Evidence map›Paper›PMID 35913554›Full record

ArticleThe protein journal2022

Evolution of Stronger SARS-CoV-2 Variants as Revealed Through the Lens of Molecular Dynamics Simulations.

Alec J Wozney, Macey A Smith, Mobeen Abdrabbo, Cole M Birch, Kelsey A Cicigoi, Connor C Dolan, Audrey E L Gerzema, Abby Hansen, Ethan J Henseler, Ben LaBerge and 17 more

Open access · bronzeAbstract read
In one paragraph

Article in The protein journal, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
0.8field-weighted citation impact, top 28% of its field
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

2 citing papers in PubMed, 8 citations in OpenAlex.

  1. Review
  2. Stoichiometric insights into SARS-CoV-2 spike-ACE2 binding across variants.Computational and structural biotechnology journal · 2025
    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

27 authors at 1 institution in 1 country.

Alec J WozneyDepartment of Chemistry and Biochemistry, University of Wisconsin-Eau Claire, 101 Roosevelt Avenue, Eau Claire, WI, 54701, USA.
Macey A SmithDepartment of Chemistry and Biochemistry, University of Wisconsin-Eau Claire, 101 Roosevelt Avenue, Eau Claire, WI, 54701, USA.
Mobeen AbdrabboDepartment of Chemistry and Biochemistry, University of Wisconsin-Eau Claire, 101 Roosevelt Avenue, Eau Claire, WI, 54701, USA.
Cole M BirchDepartment of Chemistry and Biochemistry, University of Wisconsin-Eau Claire, 101 Roosevelt Avenue, Eau Claire, WI, 54701, USA.
Kelsey A CicigoiDepartment of Chemistry and Biochemistry, University of Wisconsin-Eau Claire, 101 Roosevelt Avenue, Eau Claire, WI, 54701, USA.
Connor C DolanDepartment of Chemistry and Biochemistry, University of Wisconsin-Eau Claire, 101 Roosevelt Avenue, Eau Claire, WI, 54701, USA.
Audrey E L GerzemaDepartment of Chemistry and Biochemistry, University of Wisconsin-Eau Claire, 101 Roosevelt Avenue, Eau Claire, WI, 54701, USA.
Abby HansenDepartment of Chemistry and Biochemistry, University of Wisconsin-Eau Claire, 101 Roosevelt Avenue, Eau Claire, WI, 54701, USA.
Ethan J HenselerDepartment of Chemistry and Biochemistry, University of Wisconsin-Eau Claire, 101 Roosevelt Avenue, Eau Claire, WI, 54701, USA.
Ben LaBergeDepartment of Chemistry and Biochemistry, University of Wisconsin-Eau Claire, 101 Roosevelt Avenue, Eau Claire, WI, 54701, USA.
Caterra M LeavensDepartment of Chemistry and Biochemistry, University of Wisconsin-Eau Claire, 101 Roosevelt Avenue, Eau Claire, WI, 54701, USA.
Christine N LeDepartment of Chemistry and Biochemistry, University of Wisconsin-Eau Claire, 101 Roosevelt Avenue, Eau Claire, WI, 54701, USA.
Allison C LindquistDepartment of Chemistry and Biochemistry, University of Wisconsin-Eau Claire, 101 Roosevelt Avenue, Eau Claire, WI, 54701, USA.
Rikaela K LudwigDepartment of Chemistry and Biochemistry, University of Wisconsin-Eau Claire, 101 Roosevelt Avenue, Eau Claire, WI, 54701, USA.
Maggie G O'ReillyDepartment of Chemistry and Biochemistry, University of Wisconsin-Eau Claire, 101 Roosevelt Avenue, Eau Claire, WI, 54701, USA.
Jacob H ReynoldsDepartment of Chemistry and Biochemistry, University of Wisconsin-Eau Claire, 101 Roosevelt Avenue, Eau Claire, WI, 54701, USA.
Brandon A ShermanDepartment of Chemistry and Biochemistry, University of Wisconsin-Eau Claire, 101 Roosevelt Avenue, Eau Claire, WI, 54701, USA.
Hunter W SillmanDepartment of Chemistry and Biochemistry, University of Wisconsin-Eau Claire, 101 Roosevelt Avenue, Eau Claire, WI, 54701, USA.
Michael A SmithDepartment of Chemistry and Biochemistry, University of Wisconsin-Eau Claire, 101 Roosevelt Avenue, Eau Claire, WI, 54701, USA.
Marissa J SnortheimDepartment of Chemistry and Biochemistry, University of Wisconsin-Eau Claire, 101 Roosevelt Avenue, Eau Claire, WI, 54701, USA.
Levi M SvarenDepartment of Chemistry and Biochemistry, University of Wisconsin-Eau Claire, 101 Roosevelt Avenue, Eau Claire, WI, 54701, USA.
Emily C VanderpasDepartment of Chemistry and Biochemistry, University of Wisconsin-Eau Claire, 101 Roosevelt Avenue, Eau Claire, WI, 54701, USA.
Aidan VoonDepartment of Chemistry and Biochemistry, University of Wisconsin-Eau Claire, 101 Roosevelt Avenue, Eau Claire, WI, 54701, USA.
Miles J WackettDepartment of Chemistry and Biochemistry, University of Wisconsin-Eau Claire, 101 Roosevelt Avenue, Eau Claire, WI, 54701, USA.
Moriah M WeissDepartment of Chemistry and Biochemistry, University of Wisconsin-Eau Claire, 101 Roosevelt Avenue, Eau Claire, WI, 54701, USA.
Sanchita HatiDepartment of Chemistry and Biochemistry, University of Wisconsin-Eau Claire, 101 Roosevelt Avenue, Eau Claire, WI, 54701, USA. hatis@uwec.edu.
Sudeep BhattacharyyaDepartment of Chemistry and Biochemistry, University of Wisconsin-Eau Claire, 101 Roosevelt Avenue, Eau Claire, WI, 54701, USA. bhattas@uwec.edu.ORCID 0000-0002-3960-1239
University of Wisconsin–Eau Claire · US

