Evidence map›Paper›PMID 40825116›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2025

Landscape changes elevate the risk of avian influenza virus diversification and emergence in the East Asian-Australasian Flyway.

Shenglai Yin, Chenchen Zhang, Claire S Teitelbaum, Yali Si, Geli Zhang, Xinxin Wang, Dehua Mao, Zheng Y X Huang, Willem Frederik de Boer, John Takekawa and 2 more

Abstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

  1. Genomic detection of highly pathogenic avian influenza H5N1 in Antarctic seabirds reveals connectivity with South American viral lineages.Brazilian journal of microbiology : [publication of the Brazilian Society for Microbiology] · 2026
    Article
  2. Article
  3. Review
  4. Article
  5. Article
  6. Landscape changes elevate the risk of avian influenza virus diversification and emergence in the East Asian-Australasian Flyway.Proceedings of the National Academy of Sciences of the United States of America · 2025
    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

12 authors.

Shenglai YinSchool of Biological Sciences, University of Oklahoma, Norman, OK 73019.ORCID 0000-0001-9889-9656
Chenchen ZhangSchool of Biological Sciences, University of Oklahoma, Norman, OK 73019.ORCID 0000-0003-0458-6232
Claire S TeitelbaumU.S. Geological Survey, Eastern Ecological Science Center, Laurel, MD 20708.ORCID 0000-0001-5646-3184
Yali SiDepartment of Environmental Biology, Institute of Environmental Sciences, Leiden University, Leiden 2333 CC, The Netherlands.ORCID 0000-0001-7107-9850
Geli ZhangCollege of Land Science and Technology, China Agricultural University, Beijing 100193, China.ORCID 0000-0002-0386-5646
Xinxin WangNational Observations and Research Station for Wetland Ecosystems of the Yangtze Estuary, School of Life Sciences, Fudan University, Shanghai 200438, China.
Dehua MaoKey Laboratory of Wetland Ecology and Environment, Northeast Institute of Geography and Agroecology, Chinese Academy of Sciences, Changchun, Jilin 130102, China.ORCID 0000-0003-3101-9153
Zheng Y X HuangDepartment of Zoology, School of Life Sciences, Nanjing Forestry University, Nanjing 210037, China.
Willem Frederik de BoerWildlife Ecology and Conservation Group, Wageningen University, Wageningen 6708 PB, The Netherlands.
John TakekawaSuisun Resource Conservation District, Suisun City, CA 94585.ORCID 0000-0003-0217-5907
Diann J ProsserU.S. Geological Survey, Eastern Ecological Science Center, Laurel, MD 20708.
Xiangming XiaoSchool of Biological Sciences, University of Oklahoma, Norman, OK 73019.ORCID 0000-0003-0956-7428

Funding

MOST | National Natural Science Foundation of China (NSFC) 32271605MOST | National Natural Science Foundation of China (NSFC) 41471347MOST | National Natural Science Foundation of China (NSFC) 42201129National Science Foundation (NSF) 2234970NSF | National Science Foundation Graduate Research Fellowship Program (GRFP) 2200310
6 · The paper itself

Abstract

Highly pathogenic avian influenza viruses (HPAIV) persistently threaten wild waterfowl, domestic poultry, and public health. The East Asian-Australasian Flyway plays a crucial role in HPAIV dynamics due to its large populations of migratory waterfowl and poultry. Over recent decades, this flyway has undergone substantial landscape changes, including both losses and gains of waterfowl habitats. These changes can affect waterfowl distributions, increase contact with poultry, and consequently alter ecological conditions that favor avian influenza virus (AIV) evolution. However, limited research has assessed these likely impacts. Here, we integrated empirical data and an individual-based model to simulate AIV transmission in migratory waterfowl and domestic poultry, including wild-to-poultry spillover and reassortment dynamics in poultry, across landscapes representing the years 2000 and 2015. We used the reassortment incidence as a proxy for ecological and transmission conditions that support viral diversification and the emergence of novel subtypes. Our simulations show that landscape change reshaped the waterfowl distribution, facilitated bird aggregation at improved habitats, increased coinfection, and raised reassortment rate by 1,593%, indicating a substantially higher potential for viral diversification and emergence. Model-generated risk maps show expanded and increased reassortment risk in southeastern China, the Yellow River Basin, and northeastern China. These findings suggest the importance of landscape change as a driver of potential AIV diversification and subtype emergence. This underscores the need for interdisciplinary approaches that integrate landscape dynamics, host movement, and viral evolution to better assess and mitigate future risk.

Indexed as

Influenza A virusInfluenza in BirdsAnimal MigrationAnimalsAsia, EasternBirdsEcosystemPoultryagent-based modelAIVhabitat availabilitymechanistic modelwaterfowl migration

Identifiers

PMID40825116
PMCPMC12403075

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.