Distinct Urinary Metabolomic Profiles in Cigarette vs. Next-Generation Nicotine Users

Authors

  • Rita Silva Associate Laboratory i4HB - Institute for Health and Bioeconomy, University of Porto, 4050-313, Porto, Portugal; UCIBIO – Applied Molecular Biosciences Unit, Laboratory of Toxicology, Faculty of Pharmacy, University of Porto, 4050-313, Porto, Portugal
  • Vânia Monteiro Associate Laboratory i4HB - Institute for Health and Bioeconomy, University of Porto, 4050-313, Porto, Portugal; UCIBIO – Applied Molecular Biosciences Unit, Laboratory of Toxicology, Faculty of Pharmacy, University of Porto, 4050-313, Porto, Portugal; 1H-TOXRUN – One Health Toxicology Research Unit, University Institute of Health Sciences (IUCS), CESPU CRL, 4585-116, Gandra, Portugal
  • Paula Guedes de Pinho Associate Laboratory i4HB - Institute for Health and Bioeconomy, University of Porto, 4050-313, Porto, Portugal; UCIBIO – Applied Molecular Biosciences Unit, Laboratory of Toxicology, Faculty of Pharmacy, University of Porto, 4050-313, Porto, Portugal
  • Joana Pinto Associate Laboratory i4HB - Institute for Health and Bioeconomy, University of Porto, 4050-313, Porto, Portugal; UCIBIO – Applied Molecular Biosciences Unit, Laboratory of Toxicology, Faculty of Pharmacy, University of Porto, 4050-313, Porto, Portugal https://orcid.org/0000-0001-9719-8364

DOI:

https://doi.org/10.48797/sl.2026.479

Keywords:

Poster

Abstract

Background:  Conventional cigarette smoking remains a leading cause of preventable morbidity and mortality, primarily due to systemic exposure to toxicants generated during combustion. Meanwhile, the rising use of electronic cigarettes (EC) and heated tobacco products (HTP) is reshaping nicotine use patterns; however, their biological effects differ from those of conventional cigarettes and remain incompletely characterized beyond targeted biomarkers. Urinary metabolomics provides a sensitive, integrative readout of host metabolism and xenobiotic processing, enabling detection of early biochemical perturbations and exposure signatures relevant to toxicological assessment and harm evaluation [1,2]. Objective: This study aimed to compare urinary metabolomic profiles among EC users, HTP users, conventional tobacco (CT) smokers, and non-smokers, to identify product-associated biochemical perturbations relevant to systemic toxicological effects. Methods: Urine samples from CT smokers, EC users, HTP users, and non-smokers (n=10 per group) were analyzed by gas chromatography-mass spectrometry (GC-MS) [3]. Metabolites were putatively identified using spectral library matching and comparison with standard compounds. Semi-quantitative data were assessed using multivariate and univariate statistical analyses. Results: A total of seventy-five urinary metabolites were consistently detected across all participant groups, including amino acids, organic acids, sugars, and other small polar compounds. While multivariate analyses showed no clear separation among the four groups, pairwise comparisons revealed significant metabolic differences. Compared with non-smokers, CT users showed increased levels of combustion-derived compounds (quinate, furoylglycine, guaiacol) and hippurate conjugates (2-hydroxyhippurate). EC users exhibited higher levels of amino acid metabolites (β-alanine and 3-methylhistidine) compared with both non-smokers and CT users, while energy-related intermediates were reduced (citrate) relative to CT users. HTP users showed elevated hippurate conjugates (2-hydroxyhippurate) compared with CT users, and lower levels of amino acid, carbohydrate, and nucleotide metabolites (3-methylhistidine, scyllo-inositol, 3-aminoisobutyrate, and uracil) compared with EC users. Conclusions: Urinary metabolomics identified product-specific metabolic signatures that distinguish CT from EC/HTP use, demonstrating its sensitivity as a tool for toxicological profiling of novel nicotine products.

References

1. Hsiao, Y.C. et al. Untargeted Metabolomics to Characterize the Urinary Chemical Landscape of E-Cigarette Users. Chem Res Toxicol 2023, 36, 630-642, doi:10.1021/acs.chemrestox.2c00346.

2. Harada, S. et al. Metabolomics Profiles Alterations in Cigarette Smokers and Heated Tobacco Product Users. J Epidemiol 2024, 34, 403-410, doi:10.2188/jea.JE20230170.

3. Chan, E.C. et al. Global urinary metabolic profiling procedures using gas chromatography-mass spectrometry. Nat Protoc 2011, 6, 1483–1499, doi:10.1038/nprot.2011.375.

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Published

2026-05-05

How to Cite

Silva, R., Monteiro, V., Guedes de Pinho, P., & Pinto, J. (2026). Distinct Urinary Metabolomic Profiles in Cigarette vs. Next-Generation Nicotine Users. Scientific Letters, 1(Sup 1). https://doi.org/10.48797/sl.2026.479

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