Department of Mathematics, 208 Love Building, 1017 Academic Way, Florida State University, Tallahassee, FL 32306, USA.
Math Biosci. 2019 Jul;313:12-32. doi: 10.1016/j.mbs.2019.04.007. Epub 2019 Apr 30.
Several difficult to treat illnesses like tuberculosis, chronic pneumonia, and inner ear infections are caused by tolerant bacteria enmeshed in a biofilm. Bacterial tolerance can be genotypic (resistance-i.e. MRSA), phenotypic (non-heritable) or environmental (e.g. nutrient gradients). Persister formation is a phenotypic expression and this phenotype is highly tolerant of disinfection. Constant dosing is typically ineffective and to generate an effective treatment protocol, we need to understand the dynamics of persister cells. In this study, we investigate how manipulating the application of antibiotics and addition of nutrients enhances the disinfection of a bacterial population in batch culture. Eliminating persister bacteria is considered as a challenge for the food industry or wastewater treatment, since the failure may result in food contamination and disease transmission. Previous studies focused on the antimicrobial agent as a control variable to eliminate the bacterial population. In addition to antibiotic, we consider the significance of the nutrient in eradicating the susceptible and persister cells since the disinfection of susceptible population depends on the nutrient intake. We present a mathematical model that captures the dynamics between susceptible and persister bacteria with antibiotic and nutrient control variables. We investigate the optimal dose-withdrawal of antibiotic timing in several cases including constant nutrient in time, dynamic nutrient in time and piecewise constant nutrient in time.
几种难以治疗的疾病,如肺结核、慢性肺炎和内耳感染,都是由包裹在生物膜中的耐受细菌引起的。细菌的耐受性可以是基因型的(例如耐甲氧西林金黄色葡萄球菌,MRSA),表型的(非遗传性的)或环境的(例如营养梯度)。持留菌的形成是一种表型表达,这种表型对消毒非常耐受。持续给药通常是无效的,为了制定有效的治疗方案,我们需要了解持留菌细胞的动力学。在这项研究中,我们研究了在批式培养中操纵抗生素的应用和添加营养物质如何增强细菌群体的消毒效果。消灭持留菌被认为是食品工业或废水处理的一个挑战,因为失败可能导致食物污染和疾病传播。以前的研究集中在抗菌剂作为控制变量来消除细菌群体。除了抗生素,我们还考虑了营养物质在消灭敏感菌和持留菌方面的重要性,因为敏感菌群体的消毒取决于营养物质的摄入。我们提出了一个数学模型,该模型捕捉了具有抗生素和营养控制变量的敏感菌和持留菌之间的动力学。我们研究了在几种情况下,包括恒定时间的营养物质、动态时间的营养物质和分段恒定时间的营养物质,抗生素的最佳剂量-撤药时间。