Optimisation of Cotinine Extraction from Fingernails Using Response Surface Methodology for Fourier Transform Infrared Spectroscopy Analysis

The increasing use of electronic cigarettes (e-cigarettes) highlights the need for accessible and reliable biomarkers to assess nicotine exposure. Fingernails represent a non-invasive and stable keratin matrix capable of capturing the long-term incorporation of xenobiotics such as cotinine, the primary metabolite of nicotine. This study aimed to optimise cotinine extraction from fingernails using Response Surface Methodology (RSM) with a central composite design prior to quantification by attenuated total reflectance Fourier transform infrared (ATR-FTIR) spectroscopy. Three extraction variables were evaluated: NaOH concentration, extraction temperature, and extraction time. Numerical optimisation identified the optimal conditions as 3.74 M NaOH, 50 °C, and 40 min, yielding a predicted recovery of 84.06% with a high desirability value of 0.973. The calibration curve demonstrated excellent linearity (R2 = 0.9998), with a limit of detection of 14.5 µg kg−1 and a limit of quantification of 43.8 µg kg−1. The RSM model exhibited strong predictive performance, with an R2 of 0.9990, an adjusted R2 of 0.9982, and a predicted R2 of 0.9958, supported by a non-significant lack of fit and robust residual diagnostics. Application of the optimised protocol to real fingernail samples successfully differentiated e-cigarette smokers from non-smokers based on characteristic cotinine-associated FTIR spectral features and quantitative measurements, demonstrating the practical utility of the proposed method. Overall, this study establishes a rapid, chromatography-free, and cost-effective analytical approach for monitoring long-term nicotine exposure using keratin-based matrices.

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Journal
Chemistry
Published
2026-01-06
DOI
https://doi.org/10.3390/chemistry8010005
Citations
1
Primary Topic
Forensic Fingerprint Detection Methods
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article
Field-Weighted Citation Impact
25.65

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article

Optimisation of Cotinine Extraction from Fingernails Using Response Surface Methodology for Fourier Transform Infrared Spectroscopy Analysis

Muhammad Jefri Mohd Yusof, Eddy Saputra Rohmatul Amin, Shaun Wyrennraj Ganaprakasam, Nurul Ain Abu Bakar et al.
1 citations
Chemistry
Forensic Fingerprint Detection Methods
25.65
article

Optimisation of Cotinine Extraction from Fingernails Using Response Surface Methodology for Fourier Transform Infrared Spectroscopy Analysis

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

Abstract

The increasing use of electronic cigarettes (e-cigarettes) highlights the need for accessible and reliable biomarkers to assess nicotine exposure. Fingernails represent a non-invasive and stable keratin matrix capable of capturing the long-term incorporation of xenobiotics such as cotinine, the primary metabolite of nicotine. This study aimed to optimise cotinine extraction from fingernails using Response Surface Methodology (RSM) with a central composite design prior to quantification by attenuated total reflectance Fourier transform infrared (ATR-FTIR) spectroscopy. Three extraction variables were evaluated: NaOH concentration, extraction temperature, and extraction time. Numerical optimisation identified the optimal conditions as 3.74 M NaOH, 50 °C, and 40 min, yielding a predicted recovery of 84.06% with a high desirability value of 0.973. The calibration curve demonstrated excellent linearity (R2 = 0.9998), with a limit of detection of 14.5 µg kg−1 and a limit of quantification of 43.8 µg kg−1. The RSM model exhibited strong predictive performance, with an R2 of 0.9990, an adjusted R2 of 0.9982, and a predicted R2 of 0.9958, supported by a non-significant lack of fit and robust residual diagnostics. Application of the optimised protocol to real fingernail samples successfully differentiated e-cigarette smokers from non-smokers based on characteristic cotinine-associated FTIR spectral features and quantitative measurements, demonstrating the practical utility of the proposed method. Overall, this study establishes a rapid, chromatography-free, and cost-effective analytical approach for monitoring long-term nicotine exposure using keratin-based matrices.

ChemistryVol. 8(1)
Universiti Putra Malaysia (MY), Management and Science University (MY)
Management and Science University
Good health and well-being
Openalex Percentile: Top 2%
Forensic Fingerprint Detection Methods
25.65
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