Soller Environmental, LLC, 3022 King St., Berkeley, CA 94703, USA.
Soller Environmental, LLC, 3022 King St., Berkeley, CA 94703, USA.
Water Res. 2017 Sep 15;121:280-289. doi: 10.1016/j.watres.2017.05.017. Epub 2017 May 13.
We modeled the risk of gastrointestinal (GI) illness associated with recreational exposures to marine water following storm events in San Diego County, California. We estimated GI illness risks via quantitative microbial risk assessment (QMRA) techniques by consolidating site specific pathogen monitoring data of stormwater, site specific dilution estimates, literature-based water ingestion data, and literature based pathogen dose-response and morbidity information. Our water quality results indicated that human sources of contamination contribute viral and bacterial pathogens to streams draining an urban watershed during wet weather that then enter the ocean and affect nearshore water quality. We evaluated a series of approaches to account for uncertainty in the norovirus dose-response model selection and compared our model results to those from a concurrently conducted epidemiological study that provided empirical estimates for illness risk following ocean exposure. The preferred norovirus dose-response approach yielded median risk estimates for water recreation-associated illness (15 GI illnesses per 1000 recreation events) that closely matched the reported epidemiological results (12 excess GI illnesses per 1000 wet weather recreation events). The results are consistent with norovirus, or other pathogens associated with norovirus, as an important cause of gastrointestinal illness among surfers in this setting. This study demonstrates the applicability of QMRA for recreational water risk estimation, even under wet weather conditions and describes a process that might be useful in developing site-specific water quality criteria in this and other locations.
我们建立了加利福尼亚州圣地亚哥县沿海地区受风暴影响的海水浴场休闲暴露相关的胃肠道疾病风险模型。我们通过定量微生物风险评估技术来估计胃肠道疾病的风险,该技术整合了风暴下水体病原体监测数据、特定地点的稀释估计值、基于文献的水摄入数据以及基于文献的病原体剂量-反应和发病信息。水质结果表明,在雨季,城市流域的溪流中会有人类污染源携带病毒和细菌病原体进入海洋,从而影响近岸水质。我们评估了一系列方法来考虑诺如病毒剂量-反应模型选择的不确定性,并将我们的模型结果与同时进行的流行病学研究进行了比较,该研究提供了海洋暴露后疾病风险的经验估计。首选的诺如病毒剂量-反应方法得出了与水休闲相关疾病的风险估计(每 1000 次休闲活动中有 15 例胃肠道疾病),与报告的流行病学结果(每 1000 次湿天气休闲活动中有 12 例胃肠道疾病)非常匹配。结果表明,诺如病毒或与诺如病毒相关的其他病原体是该地区冲浪者胃肠道疾病的重要原因。本研究证明了 QMRA 用于休闲水风险评估的适用性,即使在恶劣天气条件下也适用,并描述了一个可能对制定本地区和其他地区特定地点水质标准有用的过程。