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Updated: May 10, 2026

Quantitative Structure-Activity Relationship, Activity Prediction, and Molecular Dynamics of Non-nucleotide Reverse Transcriptase Inhibitors
Published on: May 9, 2025
Non-covalent interactions with aromatic rings: current understanding and implications for rational drug design
Shanshan Li1, Yuan Xu, Qiancheng Shen
1Drug Discovery and Design Center, State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, 555 Zuchongzhi Road, Shanghai 201203, China. lutao@cpu.edu.cn.
Abstract:
Non-covalent interactions like hydrogen bonding, hydrophobic interactions and salt bridges, have been our primary focus in designing and optimizing drugs. Recently, there is mounting evidence that non-covalent interactions involving aromatic rings are also potent forces for the recognition between small drug-like compounds and their targets. Understanding of these interactions and their physical origin is of significant interest for improving the current drug design strategy. Hence, numerous efforts have been devoted to elucidating the structural, geometrical, energetic, and thermodynamic properties of these interactions, which include π-π, cation-π and anion-πinteractions. In this review, we established a framework to systematically understand the structural basis and physicochemical properties of the aromatic interactions at the binding interface of protein-ligand complexes. Firstly, we presented an introduction including the definition, universality, energy components, geometry conformations and substituent effects of these interactions. Secondly, we retrospected the widely employed computational approaches for studying these interactions, including quantum mechanical calculations and crystallographic data mining. Finally, we illustrated with several representative protein-ligand systems to show how the aromatic interactions contribute to the design and optimization of ligand in both affinity and specificity.
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