Department of Engineering, University of Yamanashi, 4-3-11 Takeda, Kofu, Yamanashi 400-8511, Japan.
Interdisciplinary Center for River Basin Environment, University of Yamanashi, 4-3-11 Takeda, Kofu, Yamanashi 400-8511, Japan.
Sci Total Environ. 2024 Aug 25;940:173604. doi: 10.1016/j.scitotenv.2024.173604. Epub 2024 May 29.
No single microbial source tracking (MST) marker can be applied to determine the sources of fecal pollution in all water types. This study aimed to validate a high-throughput quantitative polymerase chain reaction (HT-qPCR) method for the simultaneous detection of multiple MST markers. A total of 26 fecal-source samples that had been previously collected from human sewage (n = 6) and ruminant (n = 3), dog (n = 6), pig (n = 6), chicken (n = 3), and duck (n = 2) feces in the Kathmandu Valley, Nepal, were used to validate 10 host-specific MST markers, i.e., Bacteroidales (BacHum, gyrB, BacR, and Pig2Bac), mitochondrial DNA (mtDNA) (swine, bovine, and Dog-mtDNA), and viral (human adenovirus, porcine adenovirus, and chicken/turkey parvovirus) markers, via HT-qPCR. Only Dog-mtDNA showed 100 % accuracy. All the tested bacterial markers showed a sensitivity of 100 %. Nine of the 10 markers were further used to identify fecal contamination in groundwater sources (n = 54), tanker filling stations (n = 14), drinking water treatment plants (n = 5), and river water samples (n = 6). The human-specific Bacteroidales marker BacHum and ruminant-specific Bacteroidales marker BacR was detected at a high ratio in river water samples (83 % and 100 %, respectively). The results of HT-qPCR were in agreement with the standard qPCR. The comparable performances of HT-qPCR and standard qPCR as well as the successful detection of MST markers in the fecal-source and water samples demonstrated the potential applicability of these markers for detecting fecal contamination sources via HT-qPCR.
没有单一的微生物源追踪 (MST) 标记物可用于确定所有类型水中粪便污染的来源。本研究旨在验证一种高通量定量聚合酶链反应 (HT-qPCR) 方法,用于同时检测多种 MST 标记物。共使用了 26 份先前从尼泊尔加德满都山谷人类污水 (n = 6) 和反刍动物 (n = 3)、狗 (n = 6)、猪 (n = 6)、鸡 (n = 3) 和鸭 (n = 2) 粪便中收集的粪便源样本,用于通过 HT-qPCR 验证 10 种宿主特异性 MST 标记物,即拟杆菌 (BacHum、gyrB、BacR 和 Pig2Bac)、线粒体 DNA (mtDNA) (猪、牛和犬-mtDNA) 和病毒 (人腺病毒、猪腺病毒和禽/火鸡细小病毒) 标记物。只有犬 mtDNA 显示出 100%的准确性。所有测试的细菌标记物的灵敏度均为 100%。进一步使用这 10 种标记物中的 9 种来识别地下水源 (n = 54)、油罐车加注站 (n = 14)、饮用水处理厂 (n = 5) 和河水样本 (n = 6) 中的粪便污染。河水样本中检测到高比例的人特异性拟杆菌标记物 BacHum 和反刍动物特异性拟杆菌标记物 BacR(分别为 83%和 100%)。HT-qPCR 的结果与标准 qPCR 一致。HT-qPCR 和标准 qPCR 的性能相当,以及在粪便源和水样中成功检测到 MST 标记物,证明了这些标记物通过 HT-qPCR 检测粪便污染来源的潜在适用性。