secondary variable on the observed heterogeneity between studies. A search was carried out in the literature of scientific articles published between the years 2012 to 2022 on the digital platforms PubMed, Scielo, Web of Science and ScienceDirect. The random effects model was used to obtain estimates of the combined effects. The effect sizes were evaluated by means of the average of the values published in the literature for the heritabilities and genetic correlations between the evaluated traits. Heterogeneity was reduced using Cochran's I2 and Q statistics. A total of nine traits related to weight gain and growth in sheep were evaluated. A meta-regression was conducted to assess the influence of secondary variables that occurred on the evaluated parameters. After cleaning the data, a total of 118 articles remained for the meta-analysis, which generated 504 heritability estimates and 74 genetic correlation estimates. Pooled heritability estimates across studies ranged from 0.07 to 0.29 for weaning weight and 9-month weight, respectively. The year of data collection, the method and statistics (uni, bi or multivariate) explained the greater proportion of the variability observed between studies. There was a trend towards increased direct heritability for animal weight when the measure was evaluated in older animals, ranging from 0.18 for birth weight to 0.26 for weight at 12 months of age, while maternal heritability decreased with age and ranged from 0.16 to 0.12, for weight at birth and at 6 months of age, respectively, an expected result, given the decrease in the importance of the maternal effect with advancing age, whereas the total heritabilities there was little variation from 0.18 to 0.21 for birth weight and weight at 9 months and for weight at 6 months, respectively. Genetic correlations showed a low variation of 0.45 to 0.53 for birth weight, weaning weight and weight at 9 and 12 months, respectively. The presented results confirm that the growth traits in sheep are subject to selection, being more important at the beginning of the animal's life, which reinforces the hypothesis that it is important to observe, in addition to the effect of the animal's direct genetics, the maternal genetics to carry out more efficient selection, especially for traits measured at younger ages. Moderate correlations suggest a good response to indirect selection, which can be a tool to select traits with lower heritability.
id UFSM_9fb002e74c28222fd9d1206e145d3799
oai_identifier_str oai:repositorio.ufsm.br:1/28517
network_acronym_str UFSM
network_name_str Manancial - Repositório Digital da UFSM
repository_id_str
spelling Meta-análise para estimativas de parâmetros genéticos para características de crescimento em ovinosMeta-analysis of genetic parameter estimates for growth traits in sheepCordeiroCorrelação genéticaEstimativas combinadasGanho de pesoHerdabilidadeMeta-regressãoPesoGenetic geneticsWeightWeight gainHeritabilityLambMatched compatibilitiesMeta-regressionCNPQ::CIENCIAS AGRARIAS::ZOOTECNIAWith a growing demand for sheep meat, those produced have increased their productivity and beliefs of genetic parameters such as heritability (direct and maternal) and genetic, phenotypic and environmental correlations are commonly evaluated in domestic animals, including sheep. The aim of this study was to perform a meta-analysis for estimates of direct, maternal and total heritability and genetic correlations for weight gain traits and growth assessments at different ages in beef sheep and to evaluate through a meta-regression the impact of secondary variable on the observed heterogeneity between studies. A search was carried out in the literature of scientific articles published between the years 2012 to 2022 on the digital platforms PubMed, Scielo, Web of Science and ScienceDirect. The random effects model was used to obtain estimates of the combined effects. The effect sizes were evaluated by means of the average of the values published in the literature for the heritabilities and genetic correlations between the evaluated traits. Heterogeneity was reduced using Cochran's I2 and Q statistics. A total of nine traits related to weight gain and growth