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Genetic variability and genome-wide association analysis of flavor and texture in cooked beans (Phaseolus vulgaris L.)
KEY MESSAGE: Cooked bean flavor and texture vary within and across 20 Andean seed types; SNPs are significantly associated with total flavor, beany, earthy, starchy, bitter, seed-coat perception, and cotyledon texture. ABSTRACT: Common dry beans are a nutritious food recognized as a staple globally,...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7925484/ https://www.ncbi.nlm.nih.gov/pubmed/33388888 http://dx.doi.org/10.1007/s00122-020-03745-3 |
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author | Bassett, Amber Kamfwa, Kelvin Ambachew, Daniel Cichy, Karen |
author_facet | Bassett, Amber Kamfwa, Kelvin Ambachew, Daniel Cichy, Karen |
author_sort | Bassett, Amber |
collection | PubMed |
description | KEY MESSAGE: Cooked bean flavor and texture vary within and across 20 Andean seed types; SNPs are significantly associated with total flavor, beany, earthy, starchy, bitter, seed-coat perception, and cotyledon texture. ABSTRACT: Common dry beans are a nutritious food recognized as a staple globally, but their consumption is low in the USA. Improving bean flavor and texture through breeding has the potential to improve consumer acceptance and suitability for new end-use products. Little is known about genetic variability and inheritance of bean sensory characteristics. A total of 430 genotypes of the Andean Diversity Panel representing twenty seed types were grown in three locations, and cooked seeds were evaluated by a trained sensory panel for flavor and texture attribute intensities, including total flavor, beany, vegetative, earthy, starchy, sweet, bitter, seed-coat perception, and cotyledon texture. Extensive variation in sensory attributes was found across and within seed types. A set of genotypes was identified that exhibit extreme attribute intensities generally stable across all three environments. seed-coat perception and total flavor intensity had the highest broad-sense heritability (0.39 and 0.38, respectively), while earthy and vegetative intensities exhibited the lowest (0.14 and 0.15, respectively). Starchy and sweet flavors were positively correlated and highest in white bean genotypes according to principal component analysis. SNPs associated with total flavor intensity (six SNPs across three chromosomes), beany (five SNPs across four chromosomes), earthy (three SNPs across two chromosomes), starchy (one SNP), bitter (one SNP), seed-coat perception (three SNPs across two chromosomes), and cotyledon texture (two SNPs across two chromosomes) were detected. These findings lay a foundation for incorporating flavor and texture in breeding programs for the development of new varieties that entice growers, consumers, and product developers alike. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1007/s00122-020-03745-3) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-7925484 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-79254842021-03-19 Genetic variability and genome-wide association analysis of flavor and texture in cooked beans (Phaseolus vulgaris L.) Bassett, Amber Kamfwa, Kelvin Ambachew, Daniel Cichy, Karen Theor Appl Genet Original Article KEY MESSAGE: Cooked bean flavor and texture vary within and across 20 Andean seed types; SNPs are significantly associated with total flavor, beany, earthy, starchy, bitter, seed-coat perception, and cotyledon texture. ABSTRACT: Common dry beans are a nutritious food recognized as a staple globally, but their consumption is low in the USA. Improving bean flavor and texture through breeding has the potential to improve consumer acceptance and suitability for new end-use products. Little is known about genetic variability and inheritance of bean sensory characteristics. A total of 430 genotypes of the Andean Diversity Panel representing twenty seed types were grown in three locations, and cooked seeds were evaluated by a trained sensory panel for flavor and texture attribute intensities, including total flavor, beany, vegetative, earthy, starchy, sweet, bitter, seed-coat perception, and cotyledon texture. Extensive variation in sensory attributes was found across and within seed types. A set of genotypes was identified that exhibit extreme attribute intensities generally stable across all three environments. seed-coat perception and total flavor intensity had the highest broad-sense heritability (0.39 and 0.38, respectively), while earthy and vegetative intensities exhibited the lowest (0.14 and 0.15, respectively). Starchy and sweet flavors were positively correlated and highest in white bean genotypes according to principal component analysis. SNPs associated with total flavor intensity (six SNPs across three chromosomes), beany (five SNPs across four chromosomes), earthy (three SNPs across two chromosomes), starchy (one SNP), bitter (one SNP), seed-coat perception (three SNPs across two chromosomes), and cotyledon texture (two SNPs across two chromosomes) were detected. These findings lay a foundation for incorporating flavor and texture in breeding programs for the development of new varieties that entice growers, consumers, and product developers alike. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1007/s00122-020-03745-3) contains supplementary material, which is available to authorized users. Springer Berlin Heidelberg 2021-01-03 2021 /pmc/articles/PMC7925484/ /pubmed/33388888 http://dx.doi.org/10.1007/s00122-020-03745-3 Text en © This is a U.S. government work and not under copyright protection in the U.S.; foreign copyright protection may apply 2021 Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Original Article Bassett, Amber Kamfwa, Kelvin Ambachew, Daniel Cichy, Karen Genetic variability and genome-wide association analysis of flavor and texture in cooked beans (Phaseolus vulgaris L.) |
title | Genetic variability and genome-wide association analysis of flavor and texture in cooked beans (Phaseolus vulgaris L.) |
title_full | Genetic variability and genome-wide association analysis of flavor and texture in cooked beans (Phaseolus vulgaris L.) |
title_fullStr | Genetic variability and genome-wide association analysis of flavor and texture in cooked beans (Phaseolus vulgaris L.) |
title_full_unstemmed | Genetic variability and genome-wide association analysis of flavor and texture in cooked beans (Phaseolus vulgaris L.) |
title_short | Genetic variability and genome-wide association analysis of flavor and texture in cooked beans (Phaseolus vulgaris L.) |
title_sort | genetic variability and genome-wide association analysis of flavor and texture in cooked beans (phaseolus vulgaris l.) |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7925484/ https://www.ncbi.nlm.nih.gov/pubmed/33388888 http://dx.doi.org/10.1007/s00122-020-03745-3 |
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