Genetic architecture of root-knot nematode resistance in common beans
Autor(a) principal: | |
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Data de Publicação: | 2023 |
Tipo de documento: | Dissertação |
Idioma: | eng |
Título da fonte: | Biblioteca Digital de Teses e Dissertações da USP |
Texto Completo: | https://www.teses.usp.br/teses/disponiveis/11/11137/tde-04012024-170539/ |
Resumo: | The common bean (Phaseolus vulgaris L.) is a crop used for direct human consumption. The grain covers essential micronutrients and valuable protein content, thus contributing to food security in developing countries. However, attacks by root-knot nematode (RKN - Meloidogyne incognita) threaten common bean cultivation, causing substantial yield losses. Undoubtedly, crop resistance is an outstanding approach for suppressing nematode infection. To give continuity to our previous studies for unveiling the genetic architecture of typical bean response to RKN (race 3 of Meloidogyne incognita), contrasting genotypes were identified and crossed. The segregating population (F2), which consisted of 388 individuals, was genotyped using GBS (genotyping-by-sequencing), and a customized high-throughput phenotyping approach was developed to acquire trait data for a subset of 200 F2:3 families. The traits egg mass (EM), root-galling index (RG), and root dry mass (RM) were evaluated over time within greenhouse conditions under a completely randomized design with ten replicates. Linkage and quantitative trait loci (QTL) mapping were carried out, and functional mapping of the associated regions was used for candidate genes discovery. A total Linkage map resulting in 954 SNPs assigned to 11 linkage groups totaling 1,687 cM was used as a basis for Composite Interval Mapping (CIM) and Multiple Interval Mapping (MIM), identifying four major QTLs (Pv03, Pv05, Pv08 and Pv10). The selected model was used to calculate the genotypic values of individuals, with the marker-assisted selection (MAS) approach, arriving at a list of the top 10 genotypes for use in MAS. The correlation between observed and predicted values was 0.72, considered high; the result shows the relevance of the model. Candidate genes were identified in response to GI, with domains related to WRKY and MAPK (Mitogen-Activated Protein Kinase) cascades. This work represents a significant step in understanding the genetic architecture of RNK resistance in the common bean. It sets the stage for implementing MAS in a breeding population against pathogen resistance in the bean family. |
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Genetic architecture of root-knot nematode resistance in common beansArquitetura genética da resistência ao nematóide de galhas em feijoeiro comumMeloidogyne incognitaMeloidogyne incognitaPhaseolus vulgaris L.Phaseolus vulgaris L.Candidate genesGenes candidatosMapeamento de QTLsQTL mappingThe common bean (Phaseolus vulgaris L.) is a crop used for direct human consumption. The grain covers essential micronutrients and valuable protein content, thus contributing to food security in developing countries. However, attacks by root-knot nematode (RKN - Meloidogyne incognita) threaten common bean cultivation, causing substantial yield losses. Undoubtedly, crop resistance is an outstanding approach for suppressing nematode infection. To give continuity to our previous studies for unveiling the genetic architecture of typical bean response to RKN (race 3 of Meloidogyne incognita), contrasting genotypes were identified and crossed. The segregating population (F2), which consisted of 388 individuals, was genotyped using GBS (genotyping-by-sequencing), and a customized high-throughput phenotyping approach was developed to acquire trait data for a subset of 200 F2:3 families. The traits egg mass (EM), root-galling index (RG), and root dry mass (RM) were evaluated over time within greenhouse conditions under a completely randomized design with ten replicates. Linkage and quantitative trait loci (QTL) mapping were carried out, and functional mapping of the associated regions was used for candidate genes discovery. A total Linkage map resulting in 954 SNPs assigned to 11 linkage groups totaling 1,687 cM was used as a basis for Composite Interval Mapping (CIM) and Multiple Interval Mapping (MIM), identifying four major QTLs (Pv03, Pv05, Pv08 and Pv10). The selected model was used to calculate the genotypic values of individuals, with the marker-assisted selection (MAS) approach, arriving at a list of the top 