Comparative risk-assessment of highly pathogenic avian influenza H5 viruses spread in French broiler and layer sectors

This article has been Reviewed by the following groups

Read the full article See related articles

Discuss this preprint

Start a discussion What are Sciety discussions?

Listed in

Log in to save this article

Abstract

Since 2015, French poultry production is threatened almost every year by a reintroduction of highly pathogenic avian influenza H5 viruses. The duck sector was the most concerned by this crisis but other sectors such as broiler, layer and turkey were also affected by outbreaks. The objective of this work was to assess the risk of highly pathogenic avian influenza H5 virus transmission from one farm to another within the French broiler and layer production network.

This study used the WOAH risk assessment framework. After drawing up a scenario tree of virus transmission from one farm to another, data were collected through a literature review or through experts’ elicitation. Three questionnaires were developed according to the experts’ field of expertise: avian influenza, broiler and layer sectors. The experts’ estimates were combined using a beta distribution weighted by their confidence level. A Monte Carlo iteration process was used to combine the different probabilities of the scenario tree and to assess the transmission risk.

In the broiler sector, the highest transmission probabilities were observed if the exposed farm was an indoor broiler farm and the source a broiler farm (indoor or free-range). The high transmission probability between broiler farms integrated within the same association suggests that integration is an important risk factor. Person movement, transport of feed and manure management were the pathways with the highest transmission probabilities between two integrated indoor broiler farms with good biosecurity levels. In the layer sector, the highest transmission probabilities were observed if the source farm was a free-range farm and the exposed farm a production farm (indoor or free-range). The pathways with the highest transmission probabilities were egg transport and person movement. The sensitivity analysis showed that the exposed farm’s biosecurity had a significant impact on the transmission probability.

Our results provide an insight on the role of each type of farms in the virus spread within the French broiler and layer production sectors and will be useful for the implementation of control measures such as movement restriction or vaccination.

Article activity feed

  1. Avian influenza outbreaks pose a global threat, causing substantial economic losses and posing zoonotic risks to human health worldwide. Since 2015, France has confronted recurrent waves of highly pathogenic H5 avian influenza (HPAI), which have been originally introduced by migrating wild birds. The fattening duck sector—vital for “foie gras” production—is massively impacted [1–3]. In the duck sector, live bird movements between rearing, breeding, and force-feeding stages have been a major vector for virus dissemination. However, broiler and layer farms have also experienced significant outbreaks, with 329 cases reported in chicken farms between 2020 and 2022. Broiler and layer production systems differ significantly: broilers move directly from farm to slaughterhouse, while layers undergo two stages (pullet rearing and layer production), necessitating live bird transport between sites. Even without such movements, indirect pathways—including contaminated equipment, feed delivery, egg collection, manure management, and human activity—present also high transmission risks [4, 5]. Direct human-bird contact, especially by veterinarians and staff working across multiple farms, remains particularly hazardous. The study from Hautefeuille and collaborators evaluates HPAI transmission risks within France’s broiler and layer sectors using the World Organization for Animal Health risk assessment framework [6]. This article is highly relevant to the One Health concept, which links environmental, animal and human health, and is also very timely. Data were collected through literature reviews and expert questionnaires (six to seven experts per questionnaire), with estimates combined using a Monte Carlo iterative process. The analysis focuses on indirect transmission routes—such as human contact, vehicle transport, and shared equipment—and examines how farm type, production stage, farming conditions, and integration level influence spread. Biosecurity’s impact on transmission probabilities is also assessed, with a sensitivity analysis further exploring its role. However, the study does not address cross-sector transmission. Results indicate quite surprisingly that, in the broiler sector, the highest transmission risk occurs between indoor farms, particularly those integrated within the same production association. Key pathways include personnel movement, feed transport, and manure management, even in farms with established biosecurity protocols. In the layer sector, free-range source farms pose the greatest risk to both indoor and free-range production farms, with egg transport and personnel movement as primary transmission routes. Sensitivity analysis confirms that higher biosecurity standards significantly reduce vulnerability as expected. These findings highlight the critical influence of farm type, integration, and biosecurity on virus spread, offering a foundation for targeted interventions—such as movement restrictions, enhanced biosecurity protocols, and vaccination—to mitigate future outbreaks and protect France’s poultry industry. The study’s key strengths are its quite innovative application of expert elicitation and scenario tree modeling to systematically rank HPAI transmission risks. This approach yields practical, evidence-based insights that can directly inform targeted risk management strategies. However, limitations include reliance on expert opinion rather than empirical data, potential biases from arbitrary assumptions, and a focus on relative rather than absolute risk. Also, the 2020 data may not fully reflect current HPAI dynamics. Overall, the study is representing a mature and valuable contribution to this important field of research for virologists, veterinarians, and specialists of avian and public health.

    References 

    1.        Briand F-X, Schmitz A, Ogor K, Le Prioux A, Guillou-Cloarec C, Guillemoto C, Allée C, Le Bras M-O, Hirchaud E, Quenault H, Touzain F, Cherbonnel-Pansart M, Lemaitre E, Courtillon C, Gares H, Daniel P, Fediaevsky A, Massin P, Blanchard Y, Eterradossi N, Van Der Werf S, Jestin V, Niqueux E (2017) Emerging highly pathogenic H5 avian influenza viruses in France during winter 2015/16: phylogenetic analyses and markers for zoonotic potential. Euro Surveill 22:30473. https://doi.org/10.2807/1560-7917.ES.2017.22.9.30473

    2.        Lambert S, Durand B, Andraud M, Delacourt R, Scoizec A, Le Bouquin S, Rautureau S, Bauzile B, Guinat C, Fourtune L, Guérin J, Paul MC, Vergne T (2022) Two major epidemics of highly pathogenic avian influenza virus H5N8 and H5N1 in domestic poultry in France, 2020-2022. Transbound Emerg Dis 69:3160–3166. https://doi.org/10.1111/tbed.14722

    3.        Napp S, Majó N, Sánchez-Gónzalez R, Vergara-Alert J  (2018) Emergence and spread of highly pathogenic avian influenza A(H5N8) in Europe in 2016-2017. Transboundary and Emerging Diseases 65:1217–1226. https://doi.org/10.1111/tbed.12861

    4.        Delpont M, Blondel V, Robertet L, Duret H, Guerin J-L, Vaillancourt J-P, Paul MC (2018) Biosecurity practices on foie gras duck farms, Southwest France. Prev Vet Med 158:78–88. https://doi.org/10.1016/j.prevetmed.2018.07.012

    5.        Guinat C, Durand B, Vergne T, Corre T, Rautureau S, Scoizec A, Lebouquin-Leneveu S, Guérin J-L, Paul MC (2020) Role of Live-Duck Movement Networks in Transmission of Avian Influenza, France, 2016-2017. Emerg Infect Dis 26:472–480. https://doi.org/10.3201/eid2603.190412

    6.        Hautefeuille C, Muñoz F, Dauphin G, Paul M, Peyre M, Goutard F (2025) Comparative risk-assessment of highly pathogenic avian influenza H5 viruses spread in French broiler and layer sectors. bioRxiv, ver.6 peer-reviewed and recommended by PCI Animal Science. https://doi.org/10.1101/2024.09.11.612235