in sheep were evaluated. A meta-regression was conducted to assess the influence of secondary variables that occurred on the evaluated parameters. After cleaning the data, a total of 118 articles remained for the meta-analysis, which generated 504 heritability estimates and 74 genetic correlation estimates. Pooled heritability estimates across studies ranged from 0.07 to 0.29 for weaning weight and 9-month weight, respectively. The year of data collection, the method and statistics (uni, bi or multivariate) explained the greater proportion of the variability observed between studies. There was a trend towards increased direct heritability for animal weight when the measure was evaluated in older animals, ranging from 0.18 for birth weight to 0.26 for weight at 12 months of age, while maternal heritability decreased with age and ranged from 0.16 to 0.12, for weight at birth and at 6 months of age, respectively, an expected result, given the decrease in the importance of the maternal effect with advancing age, whereas the total heritabilities there was little variation from 0.18 to 0.21 for birth weight and weight at 9 months and for weight at 6 months, respectively. Genetic correlations showed a low variation of 0.45 to 0.53 for birth weight, weaning weight and weight at 9 and 12 months, respectively. The presented results confirm that the growth traits in sheep are subject to selection, being more important at the beginning of the animal's life, which reinforces the hypothesis that it is important to observe, in addition to the effect of the animal's direct genetics, the maternal genetics to carry out more efficient selection, especially for traits measured at younger ages. Moderate correlations suggest a good response to indirect selection, which can be a tool to select traits with lower heritability.Com a crescente demanda de carne ovina os produtores necessitam aumentar sua produtividade e estimativas de parâmetros genéticos tais como herdabilidade (direta e materna) e correlações genética, fenotípica e de ambiente, são comumente avaliadas em populações de animais domésticos, incluindo ovinos. O objetivo deste estudo foi realizar meta-análise para as estimativas de herdabilidade direta, materna e total e correlações genéticas para características de ganho de peso e crescimento avaliadas em diferentes idades em ovinos de corte e avaliar através de uma meta-regressão o impacto de variáveis secundárias sobre a heterogeneidade observada entre estudos. Foi realizada uma busca na literatura de artigos científicos publicados entre os anos 2012 a 2022 nas plataformas digitais PubMed, Scielo, Web of Science e ScienceDirect. O modelo de efeitos aleatórios foi utilizado para obter as estimativas dos efeitos combinados. Os tamanhos de efeito foram avaliados por meio da média dos valores publicados na literatura para as herdabilidades e correlações genéticas entre as características avaliadas. A heterogeneidade foi calculada por meio das estatísticas I2 e Q de Cochran. Um total de nove características relacionadas com ganho de peso e crescimento em ovinos foram avaliadas. Uma meta-regressão foi conduzida para avaliar a influência de variáveis secundárias atuando sobre os parâmetros avaliados. Após a limpeza dos dados, restaram um total de 118 artigos para a meta-análise, os quais geraram 504 estimativas de herdabilidade e 74 estimativas de correlações genéticas. As estimativas de herdabilidade combinadas entre estudos variaram de 0,07 a 0,29 para as características peso ao desmame e peso aos 9 meses, respectivamente. O ano de coleta dos dados, o método e a estatística (uni, bi ou multivariada) explicaram a maior proporção da variabilidade observada entre estudos. Houve uma tendência de aumento da herdabilidade direta para o peso dos animais quando a medida era avaliada em animais mais velhos, variando de 0,18 para o peso ao nascimento a 0,26 para o peso aos 12 meses de idade, enquanto as herdabilidades maternas diminuíram com a idade e variaram entre 0,16 a 0,12, para peso ao nascimento, e aos 6 meses de idade, respectivamente, resultado esperado, dado a diminuição da importância do efeito materno com o avanço da idade, já as herdabilidades