Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
Observational Study
. 2025 Mar 3;8(3):e2462544.
doi: 10.1001/jamanetworkopen.2024.62544.

Nicotine Exposure From Smoking Tobacco and Vaping Among Adolescents

Affiliations
Observational Study

Nicotine Exposure From Smoking Tobacco and Vaping Among Adolescents

David Hammond et al. JAMA Netw Open. .

Erratum in

  • Omission in the Funding/Support Section.
    [No authors listed] [No authors listed] JAMA Netw Open. 2025 Aug 1;8(8):e2534609. doi: 10.1001/jamanetworkopen.2025.34609. JAMA Netw Open. 2025. PMID: 40880095 Free PMC article. No abstract available.

Abstract

Importance: It remains unknown whether nicotine intake among youths who vape is lower, comparable, or higher than among youths who smoke.

Objective: To examine potential differences in biomarkers of exposure to nicotine (1) between adolescents who smoke tobacco, vape, both vape and smoke (dual use), or do not use; (2) between adolescents in 3 countries; and (3) by nicotine content and form in the vaping product last used among adolescents who exclusively vaped.

Design, setting, and participants: This population-based, observational cross-sectional study invited adolescents aged 16 to 19 years in Canada, England, and the US who had previously completed national surveys to participate in a biomarker study based on their vaping and smoking status. Participants completed questionnaires and self-collected urine samples between September 2019 and January 2022. Analyses were conducted in February 2023 and between January and June 2024.

Exposures: Vaping, tobacco smoking, dual use, or no use in the past 7 days.

Main outcomes and measures: Urine concentration of cotinine, trans-3'-hydroxycotinine (3OH-cotinine), and total nicotine equivalents (TNE-2; molar sum of cotinine and 3OH-cotinine), normalized for creatinine concentration.

Results: Among the 364 participants (mean [SD] age, 17.6 [1.1] years; 203 females [55.8%]) who provided usable urine samples and completed questionnaires, no differences in TNE-2 concentration were observed between adolescents who exclusively vaped (n = 73; geometric mean [SD], 3.10 [16.69] nmol/mg creatinine), exclusively smoked (n = 68; geometric mean [SD], 3.78 [18.00] nmol/mg creatinine), or both vaped and smoked (n = 77; geometric mean [SD], 6.07 [19.08] nmol/mg creatinine) in the past week, adjusting for creatinine concentration, age, sex, country, and cannabis use. All vaping and/or smoking groups had higher concentrations of TNE-2 than no use (n = 146; geometric mean [SD], 0.19 [1.14] nmol/mg creatinine; P < .001 for all contrasts). Among adolescents who exclusively vaped (n = 73), TNE-2 concentrations were not significantly different between those who reported using products containing more than 20 mg/mL nicotine (n = 33; geometric mean [SD], 4.35 [18.25] nmol/mg creatinine) and containing 20 mg/mL nicotine or less (n = 28; geometric mean [SD], 5.13 [15.64] nmol/mg creatinine). Reported use of vaping products containing nicotine salts (n = 23) was associated with higher concentration of TNE-2 (geometric mean [SD], 10.78 [18.03] nmol/mg creatinine) than reported use of products without nicotine salts (n = 29; geometric mean [SD], 2.72 [15.42] nmol/ng creatinine; P = .03) or reporting "don't know" (n = 14; geometric mean [SD], 1.55 [15.01] nmol/ng creatinine; P = .009). Similar patterns of exposure were observed for cotinine and 3OH-cotinine.

Conclusions and relevance: This cross-sectional study found that vaping was associated with similar nicotine exposure as smoking among adolescents. Reported use of a nicotine salt product was associated with higher nicotine exposure among those who exclusively vaped, consistent with findings from laboratory and population studies indicating greater dependence for nicotine salt e-cigarettes.

PubMed Disclaimer

Conflict of interest statement

Conflict of Interest Disclosures: Prof Hammond reported receiving grants from Health Canada and the National Institutes of Health (NIH) during the conduct of the study and personal fees as an expert witness for public health authorities outside the submitted work. Ms Reid reported receiving grants from the NIH and Health Canada Substance Use and Addictions Program (SUAP) during the conduct of the study. Dr Goniewicz reported receiving grants from Pfizer and personal fees from Johnson & Johnson, the US Food and Drug Administration, the World Health Organization (WHO), and the Campaign for Tobacco-Free Kids; serving on the International Association for the Study of Lung Cancer Tobacco Control and Smoking Cessation Committee; and serving on the American Association for Cancer Research Tobacco Product and Cancer Subcommittee outside the submitted work. Dr McNeill reported receiving grants from the National Institute for Health and Care Research (NIHR) Public Health Research Programme during the conduct of the study. Prof O'Connor reported receiving grants from the NIH during the conduct of the study; grants from the Roswell Park Alliance Foundation, the Louis Skarlow Memorial Trust, and the NIH outside the submitted work; and personal fees from BMJ Journals, the WHO, and the NIH outside the submitted work. Dr Brose reported receiving grants from the NIHR Public Health Research Programme during the conduct of the study. Dr Robson reported receiving grants from the King’s College London NIHR Public Health Research Programme during the conduct of the study. No other disclosures were reported.

