Evidence map›Paper›PMID 42091586›Full record

ArticleNature communications2026

Disentangling the drivers and host-mediated global spread of H7 influenza A virus.

Rongrong Qu, Luming Yang, Siqing Li, Can Chen, Huihui Zhang, Kexin Cao, Wenkai Zhou, Mengsha Chen, Jiani Miao, Jiaxing Qi and 6 more

Abstract read
In one paragraph

Article in Nature communications, 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
–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

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

16 authors.

Rongrong Qu *Department of Emergency Medicine of Second Affiliated Hospital, School of Public Health, Zhejiang University School of Medicine, Hangzhou, China.ORCID http://orcid.org/0000-0001-8589-504X
Luming Yang *Department of Electrical and Computer Engineering, College of Engineering, The Ohio State University, Columbus, OH, USA.ORCID http://orcid.org/0009-0002-5277-3278
Siqing LiDepartment of Statistics and Data Science, College of Science, Southern University of Science and Technology, Shenzhen, China.
Can ChenDepartment of Emergency Medicine of Second Affiliated Hospital, School of Public Health, Zhejiang University School of Medicine, Hangzhou, China.ORCID http://orcid.org/0009-0004-3703-1764
Huihui ZhangDepartment of Emergency Medicine of Second Affiliated Hospital, School of Public Health, Zhejiang University School of Medicine, Hangzhou, China.ORCID http://orcid.org/0009-0000-7699-6703
Kexin CaoDepartment of Emergency Medicine of Second Affiliated Hospital, School of Public Health, Zhejiang University School of Medicine, Hangzhou, China.
Wenkai ZhouDepartment of Emergency Medicine of Second Affiliated Hospital, School of Public Health, Zhejiang University School of Medicine, Hangzhou, China.
Mengsha ChenDepartment of Emergency Medicine of Second Affiliated Hospital, School of Public Health, Zhejiang University School of Medicine, Hangzhou, China.ORCID http://orcid.org/0009-0004-4070-5168
Jiani MiaoDepartment of Emergency Medicine of Second Affiliated Hospital, School of Public Health, Zhejiang University School of Medicine, Hangzhou, China.
Jiaxing QiDepartment of Emergency Medicine of Second Affiliated Hospital, School of Public Health, Zhejiang University School of Medicine, Hangzhou, China.ORCID http://orcid.org/0009-0009-2914-217X
Qianqian FengDepartment of Emergency Medicine of Second Affiliated Hospital, School of Public Health, Zhejiang University School of Medicine, Hangzhou, China.ORCID http://orcid.org/0009-0006-1184-581X
Jiaxin ChenDepartment of Emergency Medicine of Second Affiliated Hospital, School of Public Health, Zhejiang University School of Medicine, Hangzhou, China.ORCID http://orcid.org/0009-0003-9521-3569
Anqi DaiDepartment of Emergency Medicine of Second Affiliated Hospital, School of Public Health, Zhejiang University School of Medicine, Hangzhou, China.ORCID http://orcid.org/0009-0009-3527-4793
Xiaoyue WuDepartment of Emergency Medicine of Second Affiliated Hospital, School of Public Health, Zhejiang University School of Medicine, Hangzhou, China.ORCID http://orcid.org/0009-0003-2590-0128
Jingtong ZhouDepartment of Emergency Medicine of Second Affiliated Hospital, School of Public Health, Zhejiang University School of Medicine, Hangzhou, China.ORCID http://orcid.org/0009-0003-4435-2390
Shigui YangDepartment of Emergency Medicine of Second Affiliated Hospital, School of Public Health, Zhejiang University School of Medicine, Hangzhou, China. yangshigui@zju.edu.cn.ORCID http://orcid.org/0000-0002-0147-297X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Avian influenza H7 viruses pose a significant zoonotic and pandemic threat, yet their evolutionary dynamics, spatial transmission patterns, and host-specific roles remain underexplored. This study integrates phylodynamic and phylogeographic analyses to map global H7 dissemination, quantify host-specific contributions, and identify key ecological and anthropogenic drivers. Epidemiological data show key epidemic waves in Asia during 2013-2014 and 2016-2017, and in Africa in 2023. The Eurasian and American lineages of H7 viruses exhibit transmission with a median velocity of ~661 km/year and ~354 km/year, though spread varies significantly by virus subtype. Anseriformes (~587 km/year) and wild birds (~654 km/year) spread the Eurasian lineage of H7 viruses more rapidly and over greater distances than Galliformes and domestic birds. Geographic distance is negatively associated with the spread of the H7 virus, while temperature and poultry density show positive association. In this work, we identify Asia as an important H7 virus evolutionary epicenter. Anseriformes drives transcontinental spread, whereas Galliformes facilitates local amplification. The dynamics of the H7 virus are shaped by ecological and socioeconomic factors. A One Health approach emphasizing targeted surveillance and global cooperation is essential to mitigate cross-species transmission and future pandemic threats.

Indexed as

Influenza A virusInfluenza, HumanInfluenza in BirdsAfricaAnimalsAnimals, WildAsiaBirdsHumansPhylogenyPhylogeographyPoultry

Identifiers

PMID42091586
PMCPMC13351079

What OpenQuestion holds

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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.