Contact behavior and serological evidence of influenza reinfection across three post-COVID-19 pandemic seasons in a nationwide German cohort
Abstract Background Influenza remains a global public health burden. While interpersonal contacts drive transmission, their association with individual-level reinfection risk is not well quantified, particularly in the post-COVID-19 period. We assessed the relationship between contact frequency and serological evidence of influenza reinfection across three consecutive seasons. Methods In this multicentre, population-based panel study conducted between 2020 and 2024, binding antibody titers against hemagglutinin antigens of three influenza subtypes (A(H1N1), A(H3N2), and B) were measured by a bead-based multiplex immunoassay. Serological evidence of influenza reinfection was defined by fold-changes relative to the preceding season; with adjustments to minimize misclassification due to influenza vaccination. Logistic regression models were designed to estimate crude odds ratios (ORs) and DAG-informed adjusted odds ratios (aORs) for reinfection associated with total, household, and non-household contacts. Results Serological reinfection was detected in 14% (2021/22), 17% (2022/23), and 12% (2023/24) of participants. Among self-reported unvaccinated participants, reinfection was detected in 6%, 13% and 17% across the respective seasons. Non-household contacts were associated with increased odds of reinfection in one season (2022/23: aOR 1.008, 95% CI 1.002–1.014), while household contacts were associated with higher odds of reinfection in two seasons (2022/23: aOR 1.285, 95% CI 0.905–1.823; 2023/24: aOR 1.267, 95% CI 0.685–2.343). Conclusions Serological evidence of reinfection among unvaccinated participants in comparison with all participants aligned more closely with surveillance data in 2021/22. Residual misclassification of vaccination or preceding infections may partly explain the absence of an association in 2021/22. Associations between contact behavior and reinfection were season-specific, with household contacts showing the strongest and most consistent effects.
Authors
- Olga Hovardovska (ORCID: https://orcid.org/0000-0003-0361-895X)
- Melanie Schienle (ORCID: https://orcid.org/0000-0001-6000-5653)
- Philipp Dönges (ORCID: https://orcid.org/0000-0003-4275-7311)
- Berit Lange (ORCID: https://orcid.org/0000-0002-9325-9307)
- Isti Rodiah (ORCID: https://orcid.org/0000-0003-4365-1615)
- Cornelia Gottschick (ORCID: https://orcid.org/0000-0002-5822-1055)
- Daniel Junker (ORCID: https://orcid.org/0000-0001-6083-1453)
- Carolina Judith Klett-Tammen (ORCID: https://orcid.org/0000-0001-9685-5369)
- Nicole Schneiderhan‐Marra (ORCID: https://orcid.org/0000-0001-6785-181X)
- Daniel Wolffram (ORCID: https://orcid.org/0000-0003-0318-3669)
- Patrick Marsall (ORCID: https://orcid.org/0000-0003-1302-6851)
- Nils Bardeck (ORCID: https://orcid.org/0000-0003-3993-0742)
- Sebastián Contreras (ORCID: https://orcid.org/0000-0001-8909-774X)
- Torben Heinsohn (ORCID: https://orcid.org/0000-0002-1175-2633)
- Manuela Harries (ORCID: https://orcid.org/0000-0001-5238-0103)
- Jana Prokein
- Johanna Marie Griesbaum (ORCID: https://orcid.org/0000-0002-8000-2684)
- Alex Dulovic (ORCID: https://orcid.org/0000-0003-0017-6738)
- Viola Priesemann (ORCID: https://orcid.org/0000-0001-8905-5873)
- Johannes Bracher (ORCID: https://orcid.org/0000-0002-3777-1410)
- André Karch (ORCID: https://orcid.org/0000-0003-3014-8543)
- Veronika K. Jaeger (ORCID: https://orcid.org/0000-0002-6913-0976)
- Ulrich Reinacher (ORCID: https://orcid.org/0000-0003-0798-3057)
- Felix Guenther
- Madeleine Fandrich (ORCID: https://orcid.org/0009-0007-5750-7274)
- Rafael Mikolajczyk
- Carolina Klett-Tammen
- Wolfgang Bock
- Claudia Denkinger
- Laura-Inés Boehler
- Tyll Krüger
- Rolf Kaiser
- Heiko Hampel (ORCID: https://orcid.org/0009-0003-6447-845X)
- Alex Kuhlmann
- Michael Böhm
- Lisa Koeppe
Institutions
- University of Münster (DE)
- Medizinische Hochschule Hannover (DE)
- Natural and Medical Sciences Institute (DE)
- Helmholtz Centre for Infection Research (DE)
- University of Tübingen (DE)
Publication Details
- Journal
- Infection
- Published
- 2026-10-03
- DOI
- https://doi.org/10.1007/s15010-026-02947-z
- Primary Topic
- Influenza Virus Research Studies
- Type
- article
- Field-Weighted Citation Impact
- 0.00