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da Silva RA, Caixeta ET, Silva LDF, Sousa TV, Barreiros PRRM, Oliveira ACBD, Pereira AA, Barreto CAV, Nascimento M. Identification of SNP Markers and Candidate Genes Associated with Major Agronomic Traits in Coffea arabica. PLANTS (BASEL, SWITZERLAND) 2024; 13:1876. [PMID: 38999716 PMCID: PMC11243787 DOI: 10.3390/plants13131876] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/30/2024] [Revised: 06/30/2024] [Accepted: 07/03/2024] [Indexed: 07/14/2024]
Abstract
Genome-wide association studies (GWASs) allow for inferences about the relationships between genomic variants and phenotypic traits in natural or breeding populations. However, few have used this methodology in Coffea arabica. We aimed to identify chromosomal regions with significant associations between SNP markers and agronomic traits in C. arabica. We used a coffee panel consisting of 195 plants derived from 13 families in F2 generations and backcrosses of crosses between leaf rust-susceptible and -resistant genotypes. The plants were phenotyped for 18 agronomic markers and genotyped for 21,211 SNP markers. A GWAS enabled the identification of 110 SNPs with significant associations (p < 0.05) for several agronomic traits in C. arabica: plant height, plagiotropic branch length, number of vegetative nodes, canopy diameter, fruit size, cercosporiosis incidence, and rust incidence. The effects of each SNP marker associated with the traits were analyzed, such that they can be used for molecular marker-assisted selection. For the first time, a GWAS was used for these important agronomic traits in C. arabica, enabling applications in accelerated coffee breeding through marker-assisted selection and ensuring greater efficiency and time reduction. Furthermore, our findings provide preliminary knowledge to further confirm the genomic loci and potential candidate genes contributing to various structural and disease-related traits of C. arabica.
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Affiliation(s)
- Ruane Alice da Silva
- Biotechnology Applied to Agriculture Institute (Bioagro), Federal University of Viçosa (UFV), Viçosa 36570-900, Brazil
| | - Eveline Teixeira Caixeta
- Biotechnology Applied to Agriculture Institute (Bioagro), Federal University of Viçosa (UFV), Viçosa 36570-900, Brazil
- Embrapa Coffee, Brazilian Agricultural Research Corporation (Embrapa), Brasília 70770-901, Brazil
| | - Letícia de Faria Silva
- Biotechnology Applied to Agriculture Institute (Bioagro), Federal University of Viçosa (UFV), Viçosa 36570-900, Brazil
| | - Tiago Vieira Sousa
- Biological Sciences Center, Iturama University Campus, Universidade Federal do Triângulo Mineiro (UFTM), Iturama 38025-180, Brazil
| | | | - Antonio Carlos Baião de Oliveira
- Embrapa Coffee, Brazilian Agricultural Research Corporation (Embrapa), Brasília 70770-901, Brazil
- Agricultural Research Company of Minas Gerais (EPAMIG), Viçosa 36571-000, Brazil
| | | | - Cynthia Aparecida Valiati Barreto
- Laboratory of Intelligence Computational and Statistical Learning (LICAE), Department of Statistics, Federal University of Viçosa, Viçosa 36570-900, Brazil
| | - Moysés Nascimento
- Laboratory of Intelligence Computational and Statistical Learning (LICAE), Department of Statistics, Federal University of Viçosa, Viçosa 36570-900, Brazil
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López-Velázquez JC, García-Morales S, López-Sánchez GP, Montero-Cortés MI, Uc-Várguez A, Qui-Zapata JA. High-Density Chitosan Induces a Biochemical and Molecular Response in Coffea arabica during Infection with Hemileia vastatrix. Int J Mol Sci 2023; 24:16165. [PMID: 38003355 PMCID: PMC10671657 DOI: 10.3390/ijms242216165] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2023] [Revised: 10/22/2023] [Accepted: 10/24/2023] [Indexed: 11/26/2023] Open
Abstract
The coffee industry faces coffee leaf rust caused by Hemileia vastratix, which is considered the most devastating disease of the crop, as it reduces the photosynthetic rate and limits productivity. The use of plant resistance inducers, such as chitosan, is an alternative for the control of the disease by inducing the synthesis of phytoalexins, as well as the activation of resistance genes. Previously, the effect of chitosan from different sources and physicochemical properties was studied; however, its mechanisms of action have not been fully elucidated. In this work, the ability of food-grade high-density chitosan (0.01% and 0.05%) to control the infection caused by the pathogen was evaluated. Subsequently, the effect of high-density chitosan (0.05%) on the induction of pathogenesis-related gene expression (GLUC, POX, PAL, NPR1, and CAT), the enzymatic activity of pathogenesis-related proteins (GLUC, POX, SOD, PPO, and APX), and phytoalexin production were evaluated. The results showed that 0.05% chitosan increased the activity and gene expression of ß-1,3 glucanases and induced a differentiated response in enzymes related to the antioxidant system of plants. In addition, a correlation was observed between the activities of polyphenol oxidase and the production of phytoalexin, which allowed an effective defense response in coffee plants.