Figures

Figure 1.
Figure 1.. Nicotine Metabolites by Past-Week Vaping and Tobacco Smoking Status
Boxplots represent median (IQR) values, whiskers represent minimum and maximum nonoutlier values for creatinine level–adjusted biomarker values within groups, and dots represent outliers. Some outliers were excluded for clarity of presentation. 3OH-cotinine indicates trans-3′-hydroxycotinine; TNE-2, total nicotine equivalents. Separate linear regression models for concentration of each biomarker (log-transformed) included testing all pairwise comparisons between past-week vaping and/or smoking status groups, adjusting for creatinine, country, age, sex, and past-week cannabis use. Significant differences between groups are noted; all other comparisons were not significantly different (see eTable 3 in Supplement 1 for model estimates and P values for all pairwise comparisons). aSignificant difference between the no use group and the vaping group (P < .001 for each of cotinine, 3OH-cotinine, and TNE-2, respectively). bSignificant difference between the no use group and the smoking group (P < .001 for each of cotinine, 3OH-cotinine, and TNE-2, respectively). cSignificant difference between the no use group and the dual use group (P < .001 for each of cotinine, 3OH-cotinine, and TNE-2, respectively).
Figure 2.
Figure 2.. Nicotine Biomarkers by Nicotine Characteristics of Last Vaping Product Used Among Adolescents Who Reported Vaping Exclusively in the Past Week
Boxplots represent median (IQR) values, whiskers represent minimum and maximum nonoutlier values for creatinine level–adjusted biomarker values within user groups, and dots represent outliers. 3OH-cotinine indicates trans-3′-hydroxycotinine; TNE-2, total nicotine equivalents. Separate linear regression models for concentration of each biomarker (log transformed) included testing all pairwise comparisons between groups, adjusting for creatinine, country, age, sex, and past-week cannabis use. Significant differences between groups are noted; all other comparisons were not significantly different (see eTable 5 and eTable 6 in Supplement 1 for model estimates and P values for all pairwise comparisons). aSignificant difference between the no nicotine group and the up to 20 mg/mL nicotine group (P = .001 for cotinine, P = .004 for 3OH-cotinine, and P = .002 for TNE-2, respectively). bSignificant difference between the no nicotine group and the more than 20 mg/mL nicotine group (P = .04 for cotinine). cSignificant difference between the up to 20 mg/mL nicotine group and the “don’t know” group (P = .01 for cotinine, 3OH-cotinine, and TNE-2, respectively). dExcluding those reporting no nicotine in the last vaping product used. eSignificant difference between the nicotine salt group and the “don’t know” group (P = .004 for cotinine, P = .02 for 3OH-cotinine, and P = .009 for TNE-2, respectively). fSignificant difference between the not salt group and the nicotine salt group (P = .02 for 3OH-cotinine and P = .03 for TNE-2, respectively).

References

    1. Benowitz NL. Nicotine addiction. N Engl J Med. 2010;362(24):2295-2303. doi: 10.1056/NEJMra0809890 - DOI - PMC - PubMed
    1. National Academies of Sciences, Engineering, and Medicine. Public Health Consequences of E-Cigarettes. National Academies Press; 2018. doi: 10.17226/24952. - DOI - PubMed
    1. Hiler M, Breland A, Spindle T, et al. Electronic cigarette user plasma nicotine concentration, puff topography, heart rate, and subjective effects: influence of liquid nicotine concentration and user experience. Exp Clin Psychopharmacol. 2017;25(5):380-392. doi: 10.1037/pha0000140 - DOI - PMC - PubMed
    1. WHO Study Group on Tobacco Product Regulation . Report on the scientific basis of tobacco product regulation: seventh report of a WHO study group. WHO Technical Report Series, No. 1015. October 24, 2019. Accessed June 27, 2024. https://www.who.int/publications/i/item/who-study-group-on-tobacco-produ...
    1. UK Office for Health Improvement & Disparities . Chapter 7: biomarkers of exposure. In Nicotine Vaping in England: 2022 Evidence Update Summary. 2022. Accessed February 6, 2023. https://www.gov.uk/government/publications/nicotine-vaping-in-england-20...

Publication types