Evidence map›Paper›PMID 42643414›Full record

ArticleFrontiers in microbiology2026

Wastewater treatment plant effluent alters particle-associated bacterial assemblages in an intermittent stream.

John J Kelly, Karl Gaisser, Jennifer D Drummond, José Gonçalves, Susana Bernal, Eugènia Martí

Abstract read
In one paragraph

Article in Frontiers in microbiology, 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

6 authors.

John J KellyDepartment of Biology, Loyola University Chicago, Chicago, IL, United States.
Karl GaisserDepartment of Biology, Loyola University Chicago, Chicago, IL, United States.
Jennifer D DrummondSchool of Geography, Earth and Environmental Science, University of Birmingham, Birmingham, United Kingdom.
José GonçalvesMARE-Marine and Environmental Sciences Centre, ARNET-Aquatic Research Network, NOVA School of Science and Technology, NOVA University Lisbon, Campusda Caparica, Caparica, Portugal.
Susana BernalIntegrative Freshwater Ecology Group, Centre of Advanced Studies of Blanes (CEAB-CSIC), Blanes, Spain.
Eugènia MartíIntegrative Freshwater Ecology Group, Centre of Advanced Studies of Blanes (CEAB-CSIC), Blanes, Spain.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Wastewater Treatment Plants (WWTPs) can be point-sources of nutrients, organic matter, anthropogenic contaminants, and microbes to lotic environments, and the input of WWTP effluent can alter the activity and composition of stream microbial assemblages in the benthos and water column. Within the stream benthos, fine particulate matter (FPM) supports especially high levels of microbial activity, but the effect of WWTP effluents on the microbial communities specifically associated with benthic FPM in rivers has not been studied. The present work sought to address this knowledge gap by analyzing FPM quantity, nutrient content, microbial activity, and bacterial assemblage composition in FPM samples collected from sites upstream and downstream of a WWTP effluent input into an intermittent Mediterranean stream. Sampling was conducted on two sampling dates (November and July) and the study included both amplicon and metagenomic sequencing in order to assess both the taxonomic and functional gene composition of the particle-associated bacterial assemblages. Effluent input resulted in increased FPM concentration and increased nutrient content of FPM, which were both correlated with an increase in microbial metabolic activity (MMA) immediately downstream of the WWTP. Effluent was a significant source of bacterial taxa to the stream, and there was a significant decrease in the diversity of the bacterial assemblages associated with the fine particles immediately downstream, as well as changes in their taxonomic and functional gene profiles. Taxa associated with wastewater treatment (Rhodocyclaceae and Xanthomonadaceae) and the metabolism of anthropogenic contaminants (Sphingobacteriales), and genes associated with multidrug efflux pumps and denitrification were more abundant immediately downstream. The effect of effluent on the taxonomic composition of the bacterial assemblages was much stronger than the effect on functional gene profiles, highlighting the functional redundancy within these communities. In addition, all the effects of effluent were short-lived and decreased with distance downstream, especially in November when the upstream flow moderated the effects of effluent. This study indicates that WWTP effluent impacts natural microbial communities by altering environmental conditions and sourcing new microbes but also demonstrates the functional redundancy and resilience of these communities.

Indexed as

bacteriabenthiccommunity compositioncommunity functionfine particulate matterintermittent streamwastewater treatment effluentwastewater treat plants (WWTP)

Identifiers

PMID42643414
PMCPMC13503315

What OpenQuestion holds

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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.