Quantifying Temporal Dynamics of E. coli Concentration and Quantitative Microbial Risk Assessment of Pathogen in a Karst Basin.

IF 3 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES
Water Pub Date : 2025-03-01 Epub Date: 2025-03-04 DOI:10.3390/w17050745
Shishir K Sarker, Ryan T Dapkus, Diana M Byrne, Alan E Fryar, Justin M Hutchison
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Abstract

Karst aquifers can be highly productive water sources but are vulnerable to contamination by pathogens because of integrated surface and subsurface drainage. Our study focuses on the karstic Royal Spring basin in Kentucky, encompassing urban and agricultural land uses. The city of Georgetown distributes treated water from Royal Spring to over 33,000 customers. We examined E. coli dynamics at Royal Spring from June 2021 through June 2022, assessing variability under wet versus dry weather conditions. We also used quantitative microbial risk assessment (QMRA) to estimate potential health risks from the pathogenic bacterium E. coli O157:H7. E. coli concentrations in weekly water samples varied from 12 to 1732.8 MPN/100 mL, with a geometric mean of 117.2 MPN/100 mL. The mean concentration in wet periods was approximately double that during dry conditions. Because the pathogen was not detected by quantitative PCR (qPCR), we conducted QMRA based on literature data for water treatment plant operations (occupational) and recreational activities near the spring. The median probability of annual infection was 5.11 × 10-3 for occupational exposure and 1.45 × 10-2 for recreational exposure. Uncertainty and sensitivity analyses revealed that health risks were most sensitive to the pathogen/E. coli ratio and ingestion rate. Although the pathogen was not detected by qPCR, the presence of E. coli suggests potential fecal contamination. This highlights the importance of continued monitoring and investigation of different detection methods to better understand potential health risks in karst systems.

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喀斯特盆地大肠杆菌浓度时空动态定量分析及病原菌风险定量评价
喀斯特含水层可能是高产水源,但由于地表和地下综合排水,容易受到病原体的污染。我们的研究集中在肯塔基州的喀斯特皇家泉盆地,包括城市和农业用地。乔治敦市将皇家泉水处理过的水分发给33000多名客户。从2021年6月到2022年6月,我们研究了皇家春天的大肠杆菌动态,评估了潮湿和干燥天气条件下的变化。我们还使用定量微生物风险评估(QMRA)来估计致病性大肠杆菌O157:H7的潜在健康风险。每周水样中的大肠杆菌浓度变化范围为12至1732.8 MPN/100 mL,几何平均值为117.2 MPN/100 mL。湿润期的平均浓度约为干燥期的两倍。由于病原未被定量PCR (qPCR)检测到,我们基于文献资料对靠近泉水的水处理厂操作(职业)和娱乐活动进行了QMRA。职业性暴露的年感染概率中位数为5.11 × 10-3,娱乐性暴露的年感染概率中位数为1.45 × 10-2。不确定性和敏感性分析显示,健康风险对致病菌/大肠杆菌最为敏感。大肠杆菌比例和摄入率。虽然qPCR未检测到病原体,但大肠杆菌的存在提示可能存在粪便污染。这突出了持续监测和研究不同检测方法以更好地了解喀斯特系统潜在健康风险的重要性。
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来源期刊
Water
Water WATER RESOURCES-
CiteScore
5.80
自引率
14.70%
发文量
3491
审稿时长
19.85 days
期刊介绍: Water (ISSN 2073-4441) is an international and cross-disciplinary scholarly journal covering all aspects of water including water science and technology, and the hydrology, ecology and management of water resources. It publishes regular research papers, critical reviews and short communications, and there is no restriction on the length of the papers. Our aim is to encourage scientists to publish their experimental and theoretical research in as much detail as possible. Full experimental and/or methodical details must be provided for research articles. Computed data or files regarding the full details of the experimental procedure, if unable to be published in a normal way, can be deposited as supplementary material.
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