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The Monod Model Is Insufficient To Explain Biomass Growth in Nitrogen-Limited Yeast Fermentation

机译:Monod模型不足以解释氮限制酵母发酵中的生物量生长

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The yeast Saccharomyces cerevisiae is an essential microorganism in food biotechnology, particularly in wine- and beermaking. During wine fermentation, yeasts transform sugars present in grape juice into ethanol and carbon dioxide. The process occurs under batch conditions and is, for the most part, an anaerobic process. Previous studies linked nitrogen-limited conditions with problematic fermentations, with negative consequences for the performance of the process and the quality of the final product. It is therefore of the highest interest to anticipate such problems through mathematical models. Here, we propose a model to explain fermentations under nitrogen-limited anaerobic conditions. We separated biomass formation into two phases: growth and carbohydrate accumulation. Growth was modeled using the well-known Monod equation, while carbohydrate accumulation was modeled by an empirical function analogous to a proportional controller activated by the limitation of available nitrogen. We also proposed to formulate the fermentation rate as a function of the total protein content when relevant data are available. The final model was used to successfully explain experiments taken from the literature, performed under normal and nitrogen-limited conditions. Our results revealed that the Monod model is insufficient to explain biomass formation kinetics in nitrogen-limited fermentations of S. cerevisiae. The goodness of fit of the model proposed here is superior to that of previously published models, offering the means to predict and, thus, control fermentations. IMPORTANCE Problematic fermentations still occur in the industrial winemaking practice. Problems include low rates of fermentation, which have been linked to insufficient levels of assimilable nitrogen. Data and relevant models can help anticipate poor fermentation performance. In this work, we propose a model to predict biomass growth and fermentation rates under nitrogen-limited conditions and tested its perfor
机译:酵母酿酒酵母是食品生物技术中必不可少的微生物,特别是在葡萄酒和啤酒酿造中。在葡萄酒发酵过程中,酵母将葡萄汁中的糖转化为乙醇和二氧化碳。该过程在批次条件下进行,并且在大多数情况下是厌氧过程。以前的研究将氮限制条件与有问题的发酵联系起来,对工艺性能和最终产品的质量产生负面影响。因此,通过数学模型预测这些问题是最重要的。在这里,我们提出了一个模型来解释氮限制厌氧条件下的发酵。我们将生物量的形成分为两个阶段:生长和碳水化合物积累。生长是使用著名的 Monod 方程建模的,而碳水化合物积累是用经验函数建模的,该函数类似于由可用氮限制激活的比例控制器。我们还建议在获得相关数据时将发酵速率表述为总蛋白质含量的函数。最终模型用于成功解释在正常和氮限制条件下进行的文献实验。结果表明,Monod模型不足以解释酿酒酵母限氮发酵过程中的生物量形成动力学。这里提出的模型的拟合优度优于以前发表的模型,提供了预测和控制发酵的方法。重要性 在工业酿酒实践中仍然存在有问题的发酵。问题包括发酵率低,这与可吸收氮水平不足有关。数据和相关模型可以帮助预测发酵性能不佳的情况。在这项工作中,我们提出了一个模型来预测氮限制条件下的生物量生长和发酵速率,并测试了其性能

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