Evidence map›Paper›PMID 41593364›Full record

ArticleNature microbiology2026

Genomic features associated with sustained mammalian transmission of avian influenza A viruses.

Yongtao Ye, Huiping Shuai, Yi Song, Marcus Ho-Hin Shum, David K Smith, Haogao Gu, Huachen Zhu, Joseph T Wu, Nicola S Lewis, Francesco Bonfante and 5 more

Abstract read
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In one paragraph

Article in Nature microbiology, 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

15 authors.

Yongtao YeState Key Laboratory of Emerging Infectious Diseases, The University of Hong Kong, Hong Kong SAR, People's Republic of China.
Huiping ShuaiDepartment of Microbiology, The University of Hong Kong, Hong Kong SAR, People's Republic of China.
Yi SongState Key Laboratory of Emerging Infectious Diseases, The University of Hong Kong, Hong Kong SAR, People's Republic of China.ORCID http://orcid.org/0000-0002-2054-967X
Marcus Ho-Hin ShumState Key Laboratory of Emerging Infectious Diseases, The University of Hong Kong, Hong Kong SAR, People's Republic of China.
David K SmithState Key Laboratory of Emerging Infectious Diseases, The University of Hong Kong, Hong Kong SAR, People's Republic of China.ORCID http://orcid.org/0000-0003-3608-0586
Haogao GuSchool of Public Health, The University of Hong Kong, Hong Kong SAR, People's Republic of China.
Huachen ZhuState Key Laboratory of Emerging Infectious Diseases, The University of Hong Kong, Hong Kong SAR, People's Republic of China.ORCID http://orcid.org/0000-0003-2711-0501
Joseph T WuSchool of Public Health, The University of Hong Kong, Hong Kong SAR, People's Republic of China.ORCID http://orcid.org/0000-0002-3155-5987
Nicola S LewisWorldwide Influenza Centre, The Francis Crick Institute, London, UK.
Francesco BonfanteIstituto Zooprofilattico Sperimentale delle Venezie, Legnaro, Italy.
Edward C HolmesLaboratory of Data Discovery for Health, Hong Kong SAR, People's Republic of China.ORCID http://orcid.org/0000-0001-9596-3552
Malik PeirisSchool of Public Health, The University of Hong Kong, Hong Kong SAR, People's Republic of China.ORCID http://orcid.org/0000-0001-8217-5995
Leo Lit-Man PoonSchool of Public Health, The University of Hong Kong, Hong Kong SAR, People's Republic of China.ORCID http://orcid.org/0000-0002-9101-7953
Yi GuanState Key Laboratory of Emerging Infectious Diseases, The University of Hong Kong, Hong Kong SAR, People's Republic of China. yguan@hku.hk.ORCID http://orcid.org/0000-0001-6057-9243
Tommy Tsan-Yuk LamState Key Laboratory of Emerging Infectious Diseases, The University of Hong Kong, Hong Kong SAR, People's Republic of China. ttylam@hku.hk.ORCID http://orcid.org/0000-0002-9769-1527

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Comparably few lineages of influenza A virus (IAV) have evolved long-term sustained transmission in mammals. The reasons remain largely unknown, and the possibility of avian IAVs evolving sustained mammalian transmission is an ongoing concern. Here we measured the GC content and frequency of GC dinucleotides in 115,520 whole genomes of IAVs using bioinformatic analyses. We found that persistent mammalian lineages showed declining trends in GC-related content and could be reliably separated from IAVs circulating only in birds and those sporadically infecting mammals. Similarly, the earliest viruses of persistent mammalian lineages showed reduced GC-related content, suggesting that this trait might in part contribute to their eventual persistence. Recent highly pathogenic 2.3.4.4b H5 viruses that spread in mink, foxes and humans were also characterized by reduced GC-related content. While not sufficient, reduced GC-related content may be a necessary condition for sustained mammalian transmission and should be included in risk assessment tools for pandemic influenza.

Indexed as

Genome, ViralInfluenza A virusInfluenza, HumanInfluenza in BirdsMammalsOrthomyxoviridae InfectionsAnimalsBase CompositionBirdsComputational BiologyHumansPhylogeny

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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.