Faculty of Life Sciences, Department of Biosciences, Shaheed Zulfikar Ali Bhutto Institute of Science and Technology (SZABIST) University, Karachi, Pakistan.
Laboratories PD Dr. R. Herwig, 80337, Munich, Germany.
J Mol Model. 2024 Oct 24;30(11):383. doi: 10.1007/s00894-024-06178-7.
Glioblastoma (GBM), well known as grade 4 tumors due to its progressive malignant features such as vascular proliferation and necrosis, is the most aggressive form of primary brain tumor found in adults. Mutations and amplifications in the vascular endothelial growth factor receptor (VEGFR) contribute to almost 25% of GBM tumors. And thus, VEGFR has been declared the primary target in glioblastoma therapeutic strategies. However, many studies have been previously reported that include GBM as global therapeutics challenge, but they lack the molecular level insights that could help in understanding the biological function of a therapeutically important protein playing a major role in the disease and design the best strategies to develop the potential drugs.
Therefore, to the best of our knowledge, the present study is the first time of kind, which involves multi-in silico approaches to predict the inhibition potential of withanolides from Withania coagulan against VEGFR. The study is actually based on determining the mode of action of five isolates: withanolide J, withaperuvin, 27-hydroxywithanolide I, coagule E, and coagule E, along with their respective binding energies. Molecular docking simulations revealed primarily four ligands, withanolide J (- 7.33 kJ/mol), 27-withanolide (- 7.01 kJ/mol), ajugine, withaperuvin (- 6.89 kJ/mol), and ajugine E (- 6.39 kJ/mol), to have significant binding potencies against the protein. Ligand binding was found to enhance the confirmational stability of the protein revealed through RMSD analysis, and RMSF assessment revealed the protein residues especially from 900-1000 surrounding the binding of the protein. Structural and dynamics of the protein via dynamics cross-correlation movement (DCCM) and principal component analysis (PCA) in both the unbound form and complexed with most potent ligand, withanolide J, reveal the ligand binding affecting the entire conformational integrity of the protein stabilized by hydrogen bonds and electrostatic attractions. Free energy of binding estimations by means of molecular mechanics Poisson-Boltzmann surface area (MMPBSA) method further revealed the withanolide J to have maximum binding potency of the all ligands. Withanolide J in final was also found to have suitable molecular characterizations to cross the blood-brain barrier (BBB +) and reasonable human intestinal absorption ability determined by ADMET profiling via admetSAR tools.
胶质母细胞瘤(GBM),由于其血管增殖和坏死等进行性恶性特征,被称为 4 级肿瘤,是成人中最具侵袭性的原发性脑肿瘤。血管内皮生长因子受体(VEGFR)的突变和扩增约占 GBM 肿瘤的 25%。因此,VEGFR 已被宣布为胶质母细胞瘤治疗策略的主要靶点。然而,此前已有许多研究报告称 GBM 是全球治疗挑战,但它们缺乏分子水平的见解,无法帮助理解在疾病中起主要作用的治疗相关重要蛋白的生物学功能,并设计开发潜在药物的最佳策略。
因此,据我们所知,本研究首次涉及多组学方法,预测来自 Withania coagulan 的 withanolides 对 VEGFR 的抑制潜力。该研究实际上是基于确定五种分离物的作用模式:withanolide J、withaperuvin、27-羟基 withanolide I、coagule E 和 coagule E 及其各自的结合能。分子对接模拟表明,主要有四种配体,即 withanolide J(-7.33 kJ/mol)、27-withanolide(-7.01 kJ/mol)、ajugine、withaperuvin(-6.89 kJ/mol)和 ajugine E(-6.39 kJ/mol),对该蛋白具有显著的结合能力。通过 RMSD 分析发现配体结合增强了蛋白质的构象稳定性,RMSF 评估显示蛋白质残基,特别是在 900-1000 周围的蛋白质结合。通过动态交叉相关运动(DCCM)和主成分分析(PCA)对蛋白质的结构和动力学进行分析,在未结合形式和与最有效配体 withanolide J 复合形式下,发现配体结合会影响蛋白质的整个构象完整性,氢键和静电吸引作用稳定了蛋白质。通过分子力学泊松-玻尔兹曼表面面积(MMPBSA)方法估算结合自由能,进一步表明 withanolide J 是所有配体中结合能力最强的。最后,还通过 admetSAR 工具进行 ADMET 分析,发现 withanolide J 具有穿越血脑屏障(BBB+)的合适分子特性和合理的人类肠道吸收能力。