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Updated: Nov 18, 2025

Single-molecule Manipulation of G-quadruplexes by Magnetic Tweezers
Published on: September 19, 2017
Learning to Model G-Quadruplexes: Current Methods and Perspectives
Iker Ortiz de Luzuriaga1,2, Xabier Lopez2,3, Adrià Gil1,4
1CIC nanoGUNE BRTA, 20018 Donostia, Euskadi, Spain;
Abstract:
G-quadruplexes have raised considerable interest during the past years for the development of therapies against cancer. These noncanonical structures of DNA may be found in telomeres and/or oncogene promoters, and it has been observed that the stabilization of such G-quadruplexes may disturb tumor cell growth. Nevertheless, the mechanisms leading to folding and stabilization of these G-quadruplexes are still not well established, and they are the focus of much current work in this field. In seminal works, stabilization was observed to be produced by cations. However, subsequent studies showed that different kinds of small molecules, from planar and nonplanar organic molecules to square-planar and octahedral metal complexes, may also lead to the stabilization of G-quadruplexes. Thus, the comprehension and rationalization of the interaction of these small molecules with G-quadruplexes are also important topics of current interest in medical applications. To shed light on the questions arising from the literature on the formation of G-quadruplexes, their stabilization, and their interaction with small molecules, synergies between experimental studies and computational works are needed. In this review, we mainly focus on in silico approaches and provide a broad compilation of different leading studies carried out to date by different computational methods. We divide these methods into twomain categories: (a) classical methods, which allow for long-timescale molecular dynamics simulations and the corresponding analysis of dynamical information, and (b) quantum methods (semiempirical, quantum mechanics/molecular mechanics, and density functional theory methods), which allow for the explicit simulation of the electronic structure of the system but, in general, are not capable of being used in long-timescale molecular dynamics simulations and, therefore, give a more static picture of the relevant processes.
Insights
G-quadruplexes are DNA structures crucial for cancer therapy development. Computational methods, including classical and quantum approaches, are essential for understanding how small molecules stabilize these structures, aiding in drug design.
Area of Science:
- Biochemistry and Molecular Biology
- Computational Chemistry
- Medicinal Chemistry
Background:
- G-quadruplexes, noncanonical DNA structures, are implicated in cancer via telomeres and oncogene promoters.
- Stabilization of G-quadruplexes can disrupt tumor cell growth, making them therapeutic targets.
- Mechanisms of G-quadruplex folding and stabilization by various molecules (cations, organic compounds, metal complexes) are not fully understood.
Purpose of the Study:
- To review and compile computational studies on G-quadruplex formation, stabilization, and interactions with small molecules.
- To highlight the synergy between experimental and computational approaches in understanding G-quadruplexes.
- To categorize and discuss different in silico methods used in G-quadruplex research.
Main Methods:
- Focus on in silico approaches, categorizing them into classical and quantum methods.
- Classical methods: Long-timescale molecular dynamics simulations for analyzing dynamical information.
- Quantum methods: Semiempirical, QM/MM, and DFT for explicit electronic structure simulation (providing static insights).
Main Results:
- Computational methods are vital for rationalizing the interaction of small molecules with G-quadruplexes.
- Classical simulations offer insights into dynamics, while quantum methods provide detailed electronic structure information.
- A comprehensive overview of leading computational studies in the field is presented.
Conclusions:
- Synergistic use of experimental and computational methods is crucial for advancing G-quadruplex research.
- In silico approaches provide essential tools for understanding G-quadruplex stabilization and interactions.
- This review consolidates current computational strategies for G-quadruplex-targeted drug development.
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