Evidence map›Paper›PMID 41828780›Full record

ArticleMolecules (Basel, Switzerland)2026

Chemometric Analysis of Fourier Transform Infrared Spectra for the Detection of Cotinine in Fingernails of E-Cigarette Users.

Yong Gong Yu, Putera Danial Izzat Kamaruzaman, Shaun Wyrennraj Ganaprakasam, Nurul Ain Abu Bakar, Eddy Saputra Rohmatul Amin, Muhammad Jefri Mohd Yusof

Abstract read
In one paragraph

Article in Molecules (Basel, Switzerland), 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

6 authors.

Yong Gong YuSchool of Graduate Studies, Postgraduate Centre, Management and Science University, University Drive, Off Persiaran Olahraga, Shah Alam 40100, Malaysia.
Putera Danial Izzat KamaruzamanDepartment of Diagnostic and Allied Health Science, Faculty of Health and Life Sciences, Management and Science University, University Drive, Off Persiaran Olahraga, Shah Alam 40100, Malaysia.
Shaun Wyrennraj GanaprakasamDepartment of Diagnostic and Allied Health Science, Faculty of Health and Life Sciences, Management and Science University, University Drive, Off Persiaran Olahraga, Shah Alam 40100, Malaysia.
Nurul Ain Abu BakarDepartment of Diagnostic and Allied Health Science, Faculty of Health and Life Sciences, Management and Science University, University Drive, Off Persiaran Olahraga, Shah Alam 40100, Malaysia.ORCID 0000-0002-6615-0736
Eddy Saputra Rohmatul AminDepartment of Medicine, Faculty of Medicine and Health Sciences, Universiti Putra Malaysia, Serdang 43400, Malaysia.ORCID 0009-0003-6292-8517
Muhammad Jefri Mohd YusofDepartment of Diagnostic and Allied Health Science, Faculty of Health and Life Sciences, Management and Science University, University Drive, Off Persiaran Olahraga, Shah Alam 40100, Malaysia.ORCID 0000-0001-8634-563X

Funding

Management and Science University SG-006-022022-FHLSManagement and Science University SG-019-022023-FHLS
6 · The paper itself

Abstract

Nicotine exposure from e-cigarette use remains a growing public health concern, necessitating reliable biomarkers and analytical approaches for long-term exposure assessment. This study aimed to investigate the feasibility of detecting and classifying cotinine, the primary metabolite of nicotine, in fingernails of e-cigarette users using Fourier transform infrared (FTIR) spectroscopy coupled with chemometric analysis. Fingernail samples were collected and extracted from 30 e-cigarette users and 30 non-smokers. Infrared spectra were acquired in attenuated total reflectance mode and analysed using principal component analysis (PCA) and partial least squares discriminant analysis (PLS-DA) for classification and prediction. Distinct spectral features associated with cotinine were observed in smoker samples, particularly an absorption band near 1277 cm

Indexed as

CotinineElectronic Nicotine Delivery SystemsNailsBiomarkersDiscriminant AnalysisHumansLeast-Squares AnalysisNicotinePrincipal Component AnalysisROC CurveSpectroscopy, Fourier Transform InfraredBiomarkersCotinineNicotinebiomarkerkeratinmultivariate analysisnicotinespectroscopy

Identifiers

PMID41828780
PMCPMC12985746

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.