US Geological Survey Michigan Water Science Center, Lansing, MI 48911, USA.
Water Res. 2013 Jan 1;47(1):300-14. doi: 10.1016/j.watres.2012.10.006. Epub 2012 Oct 22.
The occurrence and distribution of fecal indicator bacteria (FIB) and bacterial and protozoan pathogens are controlled by diverse factors. To investigate these factors in Pennsylvania streams, 217 samples were collected quarterly from a 27-station water-quality monitoring network from July 2007 through August 2009. Samples were analyzed for concentrations of Escherichia coli (EC) and enterococci (ENT) indicator bacteria, concentrations of Cryptosporidium oocysts and Giardia cysts, and the presence of four genes related to pathogenic types of EC (eaeA, stx2, stx1, rfb(O157)) plus three microbial source tracking (MST) gene markers that are also associated with pathogenic ENT and EC (esp, LTIIa, STII). Water samples were concurrently analyzed for basic water chemistry, physical measures of water quality, nutrients, metals, and a suite of 79 organic compounds that included hormones, pharmaceuticals, and antibiotics. For each sample location, stream discharge was measured by using standardized methods at the time of sample collection, and ancillary sample site information, such as land use and geological characteristics, was compiled. Samples exceeding recreational water quality criteria were more likely to contain all measured pathogen genes but not Cryptosporidium or Giardia (oo)cysts. FIB and Giardia density and frequency of eaeA gene occurrence were significantly related to season. When discharge at a sampling location was high (>75th percentile of daily mean discharge), there were greater densities of FIB and Giardia, and the stx2, rfb(O157), STII, and esp genes were found more frequently than at other discharge conditions. Giardia occurrence was likely related to nonpoint sources, which are highly influential during seasonal overland transport resulting from snowmelt and elevated precipitation in late winter and spring in Pennsylvania. When MST markers of human, swine, or bovine origin were present, samples more frequently carried the eaeA, stx2, stx1, and rfb(O157) genes, but no genes were related exclusively to an individual MST marker. The human source pharmaceuticals (HSPs) acetaminophen and caffeine were correlated with Giardia, and the presence of HSPs proved to be more useful than MST markers in distinguishing the occurrence of Giardia. The HSPs caffeine and carbamazepine were correlated with the sum total of pathogen genes detected in a sample, demonstrating the value of using HSPs as an indicator of fecally derived pathogens. Sites influenced by urban land use with less forest were more likely to have greater FIB and Giardia densities and sum of the array of pathogen genes. Sites dominated by shallow carbonate bedrock in the upstream catchment were likely to have greater FIB densities and higher sum totals of pathogen genes but no correlation with Giardia detection. Our study provides a range of specific environmental, chemical, geologic, and land-use variables related to occurrence and distribution of FIB and selected bacterial and protozoan pathogens in Pennsylvania streams. The information presented could be useful for resource managers in understanding bacterial and protozoan pathogen occurrence and their relation to fecal indicator bacteria in similar settings.
粪便指示菌(FIB)和细菌及原生动物病原体的发生和分布受到多种因素的控制。为了研究宾夕法尼亚州溪流中的这些因素,从 2007 年 7 月到 2009 年 8 月,通过一个由 27 个水质监测站组成的 217 个季度样本网络进行了采集。对大肠杆菌(EC)和肠球菌(ENT)指示菌的浓度、隐孢子虫卵囊和贾第虫囊的浓度以及与致病性 EC 类型相关的四个基因(eaeA、stx2、stx1、rfb(O157))和三个与致病性 ENT 和 EC 相关的微生物源追踪(MST)基因标记(esp、LTIIa、STII)进行了分析。同时对水样进行了基本水质化学分析、水质物理指标、营养物质、金属和 79 种有机化合物的分析,包括激素、药物和抗生素。对于每个采样点,在采样时使用标准方法测量了水流,同时还收集了其他辅助采样点信息,如土地利用和地质特征。超过娱乐用水质量标准的水样更有可能含有所有测量到的病原体基因,但不含有隐孢子虫或贾第虫(oo)囊。FIB 和贾第虫的密度以及 eaeA 基因发生的频率与季节有显著关系。当采样点的流量较高(>每日平均流量的第 75 百分位数)时,FIB 和贾第虫的密度较大,stx2、rfb(O157)、STII 和 esp 基因的检出率也高于其他流量条件。贾第虫的发生可能与非点源有关,在宾夕法尼亚州冬季和春季晚些时候的融雪和降水增加导致季节性地表径流期间,非点源的影响非常大。当存在人、猪或牛源的 MST 标记时,样本更频繁地携带 eaeA、stx2、stx1 和 rfb(O157)基因,但没有基因仅与个别 MST 标记有关。人类来源的药物(HSPs)对乙酰氨基酚和咖啡因与贾第虫有关,而 HSPs 的存在比 MST 标记更能区分贾第虫的发生。HSPs 咖啡因和卡马西平与样本中检测到的病原体基因总数相关,这表明 HSPs 可用作粪便衍生病原体的指示物。受城市土地利用影响、森林较少的地点更有可能具有较高的 FIB 和贾第虫密度以及病原体基因总数。上游集水区以浅层碳酸盐基岩为主的地点可能具有较高的 FIB 密度和较高的病原体基因总数,但与贾第虫的检出没有相关性。本研究提供了一系列与宾夕法尼亚州溪流中 FIB 和选定的细菌及原生动物病原体发生和分布相关的特定环境、化学、地质和土地利用变量。提供的信息可帮助资源管理者了解细菌和原生动物病原体的发生及其与类似环境中粪便指示菌的关系。