Evidence map›Paper›PMID 42388832›Full record

ArticleOne health (Amsterdam, Netherlands)2026

A phylogeny-informed mathematical modeling of HPAI H5N1 transmission dynamics and effectiveness of control measures.

Oluwatosin Babasola, Mohamed Bakheet, Christina Næsborg-Nielsen, Sachin Subedi, M H M Mubassir, Justin Bahl

Abstract read
In one paragraph

Article in One health (Amsterdam, Netherlands), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

6 authors.

Oluwatosin BabasolaCollege of Veterinary Medicine, Department of Infectious Diseases, University of Georgia, Athens, GA, United States of America.
Mohamed BakheetCollege of Veterinary Medicine, Department of Infectious Diseases, University of Georgia, Athens, GA, United States of America.
Christina Næsborg-NielsenCollege of Veterinary Medicine, Department of Infectious Diseases, University of Georgia, Athens, GA, United States of America.
Sachin SubediCenter for Ecology of Infectious Diseases, University of Georgia, Athens, GA, United States of America.
M H M MubassirCenter for Ecology of Infectious Diseases, University of Georgia, Athens, GA, United States of America.
Justin BahlCollege of Veterinary Medicine, Department of Infectious Diseases, University of Georgia, Athens, GA, United States of America.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Highly pathogenic avian influenza (HPAI) H5N1 continues to pose a zoonotic risk due to its transmission among wild birds and domestic poultry, with sporadic spillover events to humans. Phylogenetic and surveillance studies indicate that such spillover is driven mainly by interactions among avian hosts rather than by sustained human to human transmission. However, many existing models examine these host groups separately, which limits the understanding of how cross-species interactions influence the spillover risk. To address this gap, we develop a mechanistic model that describes the transmission dynamics within and between wild birds, domestic birds, and humans. Using this framework, reproduction thresholds are derived for each host group, and sensitivity analysis is performed to identify parameters that most strongly influenced the transmission. Numerical simulations examine the effects of inter species interactions on human HPAI H5N1 infection and assess the performance of different control measures. Simulation results show that vaccination with high efficacy and sufficient coverage reduces reproduction thresholds across host groups and decreases human infection, while reduced contact between birds and humans further limits spillover risk. An optimal control formulation is used to evaluate intervention strategies and the results indicate that the combined implementation of environmental sanitation and targeted poultry culling leads to the greatest reduction in transmission and a lower likelihood of human infection. These findings clarify how cross-species interactions shape zoonotic risk and provide a theoretical basis for evaluating control strategies in multi-host systems.

Indexed as

Bird fluControl measureOptimal controlPhylogenySensitivity analysisVaccinationZoonotic transmission

Identifiers

PMID42388832
PMCPMC13321377

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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.