Department of Pharmacology, Faculty of Pharmacy, Obafemi Awolowo University, Ile-Ife, Osun State, Nigeria.
J Mol Graph Model. 2019 Mar;87:144-164. doi: 10.1016/j.jmgm.2018.11.017. Epub 2018 Dec 4.
Plasmodium falciparum heat shock protein 90 (PfHsp90) has been investigated as a potential target of antimalarial drug action using naturally occurring compounds. In this study, we performed in silico screening of 236 phytochemicals of Azadirachta indica, a plant known to possess antimalarial activity, and identified fourteen (14) potential non-carcinogenic, non-mutagenic, non-teratogenic and non-genotoxic phytochemicals. These phytochemicals were docked into the ATP-binding site of PfHsp90 using Autodock vina, and docked poses were rescored using PLANTS ChemPlp, X-Score version 1.2 and NNScore version 2.0. Consensus analysis of the scores using rank-by-rank and rank-by-number and receptor-ligand interaction assessment using LigPlot, led to the identification of margolone, margolonone, nimbinone, nimbione, nimosone and sugiol as best ranked potential interacting partners of PfHsp90. Molecular dynamic simulations of PfHsp90-ligand complexes for the six phytochemicals were performed using NAMD 2.9. The RMSD analysis of simulations trajectories, the ligand interaction analysis of receptor-ligand complex, and the free energy of binding with MMPBSA.py script and Bennett's acceptance ratio method (BAR) confirmed that these six phytochemicals may have potential to functionally interact with PfHsp90. However, though sharing several similar interacting residues with standard control binders yet the higher number of hydrogen bonds, higher level of sustained stability during molecular dynamics simulations and better free energy of binding suggest that margolonone, nimbinone and nimbione may have higher functional interaction potential with PfHsp90. Therefore, these phytochemicals may serve as potential leads in antimalarial drug design and development.
疟原虫热休克蛋白 90(PfHsp90)已被研究为使用天然化合物的抗疟药物作用的潜在靶标。在这项研究中,我们对具有抗疟活性的植物印楝的 236 种植物化学物质进行了计算机筛选,鉴定出 14 种潜在的非致癌、非诱变、非致畸和非遗传毒性植物化学物质。这些植物化学物质使用 Autodock vina 对接进入 PfHsp90 的 ATP 结合位点,并使用 PLANTS ChemPlp、X-Score 版本 1.2 和 NNScore 版本 2.0 重新对对接构象进行评分。使用 rank-by-rank 和 rank-by-number 对评分进行共识分析,并使用 LigPlot 对受体-配体相互作用进行评估,导致鉴定出 margolone、margolonone、nimbinone、nimbione、nimosone 和 sugiol 为 PfHsp90 的最佳排名潜在相互作用伙伴。使用 NAMD 2.9 对六种植物化学物质的 PfHsp90-配体复合物进行分子动力学模拟。通过 RMSD 分析模拟轨迹、受体-配体复合物的配体相互作用分析以及使用 MMPBSA.py 脚本和 Bennett 的接受率方法(BAR)计算结合自由能,证实这六种植物化学物质可能具有与 PfHsp90 功能相互作用的潜力。然而,尽管与标准对照配体具有几个相似的相互作用残基,但 margolonone、nimbinone 和 nimbione 具有更高数量的氢键、更高水平的持续稳定性和更好的结合自由能,表明它们可能具有更高的与 PfHsp90 的功能相互作用潜力。因此,这些植物化学物质可能成为抗疟药物设计和开发的潜在先导化合物。