Department of Earth Sciences, Utrecht University, Utrecht, The Netherlands; Department of Statistics, Informatics and Modelling, National Institute of Public Health and the Environment (RIVM), Bilthoven, The Netherlands.
Department of Environmental Health Engineering, Zanjan University of Medical Sciences, Zanjan, Iran.
Water Res. 2016 Oct 15;103:66-73. doi: 10.1016/j.watres.2016.07.010. Epub 2016 Jul 13.
The two most significant processes controlling virus mobility in the subsurface environment are virus attachment and inactivation. In particular, models that predict subsurface virus transport are highly sensitive to inactivation. Virus inactivation is known to depend on temperature as well as hydrochemical conditions. The aim of the current work was to study the effects of temperature and hydrochemical conditions on the inactivation of bacteriophage PRD1 as a model virus, and to develop a quantitative relation for these effects. Series of batch experiments under controlled temperature were conducted, for a range of conditions: 9.5 °C and 12 °C, pH4 - pH8, sodium concentrations of 1, 10 and 20 mM, and calcium concentrations of 0.5, 1.5, and 3 mM. By multivariate regression analysis, a joint log-square model was developed that describes the inactivation rate of PRD1 as a function of these hydrochemical conditions. This model approximates two rate and Weibull models and accounts for the observed non-linear inactivation at increased pH and salt concentrations. Model predictions are within ±0.4 log10 (0.4-2.5 times) virus concentration reduction. The nature of the log-square model does not allow extrapolation of virus inactivation beyond the experimental conditions. Inactivation rate of PRD1 was found to increase with increasing temperature and increasing sodium and calcium concentrations, and to be lowest between pH 6.5 and pH 7.5. Within the studied conditions, the developed log-square model may be applied at field scale for predicting inactivation during subsurface transport of viruses.
控制病毒在地下环境中移动的两个最重要的过程是病毒附着和失活。特别是,预测地下病毒迁移的模型对失活非常敏感。已知病毒失活取决于温度和水化学条件。目前这项工作的目的是研究温度和水化学条件对噬菌体 PRD1 作为模型病毒失活的影响,并建立这些影响的定量关系。在受控温度下进行了一系列分批实验,实验条件范围为:9.5°C 和 12°C,pH4-pH8,钠离子浓度为 1、10 和 20 mM,钙离子浓度为 0.5、1.5 和 3 mM。通过多元回归分析,开发了一个联合对数平方模型,该模型描述了 PRD1 的失活率是这些水化学条件的函数。该模型近似于两个速率和威布尔模型,并解释了在增加 pH 和盐浓度时观察到的非线性失活。模型预测值在病毒浓度减少 0.4-2.5 倍的范围内。对数平方模型的性质不允许将病毒失活外推到实验条件之外。发现 PRD1 的失活率随温度升高、钠离子和钙离子浓度升高而增加,在 pH 6.5 到 pH 7.5 之间最低。在所研究的条件下,开发的对数平方模型可应用于现场尺度,用于预测病毒在地下运移过程中的失活。