Variabilidade genética quantitativa e estrutura populacional de Dipteryx alata Vog. do cerrado

Detalhes bibliográficos
Autor(a) principal: Mota, Elias Emanuel Silva
Data de Publicação: 2017
Tipo de documento: Tese
Idioma: por
Título da fonte: Repositório Institucional da UFG
Texto Completo: http://repositorio.bc.ufg.br/tede/handle/tede/13148
Resumo: The objective of this study was to estimate genetic parameters for quantitative traits of Dipteryx alata; to infer about the influence of climatic, edaphic and geographic factors on the phenotypic divergence among subpopulations and to compare the population genetic structure of the species, based on quantitative and molecular data, to infer about the adaptive processes in the subpopulations. The germplasm collection consists of 600 plants in the field, in a randomized complete block design, with four replications and one plant per plot. Seedlings from the sowing in mid-October 2011 were transplanted to the field in March 2012. A phenotypic evaluation was also carried out in the 25 natural subpopulations, in which leaf and inflorescence data were collected from adult plants in six states of Central Brazil, sampling six plants per subpopulation. A composite sample of soil was also obtained with subsamples collected in the projection of the canopy of the plants. The evaluations of the plants from the germplasm collection, for the purposes of this study, began in March 2013, being the individual accessions characterized morphologically and agronomically. The quantitative data of the collection and the natural subpopulations were submitted to descriptive analysis, analysis of variance and correlation between the silvicultural characters. From the variance components, the genetic parameters of interest were also estimated. The comparison of the population genetic structure via microsatellite marker (FST) and quantitative data (QST) was performed based on the probability distributions of the values of the two estimates, which were generated by parametric bootstrap using 10000 resamples. There was significant variation between subpopulations and progenies within subpopulations, for most of the traits evaluated. There is genetic variability both among and within subpopulation, and its structuring is inherent to the evaluated variable. The traits, initial height, final height, initial diameter, final diameter, stem height and crown diameter showed higher heritability values, having a greater potential for genetic gain by selection and breeding. The geographic distances matrix showed low magnitude correlation only with the distances matrix of the phenotypic data of leaves and with the data matrix of the nutritional contents of leaves. The results of the Mantel tests suggested that the environmental factors (climate and soil), as well as the geographical distribution of the subpopulations are associated, even in small magnitude, with the phenotypic divergence among the subpopulations. Eighteen of the twenty seven characters evaluated for the species suggest that drift is the main cause of differentiation among subpopulations.
id UFG-2_547e5056a21d5fbdc8895008489d0ec8
oai_identifier_str oai:repositorio.bc.ufg.br:tede/13148
network_acronym_str UFG-2
network_name_str Repositório Institucional da UFG
repository_id_str
spelling Chaves, Lázaro Joséhttp://lattes.cnpq.br/9990967290797379Soares, Thannya Nascimentohttp://lattes.cnpq.br/5590256762396056Chaves, Lázaro JoséNovaes, EvandroSoares, Thannya NascimentoNabout, João CarlosRodrigues, Fabríciohttp://lattes.cnpq.br/3909234665860652Mota, Elias Emanuel Silva2023-11-23T11:53:38Z2023-11-23T11:53:38Z2017-11-30MOTA, E. E. S. Variabilidade genética quantitativa e estrutura populacional de Dipteryx alata Vog. do cerrado. 2017. 108 f. Tese (Doutorado em Genética e Melhoramento de Plantas) - Escola de Agronomia, Universidade Federal de Goiás, Goiânia, 2017.http://repositorio.bc.ufg.br/tede/handle/tede/13148The objective of this study was to estimate genetic parameters for quantitative traits of Dipteryx alata; to infer about the influence of climatic, edaphic and geographic factors on the phenotypic divergence among subpopulations and to compare the population genetic structure of the species, based on quantitative and molecular data, to infer about the adaptive processes in the subpopulations. The germplasm collection consists of 600 plants in the field, in a randomized complete block design, with four replications and one plant per plot. Seedlings from the sowing in mid-October 