10 genotypes for use in MAS. The correlation between observed and predicted values was 0.72, considered high; the result shows the relevance of the model. Candidate genes were identified in response to GI, with domains related to WRKY and MAPK (Mitogen-Activated Protein Kinase) cascades. This work represents a significant step in understanding the genetic architecture of RNK resistance in the common bean. It sets the stage for implementing MAS in a breeding population against pathogen resistance in the bean family.O feijão comum (Phaseolus vulgaris L.) é uma cultura utilizada para consumo humano direto. O grão contém micronutrientes essenciais e um valioso conteúdo proteico, contribuindo assim para a segurança alimentar nos países em desenvolvimento. No entanto, os ataques do nematóide das galhas (RKN - Meloidogyne incognita) representam uma ameaça ao cultivo do feijão comum, causando perdas substanciais de rendimento. Sem dúvida, a resistência das culturas é uma excelente abordagem para suprimir a infecção por nematoides. Para dar continuidade aos nossos estudos anteriores no que tange a arquitetura genética da resposta do feijoeiro ao RKN - raça 3, genótipos contrastantes foram identificados e cruzados. A população segregante (F2), que consistia em 388 indivíduos, foi genotipada usando GBS (genotipagem por sequenciamento), e uma abordagem personalizada de fenotipagem de alto rendimento foi desenvolvida para adquirir dados de características para um subconjunto de 200 famílias F2:3. As características massa de ovos (EM), índice de galhas (GI) e massa seca radicular (RM) foram avaliadas ao longo do tempo em condições de casa de vegetação sobre um delineamento inteiramente casualizados com dez repetições. Foi realizado a construção de um mapa de ligação e mapeamento de QTLs (quantitative trait loci), e o mapeamento funcional das regiões associadas foi utilizado para descoberta de genes candidatos. Um mapa de ligação resultando em 954 SNPs atribuídos a 11 grupos de ligação totalizando 1.687 cM foi usado como base para o Mapeamento de Intervalo Composto (CIM) e Mapeamento de Intervalo Múltiplo (MIM), identificando quatro QTLs principais (Pv03, Pv05, Pv08 e Pv10). O modelo selecionado foi usado para calcular os valores genotípicos dos indivíduos, dentro do enfoque de seleção assistida por marcadores moleculares (MAS), chegando a uma lista de top 10 genótipos para uso em MAS. A correlação entre valores observados e valores preditos foi de 0.72, considerada alta, o resultado mostra a relevância do modelo. Genes candidatos foram identificados em resposta ao GI, com domínios relacionados às cascatas WRKY e MAPK (Mitogen-Activated Protein Kinase). Este trabalho representa um passo significativo na compreensão da arquitetura genética da resistência a RNK no feijoeiro comum. Ele prepara o terreno para a implementação do MAS em uma população segregante para a resistência a patógenos na família do feijão.Biblioteca Digitais de Teses e Dissertações da USPGarcia, Antonio Augusto FrancoSouza, Talissa de Oliveira Floriani Zimmermann de2023-10-30info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisapplication/pdfhttps://www.teses.usp.br/teses/disponiveis/11/11137/tde-04012024-170539/reponame:Biblioteca Digital de Teses e Dissertações da USPinstname:Universidade de São Paulo (USP)instacron:USPReter o conteúdo por motivos de patente, publicação e/ou direitos autoriais.info:eu-repo/semantics/openAccesseng2024-01-08T18:14:02Zoai:teses.usp.br:tde-04012024-170539Biblioteca Digital de Teses e Dissertaçõeshttp://www.teses.usp.br/PUBhttp://www.teses.usp.br/cgi-bin/mtd2br.plvirginia@if.usp.br|| atendimento@aguia.usp.br||virginia@if.usp.bropendoar:27212024-01-08T18:14:02Biblioteca Digital de Teses e Dissertações da USP - Universidade de São Paulo (USP)false |
dc.title.none.fl_str_mv |
Genetic architecture of root-knot nematode resistance in common beans Arquitetura genética da resistência ao nematóide de galhas em feijoeiro comum |
title |
Genetic architecture of root-knot nematode resistance in common beans |
spellingShingle |
Genetic architecture of root-knot nematode resistance in common beans Souza, Talissa de Oliveira Floriani Zimmermann de Meloidogyne incognita Meloidogyne incognita Phaseolus vulgaris L. Phaseolus vulgaris L. Candidate genes Genes candidatos Mapeamento de QTLs QTL mapping |
title_short |
Genetic architecture of root-knot nematode resistance in common beans |
title_full |
Genetic architecture of root-knot nematode resistance in common beans |
title_fullStr |
