Evidence map›Paper›PMID 42539268›Full record

ArticlebioRxiv : the preprint server for biology2026

Evolutionary constraints limit additional mammalian adaptation of bovine-derived H5N1 influenza viruses in ferrets.

Heather M Machkovech, Wanting Wei, Chunyang Gu, Lizheng Guan, Asim Biswas, Tadashi Maemura, Tong Wang, Lavanya Babujee, Peter J Halfmann, Amie J Eisfeld and 4 more

Abstract readPreprint
In one paragraph

Article in bioRxiv : the preprint server for biology, 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

14 authors.

Heather M MachkovechDepartment of Pathobiological Sciences, University of Wisconsin-Madison, Madison, WI, 53706, USA.ORCID 0000-0001-5033-0786
Wanting WeiDepartment of Pathobiological Sciences, University of Wisconsin-Madison, Madison, WI, 53706, USA.ORCID 0000-0002-9613-3371
Chunyang GuInfluenza Research Institute, Department of Pathobiological Sciences, University of Wisconsin-Madison, Madison, WI, USA.ORCID 0009-0000-9362-766X
Lizheng GuanInfluenza Research Institute, Department of Pathobiological Sciences, University of Wisconsin-Madison, Madison, WI, USA.ORCID 0000-0003-4498-0568
Asim BiswasInfluenza Research Institute, Department of Pathobiological Sciences, University of Wisconsin-Madison, Madison, WI, USA.ORCID 0000-0002-4999-4697
Tadashi MaemuraInfluenza Research Institute, Department of Pathobiological Sciences, University of Wisconsin-Madison, Madison, WI, USA.
Tong WangInfluenza Research Institute, Department of Pathobiological Sciences, University of Wisconsin-Madison, Madison, WI, USA.
Lavanya BabujeeInfluenza Research Institute, Department of Pathobiological Sciences, University of Wisconsin-Madison, Madison, WI, USA.
Peter J HalfmannInfluenza Research Institute, Department of Pathobiological Sciences, University of Wisconsin-Madison, Madison, WI, USA.ORCID 0000-0002-1648-1625
Amie J EisfeldInfluenza Research Institute, Department of Pathobiological Sciences, University of Wisconsin-Madison, Madison, WI, USA.ORCID 0000-0003-2231-3107
Gabriele NeumannInfluenza Research Institute, Department of Pathobiological Sciences, University of Wisconsin-Madison, Madison, WI, USA.
Yoshihiro KawaokaInfluenza Research Institute, Department of Pathobiological Sciences, University of Wisconsin-Madison, Madison, WI, USA.
Katia KoelleDepartment of Biology, Emory University, 1510 Clifton Road NE, Atlanta, GA 30322, USA.
Thomas C FriedrichDepartment of Pathobiological Sciences, University of Wisconsin-Madison, Madison, WI, 53706, USA.ORCID 0000-0001-9831-6895

Funding

NIAID Centers of Excellence for Influenza Research and Response: Universal Influenza Vaccine Research Activities75N93021C00014 · NIAID · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI GARCIA-SASTRE, ADOLFO · 2021 to 2025
$62.6M
Microbial Pathogenesis &Host Responses Training ProgramT32AI055397 · NIAID · UNIVERSITY OF WISCONSIN-MADISON · PI KLEIN, BRUCE STEVEN · 2003 to 2024
$5.5M
NIAID NIH HHS T32 AI055397NIH HHS 75N93021C00014
6 · The paper itself

Abstract

The outbreak of clade 2.3.4.4b H5N1 viruses among U.S. dairy cattle has raised concerns that sustained circulation among agricultural mammals could facilitate viral adaptation toward efficient human transmission. However, the evolutionary dynamics governing such adaptation remain poorly understood. Here we investigated the evolution of two bovine-derived H5N1 B3.13 genotype viruses during infection and airborne transmission in ferrets, building on prior characterization of their robust replication and inefficient airborne transmission. Within hosts, viral genetic diversity was limited and viruses were subject to genetic drift and weak purifying selection. Transmission, when it occurred, was characterized by stringent bottlenecks that sharply reduced viral genetic diversity. We found no evidence of mammalian adaptation during infection or transmission. Together, these findings indicate that bovine-derived H5N1 viruses face evolutionary constraints during acute mammalian infection and transmission, limiting movement toward enhanced airborne spread. These constraints may help explain why efficient mammalian replication does not necessarily coincide with efficient transmission. Continued circulation of HA clade 2.3.4.4b viruses nevertheless creates repeated opportunities for rare but consequential evolutionary events, underscoring the importance of sustained surveillance and risk mitigation.

Identifiers

PMID42539268
PMCPMC13420439

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
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.