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

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 sour...

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Autores principales: Ariyoshi, Caroline, Sant’ana, Gustavo César, Felicio, Mariane Silva, Sera, Gustavo Hiroshi, Nogueira, Livia Maria, Rodrigues, Lucas Mateus Rivero, Ferreira, Rafaelle Vecchia, da Silva, Bruna Silvestre Rodrigues, de Resende, Mário Lúcio Vilela, Destéfano, Suzete Aparecida Lanza, Domingues, Douglas Silva, Pereira, Luiz Filipe Protasio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9624508/
https://www.ncbi.nlm.nih.gov/pubmed/36330243
http://dx.doi.org/10.3389/fpls.2022.989847
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author Ariyoshi, Caroline
Sant’ana, Gustavo César
Felicio, Mariane Silva
Sera, Gustavo Hiroshi
Nogueira, Livia Maria
Rodrigues, Lucas Mateus Rivero
Ferreira, Rafaelle Vecchia
da Silva, Bruna Silvestre Rodrigues
de Resende, Mário Lúcio Vilela
Destéfano, Suzete Aparecida Lanza
Domingues, Douglas Silva
Pereira, Luiz Filipe Protasio
author_facet Ariyoshi, Caroline
Sant’ana, Gustavo César
Felicio, Mariane Silva
Sera, Gustavo Hiroshi
Nogueira, Livia Maria
Rodrigues, Lucas Mateus Rivero
Ferreira, Rafaelle Vecchia
da Silva, Bruna Silvestre Rodrigues
de Resende, Mário Lúcio Vilela
Destéfano, Suzete Aparecida Lanza
Domingues, Douglas Silva
Pereira, Luiz Filipe Protasio
author_sort Ariyoshi, Caroline
collection PubMed
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.
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spelling pubmed-96245082022-11-02 Genome-wide association study for resistance to Pseudomonas syringae pv. garcae in Coffea arabica Ariyoshi, Caroline Sant’ana, Gustavo César Felicio, Mariane Silva Sera, Gustavo Hiroshi Nogueira, Livia Maria Rodrigues, Lucas Mateus Rivero Ferreira, Rafaelle Vecchia da Silva, Bruna Silvestre Rodrigues de Resende, Mário Lúcio Vilela Destéfano, Suzete Aparecida Lanza Domingues, Douglas Silva Pereira, Luiz Filipe Protasio Front Plant Sci Plant Science 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. Frontiers Media S.A. 2022-10-18 /pmc/articles/PMC9624508/ /pubmed/36330243 http://dx.doi.org/10.3389/fpls.2022.989847 Text en Copyright © 2022 Ariyoshi, Sant’ana, Felicio, Sera, Nogueira, Rodrigues, Ferreira, da Silva, Resende, Destéfano, Domingues and Pereira https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Plant Science
Ariyoshi, Caroline
Sant’ana, Gustavo César
Felicio, Mariane Silva
Sera, Gustavo Hiroshi
Nogueira, Livia Maria
Rodrigues, Lucas Mateus Rivero
Ferreira, Rafaelle Vecchia
da Silva, Bruna Silvestre Rodrigues
de Resende, Mário Lúcio Vilela
Destéfano, Suzete Aparecida Lanza
Domingues, Douglas Silva
Pereira, Luiz Filipe Protasio
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
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_short 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
topic Plant Science
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9624508/
https://www.ncbi.nlm.nih.gov/pubmed/36330243
http://dx.doi.org/10.3389/fpls.2022.989847
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