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Metabolomic Markers for the Early Selection of Coffea canephora Plants with Desirable Cup Quality Traits
Genetic improvement of coffee plants represents a great challenge for breeders. Conventional breeding takes a too long time for responding timely to market demands, climatic variations and new biological threads. The correlation of genetic markers with the plant phenotype and final product quality i...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6835713/ https://www.ncbi.nlm.nih.gov/pubmed/31590271 http://dx.doi.org/10.3390/metabo9100214 |
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author | Gamboa-Becerra, Roberto Hernández-Hernández, María Cecilia González-Ríos, Óscar Suárez-Quiroz, Mirna L. Gálvez-Ponce, Eligio Ordaz-Ortiz, José Juan Winkler, Robert |
author_facet | Gamboa-Becerra, Roberto Hernández-Hernández, María Cecilia González-Ríos, Óscar Suárez-Quiroz, Mirna L. Gálvez-Ponce, Eligio Ordaz-Ortiz, José Juan Winkler, Robert |
author_sort | Gamboa-Becerra, Roberto |
collection | PubMed |
description | Genetic improvement of coffee plants represents a great challenge for breeders. Conventional breeding takes a too long time for responding timely to market demands, climatic variations and new biological threads. The correlation of genetic markers with the plant phenotype and final product quality is usually poor. Additionally, the creation and use of genetically modified organisms (GMOs) are often legally restricted and rejected by customers that demand natural products. Therefore, we developed a non-targeted metabolomics approach to accelerate conventional breeding. Our main idea was to identify highly heritable metabolites in Coffea canephora seedlings, which are linked to coffee cup quality. We employed a maternal half-sibs approach to estimate the metabolites heritability in open-pollinated plants in both leaves and fruits at an early plant development stage. We evaluated the cup quality of roasted beans and correlated highly heritable metabolites with sensory quality traits of the coffee beverage. Our results provide new insights about the heritability of metabolites of C. canephora plants. Furthermore, we found strong correlations between highly heritable metabolites and sensory traits of coffee beverage. We revealed metabolites that serve as predictive metabolite markers at an early development stage of coffee plants. Informed decisions can be made on plants of six months old, compared to 3.5 to 5 years using conventional selection methods. The metabolome-wide association study (MWAS) drastically accelerates the selection of C. canephora plants with desirable characteristics and represents a novel approach for the focused breeding of crops. |
format | Online Article Text |
id | pubmed-6835713 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-68357132019-11-25 Metabolomic Markers for the Early Selection of Coffea canephora Plants with Desirable Cup Quality Traits Gamboa-Becerra, Roberto Hernández-Hernández, María Cecilia González-Ríos, Óscar Suárez-Quiroz, Mirna L. Gálvez-Ponce, Eligio Ordaz-Ortiz, José Juan Winkler, Robert Metabolites Article Genetic improvement of coffee plants represents a great challenge for breeders. Conventional breeding takes a too long time for responding timely to market demands, climatic variations and new biological threads. The correlation of genetic markers with the plant phenotype and final product quality is usually poor. Additionally, the creation and use of genetically modified organisms (GMOs) are often legally restricted and rejected by customers that demand natural products. Therefore, we developed a non-targeted metabolomics approach to accelerate conventional breeding. Our main idea was to identify highly heritable metabolites in Coffea canephora seedlings, which are linked to coffee cup quality. We employed a maternal half-sibs approach to estimate the metabolites heritability in open-pollinated plants in both leaves and fruits at an early plant development stage. We evaluated the cup quality of roasted beans and correlated highly heritable metabolites with sensory quality traits of the coffee beverage. Our results provide new insights about the heritability of metabolites of C. canephora plants. Furthermore, we found strong correlations between highly heritable metabolites and sensory traits of coffee beverage. We revealed metabolites that serve as predictive metabolite markers at an early development stage of coffee plants. Informed decisions can be made on plants of six months old, compared to 3.5 to 5 years using conventional selection methods. The metabolome-wide association study (MWAS) drastically accelerates the selection of C. canephora plants with desirable characteristics and represents a novel approach for the focused breeding of crops. MDPI 2019-10-04 /pmc/articles/PMC6835713/ /pubmed/31590271 http://dx.doi.org/10.3390/metabo9100214 Text en © 2019 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Gamboa-Becerra, Roberto Hernández-Hernández, María Cecilia González-Ríos, Óscar Suárez-Quiroz, Mirna L. Gálvez-Ponce, Eligio Ordaz-Ortiz, José Juan Winkler, Robert Metabolomic Markers for the Early Selection of Coffea canephora Plants with Desirable Cup Quality Traits |
title | Metabolomic Markers for the Early Selection of Coffea canephora Plants with Desirable Cup Quality Traits |
title_full | Metabolomic Markers for the Early Selection of Coffea canephora Plants with Desirable Cup Quality Traits |
title_fullStr | Metabolomic Markers for the Early Selection of Coffea canephora Plants with Desirable Cup Quality Traits |
title_full_unstemmed | Metabolomic Markers for the Early Selection of Coffea canephora Plants with Desirable Cup Quality Traits |
title_short | Metabolomic Markers for the Early Selection of Coffea canephora Plants with Desirable Cup Quality Traits |
title_sort | metabolomic markers for the early selection of coffea canephora plants with desirable cup quality traits |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6835713/ https://www.ncbi.nlm.nih.gov/pubmed/31590271 http://dx.doi.org/10.3390/metabo9100214 |
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