Dynamic genome-scale modeling of Saccharomyces cerevisiae unravels mechanisms for ester formation during alcoholic fermentation

Fermentation employing Saccharomyces cerevisiae has produced alcoholic beverages and bread for millennia. More recently, S. cerevisiae has been used to manufacture specific metabolites for the food, pharmaceutical, and cosmetic industries. Among the most important of these metabolites are compounds associated with desirable aromas and flavors, including higher alcohols and esters. Although the physiology of yeast has been well-studied, its metabolic modulation leading to aroma production in relevant industrial scenarios such as winemaking is still unclear. Here we ask what are the underlying metabolic mechanisms that explain the conserved and varying behavior of different yeasts regarding aroma formation under enological conditions? We employed dynamic flux balance analysis (dFBA) to answer this key question using the latest genome-scale metabolic model (GEM) of S. cerevisiae. The model revealed several conserved mechanisms among wine yeasts, for example, acetate ester formation is dependent on intracellular metabolic acetyl-CoA/CoA levels, and the formation of ethyl esters facilitates the removal of toxic fatty acids from cells using CoA. Species-specific mechanisms were also found, such as a preference for the shikimate pathway leading to more 2-phenylethanol production in the Opale strain as well as strain behavior varying notably during the carbohydrate accumulation phase and carbohydrate accumulation inducing redox restrictions during a later cell growth phase for strain Uvaferm. In conclusion, our new metabolic model of yeast under enological conditions revealed key metabolic mechanisms in wine yeasts, which will aid future research strategies to optimize their behavior in industrial settings.

Saved in:
Bibliographic Details
Main Authors: Scott, William T., Henriques, David, Smid, Eddy J., Notebaart, Richard A., Balsa-Canto, Eva
Format: Article/Letter to editor biblioteca
Language:English
Subjects:dynamic flux balance analysis (dFBA), esters, fermentation, metabolic modeling, systems biology, wine, yeast,
Online Access:https://research.wur.nl/en/publications/dynamic-genome-scale-modeling-of-saccharomyces-cerevisiae-unravel
Tags: Add Tag
No Tags, Be the first to tag this record!
id dig-wur-nl-wurpubs-616233
record_format koha
spelling dig-wur-nl-wurpubs-6162332024-12-04 Scott, William T. Henriques, David Smid, Eddy J. Notebaart, Richard A. Balsa-Canto, Eva Article/Letter to editor Biotechnology and Bioengineering 120 (2023) 7 ISSN: 0006-3592 Dynamic genome-scale modeling of Saccharomyces cerevisiae unravels mechanisms for ester formation during alcoholic fermentation 2023 Fermentation employing Saccharomyces cerevisiae has produced alcoholic beverages and bread for millennia. More recently, S. cerevisiae has been used to manufacture specific metabolites for the food, pharmaceutical, and cosmetic industries. Among the most important of these metabolites are compounds associated with desirable aromas and flavors, including higher alcohols and esters. Although the physiology of yeast has been well-studied, its metabolic modulation leading to aroma production in relevant industrial scenarios such as winemaking is still unclear. Here we ask what are the underlying metabolic mechanisms that explain the conserved and varying behavior of different yeasts regarding aroma formation under enological conditions? We employed dynamic flux balance analysis (dFBA) to answer this key question using the latest genome-scale metabolic model (GEM) of S. cerevisiae. The model revealed several conserved mechanisms among wine yeasts, for example, acetate ester formation is dependent on intracellular metabolic acetyl-CoA/CoA levels, and the formation of ethyl esters facilitates the removal of toxic fatty acids from cells using CoA. Species-specific mechanisms were also found, such as a preference for the shikimate pathway leading to more 2-phenylethanol production in the Opale strain as well as strain behavior varying notably during the carbohydrate accumulation phase and carbohydrate accumulation inducing redox restrictions during a later cell growth phase for strain Uvaferm. In conclusion, our new metabolic model of yeast under enological conditions revealed key metabolic mechanisms in wine yeasts, which will aid future research strategies to optimize their behavior in industrial settings. en application/pdf https://research.wur.nl/en/publications/dynamic-genome-scale-modeling-of-saccharomyces-cerevisiae-unravel 10.1002/bit.28421 https://edepot.wur.nl/633344 dynamic flux balance analysis (dFBA) esters fermentation metabolic modeling systems biology wine yeast https://creativecommons.org/licenses/by-nc-nd/4.0/ https://creativecommons.org/licenses/by-nc-nd/4.0/ Wageningen University & Research
institution WUR NL
collection DSpace
country Países bajos
countrycode NL
component Bibliográfico
access En linea
databasecode dig-wur-nl
tag biblioteca
region Europa del Oeste
libraryname WUR Library Netherlands
language English
topic dynamic flux balance analysis (dFBA)
esters
fermentation
metabolic modeling
systems biology
wine
yeast
dynamic flux balance analysis (dFBA)
esters
fermentation
metabolic modeling
systems biology
wine
yeast
spellingShingle dynamic flux balance analysis (dFBA)
esters
fermentation
metabolic modeling
systems biology
wine
yeast
dynamic flux balance analysis (dFBA)
esters
fermentation
metabolic modeling
systems biology
wine
yeast
Scott, William T.
