Evidence map›Paper›PMID 41895785›Full record

ArticleEnvironmental microbiology reports2026

Aquatic Bacterial Community Responses to Aquatic Contaminants Revealed by 16S rRNA Metabarcoding in Field-Based Microcosms.

A S Flynn, A M Osborn, V Pettigrove, J Shimeta, S M Long

Abstract read
In one paragraph

Article in Environmental microbiology reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

A S FlynnAquatic Environmental Stress Research Group, RMIT University, Bundoora, Victoria, Australia.ORCID https://orcid.org/0000-0002-6952-1758
A M OsbornSchool of Science, RMIT University, Melbourne, Victoria, Australia.
V PettigroveAquatic Environmental Stress Research Group, RMIT University, Bundoora, Victoria, Australia.
J ShimetaSchool of Science, RMIT University, Melbourne, Victoria, Australia.ORCID https://orcid.org/0000-0002-7003-7832
S M LongAquatic Environmental Stress Research Group, RMIT University, Bundoora, Victoria, Australia.

Funding

Department of Education, Australian GovernementMelbourne Water
6 · The paper itself

Abstract

In this study we used environmental DNA metabarcoding and field-based microcosms to assess three classes of aquatic contaminants (metals (copper), pesticides (diuron), and pharmaceuticals (venlafaxine)) and their impact on the structure of freshwater wetland sedimentary bacterial communities. Our results showed that copper had the most influence on bacterial community structure, followed by venlafaxine, then diuron. We also saw that the addition of copper facilitated the release of other sediment-bound metals (barium, zinc, and vanadium), also having significant impacts on community structure. The bacterial communities were mostly dominated by Proteobacteria, Cyanobacteria, Bacteroidota, and Verrucomicrobiota, which were key drivers of variation among treatments, along with Actinobacteriota. Our findings indicate that the ideal taxonomic level for the assessment and identification of bacterial bioindicators is family, with constraints at lower taxonomic levels. We identified five phyla, 13 families, and three species which show strong potential to be either diagnostic bioindicators of one or more of the chemicals assessed or broad bioindicators of common urban contaminants, eight of which are novel bioindicators. Our study highlights the effectiveness of eDNA metabarcoding to efficiently characterise sedimentary bacterial community assemblages and emphasises its value in aquatic ecosystem assessments, particularly for the prediction of contaminants driving ecosystem change.

Indexed as

BacteriaMicrobiotaWater Pollutants, ChemicalDNA, BacterialDNA Barcoding, TaxonomicEnvironmental MonitoringFresh WaterGeologic SedimentsPesticidesRNA, Ribosomal, 16SWetlandsDNA, BacterialPesticidesRNA, Ribosomal, 16SWater Pollutants, Chemicalbioindicatorsbiomonitoringenvironmental DNAmetalspesticidespharmaceuticalssedimentwetlands

Identifiers

PMID41895785
PMCPMC13140830

What OpenQuestion holds

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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.