Evidence map›Paper›PMID 41417036›Full record

ArticleAnalytical and bioanalytical chemistry2026

Evaluation of cadmium's impact on marine mussels: insights from Raman spectroscopy and chemometric analysis.

Omar Dib, Ali Assaf, Alexia Pean, François Yannick, Aurore Zalouk-Vergnoux, Gérald Thouand, Marie-José Durand

Abstract read
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In one paragraph

Article in Analytical and bioanalytical chemistry, 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
–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.

Omar DibNantes Université, ONIRIS, CNRS, GEPEA, UMR 6144, 85000, La Roche-Sur-Yon, France.
Ali AssafNantes Université, ONIRIS, CNRS, GEPEA, UMR 6144, 85000, La Roche-Sur-Yon, France.
Alexia PeanNantes Université, ONIRIS, CNRS, GEPEA, UMR 6144, 85000, La Roche-Sur-Yon, France.
François YannickInstitut Des Substances Et Organismes de La Mer, ISOMer, UR 2160, Nantes Université, 44000, Nantes, France.
Aurore Zalouk-VergnouxInstitut Des Substances Et Organismes de La Mer, ISOMer, UR 2160, Nantes Université, 44000, Nantes, France.
Gérald ThouandNantes Université, ONIRIS, CNRS, GEPEA, UMR 6144, 85000, La Roche-Sur-Yon, France.
Marie-José DurandNantes Université, ONIRIS, CNRS, GEPEA, UMR 6144, 85000, La Roche-Sur-Yon, France. marie-jose.durand-thouand@univ-nantes.fr.

Funding

French National Research Agency (ANR) ANR 22-CE04-0005-03 (project SPECTROBS).
6 · The paper itself

Abstract

Raman spectroscopy allows rapid, non-invasive characterization of molecular changes in biological tissues, making it a promising tool for ecotoxicology. This study evaluates the potential of Raman spectroscopy combined with chemometrics for detecting changes induced by cadmium in the tissues of Mytilus edulis, a mussel species widely used in environmental monitoring. Adult mussels were exposed to two cadmium concentrations (50 µg/L and 500 µg/L) for 7 days. The cadmium concentrations in water and tissues of mussels (gills and mantle) were quantified by inductively coupled plasma mass spectrometry (ICP-MS) to determine bioavailability and bioaccumulation, with mantle cadmium levels reaching 3.94 ± 0.35 µg/g at 50 µg/L and 57.49 ± 7.16 µg/g at 500 µg/L. Raman spectra were collected from mantle and gill tissues, and were analyzed using principal component analysis (PCA) and K-means clustering. The mantle tissue exhibited a distinct molecular profile in response to cadmium exposure, with spectral variations indicating impairments in lipid, protein, nucleic acid, and carbohydrate metabolism. In contrast, the spectra of gill tissues did not show any discrimination among exposure treatments. These findings indicate that Raman spectroscopy with chemometric analysis could effectively detect early cadmium-induced biochemical alterations in Mytilus edulis tissues, especially in the mantle. This highlights its potential as a sensitive, non-invasive biomonitoring tool in ecotoxicological studies.

Indexed as

CadmiumChemometricsMytilus edulisSpectrum Analysis, RamanWater Pollutants, ChemicalAnimalsEnvironmental MonitoringGillsPrincipal Component AnalysisCadmiumWater Pollutants, ChemicalCadmiumChemometricsMusselsRaman spectroscopy

Identifiers

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Registered trials

None linked

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.