IDEAS home Printed from https://ideas.repec.org/a/plo/pone00/0235629.html
   My bibliography  Save this article

Investigating the added value of biomarkers compared with self-reported smoking in predicting future e-cigarette use: Evidence from a longitudinal UK cohort study

Author

Listed:
  • Jasmine N Khouja
  • Marcus R Munafò
  • Caroline L Relton
  • Amy E Taylor
  • Suzanne H Gage
  • Rebecca C Richmond

Abstract

Biomarkers can be used to assess smoking behaviour more accurately and objectively than self-report. This study assessed the association between cotinine (a biomarker of smoke exposure) and later e-cigarette use among a population who were unexposed to e-cigarettes in youth. Young people in the Avon Longitudinal Study of Parents and Children took part in the study. We observed associations between cotinine at 15 years (measured between 2006 and 2008 before the wide availability of e-cigarettes) and self-reported ever use of e-cigarettes at 22 (measured between 2014 and 2015 when e-cigarettes were widely available) using logistic regression. A range of potential confounders were adjusted for (age, sex, body mass index, alcohol use and passive smoke exposure). Additionally, we adjusted for the young people’s self-reported smoking status/history to explore potential misreporting and measurement error. In a sample of N = 1,194 young people, cotinine levels consistent with active smoking at 15 years were associated with increased odds of e-cigarette ever use at 22 years (Odds Ratio [OR] = 7.24, 95% CI 3.29 to 15.93) even when self-reported active smoking status at age 16 (OR = 3.14, 95% CI 1.32 to 7.48) and latent classes of smoking behaviour from 14 to 16 (OR = 2.70, 95% CI 0.98 to 7.44) were included in the model. Cotinine levels consistent with smoking in adolescence were strongly associated with increased odds of later e-cigarette use, even after adjusting for reported smoking behaviour at age 16 and smoking transitions from 14 to 16.

Suggested Citation

  • Jasmine N Khouja & Marcus R Munafò & Caroline L Relton & Amy E Taylor & Suzanne H Gage & Rebecca C Richmond, 2020. "Investigating the added value of biomarkers compared with self-reported smoking in predicting future e-cigarette use: Evidence from a longitudinal UK cohort study," PLOS ONE, Public Library of Science, vol. 15(7), pages 1-15, July.
    • Handle: RePEc:plo:pone00:0235629
    DOI: 10.1371/journal.pone.0235629
    as

