Evidence map›Paper›PMID 39817666›Full record

ReviewEmerging microbes & infections2025

Ecological drivers of evolution of swine influenza in the United States: a review.

Varun Goel, Jessica Ding, Bijaya Hatuwal, Emily Giri, Thomas J Deliberto, James Lowe, Richard Webby, Michael Emch, Xiu-Feng Wan

Abstract readReview
In one paragraph

Review in Emerging microbes & infections, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing 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

8 citing papers in PubMed.

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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

9 authors.

Varun GoelDepartment of Geography, University of South Carolina, Columbia, SC, USA.ORCID 0000-0002-2933-427X
Jessica DingDepartment of Geography and Environment, University of North Carolina, Chapel Hill, NC, USA.
Bijaya HatuwalNexGen Center for Influenza and Emerging Infectious Diseases, University of Missouri, Columbia, MO, USA.ORCID 0009-0002-5636-4463
Emily GiriNexGen Center for Influenza and Emerging Infectious Diseases, University of Missouri, Columbia, MO, USA.
Thomas J DelibertoUS Department of Agriculture Animal and Plant Health Inspection Service, Fort Collins, CO, USA.ORCID 0000-0003-1115-1472
James LoweDepartment of Veterinary Clinical Medicine, University of Illinois at Urbana-Champaign, Urbana, IL, USA.ORCID 0000-0002-9773-6000
Richard WebbyDepartment of Infectious Diseases, St. Jude Children's Research Hospital, Memphis, TN, USA.ORCID 0000-0002-4397-7132
Michael EmchDepartment of Geography and Environment, University of North Carolina, Chapel Hill, NC, USA.ORCID 0000-0003-2642-965X
Xiu-Feng WanNexGen Center for Influenza and Emerging Infectious Diseases, University of Missouri, Columbia, MO, USA.ORCID 0000-0003-2629-9234

Funding

From Biological to Social Processes: Interdisciplinary Training in Life Course ResearchT32HD091058 · NICHD · UNIV OF NORTH CAROLINA CHAPEL HILL · PI ROBERT A HUMMER, Amanda L Thompson · 2017 to 2026
$4.3M
NICHD NIH HHS T32 HD091058
6 · The paper itself

Abstract

Influenza A viruses (IAVs) pose a major public health threat due to their wide host range and pandemic potential. Pigs have been proposed as "mixing vessels" for avian, swine, and human IAVs, significantly contributing to influenza ecology. In the United States, IAVs are enzootic in commercial swine farming operations, with numerous genetic and antigenic IAV variants having emerged in the past two decades. However, the dynamics of intensive swine farming systems and their interactions with ecological factors influencing IAV evolution have not been systematically analysed. This review examines the evolution of swine IAVs in commercial farms, highlighting the role of multilevel ecological factors. A total of 61 articles published after 2000 were reviewed, with most studies conducted after 2009 in Midwestern US, followed by Southeast and South-central US. The findings reveal that ecological factors at multiple spatial scales, such as regional transportation networks, interconnectedness of swine operations, farm environments, and presence of high-density, low-genetic diversity herds, can facilitate virus transmission and enhance virus evolution. Additionally, interactions at various interfaces, such as between commercial swine and feral swine, humans, or wild birds contribute to the increase in genetic diversity of swine IAVs. The review underscores the need for comprehensive studies and improved data collection to better understand the ecological dynamics influencing swine IAV evolution. This understanding is crucial for mitigating disease burden in swine production and reducing the risk of zoonotic influenza outbreaks.

Indexed as

Evolution, MolecularInfluenza A virusOrthomyxoviridae InfectionsSwine DiseasesAnimalsBirdsGenetic VariationHumansInfluenza, HumanSwineUnited Statescommercial swine farmecologyevolutionH1N1H3N2Influenza A virusswine Influenza virus

Identifiers

PMID39817666
PMCPMC11780704

What OpenQuestion holds

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LicenceCC BY
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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 OpenQuestion graph.