Evidence map›Paper›PMID 42601558›Full record

ArticleEnvironmental science and pollution research international2026

Long-term effects of zinc oxide nanoparticles on soluble microbial product composition and transformation in submerged membrane bioreactors.

Dongqing Zhang, Antoine Prandota Trzcinski

Abstract read
In one paragraph

Article in Environmental science and pollution research international, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0cells of the map it votes in
0citing papers in PubMed
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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

2 authors.

Dongqing ZhangNanyang Environment & Water Research Institute, School of Civil and Environmental Engineering, Nanyang Technological University, 1 Cleantech Loop, #06-10, 637141, Singapore, Singapore.
Antoine Prandota TrzcinskiSchool of Science, Engineering and Digital Technologies, University of Southern Queensland, 487 West Street, Toowoomba, 4350, QLD, Australia. antoine.trzcinski@unisq.edu.au.ORCID http://orcid.org/0000-0002-2880-708X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The increasing release of engineered nanoparticles into wastewater systems has raised concerns regarding their long-term effects on biological treatment processes and soluble microbial product (SMP) formation. However, the effects of zinc oxide nanoparticles (ZnO NPs) on the composition, diversity, and persistence of low-molecular-weight (low-MW) SMPs in membrane bioreactors (MBRs) remain poorly understood. In this study, the long-term effects of ZnO NP exposure on SMP characteristics were investigated in submerged anoxic-aerobic MBRs operated with and without ZnO NP addition. SMP production, extracellular polymeric substances (EPS), molecular weight distribution, fluorescence properties, and low-MW SMP identification were analyzed using HPLC-SEC, FEEM fluorescence spectroscopy, and GC-MS. ZnO NP exposure increased polysaccharide production in both loosely bound and tightly bound EPS fractions, indicating stress-induced enhancement of the extracellular protective matrix. High-MW SMP fractions and protein- and fulvic acid-like fluorescence intensities also increased under ZnO NP stress. GC-MS analysis revealed that ZnO NP exposure increased the number and diversity of detectable low-MW SMPs, with a shift toward aromatics, esters, and alcohols, while the relative abundance of alkanes and alkenes decreased. Several compounds were detected exclusively in the ZnO NP-exposed reactor, suggesting stress-induced metabolic transformation and altered biodegradation pathways. Although many SMPs were partially or fully removed during treatment, some recalcitrant compounds persisted in the effluent, including long-chain hydrocarbons and aromatic derivatives. The results demonstrate that ZnO NP exposure substantially alters SMP composition and promotes the formation of more diverse and persistent low-MW organic compounds in MBR systems. These findings provide new insights into nanoparticle-induced stress responses and their implications for SMP dynamics, effluent quality, and membrane fouling in biological wastewater treatment systems.

Indexed as

BioreactorsMetal NanoparticlesNanoparticlesZinc OxideGas Chromatography-Mass SpectrometryMembranes, ArtificialWaste Disposal, FluidWastewaterWater Pollutants, ChemicalMembranes, ArtificialWastewaterWater Pollutants, ChemicalZinc OxideGC–MSLow-molecular-weight organicsMembrane bioreactor (MBR)Soluble microbial products (SMP)Zinc oxide nanoparticles (ZnO NPs)

Identifiers

PMID42601558
PMCPMC13503389

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.