totais tiveram pouca variação de 0,18 a 0,21 pra peso ao nascer e peso aos 9 meses e para peso aos 6 meses, respectivamente. As correlações genéticas apresentaram baixa variação de 0,45 a 0,53 para as características peso ao nascimento e peso ao desmame e peso aos 9 e 12 meses, respectivamente. Os resultados apresentados confirmam que as características de crescimento em ovinos são passíveis a seleção, sendo mais importantes no início da vida do animal, o que reforça a hipótese que é importante observar além do efeito da genética direta do animal, a genética materna para realizar uma seleção mais eficiente, em especial para aquelas características medidas nas idades mais jovens. Correlações moderadas sugerem boa resposta a seleção indireta, que pode ser uma ferramenta para selecionar características com mais baixa herdabilidade.Universidade Federal de Santa MariaBrasilZootecniaUFSMPrograma de Pós-Graduação em ZootecniaCentro de Ciências RuraisMelo, Thaise Pinto dehttp://lattes.cnpq.br/2533793241074592Mello, Fernanda Cristina Breda deDebortoli, Elísio de CamargoEvangelho, Lavínia Aires2023-03-31T15:20:21Z2023-03-31T15:20:21Z2023-01-27info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisapplication/pdfhttp://repositorio.ufsm.br/handle/1/28517ark:/26339/001300000pqg4porAttribution-NonCommercial-NoDerivatives 4.0 Internationalinfo:eu-repo/semantics/openAccessreponame:Manancial - Repositório Digital da UFSMinstname:Universidade Federal de Santa Maria (UFSM)instacron:UFSM2023-03-31T15:20:22Zoai:repositorio.ufsm.br:1/28517Biblioteca Digital de Teses e Dissertaçõeshttps://repositorio.ufsm.br/PUBhttps://repositorio.ufsm.br/oai/requestatendimento.sib@ufsm.br||tedebc@gmail.com||manancial@ufsm.bropendoar:2023-03-31T15:20:22Manancial - Repositório Digital da UFSM - Universidade Federal de Santa Maria (UFSM)false
dc.title.none.fl_str_mv Meta-análise para estimativas de parâmetros genéticos para características de crescimento em ovinos
Meta-analysis of genetic parameter estimates for growth traits in sheep
title Meta-análise para estimativas de parâmetros genéticos para características de crescimento em ovinos
spellingShingle Meta-análise para estimativas de parâmetros genéticos para características de crescimento em ovinos
Evangelho, Lavínia Aires
Cordeiro
Correlação genética
Estimativas combinadas
Ganho de peso
Herdabilidade
Meta-regressão
Peso
Genetic genetics
Weight
Weight gain
Heritability
Lamb
Matched compatibilities
Meta-regression
CNPQ::CIENCIAS AGRARIAS::ZOOTECNIA
title_short Meta-análise para estimativas de parâmetros genéticos para características de crescimento em ovinos
title_full Meta-análise para estimativas de parâmetros genéticos para características de crescimento em ovinos
title_fullStr Meta-análise para estimativas de parâmetros genéticos para características de crescimento em ovinos
title_full_unstemmed Meta-análise para estimativas de parâmetros genéticos para características de crescimento em ovinos
title_sort Meta-análise para estimativas de parâmetros genéticos para características de crescimento em ovinos
author Evangelho, Lavínia Aires
author_facet Evangelho, Lavínia Aires
author_role author
dc.contributor.none.fl_str_mv Melo, Thaise Pinto de
http://lattes.cnpq.br/2533793241074592
Mello, Fernanda Cristina Breda de
Debortoli, Elísio de Camargo
dc.contributor.author.fl_str_mv Evangelho, Lavínia Aires
dc.subject.por.fl_str_mv Cordeiro
Correlação genética
Estimativas combinadas
Ganho de peso
Herdabilidade
Meta-regressão
Peso
Genetic genetics
Weight
Weight gain
Heritability
Lamb
Matched compatibilities
Meta-regression
CNPQ::CIENCIAS AGRARIAS::ZOOTECNIA
topic Cordeiro
Correlação genética
Estimativas combinadas
Ganho de peso
Herdabilidade
Meta-regressão
Peso
Genetic genetics
Weight
Weight gain
Heritability
Lamb
Matched compatibilities
Meta-regression
CNPQ::CIENCIAS AGRARIAS::ZOOTECNIA
