Evidence map›Paper›PMID 40574787›Full record

ArticleComputational and structural biotechnology journal2025

Adsorption of silica oligomers on biomolecules: Structural and dynamical insights for atom probe tomography via classic molecular dynamics simulations.

Giovanni Novi Inverardi, Lorenzo Petrolli, Francesco Carnovale, Alessio Bartocci, Simone Taioli, Gianluca Lattanzi

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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 1 paper.

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0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Giovanni Novi InverardiDepartment of Physics, University of Trento, via Sommarive, 14, Trento, 38123, Italy.
Lorenzo PetrolliDepartment of Physics, University of Trento, via Sommarive, 14, Trento, 38123, Italy.
Francesco CarnovaleDepartment of Physics, University of Trento, via Sommarive, 14, Trento, 38123, Italy.
Alessio BartocciDepartment of Physics, University of Trento, via Sommarive, 14, Trento, 38123, Italy.
Simone TaioliEuropean Center for Theoretical Studies in Nuclear Physics and Related Areas (ECT*), Bruno Kessler Foundation, Strada delle Tarabelle, 286, Trento, 38123, Italy.
Gianluca LattanziDepartment of Physics, University of Trento, via Sommarive, 14, Trento, 38123, Italy.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Atom Probe Tomography (APT) is a spatially-resolved, mass-spectrometric technique, mostly employed in the characterization of metals and alloys. Recently, a novel APT-based protocol has been proposed to resolve the three-dimensional structures of biomolecules, involving the encapsulation of the substrate within an amorphous silica matrix followed by its ablation employing short laser pulses. A critical aspect of this technique lies in the interaction between the silica matrix and the biomolecular substrate, which must keep the native framework of the biomolecule while minimizing the mechanical stresses. Building on earlier works, here we characterize the adsorption of silica monomers and short oligomers onto biomolecular surfaces via classical Molecular Dynamics (MD) simulations. We observe significant differences in the behavior of the diverse silica species, with the dimers and trimers showing a higher affinity for the substrates. Additionally, unfolded protein domains exhibit an enhanced adsorption efficacy, likely on account of their inherent flexibility and availability of hydrogen-bonding moieties: This apparent affinity dampens their local fluctuations upon interaction with silica, significantly affecting their ensemble dynamics. These findings suggest APT as a suitable technique for the structural characterization of intrinsically disordered regions and the metastable conformational landscapes thereof.

Indexed as

Atom probe tomographyMolecular dynamicsOrthosilicatesProtein encapsulationSilica adsorption

Identifiers

PMID40574787
PMCPMC12197878

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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.