Mapeamento de QTL para caracteres de importância agronômica em arroz no cruzamento Araguaia X Maninjau
Autor(a) principal: | |
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Data de Publicação: | 2020 |
Tipo de documento: | Dissertação |
Idioma: | por |
Título da fonte: | Repositório Institucional da UFG |
dARK ID: | ark:/38995/001300000f19c |
Texto Completo: | http://repositorio.bc.ufg.br/tede/handle/tede/10914 |
Resumo: | The productivity of the main food crops will not be sufficient to meet the anticipated demands for food. Rice (Oryza sativa L.) is the main food for a large part of the world population, and increasing its productivity has been one of the main objectives of breeding programs in the world, with the aim of developing rice cultivars with greater productive potential and production stability than those available today. Adaptability and stability studies, together with the mapping of QTL (Quantitative Trait Loci) aiming at the discovery of markers for assisted selection, can boost the obtaining of commercial cultivars that meet the demand for rice grain production. This work aimed to identify: 1) Recombinant Inbred Lines (RILs) productive, with greater adaptability and stability, and 2) QTLs related to important agronomic characters in a population of RILs from the interspecific crossing Araguaia x Maninjau. The adaptability and stability analysis was performed in two locations (Boa Vista - RR and Goianira - GO) to obtain phenotypic data of four agronomic traits and identification of superior inbred lines. The RILs and the genitors were genotyped by the DArTseq methodology to obtain SNPs markers and silico DArTs for the QTL mapping. After consolidating the data from the field and genotyping experiments, the QTLs analysis was performed considering 234 RILs and 8,911 SNPs and DArTs by the multiple interval mapping method, with LOD≥ 3.0. The interspecific crossing generated enough variability to select superior inbred lines and favorable alleles for QTL mapping. The Goianira experiment showed the most productive RILs (average of 6,455 kg/ha) and the most resistant to lodging (average score of 1.7), while the Boa Vista experiment showed precocious RILs (average of 72.1 days until flowering) and lower plants (average height of 106.51 cm). The genitor Maninjau had a better phenotypic performance for productivity, while Araguaia was more precocious, lower and resistant to lodging. Two line stood out for performing well in different environments for multiple characters. Twenty-two significant QTLs (LOD≥ 3.0) were identified, six for grain yield, five for days to flowering and 11 for plant height, with explained phenotypic variation ranging from 3.94% to 35.36 The QTL PTHT12 for plant height had stability between environments. The QTL mapping confirmed that the genitor Maninjau was the donor of 66.6% of the favorable alleles to increase grain productivity, and that Araguaia was the donor of 100% of the favorable alleles for early flowering and 63.3% for size low in RILs. The line with the best performance are indicated to continue in the breeding program. Potential markers were identified for grain yield, flowering and plant height, and are indicated for the validation step for use in the assisted selection routine of rice breeding programs in Brazil |
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Brondani, Claudiohttp://lattes.cnpq.br/4775600104554147Brondani, ClaudioVianello, Rosana PereiraBorba, Tereza Cristina de Oliveirahttp://lattes.cnpq.br/2619927772448907Santos, Jéssica Fernanda Ferreira dos2020-11-06T11:56:04Z2020-11-06T11:56:04Z2020-09-30SANTOS, J. F. F. Mapeamento de QTL para caracteres de importância agronômica em arroz no cruzamento Araguaia X Maninjau. 2020. 