Ogundero Ayo, Connelly Stephanie, Sloan William T
Infrastructure and Environment, School of Engineering, University of Glasgow, UK.
Environ Microbiol Rep. 2025 Aug;17(4):e70141. doi: 10.1111/1758-2229.70141.
The application of Bdellovibrio predatory bacteria as an antibiotic alternative is hindered by the lack of experimentally validated models. To address this, we use flow cytometry as a high-throughput method to accurately quantify Bdellovibrio bacterivorous and Pseudomonas sp. prey growth in batch culture, enabling the determination of key growth parameters. We then develop Lotka-Volterra based predator-prey mathematical models with Holling type II and Holling type III dynamics, incorporating glucose as the prey substrate. We conduct experiments in batch and chemostat cultures to evaluate the ability of the model to predict B. bacterivorous predation. In batch systems, B. bacteriovorus dynamics can be captured by the Holling type III numerical response (distance correlation = 0.999), which supports the hypothesis of premature prey lysis at high predator-prey ratios. Using chemostat simulations, we identify parameter regimes leading to predator washout, stable coexistence, or predator-prey oscillations. We evaluate this by inducing an experimental realisation of sustained predator-prey oscillations in a chemostat. This is a key phenomenon necessary for self-sustaining biocontrol. Our findings provide a quantitative foundation for optimising B. bacteriovorus applications as a biocontrol agent across diverse fields, including clinical therapy, agriculture, and water treatment.
缺乏经过实验验证的模型阻碍了蛭弧菌属捕食细菌作为抗生素替代品的应用。为了解决这个问题,我们使用流式细胞术作为一种高通量方法,来准确量化分批培养中蛭弧菌属噬菌细菌和假单胞菌属猎物的生长情况,从而能够确定关键的生长参数。然后,我们开发了基于Lotka-Volterra的捕食者-猎物数学模型,该模型具有Holling II型和Holling III型动力学,并将葡萄糖作为猎物底物。我们在分批培养和恒化器培养中进行实验,以评估该模型预测噬菌蛭弧菌捕食的能力。在分批系统中,Holling III型数值响应能够捕捉到噬菌蛭弧菌的动态变化(距离相关性 = 0.999),这支持了在高捕食者-猎物比例下猎物过早裂解的假设。通过恒化器模拟,我们确定了导致捕食者被冲走、稳定共存或捕食者-猎物振荡的参数范围。我们通过在恒化器中诱导捕食者-猎物持续振荡的实验实现来评估这一点。这是自我维持生物控制所必需的关键现象。我们的研究结果为优化噬菌蛭弧菌在包括临床治疗、农业和水处理在内的不同领域作为生物控制剂的应用提供了定量基础。