Diversidade e estrutura genética em populações naturais de Pterodon emarginatus Vogel (leguminosae)

Detalhes bibliográficos
Autor(a) principal: Pinto, Marcos Vinícius Pereira
Data de Publicação: 2017
Tipo de documento: Dissertação
Idioma: por
Título da fonte: Repositório Institucional da UFG
Texto Completo: http://repositorio.bc.ufg.br/tede/handle/tede/9102
Resumo: Genetic diversity is a fundamental component for the survival of any species over evolutionary time, because it is the repertoire of possible responses to environmental pressures, which are dynamic and constant. Knowledge of the magnitude and structuring patterns of this diversity allows to understand how environmental and microevolutionary factors have interacted over time and shaped the populations. Microsatellite markers have been the most used molecular tool in recent decades for mapping studies of diversity and genetic structure due to its high degree of polymorphism, genomic abundance and codominant nature. For native species these markers rarely are available, however, the regions flanking the microsatellites are usually conserved among evolutionarily close species, which allows the transfer of these markers. Pterodon emarginatus Vogel, popularly known as Sucupira branca, is a tree plant belonging to the legume family. This species is widely used for medicinal purposes because of the broad properties of its secondary compounds. In addition, it provides rigid wood of interest for construction and is also used as an ornamental species. Despite the substantial number of studies directed to the medicinal potential, little is known about the genetic diversity present in this species. Therefore, the objectives of the work were to transfer to P. emarginatus microsatellite markers developed for Dipteryx alata and to access the diversity and genetic structure in natural populations of P. emarginatus. For this, the cross-amplification of 25 primers were tested and 12 natural populations were genotyped for 6 loci. Of the 25 primers tested, 2 (8%) showed good amplification and polymorphism pattern. The set of markers used revealed a total of 45 alleles for the 12 populations evaluated, with a mean of 7.667 per locus. This value ranged from 4 (DaE12) to 22 (PVESTBR067). Populations showed intermediate levels of genetic diversity (He = 0.555) and greater variability within populations than among populations. Small but significant levels of inbreeding were detected due to both the mating system and the population subdivision (f = 0.07; Fst = 0.073). These results support that the species presents a mixed mating system, being preferentially allogama. The pattern of divergence among populations was moderately structured in space (Mantel = 0.440, p <0.002) indicating a profile of large continuous populations with significant levels of gene flow over distances up to approximately 400 km.
id UFG-2_e585941fb32cc0bd3d8e5a9f19ed0003
oai_identifier_str oai:repositorio.bc.ufg.br:tede/9102
network_acronym_str UFG-2
network_name_str Repositório Institucional da UFG
repository_id_str
spelling Soares, Thannya Nascimentohttp://lattes.cnpq.br/5590256762396056Soares, Thannya NascimentoTelles, Mariana Pires de CamposMansano, Vidal de Freitashttp://lattes.cnpq.br/0379743706023207Pinto, Marcos Vinícius Pereira2018-11-28T13:49:22Z2017-09-22PINTO, M. V. P. Diversidade e estrutura genética em populações naturais de Pterodon emarginatus Vogel (leguminosae). 2017. 50 f. Dissertação (Mestrado em Genética e Melhoramento de Plantas) - Universidade Federal de Goiás, Goiânia, 2017.http://repositorio.bc.ufg.br/tede/handle/tede/9102Genetic diversity is a fundamental component for the survival of any species over evolutionary time, because it is the repertoire of possible responses to environmental pressures, which are dynamic and constant. Knowledge of the magnitude and structuring patterns of this diversity allows to understand how environmental and microevolutionary factors have interacted over time and shaped the populations. Microsatellite markers have been the most used molecular tool in recent decades for mapping studies of diversity and genetic structure due to its high degree of polymorphism, genomic abundance and codominant nature. For native species these markers rarely are available, however, the regions flanking the microsatellites are usually conserved among evolutionarily close species, which allows the transfer of these markers. Pterodon emarginatus Vogel, popularly known as Sucupira branca, is a tree plant belonging to the legume family. This species is widely used for medicinal purposes because of the broad properties of its secondary compounds. In addition, it provides rigid wood of