Department of Civil Engineering and Applied Mechanics, McGill University, 817 Sherbrooke Street West, Montreal, Quebec H3A 0C3, Canada.
Department of Civil Engineering and Applied Mechanics, McGill University, 817 Sherbrooke Street West, Montreal, Quebec H3A 0C3, Canada.
Sci Total Environ. 2019 Apr 20;662:779-785. doi: 10.1016/j.scitotenv.2019.01.207. Epub 2019 Jan 17.
Wastewater contains microorganisms coming from various sources, e.g. feces discharges, soil infiltrations and sewer biofilms and sediments. The primary objective of this work was to determine if end-of-pipe wastewater microbial community structures exhibits short-timescale variation, and assess possible microbial origins. To this end, we measured hourly physicochemical characteristics of wastewater influent for 2 days and analyzed the microbial community at 4-h intervals using 16S rRNA gene amplicon sequencing. Results showed large variations in the microbial community composition at phylum and genus levels, i.e. Proteobacteria ranged from 44 to 63% of the total relative abundance and Arcobacter ranged from 11 to 22%. Diurnal patterns were observed in the alpha-diversity, beta-diversity and the prevalence of several taxa. Wastewater physicochemical characteristics explained 61% of the total microbial community variance by Canonical Correspondence Analysis (CCA), with flow rate being the main explanatory variable exhibiting a clear diurnal profile. Comparison with public databases using closed reference OTUs revealed that only 7.3% of the sequences were shared with human gut microbiota and 21.7% with soil microbiota, the majority being from the sewer biofilms and sediments. The functional trait, weighted average ribosomal RNA operon (rrn) copy number per genome, was found to be relatively high in the wastewater microbiota (average 3.6, soil 2.1, and human gut 2.6) and significantly correlated with flow, inferring active microbial enrichments in the sewer. The prevalence of Methylophilaceae, methanol oxidation genes and denitrification genes were related to high influent methanol and NO concentration in the influent wastewater. These functional organisms and genes indicate important carbon and nutrient removal related functions in the sewer. Together, the observed temporal patterns of the microbial community and functional traits suggest that high wastewater flow causes greater transport of active sewer microorganisms which are functionally important.
污水中含有来自不同来源的微生物,例如粪便排放物、土壤渗透物以及污水生物膜和沉积物中的微生物。本研究的主要目的是确定污水末端微生物群落结构是否存在短期变化,并评估可能的微生物来源。为此,我们连续两天每小时测量污水进水的理化特性,并每隔 4 小时使用 16S rRNA 基因扩增子测序分析微生物群落。结果表明,在门和属水平上,微生物群落组成存在较大变化,即变形菌门的相对丰度范围为 44%至 63%,弧菌属的相对丰度范围为 11%至 22%。在α多样性、β多样性和几种分类群的流行程度上都观察到了昼夜模式。通过典范对应分析(CCA),污水理化特性解释了总微生物群落变异的 61%,其中流量是主要的解释变量,具有明显的昼夜分布。与使用封闭参考 OTUs 的公共数据库进行比较表明,只有 7.3%的序列与人类肠道微生物组共享,21.7%与土壤微生物组共享,大部分序列来自污水生物膜和沉积物。功能特征,加权平均核糖体 RNA 操纵子(rrn)基因组拷贝数,在污水微生物组中相对较高(平均值 3.6、土壤 2.1 和人类肠道 2.6),并且与流量显著相关,推断出污水中活跃的微生物富集。嗜甲基菌科、甲醇氧化基因和反硝化基因的流行与污水进水高甲醇和 NO 浓度有关。这些功能生物和基因表明在污水中具有重要的碳和养分去除相关功能。综上所述,微生物群落和功能特征的观察到的时间模式表明,高污水流量会导致更多活跃的污水微生物的输送,这些微生物在功能上是重要的。