124 f. Dissertação (Mestrado em Genética e Melhoramento de Plantas) - Universidade Federal de Goiás, Goiânia, 2020.http://repositorio.bc.ufg.br/tede/handle/tede/10914ark:/38995/001300000f19cThe productivity of the main food crops will not be sufficient to meet the anticipated demands for food. Rice (Oryza sativa L.) is the main food for a large part of the world population, and increasing its productivity has been one of the main objectives of breeding programs in the world, with the aim of developing rice cultivars with greater productive potential and production stability than those available today. Adaptability and stability studies, together with the mapping of QTL (Quantitative Trait Loci) aiming at the discovery of markers for assisted selection, can boost the obtaining of commercial cultivars that meet the demand for rice grain production. This work aimed to identify: 1) Recombinant Inbred Lines (RILs) productive, with greater adaptability and stability, and 2) QTLs related to important agronomic characters in a population of RILs from the interspecific crossing Araguaia x Maninjau. The adaptability and stability analysis was performed in two locations (Boa Vista - RR and Goianira - GO) to obtain phenotypic data of four agronomic traits and identification of superior inbred lines. The RILs and the genitors were genotyped by the DArTseq methodology to obtain SNPs markers and silico DArTs for the QTL mapping. After consolidating the data from the field and genotyping experiments, the QTLs analysis was performed considering 234 RILs and 8,911 SNPs and DArTs by the multiple interval mapping method, with LOD≥ 3.0. The interspecific crossing generated enough variability to select superior inbred lines and favorable alleles for QTL mapping. The Goianira experiment showed the most productive RILs (average of 6,455 kg/ha) and the most resistant to lodging (average score of 1.7), while the Boa Vista experiment showed precocious RILs (average of 72.1 days until flowering) and lower plants (average height of 106.51 cm). The genitor Maninjau had a better phenotypic performance for productivity, while Araguaia was more precocious, lower and resistant to lodging. Two line stood out for performing well in different environments for multiple characters. Twenty-two significant QTLs (LOD≥ 3.0) were identified, six for grain yield, five for days to flowering and 11 for plant height, with explained phenotypic variation ranging from 3.94% to 35.36 The QTL PTHT12 for plant height had stability between environments. The QTL mapping confirmed that the genitor Maninjau was the donor of 66.6% of the favorable alleles to increase grain productivity, and that Araguaia was the donor of 100% of the favorable alleles for early flowering and 63.3% for size low in RILs. The line with the best performance are indicated to continue in the breeding program. Potential markers were identified for grain yield, flowering and plant height, and are indicated for the validation step for use in the assisted selection routine of rice breeding programs in BrazilA produtividade das principais culturas alimentares não será suficiente para atender às demandas previstas por alimentos. O arroz (Oryza sativa L.) é o principal alimento de grande parte da população mundial, e o incremento de sua produtividade tem sido um dos principais objetivos dos programas de melhoramento no mundo, com intuito de desenvolver cultivares de arroz com maior potencial produtivo e estabilidade da produção do que as disponíveis hoje. Estudos de adaptabilidade e estabilidade, juntamente com o mapeamento de QTL (Quantitative Trait Loci) visando a descoberta de marcadores para seleção assistida, podem impulsionar a obtenção de cultivares comerciais que atendam a demanda de produção de grão do arroz. Esse trabalho objetivou identificar: 1) linhas puras recombinantes (RILs) produtivas, baixas e precoces com maior adaptabilidade e estabilidade, e 2) QTLs relacionados a caracteres agronômicos de importância em uma população de RILs provinda do cruzamento inter-subespecífico Araguaia x Maninjau. Foi realizada a análise de adaptabilidade e estabilidade