Funding

Exploring the Dynamics of Prolyl-tRNA Synthetases: Towards Developing a Screening Method for Species-Specific InhibitorsR15GM117510 · NIGMS · UNIVERSITY OF WISCONSIN EAU CLAIRE · PI BHATTACHARYAY, SUDEEP, HATI, SANCHITA · 2016 to 2023
$878k
NIGMS NIH HHS R15 GM117510
6 · The paper itself

Abstract

Using molecular dynamics simulations, the protein-protein interactions of the receptor-binding domain of the wild-type and seven variants of the severe acute respiratory syndrome coronavirus 2 spike protein and the peptidase domain of human angiotensin-converting enzyme 2 were investigated. These variants are alpha, beta, gamma, delta, eta, kappa, and omicron. Using 100 ns simulation data, the residue interaction networks at the protein-protein interface were identified. Also, the impact of mutations on essential protein dynamics, backbone flexibility, and interaction energy of the simulated protein-protein complexes were studied. The protein-protein interface for the wild-type, delta, and omicron variants contained several stronger interactions, while the alpha, beta, gamma, eta, and kappa variants exhibited an opposite scenario as evident from the analysis of the inter-residue interaction distances and pair-wise interaction energies. The study reveals that two distinct residue networks at the central and right contact regions forge stronger binding affinity between the protein partners. The study provides a molecular-level insight into how enhanced transmissibility and infectivity by delta and omicron variants are most likely tied to a handful of interacting residues at the binding interface, which could potentially be utilized for future antibody constructs and structure-based antiviral drug design.

Indexed as

Evolution, MolecularSARS-CoV-2Angiotensin-Converting Enzyme 2HumansMolecular Dynamics SimulationMutationProtein BindingProtein Interaction MappingSpike Glycoprotein, CoronavirusACE2 protein, humanAngiotensin-Converting Enzyme 2Spike Glycoprotein, Coronavirusspike protein, SARS-CoV-2COVID-19DeltaMolecular dynamicsOmicronSARS-CoV-2Spike protein

Identifiers

PMID35913554
PMCPMC9340756
OpenAlexW4289170420

What OpenQuestion holds

Textmetadata
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.