Guangdong Provincial Engineering Research Center for Urban Water Recycling and Environmental Safety, Graduate School at Shenzhen, Tsinghua University, Shenzhen, China; State Environmental Protection Key Laboratory of Microorganism Application and Risk Control, School of Environment, Tsinghua University, Beijing, China.
Guangdong Provincial Engineering Research Center for Urban Water Recycling and Environmental Safety, Graduate School at Shenzhen, Tsinghua University, Shenzhen, China; State Environmental Protection Key Laboratory of Microorganism Application and Risk Control, School of Environment, Tsinghua University, Beijing, China.
Environ Int. 2019 Mar;124:25-37. doi: 10.1016/j.envint.2018.12.040. Epub 2019 Jan 9.
Compared to drinking water, the higher bacterial abundance, diversity, and organic matter concentration in reclaimed wastewater suggest that it is more likely to form biofilms. Nevertheless, little is known regarding many important aspects of the biofilm ecology in reclaimed wastewater distribution systems (RWDS), such as the long-term microbial community succession and the underlying driving factors. In the present study, by sampling and analysing microbial compositions of pipe wall biofilms from six frequently used pipe materials under NaClO (sodium hypochlorite-treated), NON (without disinfection), and UV (UV-treated) treatments over one year, it was found that the succession of microbial community structure followed a primary succession pattern. This primary succession pattern was reflected as increases in live cell number and α-diversity, along with metagenic succession in taxonomic composition. Proteobacteria, Nitrospirae, Bacteroidetes, Acidobacteria, Planctomycetes, Actinobacteria, and Verrucomicrobia comprised the dominant phyla in biofilm samples. Compared to biofilms in the NaClO reactor, the bacterial communities of biofilms in NON and UV reactors were distributed more evenly among different bacterial phyla. Principal component analysis revealed a clear temporal pattern of microbial community structures in six kinds of pipe wall biofilms albeit a difference in microbial community structures among the three reactors. Adonis testing indicated that the microbial community composition variation caused by disinfection methods (R = 0.283, P < 0.01) was more pronounced than that from the time variable (R = 0.070, P < 0.01) and pipe material (R = 0.057, P < 0.01). Significantly positive correlation between average local abundance and occupancy was observed in biofilm communities of the three reactors, suggesting that the 'core-satellite' model could be applied to identify biofilm-preferential species under specific disinfection conditions in RWDS. The prevalence of family Sphingomonadaceae, known to show chlorine tolerance and powerful biofilm-forming ability in NaClO reactors, evidenced the habitat filtering consequent to environment pressure. Correlation-based network analysis revealed that taxonomic relatedness such as similar niches, cooperation, taxa overdispersion, and competition all functioned toward driving the bacterial assembly succession in RWDS.
与饮用水相比,再生废水中更高的细菌丰度、多样性和有机物浓度表明其更有可能形成生物膜。然而,对于再生废水分配系统 (RWDS) 中生物膜生态学的许多重要方面,例如长期的微生物群落演替和潜在的驱动因素,人们知之甚少。在本研究中,通过对 NaClO(次氯酸钠处理)、NON(未经消毒)和 UV(紫外线处理)处理下六种常用管材管壁生物膜的微生物组成进行采样和分析,发现微生物群落结构的演替遵循初级演替模式。这种初级演替模式表现为活细胞数量和 α 多样性的增加,以及分类组成的后生演替。变形菌门、硝化螺旋菌门、拟杆菌门、酸杆菌门、浮霉菌门、放线菌门和疣微菌门是生物膜样本中的主要门。与 NaClO 反应器中的生物膜相比,NON 和 UV 反应器中的生物膜的细菌群落分布在不同的细菌门中更为均匀。主成分分析显示,尽管三个反应器中的微生物群落结构存在差异,但六种管壁生物膜的微生物群落结构具有明显的时间模式。Adonis 测试表明,消毒方法引起的微生物群落组成变化(R=0.283,P<0.01)比时间变量(R=0.070,P<0.01)和管材(R=0.057,P<0.01)引起的变化更为显著。在三个反应器的生物膜群落中,观察到平均局部丰度和占据率之间存在显著正相关,表明在 RWDS 中特定消毒条件下,“核心-卫星”模型可用于识别生物膜优先物种。在 NaClO 反应器中表现出氯耐受性和强大生物膜形成能力的鞘氨醇单胞菌科家族的普遍存在,证明了由于环境压力而产生的栖息地过滤。基于相关性的网络分析表明,分类相关关系,如相似的生态位、合作、分类群过度分散和竞争,都有助于驱动 RWDS 中细菌组装演替。