Environmental Microbiome Engineering and Biotechnology Laboratory, Centre for Environmental Engineering Research, Department of Civil Engineering, The University of Hong Kong, Hong Kong, China.
Key Laboratory of Molecular Microbiology and Technology for Ministry of Education, College of Life Sciences, Nankai University, Tianjin 300071, China.
Sci Total Environ. 2022 Feb 25;809:152190. doi: 10.1016/j.scitotenv.2021.152190. Epub 2021 Dec 7.
Compositional nature of relative abundance data in the current standard microbiome studies limits microbial dynamics interpretations and cross-sample comparisons. Here, we demonstrate the first rapid (1-h sequencing) method coupling Nanopore metagenomic sequencing with cellular spike-in to facilitate the absolute quantification and removal assessment of pathogens and antibiotic resistance genes (ARGs) in wastewater treatment plants (WWTPs). Nanopore sequencing-based quantification results for both simple mock community and complex real environmental samples showed a high consistency with those from the widely-used Illumina and culture-based approaches. Implementing such method, we quantified 46 predominant putative pathogenic species, and 361 ARGs in three WWTP sample sets. Though high log removals of dominant pathogens (2.23 logs) and ARGs (1.98 logs) were achieved, complete removal of all pathogens and ARGs were not achieved. Noticeably, Mycobacterium spp., Clostridium_P perfringens, and Borrelia hermsii exhibited low removal, and 13 ARGs even increased in absolute abundance after the treatment. Our proposed approach manifested its profound ability in providing absolute quantitation information guiding wastewater-based epidemiological surveillance and quantitative risk assessment facilitating microbial hazards management.
目前标准微生物组研究中相对丰度数据的组成性质限制了微生物动态的解释和跨样本比较。在这里,我们展示了第一个快速(1 小时测序)方法,将纳米孔宏基因组测序与细胞内掺入相结合,以方便在废水处理厂 (WWTP) 中绝对定量和评估病原体和抗生素抗性基因 (ARGs)。基于纳米孔测序的简单模拟群落和复杂实际环境样本的定量结果与广泛使用的 Illumina 和基于培养的方法高度一致。通过实施这种方法,我们在三个 WWTP 样本集中定量了 46 种主要假定的致病物种和 361 种 ARGs。尽管实现了主要病原体(2.23 对数)和 ARGs(1.98 对数)的高去除率,但并非所有病原体和 ARGs 都能完全去除。值得注意的是,分枝杆菌属、梭状芽胞杆菌属和伯氏疏螺旋体的去除率较低,并且 13 种 ARG 的绝对丰度在处理后甚至增加。我们提出的方法表现出在提供绝对定量信息方面的强大能力,有助于基于废水的流行病学监测和定量风险评估,从而促进微生物危害管理。