A Community Multi-Omics Approach towards the Assessment of Surface Water Quality in an Urban River System

被引:48
作者
Beale, David J. [1 ]
Karpe, Avinash V. [1 ,2 ]
Ahmed, Warish [1 ]
Cook, Stephen [3 ]
Morrison, Paul D. [4 ]
Staley, Christopher [5 ]
Sadowsky, Michael J.
Palombo, Enzo A. [2 ]
机构
[1] Land & Water Commonwealth Sci & Ind Res Org, POB 2583, Dutton Pk, Qld 4001, Australia
[2] Swinburne Univ Technol, Dept Chem & Biotechnol, Fac Sci Engn & Technol, POB 218, Hawthorn, Vic 3122, Australia
[3] Land & Water Commonwealth Sci & Ind Res Org, Private Bag 10 Clayton South, Victoria 3169, Australia
[4] RMIT Univ, Australian Ctr Res Separat Sci, Sch Appl Sci, POB 2547, Melbourne, Vic 3000, Australia
[5] Univ Minnesota, Inst Biotechnol, St Paul, MN 55108 USA
关键词
contaminated system; urban river system; metagenomics; metabolomics; trace metals; chemometrics; CHAIN FATTY-ACIDS; FECAL POLLUTION; METABOLOMIC ANALYSIS; ORGANIC-MATTER; RARE BIOSPHERE; SEWAGE; IDENTIFICATION; BIOFILM; SENSITIVITY; MECHANISMS;
D O I
10.3390/ijerph14030303
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
A multi-omics approach was applied to an urban river system (the Brisbane River (BR), Queensland, Australia) in order to investigate surface water quality and characterize the bacterial population with respect to water contaminants. To do this, bacterial metagenomic amplicon-sequencing using Illumina next-generation sequencing (NGS) of the V5-V6 hypervariable regions of the 16S rRNA gene and untargeted community metabolomics using gas chromatography coupled with mass spectrometry (GC-MS) were utilized. The multi-omics data, in combination with fecal indicator bacteria (FIB) counts, trace metal concentrations (by inductively coupled plasma mass spectrometry (ICP-MS)) and in-situ water quality measurements collected from various locations along the BR were then used to assess the health of the river ecosystem. Sites sampled represented the transition from less affected (upstream) to polluted (downstream) environments along the BR. Chemometric analysis of the combined datasets indicated a clear separation between the sampled environments. Burkholderiales and Cyanobacteria were common key factors for differentiation of pristine waters. Increased sugar alcohol and short-chain fatty acid production was observed by Actinomycetales and Rhodospirillaceae that are known to form biofilms in urban polluted and brackish waters. Results from this study indicate that a multi-omics approach enables a deep understanding of the health of an aquatic ecosystem, providing insight into the bacterial diversity present and the metabolic output of the population when exposed to environmental contaminants.
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页数:24
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