Evidence map›Paper›PMID 41245899›Full record

ArticleComputational and structural biotechnology journal2025

Insights into the role of dynamical features in protein complex formation: The case of SARS-CoV-2 spike binding with ACE2.

Greta Grassmann, Mattia Miotto, Francesca Alessandrini, Leonardo Bo', Giancarlo Ruocco, Edoardo Milanetti, Andrea Giansanti

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Article in Computational and structural biotechnology journal, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

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2citing papers in PubMed
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1 · What the graph read from it

What it found

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3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Missense mutations on SynGAP C2 domain impair membrane diffusion.Protein science : a publication of the Protein Society · 2026
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4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Greta GrassmannDepartment of Physics, Sapienza University of Rome, Rome, Italy.
Mattia MiottoDepartment of Physics, Sapienza University of Rome, Rome, Italy.
Francesca AlessandriniDepartment of Physics, Sapienza University of Rome, Rome, Italy.
Leonardo Bo'Center for Life Nano & Neuro Science, Italian Institute of Technology, Rome, Italy.
Giancarlo RuoccoCenter for Life Nano & Neuro Science, Italian Institute of Technology, Rome, Italy.
Edoardo MilanettiDepartment of Physics, Sapienza University of Rome, Rome, Italy.
Andrea GiansantiDepartment of Physics, Sapienza University of Rome, Rome, Italy.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The functionality of protein-protein complexes is closely tied to the strength of their interactions, making the evaluation of binding affinity a central focus in structural biology. However, the molecular determinants underlying binding affinity are still not fully understood. In particular, the entropic contributions, especially those arising from conformational dynamics, remain poorly characterized. In this study, we investigate the relationship between protein motion and binding stability, as well as its role in protein function. To gain deeper insight into how protein complexes modulate their stability, we investigated a model system with a well-characterized and fast evolutionary history: a set of SARS-CoV-2 spike protein variants bound to the human ACE2 receptor, for which experimental binding affinity data are available. Through Molecular Dynamics simulations, we analyzed both structural and dynamical differences between the unbound (apo) and bound (holo) forms of the spike protein across several variants of concern. Our findings indicate that a more stable binding is associated with proteins that exhibit higher rigidity in their unbound state and display dynamical patterns similar to those observed after binding to ACE2. The increase in binding stability is not the sole driving force of SARS-CoV-2 evolution. More recent variants are characterized by a more dynamic behavior that determines a less efficient viral entry but could optimize other traits. These results suggest that to fully understand the strength of the binding between two proteins, the stability of each isolated partner should be investigated.

Indexed as

Binding affinityMolecular dynamics simulationProtein dynamics and functionProtein-protein interactionSARS-CoV-2

Identifiers

PMID41245899
PMCPMC12617810

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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.