Evidence map›Paper›PMID 41263243›Full record

ArticleAnalytical chemistry2025

Fluorescence-Guided Raman Spectroscopy with an Integrated Adapter for Faster and Cost-Effective Microplastic Detection.

Anna Kukkola, Liam Kelleher, Iseult Lynch, Stefan Krause

Abstract read
In one paragraph

Article in Analytical chemistry, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Review
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

4 authors.

Anna KukkolaSchool of Geography, Earth and Environmental Sciences, University of Birmingham, Edgbaston, Birmingham B15 2TT, United Kingdom.ORCID 0000-0002-7008-0371
Liam KelleherSchool of Geography, Earth and Environmental Sciences, University of Birmingham, Edgbaston, Birmingham B15 2TT, United Kingdom.ORCID 0000-0001-6392-8875
Iseult LynchSchool of Geography, Earth and Environmental Sciences, University of Birmingham, Edgbaston, Birmingham B15 2TT, United Kingdom.ORCID 0000-0003-4250-4584
Stefan KrauseSchool of Geography, Earth and Environmental Sciences, University of Birmingham, Edgbaston, Birmingham B15 2TT, United Kingdom.ORCID 0000-0003-2521-2248

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Microplastic (MP) research is a rapidly evolving field, with their presence extensively evidenced across all environmental and biological matrices. However, the lack of standardized detection techniques in MP studies presents challenges in obtaining consistent and reliable results. This study introduces an integrated analytical approach within a single instrument, enhancing efficiency and accuracy in MP analysis. A cost-effective adapter was developed to seamlessly combine fluorescence staining with Nile Red and Raman spectroscopy for MP identification and polymer type determination. The system's principle and performance were evaluated using ten different stained polymer types, demonstrating compatibility with both measurement modalities without interference. The validity was assessed by using environmental samples, including river and drinking water samples, which were analyzed using the system. An average reduction of 84 ± 8% (33 min) in analysis time was achieved, with 87 ± 6% of MPs correctly identified (19 out of 22 spectra measured) in comparison to measurements without fluorescence guided prescreening, where only 9 ± 3% of MPs were identified (10 out of 108 spectra measured). This approach improved analytical accuracy due to prescreening selectivity with fluorescence, leading to measurement times being drastically reduced. These findings suggest that the proposed system offers a significant cost-effective advancement for laboratories using Raman spectroscopy, enabling greater selectivity and higher sample throughput.

Indexed as

MicroplasticsSpectrum Analysis, RamanWater Pollutants, ChemicalCost-Benefit AnalysisFluorescenceOxazinesSpectrometry, FluorescenceMicroplasticsnile redOxazinesWater Pollutants, Chemical

Identifiers

PMID41263243
PMCPMC12676507

What OpenQuestion holds

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LicenceCC BY
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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.