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Development of a Competition Model for Microbial Growth in Mixed Culture

机译:混合培养中微生物生长竞争模型的建立

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A novel competition model for describing bacterial growth in mixed culture was developed in this study. Several model candidates were made with our logistic growth model that precisely describes the growth of a monoculture of bacteria. These candidates were then evaluated for the usefulness in describing growth of two competing species in mixed culture using Staphylococcus aureus, Escherichia coli, and Salmonella. Bacterial cells of two species grew at initial doses of 10(3), 10(4), and 10(5) CFU/g at 28 degrees C. Among the candidates, a model where the Lotka-Volterra model, a general competition model in ecology, was incorporated as a new term in our growth model was the best for describing all types of growth of two competitors in mixed culture. Moreover, the values for the competition coefficient in the model were stable at various combinations of the initial populations of the species. The Baranyi model could also successfully describe the above types of growth in mixed culture when it was coupled with the Gimenez and Dalgaard model. However, the values for the competition coefficients in the competition model varied with the conditions. The present study suggested that our model could be a basic model for describing microbial competition
机译:在这项研究中开发了一种新型的竞争模型来描述混合培养中细菌的生长。我们的逻辑生长模型可以精确描述细菌单培养的生长情况,从而产生了几种候选模型。然后评估这些候选物在描述使用金黄色葡萄球菌,大肠杆菌和沙门氏菌在混合培养中两个竞争物种生长的有用性。两种细菌细胞在28摄氏度时以10(3),10(4)和10(5)CFU / g的初始剂量生长。在候选模型中,模型是Lotka-Volterra模型(一般竞争模型)在生态学中,作为一个新术语并入我们的增长模型,是描述混合文化中两个竞争者的所有增长类型的最佳方式。此外,模型中竞争系数的值在物种初始种群的各种组合下均保持稳定。当与Gimenez和Dalgaard模型结合使用时,Baranyi模型也可以成功地描述混合文化中的上述增长类型。但是,竞争模型中竞争系数的值随条件而变化。本研究表明,我们的模型可以作为描述微生物竞争的基本模型。

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