Genome-wide association for root morphology and phosphorus acquisition efficiency in a diverse maize panel.

Detalhes bibliográficos
Autor(a) principal: Guimaraes, Claudia Teixeira
Data de Publicação: 2023
Outros Autores: Tinoco, Sylvia Morais de Sousa, Magalhaes, Jurandir Vieira, Guimarães, Lauro José Moreira, Ribeiro, Carlos Alexandre Gomes, Negri, Barbara França
Tipo de documento: Conjunto de dados
Título da fonte: Repositório de Dados de Pesquisa da EMBRAPA (Redape)
Texto Completo: https://doi.org/10.48432/JIXKTR
Resumo: Abstract: Genome-wide association was undertaken with 561 tropical maize inbred lines from Embrapa and DTMA panels for root morphology and P acquisition traits under low- and high-P concentrations, using 353,540 SNP markers. P supply modified root morphology traits, biomass and P content in the global maize panel, but root length and root surface area changed differentially in Embrapa and DTMA panels. This suggests that different root plasticity mechanisms exist for maize adaptation to low-P conditions. A total of 87 SNPs were associated to phenotypic traits in both P conditions at −log10(p-value) ≥ 5, whereas only seven SNPs reached the Bonferroni significance. Among these SNPs, S9_137746077, which is located upstream of the gene GRMZM2G378852 that encodes a MAPKKK protein kinase, was significantly associated with total seedling dry weight, with the same allele increasing root length and root surface area under P deficiency. The C allele of S8_88600375, mapped within GRMZM2G044531 that encodes an AGC kinase, significantly enhanced root length under low P, positively affecting root surface area and seedling weight. The broad genetic diversity evaluated in this panel suggests that candidate genes and favorable alleles could be exploited to improve P efficiency in maize breeding programs of Africa and Latin America.
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spelling https://doi.org/10.48432/JIXKTRGuimaraes, Claudia TeixeiraTinoco, Sylvia Morais de SousaMagalhaes, Jurandir VieiraGuimarães, Lauro José MoreiraRibeiro, Carlos Alexandre GomesNegri, Barbara FrançaGenome-wide association for root morphology and phosphorus acquisition efficiency in a diverse maize panel.Associação genômica ampla para morfologia radicular e eficiência na aquisição de fósforo em um painel diverso de milho.RedapeAbstract: Genome-wide association was undertaken with 561 tropical maize inbred lines from Embrapa and DTMA panels for root morphology and P acquisition traits under low- and high-P concentrations, using 353,540 SNP markers. P supply modified root morphology traits, biomass and P content in the global maize panel, but root length and root surface area changed differentially in Embrapa and DTMA panels. This suggests that different root plasticity mechanisms exist for maize adaptation to low-P conditions. A total of 87 SNPs were associated to phenotypic traits in both P conditions at −log10(p-value) ≥ 5, whereas only seven SNPs reached the Bonferroni significance. Among these SNPs, S9_137746077, which is located upstream of the gene GRMZM2G378852 that encodes a MAPKKK protein kinase, was significantly associated with total seedling dry weight, with the same allele increasing root length and root surface area under P deficiency. The C allele of S8_88600375, mapped within GRMZM2G044531 that encodes an AGC kinase, significantly enhanced root length under low P, positively affecting root surface area and seedling weight. The broad genetic diversity evaluated in this panel suggests that candidate genes and favorable alleles could be exploited to improve P efficiency in maize breeding programs of Africa and Latin America.Resumo: A associação genômica ampla foi realizada com 561 linhagens endogâmicas de milho tropical dos painéis da Embrapa e DTMA para morfologia radicular e características de aquisição de P sob baixa e alta concentrações de P, utilizando 353.540 marcadores SNPs. O fornecimento de P modificou características de morfologia radicular, biomassa e conteúdo de P no painel global de milho, mas o comprimento e a área de superfície radicular foram alterados diferencialmente entre os painéis Embrapa e DTMA. Isto sugere que existem diferentes mecanismos de plasticidade radicular para a adaptação do milho às condições de baixo P. Um total de 87 SNPs foram associados com as características fenotípicas em ambas as condições P considerando −log10 (valor de p) ≥ 5, enquanto apenas sete SNPs alcançaram o nível de significância de Bonferroni. Entre esses SNPs, o S9_137746077, localizado a montante do gene GRMZM2G378852 que codifica uma proteína quinase MAPKKK, foi significativamente associado ao peso seco total das plântulas, com o mesmo alelo aumentando o comprimento e a área de superfície radicular sob deficiência de P. O alelo C do SNP S8_88600375, mapeado dentro do gene predito GRMZM2G044531 que codifica uma AGC quinase, aumentou significativamente o comprimento da raiz sob baixo P, afetando positivamente a área de superfície da raiz e o peso das plântulas. A ampla diversidade genética avaliada neste painel sugere que genes candidatos e alelos favoráveis podem ser explorados para melhorar a eficiência do P em programas de melhoramento de milho na África e na América Latina.2023-12-14info:eu-repo/semantics/openAccesshttps://www.redape.dados.embrapa.br/licenses/embrapa-by-nc-4.0.xhtmlAgricultural SciencesZea maysroot architecturephosphorusgenotyping-by-sequencinginfo:eu-repo/semantics/datasetinfo:eu-repo/semantics/datasetinfo:eu-repo/semantics/publishedVersionDatasetreponame:Repositório de Dados de Pesquisa da EMBRAPA (Redape)instname:Empresa Brasileira de Pesquisa Agropecuária (Embrapa)instacron:EMBRAPARepositório de Dados de PesquisaPUBhttps://www.redape.dados.embrapa.br/oaiopendoar:2024-03-20T09:48:56.014731Repositório de Dados de Pesquisa da EMBRAPA (Redape) - Empresa Brasileira de Pesquisa Agropecuária (Embrapa)falsedoi:10.48432/JIXKTR
dc.title.none.fl_str_mv Genome-wide association for root morphology and phosphorus acquisition efficiency in a diverse maize panel.
