Evidence map›Paper›PMID 42589491›Full record

ArticleInternational journal of molecular sciences2026

Molecular Characterization of Influenza A(H3N2) Hemagglutinin Variants Circulating in Western Mexico, 2022.

Karen M Hernandez-Gonzalez, Ahtziri Socorro Carranza-Aranda, José Francisco Muñoz-Valle, Luis Alfonso Muñoz-Miranda, Alejandra Natali Vega-Magaña, Ana Laura Pereira-Suárez, Cesar Arturo Nava-Valdivia

Abstract read
In one paragraph

Article in International journal of molecular sciences, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

7 authors.

Karen M Hernandez-GonzalezPrograma de Doctorado en Microbiología Médica, Departamento de Microbiología y Patología, Centro Universitario de Ciencias de la Salud (CUCS), Universidad de Guadalajara, Guadalajara 44340, Jalisco, Mexico.ORCID 0009-0009-8530-089X
Ahtziri Socorro Carranza-ArandaDepartamento de Disciplinas Filosóficas, Metodológicas e Instrumentales, Centro Universitario de Ciencias de la Salud (CUCS), Universidad de Guadalajara, Guadalajara 44340, Jalisco, Mexico.ORCID 0000-0003-4744-4437
José Francisco Muñoz-ValleInstituto de Investigación en Ciencias Biomédicas, Centro Universitario de Ciencias de la Salud (CUCS), Universidad de Guadalajara, Guadalajara 44340, Jalisco, Mexico.ORCID 0000-0002-2272-9260
Luis Alfonso Muñoz-MirandaCentro de Investigación en Enfermedades Infectocontagiosas, Departamento de Microbiología y Patología, Centro Universitario de Ciencias de la Salud (CUCS), Universidad de Guadalajara, Guadalajara 44340, Jalisco, Mexico.ORCID 0000-0003-3964-7170
Alejandra Natali Vega-MagañaInstituto de Investigación en Cáncer e Infecciones, Centro Universitario de Ciencias de la Salud (CUCS), Universidad de Guadalajara, Guadalajara 44340, Jalisco, Mexico.ORCID 0000-0003-4749-2498
Ana Laura Pereira-SuárezInstituto de Investigación en Cáncer e Infecciones, Centro Universitario de Ciencias de la Salud (CUCS), Universidad de Guadalajara, Guadalajara 44340, Jalisco, Mexico.
Cesar Arturo Nava-ValdiviaCentro de Investigación en Enfermedades Infectocontagiosas, Departamento de Microbiología y Patología, Centro Universitario de Ciencias de la Salud (CUCS), Universidad de Guadalajara, Guadalajara 44340, Jalisco, Mexico.ORCID 0000-0003-3562-7033

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Influenza A(H3N2) remains a significant public health threat due to its rapid antigenic drift, which often compromises vaccine effectiveness. This study characterized the molecular and epidemiological profile of hemagglutinin (HA) variants circulating in Western Mexico throughout 2022. Among 476 positive cases, A(H3N2) was the predominant subtype (88%), with infection peaks during epidemiological weeks (EW) 1, 45, and 46. Sanger sequencing of the HA gene identified 64 amino acid substitutions, with 85.9% of the substitutions located in the HA1 subunit, primarily within the receptor-binding domain (RBD). Homology modeling and molecular docking were performed on five representative variants: C156S, D158N, Y159N, C136S, and L227P. All variants exhibited a slight decrease in binding affinity for sialic acid compared to the 1HGE reference. Notably, while mutations such as D158N and Y159N remodeled the interaction network, Glu190 and His183 remained critical for stabilizing the HA-ligand complex through hydrogen bonds and non-covalent interactions in the structural models. These structural findings suggest that contemporary mutations in the RBD may contribute to changes in receptor-binding interactions while preserving key structural features associated with host cell attachment.

Indexed as

Hemagglutinin Glycoproteins, Influenza VirusInfluenza A Virus, H3N2 SubtypeInfluenza, HumanAmino Acid SubstitutionHumansMexicoModels, MolecularMolecular Docking SimulationMutationProtein BindingHemagglutinin Glycoproteins, Influenza Virusgenetic variantshemagglutinininfluenza A(H3N2)molecular characterizationmolecular dockingreceptor-binding domain

Identifiers

PMID42589491
PMCPMC13466227

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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.