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黄酮类化合物对登革病毒包膜蛋白抑制作用的计算洞察:ADMET特性分析、分子对接、动力学、主成分分析及终态自由能计算

Computational insights into flavonoids inhibition of dengue virus envelope protein: ADMET profiling, molecular docking, dynamics, PCA, and end-state free energy calculations.

作者信息

Waiba Amar, Phunyal Anuraj, Lamichhane Tika Ram, Ghimire Madhav Prasad, Nyaupane Hari, Phuyal Ashish, Adhikari Achyut

机构信息

Central Department of Chemistry, Tribhuvan University, Kirtipur, Kathmandu, Nepal.

Central Department of Physics, Tribhuvan University, Kirtipur, Kathmandu, Nepal.

出版信息

PLoS One. 2025 Jul 9;20(7):e0327862. doi: 10.1371/journal.pone.0327862. eCollection 2025.

Abstract

Dengue virus is a critical worldwide health concern, and efforts to identify useful antiviral drugs remain imperative. This study utilized computational techniques to investigate the flavonoids as a potential inhibitor of the dengue virus envelope protein (PDB ID: 1OKE). 33 flavonoids were docked among them, 5-hydroxy-3-(4-hydroxyphenyl)-7-[(2S, 3R, 4S, 5S, 6R)-3,4,5-trihydroxy-6-(hydroxymethyl)oxan-2-yl]oxychromen-4-one (FLA1) showed the best binding affinity of -9.1 kcal/mol towards the E protein. Molecular dynamics simulations (100 ns) were carried out to analyze the stability and interaction of protein-ligand complexes, including parameters such as RMSD (FLA1 of 2.36 ± 0.43 Å), RMSF, Rg, SASA, hydrogen bonding, and RDF. In addition, PCA and DCCM analysis exposed considerable conformational differences and residue correlations favoring FLA1 stability. The binding free energy calculations using the MM/PBSA methodology confirmed the strong binding (-29.1 ± 5.83 kcal/mol) of FLA1 to the target protein. ADMET profiling also revealed good pharmacokinetic properties. These findings suggest FLA1 is a possible inhibitor of the dengue virus and a promising drug candidate for the development of antiviral drugs in the future.

摘要

登革热病毒是全球范围内重要的健康问题,因此寻找有效的抗病毒药物仍至关重要。本研究利用计算技术研究黄酮类化合物作为登革热病毒包膜蛋白(PDB ID:1OKE)的潜在抑制剂。其中对接了33种黄酮类化合物,5-羟基-3-(4-羟基苯基)-7-[(2S, 3R, 4S, 5S, 6R)-3,4,5-三羟基-6-(羟甲基)氧杂环己烷-2-基]氧基色原酮-4-酮(FLA1)对E蛋白表现出最佳结合亲和力,为-9.1 kcal/mol。进行了分子动力学模拟(100 ns)以分析蛋白质-配体复合物的稳定性和相互作用,包括均方根偏差(FLA1为2.36±0.43 Å)、均方根波动、回旋半径、溶剂可及表面积、氢键和径向分布函数等参数。此外,主成分分析和动态相关分析揭示了有利于FLA1稳定性的显著构象差异和残基相关性。使用MM/PBSA方法进行的结合自由能计算证实了FLA1与靶蛋白的强结合(-29.1±5.83 kcal/mol)。ADMET分析还显示出良好的药代动力学性质。这些发现表明FLA1可能是登革热病毒的抑制剂,是未来开发抗病毒药物的有前途的候选药物。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6537/12240381/7783b1cb5e13/pone.0327862.g001.jpg

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