Diversidade e estrutura genética de Pterodon emarginatus vogel (leguminosae) no cerrado
Ano de defesa: | 2020 |
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Autor(a) principal: | |
Orientador(a): | |
Banca de defesa: | , , |
Tipo de documento: | Dissertação |
Tipo de acesso: | Acesso aberto |
Idioma: | por |
Instituição de defesa: |
Universidade Federal de Goiás
|
Programa de Pós-Graduação: |
Programa de Pós-graduação em Genética e Melhoramento de Plantas (EA)
|
Departamento: |
Escola de Agronomia - EA (RG)
|
País: |
Brasil
|
Palavras-chave em Português: | |
Palavras-chave em Inglês: | |
Área do conhecimento CNPq: | |
Link de acesso: | http://repositorio.bc.ufg.br/tede/handle/tede/10553 |
Resumo: | Pterodon emarginatus Vogel, popularly known as white sucupira, has characteristics that allow its exploitation as a timber, ornamental and medicinal resource. Knowing the genetic variability in natural populations of a plant genetic resource is important for defining strategies for its use and conservation. The present study had as objective to know the genetic diversity of natural populations of P. emarginatus in the Brazilian cerrado, for use and conservation purposes. 302 individuals were collected, from 13 Brazilian cerrado populations. These individuals were analyzed using 10 microsatellite markers. The detection of the genotypes was performed using the ABI-3500 genetic analyzer (Applied Biosystems). The quality of the loci was evaluated based on estimates of probability of identity and probability of exclusion of paternity, in the Identity4 program. The analyzes of diversity and genetic population structure were performed in the GDA programs and by the hierfstat package, in environment R. The cluster analysis was performed by the Bayesian method, using the STRUCUTRE program. The genetic divergence (pairwise FST) and the Mantel test were estimated, using the hierfstat and Vegan packages in environment R. The presence of genetic discontinuity was verified with the application of the Monmonier algorithm. The identification of priority populations for conservation was performed by the Greedy algorithm, in an R environment. The battery of loci proved to be adequate for the analysis of individual discrimination and for population genetic studies, since the probability of identity was low (PI = 2, 4109 x 10-11) and the exclusion of paternity was high (Q = 0.9999). An average of 15.9 alleles were identified per locus. The observed heterozygosity (0.521) was less than the expected heterozygosity (0.654). The populations exhibited a significant population genetic structure (θp = 0.104), with the presence of inbreeding due to the reproductive system (f = 0.207). The inbreeding of the population group was also high and significant (F = 0.290). Six groups were detected by Bayesian analysis. No relationship was detected between genetic and geographical distance. The populations of Araguaçu TO and Porangatu GO showed genetic discontinuity with four other populations. It was not possible to establish a minimum number of priority populations for conservation, as there is a need to conserve all of them (13) in order to sample all the alleles identified in the present study. This study reveals that the natural populations of P. emarginatus have high genetic diversity, but this diversity .is structured among populations and that there is inbreeding within populations due to the reproductive system. In addition, the genetic divergence is not explained by the geographical distance and the populations have a low redundancy of allelic richness. Such results imply the need for a greater sampling effort, both of individuals and populations, in works aimed at the conservation and use of the species. |
