Evidence map›Paper›PMID 42136541›Full record

ArticleZoonoses and public health2026

Determining the Environmental and Ecological Factors Associated With Poultry Farm Spillover of Highly Pathogenic Avian Influenza (H5N1) in British Columbia, Canada.

Riley Oremush, Pascale Aubry, E Jane Parmley, Zvonimir Poljak, Amy Greer

Erratum issuedAbstract read
In one paragraph

Article in Zoonoses and public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

Who cites it

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No citing paper in PubMed yet.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

5 authors.

Riley OremushDepartment of Population Medicine, Ontario Veterinary College, University of Guelph, Guelph, Ontario, Canada.ORCID https://orcid.org/0000-0003-1848-8692
Pascale AubryCanadian Food Inspection Agency, Ottawa, Ontario, Canada.
E Jane ParmleyDepartment of Population Medicine, Ontario Veterinary College, University of Guelph, Guelph, Ontario, Canada.
Zvonimir PoljakDepartment of Population Medicine, Ontario Veterinary College, University of Guelph, Guelph, Ontario, Canada.
Amy GreerDepartment of Population Medicine, Ontario Veterinary College, University of Guelph, Guelph, Ontario, Canada.ORCID https://orcid.org/0000-0002-6366-0458

Funding

Canada Research ChairsNatural Sciences and Engineering Research Council of CanadaOne Health Modeling Network for Emerging Infectious DiseasesOntario Veterinary College, University of Guelph
6 · The paper itself

Abstract

introductionHighly pathogenic avian influenza (HPAI) H5N1, clade 2.3.4.4b is a global threat causing widespread outbreaks on poultry farms and high mortality among wild bird populations in Canada. Wild aquatic birds are generally recognised as key reservoir hosts for avian influenza viruses (AIV's). Furthermore, environmental weather variables have been hypothesised to play a critical role in the spread and persistence of HPAI in the external environment. During the 2022 outbreak of HPAI (H5N1) in Canada, many positive farm cases were identified via epidemiological investigations as independent introductions, likely a result of virus spillover from the external environment into the poultry farm. We investigated the association between recently occurring meteorological and wild bird occurrence factors and the likelihood of poultry farms in British Columbia testing positive for HPAI (H5N1) due to independent viral introductions.

methodsUsing a retrospective case-crossover analysis, this study produced a multivariable conditional logistic regression model examining weekly-averaged meteorological factors (n = 49) and a series of univariable models to examine wild bird occurrence across case and control periods for independent introductions of HPAI onto poultry farms in British Columbia (n = 48).

resultsDuring case periods, we found significant associations between the following variables: our multivariable analysis found elevated levels of precipitation and decreasing maximum relative humidity increased odds of independent introduction events. Additionally, the increasing occurrence of dabbling duck species groups, snow geese (Anser caerulescens) and short-billed gulls (Larus brachyrhynchus) during case periods was associated with increased odds of independent introduction events.

conclusionsThis research identifies key weather variables and increased occurrence of specific waterbird species groups in the weeks directly prior to case occurrence as predictive factors for the occurrence of independent introductions of HPAI (H5N1) onto British Columbia poultry farms. These findings help us better understand the weather and wild bird factors likely associated with the risk of spillover of HPAI to poultry farms in this region.

Indexed as

Influenza A Virus, H5N1 SubtypeInfluenza in BirdsPoultryPoultry DiseasesAnimalsAnimals, WildBritish ColumbiaDisease OutbreaksFarmsRetrospective StudiesWeatheravian influenzaecologyenvironmentpoultryprecipitationspillover

Identifiers

PMID42136541
PMCPMC13326997

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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.