Department of Crop, Soil and Environmental Sciences, Auburn University, Auburn, AL 36849, USA.
Department of Crop, Soil and Environmental Sciences, Auburn University, Auburn, AL 36849, USA.
Sci Total Environ. 2023 Nov 15;899:165742. doi: 10.1016/j.scitotenv.2023.165742. Epub 2023 Jul 22.
Accurate identification of the origins of non-point source pollution is essential for the effective control of fecal pollution. Host-associated Bacteroidales and mitochondrial DNA (mtDNA) markers have been developed to identify the sources of human and cattle fecal pollution. However, the differences in persistence between these two types of markers under different environmental conditions are still poorly understood. Here, we conducted mesocosm experiments to investigate the influence of indigenous microbiota and nutrients on the decay of Bacteroidales and mtDNA markers associated with humans and cattle. Raw sewage or cattle feces were inoculated into mesocosms containing natural eutrophic water, sterile eutrophic water or artificial freshwater. The Bacteroidales markers HF183 (human) and CowM3 (cattle) and mtDNA markers HcytB (human) and QMIBo (cattle) were quantified using the quantitative polymerase chain reaction (qPCR) assays. All markers but HF183 decreased the fastest in the presence of indigenous microbiota. Nutrients caused a decrease in the persistence of HF183; however, no significant nutrient effects were observed for HcytB, CowM3, and QMIBo. The time to reach one log reduction (T) for HF183 and HcytB was similar; CowM3 reached T earlier than QMIBo in all the treatments but eutrophic water. E. coli persisted longer than both Bacteroidales and mtDNA markers in the mesocosms regardless of inoculum type. Additionally, 16S rRNA gene amplicon sequencing was used to determine the changes in bacterial communities accompanying the marker decay. Analysis using the SourceTracker software showed that bacterial communities in the mesocosms became more dissimilar to those in the corresponding inoculants over time. Our results indicate that environmental factors are important determinants of genetic markers' persistence, but their impact can vary depending on the genetic markers. The cattle Bacteroidales markers may be more suitable for determining recent fecal contamination than cattle mtDNA.
准确识别非点源污染的来源对于有效控制粪便污染至关重要。已开发出基于宿主的拟杆菌门和线粒体 DNA(mtDNA)标记物来识别人类和牛粪便污染的来源。然而,在不同环境条件下,这两种标记物的持久性差异仍知之甚少。在这里,我们进行了中观实验,以研究土著微生物群落和养分对人类和牛相关的拟杆菌门和 mtDNA 标记物衰减的影响。将未经处理的污水或牛粪便接种到含有天然富营养水、无菌富营养水或人工淡水的中观培养箱中。使用定量聚合酶链反应(qPCR)检测人类的拟杆菌门标记物 HF183 和 CowM3 以及人类的 mtDNA 标记物 HcytB 和牛的 mtDNA 标记物 QMIBo。所有标记物,但 HF183,在存在土著微生物群落时衰减最快。养分导致 HF183 的持久性降低;然而,对于 HcytB、CowM3 和 QMIBo,没有观察到明显的养分效应。HF183 和 HcytB 达到一个对数减少(T)的时间相似;在所有处理中,除了富营养水外,CowM3 比 QMIBo 更早达到 T。在中观培养箱中,无论接种物类型如何,大肠杆菌的持久性都长于拟杆菌门和 mtDNA 标记物。此外,16S rRNA 基因扩增子测序用于确定随标记物衰减而发生的细菌群落变化。使用 SourceTracker 软件进行的分析表明,随着时间的推移,中观培养箱中的细菌群落与相应接种物的相似性降低。我们的结果表明,环境因素是遗传标记物持久性的重要决定因素,但它们的影响可能因遗传标记物而异。牛拟杆菌门标记物可能比牛 mtDNA 更适合确定近期的粪便污染。