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Soares, Thannya Nascimentohttp://lattes.cnpq.br/5590256762396056Soares, Thannya NascimentoChaves, Lázaro JoséRocha, Dulce Maria Sucena dahttp://lattes.cnpq.br/3297616186097793Sousa, Daniel Ferreira de2020-09-04T11:18:45Z2020-09-04T11:18:45Z2020-06-29SOUSA, D. F. Diversidade e estrutura genética de Pterodon emarginatus vogel (leguminosae) no cerrado. 2020. 56 f. Dissertação (Mestrado em Genética e Melhoramento de Plantas) - Universidade Federal de Goiás, Goiânia, 2020.http://repositorio.bc.ufg.br/tede/handle/tede/10553Pterodon emarginatus Vogel, popularly known as white sucupira, has characteristics that allow its exploitation as a timber, ornamental and medicinal resource. Knowing the genetic variability in natural populations of a plant genetic resource is important for defining strategies for its use and conservation. The present study had as objective to know the genetic diversity of natural populations of P. emarginatus in the Brazilian cerrado, for use and conservation purposes. 302 individuals were collected, from 13 Brazilian cerrado populations. These individuals were analyzed using 10 microsatellite markers. The detection of the genotypes was performed using the ABI-3500 genetic analyzer (Applied Biosystems). The quality of the loci was evaluated based on estimates of probability of identity and probability of exclusion of paternity, in the Identity4 program. The analyzes of diversity and genetic population structure were performed in the GDA programs and by the hierfstat package, in environment R. The cluster analysis was performed by the Bayesian method, using the STRUCUTRE program. The genetic divergence (pairwise FST) and the Mantel test were estimated, using the hierfstat and Vegan packages in environment R. The presence of genetic discontinuity was verified with the application of the Monmonier algorithm. The identification of priority populations for conservation was performed by the Greedy algorithm, in an R environment. The battery of loci proved to be adequate for the analysis of individual discrimination and for population genetic studies, since the probability of identity was low (PI = 2, 4109 x 10-11) and the exclusion of paternity was high (Q = 0.9999). An average of 15.9 alleles were identified per locus. The observed heterozygosity (0.521) was less than the expected heterozygosity (0.654). The populations exhibited a significant population genetic structure (θp = 0.104), with the presence of inbreeding due to the reproductive system (f = 0.207). The inbreeding of the population group was also high and significant (F = 0.290). Six groups were detected by Bayesian analysis. No relationship was detected between genetic and geographical distance. The populations of Araguaçu TO and Porangatu GO showed genetic discontinuity with four other populations. It was not possible to establish a minimum number of priority populations for conservation, as there is a need to conserve all of them (13) in order to sample all the alleles identified in the present study. This study reveals that the natural populations of P. emarginatus have high genetic diversity, but this diversity .is structured among populations and that there is inbreeding within populations due to the reproductive system. In addition, the genetic divergence is not explained by the geographical distance and the populations have a low redundancy of allelic richness. Such results imply the need for a greater sampling effort, both of individuals and populations, in works aimed at the conservation and use of the species.Pterodon emarginatus Vogel, conhecida popularmente como sucupira-branca, possui características que possibilitam a sua exploração como recurso madeireiro, ornamental e medicinal. Conhecer a variabilidade genética nas populações naturais de um recurso genético vegetal é importante para a definição de estratégias para o seu uso e conservação. O presente estudo teve como objetivo conhecer a diversidade genética de populações naturais P. emarginatus no Cerrado, para fins de uso e conservação. Foram coletados 302 indivíduos, provenientes de 13 populações do Cerrado. Esses indivíduos foram analisados com 10 marcadores microssatélites. A detecção dos genótipos foi realizada pelo emprego do analisador genético ABI-3500 (Applied Biosystems). A