Abstract

Cell mass and viability are tightly linked to the productivity of fermentation processes. In 2nd 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.

Highlights

  • Cell mass and viability are tightly linked to the productivity of fermentation processes

  • We developed multiple linear regression (MLR) models to determine the dependence of the measured cell concentrations on the mimicked process conditions using each of the analysis methods

  • We tested several promising automated systems developed for yeast enumeration in clear media (Nexcelom Cellometer X2, ThermoFisher Countess II and Bio-Rad TC20), and found that their applicability was very limited for lignocellulose-based samples

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Summary

Introduction

Cell mass and viability are tightly linked to the productivity of fermentation processes. We systematically evaluated several methods for quantifying total and viable yeast cell concentrations to validate their use in lignocellulosic media. To be applicable in lignocellulosic media, the analytical method must be precise, accurate and specific, i.e. insensitive to process variables other than the cell concentration. Cell counting in a hemocytometer and onplate colony forming units (CFU) assay are likely to be affected by the presence of particles. They are intrinsically error-prone ­methods[4], but have not yet been systematically evaluated in lignocellulosic media. The use of qPCR and dielectric spectroscopy has not yet been assessed for cell mass quantification in lignocellulosic media

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