Genome-wide association study for resistance to Pseudomonas syringae pv. garcae in Coffea arabica.

Detalhes bibliográficos
Autor(a) principal: ARIYOSHI, C.
Data de Publicação: 2022
Outros Autores: SANT'ANA, G. C., FELICIO, M. S., SERA, G. H., NOGUEIRA, L. M., RODRIGUES, L. M. R., FERREIRA, R. V., SILVA, B. S. R. da, RESENDE, M. L. V. de, DESTÉFANO, S. A. L., DOMINGUES, D. S., PEREIRA, L. F. P.
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/1150817
https://doi.org/10.3389/fpls.2022.989847
Resumo: Bacteria halo blight (BHB), a coffee plant disease caused by Pseudomonas syringae pv. garcae, has been gaining importance in producing mountain regions and mild temperatures areas as well as in coffee nurseries. Most Coffea arabica cultivars are susceptible to this disease. In contrast, a great source of genetic diversity and resistance to BHB are found in C. arabica Ethiopian accessions. Aiming to identify quantitative trait nucleotides (QTNs) associated with resistance to BHB and the influence of these genomic regions during the domestication of C. arabica, we conducted an analysis of population structure and a Genome-Wide Association Study (GWAS). For this, we used genotyping by sequencing (GBS) and phenotyping for resistance to BHB of a panel with 120 C. arabica Ethiopian accessions from a historical FAO collection, 11 C. arabica cultivars, and the BA-10 genotype. Population structure analysis based on single-nucleotide polymorphisms (SNPs) markers showed that the 132 accessions are divided into 3 clusters: most wild Ethiopian accessions, domesticated Ethiopian accessions, and cultivars. GWAS, using the single-locus model MLM and the multi-locus models mrMLM, FASTmrMLM, FASTmrEMMA, and ISIS EM-BLASSO, identified 11 QTNs associated with resistance to BHB. Among these QTNs, the four with the highest values of association for resistance to BHB are linked to g000 (Chr_0_434_435) and g010741 genes, which are predicted to encode a serine/threonine-kinase protein and a nucleotide binding site leucine-rich repeat (NBS-LRR), respectively. These genes displayed a similar transcriptional downregulation profile in a C. arabica susceptible cultivar and in a C. arabica cultivar with quantitative resistance, when infected with P. syringae pv. garcae. However, peaks of upregulation were observed in a C. arabica cultivar with qualitative resistance, for both genes. Our results provide SNPs that have potential for application in Marker Assisted Selection (MAS) and expand our understanding about the complex genetic control of the resistance to BHB in C. arabica. In addition, the findings contribute to increasing understanding of the C. arabica domestication history.
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spelling Genome-wide association study for resistance to Pseudomonas syringae pv. garcae in Coffea arabica.Coffea ArábicaGenomeDisease resistancePseudomonas syringae groupGenome-wide association studyBacteria halo blight (BHB), a coffee plant disease caused by Pseudomonas syringae pv. garcae, has been gaining importance in producing mountain regions and mild temperatures areas as well as in coffee nurseries. Most Coffea arabica cultivars are susceptible to this disease. In contrast, a great source of genetic diversity and resistance to BHB are found in C. arabica Ethiopian accessions. Aiming to identify quantitative trait nucleotides (QTNs) associated with resistance to BHB and the influence of these genomic regions during the domestication of C. arabica, we conducted an analysis of population structure and a Genome-Wide Association Study (GWAS). For this, we used genotyping by sequencing (GBS) and phenotyping for resistance to BHB of a panel with 120 C. arabica Ethiopian accessions from a historical FAO collection, 11 C. arabica cultivars, and the BA-10 genotype. Population structure analysis based on single-nucleotide polymorphisms (SNPs) markers showed that the 132 accessions are divided into 3 clusters: most wild Ethiopian accessions, domesticated Ethiopian accessions, and cultivars. GWAS, using