Evidence map›Paper›PMID 42806979›Full record

ArticleFrontiers in cellular and infection microbiology2026

Antigenic remodeling of the SARS-CoV-2 Spike N-terminal domain links sequence variability to structural reorganization of a neutralizing antibody supersite.

Juliana Santa Ardisson, Brena Ramos Athaydes, Mariane Vedovatti Monfardini Sagrillo, Raphaella Luisa Fernandes de Almeida, Greiciane Gaburro Paneto, Hebert de Paula, Gabriela Ferreira Nunes, Liliana Cruz Spano, Sandra Ventorin von Zeidler, Teodiano Freire Bastos-Filho

Abstract read
In one paragraph

Article in Frontiers in cellular and infection 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.

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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

10 authors.

Juliana Santa ArdissonPostgraduate Program in Biotechnology, Health Sciences Center, Federal University of Espírito Santo, Vitória, Espírito Santo, Brazil.
Brena Ramos AthaydesPostgraduate Program in Biotechnology, Health Sciences Center, Federal University of Espírito Santo, Vitória, Espírito Santo, Brazil.
Mariane Vedovatti Monfardini SagrilloPostgraduate Program in Biotechnology, Health Sciences Center, Federal University of Espírito Santo, Vitória, Espírito Santo, Brazil.
Raphaella Luisa Fernandes de AlmeidaPostgraduate Program in Biotechnology, Health Sciences Center, Federal University of Espírito Santo, Vitória, Espírito Santo, Brazil.
Greiciane Gaburro PanetoPostgraduate Program in Biotechnology, Health Sciences Center, Federal University of Espírito Santo, Vitória, Espírito Santo, Brazil.
Hebert de PaulaDepartment of Pharmacy and Nutrition, Center of Exact, Natural and Health Sciences, Federal University of Espírito Santo, Alegre, Espírito Santo, Brazil.
Gabriela Ferreira NunesPostgraduate Program in Infectious Diseases, Health Sciences Center, Federal University of Espírito Santo, Vitória, Espírito Santo, Brazil.
Liliana Cruz SpanoPostgraduate Program in Infectious Diseases, Health Sciences Center, Federal University of Espírito Santo, Vitória, Espírito Santo, Brazil.
Sandra Ventorin von ZeidlerPostgraduate Program in Biotechnology, Health Sciences Center, Federal University of Espírito Santo, Vitória, Espírito Santo, Brazil.
Teodiano Freire Bastos-FilhoPostgraduate Program in Biotechnology, Health Sciences Center, Federal University of Espírito Santo, Vitória, Espírito Santo, Brazil.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: The N-terminal domain (NTD) of the Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) Spike harbors a neutralizing antibody supersite and is a recurrent site of antigenic change. However, how sequence variability across pre- and post-vaccination immune landscapes reshapes antibody recognition remains incompletely characterized. Methods: Clinical-genomic surveillance was combined with structural modeling and molecular dynamics to identify antigenically relevant NTD changes and probe their structural impact on the neutralizing antibody interface. SARS-CoV-2 profiles were compared across two periods reflecting contrasting immune contexts: a pre-vaccination period dominated by B.1.1.33 and a post-vaccination period dominated by the Omicron sublineage BQ.1.1. A local cohort (n=126) supported descriptive characterization. An expanded cohort integrating local and GISAID genomes with harmonized clinical metadata (n=534; 401 pre-vaccination, 133 post-vaccination) was used to prioritize candidate loci by their association with clinical severity. Results: In adjusted models, age remained independently associated with severity in both periods, whereas sex did not. In the pre-vaccination cohort, Spike S in the NTD was associated with greater severity, without phylogenetic segregation by outcome. This association is exploratory and was used to prioritize an antigenically located NTD change for structural analysis. Q23K was regionally concentrated in Espírito Santo (57.4%) relative to other Brazilian states (2.7%) and international genomes (1.4%). In the post-vaccination cohort, an overlapping deletion event (ORF9b -29/N -33) was associated with non-severe disease, but should be interpreted cautiously given metadata heterogeneity, cohort structure, and the nature of the locus. However, in this period clinical outcome and sequencing source were partially confounded. A source-stratified sensitivity analysis restricted to GISAID-only samples showed the association persisted, but could not rule out a source- or pipeline-dependent indel-calling artifact, so the finding is reported as exploratory. Although Q23K itself did not persist, adjacent NTD changes (T19I/A27S/D24 -26) became recurrent post-vaccination, indicating remodeling of the same antigenic neighborhood rather than persistence of a single mutation. Structural modeling and molecular dynamics of the NTD-antibody 1 -87 complex supported reorganization of the modeled antibody-antigen interface, with redistribution of supersite contacts rather than loss of structural compatibility. Discussion: These findings link NTD variability across immune contexts to structural reorganization of the modeled antibody-antigen interface and support integrating genomic surveillance with structural analysis to prioritize antigenically relevant changes for functional testing.

Indexed as

Antibodies, NeutralizingAntibodies, ViralCOVID-19SARS-CoV-2Spike Glycoprotein, CoronavirusCOVID-19 VaccinesFemaleHumansMaleMolecular Dynamics SimulationProtein DomainsAntibodies, NeutralizingAntibodies, ViralCOVID-19 VaccinesSpike Glycoprotein, Coronavirusspike protein, SARS-CoV-2antibody–antigen interfaceantigenic remodelinggenomic surveillancemolecular dynamicsneutralizing antibody supersiteN-terminal domainSARS-CoV-2

Identifiers

PMID42806979
PMCPMC13616644

What OpenQuestion holds

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Registered trials

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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.