Evidence map›Paper›PMID 41276853›Full record

ArticleEnvironmental microbiome2025

Deterministically selected rare taxa drive changes in community composition in drinking water biological activated carbon filters.

Dominic Quinn, Marta Vignola, Jeanine Lenselink, Graeme Moore, Stephanie Connelly, Caroline Gauchotte-Lindsay, Umer Ijaz, William T Sloan, Cindy J Smith

Abstract read
In one paragraph

Article in Environmental microbiome, 2025. 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

9 authors.

Dominic QuinnJames Watt School of Engineering, University of Glasgow, Glasgow, G12 8QQ, UK. dominic.quinn@glasgow.ac.uk.
Marta VignolaJames Watt School of Engineering, University of Glasgow, Glasgow, G12 8QQ, UK.
Jeanine LenselinkJames Watt School of Engineering, University of Glasgow, Glasgow, G12 8QQ, UK.
Graeme MooreScottish Water, 6 Castle Drive, Dunfermline, KY11 8GG, UK.
Stephanie ConnellyJames Watt School of Engineering, University of Glasgow, Glasgow, G12 8QQ, UK.
Caroline Gauchotte-LindsayJames Watt School of Engineering, University of Glasgow, Glasgow, G12 8QQ, UK.
Umer IjazJames Watt School of Engineering, University of Glasgow, Glasgow, G12 8QQ, UK.
William T SloanJames Watt School of Engineering, University of Glasgow, Glasgow, G12 8QQ, UK.
Cindy J SmithJames Watt School of Engineering, University of Glasgow, Glasgow, G12 8QQ, UK.

Funding

Engineering and Physical Sciences Research Council (EPSRC) EP/V030515Engineering and Physical Sciences Research Council (EPSRC) EP/W037475/1Royal Academy of Engineering RF/201819/18/198Royal Academy of Engineering-Scottish Water RSF1718943
6 · The paper itself

Abstract

backgroundBiofiltration offers a sustainable, low-energy solution for drinking water treatment but suffers from inconsistent performance due to complex microbial dynamics. Current studies lack insight into early biofilter microbial community assembly. Here we perform a high-resolution spatial and temporal investigation of biomass accumulation and community development within biological activated carbon (BAC) filters over the first 6 months of operation.

resultsWe found that initial biomass accumulation is not linear, instead characterised by periods of growth and decay. Mass balance identified an estimated + 6.54 × 10

conclusionThis study demonstrates that biofilter microbial communities undergo dynamic changes, with abundant early colonizers persisting steadily while rare taxa drive fluctuations in biomass through phases of growth and decay. Understanding these microbial dynamics and ecological interactions can inform engineering strategies to optimize biofilter performance, enhancing water treatment efficiency by targeting key microbial groups throughout filter maturation.

Indexed as

16S rRNABiofiltrationBiological activated carbonDrinking water treatmentMicrobial community assembly

Identifiers

PMID41276853
PMCPMC12751416

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Registered trials

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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.