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评价快速 qPCR 方法在非点源污染密西根湖海滩中定量检测大肠杆菌的效果。

Evaluation of rapid qPCR method for quantification of E. coli at non-point source impacted Lake Michigan beaches.

机构信息

Division of Environmental and Occupational Health Sciences, University of Illinois at Chicago School of Public Health, USA.

Division of Environmental and Occupational Health Sciences, University of Illinois at Chicago School of Public Health, USA.

出版信息

Water Res. 2019 Jun 1;156:395-403. doi: 10.1016/j.watres.2019.03.034. Epub 2019 Mar 21.

Abstract

Most Great Lakes communities rely on culture-based E. coli methods for monitoring fecal indicator bacteria (FIB) at recreational beaches. These cultivation methods require 18 or more hours to generate results. As a consequence, public notifications about beach action value (BAV) exceedance are based on prior-day water quality. Rapid qPCR monitoring of bacteria in beach water solves the 24-h delay problem, though the USEPA-approved qPCR method targets enterococci bacteria, while Great Lakes communities are familiar with E. coli monitoring. For an E. coli qPCR method to be useful for water quality management, it is important to systematically characterize method performance, and establish BAVs for public notification purposes. In this study, we 1) evaluated a draft USEPA E. coli qPCR method, 2) compared E. coli qPCR measurements with two established FIB (E. coli culture and enterococci qPCR) results, and explored potential strategies to establish E. coli qPCR BAV criteria in the absence of an epidemiological study. Based on analyses of 288 water samples collected from eight of Chicago's Lake Michigan beaches, the E. coli qPCR method demonstrates acceptable performance characteristics. The method is prone to low level DNA contamination, possibly originating from assay reagents derived from E. coli bacteria. Both E. coli and enterococci BAVs were exceeded in approximately 18% of the samples. E. coli qPCR values were correlated with both E. coli culture (r = 0.83; p < 0.0001) and enterococci qPCR (r = 0.67; p < 0.0001) values. The approach recommended by the USEPA in its Technical Support Material (TSM) was used to generate candidate E. coli qPCR BAVs, as was receiver operating characteristic (ROC) analysis. Potential BAV thresholds differed substantially, ranging from 200.9 calibrator cell equivalents (CCE)/100 mL (ROC analysis, enterococci qPCR BAV as the reference) to 1000 CCE/100 mL (TSM analysis, enterococci qPCR BAV as the reference). Because we found that different approaches to establishing potential BAVs generate quite different values, guidance from USEPA about approaches to defining comparable BAVs would be useful.

摘要

大多数大湖社区依靠基于文化的大肠杆菌方法来监测休闲海滩的粪便指示细菌 (FIB)。这些培养方法需要 18 小时或更长时间才能得出结果。因此,关于海滩行动值 (BAV) 超标 的公共通知是基于前一天的水质数据。在海滩水中快速 qPCR 监测细菌可解决 24 小时的延迟问题,但美国环保署批准的 qPCR 方法针对的是肠球菌细菌,而大湖社区熟悉大肠杆菌监测。为了使 qPCR 方法在水质管理中有用,重要的是系统地描述方法性能,并为公共通知目的建立 BAV。在这项研究中,我们 1)评估了美国环保署大肠杆菌 qPCR 方法草案,2)将大肠杆菌 qPCR 测量值与两种已建立的 FIB(大肠杆菌培养和肠球菌 qPCR)结果进行比较,并探索了在没有流行病学研究的情况下建立大肠杆菌 qPCR BAV 标准的潜在策略。基于从芝加哥密西根湖的八个海滩采集的 288 个水样的分析,该大肠杆菌 qPCR 方法表现出可接受的性能特征。该方法容易受到低水平 DNA 污染的影响,这种污染可能源自来自大肠杆菌细菌的检测试剂。在大约 18%的样本中,大肠杆菌和肠球菌 BAV 都超过了。大肠杆菌 qPCR 值与大肠杆菌培养(r = 0.83;p < 0.0001)和肠球菌 qPCR(r = 0.67;p < 0.0001)值都相关。美国环保署在其技术支持材料 (TSM) 中推荐的方法用于生成候选大肠杆菌 qPCR BAV,同时还进行了接收者操作特征 (ROC) 分析。潜在的 BAV 阈值差异很大,范围从 200.9 个校准细胞当量 (CCE)/100 mL(ROC 分析,以肠球菌 qPCR BAV 为参考)到 1000 CCE/100 mL(TSM 分析,以肠球菌 qPCR BAV 为参考)。由于我们发现,建立潜在 BAV 的不同方法会产生截然不同的值,因此美国环保署关于定义可比 BAV 的方法的指导将是有用的。

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