Evidence map›Paper›PMID 40332432›Full record

ArticleInternational journal of molecular sciences2025

Structural and Energetic Insights into SARS-CoV-2 Evolution: Analysis of hACE2-RBD Binding in Wild-Type, Delta, and Omicron Subvariants.

Can Tang, Cecylia S Lupala, Ding Wang, Xiangcheng Li, Lei-Han Tang, Xuefei Li

Abstract read
In one paragraph

Article in International journal of molecular sciences, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

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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

3 citing papers in PubMed.

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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

6 authors.

Can TangState Key Laboratory of Quantitative Synthetic Biology, Shenzhen Institute of Synthetic Biology, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen 518055, China.
Cecylia S LupalaState Key Laboratory of Quantitative Synthetic Biology, Shenzhen Institute of Synthetic Biology, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen 518055, China.ORCID 0000-0002-6987-5230
Ding WangDepartment of Physics, Hong Kong Baptist University, Hong Kong SAR, China.
Xiangcheng LiSchool of Life Science and Technology, ShanghaiTech University, Shanghai 201210, China.
Lei-Han TangCenter for Interdisciplinary Studies, Westlake University, Hangzhou 310024, China.
Xuefei LiState Key Laboratory of Quantitative Synthetic Biology, Shenzhen Institute of Synthetic Biology, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen 518055, China.

Funding

Guangdong Basic and Applied Basic Research Foundation 2021A1515012461National Key research and development program of China 2021YFA0911100National Natural Science Foundation of China 32170672, 32000886Research Grants Council of the HKSAR 12304020, 12301723Shenzhen Science and Technology Program ZDSYS20220606100606013Strategic Priority Research Program of the Chinese Academy of Sciences XDB0480000
6 · The paper itself

Abstract

The evolution of SARS-CoV-2, particularly the emergence of Omicron variants, has raised questions regarding changes in its binding affinity to the human angiotensin-converting enzyme 2 receptor (hACE2). Understanding the impact of mutations on the interaction between the receptor-binding domain (RBD) of the spike protein and hACE2 is critical for evaluating viral transmissibility, immune evasion, and the efficacy of therapeutic strategies. Here, we used molecular dynamics (MD) simulations and binding energy calculations to investigate the structural and energetic differences between the hACE2- RBD complexes of wild-type (WT), Delta, and Omicron subvariants. Our results indicate that the Delta and the first Omicron variants showed the highest and the second-highest binding energy among the variants studied. Furthermore, while Omicron variants exhibit increased structural stability and altered electrostatic potential at the hACE2-RBD interface when compared to the ancestral WT, their binding strength to hACE2 does not consistently increase with viral evolution. Moreover, newer Omicron subvariants like JN.1 exhibit a bimodal conformational strategy, alternating between a high-affinity state for hACE2 and a low-affinity state, which could potentially facilitate immune evasion. These findings suggest that, in addition to enhanced hACE2 binding affinity, other factors, such as immune evasion and structural adaptability, shape SARS-CoV-2 evolution.

Indexed as

Angiotensin-Converting Enzyme 2SARS-CoV-2Spike Glycoprotein, CoronavirusBinding SitesCOVID-19Evolution, MolecularHumansMolecular Dynamics SimulationMutationProtein BindingProtein DomainsACE2 protein, humanAngiotensin-Converting Enzyme 2Spike Glycoprotein, Coronavirusspike protein, SARS-CoV-2binding strengthmolecular dynamicsRBD-variantsSARS-CoV-2

Identifiers

PMID40332432
PMCPMC12027596

What Socratic holds

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LicenceCC BY
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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 Socratic graph.