2011 were transplanted to the field in March 2012. A phenotypic evaluation was also carried out in the 25 natural subpopulations, in which leaf and inflorescence data were collected from adult plants in six states of Central Brazil, sampling six plants per subpopulation. A composite sample of soil was also obtained with subsamples collected in the projection of the canopy of the plants. The evaluations of the plants from the germplasm collection, for the purposes of this study, began in March 2013, being the individual accessions characterized morphologically and agronomically. The quantitative data of the collection and the natural subpopulations were submitted to descriptive analysis, analysis of variance and correlation between the silvicultural characters. From the variance components, the genetic parameters of interest were also estimated. The comparison of the population genetic structure via microsatellite marker (FST) and quantitative data (QST) was performed based on the probability distributions of the values of the two estimates, which were generated by parametric bootstrap using 10000 resamples. There was significant variation between subpopulations and progenies within subpopulations, for most of the traits evaluated. There is genetic variability both among and within subpopulation, and its structuring is inherent to the evaluated variable. The traits, initial height, final height, initial diameter, final diameter, stem height and crown diameter showed higher heritability values, having a greater potential for genetic gain by selection and breeding. The geographic distances matrix showed low magnitude correlation only with the distances matrix of the phenotypic data of leaves and with the data matrix of the nutritional contents of leaves. The results of the Mantel tests suggested that the environmental factors (climate and soil), as well as the geographical distribution of the subpopulations are associated, even in small magnitude, with the phenotypic divergence among the subpopulations. Eighteen of the twenty seven characters evaluated for the species suggest that drift is the main cause of differentiation among subpopulations.O objetivo deste estudo foi estimar parâmetros genéticos de caracteres quantitativos de Dipteryx alata; inferir sobre a influência de fatores climáticos, edáficos e geográficos sobre a divergência fenotípica entre as subpopulações e comparar a estrutura genética populacional da espécie, com base em dados quantitativos e moleculares para inferir sobre a atuação dos processos adaptativos nas subpopulações. O estudo foi realizado em uma coleção de germoplasma de barueiro, localizado na área experimental da Escola de Agronomia da Universidade Federal de Goiás, em Goiânia – GO. A coleção de germoplasma foi implantada com 600 plantas em campo, em delineamento de blocos completos casualizados, com quatro repetições e uma planta por parcela. As mudas provenientes da semeadura em meados de outubro de 2011 foram transplantadas para o campo em março de 2012. Foi também realizada uma avaliação em plantas matrizes das 25 subpopulações naturais, tendo sido coletados dados fenotípicos em amostras de folhas e inflorescências, em seis estados, amostrando seis plantas por subpopulação. Também foi obtida uma amostra composta de solo com subamostras coletadas na projeção das copas das plantas. As avaliações das plantas que compõe a coleção de germoplasma de barueiro da EA/UFG, para as finalidades deste estudo, iniciaram-se em março de 2013, sendo os acessos individuais caracterizados morfológica e agronomicamente. Os dados quantitativos da coleção e das subpopulações naturais foram submetidos à análise descritiva, à análise de variância e correlação entre os caracteres silviculturais. A partir dos componentes de variância foram estimados também os parâmetros genéticos de interesse. A comparação das estimativas de estrutura genética populacional a partir de dados de marcadores microssatélites (FST) e dados quantitatívos (QST) foi realizada via comparação entre as distribuições de probabilidade dos valores das duas estimativas, que foram geradas por meio de 10000 reamostragens via bootstrap paramétrico. Houve variação significativa, entre subpopulações e progênies dentro de subpopulações, para a maioria dos caracteres avaliados. Há variabilidade genética tanto entre quanto dentro de subpopulação de barueiro, com estruturação dependente da variável avaliada. Os caracteres, altura inicial, altura final, diâmetro inicial, diâmetro