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Existence of a scaling relation in continuous cultures of Scheffersomyces stipitis: the steady states are completely determined by the ratio of carbon and oxygen uptake rates
BACKGROUND: Recently, we showed that steady-state continuous cultures of S. stipitis follow the principles of growth on mixture of two complementary substrates. More precisely, when such cultures are fed with progressively higher concentrations of glucose s(f) at fixed dilution rate D = 0.1 h(−1), o...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6348663/ https://www.ncbi.nlm.nih.gov/pubmed/30705705 http://dx.doi.org/10.1186/s13068-019-1357-3 |
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author | Maitra, Shraddha Narang, Atul |
author_facet | Maitra, Shraddha Narang, Atul |
author_sort | Maitra, Shraddha |
collection | PubMed |
description | BACKGROUND: Recently, we showed that steady-state continuous cultures of S. stipitis follow the principles of growth on mixture of two complementary substrates. More precisely, when such cultures are fed with progressively higher concentrations of glucose s(f) at fixed dilution rate D = 0.1 h(−1), oxygen mass-transfer coefficient k(l)a = 50 h(−1), and oxygen solubility [Formula: see text] , they transition from glucose- to oxygen-limited growth through an intermediate dual-limited regime in which both glucose and oxygen are limiting, and ethanol is produced without loss of glucose. It is, therefore, of considerable interest to characterize the dual-limited regime. We found that the dual-limited regime occurs precisely when the operating parameters D, s(f), k(l)a, and [Formula: see text] satisfy the relation [Formula: see text] , where Y(os) and [Formula: see text] denote g of glucose consumed per g of oxygen consumed in the carbon- and oxygen-limited regimes. In this work, our goal was to determine if the above characterization of the dual-limited regime holds over a wider range of D, k(l)a, and to understand why the dual-limited regime is determined by the dimensionless ratio [Formula: see text] . RESULTS: To this end, we performed the foregoing experiments at three additional dilution rates (D = 0.07, 0.15, and 0.20 h(−1)) and one additional mass-transfer coefficient (k(l)a = 100 h(−1)). We find that the above characterization of the dual-limited regime is valid for these conditions as well. Furthermore, the boundaries of the dual-limited regime are determined by the dimensionless ratio [Formula: see text] , because the steady-state concentrations are completely determined by this ratio. More precisely, if the steady-state concentrations of biomass, glucose, oxygen, and ethanol are suitably scaled, they collapse into a single curve with [Formula: see text] as the independent variable. CONCLUSION: The dual-limited regime is characterized by the relation [Formula: see text] over the entire range of operating condition 0.07 h(−1) ≤ D ≤ 0.20 h(−1) and [Formula: see text] . Since the effect of all operating parameters is embedded in the single parameter [Formula: see text] , the dimensionless plot provides a powerful tool to compare, with only a handful of data, various ethanol-producing strains over a wide range of operating conditions. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s13068-019-1357-3) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-6348663 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-63486632019-01-31 Existence of a scaling relation in continuous cultures of Scheffersomyces stipitis: the steady states are completely determined by the ratio of carbon and oxygen uptake rates Maitra, Shraddha Narang, Atul Biotechnol Biofuels Research BACKGROUND: Recently, we showed that steady-state continuous cultures of S. stipitis follow the principles of growth on mixture of two complementary substrates. More precisely, when such cultures are fed with progressively higher concentrations of glucose s(f) at fixed dilution rate D = 0.1 h(−1), oxygen mass-transfer coefficient k(l)a = 50 h(−1), and oxygen solubility [Formula: see text] , they transition from glucose- to oxygen-limited growth through an intermediate dual-limited regime in which both glucose and oxygen are limiting, and ethanol is produced without loss of glucose. It is, therefore, of considerable interest to characterize the dual-limited regime. We found that the dual-limited regime occurs precisely when the operating parameters D, s(f), k(l)a, and [Formula: see text] satisfy the relation [Formula: see text] , where Y(os) and [Formula: see text] denote g of glucose consumed per g of oxygen consumed in the carbon- and oxygen-limited regimes. In this work, our goal was to determine if the above characterization of the dual-limited regime holds over a wider range of D, k(l)a, and to understand why the dual-limited regime is determined by the dimensionless ratio [Formula: see text] . RESULTS: To this end, we performed the foregoing experiments at three additional dilution rates (D = 0.07, 0.15, and 0.20 h(−1)) and one additional mass-transfer coefficient (k(l)a = 100 h(−1)). We find that the above characterization of the dual-limited regime is valid for these conditions as well. Furthermore, the boundaries of the dual-limited regime are determined by the dimensionless ratio [Formula: see text] , because the steady-state concentrations are completely determined by this ratio. More precisely, if the steady-state concentrations of biomass, glucose, oxygen, and ethanol are suitably scaled, they collapse into a single curve with [Formula: see text] as the independent variable. CONCLUSION: The dual-limited regime is characterized by the relation [Formula: see text] over the entire range of operating condition 0.07 h(−1) ≤ D ≤ 0.20 h(−1) and [Formula: see text] . Since the effect of all operating parameters is embedded in the single parameter [Formula: see text] , the dimensionless plot provides a powerful tool to compare, with only a handful of data, various ethanol-producing strains over a wide range of operating conditions. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s13068-019-1357-3) contains supplementary material, which is available to authorized users. BioMed Central 2019-01-28 /pmc/articles/PMC6348663/ /pubmed/30705705 http://dx.doi.org/10.1186/s13068-019-1357-3 Text en © The Author(s) 2019 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided 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 Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Maitra, Shraddha Narang, Atul Existence of a scaling relation in continuous cultures of Scheffersomyces stipitis: the steady states are completely determined by the ratio of carbon and oxygen uptake rates |
title | Existence of a scaling relation in continuous cultures of Scheffersomyces stipitis: the steady states are completely determined by the ratio of carbon and oxygen uptake rates |
title_full | Existence of a scaling relation in continuous cultures of Scheffersomyces stipitis: the steady states are completely determined by the ratio of carbon and oxygen uptake rates |
title_fullStr | Existence of a scaling relation in continuous cultures of Scheffersomyces stipitis: the steady states are completely determined by the ratio of carbon and oxygen uptake rates |
title_full_unstemmed | Existence of a scaling relation in continuous cultures of Scheffersomyces stipitis: the steady states are completely determined by the ratio of carbon and oxygen uptake rates |
title_short | Existence of a scaling relation in continuous cultures of Scheffersomyces stipitis: the steady states are completely determined by the ratio of carbon and oxygen uptake rates |
title_sort | existence of a scaling relation in continuous cultures of scheffersomyces stipitis: the steady states are completely determined by the ratio of carbon and oxygen uptake rates |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6348663/ https://www.ncbi.nlm.nih.gov/pubmed/30705705 http://dx.doi.org/10.1186/s13068-019-1357-3 |
work_keys_str_mv | AT maitrashraddha existenceofascalingrelationincontinuousculturesofscheffersomycesstipitisthesteadystatesarecompletelydeterminedbytheratioofcarbonandoxygenuptakerates AT narangatul existenceofascalingrelationincontinuousculturesofscheffersomycesstipitisthesteadystatesarecompletelydeterminedbytheratioofcarbonandoxygenuptakerates |