U.S. Geological Survey, Michigan Water Science Center , Lansing, Michigan 48911, United States.
Environ Sci Technol. 2013;47(21):12054-63. doi: 10.1021/es402299a. Epub 2013 Sep 27.
Understanding of factors that influence Escherichia coli (EC) and enterococci (ENT) concentrations, pathogen occurrence, and microbial sources at Great Lakes beaches comes largely from individual beach studies. Using 12 representative beaches, we tested enrichment cultures from 273 beach water and 22 tributary samples for EC, ENT, and genes indicating the bacterial pathogens Shiga-toxin producing E. coli (STEC), Shigella spp. , Salmonella spp , Campylobacter jejuni/coli , and methicillin-resistant Staphylococcus aureus , and 108-145 samples for Bacteroides human, ruminant, and gull source-marker genes. EC/ENT temporal patterns, general Bacteroides concentration, and pathogen types and occurrence were regionally consistent (up to 40 km), but beach catchment variables (drains/creeks, impervious surface, urban land cover) influenced exceedances of EC/ENT standards and detections of Salmonella and STEC. Pathogen detections were more numerous when the EC/ENT Beach Action Value (but not when the Geometric Mean and Statistical Threshold Value) was exceeded. EC, ENT, and pathogens were not necessarily influenced by the same variables. Multiple Bacteroides sources, varying by date, occurred at every beach. Study of multiple beaches in different geographic settings provided new insights on the contrasting influences of regional and local variables, and a broader-scale perspective, on significance of EC/ENT exceedances, bacterial sources, and pathogen occurrence.
对影响大肠杆菌(EC)和肠球菌(ENT)浓度、病原体出现以及五大湖海滩微生物来源的因素的了解主要来自于个别海滩研究。我们使用 12 个有代表性的海滩,从 273 个海滩水和 22 个支流样本中测试了 EC、ENT 以及指示产志贺毒素大肠杆菌(STEC)、志贺氏菌属、沙门氏菌属、空肠弯曲菌/大肠埃希菌和耐甲氧西林金黄色葡萄球菌的基因的富集培养物,从 108-145 个样本中测试了人源、反刍动物源和海鸥源标记基因的 Bacteroides。EC/ENT 的时间模式、一般 Bacteroides 浓度以及病原体类型和出现情况在区域上是一致的(高达 40 公里),但海滩集水区变量(排水/小溪、不透水表面、城市土地覆盖)影响了 EC/ENT 标准的超标和沙门氏菌和 STEC 的检测。当 EC/ENT 海滩行动值(而不是几何平均值和统计阈值)超标时,病原体检测更为频繁。EC、ENT 和病原体不一定受相同变量的影响。不同日期出现的多种 Bacteroides 来源存在于每个海滩。在不同地理环境中对多个海滩的研究提供了关于区域和局部变量以及 EC/ENT 超标、细菌来源和病原体出现的更广泛的视角的新见解。