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Determining the linear correlation between dielectric spectroscopy and viable biomass concentration in filamentous fungal fermentations
OBJECTIVES: Dielectric spectroscopy is commonly used for online monitoring of biomass growth. It is however not utilized for biomass concentration measurements due to poor correlation with Cell Dry Weight (CDW). A calibration methodology is developed that can directly measure viable biomass concentr...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Netherlands
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10275802/ https://www.ncbi.nlm.nih.gov/pubmed/37227599 http://dx.doi.org/10.1007/s10529-023-03384-w |
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author | Magnússon, Atli Pajander, Jari Sin, Gürkan Stocks, Stuart |
author_facet | Magnússon, Atli Pajander, Jari Sin, Gürkan Stocks, Stuart |
author_sort | Magnússon, Atli |
collection | PubMed |
description | OBJECTIVES: Dielectric spectroscopy is commonly used for online monitoring of biomass growth. It is however not utilized for biomass concentration measurements due to poor correlation with Cell Dry Weight (CDW). A calibration methodology is developed that can directly measure viable biomass concentration in a commercial filamentous process using dielectric values, without recourse to independent and challenging viability determinations. RESULTS: The methodology is applied to samples from the industrial scale fermentation of a filamentous fungus, Acremonium fusidioides. By mixing fresh and heat-killed samples, linear responses were verified and sample viability could be fitted with the dielectric [Formula: see text] values and total solids concentration. The study included a total of 26 samples across 21 different cultivations, with a legacy at-line viable cell analyzer requiring 2 ml samples, and a modern on-line probe operated at-line with 2 different sample presentation volumes, one compatible with the legacy analyzer, a larger sample volume of 100 ml being compatible with calibration for on-line operation. The linear model provided an [Formula: see text] value of 0.99 between [Formula: see text] and viable biomass across the sample set using either instrument. The difference in ∆C when analyzing 100 mL and 2 mL samples with an in-line probe can be adjusted by a scalar factor of 1.33 within the microbial system used in this study, preserving the linear relation with [Formula: see text] of 0.97. CONCLUSIONS: It is possible to directly estimate viable biomass concentrations utilizing dielectric spectroscopy without recourse to extensive and difficult to execute independent viability studies. The same method can be applied to calibrate different instruments to measure viable biomass concentration. Small sample volumes are appropriate as long as the sample volumes are kept consistent. |
format | Online Article Text |
id | pubmed-10275802 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Springer Netherlands |
record_format | MEDLINE/PubMed |
spelling | pubmed-102758022023-06-18 Determining the linear correlation between dielectric spectroscopy and viable biomass concentration in filamentous fungal fermentations Magnússon, Atli Pajander, Jari Sin, Gürkan Stocks, Stuart Biotechnol Lett Original Research Paper OBJECTIVES: Dielectric spectroscopy is commonly used for online monitoring of biomass growth. It is however not utilized for biomass concentration measurements due to poor correlation with Cell Dry Weight (CDW). A calibration methodology is developed that can directly measure viable biomass concentration in a commercial filamentous process using dielectric values, without recourse to independent and challenging viability determinations. RESULTS: The methodology is applied to samples from the industrial scale fermentation of a filamentous fungus, Acremonium fusidioides. By mixing fresh and heat-killed samples, linear responses were verified and sample viability could be fitted with the dielectric [Formula: see text] values and total solids concentration. The study included a total of 26 samples across 21 different cultivations, with a legacy at-line viable cell analyzer requiring 2 ml samples, and a modern on-line probe operated at-line with 2 different sample presentation volumes, one compatible with the legacy analyzer, a larger sample volume of 100 ml being compatible with calibration for on-line operation. The linear model provided an [Formula: see text] value of 0.99 between [Formula: see text] and viable biomass across the sample set using either instrument. The difference in ∆C when analyzing 100 mL and 2 mL samples with an in-line probe can be adjusted by a scalar factor of 1.33 within the microbial system used in this study, preserving the linear relation with [Formula: see text] of 0.97. CONCLUSIONS: It is possible to directly estimate viable biomass concentrations utilizing dielectric spectroscopy without recourse to extensive and difficult to execute independent viability studies. The same method can be applied to calibrate different instruments to measure viable biomass concentration. Small sample volumes are appropriate as long as the sample volumes are kept consistent. Springer Netherlands 2023-05-25 2023 /pmc/articles/PMC10275802/ /pubmed/37227599 http://dx.doi.org/10.1007/s10529-023-03384-w Text en © The Author(s) 2023 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Original Research Paper Magnússon, Atli Pajander, Jari Sin, Gürkan Stocks, Stuart Determining the linear correlation between dielectric spectroscopy and viable biomass concentration in filamentous fungal fermentations |
title | Determining the linear correlation between dielectric spectroscopy and viable biomass concentration in filamentous fungal fermentations |
title_full | Determining the linear correlation between dielectric spectroscopy and viable biomass concentration in filamentous fungal fermentations |
title_fullStr | Determining the linear correlation between dielectric spectroscopy and viable biomass concentration in filamentous fungal fermentations |
title_full_unstemmed | Determining the linear correlation between dielectric spectroscopy and viable biomass concentration in filamentous fungal fermentations |
title_short | Determining the linear correlation between dielectric spectroscopy and viable biomass concentration in filamentous fungal fermentations |
title_sort | determining the linear correlation between dielectric spectroscopy and viable biomass concentration in filamentous fungal fermentations |
topic | Original Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10275802/ https://www.ncbi.nlm.nih.gov/pubmed/37227599 http://dx.doi.org/10.1007/s10529-023-03384-w |
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