interest for construction and is also used as an ornamental species. Despite the substantial number of studies directed to the medicinal potential, little is known about the genetic diversity present in this species. Therefore, the objectives of the work were to transfer to P. emarginatus microsatellite markers developed for Dipteryx alata and to access the diversity and genetic structure in natural populations of P. emarginatus. For this, the cross-amplification of 25 primers were tested and 12 natural populations were genotyped for 6 loci. Of the 25 primers tested, 2 (8%) showed good amplification and polymorphism pattern. The set of markers used revealed a total of 45 alleles for the 12 populations evaluated, with a mean of 7.667 per locus. This value ranged from 4 (DaE12) to 22 (PVESTBR067). Populations showed intermediate levels of genetic diversity (He = 0.555) and greater variability within populations than among populations. Small but significant levels of inbreeding were detected due to both the mating system and the population subdivision (f = 0.07; Fst = 0.073). These results support that the species presents a mixed mating system, being preferentially allogama. The pattern of divergence among populations was moderately structured in space (Mantel = 0.440, p <0.002) indicating a profile of large continuous populations with significant levels of gene flow over distances up to approximately 400 km.A diversidade genética é componente fundamental para a sobrevivência de qualquer espécie ao longo do tempo evolutivo, isto porque configura-se como o repertório de possíveis respostas ás pressões ambientais, que são dinâmicas e constantes. O conhecimento da magnitude e dos padrões de estruturação dessa diversidade permite entender como fatores ambientais e microevolutivos tem interagido ao longo do tempo e moldado as populações, possibilitando melhor uso e conservação. Marcadores microssatélites tem sido a ferramenta molecular mais utilizada nas últimas décadas para estudos de mapeamento de diversidade e estrutura genética, devido ao seu alto grau de polimorfismo, abundância genômica e natureza codominante. Para espécies nativas raramente esses marcadores estão disponíveis, no entanto, as regiões que flanqueiam os microssatélites costumam ser conservadas entre espécies evolutivamente próximas, o que possibilita a transferência desses marcadores. Pterodon emarginatus Vogel, popularmente conhecida como Sucupira Branca, é uma planta arbórea pertencente à família das leguminosas. Esta espécie é amplamente utilizada com propósitos medicinais devido ao vasto potencial terapêutico de seus compostos secundários. Além disso, fornece madeira rígida de interesse para construção civil e também é utilizada como espécie ornamental. Apesar da grande quantidade de estudos direcionados para o potencial medicinal, pouco se sabe sobre a diversidade genética presente nessa espécie. Diante disso, os objetivos do trabalho foram transferir para P. emarginatus marcadores microssatélites desenvolvidos para Dipteryx alata e acessar a diversidade e estrutura genética em populações naturais de P. emarginatus. Para isso, foi testada à amplificação cruzada de 25 iniciadores e 12 populações naturais foram genotipadas para 6 locos microssatelites. Dos 25 iniciadores testados, 2 (8%) apresentaram bom padrão de amplificação e polimorfismo. O conjunto de marcadores utilizados revelou um total de quarenta e cinco alelos, com uma média de 7,667 por loco. Esse valor variou de 4 (DaE12) a 22 (PVESTBR067). As populações apresentaram nível intermediário de diversidade genética (He=0,555) e maior variabilidade dentro de populações do que entre populações. Foram detectados pequenos, porém significativos, níveis de endogamia devido tanto ao sistema de acasalamento quanto a subdivisão populacional (f= 0,07; Fst= 0,073). Esses resultados suportam que a espécie apresenta sistema misto de acasalamento. O padrão de divergência entre as populacionais demonstrou-se moderadamente estruturado no espaço (Mantel= 0,440; p<0,002) indicando um perfil de grandes populações continuas, com níveis significativos de fluxo gênico em distancias até aproximadamente 400 km.Submitted by Liliane Ferreira (ljuvencia30@gmail.com) on 2018-11-28T12:01:20Z No. of bitstreams: 2 Dissertação - Marcos Vinícius Pereira Pinto - 2017.pdf: 1766318 bytes, checksum: 434666d4b4d8dea79ee04fb075107a9b (MD5) license_rdf: 0 bytes, checksum: d41d8cd98f00b204e9800998ecf8427e (MD5)Approved for entry into archive by Luciana Ferreira (lucgeral@gmail.com) on 2018-11-28T13:49:22Z (GMT) No. of bitstreams: 2 Dissertação - Marcos Vinícius Pereira Pinto - 2017.pdf: 1766318 bytes, checksum: 434666d4b4d8dea79ee04fb075107a9b (MD5) license_rdf: 0 bytes, checksum: d41d8cd98f00b204e9800998ecf8427e (MD5)Made available in DSpace on 2018-11-28T13:49:22Z (GMT). No. of bitstreams: 2 Dissertação - Marcos Vinícius Pereira Pinto - 2017.pdf: 1766318 bytes, checksum: 434666d4b4d8dea79ee04fb075107a9b (MD5) license_rdf: 0 bytes, checksum: d41d8cd98f00b204e9800998ecf8427e (MD5) Previous issue date: 2017-09-22Fundação de Amparo à Pesquisa do Estado de Goiás - FAPEGapplication/pdfporUniversidade Federal de GoiásPrograma de Pós-graduação em Genética e Melhoramento de Plantas (EA)UFGBrasilEscola de Agronomia - EA (RG)http://creativecommons.org/licenses/by-nc-nd/4.0/info:eu-repo/semantics/openAccessPterodon emarginatusMicrossatéliteDiversidade genéticaPterodon emarginatusMicrosatelliteGenetic diversityCIENCIAS AGRARIAS::AGRONOMIADiversidade e estrutura genética em populações naturais de Pterodon emarginatus Vogel (leguminosae)Diversity and genetic structure of natural populations of Pterodon emarginatus Vogel (leguminosae)info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesis-6265679607231828330600600600600-6046953723502374070-3091138714907603907-961409807440757778reponame:Repositório Institucional da UFGinstname:Universidade Federal de Goiás (UFG)instacron:UFGLICENSElicense.txtlicense.txttext/plain; charset=utf-82165http://repositorio.bc.ufg.br/tede/bitstreams/de92fa14-d1ba-4365-9bcd-21eb6d63d91d/downloadbd3efa91386c1718a7f26a329fdcb468MD51CC-LICENSElicense_urllicense_urltext/plain; charset=utf-849http://repositorio.bc.ufg.br/tede/bitstreams/21eaf475-d60c-44fc-a2a7-634c9dbbd307/download4afdbb8c545fd630ea7db775da747b2fMD52license_textlicense_texttext/html; charset=utf-80http://repositorio.bc.ufg.br/tede/bitstreams/ea954e1f-23ab-4a39-9e02-8fbb1ffc577f/downloadd41d8cd98f00b204e9800998ecf8427eMD53license_rdflicense_rdfapplication/rdf+xml; charset=utf-80http://repositorio.bc.ufg.br/tede/bitstreams/8ec205be-448f-4f2c-9674-261604cf280a/downloadd41d8cd98f00b204e9800998ecf8427eMD54ORIGINALDissertação - Marcos Vinícius Pereira Pinto - 2017.pdfDissertação - Marcos Vinícius Pereira Pinto - 2017.pdfapplication/pdf1766318http://repositorio.bc.ufg.br/tede/bitstreams/950da60f-e4fd-4cdd-8ce9-808c6800d33e/download434666d4b4d8dea79ee04fb075107a9bMD55tede/91022018-11-28 11:49:22.962http://creativecommons.org/licenses/by-nc-nd/4.0/Acesso Abertoopen.accessoai:repositorio.bc.ufg.br:tede/9102http://repositorio.bc.ufg.br/tedeRepositório InstitucionalPUBhttp://repositorio.bc.ufg.br/oai/requesttasesdissertacoes.bc@ufg.bropendoar:2018-11-28T13:49:22Repositório Institucional da UFG - Universidade Federal de Goiás (UFG)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
dc.title.eng.fl_str_mv Diversidade e estrutura genética em populações naturais de Pterodon emarginatus Vogel (leguminosae)
dc.title.alternative.eng.fl_str_mv Diversity and genetic structure of natural populations of Pterodon emarginatus Vogel (leguminosae)
title Diversidade e estrutura genética em populações naturais de Pterodon emarginatus Vogel (leguminosae)
spellingShingle Diversidade e estrutura genética em populações naturais de Pterodon emarginatus Vogel (leguminosae)
Pinto, Marcos Vinícius Pereira
Pterodon emarginatus
Microssatélite
Diversidade genética
Pterodon emarginatus
Microsatellite
Genetic diversity
CIENCIAS AGRARIAS::AGRONOMIA
title_short Diversidade e estrutura genética em populações naturais de Pterodon emarginatus Vogel (leguminosae)
title_full Diversidade e estrutura genética em populações naturais de Pterodon emarginatus Vogel (leguminosae)
title_fullStr Diversidade e estrutura genética em populações naturais de Pterodon emarginatus Vogel (leguminosae)
title_full_unstemmed Diversidade e estrutura genética em populações naturais de Pterodon emarginatus Vogel (leguminosae)
title_sort Diversidade e estrutura genética em populações naturais de Pterodon emarginatus Vogel (leguminosae)
author Pinto, Marcos Vinícius Pereira
author_facet Pinto, Marcos Vinícius Pereira
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 Telles, Mariana Pires de Campos
dc.contributor.referee3.fl_str_mv Mansano, Vidal de Freitas
dc.contributor.authorLattes.fl_str_mv http://lattes.cnpq.br/0379743706023207
dc.contributor.author.fl_str_mv Pinto, Marcos Vinícius Pereira
contributor_str_mv Soares, Thannya Nascimento
Soares, Thannya Nascimento
Telles, Mariana Pires de Campos
Mansano, Vidal de Freitas
dc.subject.por.fl_str_mv Pterodon emarginatus
Microssatélite
Diversidade genética
topic Pterodon emarginatus
Microssatélite
Diversidade genética
Pterodon emarginatus
Microsatellite
Genetic diversity
CIENCIAS AGRARIAS::AGRONOMIA
dc.subject.eng.fl_str_mv Pterodon emarginatus
Microsatellite
Genetic diversity
dc.subject.cnpq.fl_str_mv CIENCIAS AGRARIAS::AGRONOMIA
