Division of Industrial Biotechnology, Department of Biology and Biological Engineering, Chalmers University of Technology, Gothenburg, Sweden.
Nouryon, Hamnvägen 2, 444 85, Stenungsund, Sweden.
Sci Rep. 2021 May 28;11(1):11293. doi: 10.1038/s41598-021-90703-8.
Cell mass and viability are tightly linked to the productivity of fermentation processes. In 2 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.
细胞数量和活力与发酵过程的生产力密切相关。在第 2 代基于木质纤维素的培养基中,由于颗粒、自发荧光以及培养基的固有颜色和浊度,定量测量细胞浓度具有挑战性。我们系统地评估了几种定量测定总酵母细胞和活细胞浓度的方法,以验证其在木质纤维素培养基中的适用性。几种自动化细胞计数系统和基于染色的活力测试在这类样品中的适用性非常有限。相比之下,血细胞计数器中的手动细胞计数、平板计数和形成菌落的单位计数、qPCR 和原位介电光谱进一步得到了研究。针对模拟典型木质纤维素发酵条件的合成木质纤维素培养基进行了参数优化,这四种方法都得到了具有良好预测能力的统计学上显著的校准模型。在蒸汽爆破小麦秸秆的同步糖化和发酵实验中,进一步验证了血细胞计数器和 CFU 手动计数对细胞数量的定量评估的有效性。此外,还可以在这些变量与原位介电常数之间建立定量相关性。相比之下,qPCR 定量受到木质纤维素悬浮液中 DNA 提取不一致的影响。开发可靠且经过验证的细胞定量方法,并了解它们在木质纤维素背景下的优势和局限性,将能够进一步开发、优化和控制基于木质纤维素的发酵过程。