Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
. 2023 Nov 13:10:1294543.
doi: 10.3389/fmolb.2023.1294543. eCollection 2023.

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

Affiliations

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

Andrea Dodaro et al. Front Mol Biosci. .

Abstract

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.

Keywords: TTMD; interaction fingerprints; ligand-RNA complex; molecular docking; molecular dynamics; thermal titration molecular dynamics.

PubMed Disclaimer

Conflict of interest statement

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

Similar articles

Cited by

References

    1. Alanazi A., Ivanov A., Kumari N., Lin X., Wang S., Kovalskyy D., et al. (2021). Targeting tat–tar rna interaction for hiv-1 inhibition. Viruses 13, 2004. 10.3390/v13102004 - DOI - PMC - PubMed
    1. Bassani D., Moro S. (2023). Past, present, and future perspectives on computer-aided drug design methodologies. Molecules 28, 3906. 10.3390/MOLECULES28093906 - DOI - PMC - PubMed
    1. Berman H. M., Westbrook J., Feng Z., Gilliland G., Bhat T. N., Weissig H., et al. (2000). The protein Data Bank. Nucleic Acids Res. 28, 235–242. 10.1093/NAR/28.1.235 - DOI - PMC - PubMed
    1. Bernardi R. C., Melo M. C. R., Schulten K. (2015). Enhanced sampling techniques in molecular dynamics simulations of biological systems. Biochimica Biophysica Acta (BBA) - General Subj. 1850, 872–877. 10.1016/J.BBAGEN.2014.10.019 - DOI - PMC - PubMed
    1. Bhattacharyya D., Mirihana Arachchilage G., Basu S. (2016). Metal cations in G-quadruplex folding and stability. Front. Chem. 4, 38. 10.3389/fchem.2016.00038 - DOI - PMC - PubMed

LinkOut - more resources