Evidence map›Paper›PMID 41880345›Full record

ArticlePLoS pathogens2026

The impact of viral and host factors on the influenza A virus transmission bottleneck.

Kathryn C Krupinsky, Emily E Bendall, Yuwei Zhu, Melissa S Stockwell, Huong Q Nguyen, Jennifer K Meece, Yvonne Maldonado, Katherine D Ellingson, Karen Lutrick, Edwin J Asturias and 13 more

Abstract read
In one paragraph

Article in PLoS pathogens, 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

23 authors.

Kathryn C KrupinskyDepartment of Microbiology & Immunology, University of Michigan, Ann Arbor, Michigan, United States of America.
Emily E BendallDepartment of Microbiology & Immunology, University of Michigan, Ann Arbor, Michigan, United States of America.
Yuwei ZhuDepartment of Biostatistics, Vanderbilt University Medical Center, Nashville, Tennessee, United States of America.
Melissa S StockwellDepartment of Pediatrics and Department of Population and Family Health, Columbia University Irving Medical Center, New York, United States of America.
Huong Q NguyenMarshfield Clinic Research Institute, Marshfield, Wisconsin, United States of America.
Jennifer K MeeceMarshfield Clinic Research Institute, Marshfield, Wisconsin, United States of America.
Yvonne MaldonadoDepartment of Pediatrics, Stanford University, Palo Alto, California, United States of America.
Katherine D EllingsonDepartment of Epidemiology & Biostatistics, University of Arizona, Tucson, Arizona, United States of America.
Karen LutrickDepartment of Family and Community Medicine, University of Arizona, Tucson, Arizona, United States of America.
Edwin J AsturiasDepartment of Pediatrics, University of Colorado Anschutz Medical Campus, Aurora, Colorado United States of America.
Suchitra RaoDepartment of Pediatrics, University of Colorado Anschutz Medical Campus, Aurora, Colorado United States of America.
Natalie M BowmanDivision of Infectious Diseases, University of North Carolina, Chapel Hill, North Carolina United States of America.
Melissa RolfesInfluenza Division, Centers for Disease Control and Prevention, Atlanta, Georga, United States of America.
Jessica E BiddleInfluenza Division, Centers for Disease Control and Prevention, Atlanta, Georga, United States of America.
Alexandra MellisInfluenza Division, Centers for Disease Control and Prevention, Atlanta, Georga, United States of America.
Jonathan E SchmitzDepartment of Pathology, Vanderbilt University Medical Center, Nashville, Tennessee, United States of America.
James D ChappellDepartment of Pediatrics, Vanderbilt University Medical Center, Nashville, Tennessee, United States of America.
Natasha B HalasaDepartment of Pediatrics, Vanderbilt University Medical Center, Nashville, Tennessee, United States of America.
William J FitzsimmonsDivision of Infectious Diseases, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, United States of America.
Emily T MartinDepartment of Epidemiology, University of Michigan, Ann Arbor, Michigan, United States of America.
Carlos G GrijalvaDepartment of Health Policy, Vanderbilt University Medical Center, Nashville, Tennessee, United States of America.
H Keipp TalbotDepartment of Health Policy, Vanderbilt University Medical Center, Nashville, Tennessee, United States of America.
Adam S LauringDepartment of Microbiology & Immunology, University of Michigan, Ann Arbor, Michigan, United States of America.ORCID 0000-0003-2906-8335

Funding

Molecular Mechanisms of Microbial Pathogenesis Training ProgramT32AI007528 · NIAID · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI CARRUTHERS, VERNON BRUCE · 1998 to 2024
$6.8M
Evolution and Transmission of Influenza Virus in Natural Human InfectionR01AI148371 · NIAID · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI LAURING, ADAM, MARTIN, EMILY TOTH · 2020 to 2024
$3.6M
CDC HHS 75D30121C11656CDC HHS U01IP001083NIH HHS R01 AI148371NIH HHS T32 AI007528
6 · The paper itself

Abstract

Transmission bottlenecks are defined by the number of unique virions or genotypes that establish an infection, and they restrict viral diversity that passes from one infected host to another. Previous work identified a tight transmission bottleneck for seasonal influenza A virus (IAV) based on analysis of 43 household pairs, largely from a single A(H3N2) predominant season. While many viral and host factors are known to influence IAV transmission in households, their impact on the transmission bottleneck is not clear. Nasal swabs were collected daily from IAV infected individuals enrolled in two case-ascertained U.S. household transmission studies, FluTES (2017/2018-2019/2020 seasons) and RVTN (2021/2022 season). Viruses were sequenced in duplicate, and intrahost single nucleotide variants (iSNV) were identified at a 0·5% frequency threshold using a benchmarked pipeline with >99·99% specificity for mutations present in both replicates. Transmission pairs were defined based on co-residence, test date, and genetic distance. For each possible transmission pair, the bottleneck was estimated using a beta binomial and a clonal mutation model. We sequenced 567 samples from 319 individuals and 102 households in duplicate. Based on epidemiologic linkage and a sequence-based cut-off, we defined 59 transmission pairs for the beta binomial model and 56 transmission pairs for the clonal mutation model. Across all pairs, we identified a transmission bottleneck of 1 both using the beta-binomial model (CI 1, 1) and the clonal mutation model (CI: 1.00, 1.22). In our cohort, influenza season, subtype, and host factors (influenza vaccination status, sex, and age) did not alter the transmission bottleneck. IAV is subject to a tight genetic bottleneck during transmission, which limits onward propagation of newly arising nucleotide variants. Tight bottlenecks appear to be intrinsic to the transmission process, as host and viral factors within households do not affect its size.

Indexed as

Influenza A virusInfluenza A Virus, H3N2 SubtypeInfluenza, HumanHumans

Identifiers

PMID41880345
PMCPMC13038104

What Socratic holds

Textmetadata
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Read underepoch 390

Registered trials

None linked

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 Socratic graph.