Genome-wide association study for root morphology and phosphorus acquisition efficiency in diverse maize panels.

Detalhes bibliográficos
Autor(a) principal: RIBEIRO, C. A. G.
Data de Publicação: 2023
Outros Autores: SOUSA, S. M. de, SOUZA, V. F. de, NEGRI, B. F., GAULT, C. M., PASTINA, M. M., MAGALHAES, J. V. de, GUIMARAES, L. J. M., BARROS, E. G. de, BUCKLER. E. S., GUIMARÃES, C. T.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)
Texto Completo: http://www.alice.cnptia.embrapa.br/alice/handle/doc/1153347
https://doi.org/10.3390/ijms24076233
Resumo: Maximizing soil exploration through modifications of the root system is a strategy for plants to overcome phosphorus (P) deficiency. Genome-wide association with 561 tropical maize inbred lines from Embrapa and DTMA panels was undertaken for root morphology and P acquisition traits under low- and high-P concentrations, with 353,540 SNPs. 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 Genome-wide association study for root morphology and phosphorus acquisition efficiency in diverse maize panels.Morfologia radicularDeficiência de fósforoMilhoMorfologia VegetalSistema RadicularPlant morphologyRootsPhosphorusMaximizing soil exploration through modifications of the root system is a strategy for plants to overcome phosphorus (P) deficiency. Genome-wide association with 561 tropical maize inbred lines from Embrapa and DTMA panels was undertaken for root morphology and P acquisition traits under low- and high-P concentrations, with 353,540 SNPs. 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.CARLOS ALEXANDRE GOMES RIBEIRO, Universidade Federal de Viçosa; SYLVIA MORAIS DE SOUSA TINOCO, CNPMS; VANDER FILLIPE DE SOUZA, Universidade Federal de São João del-Rei; BARBARA FRANÇA NEGRI, Universidade Federal de São João del-Rei; CHRISTINE MARIE GAULT, Cornell University; MARIA MARTA PASTINA, CNPMS; JURANDIR VIEIRA DE MAGALHAES, CNPMS; LAURO JOSE MOREIRA GUIMARAES, CNPMS; EVERALDO GONÇALVES DE BARROS, Universidade Federal de Viçosa; EDWARD S. BUCKLER, USDA-ARS; CLAUDIA TEIXEIRA GUIMARAES, CNPMS.RIBEIRO, C. A. G.SOUSA, S. M. deSOUZA, V. F. deNEGRI, B. F.GAULT, C. M.PASTINA, M. M.MAGALHAES, J. V. deGUIMARAES, L. J. M.BARROS, E. G. deBUCKLER. E. S.GUIMARÃES, C. T.2023-04-25T18:02:29Z2023-04-25T18:02:29Z2023-04-252023info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleInternational Journal of Molecular Sciences, v. 24, n. 7, 6233, 2023.http://www.alice.cnptia.embrapa.br/alice/handle/doc/1153347https://doi.org/10.3390/ijms24076233enginfo:eu-repo/semantics/openAccessreponame:Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)instname:Empresa Brasileira de Pesquisa Agropecuária (Embrapa)instacron:EMBRAPA2023-04-25T18:02:29Zoai:www.alice.cnptia.embrapa.br:doc/1153347Repositório InstitucionalPUBhttps://www.alice.cnptia.embrapa.br/oai/requestopendoar:21542023-04-25T18:02:29falseRepositório InstitucionalPUBhttps://www.alice.cnptia.embrapa.br/oai/requestcg-riaa@embrapa.bropendoar:21542023-04-25T18:02:29Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice) - Empresa Brasileira de Pesquisa Agropecuária (Embrapa)false
dc.title.none.fl_str_mv Genome-wide association study for root morphology and phosphorus acquisition efficiency in diverse maize panels.
title Genome-wide association study for root morphology and phosphorus acquisition efficiency in diverse maize panels.
spellingShingle Genome-wide association study for root morphology and phosphorus acquisition efficiency in diverse maize panels.
RIBEIRO, C. A. G.
