Preventing Overflow Metabolism in Crabtree-Positive Microorganisms through On-Line Monitoring and Control of Fed-Batch Fermentations
At specific growth rates above a particular critical value, Crabtree-positive microorganisms exceed their respiratory capacity and enter diauxic growth metabolism. Excess substrate is converted reductively to an overflow metabolite, resulting in decreased biomass yield and productivity. To prevent t...
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doaj-d24906271daf4c1f903738d41536a9be2020-11-24T22:49:17ZengMDPI AGFermentation2311-56372018-09-01437910.3390/fermentation4030079fermentation4030079Preventing Overflow Metabolism in Crabtree-Positive Microorganisms through On-Line Monitoring and Control of Fed-Batch FermentationsLoïc Habegger0Kelly Rodrigues Crespo1Michal Dabros2Institute of Chemical Technologies, HES-SO—Haute école d’ingénierie et d’architecture Fribourg, Boulevard de Pérolles 80, CH-1700 Fribourg, SwitzerlandInstitute of Chemical Technologies, HES-SO—Haute école d’ingénierie et d’architecture Fribourg, Boulevard de Pérolles 80, CH-1700 Fribourg, SwitzerlandInstitute of Chemical Technologies, HES-SO—Haute école d’ingénierie et d’architecture Fribourg, Boulevard de Pérolles 80, CH-1700 Fribourg, SwitzerlandAt specific growth rates above a particular critical value, Crabtree-positive microorganisms exceed their respiratory capacity and enter diauxic growth metabolism. Excess substrate is converted reductively to an overflow metabolite, resulting in decreased biomass yield and productivity. To prevent this scenario, the cells can be cultivated in a fed-batch mode at a growth rate maintained below the critical value, µcrit. This approach entails two major challenges: accurately estimating the current specific growth rate and controlling it successfully over the course of the fermentation. In this work, the specific growth rate of S. cerevisiae and E. coli was estimated from enhanced on-line biomass concentration measurements obtained with dielectric spectroscopy and turbidity. A feedforward-feedback control scheme was implemented to maintain the specific growth rate at a setpoint below µcrit, while on-line FTIR measurements provided the early detection of the overflow metabolites. The proposed approach is in line with the principles of Bioprocess Analytical Technology (BioPAT), and provides a means to increase the productivity of Crabtree-positive microorganisms.http://www.mdpi.com/2311-5637/4/3/79bioprocess monitoring and controlCrabtree effectoverflow metabolismspecific growth rate controlBioPAT |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Loïc Habegger Kelly Rodrigues Crespo Michal Dabros |
spellingShingle |
Loïc Habegger Kelly Rodrigues Crespo Michal Dabros Preventing Overflow Metabolism in Crabtree-Positive Microorganisms through On-Line Monitoring and Control of Fed-Batch Fermentations Fermentation bioprocess monitoring and control Crabtree effect overflow metabolism specific growth rate control BioPAT |
author_facet |
Loïc Habegger Kelly Rodrigues Crespo Michal Dabros |
author_sort |
Loïc Habegger |
title |
Preventing Overflow Metabolism in Crabtree-Positive Microorganisms through On-Line Monitoring and Control of Fed-Batch Fermentations |
title_short |
Preventing Overflow Metabolism in Crabtree-Positive Microorganisms through On-Line Monitoring and Control of Fed-Batch Fermentations |
title_full |
Preventing Overflow Metabolism in Crabtree-Positive Microorganisms through On-Line Monitoring and Control of Fed-Batch Fermentations |
title_fullStr |
Preventing Overflow Metabolism in Crabtree-Positive Microorganisms through On-Line Monitoring and Control of Fed-Batch Fermentations |
title_full_unstemmed |
Preventing Overflow Metabolism in Crabtree-Positive Microorganisms through On-Line Monitoring and Control of Fed-Batch Fermentations |
title_sort |
preventing overflow metabolism in crabtree-positive microorganisms through on-line monitoring and control of fed-batch fermentations |
publisher |
MDPI AG |
series |
Fermentation |
issn |
2311-5637 |
publishDate |
2018-09-01 |
description |
At specific growth rates above a particular critical value, Crabtree-positive microorganisms exceed their respiratory capacity and enter diauxic growth metabolism. Excess substrate is converted reductively to an overflow metabolite, resulting in decreased biomass yield and productivity. To prevent this scenario, the cells can be cultivated in a fed-batch mode at a growth rate maintained below the critical value, µcrit. This approach entails two major challenges: accurately estimating the current specific growth rate and controlling it successfully over the course of the fermentation. In this work, the specific growth rate of S. cerevisiae and E. coli was estimated from enhanced on-line biomass concentration measurements obtained with dielectric spectroscopy and turbidity. A feedforward-feedback control scheme was implemented to maintain the specific growth rate at a setpoint below µcrit, while on-line FTIR measurements provided the early detection of the overflow metabolites. The proposed approach is in line with the principles of Bioprocess Analytical Technology (BioPAT), and provides a means to increase the productivity of Crabtree-positive microorganisms. |
topic |
bioprocess monitoring and control Crabtree effect overflow metabolism specific growth rate control BioPAT |
url |
http://www.mdpi.com/2311-5637/4/3/79 |
work_keys_str_mv |
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