Evidence map›Paper›PMID 42101997›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2026

D614G reshapes allosteric networks and opening mechanisms of SARS-CoV-2 spikes.

Fiona L Kearns, Anthony T Bogetti, Carla Calvó-Tusell, Mac Kevin E Braza, Lorenzo Casalino, Amanda J Gramm, Sean Braet, Mia A Rosenfeld, Harinda Rajapaksha, Bryan Barker and 4 more

Abstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

  1. Article
  2. Article
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  5. Article
  6. Weighted Ensemble Simulation: Advances in methods, software, and applications.Wiley interdisciplinary reviews. Computational molecular science
    Article
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.

Fiona L KearnsDepartment of Molecular Biology, University of California San Diego, La Jolla, CA 92093-0340.
Anthony T Bogetti *Department of Chemistry, University of Pittsburgh, Pittsburgh, PA 15260.
Carla Calvó-Tusell *Department of Molecular Biology, University of California San Diego, La Jolla, CA 92093-0340.ORCID 0000-0003-2681-8460
Mac Kevin E Braza *Department of Chemistry and Biochemistry, University of California San Diego, La Jolla, CA 92093-0340.ORCID 0000-0002-6929-7397
Lorenzo Casalino *Department of Molecular Biology, University of California San Diego, La Jolla, CA 92093-0340.ORCID 0000-0003-3581-1148
Amanda J GrammDepartment of Chemistry, Pennsylvania State University, University Park, PA 16802.ORCID 0009-0009-9935-4039
Sean BraetDepartment of Chemistry, Pennsylvania State University, University Park, PA 16802.ORCID 0000-0003-3782-2262
Mia A RosenfeldDepartment of Molecular Biology, University of California San Diego, La Jolla, CA 92093-0340.
Harinda RajapakshaOracle for Research, Oracle Cloud, Austin, TX 78741.
Bryan BarkerOracle for Research, Oracle Cloud, Austin, TX 78741.
Ganesh AnandDepartment of Chemistry, Pennsylvania State University, University Park, PA 16802.ORCID 0000-0001-8995-3067
Lillian T ChongDepartment of Chemistry, University of Pittsburgh, Pittsburgh, PA 15260.ORCID 0000-0002-0590-483X
Surl-Hee Ahn *Department of Chemical Engineering, University of California Davis, Davis, CA 95616.ORCID 0000-0002-3422-805X
Rommie E AmaroDepartment of Molecular Biology, University of California San Diego, La Jolla, CA 92093-0340.ORCID 0000-0002-9275-9553

Funding

HHS | NIH | National Institute of General Medical Sciences (NIGMS) R01 GM1151805HHS | NIH | NIAID | Division of Microbiology and Infectious Diseases (DMID) AI R21183188NSF (NSF) RAPID MCB-2032054
6 · The paper itself

Abstract

The severe acute respiratory syndrome coronavirus 2 spike glycoprotein enables infection through a key conformational transition that exposes its receptor binding domain (RBD). Experimental evidence indicates that spike mutations, particularly the early D614G variant, alter the rate of this conformational shift, potentially increasing viral infectivity. We conducted extensive weighted ensemble simulations of the Ancestral, Delta, and Omicron BA.1 spike strains to investigate relationships between sequence mutations and RBD opening dynamics. We observe that Ancestral, Delta, and Omicron BA.1 spike RBDs open differently. Via dynamical network analysis, we identified two allosteric communication networks connecting all S1 domains: the established N2R linker and a newly investigated antiparallel R2N linker. In Delta and Omicron BA.1 variant spikes, RBD opening is facilitated by both linkers, while the Ancestral strain relies predominantly on the N2R linker. In the Ancestral spike, the D614-K854 salt bridge impedes allosteric communication through the R2N linker, whereas the loss of this salt bridge in all subsequent variants of concerns allows for increased local flexibility, thereby accelerating RBD opening. Hydrogen-deuterium mass spectrometry experiments validate these altered dynamics in the D614 region. This study unveils a "hidden" network, connecting the N-terminal domain to the RBD via the 614-proximal region, and the D614G mutation reshapes the fitness landscape of these critical viral glycoproteins.

Indexed as

SARS-CoV-2Spike Glycoprotein, CoronavirusAllosteric RegulationBinding SitesCOVID-19HumansMolecular Dynamics SimulationMutationProtein BindingProtein ConformationProtein DomainsSpike Glycoprotein, Coronavirusspike protein, SARS-CoV-2ACE2 bindingCOVID19receptor binding domain openingSARS-CoV-2 spike glycoproteinweighted ensemble simulations

Identifiers

PMID42101997
PMCPMC13168548

What Socratic holds

Textmetadata
LicenceCC BY
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 Socratic graph.