final, altura do fuste e diâmetro de copa apresentaram valores de herdabilidade maiores, tendo então, um maior potencial para ganho genético através de seleção e melhoramento. A matriz de distâncias geográfica apresentou correlação, de baixa magnitude, apenas com a matriz de distâncias dos dados fenotípicos de folhas e com a matriz de dados dos teores nutricionais de folhas. Os resultados dos testes de Mantel simples sugeriram que os fatores ambientais (clima e solo), assim como a distribuição geográfica das subpopulações têm associação, mesmo de pequena magnitude, com a divergência fenotípica entre as subpopulações. Dezoito dos vinte sete caracteres avaliados para a espécie sugerem que a deriva genética é a principal causa da diferenciação entre as subpopulações.Submitted by Marlene Santos (marlene.bc.ufg@gmail.com) on 2023-11-22T20:40:28Z workflow start=Step: editstep - action:claimaction No. of bitstreams: 2 Tese - Elias Emanuel Silva Mota - 2017.pdf: 1519119 bytes, checksum: 61ffd1e71e3c3ef1e7e0ae5046361115 (MD5) license_rdf: 805 bytes, checksum: 4460e5956bc1d1639be9ae6146a50347 (MD5)Step: editstep - action:editaction Approved for entry into archive by Luciana Ferreira(lucgeral@gmail.com) on 2023-11-23T11:53:38Z (GMT)Made available in DSpace on 2023-11-23T11:53:38Z (GMT). No. of bitstreams: 2 Tese - Elias Emanuel Silva Mota - 2017.pdf: 1519119 bytes, checksum: 61ffd1e71e3c3ef1e7e0ae5046361115 (MD5) license_rdf: 805 bytes, checksum: 4460e5956bc1d1639be9ae6146a50347 (MD5) Previous issue date: 2017-11-30Coordenação de Aperfeiçoamento de Pessoal de Nível Superior - CAPESporUniversidade Federal de GoiásPrograma de Pós-graduação em Genética e Melhoramento de Plantas (EA)UFGBrasilEscola de Agronomia - EA (RMG)Attribution-NonCommercial-NoDerivatives 4.0 Internationalhttp://creativecommons.org/licenses/by-nc-nd/4.0/info:eu-repo/semantics/openAccessBaruParâmetros genéticosQSTEstrutura genéticaConservaçãoGenetic parametersGenetic structureConservationCIENCIAS AGRARIAS::RECURSOS FLORESTAIS E ENGENHARIA FLORESTAL::SILVICULTURA::GENETICA E MELHORAMENTO FLORESTALVariabilidade genética quantitativa e estrutura populacional de Dipteryx alata Vog. do cerradoQuantitative genetic variability and population structure of Dipteryx alata Vog. from the Brazilian cerradoinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/doctoralThesisreponame:Repositório Institucional da UFGinstname:Universidade Federal de Goiás (UFG)instacron:UFGORIGINALTese - Elias Emanuel Silva Mota - 2017.pdfTese - Elias Emanuel Silva Mota - 2017.pdfapplication/pdf1519119http://repositorio.bc.ufg.br/tede/bitstreams/b0432889-c2a2-4a79-8a35-08caec6b3256/download61ffd1e71e3c3ef1e7e0ae5046361115MD51LICENSElicense.txtlicense.txttext/plain; charset=utf-81748http://repositorio.bc.ufg.br/tede/bitstreams/cdeb1244-ab6e-43a0-a454-fe3c40c2941a/download8a4605be74aa9ea9d79846c1fba20a33MD52CC-LICENSElicense_rdflicense_rdfapplication/rdf+xml; charset=utf-8805http://repositorio.bc.ufg.br/tede/bitstreams/d9f46524-eac0-4fbe-8414-23d3b3338e80/download4460e5956bc1d1639be9ae6146a50347MD53tede/131482023-11-23 08:53:39.087http://creativecommons.org/licenses/by-nc-nd/4.0/Attribution-NonCommercial-NoDerivatives 4.0 Internationalopen.accessoai:repositorio.bc.ufg.br:tede/13148http://repositorio.bc.ufg.br/tedeRepositório InstitucionalPUBhttp://repositorio.bc.ufg.br/oai/requesttasesdissertacoes.bc@ufg.bropendoar:2023-11-23T11:53:39Repositório Institucional da UFG - Universidade Federal de Goiás (UFG)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
dc.title.none.fl_str_mv Variabilidade genética quantitativa e estrutura populacional de Dipteryx alata Vog. do cerrado
dc.title.alternative.eng.fl_str_mv Quantitative genetic variability and population structure of Dipteryx alata Vog. from the Brazilian cerrado
title Variabilidade genética quantitativa e estrutura populacional de Dipteryx alata Vog. do cerrado
spellingShingle Variabilidade genética quantitativa e estrutura populacional de Dipteryx alata Vog. do cerrado
Mota, Elias Emanuel Silva
Baru
Parâmetros genéticos
QST
Estrutura genética
Conservação
Genetic parameters
Genetic structure
Conservation
CIENCIAS AGRARIAS::RECURSOS FLORESTAIS E ENGENHARIA FLORESTAL::SILVICULTURA::GENETICA E MELHORAMENTO FLORESTAL
title_short Variabilidade genética quantitativa e estrutura populacional de Dipteryx alata Vog. do cerrado
title_full Variabilidade genética quantitativa e estrutura populacional de Dipteryx alata Vog. do cerrado
