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Thermal titration molecular dynamics (TTMD): shedding light on the stability of RNA-small molecule complexes

Ribonucleic acids are gradually becoming relevant players among putative drug targets, thanks to the increasing amount of structural data exploitable for the rational design of selective and potent binders that can modulate their activity. Mainly, this information allows employing different computat...

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Autores principales: Dodaro, Andrea, Pavan, Matteo, Menin, Silvia, Salmaso, Veronica, Sturlese, Mattia, Moro, Stefano
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10679717/
https://www.ncbi.nlm.nih.gov/pubmed/38028536
http://dx.doi.org/10.3389/fmolb.2023.1294543
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author Dodaro, Andrea
Pavan, Matteo
Menin, Silvia
Salmaso, Veronica
Sturlese, Mattia
Moro, Stefano
author_facet Dodaro, Andrea
Pavan, Matteo
Menin, Silvia
Salmaso, Veronica
Sturlese, Mattia
Moro, Stefano
author_sort Dodaro, Andrea
collection PubMed
description Ribonucleic acids are gradually becoming relevant players among putative drug targets, thanks to the increasing amount of structural data exploitable for the rational design of selective and potent binders that can modulate their activity. Mainly, this information allows employing different computational techniques for predicting how well would a ribonucleic-targeting agent fit within the active site of its target macromolecule. Due to some intrinsic peculiarities of complexes involving nucleic acids, such as structural plasticity, surface charge distribution, and solvent-mediated interactions, the application of routinely adopted methodologies like molecular docking is challenged by scoring inaccuracies, while more physically rigorous methods such as molecular dynamics require long simulation times which hamper their conformational sampling capabilities. In the present work, we present the first application of Thermal Titration Molecular Dynamics (TTMD), a recently developed method for the qualitative estimation of unbinding kinetics, to characterize RNA-ligand complexes. In this article, we explored its applicability as a post-docking refinement tool on RNA in complex with small molecules, highlighting the capability of this method to identify the native binding mode among a set of decoys across various pharmaceutically relevant test cases.
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spelling pubmed-106797172023-01-01 Thermal titration molecular dynamics (TTMD): shedding light on the stability of RNA-small molecule complexes Dodaro, Andrea Pavan, Matteo Menin, Silvia Salmaso, Veronica Sturlese, Mattia Moro, Stefano Front Mol Biosci Molecular Biosciences Ribonucleic acids are gradually becoming relevant players among putative drug targets, thanks to the increasing amount of structural data exploitable for the rational design of selective and potent binders that can modulate their activity. Mainly, this information allows employing different computational techniques for predicting how well would a ribonucleic-targeting agent fit within the active site of its target macromolecule. Due to some intrinsic peculiarities of complexes involving nucleic acids, such as structural plasticity, surface charge distribution, and solvent-mediated interactions, the application of routinely adopted methodologies like molecular docking is challenged by scoring inaccuracies, while more physically rigorous methods such as molecular dynamics require long simulation times which hamper their conformational sampling capabilities. In the present work, we present the first application of Thermal Titration Molecular Dynamics (TTMD), a recently developed method for the qualitative estimation of unbinding kinetics, to characterize RNA-ligand complexes. In this article, we explored its applicability as a post-docking refinement tool on RNA in complex with small molecules, highlighting the capability of this method to identify the native binding mode among a set of decoys across various pharmaceutically relevant test cases. Frontiers Media S.A. 2023-11-13 /pmc/articles/PMC10679717/ /pubmed/38028536 http://dx.doi.org/10.3389/fmolb.2023.1294543 Text en Copyright © 2023 Dodaro, Pavan, Menin, Salmaso, Sturlese and Moro. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Molecular Biosciences
Dodaro, Andrea
Pavan, Matteo
Menin, Silvia
Salmaso, Veronica
Sturlese, Mattia
Moro, Stefano
Thermal titration molecular dynamics (TTMD): shedding light on the stability of RNA-small molecule complexes
title Thermal titration molecular dynamics (TTMD): shedding light on the stability of RNA-small molecule complexes
title_full Thermal titration molecular dynamics (TTMD): shedding light on the stability of RNA-small molecule complexes
title_fullStr Thermal titration molecular dynamics (TTMD): shedding light on the stability of RNA-small molecule complexes
title_full_unstemmed Thermal titration molecular dynamics (TTMD): shedding light on the stability of RNA-small molecule complexes
title_short Thermal titration molecular dynamics (TTMD): shedding light on the stability of RNA-small molecule complexes
title_sort thermal titration molecular dynamics (ttmd): shedding light on the stability of rna-small molecule complexes
topic Molecular Biosciences
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10679717/
https://www.ncbi.nlm.nih.gov/pubmed/38028536
http://dx.doi.org/10.3389/fmolb.2023.1294543
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