Southern California Coastal Water Research Project, 3535 Harbor Blvd. Ste 110, Costa Mesa, CA 92626, USA.
UNC Institute of Marine Science, 3431 Arendell Street, Morehead City, NC 28557, USA.
Water Res. 2018 Jun 1;136:137-149. doi: 10.1016/j.watres.2018.01.056.
Along southern California beaches, the concentrations of fecal indicator bacteria (FIB) used to quantify the potential presence of fecal contamination in coastal recreational waters have been previously documented to be higher during wet weather conditions (typically winter or spring) than those observed during summer dry weather conditions. FIB are used for management of recreational waters because measurement of the bacterial and viral pathogens that are the potential causes of illness in beachgoers exposed to stormwater can be expensive, time-consuming, and technically difficult. Here, we use droplet digital Polymerase Chain Reaction (digital PCR) and digital reverse transcriptase PCR (digital RT-PCR) assays for direct quantification of pathogenic viruses, pathogenic bacteria, and source-specific markers of fecal contamination in the stormwater discharges. We applied these assays across multiple storm events from two different watersheds that discharge to popular surfing beaches in San Diego, CA. Stormwater discharges had higher FIB concentrations as compared to proximal beaches, often by ten-fold or more during wet weather. Multiple lines of evidence indicated that the stormwater discharges contained human fecal contamination, despite the presence of separate storm sewer and sanitary sewer systems in both watersheds. Human fecal source markers (up to 100% of samples, 20-12440 HF183 copies per 100 ml) and human norovirus (up to 96% of samples, 25-495 NoV copies per 100 ml) were routinely detected in stormwater discharge samples. Potential bacterial pathogens were also detected and quantified: Campylobacter spp. (up to 100% of samples, 16-504 gene copies per 100 ml) and Salmonella (up to 25% of samples, 6-86 gene copies per 100 ml). Other viral human pathogens were also measured, but occurred at generally lower concentrations: adenovirus (detected in up to 22% of samples, 14-41 AdV copies per 100 ml); no enterovirus was detected in any stormwater discharge sample. Higher concentrations of avian source markers were noted in the stormwater discharge located immediately downstream of a large bird sanctuary along with increased Campylobacter concentrations and notably different Campylobacter species composition than the watershed that had no bird sanctuary. This study is one of the few to directly measure an array of important bacterial and viral pathogens in stormwater discharges to recreational beaches, and provides context for stormwater-based management of beaches during high risk wet-weather periods. Furthermore, the combination of culture-based and digital PCR-derived data is demonstrated to be valuable for assessing hydrographic relationships, considering delivery mechanisms, and providing foundational exposure information for risk assessment.
沿南加州海滩,用于量化沿海娱乐水中粪便污染潜在存在的粪便指示细菌 (FIB) 浓度先前已记录在湿天气条件下(通常为冬季或春季)高于夏季干天气条件下观察到的浓度。FIB 用于管理娱乐用水,因为测量可能导致暴露在暴雨水的海滩游客生病的细菌和病毒病原体既昂贵又费时,并且在技术上具有挑战性。在这里,我们使用液滴数字聚合酶链反应 (digital PCR) 和数字逆转录酶 PCR (digital RT-PCR) 测定法直接定量暴雨水排放中的致病病毒、致病细菌和粪便污染的来源特异性标志物。我们在加利福尼亚州圣地亚哥两个不同的流域向两个不同的流域排放的多个风暴事件中应用了这些测定法。与邻近海滩相比,暴雨水排放具有更高的 FIB 浓度,在湿天气中通常高出十倍或更多。多种证据表明,尽管两个流域都有单独的雨水下水道和污水下水道系统,但暴雨水排放中含有人类粪便污染。人类粪便来源标志物(高达 100%的样本,每 100ml 中有 20-12440HF183 个拷贝)和人类诺如病毒(高达 96%的样本,每 100ml 中有 25-495 个 NoV 拷贝)经常在暴雨水排放样本中检测到。还检测和定量了潜在的细菌病原体:弯曲菌属(高达 100%的样本,每 100ml 中有 16-504 个基因拷贝)和沙门氏菌(高达 25%的样本,每 100ml 中有 6-86 个基因拷贝)。还测量了其他病毒人类病原体,但浓度通常较低:腺病毒(在多达 22%的样本中检测到,每 100ml 中有 14-41AdV 个拷贝);没有在任何暴雨水排放样本中检测到肠道病毒。在一个大型鸟类保护区下游的暴雨水排放中,禽源标志物的浓度更高,同时弯曲菌浓度增加,且与没有鸟类保护区的流域相比,弯曲菌的物种组成明显不同。这项研究是为数不多的直接测量到娱乐海滩暴雨水排放中重要的细菌和病毒病原体的研究之一,为高风险湿天气期间基于暴雨水的海滩管理提供了背景信息。此外,还证明了基于培养和数字 PCR 衍生的数据组合对于评估水文学关系、考虑输送机制以及为风险评估提供基础暴露信息非常有价值。