description Genetic diversity is a fundamental component for the survival of any species over evolutionary time, because it is the repertoire of possible responses to environmental pressures, which are dynamic and constant. Knowledge of the magnitude and structuring patterns of this diversity allows to understand how environmental and microevolutionary factors have interacted over time and shaped the populations. Microsatellite markers have been the most used molecular tool in recent decades for mapping studies of diversity and genetic structure due to its high degree of polymorphism, genomic abundance and codominant nature. For native species these markers rarely are available, however, the regions flanking the microsatellites are usually conserved among evolutionarily close species, which allows the transfer of these markers. Pterodon emarginatus Vogel, popularly known as Sucupira branca, is a tree plant belonging to the legume family. This species is widely used for medicinal purposes because of the broad properties of its secondary compounds. In addition, it provides rigid wood of interest for construction and is also used as an ornamental species. Despite the substantial number of studies directed to the medicinal potential, little is known about the genetic diversity present in this species. Therefore, the objectives of the work were to transfer to P. emarginatus microsatellite markers developed for Dipteryx alata and to access the diversity and genetic structure in natural populations of P. emarginatus. For this, the cross-amplification of 25 primers were tested and 12 natural populations were genotyped for 6 loci. Of the 25 primers tested, 2 (8%) showed good amplification and polymorphism pattern. The set of markers used revealed a total of 45 alleles for the 12 populations evaluated, with a mean of 7.667 per locus. This value ranged from 4 (DaE12) to 22 (PVESTBR067). Populations showed intermediate levels of genetic diversity (He = 0.555) and greater variability within populations than among populations. Small but significant levels of inbreeding were detected due to both the mating system and the population subdivision (f = 0.07; Fst = 0.073). These results support that the species presents a mixed mating system, being preferentially allogama. The pattern of divergence among populations was moderately structured in space (Mantel = 0.440, p <0.002) indicating a profile of large continuous populations with significant levels of gene flow over distances up to approximately 400 km.
publishDate 2017
dc.date.issued.fl_str_mv 2017-09-22
dc.date.accessioned.fl_str_mv 2018-11-28T13:49:22Z
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 PINTO, M. V. P. Diversidade e estrutura genética em populações naturais de Pterodon emarginatus Vogel (leguminosae). 2017. 50 f. Dissertação (Mestrado em Genética e Melhoramento de Plantas) - Universidade Federal de Goiás, Goiânia, 2017.
dc.identifier.uri.fl_str_mv http://repositorio.bc.ufg.br/tede/handle/tede/9102
identifier_str_mv PINTO, M. V. P. Diversidade e estrutura genética em populações naturais de Pterodon emarginatus Vogel (leguminosae). 2017. 50 f. Dissertação (Mestrado em Genética e Melhoramento de Plantas) - Universidade Federal de Goiás, Goiânia, 2017.
url http://repositorio.bc.ufg.br/tede/handle/tede/9102
dc.language.iso.fl_str_mv por
language por
dc.relation.program.fl_str_mv -6265679607231828330
dc.relation.confidence.fl_str_mv 600
600
600
600
dc.relation.department.fl_str_mv -6046953723502374070
dc.relation.cnpq.fl_str_mv -3091138714907603907
dc.relation.sponsorship.fl_str_mv -961409807440757778
dc.rights.driver.fl_str_mv http://creativecommons.org/licenses/by-nc-nd/4.0/
info:eu-repo/semantics/openAccess
rights_invalid_str_mv http://creativecommons.org/licenses/by-nc-nd/4.0/
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
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)
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/de92fa14-d1ba-4365-9bcd-21eb6d63d91d/download
http://repositorio.bc.ufg.br/tede/bitstreams/21eaf475-d60c-44fc-a2a7-634c9dbbd307/download
http://repositorio.bc.ufg.br/tede/bitstreams/ea954e1f-23ab-4a39-9e02-8fbb1ffc577f/download
http://repositorio.bc.ufg.br/tede/bitstreams/8ec205be-448f-4f2c-9674-261604cf280a/download
http://repositorio.bc.ufg.br/tede/bitstreams/950da60f-e4fd-4cdd-8ce9-808c6800d33e/download
bitstream.checksum.fl_str_mv bd3efa91386c1718a7f26a329fdcb468
4afdbb8c545fd630ea7db775da747b2f
d41d8cd98f00b204e9800998ecf8427e
d41d8cd98f00b204e9800998ecf8427e
434666d4b4d8dea79ee04fb075107a9b
bitstream.checksumAlgorithm.fl_str_mv MD5
MD5
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_ 1798044325285724160