Evidence map›Paper›PMID 42446470›Full record

ArticleEnvironmental microbiology2026

Prolonged Stagnation Reduces Treated Wastewater Biostability by Altering Microbial Community: Insights From Metaproteomics.

Fatimah Almulhim, Shaman Narayanasamy, Changzhi Wang, Papita Mandal, Dalila Bensaddek, Ma'an Amad, Pei-Ying Hong

Abstract read
In one paragraph

Article in Environmental 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

7 authors.

Fatimah AlmulhimBioscience Program, Biological and Environmental Science and Engineering Division, King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia.
Shaman NarayanasamyEnvironmental Science and Engineering Program, Biological and Environmental Science and Engineering Division, King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia.
Changzhi WangEnvironmental Science and Engineering Program, Biological and Environmental Science and Engineering Division, King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia.
Papita MandalAnalytical Chemistry Core Labs, King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia.
Dalila BensaddekAnalytical Chemistry Core Labs, King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia.
Ma'an AmadAnalytical Chemistry Core Labs, King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia.
Pei-Ying HongBioscience Program, Biological and Environmental Science and Engineering Division, King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia.

Funding

King Abdullah University of Science and Technology BAS/1/1033-01-01
6 · The paper itself

Abstract

Reclaimed wastewater is increasingly reused for irrigation and other non-potable applications; however, inadequately treated effluent has raised concerns regarding environmental and public health impacts. Water quality in reclaimed distribution systems is shaped by multiple factors, particularly hydraulic stagnation in pipes and storage reservoirs. Stagnation can alter microbial community stability and facilitate persistence of pathogenic taxa. To investigate how prolonged stagnation affects microbial community structure and function, we integrated metagenomics and metaproteomics analyses of biofilms under flow and stagnant conditions over 3, 5 and 7 months. Prolonged stagnation caused pronounced compositional shifts, including strong reductions in nitrogen-removing taxa such as Nitrospira and Nitrosomonas. Correspondingly, key nitrification and denitrification proteins were depleted ≥ twofold under stagnation, indicating impaired nitrogen conversion processes. Stagnation also enriched motility- and transport-related functions and promoted Acidovorax persistence, a genus including phytopathogenic species. In contrast, flow conditions sustained nitrogen-cycling activity, contaminant-degrading enzymes, and quorum-quenching proteins, supporting greater biostability. Overall, our findings show that prolonged stagnation disrupts microbial community balance, suppresses essential nitrogen-cycling and detoxification pathways, and reduces the functional robustness of treated wastewater. Maintaining hydraulic flow within reclaimed water systems is therefore critical for preserving microbial functionality and ensuring safe and reliable reuse in irrigation and other non-potable applications.

Indexed as

BacteriaMicrobiotaWastewaterBiofilmsDenitrificationMetagenomicsNitrogenProteomicsNitrogenWastewaterbiofilm microbiomehydraulic stagnationmetagenomicsmetaproteomicsmicrobial biostabilitytreated wastewater

Identifiers

PMID42446470
PMCPMC13367263

What OpenQuestion holds

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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.