the single-locus model MLM and the multi-locus models mrMLM, FASTmrMLM, FASTmrEMMA, and ISIS EM-BLASSO, identified 11 QTNs associated with resistance to BHB. Among these QTNs, the four with the highest values of association for resistance to BHB are linked to g000 (Chr_0_434_435) and g010741 genes, which are predicted to encode a serine/threonine-kinase protein and a nucleotide binding site leucine-rich repeat (NBS-LRR), respectively. These genes displayed a similar transcriptional downregulation profile in a C. arabica susceptible cultivar and in a C. arabica cultivar with quantitative resistance, when infected with P. syringae pv. garcae. However, peaks of upregulation were observed in a C. arabica cultivar with qualitative resistance, for both genes. Our results provide SNPs that have potential for application in Marker Assisted Selection (MAS) and expand our understanding about the complex genetic control of the resistance to BHB in C. arabica. In addition, the findings contribute to increasing understanding of the C. arabica domestication history.CAROLINE ARIYOSHI, UNIVERSIDADE ESTADUAL DE LONDRINA; GUSTAVO CÉSAR SANT'ANA, TROPICAL MELHORAMENTO & GENÉTICA; MARIANE SILVA FELICIO, INSTITUTO DE DESENVOLVIMENTO RURAL DO PARANÁ; GUSTAVO HIROSHI SERA, INSTITUTO DE DESENVOLVIMENTO RURAL DO PARANÁ; LIVIA MARIA NOGUEIRA, UNIVERSIDADE ESTADUAL DE LONDRINA; LUCAS MATEUS RIVERO RODRIGUES, INSTITUTO AGRONÔMICO; RAFAELLE VECCHIA FERREIRA, UNIVERSIDADE ESTADUAL DE LONDRINA; BRUNA SILVESTRE RODRIGUES DA SILVA, UNIVERSIDADE ESTADUAL DE LONDRINA; MÁRIO LÚCIO VILELA DE RESENDE, UNIVERSIDADE FEDERAL DE LAVRAS; SUZETE APARECIDA LANZA DESTÉFANO, INSTITUTO BIOLÓGICO; DOUGLAS SILVA DOMINGUES, ESCOLA SUPERIOR DE AGRICULTURA LUIZ DE QUEIROZ; LUIZ FILIPE PROTASIO PEREIRA, CNPCa.ARIYOSHI, C.SANT'ANA, G. C.FELICIO, M. S.SERA, G. H.NOGUEIRA, L. M.RODRIGUES, L. M. R.FERREIRA, R. V.SILVA, B. S. R. daRESENDE, M. L. V. deDESTÉFANO, S. A. L.DOMINGUES, D. S.PEREIRA, L. F. P.2023-01-09T20:01:26Z2023-01-09T20:01:26Z2023-01-092022info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleFrontiers in Plant Science, v. 13, article 989847, 2022.http://www.alice.cnptia.embrapa.br/alice/handle/doc/1150817https://doi.org/10.3389/fpls.2022.989847enginfo: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:EMBRAPA2023-01-09T20:01:26Zoai:www.alice.cnptia.embrapa.br:doc/1150817Repositório InstitucionalPUBhttps://www.alice.cnptia.embrapa.br/oai/requestopendoar:21542023-01-09T20:01:26falseRepositório InstitucionalPUBhttps://www.alice.cnptia.embrapa.br/oai/requestcg-riaa@embrapa.bropendoar:21542023-01-09T20:01:26Repositório 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 resistance to Pseudomonas syringae pv. garcae in Coffea arabica.
title Genome-wide association study for resistance to Pseudomonas syringae pv. garcae in Coffea arabica.
spellingShingle Genome-wide association study for resistance to Pseudomonas syringae pv. garcae in Coffea arabica.
ARIYOSHI, C.
Coffea Arábica
Genome
Disease resistance
Pseudomonas syringae group
Genome-wide association study
title_short Genome-wide association study for resistance to Pseudomonas syringae pv. garcae in Coffea arabica.
title_full Genome-wide association study for resistance to Pseudomonas syringae pv. garcae in Coffea arabica.
title_fullStr Genome-wide association study for resistance to Pseudomonas syringae pv. garcae in Coffea arabica.
title_full_unstemmed Genome-wide association study for resistance to Pseudomonas syringae pv. garcae in Coffea arabica.
title_sort Genome-wide association study for resistance to Pseudomonas syringae pv. garcae in Coffea arabica.
author ARIYOSHI, C.
author_facet ARIYOSHI, C.
SANT'ANA, G. C.
FELICIO, M. S.
SERA, G. H.
NOGUEIRA, L. M.
RODRIGUES, L. M. R.
FERREIRA, R. V.
SILVA, B. S. R. da
RESENDE, M. L. V. de
DESTÉFANO, S. A. L.
DOMINGUES, D. S.
PEREIRA, L. F. P.
author_role author
author2 SANT'ANA, G. C.
FELICIO, M. S.
SERA, G. H.
NOGUEIRA, L. M.
RODRIGUES, L. M. R.
FERREIRA, R. V.
SILVA, B. S. R. da
RESENDE, M. L. V. de
DESTÉFANO, S. A. L.
DOMINGUES, D. S.
