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可可豆属植物中的酚类化合物通过计算机对接、DFT 研究、MD 模拟和 MMGBSA 计算显示出对登革热 RdRp 蛋白酶的潜在抑制作用。

Phenolic compounds of Theobroma cacao L. show potential against dengue RdRp protease enzyme inhibition by In-silico docking, DFT study, MD simulation and MMGBSA calculation.

机构信息

Centre for Bio-Aromatic Research, Universiti Malaysia Pahang Al Sultan Abdullah, Kuantan, Pahang Darul Makmur, Malaysia.

Department of Pharmacy, School of Medicine, University of Asia Pacific, Dhaka, Bangladesh.

出版信息

PLoS One. 2024 Mar 14;19(3):e0299238. doi: 10.1371/journal.pone.0299238. eCollection 2024.

Abstract

BACKGROUND

Currently, there is no antiviral medication for dengue, a potentially fatal tropical infectious illness spread by two mosquito species, Aedes aegypti and Aedes albopictus. The RdRp protease of dengue virus is a potential therapeutic target. This study focused on the in silico drug discovery of RdRp protease inhibitors.

METHODS

To assess the potential inhibitory activity of 29 phenolic acids from Theobroma cacao L. against DENV3-NS5 RdRp, a range of computational methods were employed. These included docking, drug-likeness analysis, ADMET prediction, density functional theory (DFT) calculations, and molecular dynamics (MD) simulations. The aim of these studies was to confirm the stability of the ligand-protein complex and the binding pose identified during the docking experiment.

RESULTS

Twenty-one compounds were found to have possible inhibitory activities against DENV according to the docking data, and they had a binding affinity of ≥-37.417 kcal/mol for DENV3- enzyme as compared to the reference compound panduratin A. Additionally, the drug-likeness investigation produced four hit compounds that were subjected to ADMET screening to obtain the lead compound, catechin. Based on ELUMO, EHOMO, and band energy gap, the DFT calculations showed strong electronegetivity, favouravle global softness and chemical reactivity with considerable intra-molecular charge transfer between electron-donor to electron-acceptor groups for catechin. The MD simulation result also demonstrated favourable RMSD, RMSF, SASA and H-bonds in at the binding pocket of DENV3-NS5 RdRp for catechin as compared to panduratin A.

CONCLUSION

According to the present findings, catechin showed high binding affinity and sufficient drug-like properties with the appropriate ADMET profiles. Moreover, DFT and MD studies further supported the drug-like action of catechin as a potential therapeutic candidate. Therefore, further in vitro and in vivo research on cocoa and its phytochemical catechin should be taken into consideration to develop as a potential DENV inhibitor.

摘要

背景

登革热是一种由两种蚊子(埃及伊蚊和白纹伊蚊)传播的潜在致命热带传染病,目前尚无抗病毒药物。登革病毒的 RdRp 蛋白酶是一个有潜力的治疗靶点。本研究专注于登革病毒 RdRp 蛋白酶抑制剂的计算机药物发现。

方法

为了评估可可(Theobroma cacao L.)中 29 种酚酸对 DENV3-NS5 RdRp 的潜在抑制活性,采用了一系列计算方法。这些方法包括对接、药物相似性分析、ADMET 预测、密度泛函理论(DFT)计算和分子动力学(MD)模拟。这些研究的目的是确认配体-蛋白复合物的稳定性和对接实验中确定的结合构象。

结果

根据对接数据,发现 21 种化合物可能对 DENV 具有抑制活性,它们与参考化合物 panduratin A 相比,对 DENV3-酶的结合亲和力≥-37.417 kcal/mol。此外,药物相似性研究产生了 4 种命中化合物,它们经过 ADMET 筛选以获得先导化合物儿茶素。根据 ELUMO、EHOMO 和能带能隙,DFT 计算表明儿茶素具有很强的电负性、有利的全局软度和化学反应性,在电子给体和电子受体基团之间有相当大的分子内电荷转移。与 panduratin A 相比,MD 模拟结果也表明儿茶素在 DENV3-NS5 RdRp 的结合口袋中具有良好的 RMSD、RMSF、SASA 和 H 键。

结论

根据目前的研究结果,儿茶素表现出与 panduratin A 相比,具有较高的结合亲和力和足够的类药性,并且具有适当的 ADMET 特征。此外,DFT 和 MD 研究进一步支持了儿茶素作为一种潜在治疗候选药物的类药性。因此,应该考虑对可可及其植物化学儿茶素进行进一步的体外和体内研究,以开发出一种潜在的 DENV 抑制剂。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1cc0/10939188/183e79f74de5/pone.0299238.g001.jpg

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