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Analysis of methods for quantifying yeast cell concentration in complex lignocellulosic fermentation processes

Cell mass and viability are tightly linked to the productivity of fermentation processes. In 2(nd) generation lignocellulose-based media quantitative measurement of cell concentration is challenging because of particles, auto-fluorescence, and intrinsic colour and turbidity of the media. We systemat...

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Autores principales: Wang, Ruifei, Lorantfy, Bettina, Fusco, Salvatore, Olsson, Lisbeth, Franzén, Carl Johan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8163860/
https://www.ncbi.nlm.nih.gov/pubmed/34050249
http://dx.doi.org/10.1038/s41598-021-90703-8
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author Wang, Ruifei
Lorantfy, Bettina
Fusco, Salvatore
Olsson, Lisbeth
Franzén, Carl Johan
author_facet Wang, Ruifei
Lorantfy, Bettina
Fusco, Salvatore
Olsson, Lisbeth
Franzén, Carl Johan
author_sort Wang, Ruifei
collection PubMed
description Cell mass and viability are tightly linked to the productivity of fermentation processes. In 2(nd) generation lignocellulose-based media quantitative measurement of cell concentration is challenging because of particles, auto-fluorescence, and intrinsic colour and turbidity of the media. We systematically evaluated several methods for quantifying total and viable yeast cell concentrations to validate their use in lignocellulosic media. Several automated cell counting systems and stain-based viability tests had very limited applicability in such samples. In contrast, manual cell enumeration in a hemocytometer, plating and enumeration of colony forming units, qPCR, and in situ dielectric spectroscopy were further investigated. Parameter optimization to measurements in synthetic lignocellulosic media, which mimicked typical lignocellulosic fermentation conditions, resulted in statistically significant calibration models with good predictive capacity for these four methods. Manual enumeration of cells in a hemocytometer and of CFU were further validated for quantitative assessment of cell numbers in simultaneous saccharification and fermentation experiments on steam-exploded wheat straw. Furthermore, quantitative correlations could be established between these variables and in situ permittivity. In contrast, qPCR quantification suffered from inconsistent DNA extraction from the lignocellulosic slurries. Development of reliable and validated cell quantification methods and understanding their strengths and limitations in lignocellulosic contexts, will enable further development, optimization, and control of lignocellulose-based fermentation processes.
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spelling pubmed-81638602021-06-01 Analysis of methods for quantifying yeast cell concentration in complex lignocellulosic fermentation processes Wang, Ruifei Lorantfy, Bettina Fusco, Salvatore Olsson, Lisbeth Franzén, Carl Johan Sci Rep Article Cell mass and viability are tightly linked to the productivity of fermentation processes. In 2(nd) generation lignocellulose-based media quantitative measurement of cell concentration is challenging because of particles, auto-fluorescence, and intrinsic colour and turbidity of the media. We systematically evaluated several methods for quantifying total and viable yeast cell concentrations to validate their use in lignocellulosic media. Several automated cell counting systems and stain-based viability tests had very limited applicability in such samples. In contrast, manual cell enumeration in a hemocytometer, plating and enumeration of colony forming units, qPCR, and in situ dielectric spectroscopy were further investigated. Parameter optimization to measurements in synthetic lignocellulosic media, which mimicked typical lignocellulosic fermentation conditions, resulted in statistically significant calibration models with good predictive capacity for these four methods. Manual enumeration of cells in a hemocytometer and of CFU were further validated for quantitative assessment of cell numbers in simultaneous saccharification and fermentation experiments on steam-exploded wheat straw. Furthermore, quantitative correlations could be established between these variables and in situ permittivity. In contrast, qPCR quantification suffered from inconsistent DNA extraction from the lignocellulosic slurries. Development of reliable and validated cell quantification methods and understanding their strengths and limitations in lignocellulosic contexts, will enable further development, optimization, and control of lignocellulose-based fermentation processes. Nature Publishing Group UK 2021-05-28 /pmc/articles/PMC8163860/ /pubmed/34050249 http://dx.doi.org/10.1038/s41598-021-90703-8 Text en © The Author(s) 2021 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 Article
Wang, Ruifei
Lorantfy, Bettina
Fusco, Salvatore
Olsson, Lisbeth
Franzén, Carl Johan
Analysis of methods for quantifying yeast cell concentration in complex lignocellulosic fermentation processes
title Analysis of methods for quantifying yeast cell concentration in complex lignocellulosic fermentation processes
title_full Analysis of methods for quantifying yeast cell concentration in complex lignocellulosic fermentation processes
title_fullStr Analysis of methods for quantifying yeast cell concentration in complex lignocellulosic fermentation processes
title_full_unstemmed Analysis of methods for quantifying yeast cell concentration in complex lignocellulosic fermentation processes
title_short Analysis of methods for quantifying yeast cell concentration in complex lignocellulosic fermentation processes
title_sort analysis of methods for quantifying yeast cell concentration in complex lignocellulosic fermentation processes
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8163860/
https://www.ncbi.nlm.nih.gov/pubmed/34050249
http://dx.doi.org/10.1038/s41598-021-90703-8
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