Genetic architecture of root-knot nematode resistance in common beans |
title_full_unstemmed |
Genetic architecture of root-knot nematode resistance in common beans |
title_sort |
Genetic architecture of root-knot nematode resistance in common beans |
author |
Souza, Talissa de Oliveira Floriani Zimmermann de |
author_facet |
Souza, Talissa de Oliveira Floriani Zimmermann de |
author_role |
author |
dc.contributor.none.fl_str_mv |
Garcia, Antonio Augusto Franco |
dc.contributor.author.fl_str_mv |
Souza, Talissa de Oliveira Floriani Zimmermann de |
dc.subject.por.fl_str_mv |
Meloidogyne incognita Meloidogyne incognita Phaseolus vulgaris L. Phaseolus vulgaris L. Candidate genes Genes candidatos Mapeamento de QTLs QTL mapping |
topic |
Meloidogyne incognita Meloidogyne incognita Phaseolus vulgaris L. Phaseolus vulgaris L. Candidate genes Genes candidatos Mapeamento de QTLs QTL mapping |
description |
The common bean (Phaseolus vulgaris L.) is a crop used for direct human consumption. The grain covers essential micronutrients and valuable protein content, thus contributing to food security in developing countries. However, attacks by root-knot nematode (RKN - Meloidogyne incognita) threaten common bean cultivation, causing substantial yield losses. Undoubtedly, crop resistance is an outstanding approach for suppressing nematode infection. To give continuity to our previous studies for unveiling the genetic architecture of typical bean response to RKN (race 3 of Meloidogyne incognita), contrasting genotypes were identified and crossed. The segregating population (F2), which consisted of 388 individuals, was genotyped using GBS (genotyping-by-sequencing), and a customized high-throughput phenotyping approach was developed to acquire trait data for a subset of 200 F2:3 families. The traits egg mass (EM), root-galling index (RG), and root dry mass (RM) were evaluated over time within greenhouse conditions under a completely randomized design with ten replicates. Linkage and quantitative trait loci (QTL) mapping were carried out, and functional mapping of the associated regions was used for candidate genes discovery. A total Linkage map resulting in 954 SNPs assigned to 11 linkage groups totaling 1,687 cM was used as a basis for Composite Interval Mapping (CIM) and Multiple Interval Mapping (MIM), identifying four major QTLs (Pv03, Pv05, Pv08 and Pv10). The selected model was used to calculate the genotypic values of individuals, with the marker-assisted selection (MAS) approach, arriving at a list of the top 10 genotypes for use in MAS. The correlation between observed and predicted values was 0.72, considered high; the result shows the relevance of the model. Candidate genes were identified in response to GI, with domains related to WRKY and MAPK (Mitogen-Activated Protein Kinase) cascades. This work represents a significant step in understanding the genetic architecture of RNK resistance in the common bean. It sets the stage for implementing MAS in a breeding population against pathogen resistance in the bean family. |
publishDate |
2023 |
dc.date.none.fl_str_mv |
2023-10-30 |
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.uri.fl_str_mv |
https://www.teses.usp.br/teses/disponiveis/11/11137/tde-04012024-170539/ |
url |
https://www.teses.usp.br/teses/disponiveis/11/11137/tde-04012024-170539/ |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
|
dc.rights.driver.fl_str_mv |
Reter o conteúdo por motivos de patente, publicação e/ou direitos autoriais. info:eu-repo/semantics/openAccess |
rights_invalid_str_mv |
Reter o conteúdo por motivos de patente, publicação e/ou direitos autoriais. |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
application/pdf |
dc.coverage.none.fl_str_mv |
|
dc.publisher.none.fl_str_mv |
Biblioteca Digitais de Teses e Dissertações da USP |
publisher.none.fl_str_mv |
Biblioteca Digitais de Teses e Dissertações da USP |
dc.source.none.fl_str_mv |
reponame:Biblioteca Digital de Teses e Dissertações da USP instname:Universidade de São Paulo (USP) instacron:USP |
instname_str |
Universidade de São Paulo (USP) |
instacron_str |
USP |
institution |
USP |
reponame_str |
Biblioteca Digital de Teses e Dissertações da USP |
collection |
Biblioteca Digital de Teses e Dissertações da USP |
repository.name.fl_str_mv |
Biblioteca Digital de Teses e Dissertações da USP - Universidade de São Paulo (USP) |
repository.mail.fl_str_mv |
virginia@if.usp.br|| atendimento@aguia.usp.br||virginia@if.usp.br |
_version_ |
1815256647686160384 |