description With a growing demand for sheep meat, those produced have increased their productivity and beliefs of genetic parameters such as heritability (direct and maternal) and genetic, phenotypic and environmental correlations are commonly evaluated in domestic animals, including sheep. The aim of this study was to perform a meta-analysis for estimates of direct, maternal and total heritability and genetic correlations for weight gain traits and growth assessments at different ages in beef sheep and to evaluate through a meta-regression the impact of secondary variable on the observed heterogeneity between studies. A search was carried out in the literature of scientific articles published between the years 2012 to 2022 on the digital platforms PubMed, Scielo, Web of Science and ScienceDirect. The random effects model was used to obtain estimates of the combined effects. The effect sizes were evaluated by means of the average of the values published in the literature for the heritabilities and genetic correlations between the evaluated traits. Heterogeneity was reduced using Cochran's I2 and Q statistics. A total of nine traits related to weight gain and growth in sheep were evaluated. A meta-regression was conducted to assess the influence of secondary variables that occurred on the evaluated parameters. After cleaning the data, a total of 118 articles remained for the meta-analysis, which generated 504 heritability estimates and 74 genetic correlation estimates. Pooled heritability estimates across studies ranged from 0.07 to 0.29 for weaning weight and 9-month weight, respectively. The year of data collection, the method and statistics (uni, bi or multivariate) explained the greater proportion of the variability observed between studies. There was a trend towards increased direct heritability for animal weight when the measure was evaluated in older animals, ranging from 0.18 for birth weight to 0.26 for weight at 12 months of age, while maternal heritability decreased with age and ranged from 0.16 to 0.12, for weight at birth and at 6 months of age, respectively, an expected result, given the decrease in the importance of the maternal effect with advancing age, whereas the total heritabilities there was little variation from 0.18 to 0.21 for birth weight and weight at 9 months and for weight at 6 months, respectively. Genetic correlations showed a low variation of 0.45 to 0.53 for birth weight, weaning weight and weight at 9 and 12 months, respectively. The presented results confirm that the growth traits in sheep are subject to selection, being more important at the beginning of the animal's life, which reinforces the hypothesis that it is important to observe, in addition to the effect of the animal's direct genetics, the maternal genetics to carry out more efficient selection, especially for traits measured at younger ages. Moderate correlations suggest a good response to indirect selection, which can be a tool to select traits with lower heritability.
publishDate 2023
dc.date.none.fl_str_mv 2023-03-31T15:20:21Z
2023-03-31T15:20:21Z
2023-01-27
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/masterThesis
format masterThesis
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://repositorio.ufsm.br/handle/1/28517
dc.identifier.dark.fl_str_mv ark:/26339/001300000pqg4
url http://repositorio.ufsm.br/handle/1/28517
identifier_str_mv ark:/26339/001300000pqg4
dc.language.iso.fl_str_mv por
language por
dc.rights.driver.fl_str_mv Attribution-NonCommercial-NoDerivatives 4.0 International
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Attribution-NonCommercial-NoDerivatives 4.0 International
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Universidade Federal de Santa Maria
Brasil
Zootecnia
UFSM
Programa de Pós-Graduação em Zootecnia
Centro de Ciências Rurais
publisher.none.fl_str_mv Universidade Federal de Santa Maria
Brasil
Zootecnia
UFSM
Programa de Pós-Graduação em Zootecnia
Centro de Ciências Rurais
dc.source.none.fl_str_mv reponame:Manancial - Repositório Digital da UFSM
instname:Universidade Federal de Santa Maria (UFSM)
instacron:UFSM
instname_str Universidade Federal de Santa Maria (UFSM)
instacron_str UFSM
institution UFSM
reponame_str Manancial - Repositório Digital da UFSM
collection Manancial - Repositório Digital da UFSM
repository.name.fl_str_mv Manancial - Repositório Digital da UFSM - Universidade Federal de Santa Maria (UFSM)
repository.mail.fl_str_mv atendimento.sib@ufsm.br||tedebc@gmail.com||manancial@ufsm.br
_version_ 1847153430052732928