Skip to content

Comparative Assessment of DNA Force Fields for Small-Molecule Ligand Binding via Multicanonical MD-Based Dynamic Docking Simulations.

Jul 2026 · Journal of Chemical Theory and Computation · 0 citations · 57 references
Medicine

TL;DR

Evaluating modern AMBER-based parametrizations across diverse structural motifs, including aptamers, duplexes, and quadruplex-duplex hybrids, provides critical insights for developing next-generation DNA force fields capable of accurately modeling non-native structures and enabling balanced sampling essential for predicting ligand binding in diverse biological contexts.

Abstract

DNA-targeting drugs exploit structural features of DNA, including base stacking, grooves, and noncanonical structures, to bind and modulate DNA function. Similarly, DNA aptamers leverage unique physicochemical environments created by diverse DNA conformations to achieve high-affinity recognition of small molecules, making them critical for biosensing applications. Despite their therapeutic and sensing potential, accurately predicting binding configurations within these dynamic structures remains a significant computational challenge requiring advanced molecular dynamics (MD) simulations powered by modern force fields. To evaluate modern AMBER-based parametrizations across diverse structural motifs, including aptamers, duplexes, and quadruplex-duplex hybrids, we performed dynamic docking simulations of five DNA-ligand pairs using multicanonical MD, a generalized-ensemble method, across five distinct force fields (OL15, OL21, OL24, bsc1, and tumuc1). Analysis of 750 μs of trajectory data revealed significant variations in conformational ensembles. OL24 exhibited the highest accuracy in reproducing experimental structures based on our R-value analysis, which quantifies the ligand-DNA native contacts, while OL15, OL21, and bsc1 also demonstrated robust performance across all systems. In contrast, tumuc1 displayed a persistent bias toward distorted or misoriented conformations with low native-state populations, compromising structural reliability regardless of the system type. These findings provide critical insights for developing next-generation DNA force fields capable of accurately modeling non-native structures and enabling balanced sampling essential for predicting ligand binding in diverse biological contexts.

View source

Similar papers

Open access Jul 2026

Integrative Ensemble Modeling reveals RNA conformations targetable by small molecules

RNA molecules explore heterogeneous conformational ensembles that are essential for their biological function and molecular recognition, yet this intrinsic flexibility poses a major challenge for structure-based drug discovery. In particular, the absence of well-defined binding pockets in static structures limits the i...

Stefano Bosio, Vincent Schnapka, Mattia Bernetti et al. · 0 citations
Open access Jul 2026

Reconsidering Molecular Docking Practices in Aptamer Research

It is shown that commonly used modeling approaches, including RNAComposer and AlphaFold3, fail to reliably reproduce aptamer conformations, particularly at the binding sites critical for molecular recognition.

Yachen Xie, Jue-Wen Liu · 1 citation
Open access Jul 2026

Probing the molecular determinants of emission enhancement in RNA aptamer-metal complex systems.

It is demonstrated that a single evolved aptamer can accommodate multiple coordination compounds within specific geometric and electrostatic constraints, providing foundational information for the repurposing or redesign of hybrid inorganic-aptamer-based sensors, imaging agents, and metal-mediated biochemical tools.

Sarah M Kriger, Joseph Spiconardi, Nathan M. Ennist et al. · 0 citations
Aug 2026

Thermodynamic Evaluation of Optimized Heparin–DNA Origami Nanostructures Targeting the SARS-CoV-2 Spike RBD Using MM/PBSA–IE

An equilibrium MD-based analysis of U-shaped DNA origami nanocages functionalized with heparin oligosaccharides of different lengths provides a relative computational ranking of the three modeled tethered-heparin systems under the selected binding configurations.

Sadegh Dastorani, Mahmoud Shariati, R. Ghasemi · 0 citations
2026

Exploring Nucleic Acid Structure and Function with Molecular Dynamics and Fragment Molecular Orbital Methods.

In this study, molecular dynamics simulations and fragment molecular orbital calculations of hairpin DNA and three types of G-quadruplexes, which are involved in transcription and translation in the absence and presence of tetraethylene glycol(EG4) as crowding molecules, provide insight into how crowding molecules shap...

Tatsuya Ohyama, H. Tateishi-Karimata, Naoki Sugimoto et al. · 0 citations
Jul 2026

Efficient Force Evaluation via Fragmentation: Toward Geometry Optimization of Protein-Ligand Systems with Quantum Mechanical Accuracy.

This work presents a hybrid fragmentation-based approach, FragQMMM, that enables efficient and accurate force evaluation for large molecular systems, and successfully reproduces the hydrogen-bond network and preserving the underlying structure-activity relationship.

R. Han, Zonghua Bo, Jiawei Yan · 0 citations

We use cookies to run the site and, with your consent, for analytics and to show ads. See our Cookie Policy.