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Strawberry sweetness and consumer preference are enhanced by specific volatile compounds
Breeding crops for improved flavor is challenging due to the high cost of sensory evaluation and the difficulty of connecting sensory experience to chemical composition. The main goal of this study was to identify the chemical drivers of sweetness and consumer liking for fresh strawberries (Fragaria...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8012349/ https://www.ncbi.nlm.nih.gov/pubmed/33790262 http://dx.doi.org/10.1038/s41438-021-00502-5 |
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author | Fan, Zhen Hasing, Tomas Johnson, Timothy S. Garner, Drake M. Schwieterman, Michael L. Barbey, Christopher R. Colquhoun, Thomas A. Sims, Charles A. Resende, Marcio F. R. Whitaker, Vance M. |
author_facet | Fan, Zhen Hasing, Tomas Johnson, Timothy S. Garner, Drake M. Schwieterman, Michael L. Barbey, Christopher R. Colquhoun, Thomas A. Sims, Charles A. Resende, Marcio F. R. Whitaker, Vance M. |
author_sort | Fan, Zhen |
collection | PubMed |
description | Breeding crops for improved flavor is challenging due to the high cost of sensory evaluation and the difficulty of connecting sensory experience to chemical composition. The main goal of this study was to identify the chemical drivers of sweetness and consumer liking for fresh strawberries (Fragaria × ananassa). Fruit of 148 strawberry samples from cultivars and breeding selections were grown and harvested over seven years and were subjected to both sensory and chemical analyses. Each panel consisted of at least 100 consumers, resulting in more than 15,000 sensory data points per descriptor. Three sugars, two acids and 113 volatile compounds were quantified. Consumer liking was highly associated with sweetness intensity, texture liking, and flavor intensity, but not sourness intensity. Partial least square analyses revealed 20 volatile compounds that increased sweetness perception independently of sugars; 18 volatiles that increased liking independently of sugars; and 15 volatile compounds that had positive effects on both. Machine learning-based predictive models including sugars, acids, and volatiles explained at least 25% more variation in sweetness and liking than models accounting for sugars and acids only. Volatile compounds such as γ-dodecalactone; 5-hepten-2-one, 6-methyl; and multiple medium-chain fatty acid esters may serve as targets for breeding or quality control attributes for strawberry products. A genetic association study identified two loci controlling ester production, both on linkage group 6 A. Co-segregating makers in these regions can be used for increasing multiple esters simultaneously. This study demonstrates a paradigm for improvement of fruit sweetness and flavor in which consumers drive the identification of the most important chemical targets, which in turn drives the discovery of genetic targets for marker-assisted breeding. |
format | Online Article Text |
id | pubmed-8012349 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-80123492021-04-16 Strawberry sweetness and consumer preference are enhanced by specific volatile compounds Fan, Zhen Hasing, Tomas Johnson, Timothy S. Garner, Drake M. Schwieterman, Michael L. Barbey, Christopher R. Colquhoun, Thomas A. Sims, Charles A. Resende, Marcio F. R. Whitaker, Vance M. Hortic Res Article Breeding crops for improved flavor is challenging due to the high cost of sensory evaluation and the difficulty of connecting sensory experience to chemical composition. The main goal of this study was to identify the chemical drivers of sweetness and consumer liking for fresh strawberries (Fragaria × ananassa). Fruit of 148 strawberry samples from cultivars and breeding selections were grown and harvested over seven years and were subjected to both sensory and chemical analyses. Each panel consisted of at least 100 consumers, resulting in more than 15,000 sensory data points per descriptor. Three sugars, two acids and 113 volatile compounds were quantified. Consumer liking was highly associated with sweetness intensity, texture liking, and flavor intensity, but not sourness intensity. Partial least square analyses revealed 20 volatile compounds that increased sweetness perception independently of sugars; 18 volatiles that increased liking independently of sugars; and 15 volatile compounds that had positive effects on both. Machine learning-based predictive models including sugars, acids, and volatiles explained at least 25% more variation in sweetness and liking than models accounting for sugars and acids only. Volatile compounds such as γ-dodecalactone; 5-hepten-2-one, 6-methyl; and multiple medium-chain fatty acid esters may serve as targets for breeding or quality control attributes for strawberry products. A genetic association study identified two loci controlling ester production, both on linkage group 6 A. Co-segregating makers in these regions can be used for increasing multiple esters simultaneously. This study demonstrates a paradigm for improvement of fruit sweetness and flavor in which consumers drive the identification of the most important chemical targets, which in turn drives the discovery of genetic targets for marker-assisted breeding. Nature Publishing Group UK 2021-04-01 /pmc/articles/PMC8012349/ /pubmed/33790262 http://dx.doi.org/10.1038/s41438-021-00502-5 Text en © The Author(s) 2021, corrected publication 2021 https://creativecommons.org/licenses/by/4.0/Open Access This 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Fan, Zhen Hasing, Tomas Johnson, Timothy S. Garner, Drake M. Schwieterman, Michael L. Barbey, Christopher R. Colquhoun, Thomas A. Sims, Charles A. Resende, Marcio F. R. Whitaker, Vance M. Strawberry sweetness and consumer preference are enhanced by specific volatile compounds |
title | Strawberry sweetness and consumer preference are enhanced by specific volatile compounds |
title_full | Strawberry sweetness and consumer preference are enhanced by specific volatile compounds |
title_fullStr | Strawberry sweetness and consumer preference are enhanced by specific volatile compounds |
title_full_unstemmed | Strawberry sweetness and consumer preference are enhanced by specific volatile compounds |
title_short | Strawberry sweetness and consumer preference are enhanced by specific volatile compounds |
title_sort | strawberry sweetness and consumer preference are enhanced by specific volatile compounds |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8012349/ https://www.ncbi.nlm.nih.gov/pubmed/33790262 http://dx.doi.org/10.1038/s41438-021-00502-5 |
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