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A mathematical model for toxin accumulation by killer yeasts based on the yeast population growth

机译:基于酵母菌种群增长的杀手酵母毒素积累的数学模型

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The accumulation of toxin by killer yeast populations is modelled starting from a mechanistic approach that explains the toxin production in terms of yeast population growth, and takes into account the environmental inactivation of the toxin. A modified Richard's general equation for limited growth is used to define the function that describes the toxin produced in relation to the yeast biomass increase. The relationship between the rates of cell and toxin production is explicitly shown, and the implications of the resulting proportionality factor are discussed. The model parameters have been adjusted and the model has been validated using experimental data of growth and toxin accumulation from cultures of Pichia membranaefaciens in two different media. The differences between both types of cultures are analysed on the basis of parameter estimates and the predicted rate of toxin production per cell. The results support the hypothesis that biomass production and toxin synthesis are controlled in different ways; they also suggest that the composition of the medium could have a distinct effect on toxin synthesis. Model assumpitons are discussed in comparison with a previous model for killer-sensitive interaction of Saccharomyces cerevisiae strains.
机译:杀手酵母菌种群的毒素积累是从一种机械方法开始建模的,该方法从酵母菌种群的生长角度解释了毒素的产生,并考虑了毒素的环境灭活。修改后的有限生长的理查德(Richard)通用方程式用于定义函数,该函数描述了与酵母生物量增加相关的毒素产生。明确显示了细胞速率与毒素产生之间的关系,并讨论了所得比例因子的含义。调整了模型参数,并使用来自两种不同培养基中的膜毕赤酵母培养物的生长和毒素积累的实验数据对模型参数进行了验证。根据参数估计值和每个细胞产生毒素的预测速率来分析两种培养物之间的差异。结果支持以下假设:生物量生产和毒素合成以不同的方式控制。他们还暗示培养基的组成可能对毒素的合成有明显的影响。与用于酿酒酵母菌株的杀手敏感性相互作用的先前模型比较,讨论了模型假设。

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