Henriques, David
Smid, Eddy J.
Notebaart, Richard A.
Balsa-Canto, Eva
Dynamic genome-scale modeling of Saccharomyces cerevisiae unravels mechanisms for ester formation during alcoholic fermentation
description Fermentation employing Saccharomyces cerevisiae has produced alcoholic beverages and bread for millennia. More recently, S. cerevisiae has been used to manufacture specific metabolites for the food, pharmaceutical, and cosmetic industries. Among the most important of these metabolites are compounds associated with desirable aromas and flavors, including higher alcohols and esters. Although the physiology of yeast has been well-studied, its metabolic modulation leading to aroma production in relevant industrial scenarios such as winemaking is still unclear. Here we ask what are the underlying metabolic mechanisms that explain the conserved and varying behavior of different yeasts regarding aroma formation under enological conditions? We employed dynamic flux balance analysis (dFBA) to answer this key question using the latest genome-scale metabolic model (GEM) of S. cerevisiae. The model revealed several conserved mechanisms among wine yeasts, for example, acetate ester formation is dependent on intracellular metabolic acetyl-CoA/CoA levels, and the formation of ethyl esters facilitates the removal of toxic fatty acids from cells using CoA. Species-specific mechanisms were also found, such as a preference for the shikimate pathway leading to more 2-phenylethanol production in the Opale strain as well as strain behavior varying notably during the carbohydrate accumulation phase and carbohydrate accumulation inducing redox restrictions during a later cell growth phase for strain Uvaferm. In conclusion, our new metabolic model of yeast under enological conditions revealed key metabolic mechanisms in wine yeasts, which will aid future research strategies to optimize their behavior in industrial settings.
format Article/Letter to editor
topic_facet dynamic flux balance analysis (dFBA)
esters
fermentation
metabolic modeling
systems biology
wine
yeast
author Scott, William T.
Henriques, David
Smid, Eddy J.
Notebaart, Richard A.
Balsa-Canto, Eva
author_facet Scott, William T.
Henriques, David
Smid, Eddy J.
Notebaart, Richard A.
Balsa-Canto, Eva
author_sort Scott, William T.
title Dynamic genome-scale modeling of Saccharomyces cerevisiae unravels mechanisms for ester formation during alcoholic fermentation
title_short Dynamic genome-scale modeling of Saccharomyces cerevisiae unravels mechanisms for ester formation during alcoholic fermentation
title_full Dynamic genome-scale modeling of Saccharomyces cerevisiae unravels mechanisms for ester formation during alcoholic fermentation
title_fullStr Dynamic genome-scale modeling of Saccharomyces cerevisiae unravels mechanisms for ester formation during alcoholic fermentation
title_full_unstemmed Dynamic genome-scale modeling of Saccharomyces cerevisiae unravels mechanisms for ester formation during alcoholic fermentation
title_sort dynamic genome-scale modeling of saccharomyces cerevisiae unravels mechanisms for ester formation during alcoholic fermentation
url https://research.wur.nl/en/publications/dynamic-genome-scale-modeling-of-saccharomyces-cerevisiae-unravel
work_keys_str_mv AT scottwilliamt dynamicgenomescalemodelingofsaccharomycescerevisiaeunravelsmechanismsforesterformationduringalcoholicfermentation
AT henriquesdavid dynamicgenomescalemodelingofsaccharomycescerevisiaeunravelsmechanismsforesterformationduringalcoholicfermentation
AT smideddyj dynamicgenomescalemodelingofsaccharomycescerevisiaeunravelsmechanismsforesterformationduringalcoholicfermentation
AT notebaartricharda dynamicgenomescalemodelingofsaccharomycescerevisiaeunravelsmechanismsforesterformationduringalcoholicfermentation
AT balsacantoeva dynamicgenomescalemodelingofsaccharomycescerevisiaeunravelsmechanismsforesterformationduringalcoholicfermentation
_version_ 1819141510870859776