em dois locais (Boa Vista – RR e Goianira – GO) para obtenção de dados fenotípicos de quatro caracteres agronômicos e para identificação de linhagens superiores. As RILs e os genitores foram genotipados pela metodologia DArTseq para obtenção de marcadores SNPs e sílico DArTs para o mapeamento de QTL. Após a consolidação dos dados dos experimentos de campo e de genotipagem, a análise de QTLs foi realizada considerando 234 RILs e 8.911 marcadores SNPs e DArTs pelo método de mapeamento por intervalo múltiplo, com LOD≥ 3,0. O cruzamento inter-subespecífico gerou variabilidade suficiente para seleção de linhagens superiores e alelos favoráveis para o mapeamento de QTL. O experimento de Goianira apresentou as linhagens mais produtivas (média de 6.455 Kg/ha) e mais resistentes ao acamamento (nota média de 1,7), enquanto o experimento de Boa Vista teve linhagens mais precoces (média de 72,1 dias até o florescimento) e baixas (altura média de 106,51 cm). O genitor Maninjau teve melhor desempenho fenotípico para produtividade, enquanto o Araguaia se mostrou mais precoce, baixo e resistente ao acamamento. Destacaram-se duas linhagens por apresentar bom desempenho nos diferentes ambientes para múltiplos caracteres. Foram identificados 22 QTLs significativos (LOD≥ 3,0), seis para produtividade de grão, cinco para florescimento e 11 para altura de plantas, com variação fenotípica explicada variando de 3,94% a 35,36%. O QTL PTHT12 para altura de plantas teve estabilidade entre os ambientes. O mapeamento de QTL confirmou que o genitor Maninjau foi o doador de 66,6% dos alelos favoráveis para o aumento da produtividade de grãos, e que Araguaia foi o doador de 100% dos alelos favoráveis para florescimento precoce e 63,3% para porte baixo nas RILs. As linhagens com melhor desempenho são indicadas para seguirem no programa de melhoramento. Marcadores potenciais foram identificados para produtividade grãos, florescimento e altura de plantas, e são indicados para etapa de validação para uso na rotina de seleção assistida de programas de melhoramento genético de arroz do Brasil.Submitted by Luciana Ferreira (lucgeral@gmail.com) on 2020-11-05T12:16:49Z No. of bitstreams: 2 license_rdf: 805 bytes, checksum: 4460e5956bc1d1639be9ae6146a50347 (MD5) Dissertação - Jéssica Fernanda Ferreira dos Santos - 2020.pdf: 6420359 bytes, checksum: bf95f247415522fccff0b32f19d4ea09 (MD5)Approved for entry into archive by Luciana Ferreira (lucgeral@gmail.com) on 2020-11-06T11:56:04Z (GMT) No. of bitstreams: 2 license_rdf: 805 bytes, checksum: 4460e5956bc1d1639be9ae6146a50347 (MD5) Dissertação - Jéssica Fernanda Ferreira dos Santos - 2020.pdf: 6420359 bytes, checksum: bf95f247415522fccff0b32f19d4ea09 (MD5)Made available in DSpace on 2020-11-06T11:56:04Z (GMT). No. of bitstreams: 2 license_rdf: 805 bytes, checksum: 4460e5956bc1d1639be9ae6146a50347 (MD5) Dissertação - Jéssica Fernanda Ferreira dos Santos - 2020.pdf: 6420359 bytes, checksum: bf95f247415522fccff0b32f19d4ea09 (MD5) Previous issue date: 2020-09-30Coordenação 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 (RG)Attribution-NonCommercial-NoDerivatives 4.0 Internationalhttp://creativecommons.org/licenses/by-nc-nd/4.0/info:eu-repo/semantics/openAccessCruzamento inter-subespecíficoLinhagens puras recombinantesMarcadores SNPsDArTsInter-subspecific crossingRecombinant inbred linesSNP markersDArTCIENCIAS BIOLOGICAS::GENETICA::GENETICA VEGETALMapeamento de QTL para caracteres de importância agronômica em arroz no cruzamento Araguaia X ManinjauQTL mapping for traits of agronomic importance in rice in the crossing Araguaia X Maninjauinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesis5650050050050026511reponame:Repositório Institucional da UFGinstname:Universidade Federal de Goiás (UFG)instacron:UFGLICENSElicense.txtlicense.txttext/plain; charset=utf-81748http://repositorio.bc.ufg.br/tede/bitstreams/a2914695-107a-4ac3-a108-ff211240c541/download8a4605be74aa9ea9d79846c1fba20a33MD51CC-LICENSElicense_rdflicense_rdfapplication/rdf+xml; charset=utf-8805http://repositorio.bc.ufg.br/tede/bitstreams/22638c53-1e0a-4403-afa8-f245c8540ff7/download4460e5956bc1d1639be9ae6146a50347MD52ORIGINALDissertação - Jéssica Fernanda Ferreira dos Santos - 2020.pdfDissertação - Jéssica Fernanda Ferreira dos Santos - 2020.pdfapplication/pdf6420359http://repositorio.bc.ufg.br/tede/bitstreams/f5c13896-1214-49eb-988f-3402ed5fc928/downloadbf95f247415522fccff0b32f19d4ea09MD53tede/109142020-11-06 08:56:07.355http://creativecommons.org/licenses/by-nc-nd/4.0/Attribution-NonCommercial-NoDerivatives 4.0 Internationalopen.accessoai:repositorio.bc.ufg.br:tede/10914http://repositorio.bc.ufg.br/tedeRepositório InstitucionalPUBhttp://repositorio.bc.ufg.br/oai/requesttasesdissertacoes.bc@ufg.bropendoar:2020-11-06T11:56:07Repositório Institucional da UFG - Universidade Federal de Goiás (UFG)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 |
dc.title.pt_BR.fl_str_mv |
Mapeamento de QTL para caracteres de importância agronômica em arroz no cruzamento Araguaia X Maninjau |
dc.title.alternative.eng.fl_str_mv |
QTL mapping for traits of agronomic importance in rice in the crossing Araguaia X Maninjau |
title |
Mapeamento de QTL para caracteres de importância agronômica em arroz no cruzamento Araguaia X Maninjau |
spellingShingle |
Mapeamento de QTL para caracteres de importância agronômica em arroz no cruzamento Araguaia X Maninjau Santos, Jéssica Fernanda Ferreira dos Cruzamento inter-subespecífico Linhagens puras recombinantes Marcadores SNPs DArTs Inter-subspecific crossing Recombinant inbred lines SNP markers DArT CIENCIAS BIOLOGICAS::GENETICA::GENETICA VEGETAL |
title_short |
Mapeamento de QTL para caracteres de importância agronômica em arroz no cruzamento Araguaia X Maninjau |
title_full |
Mapeamento de QTL para caracteres de importância agronômica em arroz no cruzamento Araguaia X Maninjau |
title_fullStr |
Mapeamento de QTL para caracteres de importância agronômica em arroz no cruzamento Araguaia X Maninjau |
title_full_unstemmed |
Mapeamento de QTL para caracteres de importância agronômica em arroz no cruzamento Araguaia X Maninjau |
title_sort |
Mapeamento de QTL para caracteres de importância agronômica em arroz no cruzamento Araguaia X Maninjau |
author |
Santos, Jéssica Fernanda Ferreira dos |
author_facet |
Santos, Jéssica Fernanda Ferreira dos |
author_role |
author |
dc.contributor.advisor1.fl_str_mv |
Brondani, Claudio |
dc.contributor.advisor1Lattes.fl_str_mv |
http://lattes.cnpq.br/4775600104554147 |
dc.contributor.referee1.fl_str_mv |
Brondani, Claudio |
dc.contributor.referee2.fl_str_mv |
Vianello, Rosana Pereira |
dc.contributor.referee3.fl_str_mv |
Borba, Tereza Cristina de Oliveira |
dc.contributor.authorLattes.fl_str_mv |
http://lattes.cnpq.br/2619927772448907 |
dc.contributor.author.fl_str_mv |
Santos, Jéssica Fernanda Ferreira dos |
contributor_str_mv |
Brondani, Claudio Brondani, Claudio Vianello, Rosana Pereira Borba, Tereza Cristina de Oliveira |
dc.subject.por.fl_str_mv |
Cruzamento inter-subespecífico Linhagens puras recombinantes Marcadores SNPs DArTs |
topic |
Cruzamento inter-subespecífico Linhagens puras recombinantes Marcadores SNPs DArTs Inter-subspecific crossing Recombinant inbred lines SNP markers DArT CIENCIAS BIOLOGICAS::GENETICA::GENETICA VEGETAL |
dc.subject.eng.fl_str_mv |
Inter-subspecific crossing Recombinant inbred lines SNP markers DArT |
dc.subject.cnpq.fl_str_mv |
CIENCIAS BIOLOGICAS::GENETICA::GENETICA VEGETAL |
description |
