Unravelling the mechanism of tyrosinase inhibition by arylpiperidine and arylpiperazine derivatives: A computational approach

IF 3 3区 化学 Q3 CHEMISTRY, PHYSICAL
Lucas Sousa Martins , Beatriz Alves Bentes , Tricia Naicker , Thavendran Govender , Hendrik Gerhardus Kruger , Cláudio Nahum Alves , Jerônimo Lameira , José Rogério A. Silva
{"title":"Unravelling the mechanism of tyrosinase inhibition by arylpiperidine and arylpiperazine derivatives: A computational approach","authors":"Lucas Sousa Martins ,&nbsp;Beatriz Alves Bentes ,&nbsp;Tricia Naicker ,&nbsp;Thavendran Govender ,&nbsp;Hendrik Gerhardus Kruger ,&nbsp;Cláudio Nahum Alves ,&nbsp;Jerônimo Lameira ,&nbsp;José Rogério A. Silva","doi":"10.1016/j.comptc.2025.115085","DOIUrl":null,"url":null,"abstract":"<div><div>Melanogenesis produces human melanin, which protects against UV radiation but can lead to skin issues and severe cancers if not appropriately regulated. The enzyme tyrosinase (TYR) plays a crucial role in melanin production, so inhibiting it is an essential target for controlling melanin levels. This study applied classical and quantum computational methods to examine how TYR interacts with inhibitors based on arylpiperidine and arylpiperazine. Using classical molecular dynamics (MD) simulations and the Linear Interaction Energy (LIE) method, we identified a strong correlation (<em>r</em><sup>2</sup> = 0.963) between computational and experimental binding free energies, underscoring the accuracy of these approaches. Additionally, residual decomposition analysis revealed the critical role of electrostatic interactions with Cu<sup>2+</sup> ions at the active site, along with van der Waals interactions involving key residues, including Phe197, Pro201, Val218, Asn205, and Arg209, which are pivotal for inhibitor effectiveness. These findings are further supported by Free Energy Perturbation (FEP) calculations, which demonstrate excellent agreement with experimental data (<em>r</em><sup>2</sup> = 0.843), providing robust validation of the computational models. Additionally, quantum mechanical (QM) calculations using the DFT (wB97XD/6-311++G(d,p)) method uncovered electronic factors that influence inhibitor binding. Analyzing the frontier molecular orbitals (FMOs) and QM descriptors for L04, L08 and L19 inhibitors provided insights into TYR binding by arylpiperidine and arylpiperazine-based compounds. This thorough computational analysis improves our understanding of TYR inhibition and helps guide the development of treatments for conditions related to melanogenesis.</div></div>","PeriodicalId":284,"journal":{"name":"Computational and Theoretical Chemistry","volume":"1244 ","pages":"Article 115085"},"PeriodicalIF":3.0000,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Computational and Theoretical Chemistry","FirstCategoryId":"92","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2210271X25000210","RegionNum":3,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"CHEMISTRY, PHYSICAL","Score":null,"Total":0}
引用次数: 0

Abstract

Melanogenesis produces human melanin, which protects against UV radiation but can lead to skin issues and severe cancers if not appropriately regulated. The enzyme tyrosinase (TYR) plays a crucial role in melanin production, so inhibiting it is an essential target for controlling melanin levels. This study applied classical and quantum computational methods to examine how TYR interacts with inhibitors based on arylpiperidine and arylpiperazine. Using classical molecular dynamics (MD) simulations and the Linear Interaction Energy (LIE) method, we identified a strong correlation (r2 = 0.963) between computational and experimental binding free energies, underscoring the accuracy of these approaches. Additionally, residual decomposition analysis revealed the critical role of electrostatic interactions with Cu2+ ions at the active site, along with van der Waals interactions involving key residues, including Phe197, Pro201, Val218, Asn205, and Arg209, which are pivotal for inhibitor effectiveness. These findings are further supported by Free Energy Perturbation (FEP) calculations, which demonstrate excellent agreement with experimental data (r2 = 0.843), providing robust validation of the computational models. Additionally, quantum mechanical (QM) calculations using the DFT (wB97XD/6-311++G(d,p)) method uncovered electronic factors that influence inhibitor binding. Analyzing the frontier molecular orbitals (FMOs) and QM descriptors for L04, L08 and L19 inhibitors provided insights into TYR binding by arylpiperidine and arylpiperazine-based compounds. This thorough computational analysis improves our understanding of TYR inhibition and helps guide the development of treatments for conditions related to melanogenesis.

Abstract Image

求助全文
约1分钟内获得全文 求助全文
来源期刊
CiteScore
4.20
自引率
10.70%
发文量
331
审稿时长
31 days
期刊介绍: Computational and Theoretical Chemistry publishes high quality, original reports of significance in computational and theoretical chemistry including those that deal with problems of structure, properties, energetics, weak interactions, reaction mechanisms, catalysis, and reaction rates involving atoms, molecules, clusters, surfaces, and bulk matter.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信