ArticlePLoS pathogens2019
Childhood immune imprinting to influenza A shapes birth year-specific risk during seasonal H1N1 and H3N2 epidemics.
Article in PLoS pathogens, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 116 papers.
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Who cites it
116 citing papers in PubMed.
- Birth Cohort Effects in Adults Associated With Influenza A(H1N1)pdm09 Vaccine Effectiveness.The Journal of infectious diseases · 2026Article
- Effects of Age and Birth Cohort on Influenza A Virus Subtype-Specific Hospitalization Rates, United States, 2010-2025.The Journal of infectious diseases · 2026Article
- Potent type-specific de novo antibodies complement broadly reactive imprinted antibodies in immune responses to SARS-CoV-2 variants.Nature immunology · 2026Article
- What Antibody Repertoires See: Structural and Immunogenetic Insights Into Influenza A Virus Hemagglutinin Recognition.Immunological reviews · 2026Review
- mRNA-based influenza vaccine expands the B cell response breadth in humans.Nature immunology · 2026Observational
- The limitations of non-mechanistic methods for characterizing pathogen-pathogen interactions: A simulation study.PLoS computational biology · 2026Article
- Mechanisms Underlying the Induction of Immunological Imprinting by RNA Viruses and Intervention Strategies.Viruses · 2026Review
- Antigenic mapping of H2 influenza viruses recognized by ferret and human sera and predicting antigenically significant sites.mSphere · 2026Article
- T-cell-mediated immunity to influenza A (H2N3): implications for caccine efficacy and cross-subtype protection.Archives of microbiology · 2026Review
- Cross-reactive H5N1 Neuraminidase Antibodies by Age and Influenza A Imprinting Cohorts of the Past Century: Population-Based Serosurvey, British Columbia, Canada.The Journal of infectious diseases · 2026Article
- Cross-reactive human antibody responses to H5N1 influenza virus neuraminidase are shaped by immune history.Nature communications · 2026Article
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- Influenza vaccine responses differ between young children previously exposed to influenza antigens via infection versus vaccination.Communications medicine · 2026Article
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- Childhood immune imprinting shapes cohort and period influenza mortality.Science advances · 2026Article
- Birth imprinting effects on the antibody responses of H7N9 patients from 2013-2018 in China.Communications medicine · 2026Article
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- Multiplex serology reveals age-specific immunodynamics of respiratory pathogens in the wake of the COVID-19 pandemic.Nature communications · 2025Article
- Evolutionary trajectories and zoonotic potential of a PB2 mutation triad (I147T, K339T, and A588T) in avian influenza viruses.Veterinary research · 2025Article
56 more citing papers are in PubMed but not listed here.
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6 authors.
Funding
Abstract
Across decades of co-circulation in humans, influenza A subtypes H1N1 and H3N2 have caused seasonal epidemics characterized by different age distributions of cases and mortality. H3N2 causes the majority of severe, clinically attended cases in high-risk elderly cohorts, and the majority of overall deaths, whereas H1N1 causes fewer deaths overall, and cases shifted towards young and middle-aged adults. These contrasting age profiles may result from differences in childhood imprinting to H1N1 and H3N2 or from differences in evolutionary rate between subtypes. Here we analyze a large epidemiological surveillance dataset to test whether childhood immune imprinting shapes seasonal influenza epidemiology, and if so, whether it acts primarily via homosubtypic immune memory or via broader, heterosubtypic memory. We also test the impact of evolutionary differences between influenza subtypes on age distributions of cases. Likelihood-based model comparison shows that narrow, within-subtype imprinting shapes seasonal influenza risk alongside age-specific risk factors. The data do not support a strong effect of evolutionary rate, or of broadly protective imprinting that acts across subtypes. Our findings emphasize that childhood exposures can imprint a lifelong immunological bias toward particular influenza subtypes, and that these cohort-specific biases shape epidemic age distributions. As a consequence, newer and less "senior" antibody responses acquired later in life do not provide the same strength of protection as responses imprinted in childhood. Finally, we project that the relatively low mortality burden of H1N1 may increase in the coming decades, as cohorts that lack H1N1-specific imprinting eventually reach old age.
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