Are tree breeders properly predicting genetic gain? A case study involving Corymbia species
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/10.1007/s10681-018-2229-9 http://hdl.handle.net/11449/176686 |
Resumo: | The estimation of quantitative genetic parameters in breeding programs is important to ensure efficient selection. In this context, knowledge of the mating system is critical, as it underpins assumptions about inter-relatedness on which variance component estimation depends. However, proper account of the breeding system is not always taken, either because it is unknown and/or because it is ignored. That eucalypts have a mixed-mating system is well-established, however many breeders use models that assume outcrossed mating with an infinite number of male parents (i.e. allogamous mating), from which genetic parameter estimates are then used to predict genetic gains. First-generation, open-pollinated progeny tests of Corymbia citriodora subsp. citriodora and C. citriodora subsp. variegata, being managed for seed production, were used to investigate the likely bias, resulting in overestimation of genetic parameters under the assumption of allogamous mating. When we assumed allogamous mating, we observed inflated predictions of additive variance and narrow-sense heritability (h^a2) of diameter at breast height and height. The overestimate of h^a2 was approximately 32% for C. citriodora subsp. citriodora and 21% for C. citriodora subsp. variegata. Inappropriate modelling of relatedness in eucalypts that assumes panmictic outcrossing when in fact these species have a mixed-mating system results in overestimates of the population genetic gain with selection. |
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Are tree breeders properly predicting genetic gain? A case study involving Corymbia speciesEucalyptusForest improvementHeritabilityInbreedingMixed-mating systemREMLThe estimation of quantitative genetic parameters in breeding programs is important to ensure efficient selection. In this context, knowledge of the mating system is critical, as it underpins assumptions about inter-relatedness on which variance component estimation depends. However, proper account of the breeding system is not always taken, either because it is unknown and/or because it is ignored. That eucalypts have a mixed-mating system is well-established, however many breeders use models that assume outcrossed mating with an infinite number of male parents (i.e. allogamous mating), from which genetic parameter estimates are then used to predict genetic gains. First-generation, open-pollinated progeny tests of Corymbia citriodora subsp. citriodora and C. citriodora subsp. variegata, being managed for seed production, were used to investigate the likely bias, resulting in overestimation of genetic parameters under the assumption of allogamous mating. When we assumed allogamous mating, we observed inflated predictions of additive variance and narrow-sense heritability (h^a2) of diameter at breast height and height. The overestimate of h^a2 was approximately 32% for C. citriodora subsp. citriodora and 21% for C. citriodora subsp. variegata. Inappropriate modelling of relatedness in eucalypts that assumes panmictic outcrossing when in fact these species have a mixed-mating system results in overestimates of the population genetic gain with selection.Programa de Pós-Graduação em Ciência Florestal Faculdade de Ciências Agronômicas UNESP – Universidade Estadual Paulista, Rua José Barbosa de Barros, 1780, Portaria II: Rodovia Alcides Soares, Km 3Instituto de Pesquisas e Estudos Florestais (IPEF), Avenida Pádua Dias 11, Caixa Postal 530University of the Sunshine Coast, Locked Bag 4CSIRO Australian Tree Seed Centre, Clunies Ross StreetPrograma de Pós-Graduação em Ciência Florestal Faculdade de Ciências Agronômicas UNESP – Universidade Estadual Paulista, Rua José Barbosa de Barros, 1780, Portaria II: Rodovia Alcides Soares, Km 3Universidade Estadual Paulista (Unesp)Instituto de Pesquisas e Estudos Florestais (IPEF)University of the Sunshine CoastCSIRO Australian Tree Seed CentreTambarussi, Evandro Vagner [UNESP]Pereira, Fernanda Bortolanza [UNESP]da Silva, Paulo Henrique MüllerLee, DavidBush, David2018-12-11T17:22:04Z2018-12-11T17:22:04Z2018-08-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://dx.doi.org/10.1007/s10681-018-2229-9Euphytica, v. 214, n. 8, 2018.1573-50600014-2336http://hdl.handle.net/11449/17668610.1007/s10681-018-2229-92-s2.0-850511079132-s2.0-85051107913.pdfScopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengEuphytica0,7420,742info:eu-repo/semantics/openAccess2024-04-30T13:10:49Zoai:repositorio.unesp.br:11449/176686Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462024-08-05T16:16:29.747579Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false |
