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Modelling the Radial Growth of Geotrichum candidum: Effects of Temperature and Water Activity
Modelling the growth of microorganisms in relation to environmental factors provides quantitative knowledge that can be used to predict their behaviour in foods. For this reason, the effects of temperature and water activity (a(w)) adjusted with NaCl on the surface growth of two isolates and one cul...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7999232/ https://www.ncbi.nlm.nih.gov/pubmed/33807629 http://dx.doi.org/10.3390/microorganisms9030532 |
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author | Koňuchová, Martina Valík, Ľubomír |
author_facet | Koňuchová, Martina Valík, Ľubomír |
author_sort | Koňuchová, Martina |
collection | PubMed |
description | Modelling the growth of microorganisms in relation to environmental factors provides quantitative knowledge that can be used to predict their behaviour in foods. For this reason, the effects of temperature and water activity (a(w)) adjusted with NaCl on the surface growth of two isolates and one culture strain of Geotrichum candidum were studied. A dataset of growth parameters obtained from almost 600 growth curves was employed for secondary modelling with cardinal models (CMs). The theoretical minimal temperature resulting from the modelling of the mycelium proliferation rate ranged from −5.2 to −0.4 °C. Optimal and maximal temperatures were calculated and found to have narrow ranges of 25.4 to 28.0 °C and 34.2 to 37.6 °C, respectively. Cardinal a(w) values associated with radial growth (a(w) (min) from 0.948–0.960 and a(w) (opt) from 0.992–0.993) confirmed the salt sensitivity of the species. Model goodness-of-fit was evaluated by the coefficient of determination R(2), which ranged from 0.954 to 0.985, and RMSE, which ranged from 0.28 to 0.42. Substantially higher variability accompanied the lag time for growth modelling than the radial growth rate modelling despite the square root transformation of the reciprocal lag phase data (R(2) = 0.685 to 0.808). Nevertheless, the findings demonstrate that the outputs of growth modelling can be applied to the quantitative evaluation of the roles of G. candidum in fresh cheese spoilage as well as the ripening of Camembert-type cheeses or various artisanal cheeses. Along with validation, the interactions with lactic acid bacteria can be included to improve the predictions of G. candidum in the future. |
format | Online Article Text |
id | pubmed-7999232 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-79992322021-03-28 Modelling the Radial Growth of Geotrichum candidum: Effects of Temperature and Water Activity Koňuchová, Martina Valík, Ľubomír Microorganisms Article Modelling the growth of microorganisms in relation to environmental factors provides quantitative knowledge that can be used to predict their behaviour in foods. For this reason, the effects of temperature and water activity (a(w)) adjusted with NaCl on the surface growth of two isolates and one culture strain of Geotrichum candidum were studied. A dataset of growth parameters obtained from almost 600 growth curves was employed for secondary modelling with cardinal models (CMs). The theoretical minimal temperature resulting from the modelling of the mycelium proliferation rate ranged from −5.2 to −0.4 °C. Optimal and maximal temperatures were calculated and found to have narrow ranges of 25.4 to 28.0 °C and 34.2 to 37.6 °C, respectively. Cardinal a(w) values associated with radial growth (a(w) (min) from 0.948–0.960 and a(w) (opt) from 0.992–0.993) confirmed the salt sensitivity of the species. Model goodness-of-fit was evaluated by the coefficient of determination R(2), which ranged from 0.954 to 0.985, and RMSE, which ranged from 0.28 to 0.42. Substantially higher variability accompanied the lag time for growth modelling than the radial growth rate modelling despite the square root transformation of the reciprocal lag phase data (R(2) = 0.685 to 0.808). Nevertheless, the findings demonstrate that the outputs of growth modelling can be applied to the quantitative evaluation of the roles of G. candidum in fresh cheese spoilage as well as the ripening of Camembert-type cheeses or various artisanal cheeses. Along with validation, the interactions with lactic acid bacteria can be included to improve the predictions of G. candidum in the future. MDPI 2021-03-05 /pmc/articles/PMC7999232/ /pubmed/33807629 http://dx.doi.org/10.3390/microorganisms9030532 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) ). |
spellingShingle | Article Koňuchová, Martina Valík, Ľubomír Modelling the Radial Growth of Geotrichum candidum: Effects of Temperature and Water Activity |
title | Modelling the Radial Growth of Geotrichum candidum: Effects of Temperature and Water Activity |
title_full | Modelling the Radial Growth of Geotrichum candidum: Effects of Temperature and Water Activity |
title_fullStr | Modelling the Radial Growth of Geotrichum candidum: Effects of Temperature and Water Activity |
title_full_unstemmed | Modelling the Radial Growth of Geotrichum candidum: Effects of Temperature and Water Activity |
title_short | Modelling the Radial Growth of Geotrichum candidum: Effects of Temperature and Water Activity |
title_sort | modelling the radial growth of geotrichum candidum: effects of temperature and water activity |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7999232/ https://www.ncbi.nlm.nih.gov/pubmed/33807629 http://dx.doi.org/10.3390/microorganisms9030532 |
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