Hitit University, Faculty of Arts and Sciences, Department Of Mathematics, 19040, Çorum, Turkey.
University of Leicester, University Rd, Leicester, LE1 7RH, UK.
Sci Rep. 2021 Feb 23;11(1):4382. doi: 10.1038/s41598-021-83773-1.
We apply mathematical modelling to explore bacteria-phage interaction mediated by condition-dependent lysogeny, where the type of the phage infection cycle (lytic or lysogenic) is determined by the ambient temperature. In a natural environment, daily and seasonal variations of the temperature cause a frequent switch between the two infection scenarios, making the bacteria-phage interaction with condition-dependent lysogeny highly complex. As a case study, we explore the natural control of the pathogenic bacteria Burkholderia pseudomallei by its dominant phage. B. pseudomallei is the causative agent of melioidosis, which is among the most fatal diseases in Southeast Asia and across the world. We assess the spatial aspect of B. pseudomallei-phage interactions in soil, which has been so far overlooked in the literature, using the reaction-diffusion PDE-based framework with external forcing through daily and seasonal parameter variation. Through extensive computer simulations for realistic biological parameters, we obtain results suggesting that phages may regulate B. pseudomallei numbers across seasons in endemic areas, and that the abundance of highly pathogenic phage-free bacteria shows a clear annual cycle. The model predicts particularly dangerous soil layers characterised by high pathogen densities. Our findings can potentially help refine melioidosis prevention and monitoring practices.
我们应用数学模型来探索由条件依赖性溶原介导的细菌-噬菌体相互作用,其中噬菌体感染周期的类型(裂解或溶源)由环境温度决定。在自然环境中,温度的日变化和季节变化导致两种感染情况频繁切换,使得具有条件依赖性溶原的细菌-噬菌体相互作用非常复杂。作为一个案例研究,我们探索了致病性细菌伯克霍尔德菌被其主要噬菌体自然控制的情况。伯克霍尔德菌是类鼻疽的病原体,类鼻疽是东南亚和世界各地最致命的疾病之一。我们使用基于反应-扩散 PDE 的框架,并通过每日和季节性参数变化进行外部强制,评估了土壤中 B. pseudomallei-噬菌体相互作用的空间方面,这在文献中迄今为止一直被忽视。通过对现实生物参数进行广泛的计算机模拟,我们得到的结果表明,噬菌体可能会在流行地区的季节间调节 B. pseudomallei 的数量,并且缺乏高致病性噬菌体的细菌丰度显示出明显的年度周期。该模型预测了具有高病原体密度的特别危险的土壤层。我们的研究结果可能有助于完善类鼻疽的预防和监测措施。