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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...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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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. |
format | Online Article Text |
id | pubmed-8163860 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
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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