University of New Hampshire, Molecular and Cellular Biomedical Sciences, Durham, New Hampshire, USA.
University of New Hampshire, Molecular and Cellular Biomedical Sciences, Durham, New Hampshire, USA
Appl Environ Microbiol. 2018 Aug 17;84(17). doi: 10.1128/AEM.01038-18. Print 2018 Sep 1.
Fecal pollution at coastal beaches requires management efforts to address public health and economic concerns. Feces-borne bacterial concentrations are influenced by different fecal sources, environmental conditions, and ecosystem reservoirs, making their public health significance convoluted. In this study, we sought to delineate the influences of these factors on enterococcal concentrations in southern Maine coastal recreational waters. Weekly water samples and water quality measurements were conducted at freshwater, estuarine, and marine beach sites from June through September 2016. The samples were analyzed for total and particle-associated enterococcal concentrations, total suspended solids, and microbial source tracking markers (PCR: Bac32, HF183, CF128, DF475, and Gull2; quantitative PCR [qPCR]: AllBac, HF183, and GFD). Water, soil, sediment, and marine sediment samples were also subjected to 16S rRNA sequencing and SourceTracker analysis to determine the influence from these environmental reservoirs on water sample microbial communities. Enterococcal and particle-associated enterococcal concentrations were elevated in freshwater, but the concentrations of suspended solids were relatively similar. Mammal fecal contamination was significantly elevated in the estuary, with human and bird fecal contaminant levels similar between sites. A partial least-squares regression model indicated particle-associated enterococcal and mammal marker concentrations had the most significant positive relationships with enterococcal concentrations across marine, estuary, and freshwater environments. Freshwater microbial communities were significantly influenced by underlying sediment, while estuarine/marine beach communities were influenced by freshwater, high tide height, and estuarine sediment. Elevated enterococcal levels were reflective of a combination of increased fecal source input, environmental sources, and environmental conditions, highlighting the need for encompassing microbial source tracking (MST) approaches for managing water quality issues. Enterococci have long been the federal standard in determining water quality at estuarine and marine environments. Although enterococci are highly abundant in the intestines of many animals, they are not exclusive to that environment and can persist and grow outside fecal tracts. This presents a management problem for areas that are largely impaired by nonpoint source contamination, as fecal sources might not be the root cause of contamination. This study employed different microbial source tracking methods for delineating the influences from fecal source input, environmental sources, and environmental conditions to determine which combination of variables are influencing enterococcal concentrations in recreational waters at a historically impaired coastal town. The results showed that fecal source input, environmental sources, and conditions all play roles in influencing enterococcal concentrations. This highlights the need to include an encompassing microbial source tracking approach to assess the effects of all important variables on enterococcal concentrations.
沿海海滩的粪便污染需要管理工作来解决公共卫生和经济问题。粪便传播的细菌浓度受不同的粪便来源、环境条件和生态系统储层的影响,这使得它们的公共卫生意义变得复杂。在这项研究中,我们试图描绘这些因素对缅因州南部沿海娱乐水域肠球菌浓度的影响。2016 年 6 月至 9 月,每周在淡水、河口和海洋海滩地点采集水样并进行水质测量。对水样进行总肠球菌和颗粒相关肠球菌浓度、总悬浮固体和微生物源追踪标记物(PCR:Bac32、HF183、CF128、DF475 和 Gull2;定量 PCR [qPCR]:AllBac、HF183 和 GFD)的分析。还对水、土壤、沉积物和海洋沉积物样本进行了 16S rRNA 测序和 SourceTracker 分析,以确定这些环境储层对水样微生物群落的影响。在淡水环境中,肠球菌和颗粒相关肠球菌的浓度升高,但悬浮固体的浓度相对相似。河口处哺乳动物粪便污染显著升高,而人类和鸟类粪便污染物水平在各地点相似。偏最小二乘回归模型表明,颗粒相关肠球菌和哺乳动物标记物浓度与海洋、河口和淡水环境中的肠球菌浓度呈最显著的正相关关系。淡水微生物群落受底层沉积物的显著影响,而河口/海洋海滩群落受淡水、高潮位和河口沉积物的影响。肠球菌水平升高反映了粪便源输入、环境源和环境条件增加的综合作用,突出了需要采用综合微生物源追踪(MST)方法来管理水质问题。肠球菌长期以来一直是确定河口和海洋环境水质的联邦标准。尽管肠球菌在许多动物的肠道中高度丰富,但它们并非仅限于该环境,并且可以在粪便肠道外生存和生长。这为主要受非点源污染影响的地区带来了管理问题,因为粪便源可能不是污染的根本原因。本研究采用了不同的微生物源追踪方法来描绘粪便源输入、环境源和环境条件的影响,以确定哪些变量组合会影响历史受损沿海城镇娱乐水域的肠球菌浓度。结果表明,粪便源输入、环境源和条件都对肠球菌浓度有影响。这突出了需要采用综合微生物源追踪方法来评估所有重要变量对肠球菌浓度的影响。