Influenza-like illness in cigarette smokers and electronic-cigarette users: a secondary analysis from the PAIVED study
Background: The Pragmatic Assessment of Influenza Vaccine Effectiveness in the Department of Defense (PAIVED) study was a clinical trial of three influenza vaccines in military beneficiaries enrolled at 10 military treatment facilities over four influenza seasons (2018/19-2021/22). This secondary analysis aimed to assess the relationship between cigarette smoking and e-cigarette use and influenza-like illness (ILI) incidence and severity. Methods: Demographic information, including cigarette smoking and e-cigarette use, was collected at enrollment. ILIs were identified during the influenza season of enrollment using weekly surveys. ILI symptoms were reported using the inFLUenza Patient-Reported Outcome (FLU-PRO) instrument. The relationship between smoking status and risk of reporting an ILI was estimated using Poisson regression; ILI severity was compared by cigarette smoking and e-cigarette use using multivariable linear regression. Results: Among 8,708 participants with cigarette smoking status, 4.3% were current smokers and 11.9% were former smokers. Current cigarette smokers reported higher respiratory domain scores (0.24 (95% CI: 0.07, 0.41)) than non-smokers; former cigarette smokers were at higher risk of reporting an ILI than non-smokers [rate ratio 1.11 (95% CI: 1.02, 1.20)] and reported ILI episodes that were on average 1.23 days longer in duration (95% CI: 0.29, 2.17). Among 8,119 participants with e-cigarette use status, 3.9% were current users and 2.6% were former users. Current e-cigarette users reported more than one additional day with limited activity (1.14 days, 95% CI: 0.10, 2.18) and 0.78 additional days with fever (95% CI, 0.20, 1.35); former e-cigarette users were at higher risk of reporting an ILI than nonusers [rate ratio 1.20 (95% CI, 1.04, 1.38)] and reported higher respiratory domain scores than non-users (0.27 (95% CI 0.08, 0.46)). Conclusion: We observed slightly higher ILI risk in former cigarette smokers and e-cigarette users, longer symptom duration in former cigarette smokers, and higher respiratory symptom scores in current cigarette smokers and former e-cigarette users compared to non-smokers/users. Findings in this secondary analysis are exploratory and hypothesis-generating; additional studies are needed to confirm the relationships reported here.
Authors
- Kat Schmidt (ORCID: https://orcid.org/0000-0002-1240-6767)
- R P Jones
- Stephanie A Richard (ORCID: https://orcid.org/0000-0002-0530-384X)
- Bruce McClenathan (ORCID: https://orcid.org/0009-0009-6717-667X)
- Tahaniyat Lalani (ORCID: https://orcid.org/0000-0002-9361-2991)
- Christina Schofield (ORCID: https://orcid.org/0000-0002-0367-4495)
- David Hrncir
- John H. Powers (ORCID: https://orcid.org/0000-0002-5150-5119)
- Mark P. Simons (ORCID: https://orcid.org/0000-0002-4316-9709)
- A Markelz
- Rhonda E Colombo (ORCID: https://orcid.org/0000-0003-0154-1928)
- Srihari Seshadri (ORCID: https://orcid.org/0000-0002-0540-4843)
- Christian Coles (ORCID: https://orcid.org/0009-0006-2573-0706)
- Limone Collins
- Simon Pollett
- Alan Williams
- Catherine M. Berjohn
- Ryan C. Maves
- Anuradha Ganesan
- Drake H. Tilley
- Adam Saperstein
- Laurie Housel
- Robert J. O’Connell
- Christina Spooner
- Katrin Mende
- Timothy H. Burgess
- Wesley Campbell
Institutions
- Henry M. Jackson Foundation (US)
- Brooke Army Medical Center (US)
- Naval Medical Center San Diego (US)
- Naval Medical Center Portsmouth (US)
- Madigan Army Medical Center (US)
- Womack Army Medical Center (US)
- Uniformed Services University of the Health Sciences (US)
- Wilford Hall Ambulatory Surgical Center (US)
- Carl R. Darnall Army Medical Center (US)
- Defense Health Agency (US)
- Walter Reed National Military Medical Center (US)
- Frederick National Laboratory for Cancer Research (US)
- Wake Forest University (US)
- Joint Base San Antonio (US)
Publication Details
- Journal
- Frontiers in Public Health
- Published
- 2026-04-16
- DOI
- https://doi.org/10.3389/fpubh.2026.1725232
- Primary Topic
- Influenza Virus Research Studies
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Henry M. Jackson Foundation
- National Institutes of Health
- Uniformed Services University of the Health Sciences
- Defense Health Agency
- National Cancer Institute
- National Institute of Allergy and Infectious Diseases
- NIH Clinical Center