title_fullStr Variabilidade genética quantitativa e estrutura populacional de Dipteryx alata Vog. do cerrado
title_full_unstemmed Variabilidade genética quantitativa e estrutura populacional de Dipteryx alata Vog. do cerrado
title_sort Variabilidade genética quantitativa e estrutura populacional de Dipteryx alata Vog. do cerrado
author Mota, Elias Emanuel Silva
author_facet Mota, Elias Emanuel Silva
author_role author
dc.contributor.advisor1.fl_str_mv Chaves, Lázaro José
dc.contributor.advisor1Lattes.fl_str_mv http://lattes.cnpq.br/9990967290797379
dc.contributor.advisor-co1.fl_str_mv Soares, Thannya Nascimento
dc.contributor.advisor-co1Lattes.fl_str_mv http://lattes.cnpq.br/5590256762396056
dc.contributor.referee1.fl_str_mv Chaves, Lázaro José
dc.contributor.referee2.fl_str_mv Novaes, Evandro
dc.contributor.referee3.fl_str_mv Soares, Thannya Nascimento
dc.contributor.referee4.fl_str_mv Nabout, João Carlos
dc.contributor.referee5.fl_str_mv Rodrigues, Fabrício
dc.contributor.authorLattes.fl_str_mv http://lattes.cnpq.br/3909234665860652
dc.contributor.author.fl_str_mv Mota, Elias Emanuel Silva
contributor_str_mv Chaves, Lázaro José
Soares, Thannya Nascimento
Chaves, Lázaro José
Novaes, Evandro
Soares, Thannya Nascimento
Nabout, João Carlos
Rodrigues, Fabrício
dc.subject.por.fl_str_mv Baru
Parâmetros genéticos
QST
Estrutura genética
Conservação
topic Baru
Parâmetros genéticos
QST
Estrutura genética
Conservação
Genetic parameters
Genetic structure
Conservation
CIENCIAS AGRARIAS::RECURSOS FLORESTAIS E ENGENHARIA FLORESTAL::SILVICULTURA::GENETICA E MELHORAMENTO FLORESTAL
dc.subject.eng.fl_str_mv Genetic parameters
Genetic structure
Conservation
dc.subject.cnpq.fl_str_mv CIENCIAS AGRARIAS::RECURSOS FLORESTAIS E ENGENHARIA FLORESTAL::SILVICULTURA::GENETICA E MELHORAMENTO FLORESTAL
description The objective of this study was to estimate genetic parameters for quantitative traits of Dipteryx alata; to infer about the influence of climatic, edaphic and geographic factors on the phenotypic divergence among subpopulations and to compare the population genetic structure of the species, based on quantitative and molecular data, to infer about the adaptive processes in the subpopulations. The germplasm collection consists of 600 plants in the field, in a randomized complete block design, with four replications and one plant per plot. Seedlings from the sowing in mid-October 2011 were transplanted to the field in March 2012. A phenotypic evaluation was also carried out in the 25 natural subpopulations, in which leaf and inflorescence data were collected from adult plants in six states of Central Brazil, sampling six plants per subpopulation. A composite sample of soil was also obtained with subsamples collected in the projection of the canopy of the plants. The evaluations of the plants from the germplasm collection, for the purposes of this study, began in March 2013, being the individual accessions characterized morphologically and agronomically. The quantitative data of the collection and the natural subpopulations were submitted to descriptive analysis, analysis of variance and correlation between the silvicultural characters. From the variance components, the genetic parameters of interest were also estimated. The comparison of the population genetic structure via microsatellite marker (FST) and quantitative data (QST) was performed based on the probability distributions of the values of the two estimates, which were generated by parametric bootstrap using 10000 resamples. There was significant variation between subpopulations and progenies within subpopulations, for most of the traits evaluated. There is genetic variability both among and within subpopulation, and its structuring is inherent to the evaluated variable. The traits, initial height, final height, initial diameter, final diameter, stem height and crown diameter showed higher heritability values, having a greater potential for genetic gain by selection and breeding. The geographic distances matrix showed low magnitude correlation only with the distances matrix of the phenotypic data of leaves and with the data matrix of the nutritional contents of leaves. The results of the Mantel tests suggested that the environmental factors (climate and soil), as well as the geographical distribution of the subpopulations are associated, even in small magnitude, with the phenotypic divergence among the subpopulations. Eighteen of the twenty seven characters evaluated for the species suggest that drift is the main cause of differentiation among subpopulations.