Associação genômica ampla para morfologia radicular e eficiência na aquisição de fósforo em um painel diverso de milho.
title Genome-wide association for root morphology and phosphorus acquisition efficiency in a diverse maize panel.
spellingShingle Genome-wide association for root morphology and phosphorus acquisition efficiency in a diverse maize panel.
Guimaraes, Claudia Teixeira
Agricultural Sciences
Zea mays
root architecture
phosphorus
genotyping-by-sequencing
title_short Genome-wide association for root morphology and phosphorus acquisition efficiency in a diverse maize panel.
title_full Genome-wide association for root morphology and phosphorus acquisition efficiency in a diverse maize panel.
title_fullStr Genome-wide association for root morphology and phosphorus acquisition efficiency in a diverse maize panel.
title_full_unstemmed Genome-wide association for root morphology and phosphorus acquisition efficiency in a diverse maize panel.
title_sort Genome-wide association for root morphology and phosphorus acquisition efficiency in a diverse maize panel.
author Guimaraes, Claudia Teixeira
author_facet Guimaraes, Claudia Teixeira
Tinoco, Sylvia Morais de Sousa
Magalhaes, Jurandir Vieira
Guimarães, Lauro José Moreira
Ribeiro, Carlos Alexandre Gomes
Negri, Barbara França
author_role author
author2 Tinoco, Sylvia Morais de Sousa
Magalhaes, Jurandir Vieira
Guimarães, Lauro José Moreira
Ribeiro, Carlos Alexandre Gomes
Negri, Barbara França
author2_role author
author
author
author
author
dc.contributor.author.fl_str_mv Guimaraes, Claudia Teixeira
Tinoco, Sylvia Morais de Sousa
Magalhaes, Jurandir Vieira
Guimarães, Lauro José Moreira
Ribeiro, Carlos Alexandre Gomes
Negri, Barbara França
dc.subject.none.fl_str_mv Agricultural Sciences
Zea mays
root architecture
phosphorus
genotyping-by-sequencing
topic Agricultural Sciences
Zea mays
root architecture
phosphorus
genotyping-by-sequencing
description Abstract: Genome-wide association was undertaken with 561 tropical maize inbred lines from Embrapa and DTMA panels for root morphology and P acquisition traits under low- and high-P concentrations, using 353,540 SNP markers. P supply modified root morphology traits, biomass and P content in the global maize panel, but root length and root surface area changed differentially in Embrapa and DTMA panels. This suggests that different root plasticity mechanisms exist for maize adaptation to low-P conditions. A total of 87 SNPs were associated to phenotypic traits in both P conditions at −log10(p-value) ≥ 5, whereas only seven SNPs reached the Bonferroni significance. Among these SNPs, S9_137746077, which is located upstream of the gene GRMZM2G378852 that encodes a MAPKKK protein kinase, was significantly associated with total seedling dry weight, with the same allele increasing root length and root surface area under P deficiency. The C allele of S8_88600375, mapped within GRMZM2G044531 that encodes an AGC kinase, significantly enhanced root length under low P, positively affecting root surface area and seedling weight. The broad genetic diversity evaluated in this panel suggests that candidate genes and favorable alleles could be exploited to improve P efficiency in maize breeding programs of Africa and Latin America.
publishDate 2023
dc.date.issued.fl_str_mv 2023-12-14
dc.type.openaire.fl_str_mv info:eu-repo/semantics/dataset
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
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format dataset
status_str publishedVersion
dc.identifier.url.fl_str_mv https://doi.org/10.48432/JIXKTR
url https://doi.org/10.48432/JIXKTR
dc.rights.openaire.fl_str_mv info:eu-repo/semantics/openAccess
https://www.redape.dados.embrapa.br/licenses/embrapa-by-nc-4.0.xhtml
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dc.publisher.none.fl_str_mv Redape
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instname:Empresa Brasileira de Pesquisa Agropecuária (Embrapa)
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