CSIRO Land and Water, Ecosciences Precinct, QLD, Australia
Institute of Environmental Science and Research Ltd. (ESR), Porirua, New Zealand.
Appl Environ Microbiol. 2019 Jul 1;85(14). doi: 10.1128/AEM.00641-19. Print 2019 Jul 15.
Microbial source tracking (MST) methods measure fecal contamination levels and identify possible sources using quantitative PCR (qPCR) that targets host-associated fecal microorganisms. To date, most established MST assays for human sources, especially bacterial markers, have shown some nonhuman host cross-reactions. Recently developed assays, such as the crAssphage CPQ_056, Lachno3, and BacV6-21, have more limited information on host sensitivity and host specificity for human or sewage sources, particularly in countries other than the United States. In this study, we rigorously evaluated six sewage-associated MST assays (i.e., HF183, human adenovirus [HAdV], human polyomavirus [HPyV], crAssphage CPQ_056, Lachno3, and BacV6-21) to show advantages and disadvantages of their applications for MST. A total of 29 human and 3 sewage samples and 360 nonhuman fecal samples across 14 hosts collected from a subtropical region of Australia were tested for marker host specificity, host sensitivity, and concentrations. All sewage samples were positive for all six marker genes tested in this study. Bacterial markers were more prevalent than viral markers in human feces. Testing against animal hosts showed human feces (or sewage)-associated marker gene specificity was HAdV (1.00) > HPyV (0.99) > crAssphage CPQ_056 (0.98) > HF183 (0.96) > Lachno3 (0.95) > BacV6-21 (0.90), with marker concentrations in some animal fecal samples being 3 to 5 orders of magnitude lower than those in sewage. When considering host specificity, sensitivity, and concentrations in source samples, the HF183, Lachno3, and crAssphage CPQ_056 tests were the most suitable assays in this study for sewage contamination tracking in subtropical waters of Australia. Large financial investments are required to remediate fecal contamination sources in waterways, and accurate results from field studies are crucial to build confidence in MST approaches. Host specificity and sensitivity are two main performance characteristics for consideration when choosing MST assays. Ongoing efforts for marker assay validation will improve interpretation of results and could shed light on patterns of occurrence in nontarget hosts that might explain the underlying drivers of cross-reaction of certain markers. For field applications, caution should be taken to choose appropriate MST marker genes and assays based on available host specificity and sensitivity data and background knowledge of the contaminating sources in the study area. Since many waterborne pathogens are viruses, employing both viral and bacterial markers in investigations could provide insight into contamination dynamics and ecological behavior in the environment. Therefore, combined usage of marker assays is recommended for more accurate and informative sewage contamination detection and fecal source resolution.
微生物源追踪 (MST) 方法使用定量 PCR (qPCR) 测量粪便污染水平并识别可能的来源,该方法针对与宿主相关的粪便微生物。迄今为止,大多数已建立的用于人类来源的 MST 检测方法,特别是细菌标记物,已经显示出一些非人类宿主的交叉反应。最近开发的检测方法,如 crAssphage CPQ_056、Lachno3 和 BacV6-21,对于人类或污水来源的宿主敏感性和宿主特异性的信息更为有限,特别是在除美国以外的国家。在这项研究中,我们严格评估了六种与污水相关的 MST 检测方法(即 HF183、人腺病毒 [HAdV]、人多瘤病毒 [HPyV]、crAssphage CPQ_056、Lachno3 和 BacV6-21),以展示其在 MST 应用中的优缺点。从澳大利亚亚热带地区采集了 29 个人类和 3 个污水样本以及 14 个宿主的 360 个非人类粪便样本,用于检测标记物的宿主特异性、宿主敏感性和浓度。本研究中检测的所有六种标记基因均在所有污水样本中呈阳性。在人类粪便中,细菌标记物比病毒标记物更为普遍。针对动物宿主的检测表明,人类粪便(或污水)相关标记基因特异性为 HAdV(1.00)>HPyV(0.99)>crAssphage CPQ_056(0.98)>HF183(0.96)>Lachno3(0.95)>BacV6-21(0.90),一些动物粪便样本中的标记物浓度比污水低 3 到 5 个数量级。考虑到源样本中的宿主特异性、敏感性和浓度,HF183、Lachno3 和 crAssphage CPQ_056 检测是本研究中最适合澳大利亚亚热带水域污水污染追踪的检测方法。修复水道中的粪便污染源需要大量的资金投入,而现场研究的准确结果对于建立对 MST 方法的信心至关重要。宿主特异性和敏感性是选择 MST 检测方法时要考虑的两个主要性能特征。对标记物检测方法的验证工作正在进行中,这将有助于提高对结果的解释,并可能揭示某些标记物交叉反应的潜在驱动因素,以及非目标宿主中的发生模式。对于现场应用,应根据研究区域中污染来源的可用宿主特异性和敏感性数据以及背景知识,谨慎选择合适的 MST 标记基因和检测方法。由于许多水传播病原体是病毒,因此在调查中同时使用病毒和细菌标记物可以深入了解环境中的污染动态和生态行为。因此,建议联合使用标记物检测方法,以更准确和更有信息量地检测污水污染并解析粪便来源。