Evidence map›Paper›PMID 41986334›Full record

ArticleNature communications2026

Host genotype and sex shape influenza evolution and defective viral genomes.

Rodrigo M Costa, Lehi Acosta-Alvarez, Kaili Curtis, Kort Zarbock, Justin Kelleher, Bhawika S Lamichhane, Andrew L Valesano, William J Fitzsimmons, Adam S Lauring, Jon Seger and 2 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. 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

5 · Who and what money

Authors and funding

12 authors.

Rodrigo M CostaSchool of Biological Sciences, University of Utah, Salt Lake City, UT, USA. rodrigo.costa@utah.edu.ORCID http://orcid.org/0009-0007-8722-1090
Lehi Acosta-AlvarezSchool of Biological Sciences, University of Utah, Salt Lake City, UT, USA.ORCID http://orcid.org/0000-0002-2890-4947
Kaili CurtisSchool of Biological Sciences, University of Utah, Salt Lake City, UT, USA.ORCID http://orcid.org/0009-0006-9922-2499
Kort ZarbockSchool of Biological Sciences, University of Utah, Salt Lake City, UT, USA.ORCID http://orcid.org/0009-0002-8378-2177
Justin KelleherSchool of Biological Sciences, University of Utah, Salt Lake City, UT, USA.ORCID https://orcid.org/0009-0003-9545-7678
Bhawika S LamichhaneDepartment of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, CA, USA.ORCID http://orcid.org/0000-0002-8795-7053
Andrew L ValesanoDepartment of Internal Medicine, University of Michigan, Ann Arbor, MI, USA.ORCID https://orcid.org/0000-0002-3649-8352
William J FitzsimmonsDepartment of Internal Medicine, University of Michigan, Ann Arbor, MI, USA.ORCID https://orcid.org/0000-0002-0997-1108
Adam S LauringDepartment of Internal Medicine, University of Michigan, Ann Arbor, MI, USA.ORCID http://orcid.org/0000-0003-2906-8335
Jon SegerSchool of Biological Sciences, University of Utah, Salt Lake City, UT, USA.ORCID https://orcid.org/0000-0001-5324-4840
Frederick R AdlerSchool of Biological Sciences, University of Utah, Salt Lake City, UT, USA.ORCID https://orcid.org/0000-0002-9022-3157
Wayne K PottsSchool of Biological Sciences, University of Utah, Salt Lake City, UT, USA.ORCID https://orcid.org/0000-0003-4137-0326

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Viral evolution during early pandemic waves favors mutations that enhance replication and transmission over antigenic escape. Host genotype and sex strongly shape this early adaptation, yet their individual and combined effects remain unclear. Here, we experimentally adapt influenza A virus to male and female BALB/c and C57BL/6 mice, generating 28 independent lineages, and employ a rolling sphere approach to identify recurrent selection hotspots in three-dimensional protein structures. In BALB/c mice, adaptation favors nonsynonymous substitutions linked to increased virulence, including hemagglutinin variants that become fixed exclusively in female lineages. We also observe sex-dependent selection acting on a viral protein interface, as substitutions disrupting a key NS1 dimerization motif converge on a single residue in female-adapted viruses, but are dispersed across the same interface in male-adapted viruses. Conversely, adaptation to C57BL/6 results in fewer substitutions but altered defective viral genome formation, leading to reduced cytopathic effect and attenuated virulence. These findings provide in vivo evidence that host genetic background alone can modulate defective viral genome formation and demonstrate that specific genotype-sex combinations impose selective pressures that favor mutations increasing virulence across hosts.

Indexed as

Evolution, MolecularGenome, ViralInfluenza A virusOrthomyxoviridae InfectionsAnimalsFemaleGenotypeHemagglutinin Glycoproteins, Influenza VirusHumansMaleMiceMice, Inbred BALB CMice, Inbred C57BLMutationSex FactorsViral Nonstructural ProteinsHemagglutinin Glycoproteins, Influenza VirusINS1 protein, influenza virusViral Nonstructural Proteins

Identifiers

PMID41986334
PMCPMC13261121

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.