publishDate 2017
dc.date.issued.fl_str_mv 2017-11-30
dc.date.accessioned.fl_str_mv 2023-11-23T11:53:38Z
dc.date.available.fl_str_mv 2023-11-23T11:53:38Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/doctoralThesis
format doctoralThesis
status_str publishedVersion
dc.identifier.citation.fl_str_mv MOTA, E. E. S. Variabilidade genética quantitativa e estrutura populacional de Dipteryx alata Vog. do cerrado. 2017. 108 f. Tese (Doutorado em Genética e Melhoramento de Plantas) - Escola de Agronomia, Universidade Federal de Goiás, Goiânia, 2017.
dc.identifier.uri.fl_str_mv http://repositorio.bc.ufg.br/tede/handle/tede/13148
identifier_str_mv MOTA, E. E. S. Variabilidade genética quantitativa e estrutura populacional de Dipteryx alata Vog. do cerrado. 2017. 108 f. Tese (Doutorado em Genética e Melhoramento de Plantas) - Escola de Agronomia, Universidade Federal de Goiás, Goiânia, 2017.
url http://repositorio.bc.ufg.br/tede/handle/tede/13148
dc.language.iso.fl_str_mv por
language por
dc.rights.driver.fl_str_mv Attribution-NonCommercial-NoDerivatives 4.0 International
http://creativecommons.org/licenses/by-nc-nd/4.0/
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Attribution-NonCommercial-NoDerivatives 4.0 International
http://creativecommons.org/licenses/by-nc-nd/4.0/
eu_rights_str_mv openAccess
dc.publisher.none.fl_str_mv Universidade Federal de Goiás
dc.publisher.program.fl_str_mv Programa de Pós-graduação em Genética e Melhoramento de Plantas (EA)
dc.publisher.initials.fl_str_mv UFG
dc.publisher.country.fl_str_mv Brasil
dc.publisher.department.fl_str_mv Escola de Agronomia - EA (RMG)
publisher.none.fl_str_mv Universidade Federal de Goiás
dc.source.none.fl_str_mv reponame:Repositório Institucional da UFG
instname:Universidade Federal de Goiás (UFG)
instacron:UFG
instname_str Universidade Federal de Goiás (UFG)
instacron_str UFG
institution UFG
reponame_str Repositório Institucional da UFG
collection Repositório Institucional da UFG
bitstream.url.fl_str_mv http://repositorio.bc.ufg.br/tede/bitstreams/b0432889-c2a2-4a79-8a35-08caec6b3256/download
http://repositorio.bc.ufg.br/tede/bitstreams/cdeb1244-ab6e-43a0-a454-fe3c40c2941a/download
http://repositorio.bc.ufg.br/tede/bitstreams/d9f46524-eac0-4fbe-8414-23d3b3338e80/download
bitstream.checksum.fl_str_mv 61ffd1e71e3c3ef1e7e0ae5046361115
8a4605be74aa9ea9d79846c1fba20a33
4460e5956bc1d1639be9ae6146a50347
bitstream.checksumAlgorithm.fl_str_mv MD5
MD5
MD5
repository.name.fl_str_mv Repositório Institucional da UFG - Universidade Federal de Goiás (UFG)
repository.mail.fl_str_mv tasesdissertacoes.bc@ufg.br
_version_ 1798044330728882176