Department of Integrative Biology, University of South Florida, Tampa, Florida, USA.
College of Marine Science, University of South Florida, Saint Petersburg, Florida, USA.
Appl Environ Microbiol. 2023 Mar 29;89(3):e0103322. doi: 10.1128/aem.01033-22. Epub 2023 Feb 27.
Population growth and changing climate are expected to increase human exposure to pathogens in tropical coastal waters. We examined microbiological water quality in three rivers within 2.3 km of each other that impact a Costa Rican beach and in the ocean outside their plumes during the rainy and dry seasons. We performed quantitative microbial risk assessment (QMRA) to predict the risk of gastroenteritis associated with swimming and the amount of pathogen reduction needed to achieve safe conditions. Recreational water quality criteria based on enterococci were exceeded in >90% of river samples but in only 13% of ocean samples. Multivariate analysis grouped microbial observations by subwatershed and season in river samples but only by subwatershed in the ocean. The modeled median risk from all pathogens in river samples was between 0.345 and 0.577, 10-fold above the U.S. Environmental Protection Agency (U.S. EPA) benchmark of 0.036 (36 illnesses/1,000 swimmers). Norovirus genogroup I (NoVGI) contributed most to risk, but adenoviruses raised risk above the threshold in the two most urban subwatersheds. The risk was greater in the dry compared to the rainy season, due largely to the greater frequency of NoVGI detection (100% versus 41%). Viral log reduction needed to ensure safe swimming conditions varied by subwatershed and season and was greatest in the dry season (3.8 to 4.1 dry; 2.7 to 3.2 rainy). QMRA that accounts for seasonal and local variability of water quality contributes to understanding the complex influences of hydrology, land use, and environment on human health risk in tropical coastal areas and can contribute to improved beach management. This holistic investigation of sanitary water quality at a Costa Rican beach assessed microbial source tracking (MST) marker genes, pathogens, and indicators of sewage. Such studies are still rare in tropical climates. Quantitative microbial risk assessment (QMRA) found that rivers impacting the beach consistently exceeded the U.S. EPA risk threshold for gastroenteritis of 36/1,000 swimmers. The study improves upon many QMRA studies by measuring specific pathogens, rather than relying on surrogates (indicator organisms or MST markers) or estimating pathogen concentrations from the literature. By analyzing microbial levels and estimating the risk of gastrointestinal illness in each river, we were able to discern differences in pathogen levels and human health risks even though all rivers were highly polluted by wastewater and were located less than 2.5 km from one another. This variability on a localized scale has not, to our knowledge, previously been demonstrated.
人口增长和气候变化预计将增加人类在热带沿海水域接触病原体的风险。我们在哥斯达黎加海滩附近相距不到 2.3 公里的三条河流以及河流羽流外的海洋中,检查了水质微生物学情况,分别在雨季和旱季进行了检测。我们进行了定量微生物风险评估(QMRA),以预测与游泳相关的肠胃炎风险,以及实现安全条件所需的病原体减少量。基于肠球菌的休闲水质量标准在 >90%的河流样本中超标,但在仅 13%的海洋样本中超标。多元分析按流域和季节对河流样本中的微生物观测值进行了分组,但仅在海洋样本中按流域进行了分组。所有病原体的模型化中位数风险在河流样本中为 0.345 至 0.577,是美国环保署(U.S. EPA)基准值 0.036(每 1000 名游泳者中有 36 例疾病)的 10 倍。诺如病毒基因 I 型(NoVGI)对风险的贡献最大,但在两个城市化程度最高的流域,腺病毒使风险超过了阈值。与雨季相比,旱季的风险更高,这主要是由于 NoVGI 的检出频率更高(100%对 41%)。为确保游泳条件安全所需的病毒对数减少量因流域和季节而异,旱季最大(3.8 至 4.1 干;2.7 至 3.2 雨)。考虑水质季节性和本地变异性的 QMRA 有助于了解水文学、土地利用和环境对热带沿海地区人类健康风险的复杂影响,并有助于改善海滩管理。这项对哥斯达黎加海滩卫生水质的整体调查评估了微生物源追踪(MST)标记基因、病原体和污水指示物。在热带气候下,此类研究仍然很少见。定量微生物风险评估(QMRA)发现,影响海滩的河流始终超过美国环保署胃肠炎风险阈值 36/1000 游泳者。该研究通过测量特定病原体,而不是依赖替代物(指示生物或 MST 标记物)或根据文献估计病原体浓度,改进了许多 QMRA 研究。通过分析微生物水平并估计每条河流中胃肠道疾病的风险,我们能够发现即使所有河流都受到废水的高度污染且彼此之间的距离不到 2.5 公里,病原体水平和人类健康风险仍存在差异。就我们所知,这种在局部范围内的可变性以前尚未得到证明。