PEREIRA, L. F. P.
author2_role author
author
author
author
author
author
author
author
author
author
author
dc.contributor.none.fl_str_mv CAROLINE ARIYOSHI, UNIVERSIDADE ESTADUAL DE LONDRINA; GUSTAVO CÉSAR SANT'ANA, TROPICAL MELHORAMENTO & GENÉTICA; MARIANE SILVA FELICIO, INSTITUTO DE DESENVOLVIMENTO RURAL DO PARANÁ; GUSTAVO HIROSHI SERA, INSTITUTO DE DESENVOLVIMENTO RURAL DO PARANÁ; LIVIA MARIA NOGUEIRA, UNIVERSIDADE ESTADUAL DE LONDRINA; LUCAS MATEUS RIVERO RODRIGUES, INSTITUTO AGRONÔMICO; RAFAELLE VECCHIA FERREIRA, UNIVERSIDADE ESTADUAL DE LONDRINA; BRUNA SILVESTRE RODRIGUES DA SILVA, UNIVERSIDADE ESTADUAL DE LONDRINA; MÁRIO LÚCIO VILELA DE RESENDE, UNIVERSIDADE FEDERAL DE LAVRAS; SUZETE APARECIDA LANZA DESTÉFANO, INSTITUTO BIOLÓGICO; DOUGLAS SILVA DOMINGUES, ESCOLA SUPERIOR DE AGRICULTURA LUIZ DE QUEIROZ; LUIZ FILIPE PROTASIO PEREIRA, CNPCa.
dc.contributor.author.fl_str_mv ARIYOSHI, C.
SANT'ANA, G. C.
FELICIO, M. S.
SERA, G. H.
NOGUEIRA, L. M.
RODRIGUES, L. M. R.
FERREIRA, R. V.
SILVA, B. S. R. da
RESENDE, M. L. V. de
DESTÉFANO, S. A. L.
DOMINGUES, D. S.
PEREIRA, L. F. P.
dc.subject.por.fl_str_mv Coffea Arábica
Genome
Disease resistance
Pseudomonas syringae group
Genome-wide association study
topic Coffea Arábica
Genome
Disease resistance
Pseudomonas syringae group
Genome-wide association study
description Bacteria halo blight (BHB), a coffee plant disease caused by Pseudomonas syringae pv. garcae, has been gaining importance in producing mountain regions and mild temperatures areas as well as in coffee nurseries. Most Coffea arabica cultivars are susceptible to this disease. In contrast, a great source of genetic diversity and resistance to BHB are found in C. arabica Ethiopian accessions. Aiming to identify quantitative trait nucleotides (QTNs) associated with resistance to BHB and the influence of these genomic regions during the domestication of C. arabica, we conducted an analysis of population structure and a Genome-Wide Association Study (GWAS). For this, we used genotyping by sequencing (GBS) and phenotyping for resistance to BHB of a panel with 120 C. arabica Ethiopian accessions from a historical FAO collection, 11 C. arabica cultivars, and the BA-10 genotype. Population structure analysis based on single-nucleotide polymorphisms (SNPs) markers showed that the 132 accessions are divided into 3 clusters: most wild Ethiopian accessions, domesticated Ethiopian accessions, and cultivars. GWAS, using the single-locus model MLM and the multi-locus models mrMLM, FASTmrMLM, FASTmrEMMA, and ISIS EM-BLASSO, identified 11 QTNs associated with resistance to BHB. Among these QTNs, the four with the highest values of association for resistance to BHB are linked to g000 (Chr_0_434_435) and g010741 genes, which are predicted to encode a serine/threonine-kinase protein and a nucleotide binding site leucine-rich repeat (NBS-LRR), respectively. These genes displayed a similar transcriptional downregulation profile in a C. arabica susceptible cultivar and in a C. arabica cultivar with quantitative resistance, when infected with P. syringae pv. garcae. However, peaks of upregulation were observed in a C. arabica cultivar with qualitative resistance, for both genes. Our results provide SNPs that have potential for application in Marker Assisted Selection (MAS) and expand our understanding about the complex genetic control of the resistance to BHB in C. arabica. In addition, the findings contribute to increasing understanding of the C. arabica domestication history.
publishDate 2022
dc.date.none.fl_str_mv 2022
2023-01-09T20:01:26Z
2023-01-09T20:01:26Z
2023-01-09
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 Frontiers in Plant Science, v. 13, article 989847, 2022.
http://www.alice.cnptia.embrapa.br/alice/handle/doc/1150817
https://doi.org/10.3389/fpls.2022.989847
identifier_str_mv Frontiers in Plant Science, v. 13, article 989847, 2022.
url http://www.alice.cnptia.embrapa.br/alice/handle/doc/1150817
https://doi.org/10.3389/fpls.2022.989847
dc.language.iso.fl_str_mv eng
language eng
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