Evidence map›Paper›PMID 40305276›Full record

ArticleBiomolecules2025

Subtle Changes at the RBD/hACE2 Interface During SARS-CoV-2 Variant Evolution: A Molecular Dynamics Study.

Aria Gheeraert, Vincent Leroux, Dominique Mias-Lucquin, Yasaman Karami, Laurent Vuillon, Isaure Chauvot de Beauchêne, Marie-Dominique Devignes, Ivan Rivalta, Bernard Maigret, Laurent Chaloin

Abstract read
In one paragraph

Article in Biomolecules, 2025. 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

10 authors.

Aria GheeraertLaboratory of Mathematics (LAMA), CNRS, University of Savoie Mont Blanc, 73370 Le Bourget-du-Lac, France.
Vincent LerouxLORIA, CNRS, Inria, University of Lorraine, 54506 Vandoeuvre-lès-Nancy, France.
Dominique Mias-LucquinLORIA, CNRS, Inria, University of Lorraine, 54506 Vandoeuvre-lès-Nancy, France.
Yasaman KaramiLORIA, CNRS, Inria, University of Lorraine, 54506 Vandoeuvre-lès-Nancy, France.ORCID 0000-0001-8413-2665
Laurent VuillonLaboratory of Mathematics (LAMA), CNRS, University of Savoie Mont Blanc, 73370 Le Bourget-du-Lac, France.
Isaure Chauvot de BeauchêneLORIA, CNRS, Inria, University of Lorraine, 54506 Vandoeuvre-lès-Nancy, France.ORCID 0000-0002-7035-3042
Marie-Dominique DevignesLORIA, CNRS, Inria, University of Lorraine, 54506 Vandoeuvre-lès-Nancy, France.
Ivan RivaltaDipartimento di Chimica Industriale "Toso Montanari", Università di Bologna, Viale del Risorgimento, 40129 Bologna, Italy.ORCID 0000-0002-1208-602X
Bernard MaigretLORIA, CNRS, Inria, University of Lorraine, 54506 Vandoeuvre-lès-Nancy, France.ORCID 0000-0002-1983-1950
Laurent ChaloinInstitut de Recherche en Infectiologie de Montpellier (IRIM), CNRS, University of Montpellier, 34293 Montpellier, France.ORCID 0000-0002-5757-5804

Funding

Agence Nationale de la Recherche ANR-22-CE18-0019-04
6 · The paper itself

Abstract

The SARS-CoV-2 Omicron variants show different behavior compared to the previous variants, especially with respect to the Delta variant, which promotes a lower morbidity despite being much more contagious. In this perspective, we performed molecular dynamics (MD) simulations of the different spike RBD/hACE2 complexes corresponding to the WT, Delta and four Omicron variants. Carrying out a comprehensive analysis of residue interactions within and between the two partners allowed us to draw the profile of each variant by using complementary methods (PairInt, hydrophobic potential, contact PCA). PairInt calculations highlighted the residues most involved in electrostatic interactions, which make a strong contribution to the binding with highly stable interactions between spike RBD and hACE2. Apolar contacts made a substantial and complementary contribution in Omicron with the detection of two hydrophobic patches. Contact networks and cross-correlation matrices were able to detect subtle changes at point mutations as the S375F mutation occurring in all Omicron variants, which is likely to confer an advantage in binding stability. This study brings new highlights on the dynamic binding of spike RBD to hACE2, which may explain the final persistence of Omicron over Delta.

Indexed as

Angiotensin-Converting Enzyme 2COVID-19Molecular Dynamics SimulationSARS-CoV-2Spike Glycoprotein, CoronavirusEvolution, MolecularHumansHydrophobic and Hydrophilic InteractionsMutationProtein BindingACE2 protein, humanAngiotensin-Converting Enzyme 2Spike Glycoprotein, Coronavirusspike protein, SARS-CoV-2molecular dynamics simulationsper-residue interactionRBD-hACE2 bindingSARS-CoV-2variant evolution

Identifiers

PMID40305276
PMCPMC12024731

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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.