qualidade dos locos foi avaliada com base em estimativas de probabilidade de identidade e da probabilidade de exclusão de paternidade, no programa Identity4. As análises de diversidade e estrutura genética populacional foram realizadas nos programas GDA e pelo pacote hierfstat, em ambiente R. Foi realizada a análise de agrupamento por método bayesiano, com o uso do programa STRUCUTRE. Foi estimada a divergência genética (FST par a par) e o teste de Mantel, com o uso dos pacotes hierfstat e Vegan em ambiente R. A presença de descontinuidade genética foi verificada com a aplicação do algoritmo de Monmonier. A identificação de populações prioritárias para conservação foi realizada pelo algoritmo Greedy, em ambiente R. A bateria de locos se mostrou adequada para a análises de discriminação individual e para estudos genético populacionais, uma vez que a probabilidade de identidade foi baixa (PI = 2,4109 x 10-11) e a exclusão de paternidade foi alta (Q = 0,9998). Foram identificados 15,9 alelos em média, por loco. A heterozigosidade observada (0,521) foi menor do que a heterozigosidade esperada (0,654). As populações exibiram estrutura genética populacional significativa (θp = 0,104), com presença de endogamia decorrente do sistema reprodutivo (f = 0,207). A endogamia do conjunto de populações também foi alta e significativa (F = 0,290). Foram detectados seis grupos genéticos pela análise Bayesiana. Não foram detectadas relações entre a distância genética e geográfica. As populações de Araguaçu-TO e Porangatu-GO apresentaram descontinuidade genética com quatro populações. Não foi possível estabelecer um número mínimo de populações prioritárias para conservação, pois há a necessidade de se conservar todas elas (13) para se amostrar todos os alelos identificados no presente estudo. Este estudo revela que as populações naturais de P. emarginatus apresentam alta diversidade genética, porém esta diversidade está estruturada nessas populações que, ainda, apresentam endogamia decorrente do sistema reprodutivo. Além disso, a divergência genética não é explicada pela distância geográfica e as populações apresentam baixa redundância de riqueza alélica. Tais resultados implicam na necessidade de um maior esforço amostral, tanto de indivíduos, quanto de populações, em trabalhos que visem a conservação e uso da espécie.Submitted by Franciele Moreira (francielemoreyra@gmail.com) on 2020-09-04T03:52:08Z No. of bitstreams: 2 license_rdf: 811 bytes, checksum: e39d27027a6cc9cb039ad269a5db8e34 (MD5) Dissertação - Daniel Ferreira de Sousa - 2020.pdf: 1709488 bytes, checksum: 6fd55b9745f6bf36b7d8037d8368d202 (MD5)Approved for entry into archive by Luciana Ferreira (lucgeral@gmail.com) on 2020-09-04T11:18:45Z (GMT) No. of bitstreams: 2 license_rdf: 811 bytes, checksum: e39d27027a6cc9cb039ad269a5db8e34 (MD5) Dissertação - Daniel Ferreira de Sousa - 2020.pdf: 1709488 bytes, checksum: 6fd55b9745f6bf36b7d8037d8368d202 (MD5)Made available in DSpace on 2020-09-04T11:18:45Z (GMT). No. of bitstreams: 2 license_rdf: 811 bytes, checksum: e39d27027a6cc9cb039ad269a5db8e34 (MD5) Dissertação - Daniel Ferreira de Sousa - 2020.pdf: 1709488 bytes, checksum: 6fd55b9745f6bf36b7d8037d8368d202 (MD5) Previous issue date: 2020-06-29Coordenação 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 (RG)Attribution-NonCommercial-NoDerivs 3.0 Brazilhttp://creativecommons.org/licenses/by-nc-nd/3.0/br/info:eu-repo/semantics/openAccessGenética da conservaçãoMicrossatélitesRecurso genéticoSucupira-brancaConservation geneticsGenetic resourcesMicrosatellitesSucupira-brancaCIENCIAS AGRARIAS::AGRONOMIADiversidade e estrutura genética de Pterodon emarginatus vogel (leguminosae) no cerradoinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesis5650050050050021511reponame:Repositório Institucional da UFGinstname:Universidade Federal de Goiás (UFG)instacron:UFGLICENSElicense.txtlicense.txttext/plain; charset=utf-81748http://repositorio.bc.ufg.br/tede/bitstreams/f53e6ef1-4f13-401d-84bc-2f94eb95a914/download8a4605be74aa9ea9d79846c1fba20a33MD51CC-LICENSElicense_rdflicense_rdfapplication/rdf+xml; charset=utf-8811http://repositorio.bc.ufg.br/tede/bitstreams/0af511b8-9861-48d7-8964-7dfdf9788e0d/downloade39d27027a6cc9cb039ad269a5db8e34MD52ORIGINALDissertação - Daniel Ferreira de Sousa - 2020.pdfDissertação - Daniel Ferreira de Sousa - 2020.pdfapplication/pdf1709488http://repositorio.bc.ufg.br/tede/bitstreams/32035765-87a4-48b3-be9d-180713abe4db/download6fd55b9745f6bf36b7d8037d8368d202MD53tede/105532020-09-04 08:18:45.664http://creativecommons.org/licenses/by-nc-nd/3.0/br/Attribution-NonCommercial-NoDerivs 3.0 Brazilopen.accessoai:repositorio.bc.ufg.br:tede/10553http://repositorio.bc.ufg.br/tedeRepositório InstitucionalPUBhttp://repositorio.bc.ufg.br/oai/requesttasesdissertacoes.bc@ufg.bropendoar:2020-09-04T11:18:45Repositório Institucional da UFG - Universidade Federal de Goiás (UFG)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 |
dc.title.pt_BR.fl_str_mv |
Diversidade e estrutura genética de Pterodon emarginatus vogel (leguminosae) no cerrado |
title |
Diversidade e estrutura genética de Pterodon emarginatus vogel (leguminosae) no cerrado |
spellingShingle |
Diversidade e estrutura genética de Pterodon emarginatus vogel (leguminosae) no cerrado Sousa, Daniel Ferreira de Genética da conservação Microssatélites Recurso genético Sucupira-branca Conservation genetics Genetic resources Microsatellites Sucupira-branca CIENCIAS AGRARIAS::AGRONOMIA |
title_short |
Diversidade e estrutura genética de Pterodon emarginatus vogel (leguminosae) no cerrado |
title_full |
Diversidade e estrutura genética de Pterodon emarginatus vogel (leguminosae) no cerrado |
title_fullStr |
Diversidade e estrutura genética de Pterodon emarginatus vogel (leguminosae) no cerrado |
title_full_unstemmed |
Diversidade e estrutura genética de Pterodon emarginatus vogel (leguminosae) no cerrado |
title_sort |
Diversidade e estrutura genética de Pterodon emarginatus vogel (leguminosae) no cerrado |
author |
Sousa, Daniel Ferreira de |
author_facet |
Sousa, Daniel Ferreira de |
author_role |
author |
dc.contributor.advisor1.fl_str_mv |
Soares, Thannya Nascimento |
dc.contributor.advisor1Lattes.fl_str_mv |
http://lattes.cnpq.br/5590256762396056 |
dc.contributor.referee1.fl_str_mv |
Soares, Thannya Nascimento |
dc.contributor.referee2.fl_str_mv |
Chaves, Lázaro José |
dc.contributor.referee3.fl_str_mv |
Rocha, Dulce Maria Sucena da |
dc.contributor.authorLattes.fl_str_mv |
http://lattes.cnpq.br/3297616186097793 |
dc.contributor.author.fl_str_mv |
Sousa, Daniel Ferreira de |
contributor_str_mv |
Soares, Thannya Nascimento Soares, Thannya Nascimento Chaves, Lázaro José Rocha, Dulce Maria Sucena da |
dc.subject.por.fl_str_mv |
Genética da conservação Microssatélites Recurso genético Sucupira-branca |
topic |
Genética da conservação Microssatélites Recurso genético Sucupira-branca Conservation genetics Genetic resources Microsatellites Sucupira-branca CIENCIAS AGRARIAS::AGRONOMIA |
dc.subject.eng.fl_str_mv |
Conservation genetics Genetic resources Microsatellites Sucupira-branca |
dc.subject.cnpq.fl_str_mv |
CIENCIAS AGRARIAS::AGRONOMIA |
description |
Pterodon emarginatus Vogel, popularly known as white sucupira, has characteristics that allow its exploitation as a timber, ornamental and medicinal resource. Knowing the genetic variability in natural populations of a plant genetic resource is important for defining strategies for its use and conservation. The present study had as objective to know the genetic diversity of natural populations of P. emarginatus in the Brazilian cerrado, for use and conservation purposes. 