The productivity of the main food crops will not be sufficient to meet the anticipated demands for food. Rice (Oryza sativa L.) is the main food for a large part of the world population, and increasing its productivity has been one of the main objectives of breeding programs in the world, with the aim of developing rice cultivars with greater productive potential and production stability than those available today. Adaptability and stability studies, together with the mapping of QTL (Quantitative Trait Loci) aiming at the discovery of markers for assisted selection, can boost the obtaining of commercial cultivars that meet the demand for rice grain production. This work aimed to identify: 1) Recombinant Inbred Lines (RILs) productive, with greater adaptability and stability, and 2) QTLs related to important agronomic characters in a population of RILs from the interspecific crossing Araguaia x Maninjau. The adaptability and stability analysis was performed in two locations (Boa Vista - RR and Goianira - GO) to obtain phenotypic data of four agronomic traits and identification of superior inbred lines. The RILs and the genitors were genotyped by the DArTseq methodology to obtain SNPs markers and silico DArTs for the QTL mapping. After consolidating the data from the field and genotyping experiments, the QTLs analysis was performed considering 234 RILs and 8,911 SNPs and DArTs by the multiple interval mapping method, with LOD≥ 3.0. The interspecific crossing generated enough variability to select superior inbred lines and favorable alleles for QTL mapping. The Goianira experiment showed the most productive RILs (average of 6,455 kg/ha) and the most resistant to lodging (average score of 1.7), while the Boa Vista experiment showed precocious RILs (average of 72.1 days until flowering) and lower plants (average height of 106.51 cm). The genitor Maninjau had a better phenotypic performance for productivity, while Araguaia was more precocious, lower and resistant to lodging. Two line stood out for performing well in different environments for multiple characters. Twenty-two significant QTLs (LOD≥ 3.0) were identified, six for grain yield, five for days to flowering and 11 for plant height, with explained phenotypic variation ranging from 3.94% to 35.36 The QTL PTHT12 for plant height had stability between environments. The QTL mapping confirmed that the genitor Maninjau was the donor of 66.6% of the favorable alleles to increase grain productivity, and that Araguaia was the donor of 100% of the favorable alleles for early flowering and 63.3% for size low in RILs. The line with the best performance are indicated to continue in the breeding program. Potential markers were identified for grain yield, flowering and plant height, and are indicated for the validation step for use in the assisted selection routine of rice breeding programs in Brazil |
publishDate |
2020 |
dc.date.accessioned.fl_str_mv |
2020-11-06T11:56:04Z |
dc.date.available.fl_str_mv |
2020-11-06T11:56:04Z |
dc.date.issued.fl_str_mv |
2020-09-30 |
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 |
SANTOS, J. F. F. Mapeamento de QTL para caracteres de importância agronômica em arroz no cruzamento Araguaia X Maninjau. 2020. 124 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/10914 |
dc.identifier.dark.fl_str_mv |
ark:/38995/001300000f19c |
identifier_str_mv |
SANTOS, J. F. F. Mapeamento de QTL para caracteres de importância agronômica em arroz no cruzamento Araguaia X Maninjau. 2020. 124 f. Dissertação (Mestrado em Genética e Melhoramento de Plantas) - Universidade Federal de Goiás, Goiânia, 2020. ark:/38995/001300000f19c |
url |
http://repositorio.bc.ufg.br/tede/handle/tede/10914 |
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 |
651 |
dc.relation.sponsorship.fl_str_mv |
1 |
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 (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/a2914695-107a-4ac3-a108-ff211240c541/download http://repositorio.bc.ufg.br/tede/bitstreams/22638c53-1e0a-4403-afa8-f245c8540ff7/download http://repositorio.bc.ufg.br/tede/bitstreams/f5c13896-1214-49eb-988f-3402ed5fc928/download |
bitstream.checksum.fl_str_mv |
8a4605be74aa9ea9d79846c1fba20a33 4460e5956bc1d1639be9ae6146a50347 bf95f247415522fccff0b32f19d4ea09 |
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_ |
1815172648526675968 |