Evidence map›Paper›PMID 41279847›Full record

ArticlebioRxiv : the preprint server for biology2025

Weak selection and stochastic processes limit the emergence of antigenic variants during household transmission of influenza A viruses.

Hunter J Ries, Joseph Lalli, Kelsey R Florek, Shari Barlow, Maureen Goss, Richard Griesser, Tonya Danz, Amra Uzicanin, Jonathan Temte, Thomas C Friedrich

Abstract readPreprint
In one paragraph

Article in bioRxiv : the preprint server for biology, 2025. 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

5 · Who and what money

Authors and funding

10 authors.

Hunter J RiesDepartment of Pathobiological Sciences, University of Wisconsin-Madison, Madison, Wisconsin, USA.ORCID 0000-0001-7280-4399
Joseph LalliDepartment of Pathobiological Sciences, University of Wisconsin-Madison, Madison, Wisconsin, USA.
Kelsey R FlorekWisconsin State Laboratory of Hygiene, Madison, Wisconsin, USA.
Shari BarlowDepartment of Family Medicine and Community Health, University of Wisconsin-Madison, Madison, Wisconsin, USA.
Maureen GossDepartment of Family Medicine and Community Health, University of Wisconsin-Madison, Madison, Wisconsin, USA.
Richard GriesserWisconsin State Laboratory of Hygiene, Madison, Wisconsin, USA.
Tonya DanzWisconsin State Laboratory of Hygiene, Madison, Wisconsin, USA.
Amra UzicaninNational Center for Emerging and Zoonotic Infectious Diseases, US Centers for Disease Control and Prevention, Atlanta, Georgia, USA (retired).
Jonathan TemteDepartment of Family Medicine and Community Health, University of Wisconsin-Madison, Madison, Wisconsin, USA.
Thomas C FriedrichDepartment of Pathobiological Sciences, University of Wisconsin-Madison, Madison, Wisconsin, USA.ORCID 0000-0001-9831-6895

Funding

Parasitology and Vector Biology Training ProgramT32AI007414 · NIAID · UNIVERSITY OF WISCONSIN-MADISON · PI Lyric Colleen Bartholomay · 1992 to 2026
$4.5M
Graduate Training in Cellular and Molecular Pathogenesis of Human DiseasesT32GM135119 · NIGMS · UNIVERSITY OF WISCONSIN-MADISON · PI Zsuzsanna Fabry · 2020 to 2026
$2.2M
NCEZID CDC HHS U01 CK000542NIAID NIH HHS T32 AI007414NIGMS NIH HHS T32 GM135119
6 · The paper itself

Abstract

Influenza viruses undergo antigenic drift, the gradual accumulation of mutations that cause antigenic changes in the viral surface proteins hemagglutinin (HA) and neuraminidase (NA). Although selection for antigenic variants is detectable on the global scale, the processes by which antigenic variants are generated and selected in individual hosts remain unclear. It has been hypothesized that selection for antigenic variants may occur during the establishment of a new infection, rather than over time in a single host. Here, we leveraged a large household cohort study to assess whether selection was detectable between acutely infected hosts. We investigated influenza A virus evolution using specimens from 384 children and household contacts with RT-PCR-confirmed influenza A infection, representing infections with A(H1N1)pdm09 and A(H3N2) viruses from 2017-19. In agreement with prior studies, we found that acute infections involved weak purifying selection across the viral genome. In addition, we identified 40 transmission events occurring in 31 households. During transmission, evolution between hosts was characterized by tight transmission bottlenecks and weak purifying selection. We found variability in the strength and direction of selection on antigenic regions of HA, but no clear evidence for selection of antigenic variants during transmission. Together, our results indicate that stochastic processes and weak natural selection dominate most acute influenza A virus infections and transmission events, and that selection of antigenic variants during transmission between acutely infected hosts is likely to be exceedingly rare.

Indexed as

A(H1N1)pdm09A(H3N2)Antigenic driftHemagglutinin antigenic sitesHousehold transmissionInfluenza A virusIntra-host single-nucleotide variantsPurifying selectionTransmission bottleneckWhole-genome sequencing

Identifiers

PMID41279847
PMCPMC12637474

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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.