302 individuals were collected, from 13 Brazilian cerrado populations. These individuals were analyzed using 10 microsatellite markers. The detection of the genotypes was performed using the ABI-3500 genetic analyzer (Applied Biosystems). The quality of the loci was evaluated based on estimates of probability of identity and probability of exclusion of paternity, in the Identity4 program. The analyzes of diversity and genetic population structure were performed in the GDA programs and by the hierfstat package, in environment R. The cluster analysis was performed by the Bayesian method, using the STRUCUTRE program. The genetic divergence (pairwise FST) and the Mantel test were estimated, using the hierfstat and Vegan packages in environment R. The presence of genetic discontinuity was verified with the application of the Monmonier algorithm. The identification of priority populations for conservation was performed by the Greedy algorithm, in an R environment. The battery of loci proved to be adequate for the analysis of individual discrimination and for population genetic studies, since the probability of identity was low (PI = 2, 4109 x 10-11) and the exclusion of paternity was high (Q = 0.9999). An average of 15.9 alleles were identified per locus. The observed heterozygosity (0.521) was less than the expected heterozygosity (0.654). The populations exhibited a significant population genetic structure (θp = 0.104), with the presence of inbreeding due to the reproductive system (f = 0.207). The inbreeding of the population group was also high and significant (F = 0.290). Six groups were detected by Bayesian analysis. No relationship was detected between genetic and geographical distance. The populations of Araguaçu TO and Porangatu GO showed genetic discontinuity with four other populations. It was not possible to establish a minimum number of priority populations for conservation, as there is a need to conserve all of them (13) in order to sample all the alleles identified in the present study. This study reveals that the natural populations of P. emarginatus have high genetic diversity, but this diversity .is structured among populations and that there is inbreeding within populations due to the reproductive system. In addition, the genetic divergence is not explained by the geographical distance and the populations have a low redundancy of allelic richness. Such results imply the need for a greater sampling effort, both of individuals and populations, in works aimed at the conservation and use of the species. |
publishDate |
2020 |
dc.date.accessioned.fl_str_mv |
2020-09-04T11:18:45Z |
dc.date.available.fl_str_mv |
2020-09-04T11:18:45Z |
dc.date.issued.fl_str_mv |
2020-06-29 |
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.citation.fl_str_mv |
SOUSA, D. F. Diversidade e estrutura genética de Pterodon emarginatus vogel (leguminosae) no cerrado. 2020. 56 f. Dissertação (Mestrado em Genética e Melhoramento de Plantas) - Universidade Federal de Goiás, Goiânia, 2020. |
dc.identifier.uri.fl_str_mv |
http://repositorio.bc.ufg.br/tede/handle/tede/10553 |
identifier_str_mv |
SOUSA, D. F. Diversidade e estrutura genética de Pterodon emarginatus vogel (leguminosae) no cerrado. 2020. 56 f. Dissertação (Mestrado em Genética e Melhoramento de Plantas) - Universidade Federal de Goiás, Goiânia, 2020. |
url |
http://repositorio.bc.ufg.br/tede/handle/tede/10553 |
dc.language.iso.fl_str_mv |
por |
language |
por |
dc.relation.program.fl_str_mv |
56 |
dc.relation.confidence.fl_str_mv |
500 500 500 500 |
dc.relation.department.fl_str_mv |
2 |
dc.relation.cnpq.fl_str_mv |
151 |
dc.relation.sponsorship.fl_str_mv |
1 |
dc.rights.driver.fl_str_mv |
Attribution-NonCommercial-NoDerivs 3.0 Brazil http://creativecommons.org/licenses/by-nc-nd/3.0/br/ info:eu-repo/semantics/openAccess |
rights_invalid_str_mv |
Attribution-NonCommercial-NoDerivs 3.0 Brazil http://creativecommons.org/licenses/by-nc-nd/3.0/br/ |
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 (RG) |
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) |
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UFG |
institution |
UFG |
reponame_str |
Repositório Institucional da UFG |
collection |
Repositório Institucional da UFG |
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8a4605be74aa9ea9d79846c1fba20a33 e39d27027a6cc9cb039ad269a5db8e34 6fd55b9745f6bf36b7d8037d8368d202 |
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_ |
1798044947180421120 |