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May 31, 2026Molecular Diversity0 citationsOpen Access

Rational design of triazole tyrosinase inhibitors via integrated free energy calculations

NCNathália Luiza Oliveira CostaCACláudio Nahum AlvesLMLucas Sousa Martins

Key Points

  • This study aims to evaluate triazole derivatives as tyrosinase inhibitors for potential treatments of hyperpigmentation disorders.
  • Evaluated diverse triazole derivatives using a computational workflow.
  • Conducted ADMET profiling, molecular docking, and binding free energy calculations (LIE and FEP).
  • Used Bacillus megaterium tyrosinase as the model enzyme.
  • Triazole derivatives achieved favorable docking scores compared to kojic acid.
  • Binding free energy calculations matched experimental affinities with R² = 0.91 (FEP) and R² = 0.93 (LIE).
  • Key interactions for ligand binding were identified in residues Arg209, Gly216, and Val218.

Abstract

Abstract Tyrosinase (TYR) is a copper-containing metalloenzyme involved in melanin biosynthesis and is an important target in the development of treatments for hyperpigmentation disorders, including melasma, post-inflammatory hyperpigmentation, and melanoma. Among the scaffold classes investigated for TYR inhibition, 1,2,4-triazole derivatives have attracted increasing interest. In this study, we evaluated a structurally diverse series of triazole derivatives using an integrated computational workflow that included absorption, distribution, metabolism, excretion and toxicity (ADMET) profiling, molecular docking, molecular dynamics (MD) simulations, and binding free energy calculations based on Linear Interaction Energy (LIE) and Free Energy Perturbation (FEP). Using Bacillus megaterium TYR as the model enzyme, the triazole derivatives generally produced more favorable docking scores than kojic acid and established recurring interactions with hydrophobic residues such as Met215, Val217, Ala221, and Phe227, as well as hydrogen-bonding contacts with Gly216. The free energy calculations reproduced the experimental binding affinities with high accuracy (FEP: R² = 0.91, MAE = 0.20 kcal/mol; LIE: R² = 0.93, MAE = 0.54 kcal/mol). Residue-level energy analysis indicated that interactions involving Arg209, Gly216 and Val218 play a major role in ligand binding across the series, with aromatic and halogenated substituents favoring stronger van der Waals contacts in this region. Overall, these results provide a consistent structural and energetic framework for understanding triazole-based TYR inhibition and may support the rational design of improved inhibitors for cosmetic and therapeutic applications.

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Cite This Study

Costa et al. (2026) studied this question.

synapsesocial.com/papers/6a1bd0df5783ba022b6fc915https://doi.org/10.1007/s11030-026-11601-7
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