Evidence map›Paper›PMID 41950318›Full record

ArticleScience advances2026

Childhood immune imprinting shapes cohort and period influenza mortality.

Kylee A Hoffman, Chadi M Saad-Roy, Ayesha S Mahmud

Abstract read
In one paragraph

Article in Science advances, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors.

Kylee A HoffmanDepartment of Demography, University of California, Berkeley, CA, USA.ORCID 0000-0001-5291-1496
Chadi M Saad-RoyMiller Institute for Basic Research in Science, University of California, Berkeley, CA, USA.ORCID 0000-0002-2217-3071
Ayesha S MahmudDepartment of Demography, University of California, Berkeley, CA, USA.ORCID 0000-0002-2282-8613

Funding

Novel data and approaches for dynamic modeling of human behavior and infectious disease ecologyR35GM156856 · NIGMS · UNIVERSITY OF CALIFORNIA BERKELEY · PI Ayesha Sanchita Mahmud · 2024 to 2026
$1.2M
NIGMS NIH HHS R35 GM156856
6 · The paper itself

Abstract

Influenza viruses encountered in childhood can leave a lasting immunological imprint. To disentangle the mortality effects of age, the circulating seasonal strain, and immune history, we fit statistical mortality models to 54 years of influenza mortality data from the United States. We find strong signatures of subtype-level imprinting in H1N1-dominated seasons following the 2009 pandemic-cohorts imprinted with more similar H1N1 strains experience greater protection. Furthermore, we find large differences in age-specific mortality risk across cohorts based on their imprinted strain and the seasonal strains that were dominant throughout their lifetime. In contrast to older H1N1- and H2N2-imprinted cohorts, our results show that more recent cohorts imprinted with H3N2 have experienced substantially higher mortality through most of their lifetime. Our results highlight the long-term consequences of immune imprinting and its impact on period and cohort influenza mortality. Overall, our findings have important implications for vaccination efforts and future influenza mortality burden.

Indexed as

Genomic ImprintingInfluenza, HumanChildChild, PreschoolCohort StudiesHumansInfantInfluenza A Virus, H1N1 SubtypeInfluenza A Virus, H2N2 SubtypeInfluenza A Virus, H3N2 SubtypeSeasonsUnited States

Identifiers

PMID41950318
PMCPMC13060590

What OpenQuestion holds

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LicenceCC BY-NC
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.