Evidence map›Paper›PMID 42415653›Full record

ArticleJMIR research protocols2026

Characterizing the Epidemiology of Influenza A Viruses at the Swine-Human Interface: Study Protocol of the PigFluCam+ Project in Cambodia.

Hannah Holt, Arata Hidano, William T M Leung, Monivan Chhour, Sokmony Yib, Monidarin Chou, Vonthanak Saphonn, Chan Leakhena Phoeung, Ty Chhay, Sothyra Tum and 8 more

Abstract read
In one paragraph

Article in JMIR research protocols, 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
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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

18 authors.

Hannah HoltDepartment of Global Health and Development, London School of Hygiene and Tropical Medicine, Keppel Street, London, WC1E 7HT, United Kingdom, 44 02076368636.ORCID 0000-0002-0892-0034
Arata HidanoDepartment of Global Health and Development, London School of Hygiene and Tropical Medicine, Keppel Street, London, WC1E 7HT, United Kingdom, 44 02076368636.ORCID 0000-0003-1707-5319
William T M LeungDepartment of Global Health and Development, London School of Hygiene and Tropical Medicine, Keppel Street, London, WC1E 7HT, United Kingdom, 44 02076368636.ORCID 0000-0003-1616-175X
Monivan ChhourUniversity of Health Sciences, Phnom Penh, Cambodia.ORCID 0000-0003-0033-8418
Sokmony YibUniversity of Health Sciences, Phnom Penh, Cambodia.ORCID 0009-0000-6639-5947
Monidarin ChouUniversity of Health Sciences, Phnom Penh, Cambodia.ORCID 0000-0002-5533-2673
Vonthanak SaphonnUniversity of Health Sciences, Phnom Penh, Cambodia.ORCID 0000-0002-5620-0517
Chan Leakhena PhoeungUniversity of Health Sciences, Phnom Penh, Cambodia.ORCID 0000-0002-6538-3597
Ty ChhayLivestock Development for Community Livelihood Organization, Phnom Penh, Cambodia.ORCID 0000-0003-3821-2407
Sothyra TumGeneral Directorate of Animal Health and Production, Ministry of Agriculture, Forestry and Fisheries, National Animal Health Research Institute, Phnom Penh, Cambodia.ORCID 0000-0002-6730-7264
Sina VorLivestock Development for Community Livelihood Organization, Phnom Penh, Cambodia.ORCID 0009-0006-9426-1915
Sokchea HuyLivestock Development for Community Livelihood Organization, Phnom Penh, Cambodia.ORCID 0000-0001-6709-8661
San SornGeneral Directorate of Animal Health and Production, Ministry of Agriculture, Forestry and Fisheries, National Animal Health Research Institute, Phnom Penh, Cambodia.
Foong Ying WongProgramme in Emerging Infectious Diseases, Duke-NUS Medical School, Singapore, Singapore.ORCID 0000-0001-5685-0504
Michael ZellerProgramme in Emerging Infectious Diseases, Duke-NUS Medical School, Singapore, Singapore.ORCID 0000-0001-5505-6931
Gavin J D SmithProgramme in Emerging Infectious Diseases, Duke-NUS Medical School, Singapore, Singapore.ORCID 0000-0001-5031-468X
Yvonne C F SuProgramme in Emerging Infectious Diseases, Duke-NUS Medical School, Singapore, Singapore.ORCID 0000-0003-4349-9211
James W RudgeDepartment of Global Health and Development, London School of Hygiene and Tropical Medicine, Keppel Street, London, WC1E 7HT, United Kingdom, 44 02076368636.ORCID 0000-0002-3031-3820

Funding

Department of Defense HDTRA11810051
6 · The paper itself

Abstract

Background: Influenza A viruses are a significant cause of global morbidity, mortality, and economic losses. Swine are considered an important host for pandemic emergence; however, knowledge on the ecology and evolution of swine influenza viruses in relation to pig production and exchange systems is limited. The PigFluCam+ project was first initiated in 2019 as a One Health-focused research collaboration between public and animal health stakeholders in Cambodia. Objective: The primary objectives of the project were to (1) describe the epidemiology and diversity of swine influenza A viruses (swIAVs) in the Cambodian pig sector, (2) assess the risk of zoonotic influenza transmission across different occupations, (3) characterize the pig trade network, (4) develop mathematical models of swIAV transmission to target control activities, and (5) promote in-country One Health research and surveillance. This paper presents the methods and approaches used by the project, serving as a resource for future research initiatives with similar aims. Methods: These approaches consist of systematic sample collections and survey studies. Influenza surveillance in pigs was conducted over 2 years through repeated (monthly) cross-sectional sampling at 18 slaughterhouses across 4 provinces. Phylogenetic analysis was used to describe the diversity of swIAVs detected and was used to develop antigens for Luminex xMAP assays for screening human and pig sera. Cross-sectional surveys among actors in the pig value chain characterized pig production practices and trading networks. In parallel, a cohort study was carried out involving households with and without occupational exposure to live pigs to compare the seroprevalence of influenza A viruses among different swine-associated occupational groups. Results: The surveys began in 2020 and despite disruptions caused by the COVID-19 pandemic and the introduction of African Swine Fever into the region, the project has generated a wealth of data. Over 4000 pigs were sampled at slaughterhouses, and network surveys collected pig production and trading data from 379 study participants. Higher influenza A seroprevalence (960/2399, 40%) and prevalence (37/2413, 1.5%) were found among pigs from commercial farms, compared to smallholder farms (seroprevalence 8.9%, 95/1066; prevalence 0.6%, 6/1071). Duration at slaughterhouse and seroprevalence correlated positively, suggesting potential transmission after leaving the farm. A total of 997 individuals were recruited into the cohort study, with 775 consenting to provide at least 1 serum sample. Funding for the project ended in September 2025; 3 results papers and 1 PhD thesis have been published, with analysis and publication expected to be completed by the end of 2026. Conclusions: This project has developed surveillance protocols and modern technologies for establishing active zoonotic disease surveillance. These efforts support the region's capability to effectively identify zoonotic pathogens and enhance the prediction and response to zoonotic outbreaks and pandemic risk associated with pig production systems in the Lower Mekong region.

Indexed as

Influenza A virusInfluenza, HumanOrthomyxoviridae InfectionsSwine DiseasesAnimalsCambodiaHumansSwineZoonosesCambodiaOne HealthpigsSwine influenzazoonosis

Identifiers

PMID42415653
PMCPMC13342692

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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.