Faculty of Dentistry, Islamic Azad University, Shiraz Branch, Shiraz, Iran.
Department of Biochemistry, Institute of Biochemistry & Biophsysics (IBB), University of Tehran, Tehran, Iran.
Comput Biol Chem. 2024 Aug;111:108095. doi: 10.1016/j.compbiolchem.2024.108095. Epub 2024 May 13.
Emerging as a promising drug target for Alzheimer's disease (AD) therapy, glycogen synthase kinase 3β (GSK-3β) has garnered attention. This study sought to rigorously scrutinize a compendium of natural compounds retrieved from the ZINC database through pharmacodynamic experiments, employing a 1 H-indazole-3-carboxamide (INDZ) scaffold, to identify compounds capable of inhibiting the GSK-3β protein. Utilizing a multi-step approach, the study involved pharmacophore analysis, followed by molecular docking to select five promising ligands for further investigation. Subsequently, ESMACS simulations were employed to assess the stability of the ligand-protein interactions. Evaluation of the binding modes and free energy of the ligands revealed that five compounds (2a-6a) exhibited crucial interactions with the active site residues. Furthermore, various methodologies, including hydrogen bond and clustering analyses, were utilized to ascertain their inhibitory potential and elucidate the factors contributing to ligand binding in the protein's active site. The findings from MMPBSA/GBSA analysis indicated that these five selected small molecules closely approached the IC50 value of the reference ligand (OH8), yielding energy values of -34.85, -32.58, -31.71, and -30.39 kcal/mol, respectively. Additionally, an assessment of the interactions using hydrogen bond and dynamic analyses delineated the effective binding of the ligands with the binding pockets in the protein. Through computational analysis, we obtained valuable insights into the molecular mechanisms of GSK-3β, aiding in the development of more potent inhibitors.
作为阿尔茨海默病(AD)治疗的有前途的药物靶点,糖原合酶激酶 3β(GSK-3β)引起了关注。本研究旨在通过药效学实验,利用从 ZINC 数据库中检索到的包含 1H-吲唑-3-甲酰胺(INDZ)支架的天然化合物文库,严格筛选出能够抑制 GSK-3β 蛋白的化合物。该研究采用多步方法,包括药效团分析,然后进行分子对接,选择 5 种有前途的配体进行进一步研究。随后,采用 ESMACS 模拟评估配体-蛋白相互作用的稳定性。评估配体的结合模式和自由能表明,5 种化合物(2a-6a)与活性位点残基存在关键相互作用。此外,还采用各种方法,包括氢键和聚类分析,以确定它们的抑制潜力,并阐明导致配体在蛋白质活性位点结合的因素。MMPBSA/GBSA 分析的结果表明,这 5 种选定的小分子与参考配体(OH8)的 IC50 值非常接近,其能量值分别为-34.85、-32.58、-31.71 和-30.39 kcal/mol。此外,通过氢键和动态分析评估相互作用,描绘了配体与蛋白质结合口袋的有效结合。通过计算分析,我们深入了解了 GSK-3β 的分子机制,有助于开发更有效的抑制剂。