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Modeling of Pathogen Survival during Simulated Gastric Digestion

机译:模拟胃消化过程中病原体存活的模型

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The objective of the present study was to develop a mathematical model of pathogenic bacterial inactivation kinetics in a gastric environment in order to further understand a part of the infectious dose-response mechanism. The major bacterial pathogens Listeria monocytogenes , Escherichia coli O157:H7, and Salmonella spp. were examined by using simulated gastric fluid adjusted to various pH values. To correspond to the various pHs in a stomach during digestion, a modified logistic differential equation model and the Weibull differential equation model were examined. The specific inactivation rate for each pathogen was successfully described by a square-root model as a function of pH. The square-root models were combined with the modified logistic differential equation to obtain a complete inactivation curve. Both the modified logistic and Weibull models provided a highly accurate fitting of the static pH conditions for every pathogen. However, while the residuals plots of the modified logistic model indicated no systematic bias and/or regional prediction problems, the residuals plots of the Weibull model showed a systematic bias. The modified logistic model appropriately predicted the pathogen behavior in the simulated gastric digestion process with actual food, including cut lettuce, minced tuna, hamburger, and scrambled egg. Although the developed model enabled us to predict pathogen inactivation during gastric digestion, its results also suggested that the ingested bacteria in the stomach would barely be inactivated in the real digestion process. The results of this study will provide important information on a part of the dose-response mechanism of bacterial pathogens.
机译:本研究的目的是建立胃环境中致病细菌失活动力学的数学模型,以进一步了解部分感染剂量反应机制。主要细菌病原体为单核细胞增生李斯特菌,大肠杆菌O157:H7和沙门氏菌。通过使用模拟胃液调节至各种pH值进行检查。为了对应于消化期间胃中的各种pH,检查了改进的逻辑微分方程模型和威布尔微分方程模型。通过平方根模型成功描述了每种病原体的特定失活率与pH的关系。将平方根模型与修正的逻辑微分方程组合,以获得完整的灭活曲线。修改后的逻辑模型和Weibull模型都为每种病原体提供了静态pH条件的高精度拟合。但是,虽然修改后的逻辑模型的残差图没有显示系统性偏差和/或区域预测问题,但Weibull模型的残差图却显示出系统性偏差。修改后的逻辑模型在模拟的胃消化过程中,以切成薄片的生菜,切碎的金枪鱼,汉堡包和炒鸡蛋等实际食物适当预测了病原体的行为。尽管开发的模型使我们能够预测胃消化过程中的病原体失活,但其结果还表明,在真正的消化过程中,胃中摄入的细菌几乎不会失活。这项研究的结果将为细菌病原体的剂量反应机制的一部分提供重要信息。

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