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Affiliation(s)
- Julio César López-Velázquez
- Biotecnología Vegetal, Centro de Investigación y Asistencia en Tecnología y Diseño del Estado de Jalisco A.C., Camino Arenero 1227, El Bajío, Zapopan 45019, Mexico;
| | - Soledad García-Morales
- Biotecnología Vegetal, CONAHCYT-Centro de Investigación y Asistencia en Tecnología y Diseño del Estado de Jalisco A.C., Camino Arenero 1227, El Bajío, Zapopan 45019, Mexico;
| | - Gloria Paola López-Sánchez
- Escuela de Ingeniería y Ciencias, Tecnológico de Monterrey, General Ramón Corona 2514, Nuevo México, Zapopan 45201, Mexico;
| | | | - Alberto Uc-Várguez
- Subsede Sureste, Centro de Investigación y Asistencia en Tecnología y Diseño del Estado de Jalisco A.C., Tablaje Catastral 31264 Km 5.5 Carretera Sierra Papacal-Chuburna, Mérida 97302, Mexico;
| | - Joaquín Alejandro Qui-Zapata
- Biotecnología Vegetal, Centro de Investigación y Asistencia en Tecnología y Diseño del Estado de Jalisco A.C., Camino Arenero 1227, El Bajío, Zapopan 45019, Mexico;
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Saavedra LM, Caixeta ET, Barka GD, Borém A, Zambolim L, Nascimento M, Cruz CD, de Oliveira ACB, Pereira AA. Marker-Assisted Recurrent Selection for Pyramiding Leaf Rust and Coffee Berry Disease Resistance Alleles in Coffea arabica L. Genes (Basel) 2023; 14:189. [PMID: 36672930 PMCID: PMC9858729 DOI: 10.3390/genes14010189] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2022] [Revised: 11/23/2022] [Accepted: 01/06/2023] [Indexed: 01/13/2023] Open
Abstract
In this study, marker-assisted recurrent selection was evaluated for pyramiding resistance gene alleles against coffee leaf rust (CLR) and coffee berry diseases (CBD) in Coffea arabica. A total of 144 genotypes corresponding to 12 hybrid populations from crosses between eight parent plants with desired morphological and agronomic traits were evaluated. Molecular data were used for cross-certification, diversity study and resistance allele marker-assisted selection (MAS) against the causal agent of coffee leaf rust (Hemileia vastatrix) and coffee berry disease (Colletotrichum kahawae). In addition, nine morphological and agronomic traits were evaluated to determine the components of variance, select superior hybrids, and estimate genetic gain. From the genotypes evaluated, 134 were confirmed as hybrids. The genetic diversity between and within populations was 75.5% and 24.5%, respectively, and the cluster analysis revealed three primary groups. Pyramiding of CLR and CBD resistance genes was conducted in 11 genotypes using MAS. A selection intensity of 30% resulted in a gain of over 50% compared to the original population. Selected hybrids with increased gain also showed greater genetic divergence in addition to the pyramided resistance alleles. The strategies used were, therefore, efficient to select superior coffee hybrids for recurrent selection programs and could be used as a source of resistance in various crosses.
