Steinhoff Heiko, Finger Maurice, Osthege Michael, Golze Corinna, Schito Simone, Noack Stephan, Büchs Jochen, Grünberger Alexander
Multiscale Bioengineering, Bielefeld University, Bielefeld, Germany.
Center for Biotechnology (CeBiTec), Bielefeld, Germany.
Biotechnol Bioeng. 2023 May;120(5):1288-1302. doi: 10.1002/bit.28345. Epub 2023 Mar 1.
Knowledge about the specific affinity of whole cells toward a substrate, commonly referred to as k , is a crucial parameter for characterizing growth within bioreactors. State-of-the-art methodologies measure either uptake or consumption rates at different initial substrate concentrations. Alternatively, cell dry weight or respiratory data like online oxygen and carbon dioxide transfer rates can be used to estimate k . In this work, a recently developed substrate-limited microfluidic single-cell cultivation (sl-MSCC) method is applied for the estimation of k values under defined environmental conditions. This method is benchmarked with two alternative microtiter plate methods, namely high-frequency biomass measurement (HFB) and substrate-limited respiratory activity monitoring (sl-RA). As a model system, the substrate affinity k of Corynebacterium glutamicum ATCC 13032 regarding glucose was investigated assuming a Monod-type growth response. A k of <70.7 mg/L (with 95% probability) with HFB, 8.55 ± 1.38 mg/L with sl-RA, and 2.66 ± 0.99 mg/L with sl-MSCC was obtained. Whereas HFB and sl-RA are suitable for a fast initial k estimation, sl-MSCC allows an affinity estimation by determining t at concentrations less or equal to the k value. Thus, sl-MSCC lays the foundation for strain-specific k estimations under defined environmental conditions with additional insights into cell-to-cell heterogeneity.
关于全细胞对底物的特异性亲和力(通常称为k)的知识,是表征生物反应器内生长情况的关键参数。目前的先进方法是测量不同初始底物浓度下的摄取或消耗速率。或者,细胞干重或呼吸数据(如在线氧气和二氧化碳转移速率)可用于估计k。在这项工作中,一种最近开发的底物限制微流控单细胞培养(sl-MSCC)方法被用于在特定环境条件下估计k值。该方法与另外两种微孔板方法进行了基准测试,即高频生物量测量(HFB)和底物限制呼吸活性监测(sl-RA)。作为一个模型系统,假设是莫诺德型生长响应,研究了谷氨酸棒杆菌ATCC 13032对葡萄糖的底物亲和力k。通过HFB得到的k值<70.7mg/L(95%概率),通过sl-RA得到的k值为8.55±1.38mg/L,通过sl-MSCC得到的k值为2.66±0.99mg/L。虽然HFB和sl-RA适用于快速初步估计k,但sl-MSCC可以通过在浓度小于或等于k值时确定t来估计亲和力。因此,sl-MSCC为在特定环境条件下进行菌株特异性k估计奠定了基础,并能进一步深入了解细胞间的异质性。