Department of Chemical and Petroleum Engineering, Schulich School of Engineering, University of Calgary, Calgary, Alberta, Canada.
Microb Biotechnol. 2013 Jan;6(1):53-66. doi: 10.1111/1751-7915.12002. Epub 2012 Nov 20.
Biofilm growth in subsurface porous media, and its treatment with biocides (antimicrobial agents), involves a complex interaction of biogeochemical processes which provide non-trivial mathematical modelling challenges. Although there are literature reports of mathematical models to evaluate biofilm tolerance to biocides, none of these models have investigated biocide treatment of biofilms growing in interconnected porous media with flow. In this paper, we present a numerical investigation using a pore network model of biofilm growth, formation damage and biocide treatment. The model includes three phases (aqueous, adsorbed biofilm, and solid matrix), a single growth-limiting nutrient and a single biocide dissolved in the water. Biofilm is assumed to contain a single species of microbe, in which each cell can be a viable persister, a viable non-persister, or non-viable (dead). Persisters describe small subpopulation of cells which are tolerant to biocide treatment. Biofilm tolerance to biocide treatment is regulated by persister cells and includes 'innate' and 'biocide-induced' factors. Simulations demonstrate that biofilm tolerance to biocides can increase with biofilm maturity, and that biocide treatment alone does not reverse biofilm-induced formation damage. Also, a successful application of biological permeability conformance treatment involving geologic layers with flow communication is more complicated than simply engineering the attachment of biofilm-forming cells at desired sites.
生物膜在地下多孔介质中的生长及其与杀菌剂(抗菌剂)的处理涉及生物地球化学过程的复杂相互作用,这给数学建模带来了不小的挑战。虽然有文献报道了用于评估生物膜对杀菌剂耐受性的数学模型,但这些模型都没有研究过在具有流动的相互连通的多孔介质中生长的生物膜的杀菌剂处理。在本文中,我们使用孔隙网络模型对生物膜生长、形成损害和杀菌剂处理进行了数值研究。该模型包括三个相(水相、吸附生物膜和固体基质)、一种单一的生长限制营养物质和一种溶解在水中的单一杀菌剂。假设生物膜包含一种微生物,其中每个细胞可以是有活力的持久菌、有活力的非持久菌或无活力的(死亡)。持久菌描述了对杀菌剂处理有耐受性的小亚群细胞。生物膜对杀菌剂处理的耐受性受持久菌细胞的调节,包括“固有”和“杀菌剂诱导”因素。模拟表明,生物膜对杀菌剂的耐受性会随着生物膜的成熟而增加,并且单独使用杀菌剂处理并不能逆转生物膜引起的形成损害。此外,涉及具有流动连通性的地质层的生物渗透率一致性处理的成功应用比仅仅在期望的位置上工程附着生物膜形成细胞要复杂得多。