Evidence map›Paper›PMID 42034607›Full record

ArticleNature communications2026

Stringent selection drives convergence toward omicron-like SARS-CoV-2 receptor-binding motifs.

Aviv Shoshany, Ruojin Tian, Miguel Padilla-Blanco, Adam Hruška, Aditi Konar, Katarína Baxová, Eyal Zoler, Martin Mokrejš, Gideon Schreiber, Jiří Zahradník

Erratum issuedAbstract read
In one paragraph

Article in Nature communications, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. 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

5 · Who and what money

Authors and funding

10 authors.

Aviv Shoshany *Department of Biomolecular Sciences, Weizmann Institute of Science, Rehovot, Israel.
Ruojin Tian *First Faculty of Medicine, Charles University, BIOCEV center, Vestec, Czechia.
Miguel Padilla-Blanco *First Faculty of Medicine, Charles University, BIOCEV center, Vestec, Czechia.ORCID http://orcid.org/0000-0002-4820-6417
Adam HruškaFirst Faculty of Medicine, Charles University, BIOCEV center, Vestec, Czechia.
Aditi KonarFirst Faculty of Medicine, Charles University, BIOCEV center, Vestec, Czechia.
Katarína BaxováFirst Faculty of Medicine, Charles University, BIOCEV center, Vestec, Czechia.
Eyal ZolerDepartment of Biomolecular Sciences, Weizmann Institute of Science, Rehovot, Israel.ORCID http://orcid.org/0009-0007-6169-9723
Martin MokrejšFirst Faculty of Medicine, Charles University, BIOCEV center, Vestec, Czechia.ORCID http://orcid.org/0000-0002-2521-4473
Gideon SchreiberDepartment of Biomolecular Sciences, Weizmann Institute of Science, Rehovot, Israel. gideon.schreiber@weizmann.ac.il.ORCID http://orcid.org/0000-0002-2922-5882
Jiří ZahradníkFirst Faculty of Medicine, Charles University, BIOCEV center, Vestec, Czechia. jiri.zahradnik@lf1.cuni.cz.ORCID http://orcid.org/0000-0002-8698-4236

Funding

Grantová Agentura České Republiky (Grant Agency of the Czech Republic) 25-17643MIsrael Science Foundation (ISF) No. 3814/19Ministerstvo Školství, Mládeže a Tělovýchovy (Ministry of Education, Youth and Sports) LX22NPO5103
6 · The paper itself

Abstract

In vitro protein evolution can provide powerful insights into the amino acid sequences that underlie key biological functions. Here, we use this to explore the evolutionary trajectories of the SARS-CoV-2 spike protein receptor-binding motif (RBM) binding the human angiotensin-converting enzyme 2 (ACE2), an essential first step in viral infection. Applying stringent selection pressures starting from the Wuhan or another non-Omicron variant protein-coding sequence results in rapid convergence towards Omicron characteristic mutations and its sub-lineages. Conversely, under mild selection, only some Omicron-like mutations are selected, however at lower frequencies and with incomplete representation. Stringent selection results in fewer, but dominant, non-synonymous mutations mirroring Omicron mutations and their variations within its sub-lineages. Notably, initiating evolution from Omicron itself results in maintenance of Omicron-defining mutations under both conditions. This evolutionary pattern parallels global SARS-CoV-2 mutation trends as well as in silico simulations, emphasizing the critical role of receptor-binding constraints in shaping viral adaptation. Mutations primarily associated with immune evasion are not selected by in vitro evolution. Our findings demonstrate the predictive capacity of in vitro evolution, suggesting Omicron RBM to be the humanized binding motif, emerging from high-stringency selection, superimposed on milder background pressures.

Indexed as

SARS-CoV-2Selection, GeneticSpike Glycoprotein, CoronavirusAmino Acid MotifsAmino Acid SequenceAngiotensin-Converting Enzyme 2Binding SitesCOVID-19Evolution, MolecularHumansMutationPeptidyl-Dipeptidase AProtein BindingACE2 protein, humanAngiotensin-Converting Enzyme 2Peptidyl-Dipeptidase ASpike Glycoprotein, Coronavirusspike protein, SARS-CoV-2

Identifiers

PMID42034607
PMCPMC13324855

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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.