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Affiliation(s)
- Laura Maritza Saavedra
- Instituto de Biotecnologia Aplicada à Agropecuária-Bioagro, Universidade Federal de Viçosa, Viçosa 36570-900, MG, Brazil
| | - Eveline Teixeira Caixeta
- Instituto de Biotecnologia Aplicada à Agropecuária-Bioagro, Universidade Federal de Viçosa, Viçosa 36570-900, MG, Brazil
- Brazilian Agricultural Research Corporation (Embrapa), Embrapa Coffee, Brasília 70770-901, DF, Brazil
| | - Geleta Dugassa Barka
- Department of Applied Biology, School of Applied Natural Science, Adama Science and Technology University, Adama 1888, Ethiopia
| | - Aluízio Borém
- Departamento de Agronomia, Universidade Federal de Viçosa, Viçosa 36570-900, MG, Brazil
| | - Laércio Zambolim
- Instituto de Biotecnologia Aplicada à Agropecuária-Bioagro, Universidade Federal de Viçosa, Viçosa 36570-900, MG, Brazil
| | - Moysés Nascimento
- Departamento de Estatística, Universidade Federal de Viçosa, Viçosa 36570-900, MG, Brazil
| | - Cosme Damião Cruz
- Departamento de Biologia Geral, Universidade Federal de Viçosa, Viçosa 36570-000, MG, Brazil
| | - Antonio Carlos Baião de Oliveira
- Brazilian Agricultural Research Corporation (Embrapa), Embrapa Coffee, Brasília 70770-901, DF, Brazil
- Empresa de Pesquisa Agropecuária de Minas Gerais-Epamig, Viçosa 36570-000, MG, Brazil
| | - Antonio Alves Pereira
- Empresa de Pesquisa Agropecuária de Minas Gerais-Epamig, Viçosa 36570-000, MG, Brazil
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Nishmitha K, Singh R, Dubey SC, Akthar J, Tripathi K, Kamil D. Resistance screening and in silico characterization of cloned novel RGA from multi-race resistant lentil germplasm against Fusarium wilt ( Fusarium oxysporum f. sp. lentis). FRONTIERS IN PLANT SCIENCE 2023; 14:1147220. [PMID: 37152180 PMCID: PMC10160667 DOI: 10.3389/fpls.2023.1147220] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/18/2023] [Accepted: 03/03/2023] [Indexed: 05/09/2023]
Abstract
Fusarium wilt caused by Fusarium oxysporum f. sp. lentis (Fol) is the most devastating disease of lentil present worldwide. Identification of multi-race fusarium wilt resistance genes and their incorporation into existing cultivars will help to reduce yield losses. In the present study, 100 lentil germplasms belonging to seven lentil species were screened against seven prevalent races of Fol, and accessions IC201561 (Lens culinaris subsp. culinaris), EC714243 (L. c. subsp. odemensis), and EC718238 (L. nigricans) were identified as resistant. The typical R gene codes for the nucleotide-binding site and leucine-rich repeats (NBS-LRR) at the C terminal are linked to either the Toll/interleukin 1-like receptor (TIR) or coiled coil (CC) at the N terminal. In the present study, degenerate primers, designed from the NBS region amplifying the P-loop to the GLPLA motif, isolated forty-five resistance gene analogues (RGAs) from identified resistant accessions. The sequence alignment identified both classes of RGAs, TIR and non-TIR, based on the presence of aspartate (D) and tryptophan (W) at the end of the kinase motif, respectively. The phylogenetic analysis grouped the RGAs into six classes, from LRGA1 to LRGA6, which determined the diversity of the RGAs present in the host. Grouping of the RGAs identified from Lens nigricans, LnRGA 2, 9, 13 with I2 revealed the structural similarity with the fusarium resistance gene. The similarity index ranged from 27.85% to 86.98% among the RGAs and from 26.83% to 49.41% among the known R genes, I2, Gpa2, M, and L6. The active binding sites present along the conserved motifs grouped the RGAs into 13 groups. ADP/ATP, being the potential ligand, determines the ATP binding and ATP hydrolysis activity of the RGAs. The isolated RGAs can be used to develop markers linked to the functional R gene. Furthermore, expression analysis and full-length gene isolation pave the path to identifying the molecular mechanism involved in resistance.