Morfologia radicular
Deficiência de fósforo
Milho
Morfologia Vegetal
Sistema Radicular
Plant morphology
Roots
Phosphorus
title_short Genome-wide association study for root morphology and phosphorus acquisition efficiency in diverse maize panels.
title_full Genome-wide association study for root morphology and phosphorus acquisition efficiency in diverse maize panels.
title_fullStr Genome-wide association study for root morphology and phosphorus acquisition efficiency in diverse maize panels.
title_full_unstemmed Genome-wide association study for root morphology and phosphorus acquisition efficiency in diverse maize panels.
title_sort Genome-wide association study for root morphology and phosphorus acquisition efficiency in diverse maize panels.
author RIBEIRO, C. A. G.
author_facet RIBEIRO, C. A. G.
SOUSA, S. M. de
SOUZA, V. F. de
NEGRI, B. F.
GAULT, C. M.
PASTINA, M. M.
MAGALHAES, J. V. de
GUIMARAES, L. J. M.
BARROS, E. G. de
BUCKLER. E. S.
GUIMARÃES, C. T.
author_role author
author2 SOUSA, S. M. de
SOUZA, V. F. de
NEGRI, B. F.
GAULT, C. M.
PASTINA, M. M.
MAGALHAES, J. V. de
GUIMARAES, L. J. M.
BARROS, E. G. de
BUCKLER. E. S.
GUIMARÃES, C. T.
author2_role author
author
author
author
author
author
author
author
author
author
dc.contributor.none.fl_str_mv CARLOS ALEXANDRE GOMES RIBEIRO, Universidade Federal de Viçosa; SYLVIA MORAIS DE SOUSA TINOCO, CNPMS; VANDER FILLIPE DE SOUZA, Universidade Federal de São João del-Rei; BARBARA FRANÇA NEGRI, Universidade Federal de São João del-Rei; CHRISTINE MARIE GAULT, Cornell University; MARIA MARTA PASTINA, CNPMS; JURANDIR VIEIRA DE MAGALHAES, CNPMS; LAURO JOSE MOREIRA GUIMARAES, CNPMS; EVERALDO GONÇALVES DE BARROS, Universidade Federal de Viçosa; EDWARD S. BUCKLER, USDA-ARS; CLAUDIA TEIXEIRA GUIMARAES, CNPMS.
dc.contributor.author.fl_str_mv RIBEIRO, C. A. G.
SOUSA, S. M. de
SOUZA, V. F. de
NEGRI, B. F.
GAULT, C. M.
PASTINA, M. M.
MAGALHAES, J. V. de
GUIMARAES, L. J. M.
BARROS, E. G. de
BUCKLER. E. S.
GUIMARÃES, C. T.
dc.subject.por.fl_str_mv Morfologia radicular
Deficiência de fósforo
Milho
Morfologia Vegetal
Sistema Radicular
Plant morphology
Roots
Phosphorus
topic Morfologia radicular
Deficiência de fósforo
Milho
Morfologia Vegetal
Sistema Radicular
Plant morphology
Roots
Phosphorus
description Maximizing soil exploration through modifications of the root system is a strategy for plants to overcome phosphorus (P) deficiency. Genome-wide association with 561 tropical maize inbred lines from Embrapa and DTMA panels was undertaken for root morphology and P acquisition traits under low- and high-P concentrations, with 353,540 SNPs. 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.none.fl_str_mv 2023-04-25T18:02:29Z
2023-04-25T18:02:29Z
2023-04-25
2023
dc.type.driver.fl_str_mv info:eu-repo/semantics/publishedVersion
info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv International Journal of Molecular Sciences, v. 24, n. 7, 6233, 2023.
http://www.alice.cnptia.embrapa.br/alice/handle/doc/1153347
https://doi.org/10.3390/ijms24076233
identifier_str_mv International Journal of Molecular Sciences, v. 24, n. 7, 6233, 2023.
url http://www.alice.cnptia.embrapa.br/alice/handle/doc/1153347
https://doi.org/10.3390/ijms24076233
dc.language.iso.fl_str_mv eng
language eng
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.source.none.fl_str_mv reponame:Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)
instname:Empresa Brasileira de Pesquisa Agropecuária (Embrapa)
instacron:EMBRAPA
instname_str Empresa Brasileira de Pesquisa Agropecuária (Embrapa)
instacron_str EMBRAPA
institution EMBRAPA
reponame_str Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)
collection Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)
repository.name.fl_str_mv Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice) - Empresa Brasileira de Pesquisa Agropecuária (Embrapa)
repository.mail.fl_str_mv cg-riaa@embrapa.br
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