CSIRO Environment, Ecosciences Precinct, 41 Boggo Road, Dutton Park, QLD 4102, Australia.
Soller Environmental, LLC, 3022 King St, Berkeley, CA 94703, USA.
Sci Total Environ. 2024 Jun 15;929:172448. doi: 10.1016/j.scitotenv.2024.172448. Epub 2024 Apr 16.
This study establishes site-specific risk-based threshold (RBT) concentrations for sewage-associated markers, including Bacteroides HF183 (HF183), Lachnospiraceae Lachno3 (Lachno3), cross-assembly phage (CrAssphage), and pepper mild mottle virus (PMMoV), utilizing quantitative microbial risk assessment (QMRA) for recreational estuarine waters (EW). The QMRA model calculates a RBT concentration corresponding to a selected target illness risk for ingestion of EW contaminated with untreated sewage. RBT concentrations were estimated considering site-specific decay rates and concentrations of markers and reference pathogen (human norovirus; HNoV), aiding in the identification of high-risk days during the swimming season. Results indicated varying RBT concentrations for fresh (Day 0) and aged (Days 1 to 10) sewage contamination scenarios over 10 days. HF183 exhibited the highest RBT concentration (26,600 gene copis (GC)/100 mL) initially but decreased rapidly with aging (2570 to 3120 GC/100 mL on Day 10) depending on the decay rates, while Lachno3 and CrAssphage remained relatively stable. PMMoV, despite lower initial RBT (3920 GC/100 mL), exhibited increased RBT (4700 to 6440 GC/100 mL) with aging due to its slower decay rate compared to HNoV. Sensitivity analysis revealed HNoV concentrations as the most influential parameter. Comparison of marker concentrations in estuarine locations with RBT concentrations showed instances of marker exceedance, suggesting days of potential higher risks. The observed discrepancies between bacterial and viral marker concentrations in EW highlight the need for optimized sample concentration method and simultaneous measurement of multiple markers for enhanced risk predictions. Future research will explore the utility of multiple markers in risk management. Overall, this study contributes to better understanding human health risks in recreational waters, aiding regulators, and water quality managers in effective decision-making for risk prioritization and mitigation strategies.
本研究利用定量微生物风险评估(QMRA)对娱乐性河口水域(EW),建立了基于特定地点的污水相关标志物(包括双歧杆菌 HF183(HF183)、lachnospiraceae Lachno3(Lachno3)、交叉组装噬菌体(CrAssphage)和辣椒轻斑驳病毒(PMMoV))的风险基准(RBT)浓度。QMRA 模型计算出与摄入未经处理污水污染的 EW 相关的选定目标疾病风险相对应的 RBT 浓度。考虑到特定地点的标志物和参考病原体(人类诺如病毒;HNoV)的衰减率和浓度,估算了 RBT 浓度,有助于在游泳季节确定高风险日。结果表明,在 10 天内,新鲜(第 0 天)和老化(第 1 至 10 天)污水污染情景下,RBT 浓度不同。HF183 最初表现出最高的 RBT 浓度(26600 基因拷贝(GC)/100 毫升),但随着老化(第 10 天为 2570 至 3120 GC/100 毫升)迅速下降,这取决于衰减率,而 Lachno3 和 CrAssphage 则相对稳定。尽管 PMMoV 的初始 RBT 较低(3920 GC/100 毫升),但由于其衰减率比 HNoV 慢,因此随着老化,其 RBT 增加(4700 至 6440 GC/100 毫升)。敏感性分析表明,HNoV 浓度是最具影响力的参数。河口位置标志物浓度与 RBT 浓度的比较显示,标志物浓度有超标情况,表明存在潜在更高风险的日子。在 EW 中观察到细菌和病毒标志物浓度之间的差异突出表明,需要优化样品浓缩方法,并同时测量多个标志物,以提高风险预测能力。未来的研究将探讨多个标志物在风险管理中的应用。总的来说,本研究有助于更好地了解娱乐性水域的人体健康风险,为监管机构和水质管理人员提供决策支持,以进行风险优先排序和缓解策略。