ArticlePloS one2025
Exploring interactions of Aliivibrio fischeri with water-soluble polymers using bioluminescence and Raman microspectroscopy.
Article in PloS one, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
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.
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.
Who cites it
1 citing paper in PubMed.
- Raman Spectroscopic Classification of Polyethylene Glycol Samples of Varying Molecular Weights Using Machine Learning.Molecules (Basel, Switzerland) · 2026Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Water-soluble polymers (WSPs) are widely used in biomedical and industrial applications. However, their ecological impact, including interactions with microorganisms, remains insufficiently understood and warrants further investigation. Aliivibrio fischeri, a bioluminescent bacterium, serves as a sensitive model to explore these effects. This study takes an exploratory approach, combining the optical spectroscopic techniques of luminescence measurements and Raman microspectroscopy to assess both immediate metabolic responses and potential longer-term or structural changes. Four WSPs polyacrylamide (PAM), polyethylene glycol (PEG), polyvinyl alcohol (PVOH), and polyvinylpyrrolidone (PVP) were each tested with three different molecular weights and five concentrations for luminescence measurements based on DIN EN ISO 11348. The tests revealed polymer-specific effects: PAM, PEG, and PVP suppressed luminescence, likely due to osmotic stress, adsorption, or viscosity-related limitations, with more pronounced inhibition observed at higher molecular weights. The strongest luminescence reduction was observed for PEG. Unlike the toxic reference substance 3,5-dichlorophenol (DCP), polymer-induced luminescence changes did not follow a consistent monotonic decay, suggesting that their effects are not solely attributable to acute toxicity. Notably, PVOH exposure increased luminescence, potentially reflecting stabilizing interactions or improved oxygen availability, which clearly contrasts with the suppressive trends observed for the other polymers. To investigate potential biochemical alterations, we applied Raman microspectroscopy to polymer-exposed A. fischeri. Partial least-squares discriminant analysis (PLS-DA) identified spectral differences, with polymer-specific patterns observed in regions commonly associated with membrane components, DNA, or carbohydrates. However, the PLS-DA coefficients primarily reflect statistical relevance and do not directly indicate specific biochemical mechanisms. These findings highlight spectral signatures relevant for classification, while biological interpretation requires further investigation. Our study provides exploratory insights into the potential impact of WSP exposure on bacterial metabolism and cellular composition, demonstrating the value of combining luminescence and Raman spectroscopy to detect polymer-related effects on microorganisms. While the observed spectral and metabolic changes suggest polymer-specific interactions, further research is needed to confirm the underlying mechanisms and assess their broader environmental and biotechnological implications.
Indexed as
Identifiers
What Socratic holds
Registered trials
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 Socratic graph.