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Next-generation sequencing (NGS) for assessment of microbial water quality: current progress, challenges, and future opportunities

机译:用于评估微生物水质的下一代测序(NGS):当前进展,挑战和未来机遇

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摘要

Water quality is an emergent property of a complex system comprised of interacting microbial populations and introduced microbial and chemical contaminants. Studies leveraging next-generation sequencing (NGS) technologies are providing new insights into the ecology of microbially mediated processes that influence fresh water quality such as algal blooms, contaminant biodegradation, and pathogen dissemination. In addition, sequencing methods targeting small subunit (SSU) rRNA hypervariable regions have allowed identification of signature microbial species that serve as bioindicators for sewage contamination in these environments. Beyond amplicon sequencing, metagenomic and metatranscriptomic analyses of microbial communities in fresh water environments reveal the genetic capabilities and interplay of waterborne microorganisms, shedding light on the mechanisms for production and biodegradation of toxins and other contaminants. This review discusses the challenges and benefits of applying NGS-based methods to water quality research and assessment. We will consider the suitability and biases inherent in the application of NGS as a screening tool for assessment of biological risks and discuss the potential and limitations for direct quantitative interpretation of NGS data. Secondly, we will examine case studies from recent literature where NGS based methods have been applied to topics in water quality assessment, including development of bioindicators for sewage pollution and microbial source tracking, characterizing the distribution of toxin and antibiotic resistance genes in water samples, and investigating mechanisms of biodegradation of harmful pollutants that threaten water quality. Finally, we provide a short review of emerging NGS platforms and their potential applications to the next generation of water quality assessment tools.
机译:水质是由相互作用的微生物种群以及引入的微生物和化学污染物组成的复杂系统的新兴特性。利用下一代测序(NGS)技术的研究正在为微生物介导的过程生态学提供新见解,这些过程会影响淡水质量,例如藻华,污染物生物降解和病原体传播。此外,针对小亚基(SSU)rRNA高变区的测序方法已使鉴定出签名微生物物种成为了这些环境中污水污染的生物指示剂。除了扩增子测序之外,淡水环境中微生物群落的宏基因组学和超转录组学分析还揭示了水生微生物的遗传能力和相互作用,为毒素和其他污染物的产生和生物降解机理提供了线索。这篇评论讨论了将基于NGS的方法应用于水质研究和评估的挑战和收益。我们将考虑将NGS用作评估生物学风险的筛选工具时所固有的适用性和偏见,并讨论直接定量解释NGS数据的潜力和局限性。其次,我们将研究来自最近文献的案例研究,其中基于NGS的方法已应用于水质评估的主题,包括开发用于污水污染和微生物源跟踪的生物指示剂,表征水样品中毒素和抗生素抗性基因的分布,以及研究威胁水质的有害污染物的生物降解机理。最后,我们简要概述了新兴的NGS平台及其在下一代水质评估工具中的潜在应用。

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