    Download full text from publisher

    File URL: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0235629
    Download Restriction: no
    File URL: https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0235629&type=printable
    Download Restriction: no
    File URL: https://libkey.io/10.1371/journal.pone.0235629?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Sungroul Kim, 2016. "Overview of Cotinine Cutoff Values for Smoking Status Classification," IJERPH, MDPI, vol. 13(12), pages 1-15, December.
    2. Wells, A.J. & English, P.B. & Posner, S.F. & Wagenknecht, L.E. & Perez-Stable, E.J., 1998. "Misclassification rates for current smokers misclassified as nonsmokers," American Journal of Public Health, American Public Health Association, vol. 88(10), pages 1503-1509.
    3. Linda Bauld & Anne Marie MacKintosh & Brian Eastwood & Allison Ford & Graham Moore & Martin Dockrell & Deborah Arnott & Hazel Cheeseman & Ann McNeill, 2017. "Young People’s Use of E-Cigarettes across the United Kingdom: Findings from Five Surveys 2015–2017," IJERPH, MDPI, vol. 14(9), pages 1-12, August.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Nakata, Akinori & Ikeda, Tomoko & Takahashi, Masaya & Haratani, Takashi & Hojou, Minoru & Fujioka, Yosei & Araki, Shunichi, 2006. "Non-fatal occupational injury among active and passive smokers in small- and medium-scale manufacturing enterprises in Japan," Social Science & Medicine, Elsevier, vol. 63(9), pages 2452-2463, November.
    2. Marisa A. Patti & Craig Newschaffer & Melissa Eliot & Ghassan B. Hamra & Aimin Chen & Lisa A. Croen & M. Daniele Fallin & Irva Hertz-Picciotto & Geetika Kalloo & Jane C. Khoury & Bruce P. Lanphear & K, 2021. "Gestational Exposure to Phthalates and Social Responsiveness Scores in Children Using Quantile Regression: The EARLI and HOME Studies," IJERPH, MDPI, vol. 18(3), pages 1-17, January.
    3. Walton Sumner & Konstantinos Farsalinos, 2018. "Lessons and Guidance from the Special Issue on Electronic Cigarette Use and Public Health," IJERPH, MDPI, vol. 15(7), pages 1-9, June.
    4. Sungroul Kim, 2016. "Overview of Cotinine Cutoff Values for Smoking Status Classification," IJERPH, MDPI, vol. 13(12), pages 1-15, December.
    5. Neil McKeganey & Marina Barnard, 2018. "Change and Continuity in Vaping and Smoking by Young People: A Qualitative Case Study of A Friendship Group," IJERPH, MDPI, vol. 15(5), pages 1-10, May.
    6. Anna Maria Stabile & Alessandra Pistilli & Desirée Bartolini & Eleonora Angelucci & Marco Dell’Omo & Gabriele Di Sante & Mario Rende, 2022. "Short-Term Effects of Side-Stream Smoke on Nerve Growth Factor and Its Receptors TrKA and p75 NTR in a Group of Non-Smokers," IJERPH, MDPI, vol. 19(16), pages 1-11, August.
    7. Hyun-Seung Lee & Ji-Hyun Cho & Young-Jin Lee & Do-Sim Park, 2022. "Effect of Second-Hand Smoke Exposure on Establishing Urinary Cotinine-Based Optimal Cut-Off Values for Smoking Status Classification in Korean Adults," IJERPH, MDPI, vol. 19(13), pages 1-14, June.
    8. E. Melinda Mahabee-Gittens & Ashley L. Merianos & Patricia C. Fulkerson & Lara Stone & Georg E. Matt, 2019. "The Association of Environmental Tobacco Smoke Exposure and Inflammatory Markers in Hospitalized Children," IJERPH, MDPI, vol. 16(23), pages 1-10, November.
    9. Tingzhong Yang & Abu S. Abdullah & Li Li & Ian R. H. Rockett & Yan Lin & Jun Ying & Wei Guo & Dan Wu & Mu Li, 2013. "Public Place Smoke-Free Regulations, Secondhand Smoke Exposure and Related Beliefs, Awareness, Attitudes, and Practices among Chinese Urban Residents," IJERPH, MDPI, vol. 10(6), pages 1-14, June.
    10. Michael Short & Adam Geoffrey Cole, 2021. "Factors Associated with E-Cigarette Escalation among High School Students: A Review of the Literature," IJERPH, MDPI, vol. 18(19), pages 1-10, September.
    11. Virtanen, Marianna & Kivimäki, Mika & Kouvonen, Anne & Elovainio, Marko & Linna, Anne & Oksanen, Tuula & Vahtera, Jussi, 2007. "Average household income, crime, and smoking behaviour in a local area: The Finnish 10-Town study," Social Science & Medicine, Elsevier, vol. 64(9), pages 1904-1913, May.
    12. Ilona Wężyk-Caba & Małgorzata Znyk & Radosław Zajdel & Łukasz Balwicki & Anna Tyrańska-Fobke & Grzegorz Juszczyk & Karolina Zajdel & Beata Świątkowska & Dorota Kaleta, 2022. "Determinants of E-Cigarette and Cigarette Use among Youth and Young Adults in Poland—PolNicoYouth Study," IJERPH, MDPI, vol. 19(18), pages 1-12, September.
    13. Jiyeon Yang & Shervin Hashemi & Wonseok Han & Yoojin Song & Youngwook Lim, 2022. "Exposure and Risk Assessment of Second- and Third-Hand Tobacco Smoke Using Urinary Cotinine Levels in South Korea," IJERPH, MDPI, vol. 19(6), pages 1-19, March.
    14. Ellen Meara, 2001. "Why is Health Related to Socioeconomic Status?," NBER Working Papers 8231, National Bureau of Economic Research, Inc.
    15. Jae Won Hong & Jung Hyun Noh & Dong-Jun Kim, 2018. "The prevalence of and factors associated with urinary cotinine-verified smoking in Korean adults: The 2008–2011 Korea National Health and Nutrition Examination Survey," PLOS ONE, Public Library of Science, vol. 13(6), pages 1-14, June.
    16. Lorna Porcellato & Kim Ross-Houle & Zara Quigg & Jane Harris & Charlotte Bigland & Rebecca Bates & Hannah Timpson & Ivan Gee & Julie Bishop & Ashley Gould & Alisha R. Davies, 2020. "Welsh Primary Schoolchildren’s Perceptions of Electronic Cigarettes: A Mixed Methods Study," IJERPH, MDPI, vol. 17(10), pages 1-16, May.
    17. David T. Levy & Christopher J. Cadham & Yameng Li & Zhe Yuan & Alex C. Liber & Hayoung Oh & Nargiz Travis & Mona Issabakhsh & David T. Sweanor & Luz Maria Sánchez-Romero & Rafael Meza & K. Michael Cum, 2022. "A Decision-Theoretic Public Health Framework for Heated Tobacco and Nicotine Vaping Products," IJERPH, MDPI, vol. 19(20), pages 1-17, October.
    18. Patrick B. Bendik & Sharyn M. Rutt & Brittany N. Pine & Connie S. Sosnoff & Benjamin C. Blount & Wanzhe Zhu & June Feng & Lanqing Wang, 2022. "Anabasine and Anatabine Exposure Attributable to Cigarette Smoking: National Health and Nutrition Examination Survey (NHANES) 2013–2014," IJERPH, MDPI, vol. 19(15), pages 1-13, August.
    19. Kevin T. Caron & Wanzhe Zhu & John T. Bernert & Lanqing Wang & Benjamin C. Blount & Kristin Dortch & Ronald E. Hunter & Tia Harmon & J. Ricky Akins & James Tsai & David M. Homa & James L. Pirkle & Con, 2022. "Geometric Mean Serum Cotinine Concentrations Confirm a Continued Decline in Secondhand Smoke Exposure among U.S. Nonsmokers—NHANES 2003 to 2018," IJERPH, MDPI, vol. 19(10), pages 1-16, May.
    20. Melissa Parnell & Lawrence Foweather & Greg Whyte & John Dickinson & Ivan Gee, 2021. "Associations between Second-Hand Tobacco Smoke Exposure and Cardiorespiratory Fitness, Physical Activity, and Respiratory Health in Children," IJERPH, MDPI, vol. 18(21), pages 1-23, October.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:plo:pone00:0235629. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: plosone (email available below). General contact details of provider: https://journals.plos.org/plosone/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.