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Affiliation(s)
- K. Nishmitha
- Division of Plant Pathology, ICAR-Indian Agricultural Research Institute, New Delhi, India
| | - Rakesh Singh
- Division of Genomic Resources, ICAR-National Bureau of Plant Genetic Resources, New Delhi, India
- *Correspondence: Deeba Kamil, ; Rakesh Singh,
| | - Sunil C. Dubey
- Indian Council of Agricultural Research, New Delhi, India
| | - Jameel Akthar
- Division of Plant Quarantine, ICAR- National Bureau of Plant Genetic Resources, New Delhi, India
| | - Kuldeep Tripathi
- Division of Germplasm Evaluation, ICAR-National Bureau of Plant Genetic Resources, New Delhi, India
| | - Deeba Kamil
- Division of Plant Pathology, ICAR-Indian Agricultural Research Institute, New Delhi, India
- *Correspondence: Deeba Kamil, ; Rakesh Singh,
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Zewdie B, Bawin Y, Tack AJM, Nemomissa S, Tesfaye K, Janssens SB, Van Glabeke S, Roldán-Ruiz I, Ruttink T, Honnay O, Hylander K. Genetic composition and diversity of Arabica coffee in the crop's center of origin and its impact on four major fungal diseases. Mol Ecol 2022; 32:2484-2503. [PMID: 35377502 DOI: 10.1111/mec.16458] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2020] [Revised: 03/09/2022] [Accepted: 03/16/2022] [Indexed: 11/27/2022]
Abstract
Conventional wisdom states that genetic variation reduces disease levels in plant populations. Nevertheless, crop species have been subject to a gradual loss of genetic variation through selection for specific traits during breeding, thereby increasing their vulnerability to biotic stresses such as pathogens. We explored how genetic variation in Arabica coffee sites in southwestern Ethiopia was related to the incidence of four major fungal diseases. Sixty sites were selected along a gradient of management intensity, ranging from nearly wild to intensively managed coffee stands. We used genotyping-by-sequencing of pooled leaf samples (pool-GBS) derived from 16 individual coffee shrubs in each of the sixty sites to assess the variation in genetic composition (multivariate: reference allele frequency) and genetic diversity (univariate: mean expected heterozygosity) between sites. We found that genetic composition had a clear spatial pattern and that genetic diversity was higher in less managed sites. The incidence of the four fungal diseases was related to the genetic composition of the coffee stands, but in a specific way for each disease. In contrast, genetic diversity was only related to the within-site variation of coffee berry disease, but not to the mean incidence of any of the four diseases across sites. Given that fungal diseases are major challenges of Arabica coffee in its native range, our findings that genetic composition of coffee sites impacted the major fungal diseases may serve as baseline information to study the molecular basis of disease resistance in coffee. Overall, our study illustrates the need to consider both host genetic composition and genetic diversity when investigating the genetic basis for variation in disease levels.
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Affiliation(s)
- Beyene Zewdie
- Department of Ecology, Environment and Plant Sciences, Stockholm University, SE-106 91, Stockholm, Sweden
| | - Yves Bawin
- Plant Conservation and Population Biology, KU Leuven, Leuven, Belgium.,Plant Sciences Unit, Flanders Research Institute for Agriculture, Fisheries and Food (ILVO), Melle, Belgium.,Department of Plant Biotechnology and Bioinformatics, Ghent University, Zwijnaarde, Belgium.,Crop Wild Relatives and Useful Plants, Meise Botanic Garden, Meise, Belgium
| | - Ayco J M Tack
- Department of Ecology, Environment and Plant Sciences, Stockholm University, SE-106 91, Stockholm, Sweden
| | - Sileshi Nemomissa
- Department of Plant Biology and Biodiversity Management, Addis Ababa University, Addis Ababa, Ethiopia
| | - Kassahun Tesfaye
- Institute of Biotechnology, Addis Ababa University, Addis Ababa, Ethiopia
| | - Steven B Janssens
- Crop Wild Relatives and Useful Plants, Meise Botanic Garden, Meise, Belgium.,Department of Biology, KU Leuven, Leuven, Belgium.,Leuven Plant Institute, Heverlee, Belgium
| | - Sabine Van Glabeke
- Plant Sciences Unit, Flanders Research Institute for Agriculture, Fisheries and Food (ILVO), Melle, Belgium
| | - Isabel Roldán-Ruiz
- Plant Sciences Unit, Flanders Research Institute for Agriculture, Fisheries and Food (ILVO), Melle, Belgium.,Department of Plant Biotechnology and Bioinformatics, Ghent University, Zwijnaarde, Belgium
| | - Tom Ruttink
- Plant Sciences Unit, Flanders Research Institute for Agriculture, Fisheries and Food (ILVO), Melle, Belgium
| | - Olivier Honnay
- Plant Conservation and Population Biology, KU Leuven, Leuven, Belgium.,Leuven Plant Institute, Heverlee, Belgium
| | - Kristoffer Hylander
- Department of Ecology, Environment and Plant Sciences, Stockholm University, SE-106 91, Stockholm, Sweden
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Correction: In silico guided structural and functional analysis of genes with potential involvement in resistance to coffee leaf rust: A functional marker based approach. PLoS One 2020; 15:e0238967. [PMID: 32881959 PMCID: PMC7470371 DOI: 10.1371/journal.pone.0238967] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
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