Division of Environmental Engineering, Faculty of Engineering, Hokkaido University, North 13, West 8, Kita-ku, Sapporo, Hokkaido 060-8628, Japan.
Department of Computer Science, Graduate School of Engineering, Gunma University, Tenjinmachi 1-5-1, Kiryu, Gunma 376-8515, Japan.
Water Res. 2017 Nov 15;125:438-448. doi: 10.1016/j.watres.2017.08.057. Epub 2017 Aug 26.
Multiple-barriers are widely employed for managing microbial risks in water reuse, in which different types of wastewater treatment units (biological treatment, disinfection, etc.) and health protection measures (use of personal protective gear, vegetable washing, etc.) are combined to achieve a performance target value of log reduction (LR) of viruses. The LR virus target value needs to be calculated based on the data obtained from monitoring the viruses of concern and the water reuse scheme in the context of the countries/regions where water reuse is implemented. In this study, we calculated the virus LR target values under two exposure scenarios for reclaimed wastewater irrigation in Japan, using the concentrations of indigenous viruses in untreated wastewater and a defined tolerable annual disease burden (10 or 10 disability-adjusted life years per person per year (DALY)). Three genogroups of norovirus (norovirus genogroup I (NoV GI), geogroup II (NoV GII), and genogroup IV (NoV GIV)) in untreated wastewater were quantified as model viruses using reverse transcription-microfluidic quantitative PCR, and only NoV GII was present in quantifiable concentration. The probabilistic distribution of NoV GII concentration in untreated wastewater was then estimated from its concentration dataset, and used to calculate the LR target values of NoV GII for wastewater treatment. When an accidental ingestion of reclaimed wastewater by Japanese farmers was assumed, the NoV GII LR target values corresponding to the tolerable annual disease burden of 10 DALY were 3.2, 4.4, and 5.7 at 95, 99, and 99.9%tile, respectively. These percentile values, defined as "reliability," represent the cumulative probability of NoV GII concentration distribution in untreated wastewater below the corresponding tolerable annual disease burden after wastewater reclamation. An approximate 1-log difference of LR target values was observed between 10 and 10 DALY. The LR target values were influenced mostly by the change in the logarithmic standard deviation (SD) values of NoV GII concentration in untreated wastewater and the reliability values, which highlights the importance of accurately determining the probabilistic distribution of reference virus concentrations in source water for water reuse.
多重屏障广泛应用于管理水再利用中的微生物风险,其中不同类型的废水处理单元(生物处理、消毒等)和健康保护措施(使用个人防护设备、蔬菜清洗等)相结合,以实现病毒对数减少(LR)的性能目标值。LR 病毒目标值需要根据在实施水再利用的国家/地区监测到的相关病毒和水再利用方案的数据来计算。在这项研究中,我们根据日本再生水灌溉的两种暴露情景,使用未经处理废水中的本土病毒浓度和定义的可耐受年度疾病负担(每人每年 10 或 10 个残疾调整生命年(DALY)),计算了病毒 LR 目标值。使用逆转录-微流控定量 PCR 作为模型病毒对未经处理废水中的三种诺如病毒基因群(诺如病毒基因群 I(NoV GI)、地理群 II(NoV GII)和基因群 IV(NoV GIV))进行了定量,只有 NoV GII 以可量化的浓度存在。然后,从未经处理废水中 NoV GII 浓度的数据集估计了其浓度的概率分布,并用于计算废水处理中 NoV GII 的 LR 目标值。当假设日本农民意外摄入再生水时,与可耐受年度疾病负担 10 DALY 相对应的 NoV GII LR 目标值分别为 95、99 和 99.9%位数的 3.2、4.4 和 5.7。这些百分位数,定义为“可靠性”,代表了再回收废水后未经处理废水中 NoV GII 浓度分布低于相应可耐受年度疾病负担的累积概率。在 10 和 10 DALY 之间观察到 LR 目标值约有 1 个对数差异。LR 目标值主要受未经处理废水中 NoV GII 浓度的对数标准差(SD)值和可靠性值变化的影响,这突出了准确确定水再利用源水中参考病毒浓度的概率分布的重要性。