针对人类蛋白质组的百里酚和香叶醇多方面计算分析,寻找生物驱虫剂替代品:毒性预测、降解分析和量子力学方法。

IF 2.1 3区 医学 Q2 PARASITOLOGY
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引用次数: 0

摘要

随着人们对天然化合物作为替代驱蚊剂的兴趣与日俱增,评估百里酚(单萜烯酚)和香叶醇(单萜烯醇)等潜在天然驱蚊剂的毒性和结构对于了解它们的稳定性和对人类的影响至关重要。本研究旨在利用计算预测、xTB 元动力学、量子力学和主成分分析确定百里酚和香叶醇的结构、毒性和结合特征。使用 Protox-II、T.E.S.T 和 SwissADME 进行的毒性研究表明,百里酚和香叶醇分别属于毒性等级 4 和 5,其他终点的毒性预测值较低。通过 pkCSM 生成了总体药代动力学概况。通过SwissTarget Predictions、LigTMap、Pharmapper和SuperPred进行的脱靶预测显示,这些分子可与614种人类蛋白质结合。使用 xTB 元动力学方法对百里酚和香叶醇进行了降解,结果表明这两种化合物的降解剂稳定且毒性较低。通过量子力学生成了九种百里酚同素异形体和四种香叶醇同素异形体,叠加后百里酚的 RMSD 为 3.8 至 6.3 Å,香叶醇为 3.6 至 4 Å。DFT 研究发现,百里酚和香叶醇的 HOMO-LUMO 值和电负性参数与它们的异构体没有显著差异。针对 614 种蛋白质的结合亲和力研究通过 PCA 和小提琴图进行分析,突出了可能的结合范围。这些多层面的分子内研究结果证实了百里酚和香叶醇的稳定性和作为更安全的驱避剂替代品的潜在用途。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Multifaceted computational profiling of thymol and geraniol against the human proteome for bio-repellent alternatives: Toxicity predictions, degradation analysis, and quantum mechanical approaches

With growing interest in natural compounds as alternative mosquito repellents, assessing the toxicity and structure of potential repellent naturals like thymol (monoterpene phenol) and geraniol (monoterpene alcohol) is vital for understanding their stability and human impact. This study aimed to determine the structural, toxicity, and binding profiles of thymol and geraniol using computational predictions, xTB metadynamics, quantum mechanics, and principal component analysis. Toxicity studies using Protox-II, T.E.S.T, and SwissADME indicated that thymol and geraniol belong to toxicity class 4 and 5, respectively, with low toxicity predictions in other endpoints. Overall pharmacokinetic profile was generated via pkCSM. Off-target predictions via SwissTarget Predictions, LigTMap, Pharmapper, and SuperPred showed that these molecules can bind to 614 human proteins. The degradation of thymol and geraniol were performed using xTB metadynamics and the outcomes showed that the degradants for both compounds were stable and had lower toxicity profile. Nine tautomers were generated via quantum mechanics for thymol and four for geraniol, with RMSD ranging from 3.8 to 6.3 Å for thymol and 3.6 to 4 Å for geraniol after superimpositions. DFT studies found that HOMO-LUMO values and electronegativity parameters of thymol and geraniol did not differ significantly from their isomers. Binding affinity studies against 614 proteins, analysed via PCA and violin plots, highlighted the probable range of binding. These multifaceted in-silico findings corroborate the stability and potential utility of thymol and geraniol as safer alternatives in repellent applications.

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来源期刊
Acta tropica
Acta tropica 医学-寄生虫学
CiteScore
5.40
自引率
11.10%
发文量
383
审稿时长
37 days
期刊介绍: Acta Tropica, is an international journal on infectious diseases that covers public health sciences and biomedical research with particular emphasis on topics relevant to human and animal health in the tropics and the subtropics.
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