dc.title.none.fl_str_mv |
Are tree breeders properly predicting genetic gain? A case study involving Corymbia species |
title |
Are tree breeders properly predicting genetic gain? A case study involving Corymbia species |
spellingShingle |
Are tree breeders properly predicting genetic gain? A case study involving Corymbia species Tambarussi, Evandro Vagner [UNESP] Eucalyptus Forest improvement Heritability Inbreeding Mixed-mating system REML |
title_short |
Are tree breeders properly predicting genetic gain? A case study involving Corymbia species |
title_full |
Are tree breeders properly predicting genetic gain? A case study involving Corymbia species |
title_fullStr |
Are tree breeders properly predicting genetic gain? A case study involving Corymbia species |
title_full_unstemmed |
Are tree breeders properly predicting genetic gain? A case study involving Corymbia species |
title_sort |
Are tree breeders properly predicting genetic gain? A case study involving Corymbia species |
author |
Tambarussi, Evandro Vagner [UNESP] |
author_facet |
Tambarussi, Evandro Vagner [UNESP] Pereira, Fernanda Bortolanza [UNESP] da Silva, Paulo Henrique Müller Lee, David Bush, David |
author_role |
author |
author2 |
Pereira, Fernanda Bortolanza [UNESP] da Silva, Paulo Henrique Müller Lee, David Bush, David |
author2_role |
author author author author |
dc.contributor.none.fl_str_mv |
Universidade Estadual Paulista (Unesp) Instituto de Pesquisas e Estudos Florestais (IPEF) University of the Sunshine Coast CSIRO Australian Tree Seed Centre |
dc.contributor.author.fl_str_mv |
Tambarussi, Evandro Vagner [UNESP] Pereira, Fernanda Bortolanza [UNESP] da Silva, Paulo Henrique Müller Lee, David Bush, David |
dc.subject.por.fl_str_mv |
Eucalyptus Forest improvement Heritability Inbreeding Mixed-mating system REML |
topic |
Eucalyptus Forest improvement Heritability Inbreeding Mixed-mating system REML |
description |
The estimation of quantitative genetic parameters in breeding programs is important to ensure efficient selection. In this context, knowledge of the mating system is critical, as it underpins assumptions about inter-relatedness on which variance component estimation depends. However, proper account of the breeding system is not always taken, either because it is unknown and/or because it is ignored. That eucalypts have a mixed-mating system is well-established, however many breeders use models that assume outcrossed mating with an infinite number of male parents (i.e. allogamous mating), from which genetic parameter estimates are then used to predict genetic gains. First-generation, open-pollinated progeny tests of Corymbia citriodora subsp. citriodora and C. citriodora subsp. variegata, being managed for seed production, were used to investigate the likely bias, resulting in overestimation of genetic parameters under the assumption of allogamous mating. When we assumed allogamous mating, we observed inflated predictions of additive variance and narrow-sense heritability (h^a2) of diameter at breast height and height. The overestimate of h^a2 was approximately 32% for C. citriodora subsp. citriodora and 21% for C. citriodora subsp. variegata. Inappropriate modelling of relatedness in eucalypts that assumes panmictic outcrossing when in fact these species have a mixed-mating system results in overestimates of the population genetic gain with selection. |
publishDate |
2018 |
dc.date.none.fl_str_mv |
2018-12-11T17:22:04Z 2018-12-11T17:22:04Z 2018-08-01 |
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/10.1007/s10681-018-2229-9 Euphytica, v. 214, n. 8, 2018. 1573-5060 0014-2336 http://hdl.handle.net/11449/176686 10.1007/s10681-018-2229-9 2-s2.0-85051107913 2-s2.0-85051107913.pdf |
url |
http://dx.doi.org/10.1007/s10681-018-2229-9 http://hdl.handle.net/11449/176686 |
identifier_str_mv |
Euphytica, v. 214, n. 8, 2018. 1573-5060 0014-2336 10.1007/s10681-018-2229-9 2-s2.0-85051107913 2-s2.0-85051107913.pdf |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
Euphytica 0,742 0,742 |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
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 |
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1808128628296253440 |