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采用分子对接和分子动力学模拟研究哺乳动物和斑马鱼中 TLR4 受体蛋白与农药的结合。

Investigate the binding of pesticides with the TLR4 receptor protein found in mammals and zebrafish using molecular docking and molecular dynamics simulations.

机构信息

Department of Chemistry, Atma Ram Sanatan Dharma College, University of Delhi, Delhi, India.

Department of Chemistry, Faculty of Engineering and Technology, SRM Institute of Science and Technology, Delhi-NCR Campus, Modinagar, Ghaziabad, Uttar Pradesh, India.

出版信息

Sci Rep. 2024 Oct 18;14(1):24504. doi: 10.1038/s41598-024-75527-6.

Abstract

The widespread use of pesticides poses significant threats to both environmental and human health, primarily due to their potential toxic effects. The study investigated the cardiovascular toxicity of selected pesticides, focusing on their interactions with Toll-like receptor 4 (TLR4), an important part of the innate immune system. Using computational tools such as molecular docking, molecular dynamics (MD) simulations, principal component analysis (PCA), density functional theory (DFT) calculations, and ADME analysis, this study identified C160 as having the lowest binding affinity (-8.2 kcal/mol), followed by C107 and C165 (-8.0 kcal/mol). RMSD, RMSF, Rg, and hydrogen bond metrics indicated the formation of stable complexes between specific pesticides and TLR4. PCA revealed significant structural changes upon ligand binding, affecting stability and flexibility, while DFT calculations provided information about the stability, reactivity, and polarity of the compounds. ADME studies highlighted the solubility, permeability, and metabolic stability of C107, C160, and C165, suggesting their potential for bioavailability and impact on cardiovascular toxicity. C107 and C165 exhibit higher bioactivity scores, indicating favourable absorption, metabolism, and distribution properties. C165 also violated rule where molecular weight is greater than 500 g/mol. Further, DFT and NCI analysis of post MD conformations confirmed the binding of ligands at the binding pocket. The analysis shed light on the molecular mechanisms of pesticide-induced cardiovascular toxicity, aiding in the development of strategies to mitigate their harmful effects on human health.

摘要

农药的广泛使用对环境和人类健康构成了重大威胁,主要是由于它们可能具有毒性作用。本研究调查了选定农药的心血管毒性,重点研究它们与 Toll 样受体 4(TLR4)的相互作用,TLR4 是先天免疫系统的重要组成部分。本研究使用分子对接、分子动力学(MD)模拟、主成分分析(PCA)、密度泛函理论(DFT)计算和 ADME 分析等计算工具,确定 C160 的结合亲和力最低(-8.2 kcal/mol),其次是 C107 和 C165(-8.0 kcal/mol)。RMSD、RMSF、Rg 和氢键度量指标表明特定农药与 TLR4 之间形成了稳定的复合物。PCA 揭示了配体结合后结构发生了显著变化,影响了稳定性和灵活性,而 DFT 计算提供了有关化合物稳定性、反应性和极性的信息。ADME 研究突出了 C107、C160 和 C165 的溶解度、渗透性和代谢稳定性,表明它们具有生物利用度和对心血管毒性的潜在影响。C107 和 C165 表现出更高的生物活性评分,表明它们具有良好的吸收、代谢和分布特性。C165 还违反了分子量大于 500 g/mol 的规则。此外,MD 后构象的 DFT 和 NCI 分析证实了配体在结合口袋的结合。该分析揭示了农药引起的心血管毒性的分子机制,有助于制定减轻其对人类健康的有害影响的策略。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4801/11489667/54497e184882/41598_2024_75527_Fig1_HTML.jpg

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